diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/graph/ppo_atari_lam70_carnival_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_lam70_carnival_2026_01_07_144738/graph/ppo_atari_lam70_carnival_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..13729cf61d898eb7f3c8f147d57aa0d1d9285644 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/graph/ppo_atari_lam70_carnival_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1af8f0ad5279ffa2a2b3836c84029bdf30bf55b97484aa9c6a9a73964979753 +size 88805 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_df_train.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..d5c3dac6068a8fb27263372f3f4493a72fc12c74 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_df_train.csv @@ -0,0 +1,245 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +957.3333,957.3333,-0.024450265,909.0909,10000.0,11.0,625.0,,128.0,0.0002497952,0.1,1.774379 +869.0,913.1666,-0.024618732,1111.1111,20000.0,18.0,1250.0,,288.0,0.0002495392,0.1,1.7643434 +858.0,894.7778,-0.026901828,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,1.7430601 +830.2381,878.6428,-0.024675757,1212.1212,40000.0,33.0,2500.0,,608.0,0.0002490272,0.1,1.7191286 +846.8,872.27423,-0.024632351,1250.0,50000.0,40.0,3125.0,,768.0,0.0002487712,0.1,1.7014623 +816.2,862.9285,-0.026711581,1276.5957,60000.0,47.0,3750.0,,928.0,0.0002485152,0.1,1.7015786 +864.6,863.16736,-0.028710553,1272.7273,70000.0,55.0,4375.0,,1088.0,0.0002482592,0.1,1.6603365 +891.0,866.6464,-0.026990624,1290.3226,80000.0,62.0,5000.0,,1248.0,0.0002480032,0.1,1.686383 +876.8,867.7746,-0.02528294,1304.3478,90000.0,69.0,5625.0,,1376.0,0.0002477984,0.1,1.6741277 +868.8,867.87714,-0.024545532,1315.7894,100000.0,76.0,6250.0,,1536.0,0.0002475424,0.1,1.6648661 +845.2,865.8156,-0.026253315,1325.3011,110000.0,83.0,6875.0,,1696.0,0.0002472864,0.1,1.6668195 +841.4,863.781,-0.02552338,1333.3334,120000.0,90.0,7500.0,,1856.0,0.0002470304,0.1,1.5982517 +863.6,863.767,-0.023689684,1340.2062,130000.0,97.0,8125.0,,2016.0,0.0002467744,0.1,1.6045846 +845.2,862.44086,-0.01920196,1333.3334,140000.0,105.0,8750.0,,2176.0,0.0002465184,0.1,1.5983768 +860.2,862.29144,-0.023902208,1339.2858,150000.0,112.0,9375.0,,2336.0,0.0002462624,0.1,1.603941 +866.6,862.56067,-0.02310823,1344.5378,160000.0,119.0,10000.0,,2496.0,0.0002460064,0.1,1.5525945 +876.6,863.3865,-0.022174554,1349.2063,170000.0,126.0,10625.0,,2656.0,0.0002457504,0.1,1.5894036 +892.0,864.97614,-0.019391175,1353.3834,180000.0,133.0,11250.0,,2784.0,0.0002455456,0.1,1.5743253 +886.0,866.08264,-0.021921953,1357.1428,190000.0,140.0,11875.0,,2944.0,0.0002452896,0.1,1.5855031 +870.8,866.31854,-0.020676877,1351.3513,200000.0,148.0,12500.0,,3104.0,0.0002450336,0.1,1.5633783 +845.0,865.3034,-0.024239179,1354.8387,210000.0,155.0,13125.0,,3264.0,0.0002447776,0.1,1.5709491 +837.8,864.0533,-0.02314176,1358.0247,220000.0,162.0,13750.0,,3424.0,0.0002445216,0.1,1.5639987 +832.0,862.65967,-0.022279497,1352.9412,230000.0,170.0,14375.0,,3584.0,0.0002442656,0.1,1.5727823 +834.2,861.4738,-0.01590482,1355.9323,240000.0,177.0,15000.0,,3744.0,0.0002440096,0.1,1.5606916 +861.4,861.4709,-0.022601664,1358.6957,250000.0,184.0,15625.0,,3904.0,0.0002437536,0.1,1.5493194 +870.6,861.82196,-0.025278194,1368.421,260000.0,190.0,16250.0,,4032.0,0.0002435488,0.1,1.5665996 +850.4,861.3989,-0.020824084,1363.6364,270000.0,198.0,16875.0,,4192.0,0.0002432928,0.1,1.5220106 +870.8,861.73474,-0.025126794,1365.8536,280000.0,205.0,17500.0,,4352.0,0.0002430368,0.1,1.5287583 +866.6,861.90247,-0.018889839,1367.9246,290000.0,212.0,18125.0,,4512.0,0.0002427808,0.1,1.5108953 +867.4,862.08575,-0.017923161,1357.4661,300000.0,221.0,18750.0,,4672.0,0.0002425248,0.1,1.4947051 +882.0,862.72815,-0.025709847,1353.7118,310000.0,229.0,19375.0,,4832.0,0.0002422688,0.1,1.5968263 +869.6,862.9429,-0.015670521,1344.5378,320000.0,238.0,20000.0,,4992.0,0.0002420128,0.1,1.4913106 +911.0,864.3992,-0.027411936,1346.9387,330000.0,245.0,20625.0,,5152.0,0.0002417568,0.1,1.533233 +925.6,866.19916,-0.017433876,1343.8735,340000.0,253.0,21250.0,,5312.0,0.0002415008,0.1,1.4728615 +945.6,868.4678,-0.025660003,1346.1538,350000.0,260.0,21875.0,,5440.0,0.000241296,0.1,1.5029471 +945.4,870.60474,-0.023139514,1343.2836,360000.0,268.0,22500.0,,5600.0,0.00024104,0.1,1.534681 +931.0,872.23706,-0.020632891,1345.4546,370000.0,275.0,23125.0,,5760.0,0.000240784,0.1,1.5212641 +945.4,874.1624,-0.023235057,1347.5177,380000.0,282.0,23750.0,,5920.0,0.000240528,0.1,1.5294857 +937.0,875.7736,-0.022676669,1349.481,390000.0,289.0,24375.0,,6080.0,0.000240272,0.1,1.5285945 +936.6,877.2943,-0.024202658,1351.3513,400000.0,296.0,25000.0,,6240.0,0.000240016,0.1,1.4909601 +924.2,878.43835,-0.013080982,1353.1353,410000.0,303.0,25625.0,,6400.0,0.00023976,0.1,1.464304 +888.0,878.666,-0.021794079,1354.8387,420000.0,310.0,26250.0,,6560.0,0.000239504,0.1,1.4986513 +883.8,878.7854,-0.017878462,1356.4669,430000.0,317.0,26875.0,,6688.0,0.0002392992,0.1,1.4996023 +856.4,878.2766,-0.023117328,1358.0247,440000.0,324.0,27500.0,,6848.0,0.0002390432,0.1,1.449919 +882.6,878.37274,-0.022996122,1359.5166,450000.0,331.0,28125.0,,7008.0,0.0002387872,0.1,1.5290382 +894.2,878.7168,-0.025037121,1356.9321,460000.0,339.0,28750.0,,7168.0,0.0002385312,0.1,1.4815716 +902.8,879.22925,-0.026533805,1358.3815,470000.0,346.0,29375.0,,7328.0,0.0002382752,0.1,1.5147197 +922.8,880.1369,-0.019530427,1359.7733,480000.0,353.0,30000.0,,7488.0,0.0002380192,0.1,1.4321455 +965.0,881.8688,-0.017042382,1353.5912,490000.0,362.0,30625.0,,7648.0,0.0002377632,0.1,1.455795 +932.4,882.8794,-0.024121722,1351.3513,500000.0,370.0,31250.0,,7808.0,0.0002375072,0.1,1.4460688 +945.0,884.0974,-0.020403879,1349.2063,510000.0,378.0,31875.0,,7968.0,0.0002372512,0.1,1.4262931 +938.4,885.14166,-0.020208258,1354.1666,520000.0,384.0,32500.0,,8096.0,0.0002370464,0.1,1.4043667 +935.8,886.09753,-0.028873343,1355.4988,530000.0,391.0,33125.0,,8256.0,0.0002367904,0.1,1.4249523 +924.0,886.7994,-0.02662294,1353.3834,540000.0,399.0,33750.0,,8416.0,0.0002365344,0.1,1.4092847 +931.0,887.603,-0.020888442,1354.6798,550000.0,406.0,34375.0,,8576.0,0.0002362784,0.1,1.4391599 +920.2,888.1852,-0.012466547,1352.657,560000.0,414.0,35000.0,,8736.0,0.0002360224,0.1,1.375674 +921.8,888.77496,-0.020616636,1347.5177,570000.0,423.0,35625.0,,8896.0,0.0002357664,0.1,1.4431093 +898.4,888.94086,-0.017326022,1342.5927,580000.0,432.0,36250.0,,9056.0,0.0002355104,0.1,1.4254558 +903.2,889.18256,-0.020856244,1347.032,590000.0,438.0,36875.0,,9216.0,0.0002352544,0.1,1.3920486 +877.0,888.9795,-0.017555753,1348.3146,600000.0,445.0,37500.0,,9344.0,0.0002350496,0.1,1.4018004 +870.0,888.66833,-0.020499825,1349.5575,610000.0,452.0,38125.0,,9504.0,0.0002347936,0.1,1.3623694 +834.6,887.7963,-0.01917595,1350.7626,620000.0,459.0,38750.0,,9664.0,0.0002345376,0.1,1.395442 +843.2,887.08844,-0.020884534,1349.0364,630000.0,467.0,39375.0,,9824.0,0.0002342816,0.1,1.3928907 +849.0,886.4933,-0.017546855,1350.2109,640000.0,474.0,40000.0,,9984.0,0.0002340256,0.1,1.3558307 +870.6,886.2488,-0.0209681,1351.3513,650000.0,481.0,40625.0,,10144.0,0.0002337696,0.1,1.3440437 +872.8,886.04504,-0.02120709,1349.6932,660000.0,489.0,41250.0,,10304.0,0.0002335136,0.1,1.3303868 +877.2,885.913,-0.01470522,1350.8064,670000.0,496.0,41875.0,,10464.0,0.0002332576,0.1,1.3647135 +870.2,885.68195,-0.022343537,1351.8887,680000.0,503.0,42500.0,,10624.0,0.0002330016,0.1,1.3322256 +851.8,885.1909,-0.023891727,1352.9412,690000.0,510.0,43125.0,,10752.0,0.0002327968,0.1,1.3339924 +848.8,884.671,-0.019713754,1353.9652,700000.0,517.0,43750.0,,10912.0,0.0002325408,0.1,1.3568472 +849.6,884.1771,-0.023752468,1352.381,710000.0,525.0,44375.0,,11072.0,0.0002322848,0.1,1.3711038 +871.0,883.994,-0.019806463,1353.3834,720000.0,532.0,45000.0,,11232.0,0.0002320288,0.1,1.3662409 +865.4,883.7393,-0.019461114,1351.8518,730000.0,540.0,45625.0,,11392.0,0.0002317728,0.1,1.3218563 +858.0,883.3915,-0.018043637,1352.8336,740000.0,547.0,46250.0,,11552.0,0.0002315168,0.1,1.3504281 +873.4,883.25824,-0.017475538,1353.7906,750000.0,554.0,46875.0,,11712.0,0.0002312608,0.1,1.3447062 +880.8,883.2258,-0.025362939,1352.3131,760000.0,562.0,47500.0,,11872.0,0.0002310048,0.1,1.3907926 +858.6,882.90607,-0.018592615,1353.2513,770000.0,569.0,48125.0,,12000.0,0.0002308,0.1,1.2887859 +868.4,882.72003,-0.01986551,1349.481,780000.0,578.0,48750.0,,12160.0,0.000230544,0.1,1.2915254 +879.0,882.673,-0.01853341,1348.1229,790000.0,586.0,49375.0,,12320.0,0.000230288,0.1,1.2996747 +884.4,882.6947,-0.014384019,1346.8014,800000.0,594.0,50000.0,,12480.0,0.000230032,0.1,1.2989428 +878.0,882.6368,-0.02347253,1345.5149,810000.0,602.0,50625.0,,12640.0,0.000229776,0.1,1.2929672 +903.4,882.88995,-0.019395413,1344.2623,820000.0,610.0,51250.0,,12800.0,0.00022952,0.1,1.3147953 +915.6,883.28406,-0.014432544,1340.8723,830000.0,619.0,51875.0,,12960.0,0.000229264,0.1,1.2938242 +947.0,884.0426,-0.011583153,1339.7129,840000.0,627.0,52500.0,,13120.0,0.000229008,0.1,1.2253941 +962.6,884.9668,-0.024292624,1338.5826,850000.0,635.0,53125.0,,13280.0,0.000228752,0.1,1.3129965 +973.2,885.9928,-0.01810718,1339.5638,860000.0,642.0,53750.0,,13408.0,0.0002285472,0.1,1.2780285 +972.6,886.98834,-0.021511955,1342.5927,870000.0,648.0,54375.0,,13568.0,0.0002282912,0.1,1.2510101 +989.2,888.14966,-0.019044906,1341.4634,880000.0,656.0,55000.0,,13728.0,0.0002280352,0.1,1.3116531 +979.2,889.1727,-0.0238155,1342.383,890000.0,663.0,55625.0,,13888.0,0.0002277792,0.1,1.2654778 +961.6,889.97754,-0.018773424,1341.2816,900000.0,671.0,56250.0,,14048.0,0.0002275232,0.1,1.2934052 +987.0,891.0437,-0.017767401,1342.1829,910000.0,678.0,56875.0,,14208.0,0.0002272672,0.1,1.2492566 +999.8,892.22577,-0.01081562,1343.0657,920000.0,685.0,57500.0,,14368.0,0.0002270112,0.1,1.3059216 +988.0,893.2556,-0.015640238,1341.9913,930000.0,693.0,58125.0,,14528.0,0.0002267552,0.1,1.2369273 +1010.6,894.50397,-0.02502714,1342.8572,940000.0,700.0,58750.0,,14656.0,0.0002265504,0.1,1.2750006 +1047.8,896.1176,-0.01095692,1339.9154,950000.0,709.0,59375.0,,14816.0,0.0002262944,0.1,1.1971296 +1044.6,897.66425,-0.015822183,1340.7821,960000.0,716.0,60000.0,,14976.0,0.0002260384,0.1,1.2231442 +1023.8,898.96454,-0.014448869,1341.6321,970000.0,723.0,60625.0,,15136.0,0.0002257824,0.1,1.2280948 +1040.8,900.4118,-0.018675089,1342.4657,980000.0,730.0,61250.0,,15296.0,0.0002255264,0.1,1.270277 +1036.0,901.78143,-0.014708158,1341.4634,990000.0,738.0,61875.0,,15456.0,0.0002252704,0.1,1.2710154 +1024.4,903.00757,-0.014102221,1340.4825,1000000.0,746.0,62500.0,,15616.0,0.0002250144,0.1,1.2934132 +1038.2,903.81635,-0.013198621,1341.3015,1010000.0,753.0,63125.0,,15776.0,0.0002247584,0.1,1.2352655 +1041.8,905.5443,-0.010513984,1342.1052,1020000.0,760.0,63750.0,,15936.0,0.0002245024,0.1,1.1900568 +1085.6,907.8203,-0.022882454,1342.8944,1030000.0,767.0,64375.0,,16064.0,0.0002242976,0.1,1.3082521 +1072.6,910.2441,-0.01846127,1343.6693,1040000.0,774.0,65000.0,,16224.0,0.0002240416,0.1,1.2782228 +1059.6,912.372,-0.0125277955,1342.7109,1050000.0,782.0,65625.0,,16384.0,0.0002237856,0.1,1.2675387 +1037.4,914.58405,-0.022268437,1341.7721,1060000.0,790.0,66250.0,,16544.0,0.0002235296,0.1,1.2375596 +1049.4,916.432,-0.006448611,1342.5345,1070000.0,797.0,66875.0,,16704.0,0.0002232736,0.1,1.2021761 +1034.8,917.86993,-0.018546477,1341.6149,1080000.0,805.0,67500.0,,16864.0,0.0002230176,0.1,1.3060899 +1029.0,919.39185,-0.013812354,1342.3645,1090000.0,812.0,68125.0,,17024.0,0.0002227616,0.1,1.3469574 +1020.6,920.9099,-0.023573937,1343.1013,1100000.0,819.0,68750.0,,17184.0,0.0002225056,0.1,1.3375435 +1008.0,922.53796,-0.004345533,1345.4546,1110000.0,825.0,69375.0,,17312.0,0.0002223008,0.1,1.2638977 +1020.8,924.332,-0.00077184755,1346.1538,1120000.0,832.0,70000.0,,17472.0,0.0002220448,0.1,1.2986854 +1029.0,925.986,-0.012177205,1345.238,1130000.0,840.0,70625.0,,17632.0,0.0002217888,0.1,1.3228265 +1044.0,927.9739,-0.0047658063,1345.9268,1140000.0,847.0,71250.0,,17792.0,0.0002215328,0.1,1.2736583 +1023.8,929.6099,-0.017420711,1345.0293,1150000.0,855.0,71875.0,,17952.0,0.0002212768,0.1,1.2723174 +1034.0,931.28394,-0.015595319,1345.7076,1160000.0,862.0,72500.0,,18112.0,0.0002210208,0.1,1.3032765 +1062.8,933.14594,-0.015256041,1346.3751,1170000.0,869.0,73125.0,,18272.0,0.0002207648,0.1,1.299182 +1080.2,935.02795,-0.011460205,1345.496,1180000.0,877.0,73750.0,,18432.0,0.0002205088,0.1,1.3591009 +1089.6,937.06396,-0.021548733,1346.1538,1190000.0,884.0,74375.0,,18592.0,0.0002202528,0.1,1.353075 +1098.6,939.34204,-0.014453896,1346.8014,1200000.0,891.0,75000.0,,18720.0,0.000220048,0.1,1.2518618 +1110.0,941.992,-0.0197472,1347.4387,1210000.0,898.0,75625.0,,18880.0,0.000219792,0.1,1.2708602 +1137.8,944.992,-0.012596993,1346.5784,1220000.0,906.0,76250.0,,19040.0,0.000219536,0.1,1.2757463 +1116.8,947.8399,-0.020512948,1347.207,1230000.0,913.0,76875.0,,19200.0,0.00021928,0.1,1.2488978 +1158.6,951.0839,-0.019123934,1347.826,1240000.0,920.0,77500.0,,19360.0,0.000219024,0.1,1.2417845 +1163.4,954.1039,-0.00840778,1348.4358,1250000.0,927.0,78125.0,,19520.0,0.000218768,0.1,1.181591 +1204.4,957.44196,-0.011669774,1349.0364,1260000.0,934.0,78750.0,,19680.0,0.000218512,0.1,1.2031978 +1243.0,961.368,-0.012102965,1349.628,1270000.0,941.0,79375.0,,19840.0,0.000218256,0.1,1.2282848 +1261.4,965.2739,-0.012952557,1350.2109,1280000.0,948.0,80000.0,,20000.0,0.000218,0.1,1.2275918 +1255.6,969.164,-0.0088085495,1350.7854,1290000.0,955.0,80625.0,,20128.0,0.0002177952,0.1,1.1833513 +1262.8,973.118,-0.0061514676,1351.3513,1300000.0,962.0,81250.0,,20288.0,0.0002175392,0.1,1.2022228 +1264.0,976.938,-0.017290017,1351.9092,1310000.0,969.0,81875.0,,20448.0,0.0002172832,0.1,1.19618 +1286.2,981.104,-0.017096898,1352.459,1320000.0,976.0,82500.0,,20608.0,0.0002170272,0.1,1.221815 +1301.4,985.008,-0.014411214,1351.626,1330000.0,984.0,83125.0,,20768.0,0.0002167712,0.1,1.1748111 +1332.8,989.08,-0.0019330692,1350.8064,1340000.0,992.0,83750.0,,20928.0,0.0002165152,0.1,1.1610473 +1340.8,993.032,-0.013096138,1351.3513,1350000.0,999.0,84375.0,,21088.0,0.0002162592,0.1,1.1799169 +1377.0,997.3479,-0.02090179,1351.8887,1360000.0,1006.0,85000.0,,21248.0,0.0002160032,0.1,1.1627538 +1382.2,1001.86,-0.02471834,1353.7549,1370000.0,1012.0,85625.0,,21376.0,0.0002157984,0.1,1.1391028 +1361.8,1006.024,-0.004936462,1352.9412,1380000.0,1020.0,86250.0,,21536.0,0.0002155424,0.1,1.144951 +1383.0,1010.484,-0.005925081,1353.4567,1390000.0,1027.0,86875.0,,21696.0,0.0002152864,0.1,1.1829653 +1344.4,1014.56195,-0.021501891,1352.657,1400000.0,1035.0,87500.0,,21856.0,0.0002150304,0.1,1.164705 +1317.8,1018.49786,-0.011729856,1353.167,1410000.0,1042.0,88125.0,,22016.0,0.0002147744,0.1,1.1486166 +1293.2,1022.55,0.0019683866,1353.6702,1420000.0,1049.0,88750.0,,22176.0,0.0002145184,0.1,1.1332952 +1307.6,1026.788,-0.016581696,1354.1666,1430000.0,1056.0,89375.0,,22336.0,0.0002142624,0.1,1.2016261 +1347.8,1031.7019,-0.026047414,1354.6566,1440000.0,1063.0,90000.0,,22496.0,0.0002140064,0.1,1.1757395 +1396.4,1036.84,0.00025856245,1353.8749,1450000.0,1071.0,90625.0,,22656.0,0.0002137504,0.1,1.1745429 +1400.2,1041.9,-0.014982058,1355.6174,1460000.0,1077.0,91250.0,,22784.0,0.0002135456,0.1,1.1666483 +1411.6,1046.9879,-0.0041419948,1356.0885,1470000.0,1084.0,91875.0,,22944.0,0.0002132896,0.1,1.1601031 +1407.4,1051.834,-0.007402103,1355.3114,1480000.0,1092.0,92500.0,,23104.0,0.0002130336,0.1,1.1724558 +1409.4,1056.2781,-0.016122004,1355.778,1490000.0,1099.0,93125.0,,23264.0,0.0002127776,0.1,1.1728002 +1430.0,1061.254,-0.013631912,1356.2386,1500000.0,1106.0,93750.0,,23424.0,0.0002125216,0.1,1.1883458 +1402.4,1065.828,-0.0069430633,1356.6936,1510000.0,1113.0,94375.0,,23584.0,0.0002122656,0.1,1.1703486 +1366.2,1070.106,-0.015236853,1357.1428,1520000.0,1120.0,95000.0,,23744.0,0.0002120096,0.1,1.1112344 +1384.2,1074.5901,-0.016895536,1357.5865,1530000.0,1127.0,95625.0,,23904.0,0.0002117536,0.1,1.1103394 +1340.4,1078.754,-0.0110879885,1356.8282,1540000.0,1135.0,96250.0,,24032.0,0.0002115488,0.1,1.1656299 +1334.6,1082.7902,-0.015852,1356.0804,1550000.0,1143.0,96875.0,,24192.0,0.0002112928,0.1,1.1807847 +1335.2,1086.9402,-0.016351828,1355.3431,1560000.0,1151.0,97500.0,,24352.0,0.0002110368,0.1,1.1189902 +1334.4,1091.066,-0.002622554,1354.6161,1570000.0,1159.0,98125.0,,24512.0,0.0002107808,0.1,1.0976211 +1342.0,1095.5021,-0.021335114,1355.06,1580000.0,1166.0,98750.0,,24672.0,0.0002105248,0.1,1.1697353 +1350.6,1099.9761,-0.0045837704,1355.4988,1590000.0,1173.0,99375.0,,24832.0,0.0002102688,0.1,1.1160682 +1354.8,1104.754,-0.012715601,1354.784,1600000.0,1181.0,100000.0,,24992.0,0.0002100128,0.1,1.1362612 +1343.2,1109.486,-0.002458388,1355.2189,1610000.0,1188.0,100625.0,,25152.0,0.0002097568,0.1,1.0246658 +1373.2,1114.8721,0.014150709,1355.6486,1620000.0,1195.0,101250.0,,25312.0,0.0002095008,0.1,1.0109985 +1344.2,1119.8821,-0.014927184,1356.0732,1630000.0,1202.0,101875.0,,25440.0,0.000209296,0.1,1.1289971 +1387.8,1125.27,-0.0118213985,1356.4929,1640000.0,1209.0,102500.0,,25600.0,0.00020904,0.1,1.0832986 +1392.8,1130.4921,-0.019651085,1356.9078,1650000.0,1216.0,103125.0,,25760.0,0.000208784,0.1,1.1133099 +1391.4,1135.678,-0.013867965,1357.3181,1660000.0,1223.0,103750.0,,25920.0,0.000208528,0.1,1.0637832 +1377.6,1140.682,0.0073886313,1357.7236,1670000.0,1230.0,104375.0,,26080.0,0.000208272,0.1,1.0699886 +1380.4,1145.7839,-0.0026104087,1358.1245,1680000.0,1237.0,105000.0,,26240.0,0.000208016,0.1,1.0222821 +1420.2,1151.468,0.00039572862,1358.5209,1690000.0,1244.0,105625.0,,26400.0,0.00020776,0.1,1.0779619 +1445.4,1157.434,-0.008757383,1358.9128,1700000.0,1251.0,106250.0,,26560.0,0.000207504,0.1,1.0476147 +1459.4,1163.532,0.011739537,1359.3005,1710000.0,1258.0,106875.0,,26688.0,0.0002072992,0.1,1.0169678 +1399.8,1168.82,-0.014886365,1359.6838,1720000.0,1265.0,107500.0,,26848.0,0.0002070432,0.1,1.0782353 +1422.8,1174.3939,-0.01063863,1360.0629,1730000.0,1272.0,108125.0,,27008.0,0.0002067872,0.1,1.0276194 +1420.8,1180.022,-0.009956378,1359.375,1740000.0,1280.0,108750.0,,27168.0,0.0002065312,0.1,1.0179186 +1453.2,1185.82,-0.003635847,1359.7513,1750000.0,1287.0,109375.0,,27328.0,0.0002062752,0.1,0.9948281 +1452.4,1191.536,-0.016479032,1360.1237,1760000.0,1294.0,110000.0,,27488.0,0.0002060192,0.1,1.0323428 +1475.6,1197.7059,-0.015343931,1360.492,1770000.0,1301.0,110625.0,,27648.0,0.0002057632,0.1,1.0928221 +1469.8,1203.72,-0.014484004,1360.8563,1780000.0,1308.0,111250.0,,27808.0,0.0002055072,0.1,1.0425602 +1464.2,1209.572,-0.015120624,1360.1824,1790000.0,1316.0,111875.0,,27968.0,0.0002052512,0.1,1.1142104 +1479.2,1215.52,-0.0015814494,1361.5734,1800000.0,1322.0,112500.0,,28096.0,0.0002050464,0.1,1.0361724 +1475.6,1221.496,-0.01798937,1361.9263,1810000.0,1329.0,113125.0,,28256.0,0.0002047904,0.1,1.0915916 +1501.4,1227.4761,-0.0067136427,1362.2754,1820000.0,1336.0,113750.0,,28416.0,0.0002045344,0.1,1.0601063 +1483.4,1233.1539,-0.005924122,1362.621,1830000.0,1343.0,114375.0,,28576.0,0.0002042784,0.1,1.062466 +1508.8,1238.772,-0.020417592,1361.9541,1840000.0,1351.0,115000.0,,28736.0,0.0002040224,0.1,1.0916219 +1468.4,1243.83,0.0009958342,1362.2975,1850000.0,1358.0,115625.0,,28896.0,0.0002037664,0.1,1.1268361 +1454.0,1248.638,-0.008708442,1362.6373,1860000.0,1365.0,116250.0,,29056.0,0.0002035104,0.1,1.1296026 +1473.8,1253.6499,-0.0074473713,1362.9738,1870000.0,1372.0,116875.0,,29216.0,0.0002032544,0.1,1.1282175 +1525.4,1259.0121,-0.0033966866,1363.3068,1880000.0,1379.0,117500.0,,29344.0,0.0002030496,0.1,1.1316671 +1508.2,1264.302,-0.0070933355,1362.6532,1890000.0,1387.0,118125.0,,29504.0,0.0002027936,0.1,1.1898593 +1492.2,1269.608,-0.015509841,1362.9843,1900000.0,1394.0,118750.0,,29664.0,0.0002025376,0.1,1.1396883 +1502.6,1274.764,-0.007628215,1362.3395,1910000.0,1402.0,119375.0,,29824.0,0.0002022816,0.1,1.1848669 +1484.4,1279.6101,-0.014582868,1362.6686,1920000.0,1409.0,120000.0,,29984.0,0.0002020256,0.1,1.1319396 +1496.8,1284.698,-0.016617093,1362.9944,1930000.0,1416.0,120625.0,,30144.0,0.0002017696,0.1,1.1554716 +1528.8,1289.88,-0.011824937,1363.3169,1940000.0,1423.0,121250.0,,30304.0,0.0002015136,0.1,1.0694811 +1547.6,1294.8779,-0.005086448,1363.6364,1950000.0,1430.0,121875.0,,30464.0,0.0002012576,0.1,1.1180944 +1511.6,1299.548,-0.020127025,1363.9526,1960000.0,1437.0,122500.0,,30624.0,0.0002010016,0.1,1.1706551 +1535.4,1304.664,-0.0028620474,1364.2659,1970000.0,1444.0,123125.0,,30752.0,0.0002007968,0.1,1.0945425 +1566.2,1309.9181,0.003125445,1364.5762,1980000.0,1451.0,123750.0,,30912.0,0.0002005408,0.1,1.0937743 +1555.4,1315.112,-0.02053771,1364.8834,1990000.0,1458.0,124375.0,,31072.0,0.0002002848,0.1,1.1607432 +1550.2,1320.37,-0.014648819,1365.1877,2000000.0,1465.0,125000.0,,31232.0,0.0002000288,0.1,1.135309 +1535.2,1325.34,-0.012707779,1365.4891,2010000.0,1472.0,125625.0,,31392.0,0.0001997728,0.1,1.1153401 +1532.8,1330.25,-0.009662797,1365.7877,2020000.0,1479.0,126250.0,,31552.0,0.0001995168,0.1,1.0861452 +1543.8,1334.832,-0.008685466,1367.0034,2030000.0,1485.0,126875.0,,31712.0,0.0001992608,0.1,1.0388904 +1543.6,1339.542,-0.002738187,1366.3765,2040000.0,1493.0,127500.0,,31872.0,0.0001990048,0.1,1.1004539 +1499.8,1343.9438,-0.010522681,1366.6666,2050000.0,1500.0,128125.0,,32000.0,0.0001988,0.1,1.1378909 +1472.4,1348.294,-0.0058469754,1366.0477,2060000.0,1508.0,128750.0,,32160.0,0.000198544,0.1,1.1512156 +1467.4,1352.4742,-0.019483892,1365.4353,2070000.0,1516.0,129375.0,,32320.0,0.000198288,0.1,1.0861949 +1490.0,1357.0261,-0.013614858,1365.7256,2080000.0,1523.0,130000.0,,32480.0,0.000198032,0.1,1.1100066 +1486.4,1361.6001,-0.029280584,1366.0131,2090000.0,1530.0,130625.0,,32640.0,0.000197776,0.1,1.1380717 +1470.4,1366.0981,0.0052180104,1365.4097,2100000.0,1538.0,131250.0,,32800.0,0.00019752,0.1,1.118958 +1431.6,1370.3341,-0.029846149,1364.8124,2110000.0,1546.0,131875.0,,32960.0,0.000197264,0.1,1.1541526 +1417.6,1374.302,-0.018309107,1364.2213,2120000.0,1554.0,132500.0,,33120.0,0.000197008,0.1,1.2201877 +1464.6,1378.6578,-0.016182182,1364.5099,2130000.0,1561.0,133125.0,,33280.0,0.000196752,0.1,1.1810064 +1481.2,1383.0298,-0.021237776,1365.6669,2140000.0,1567.0,133750.0,,33408.0,0.0001965472,0.1,1.1748561 +1468.8,1387.48,-0.021892166,1365.9467,2150000.0,1574.0,134375.0,,33568.0,0.0001962912,0.1,1.1312132 +1514.6,1392.2859,-0.0011871434,1365.3604,2160000.0,1582.0,135000.0,,33728.0,0.0001960352,0.1,1.1225582 +1534.6,1397.0039,-0.0062049036,1365.6388,2170000.0,1589.0,135625.0,,33888.0,0.0001957792,0.1,1.0308626 +1525.2,1401.4539,-0.01284769,1365.0594,2180000.0,1597.0,136250.0,,34048.0,0.0001955232,0.1,1.0884538 +1555.2,1406.11,-0.010978404,1365.3367,2190000.0,1604.0,136875.0,,34208.0,0.0001952672,0.1,1.1666019 +1549.6,1410.62,-0.02932478,1365.6115,2200000.0,1611.0,137500.0,,34368.0,0.0001950112,0.1,1.1462708 +1570.6,1415.226,-0.019438814,1365.0402,2210000.0,1619.0,138125.0,,34528.0,0.0001947552,0.1,1.0624197 +1571.6,1419.564,-0.0137362145,1365.3136,2220000.0,1626.0,138750.0,,34656.0,0.0001945504,0.1,1.0610712 +1614.4,1424.54,-0.024202121,1364.749,2230000.0,1634.0,139375.0,,34816.0,0.0001942944,0.1,1.1167235 +1588.4,1428.8381,0.0070924717,1363.3597,2240000.0,1643.0,140000.0,,34976.0,0.0001940384,0.1,1.073428 +1550.8,1432.712,-0.016168185,1362.8104,2250000.0,1651.0,140625.0,,35136.0,0.0001937824,0.1,1.0493044 +1606.0,1436.7281,-0.0052112606,1363.088,2260000.0,1658.0,141250.0,,35296.0,0.0001935264,0.1,1.0222058 +1605.2,1440.35,7.395825e-05,1363.3634,2270000.0,1665.0,141875.0,,35456.0,0.0001932704,0.1,1.0357499 +1633.0,1444.0659,-0.009906494,1362.8213,2280000.0,1673.0,142500.0,,35616.0,0.0001930144,0.1,1.0542036 +1659.4,1448.1042,-0.020838488,1363.0952,2290000.0,1680.0,143125.0,,35776.0,0.0001927584,0.1,0.97804415 +1644.0,1451.9161,-0.011914214,1363.367,2300000.0,1687.0,143750.0,,35936.0,0.0001925024,0.1,1.0485452 +1639.6,1455.672,-0.014813599,1363.6364,2310000.0,1694.0,144375.0,,36064.0,0.0001922976,0.1,1.0973403 +1621.8,1459.028,-0.008969225,1363.9036,2320000.0,1701.0,145000.0,,36224.0,0.0001920416,0.1,1.1483617 +1622.4,1462.2379,-0.014645954,1363.3704,2330000.0,1709.0,145625.0,,36384.0,0.0001917856,0.1,1.1117619 +1603.6,1464.9459,-0.0139710605,1363.6364,2340000.0,1716.0,146250.0,,36544.0,0.0001915296,0.1,1.051872 +1574.4,1467.282,-0.0069011915,1363.109,2350000.0,1724.0,146875.0,,36704.0,0.0001912736,0.1,1.146583 +1563.0,1469.1422,-0.007710617,1363.3738,2360000.0,1731.0,147500.0,,36864.0,0.0001910176,0.1,1.1591036 +1536.2,1470.682,-0.005551017,1363.6364,2370000.0,1738.0,148125.0,,37024.0,0.0001907616,0.1,1.1312366 +1505.6,1472.1201,-0.012875581,1363.1157,2380000.0,1746.0,148750.0,,37184.0,0.0001905056,0.1,1.1205014 +1501.4,1473.3041,-0.016342819,1364.1553,2390000.0,1752.0,149375.0,,37312.0,0.0001903008,0.1,1.065306 +1532.0,1475.1802,-0.02232399,1364.4116,2400000.0,1759.0,150000.0,,37472.0,0.0001900448,0.1,1.1354592 +1542.0,1477.422,-0.017254489,1363.8936,2410000.0,1767.0,150625.0,,37632.0,0.0001897888,0.1,1.1671854 +1584.0,1480.33,-0.021940064,1364.1488,2420000.0,1774.0,151250.0,,37792.0,0.0001895328,0.1,1.1707401 +1611.8,1483.3721,-0.020449908,1364.402,2430000.0,1781.0,151875.0,,37952.0,0.0001892768,0.1,1.1703007 +1601.6,1485.9098,-0.016049331,1364.6532,2440000.0,1788.0,152500.0,,38112.0,0.0001890208,0.1,1.0984559 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..4da860b387c85d9be2c5c7f6da63ef257d3b5d0f --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1485.9097900390625, + "strength": 472.3859558105469, + "max_strength": 941.6000366210938, + "final_strength": 883.7999877929688, + "sample_efficiency": 1.259149712495855e-06, + "training_efficiency": 8.421247912338004e-05, + "stability": 0.983962893486023 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f294c840908f46764a83bae3f7673f850884ed94 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s0_session_metrics_train.json @@ -0,0 +1,1734 @@ +{ + "scalar": { + "total_reward_ma": 1485.9097900390625, + "strength": 472.3859558105469, + "max_strength": 941.6000366210938, + "final_strength": 883.7999877929688, + "sample_efficiency": 1.259149712495855e-06, + "training_efficiency": 8.421247912338004e-05, + "stability": 0.983962893486023 + }, + "local": { + "mean_returns": [ + 957.3333129882812, + 869.0, + 858.0, + 830.2380981445312, + 846.7999877929688, + 816.2000122070312, + 864.5999755859375, + 891.0, + 876.7999877929688, + 868.7999877929688, + 845.2000122070312, + 841.4000244140625, + 863.5999755859375, + 845.2000122070312, + 860.2000122070312, + 866.5999755859375, + 876.5999755859375, + 892.0, + 886.0, + 870.7999877929688, + 845.0, + 837.7999877929688, + 832.0, + 834.2000122070312, + 861.4000244140625, + 870.5999755859375, + 850.4000244140625, + 870.7999877929688, + 866.5999755859375, + 867.4000244140625, + 882.0, + 869.5999755859375, + 911.0, + 925.5999755859375, + 945.5999755859375, + 945.4000244140625, + 931.0, + 945.4000244140625, + 937.0, + 936.5999755859375, + 924.2000122070312, + 888.0, + 883.7999877929688, + 856.4000244140625, + 882.5999755859375, + 894.2000122070312, + 902.7999877929688, + 922.7999877929688, + 965.0, + 932.4000244140625, + 945.0, + 938.4000244140625, + 935.7999877929688, + 924.0, + 931.0, + 920.2000122070312, + 921.7999877929688, + 898.4000244140625, + 903.2000122070312, + 877.0, + 870.0, + 834.5999755859375, + 843.2000122070312, + 849.0, + 870.5999755859375, + 872.7999877929688, + 877.2000122070312, + 870.2000122070312, + 851.7999877929688, + 848.7999877929688, + 849.5999755859375, + 871.0, + 865.4000244140625, + 858.0, + 873.4000244140625, + 880.7999877929688, + 858.5999755859375, + 868.4000244140625, + 879.0, + 884.4000244140625, + 878.0, + 903.4000244140625, + 915.5999755859375, + 947.0, + 962.5999755859375, + 973.2000122070312, + 972.5999755859375, + 989.2000122070312, + 979.2000122070312, + 961.5999755859375, + 987.0, + 999.7999877929688, + 988.0, + 1010.5999755859375, + 1047.800048828125, + 1044.5999755859375, + 1023.7999877929688, + 1040.800048828125, + 1036.0, + 1024.4000244140625, + 1038.199951171875, + 1041.800048828125, + 1085.5999755859375, + 1072.5999755859375, + 1059.5999755859375, + 1037.4000244140625, + 1049.4000244140625, + 1034.800048828125, + 1029.0, + 1020.5999755859375, + 1008.0, + 1020.7999877929688, + 1029.0, + 1044.0, + 1023.7999877929688, + 1034.0, + 1062.800048828125, + 1080.199951171875, + 1089.5999755859375, + 1098.5999755859375, + 1110.0, + 1137.800048828125, + 1116.800048828125, + 1158.5999755859375, + 1163.4000244140625, + 1204.4000244140625, + 1243.0, + 1261.4000244140625, + 1255.5999755859375, + 1262.800048828125, + 1264.0, + 1286.199951171875, + 1301.4000244140625, + 1332.800048828125, + 1340.800048828125, + 1377.0, + 1382.199951171875, + 1361.800048828125, + 1383.0, + 1344.4000244140625, + 1317.800048828125, + 1293.199951171875, + 1307.5999755859375, + 1347.800048828125, + 1396.4000244140625, + 1400.199951171875, + 1411.5999755859375, + 1407.4000244140625, + 1409.4000244140625, + 1430.0, + 1402.4000244140625, + 1366.199951171875, + 1384.199951171875, + 1340.4000244140625, + 1334.5999755859375, + 1335.199951171875, + 1334.4000244140625, + 1342.0, + 1350.5999755859375, + 1354.800048828125, + 1343.199951171875, + 1373.199951171875, + 1344.199951171875, + 1387.800048828125, + 1392.800048828125, + 1391.4000244140625, + 1377.5999755859375, + 1380.4000244140625, + 1420.199951171875, + 1445.4000244140625, + 1459.4000244140625, + 1399.800048828125, + 1422.800048828125, + 1420.800048828125, + 1453.199951171875, + 1452.4000244140625, + 1475.5999755859375, + 1469.800048828125, + 1464.199951171875, + 1479.199951171875, + 1475.5999755859375, + 1501.4000244140625, + 1483.4000244140625, + 1508.800048828125, + 1468.4000244140625, + 1454.0, + 1473.800048828125, + 1525.4000244140625, + 1508.199951171875, + 1492.199951171875, + 1502.5999755859375, + 1484.4000244140625, + 1496.800048828125, + 1528.800048828125, + 1547.5999755859375, + 1511.5999755859375, + 1535.4000244140625, + 1566.199951171875, + 1555.4000244140625, + 1550.199951171875, + 1535.199951171875, + 1532.800048828125, + 1543.800048828125, + 1543.5999755859375, + 1499.800048828125, + 1472.4000244140625, + 1467.4000244140625, + 1490.0, + 1486.4000244140625, + 1470.4000244140625, + 1431.5999755859375, + 1417.5999755859375, + 1464.5999755859375, + 1481.199951171875, + 1468.800048828125, + 1514.5999755859375, + 1534.5999755859375, + 1525.199951171875, + 1555.199951171875, + 1549.5999755859375, + 1570.5999755859375, + 1571.5999755859375, + 1614.4000244140625, + 1588.4000244140625, + 1550.800048828125, + 1606.0, + 1605.199951171875, + 1633.0, + 1659.4000244140625, + 1644.0, + 1639.5999755859375, + 1621.800048828125, + 1622.4000244140625, + 1603.5999755859375, + 1574.4000244140625, + 1563.0, + 1536.199951171875, + 1505.5999755859375, + 1501.4000244140625, + 1532.0, + 1542.0, + 1584.0, + 1611.800048828125, + 1601.5999755859375 + ], + "strengths": [ + 239.5333251953125, + 151.20001220703125, + 140.20001220703125, + 112.4381103515625, + 129.0, + 98.4000244140625, + 146.79998779296875, + 173.20001220703125, + 159.0, + 151.0, + 127.4000244140625, + 123.60003662109375, + 145.79998779296875, + 127.4000244140625, + 142.4000244140625, + 148.79998779296875, + 158.79998779296875, + 174.20001220703125, + 168.20001220703125, + 153.0, + 127.20001220703125, + 120.0, + 114.20001220703125, + 116.4000244140625, + 143.60003662109375, + 152.79998779296875, + 132.60003662109375, + 153.0, + 148.79998779296875, + 149.60003662109375, + 164.20001220703125, + 151.79998779296875, + 193.20001220703125, + 207.79998779296875, + 227.79998779296875, + 227.60003662109375, + 213.20001220703125, + 227.60003662109375, + 219.20001220703125, + 218.79998779296875, + 206.4000244140625, + 170.20001220703125, + 166.0, + 138.60003662109375, + 164.79998779296875, + 176.4000244140625, + 185.0, + 205.0, + 247.20001220703125, + 214.60003662109375, + 227.20001220703125, + 220.60003662109375, + 218.0, + 206.20001220703125, + 213.20001220703125, + 202.4000244140625, + 204.0, + 180.60003662109375, + 185.4000244140625, + 159.20001220703125, + 152.20001220703125, + 116.79998779296875, + 125.4000244140625, + 131.20001220703125, + 152.79998779296875, + 155.0, + 159.4000244140625, + 152.4000244140625, + 134.0, + 131.0, + 131.79998779296875, + 153.20001220703125, + 147.60003662109375, + 140.20001220703125, + 155.60003662109375, + 163.0, + 140.79998779296875, + 150.60003662109375, + 161.20001220703125, + 166.60003662109375, + 160.20001220703125, + 185.60003662109375, + 197.79998779296875, + 229.20001220703125, + 244.79998779296875, + 255.4000244140625, + 254.79998779296875, + 271.4000244140625, + 261.4000244140625, + 243.79998779296875, + 269.20001220703125, + 282.0, + 270.20001220703125, + 292.79998779296875, + 330.00006103515625, + 326.79998779296875, + 306.0, + 323.00006103515625, + 318.20001220703125, + 306.60003662109375, + 320.39996337890625, + 324.00006103515625, + 367.79998779296875, + 354.79998779296875, + 341.79998779296875, + 319.60003662109375, + 331.60003662109375, + 317.00006103515625, + 311.20001220703125, + 302.79998779296875, + 290.20001220703125, + 303.0, + 311.20001220703125, + 326.20001220703125, + 306.0, + 316.20001220703125, + 345.00006103515625, + 362.39996337890625, + 371.79998779296875, + 380.79998779296875, + 392.20001220703125, + 420.00006103515625, + 399.00006103515625, + 440.79998779296875, + 445.60003662109375, + 486.60003662109375, + 525.2000122070312, + 543.6000366210938, + 537.7999877929688, + 545.0000610351562, + 546.2000122070312, + 568.3999633789062, + 583.6000366210938, + 615.0000610351562, + 623.0000610351562, + 659.2000122070312, + 664.3999633789062, + 644.0000610351562, + 665.2000122070312, + 626.6000366210938, + 600.0000610351562, + 575.3999633789062, + 589.7999877929688, + 630.0000610351562, + 678.6000366210938, + 682.3999633789062, + 693.7999877929688, + 689.6000366210938, + 691.6000366210938, + 712.2000122070312, + 684.6000366210938, + 648.3999633789062, + 666.3999633789062, + 622.6000366210938, + 616.7999877929688, + 617.3999633789062, + 616.6000366210938, + 624.2000122070312, + 632.7999877929688, + 637.0000610351562, + 625.3999633789062, + 655.3999633789062, + 626.3999633789062, + 670.0000610351562, + 675.0000610351562, + 673.6000366210938, + 659.7999877929688, + 662.6000366210938, + 702.3999633789062, + 727.6000366210938, + 741.6000366210938, + 682.0000610351562, + 705.0000610351562, + 703.0000610351562, + 735.3999633789062, + 734.6000366210938, + 757.7999877929688, + 752.0000610351562, + 746.3999633789062, + 761.3999633789062, + 757.7999877929688, + 783.6000366210938, + 765.6000366210938, + 791.0000610351562, + 750.6000366210938, + 736.2000122070312, + 756.0000610351562, + 807.6000366210938, + 790.3999633789062, + 774.3999633789062, + 784.7999877929688, + 766.6000366210938, + 779.0000610351562, + 811.0000610351562, + 829.7999877929688, + 793.7999877929688, + 817.6000366210938, + 848.3999633789062, + 837.6000366210938, + 832.3999633789062, + 817.3999633789062, + 815.0000610351562, + 826.0000610351562, + 825.7999877929688, + 782.0000610351562, + 754.6000366210938, + 749.6000366210938, + 772.2000122070312, + 768.6000366210938, + 752.6000366210938, + 713.7999877929688, + 699.7999877929688, + 746.7999877929688, + 763.3999633789062, + 751.0000610351562, + 796.7999877929688, + 816.7999877929688, + 807.3999633789062, + 837.3999633789062, + 831.7999877929688, + 852.7999877929688, + 853.7999877929688, + 896.6000366210938, + 870.6000366210938, + 833.0000610351562, + 888.2000122070312, + 887.3999633789062, + 915.2000122070312, + 941.6000366210938, + 926.2000122070312, + 921.7999877929688, + 904.0000610351562, + 904.6000366210938, + 885.7999877929688, + 856.6000366210938, + 845.2000122070312, + 818.3999633789062, + 787.7999877929688, + 783.6000366210938, + 814.2000122070312, + 824.2000122070312, + 866.2000122070312, + 894.0000610351562, + 883.7999877929688 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 8.065176371019334e-05, + 6.815670349169523e-05, + 6.061446401872672e-05, + 5.3831110562896356e-05, + 4.963140600011684e-05, + 4.453225847100839e-05, + 3.987310628872365e-05, + 3.648500933195464e-05, + 3.382022259756923e-05, + 3.1885218049865216e-05, + 3.0223467547330074e-05, + 2.8492284400272183e-05, + 2.714909533096943e-05, + 2.5803365133469924e-05, + 2.4547180146328174e-05, + 2.3349599359789863e-05, + 2.2179527150001377e-05, + 2.116960422426928e-05, + 2.0336727175163105e-05, + 1.9697155948961154e-05, + 1.9132070519845e-05, + 1.8625325537868775e-05, + 1.8137245206162333e-05, + 1.7572034266777337e-05, + 1.7011940144584514e-05, + 1.6556796254008077e-05, + 1.6063822840806097e-05, + 1.5614623407600448e-05, + 1.5190169506240636e-05, + 1.4752899915038142e-05, + 1.4372863006428815e-05, + 1.3919888260716107e-05, + 1.3467734788719099e-05, + 1.3009377653361298e-05, + 1.2586049706442282e-05, + 1.2217294170113746e-05, + 1.1850112059619278e-05, + 1.1519726285769138e-05, + 1.1210386219318025e-05, + 1.0935505997622386e-05, + 1.0720007594500203e-05, + 1.0518707313167397e-05, + 1.0356847269576974e-05, + 1.0171319445362315e-05, + 9.980734830605797e-06, + 9.789250725589227e-06, + 9.586519809090532e-06, + 9.35449861572124e-06, + 9.163285540125798e-06, + 8.970338967628777e-06, + 8.791683285380714e-06, + 8.622927452961449e-06, + 8.469935892208014e-06, + 8.318085747305304e-06, + 8.179517863027286e-06, + 8.045022696023807e-06, + 7.930019819468725e-06, + 7.815695425961167e-06, + 7.720383109699469e-06, + 7.631585503986571e-06, + 7.564887710032053e-06, + 7.494603778468445e-06, + 7.422515409416519e-06, + 7.340401225519599e-06, + 7.259088306454942e-06, + 7.1774807111069094e-06, + 7.1012955231708474e-06, + 7.035721864667721e-06, + 6.97283894623979e-06, + 6.9107545641600154e-06, + 6.840058176749153e-06, + 6.773406312277075e-06, + 6.711370588163845e-06, + 6.6439361035008915e-06, + 6.574856797669781e-06, + 6.516423127322923e-06, + 6.455142738559516e-06, + 6.39091831544647e-06, + 6.325992671918357e-06, + 6.264903277042322e-06, + 6.195730293256929e-06, + 6.123856564954622e-06, + 6.042883796908427e-06, + 5.959043846814893e-06, + 5.874356702406658e-06, + 5.792565843876218e-06, + 5.708267508452991e-06, + 5.6296930779353715e-06, + 5.558601515076589e-06, + 5.4824495236971416e-06, + 5.4052070481702685e-06, + 5.333507033356e-06, + 5.258241799310781e-06, + 5.1763149713224266e-06, + 5.098061137687182e-06, + 5.027240149502177e-06, + 4.954921678290702e-06, + 4.8860060815059114e-06, + 4.821675702260109e-06, + 4.756518592330394e-06, + 4.692680704465602e-06, + 4.622599590220489e-06, + 4.557286047202069e-06, + 4.496377187024336e-06, + 4.441118107934017e-06, + 4.385432021081215e-06, + 4.333696779212914e-06, + 4.284269380150363e-06, + 4.237413577357074e-06, + 4.193605036562076e-06, + 4.14896658185171e-06, + 4.104251274839044e-06, + 4.0585673559689894e-06, + 4.016772891191067e-06, + 3.974620994995348e-06, + 3.929789727408206e-06, + 3.883957106154412e-06, + 3.838223619823111e-06, + 3.7926799905108055e-06, + 3.747088157979306e-06, + 3.6996837025071727e-06, + 3.655949285530369e-06, + 3.6090402772970265e-06, + 3.563059181033168e-06, + 3.514425088724238e-06, + 3.4636977943591774e-06, + 3.4130273434129776e-06, + 3.3646354040683946e-06, + 3.317265054647578e-06, + 3.2713887776480988e-06, + 3.2252594337478513e-06, + 3.1795202630746644e-06, + 3.1330084766523214e-06, + 3.087565119130886e-06, + 3.041216814381187e-06, + 2.996210696437629e-06, + 2.9541304229496745e-06, + 2.9121729312464595e-06, + 2.8739766548824264e-06, + 2.8385429686750285e-06, + 2.8055580969521543e-06, + 2.772712150544976e-06, + 2.738660896284273e-06, + 2.7031262561649783e-06, + 2.668533625183045e-06, + 2.634477823448833e-06, + 2.601688038339489e-06, + 2.569812750152778e-06, + 2.5379949875059538e-06, + 2.508327270334121e-06, + 2.4810165086819325e-06, + 2.4537109766242793e-06, + 2.428868810966378e-06, + 2.4048672457865905e-06, + 2.381425474595744e-06, + 2.3585744202136993e-06, + 2.3359907572739758e-06, + 2.3136392428568797e-06, + 2.2916717625776073e-06, + 2.2706044546794146e-06, + 2.2490391984320013e-06, + 2.2289009393716697e-06, + 2.207854095104267e-06, + 2.1871485387237044e-06, + 2.166966169170337e-06, + 2.147645091099548e-06, + 2.128671667378512e-06, + 2.1090136215207167e-06, + 2.089128201987478e-06, + 2.0693428268714342e-06, + 2.051560841209721e-06, + 2.0335794488346437e-06, + 2.01604098037933e-06, + 1.9980989236501046e-06, + 1.980576371352072e-06, + 1.962904434549273e-06, + 1.945759777299827e-06, + 1.929115342136356e-06, + 1.912505240397877e-06, + 1.896331355055736e-06, + 1.8799694316840032e-06, + 1.8643276007423992e-06, + 1.8485121699995943e-06, + 1.8338178051635623e-06, + 1.8196907376477611e-06, + 1.8054689689961378e-06, + 1.7905870208778651e-06, + 1.7763231880962849e-06, + 1.7626269936954486e-06, + 1.7490194750280352e-06, + 1.735984028528037e-06, + 1.7229893956027809e-06, + 1.7097229374485323e-06, + 1.6964179394562962e-06, + 1.683936602603353e-06, + 1.6713248669475433e-06, + 1.6584925788265537e-06, + 1.6460703591292258e-06, + 1.633960550861957e-06, + 1.6222899148488068e-06, + 1.6108647287182976e-06, + 1.5994943396435701e-06, + 1.5883314290476847e-06, + 1.5779431805640343e-06, + 1.5680817568863858e-06, + 1.558439407745027e-06, + 1.5486629081351566e-06, + 1.5390859289254877e-06, + 1.5298531934604398e-06, + 1.521225271972071e-06, + 1.5128842960621114e-06, + 1.5041097185530816e-06, + 1.4952724995964672e-06, + 1.4867065374346566e-06, + 1.477753812650917e-06, + 1.468718437536154e-06, + 1.4599251016989001e-06, + 1.4509465700029978e-06, + 1.4421674450204591e-06, + 1.4333074886963004e-06, + 1.4245765669329558e-06, + 1.4155547205518815e-06, + 1.406934757142153e-06, + 1.3988127420816454e-06, + 1.3902844102631207e-06, + 1.3818973911838839e-06, + 1.373383838654263e-06, + 1.3647660352944513e-06, + 1.356425400445005e-06, + 1.3482550684784655e-06, + 1.3403655430010986e-06, + 1.3325895906746155e-06, + 1.325087851000717e-06, + 1.3179360394133255e-06, + 1.3109760175211704e-06, + 1.3043259059486445e-06, + 1.298005145144998e-06, + 1.291794546887104e-06, + 1.285420921703917e-06, + 1.2790502523785108e-06, + 1.2724416365017532e-06, + 1.2657125125770108e-06, + 1.2591499398695305e-06 + ], + "training_efficiencies": [ + 0.0078125, + 0.006132965907454491, + 0.005102901719510555, + 0.004498539492487907, + 0.003964673262089491, + 0.0036384230479598045, + 0.003246122505515814, + 0.0028905156068503857, + 0.0026356284506618977, + 0.0024359493982046843, + 0.00229147938080132, + 0.002167814876884222, + 0.0020393631421029568, + 0.0019399705342948437, + 0.0018406369490548968, + 0.0017481260001659393, + 0.0016601195093244314, + 0.0015745755517855287, + 0.0015008506597951055, + 0.001440138090401888, + 0.001393580692820251, + 0.0013524990063160658, + 0.0013157043140381575, + 0.0012803063727915287, + 0.00123936019372195, + 0.0011989076156169176, + 0.001166063011623919, + 0.0011305182706564665, + 0.0010981556260958314, + 0.0010675997473299503, + 0.0010361451422795653, + 0.001008827704936266, + 0.0009762908448465168, + 0.0009438358247280121, + 0.0009110046667046845, + 0.0008807005942799151, + 0.0008543185540474951, + 0.0008280642214231193, + 0.000804454495664686, + 0.0007823611376807094, + 0.0007627398590557277, + 0.0007473657024092972, + 0.000733029330149293, + 0.0007215070072561502, + 0.0007083059172146022, + 0.0006947510410100222, + 0.0006811381899751723, + 0.0006667319103144109, + 0.0006502512842416763, + 0.0006366748712025583, + 0.0006229811697266996, + 0.0006103191990405321, + 0.0005983632290735841, + 0.000587527989409864, + 0.0005767774418927729, + 0.0005669707315973938, + 0.0005574556416831911, + 0.0005493222270160913, + 0.00054123968584463, + 0.0005345091340132058, + 0.0005282404599711299, + 0.0005235333228483796, + 0.0005185744957998395, + 0.0005134898237884045, + 0.0005076996167190373, + 0.0005019675008952618, + 0.0004962161183357239, + 0.0004908483242616057, + 0.0004862326313741505, + 0.0004818073648493737, + 0.00047743937466293573, + 0.0004724665777757764, + 0.00046777931856922805, + 0.0004634177021216601, + 0.00045867759035900235, + 0.00045382289681583643, + 0.00044971969327889383, + 0.0004454174777492881, + 0.00044090946903452277, + 0.00043635308975353837, + 0.000432066764915362, + 0.00042721416684798896, + 0.0004221730341669172, + 0.00041649481863714755, + 0.00041061663068830967, + 0.0004046832618769258, + 0.0003989538236055523, + 0.0003930497623514384, + 0.00038754750858061016, + 0.0003825701423920691, + 0.00037723936839029193, + 0.0003718331572599709, + 0.0003668157442007214, + 0.00036155234556645155, + 0.0003558240132406354, + 0.0003503533371258527, + 0.00034540300839580595, + 0.0003403488954063505, + 0.0003355333465151489, + 0.0003310389001853764, + 0.00032648741034790874, + 0.00032202876172959805, + 0.00031713719363324344, + 0.0003125790390186012, + 0.000308328919345513, + 0.0003044735931325704, + 0.0003005890757776797, + 0.0002969807246699929, + 0.0002935337834060192, + 0.00029026667471043766, + 0.0002872138866223395, + 0.00028410370578058064, + 0.0002809886063914746, + 0.00027780645177699625, + 0.00027489563217386603, + 0.0002719602780416608, + 0.0002688388049136847, + 0.0002656480064615607, + 0.00026246460038237274, + 0.00025929618277586997, + 0.0002561248547863215, + 0.0002528278564568609, + 0.0002497864479664713, + 0.0002465247525833547, + 0.00024332795874215662, + 0.00023994717048481107, + 0.00023642132873646915, + 0.00023289989621844143, + 0.00022953869483899325, + 0.00022624887060374022, + 0.0002230631944257766, + 0.00021986036153975874, + 0.00021668501722160727, + 0.00021345644199755043, + 0.00021030243078712374, + 0.00020708602096419781, + 0.00020396453328430653, + 0.00020104630675632507, + 0.00019813697144854814, + 0.00019548877025954425, + 0.00019303240696899593, + 0.00019074606825597584, + 0.0001884696539491415, + 0.00018611001723911613, + 0.0001836479059420526, + 0.0001812523987609893, + 0.00017889436276163906, + 0.00017662426398601383, + 0.0001744177279761061, + 0.0001722154556773603, + 0.00017016225319821388, + 0.0001682724105194211, + 0.0001663831644691527, + 0.00016466531087644398, + 0.0001630057959118858, + 0.00016138517821673304, + 0.00015980556781869382, + 0.00015824464207980782, + 0.00015669994172640145, + 0.0001551819732412696, + 0.00015372635971289128, + 0.00015223653463181108, + 0.00015084605547599494, + 0.00014939300308469683, + 0.00014796368486713618, + 0.00014657064457423985, + 0.00014523719437420368, + 0.0001439279003534466, + 0.0001425715017830953, + 0.0001411995617672801, + 0.00013983529061079025, + 0.00013860929175280035, + 0.0001373696723021567, + 0.0001361607137368992, + 0.00013492409198079258, + 0.00013371650129556656, + 0.00013249875337351114, + 0.000131317472551018, + 0.00013017076707910746, + 0.00012902704474981874, + 0.00012791348854079843, + 0.00012678711209446192, + 0.00012571041588671505, + 0.00012462188897188753, + 0.0001236106181750074, + 0.00012263849203009158, + 0.00012165994849056005, + 0.00012063652684446424, + 0.00011965571320615709, + 0.00011871402966789901, + 0.00011777853796957061, + 0.00011688246013363823, + 0.0001159892781288363, + 0.00011507750605233014, + 0.000114163187390659, + 0.00011330554843880236, + 0.00011243939661653712, + 0.00011155819811392576, + 0.00011070523032685742, + 0.00010987379209836945, + 0.00010907258547376841, + 0.00010828831000253558, + 0.00010750787623692304, + 0.00010674173972802237, + 0.00010602914699120447, + 0.00010535275214351714, + 0.00010469145490787923, + 0.00010402101906947792, + 0.00010336432751500979, + 0.00010273129737470299, + 0.0001021397765725851, + 0.00010156800999538973, + 0.00010096655023517087, + 0.00010036110325017944, + 9.977428999263793e-05, + 9.916103590512648e-05, + 9.854218660620973e-05, + 9.793994831852615e-05, + 9.732509352033958e-05, + 9.672394662629813e-05, + 9.61173209361732e-05, + 9.551981202093884e-05, + 9.490243974141777e-05, + 9.43126215133816e-05, + 9.375693480251357e-05, + 9.317350486526266e-05, + 9.259977377951145e-05, + 9.201743523590267e-05, + 9.14280244614929e-05, + 9.085761848837137e-05, + 9.029912325786427e-05, + 8.975986565928906e-05, + 8.922841516323388e-05, + 8.87157439137809e-05, + 8.822703239275143e-05, + 8.775146125117317e-05, + 8.729709952604026e-05, + 8.686527144163847e-05, + 8.644117042422295e-05, + 8.600597357144579e-05, + 8.557100227335468e-05, + 8.511982741765678e-05, + 8.466046710964292e-05, + 8.421250095125288e-05 + ], + "stabilities": [ + 0.6312274932861328, + 0.9272487163543701, + 0.8019835948944092, + 1.0, + 0.7627909183502197, + 1.0, + 1.0, + 0.9180138111114502, + 0.9496855139732361, + 0.8437087535858154, + 0.9701727628707886, + 1.0, + 0.8737999796867371, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9655568599700928, + 0.9096313118934631, + 0.8313726186752319, + 0.9433961510658264, + 0.9516667723655701, + 1.0, + 1.0, + 1.0, + 0.8678013682365417, + 1.0, + 0.9725489616394043, + 1.0, + 1.0, + 0.9244822263717651, + 1.0, + 1.0, + 1.0, + 0.9991222620010376, + 0.9367309808731079, + 1.0, + 0.9630930423736572, + 0.9981750845909119, + 0.9433274269104004, + 0.8246123790740967, + 0.9753230810165405, + 0.8349399566650391, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8681230545043945, + 1.0, + 0.9709508419036865, + 0.9882137775421143, + 0.9458715915679932, + 1.0, + 0.9493433833122253, + 1.0, + 0.8852943181991577, + 1.0, + 0.8586838841438293, + 0.9560301303863525, + 0.7674111723899841, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9560853242874146, + 0.8792649507522583, + 0.9776119589805603, + 1.0, + 1.0, + 0.9634466171264648, + 0.9498643279075623, + 1.0, + 1.0, + 0.8638036251068115, + 1.0, + 1.0, + 1.0, + 0.9615845084190369, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976506233215332, + 1.0, + 0.9631540179252625, + 0.9326701164245605, + 1.0, + 1.0, + 0.9581560492515564, + 1.0, + 1.0, + 0.9903028011322021, + 0.936352550983429, + 1.0, + 0.9851391911506653, + 0.963545024394989, + 1.0, + 1.0, + 1.0, + 0.9646546840667725, + 0.9633596539497375, + 0.9350498914718628, + 1.0, + 0.9559711217880249, + 0.9817033410072327, + 0.9730076193809509, + 0.9583884477615356, + 1.0, + 1.0, + 1.0, + 0.9380747675895691, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.949999988079071, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9893302917480469, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9692957401275635, + 1.0, + 0.9419723749160767, + 0.9575487375259399, + 0.9589998722076416, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939464330673218, + 1.0, + 1.0, + 0.9612468481063843, + 0.9471222758293152, + 1.0, + 0.9342738389968872, + 0.9906841516494751, + 1.0, + 0.9987043738365173, + 1.0, + 1.0, + 1.0, + 0.9817894697189331, + 1.0, + 0.9557521939277649, + 1.0, + 1.0, + 0.997925877571106, + 0.9795129895210266, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9196332693099976, + 1.0, + 0.9971631169319153, + 1.0, + 0.9989122748374939, + 1.0, + 0.9923463463783264, + 0.9925530552864075, + 1.0, + 0.9952719211578369, + 1.0, + 0.9770290851593018, + 1.0, + 0.9489253759384155, + 0.9808152914047241, + 1.0, + 1.0, + 0.9787022471427917, + 0.9797570705413818, + 1.0, + 0.9768094420433044, + 1.0, + 1.0, + 1.0, + 0.9566160440444946, + 1.0, + 1.0, + 0.9872702360153198, + 0.9937916994094849, + 0.9819798469543457, + 0.9970639944076538, + 1.0, + 0.9997577667236328, + 0.9469606280326843, + 0.964961588382721, + 0.9933739900588989, + 1.0, + 0.9953380227088928, + 0.9791829586029053, + 0.9484453201293945, + 0.9803866744041443, + 1.0, + 1.0, + 0.9837570190429688, + 1.0, + 1.0, + 0.9884916543960571, + 1.0, + 0.993312656879425, + 1.0, + 1.0, + 1.0, + 0.9710015654563904, + 0.9568114280700684, + 1.0, + 0.9990992546081543, + 1.0, + 1.0, + 0.9836448431015015, + 0.9952493906021118, + 0.980690062046051, + 1.0, + 0.9792172908782959, + 0.9670355319976807, + 0.9866915345191956, + 0.9682914614677429, + 0.9626100063323975, + 0.9946687817573547, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885905385017395 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_eval.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..b00420240e4e1f4983b3ec309829b7b5e5c01880 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +756.25,756.25,-0.019749645,909.0909,10000.0,11.0,625.0,,128.0,0.0002497952,0.1,1.7499943 +614.04254,685.14624,-0.022609252,1111.1111,20000.0,18.0,1250.0,,288.0,0.0002495392,0.1,1.7388988 +585.4545,651.9157,-0.023494009,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,1.696462 +566.9474,630.6736,-0.023524508,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,1.6468244 +533.0,611.13885,-0.02733403,1282.0513,50000.0,39.0,3125.0,,768.0,0.0002487712,0.1,1.6511862 +528.2,597.31573,-0.023874247,1304.3478,60000.0,46.0,3750.0,,928.0,0.0002485152,0.1,1.6259421 +528.2,587.442,-0.026116354,1320.7548,70000.0,53.0,4375.0,,1088.0,0.0002482592,0.1,1.648478 +533.0,580.6368,-0.024492145,1311.4755,80000.0,61.0,5000.0,,1248.0,0.0002480032,0.1,1.6615585 +528.0,574.78827,-0.024963394,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,1.6373672 +534.0,570.7094,-0.022663074,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,1.5856531 +549.4,568.7722,-0.021249553,1358.0247,110000.0,81.0,6875.0,,1696.0,0.0002472864,0.1,1.6149931 +550.4,567.24115,-0.026253155,1363.6364,120000.0,88.0,7500.0,,1856.0,0.0002470304,0.1,1.5999205 +554.0,566.2226,-0.021735378,1368.421,130000.0,95.0,8125.0,,2016.0,0.0002467744,0.1,1.5476058 +551.8,565.19244,-0.023426833,1359.2233,140000.0,103.0,8750.0,,2176.0,0.0002465184,0.1,1.5971918 +533.4,563.07294,-0.024823394,1363.6364,150000.0,110.0,9375.0,,2336.0,0.0002462624,0.1,1.5383561 +529.4,560.9684,-0.019934444,1367.5214,160000.0,117.0,10000.0,,2496.0,0.0002460064,0.1,1.4923651 +527.0,558.9702,-0.024505224,1370.9678,170000.0,124.0,10625.0,,2656.0,0.0002457504,0.1,1.5201191 +527.6,557.2274,-0.021063952,1384.6154,180000.0,130.0,11250.0,,2784.0,0.0002455456,0.1,1.5173256 +532.0,555.89966,-0.026856972,1386.8613,190000.0,137.0,11875.0,,2944.0,0.0002452896,0.1,1.5429558 +536.2,554.9147,-0.0235424,1388.8889,200000.0,144.0,12500.0,,3104.0,0.0002450336,0.1,1.4694438 +555.0,554.91876,-0.0220563,1381.579,210000.0,152.0,13125.0,,3264.0,0.0002447776,0.1,1.5209916 +571.2,555.6588,-0.023234496,1383.6478,220000.0,159.0,13750.0,,3424.0,0.0002445216,0.1,1.5466554 +581.4,556.778,-0.019677736,1393.9395,230000.0,165.0,14375.0,,3584.0,0.0002442656,0.1,1.5024395 +594.2,558.3372,-0.024333097,1395.3489,240000.0,172.0,15000.0,,3744.0,0.0002440096,0.1,1.4122951 +585.4,559.41974,-0.021026727,1396.6481,250000.0,179.0,15625.0,,3904.0,0.0002437536,0.1,1.4467523 +563.8,559.58826,-0.023222787,1397.8495,260000.0,186.0,16250.0,,4032.0,0.0002435488,0.1,1.4465421 +552.8,559.3368,-0.015345683,1406.25,270000.0,192.0,16875.0,,4192.0,0.0002432928,0.1,1.4428155 +554.8,559.17474,-0.027409226,1400.0,280000.0,200.0,17500.0,,4352.0,0.0002430368,0.1,1.4409024 +547.4,558.76874,-0.023733877,1400.9662,290000.0,207.0,18125.0,,4512.0,0.0002427808,0.1,1.4315484 +551.2,558.5165,-0.024114605,1401.8691,300000.0,214.0,18750.0,,4672.0,0.0002425248,0.1,1.4668502 +551.6,558.29333,-0.023967238,1396.3964,310000.0,222.0,19375.0,,4832.0,0.0002422688,0.1,1.3773584 +533.8,557.52795,-0.022978537,1397.3799,320000.0,229.0,20000.0,,4992.0,0.0002420128,0.1,1.4549193 +543.0,557.0877,-0.021343384,1386.5546,330000.0,238.0,20625.0,,5152.0,0.0002417568,0.1,1.3849618 +540.6,556.6028,-0.019130228,1387.7551,340000.0,245.0,21250.0,,5312.0,0.0002415008,0.1,1.4208744 +534.6,555.9741,-0.024598219,1394.4224,350000.0,251.0,21875.0,,5440.0,0.000241296,0.1,1.4128307 +546.2,555.7026,-0.022868488,1389.9614,360000.0,259.0,22500.0,,5600.0,0.00024104,0.1,1.4419422 +543.6,555.3755,-0.024191875,1385.7678,370000.0,267.0,23125.0,,5760.0,0.000240784,0.1,1.3762147 +534.0,554.813,-0.020317962,1386.8613,380000.0,274.0,23750.0,,5920.0,0.000240528,0.1,1.3693783 +535.8,554.3255,-0.028986858,1387.9004,390000.0,281.0,24375.0,,6080.0,0.000240272,0.1,1.3958285 +528.4,553.67737,-0.022517528,1388.8889,400000.0,288.0,25000.0,,6240.0,0.000240016,0.1,1.428513 +529.4,553.0852,-0.021482667,1389.8306,410000.0,295.0,25625.0,,6400.0,0.00023976,0.1,1.3698648 +538.2,552.7308,-0.031482752,1390.7285,420000.0,302.0,26250.0,,6560.0,0.000239504,0.1,1.4131362 +543.0,552.5045,-0.02984406,1396.1039,430000.0,308.0,26875.0,,6688.0,0.0002392992,0.1,1.4087267 +548.0,552.4021,-0.028137097,1396.8254,440000.0,315.0,27500.0,,6848.0,0.0002390432,0.1,1.3726039 +549.0,552.32654,-0.02355561,1397.5155,450000.0,322.0,28125.0,,7008.0,0.0002387872,0.1,1.4065565 +549.8,552.2716,-0.03098689,1398.1763,460000.0,329.0,28750.0,,7168.0,0.0002385312,0.1,1.4322325 +554.8,552.32544,-0.026987497,1398.8096,470000.0,336.0,29375.0,,7328.0,0.0002382752,0.1,1.3895421 +550.8,552.29364,-0.029506827,1399.4169,480000.0,343.0,30000.0,,7488.0,0.0002380192,0.1,1.4184325 +553.4,552.3162,-0.030212719,1400.0,490000.0,350.0,30625.0,,7648.0,0.0002377632,0.1,1.3715363 +544.8,552.1659,-0.01989479,1396.6481,500000.0,358.0,31250.0,,7808.0,0.0002375072,0.1,1.3745246 +541.4,551.95483,-0.025794366,1393.4426,510000.0,366.0,31875.0,,7968.0,0.0002372512,0.1,1.3973689 +542.6,551.7749,-0.029226623,1394.1019,520000.0,373.0,32500.0,,8096.0,0.0002370464,0.1,1.3749985 +545.8,551.6622,-0.025738418,1394.7368,530000.0,380.0,33125.0,,8256.0,0.0002367904,0.1,1.409121 +565.2,551.91284,-0.02761398,1395.3489,540000.0,387.0,33750.0,,8416.0,0.0002365344,0.1,1.4014764 +577.8,552.38354,-0.028671209,1392.405,550000.0,395.0,34375.0,,8576.0,0.0002362784,0.1,1.4348944 +590.4,553.06244,-0.02277843,1389.5781,560000.0,403.0,35000.0,,8736.0,0.0002360224,0.1,1.3979717 +617.2,554.1876,-0.024504734,1393.6431,570000.0,409.0,35625.0,,8896.0,0.0002357664,0.1,1.429081 +609.6,555.143,-0.023414154,1390.8873,580000.0,417.0,36250.0,,9056.0,0.0002355104,0.1,1.4219514 +614.0,556.1406,-0.02951217,1388.2354,590000.0,425.0,36875.0,,9216.0,0.0002352544,0.1,1.4200437 +632.0,557.40497,-0.02519041,1388.8889,600000.0,432.0,37500.0,,9344.0,0.0002350496,0.1,1.4362491 +595.8,558.03436,-0.025187798,1389.5216,610000.0,439.0,38125.0,,9504.0,0.0002347936,0.1,1.4320538 +593.2,558.60156,-0.022145383,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.3461386 +565.8,558.7158,-0.03255835,1390.7285,630000.0,453.0,39375.0,,9824.0,0.0002342816,0.1,1.3958738 +557.6,558.69836,-0.027123122,1394.3356,640000.0,459.0,40000.0,,9984.0,0.0002340256,0.1,1.3747998 +569.6,558.8661,-0.026628539,1394.8497,650000.0,466.0,40625.0,,10144.0,0.0002337696,0.1,1.4434047 +587.8,559.3045,-0.027982589,1395.3489,660000.0,473.0,41250.0,,10304.0,0.0002335136,0.1,1.3824307 +607.0,560.01636,-0.028965535,1392.9314,670000.0,481.0,41875.0,,10464.0,0.0002332576,0.1,1.4416494 +606.0,560.6926,-0.027996173,1396.304,680000.0,487.0,42500.0,,10624.0,0.0002330016,0.1,1.4500844 +637.6,561.80725,-0.028662547,1399.5944,690000.0,493.0,43125.0,,10752.0,0.0002327968,0.1,1.4102252 +663.4,563.25854,-0.03401424,1400.0,700000.0,500.0,43750.0,,10912.0,0.0002325408,0.1,1.4010634 +725.0,565.53656,-0.028590547,1400.3945,710000.0,507.0,44375.0,,11072.0,0.0002322848,0.1,1.3825473 +843.4,569.39575,-0.03262481,1398.0582,720000.0,515.0,45000.0,,11232.0,0.0002320288,0.1,1.449954 +924.8,574.2643,-0.022288911,1398.4674,730000.0,522.0,45625.0,,11392.0,0.0002317728,0.1,1.3211082 +1102.8,581.4067,-0.021184348,1396.2264,740000.0,530.0,46250.0,,11552.0,0.0002315168,0.1,1.3737371 +1299.8,590.9853,-0.020765267,1396.6481,750000.0,537.0,46875.0,,11712.0,0.0002312608,0.1,1.3842154 +1490.8,602.82495,-0.028670374,1394.4954,760000.0,545.0,47500.0,,11872.0,0.0002310048,0.1,1.3678749 +1664.2,616.609,-0.026231023,1397.4591,770000.0,551.0,48125.0,,12000.0,0.0002308,0.1,1.3064622 +1734.0,630.9346,-0.027314188,1397.8495,780000.0,558.0,48750.0,,12160.0,0.000230544,0.1,1.3189355 +1797.2,645.6974,-0.0196714,1398.2301,790000.0,565.0,49375.0,,12320.0,0.000230288,0.1,1.2789849 +1784.8,659.93616,-0.020035146,1398.6014,800000.0,572.0,50000.0,,12480.0,0.000230032,0.1,1.2167542 +1811.8,674.15674,-0.008416404,1394.1481,810000.0,581.0,50625.0,,12640.0,0.000229776,0.1,1.1528288 +1781.4,687.65967,-0.015883746,1394.5579,820000.0,588.0,51250.0,,12800.0,0.00022952,0.1,1.1229851 +1872.4,701.93365,-0.021649566,1394.958,830000.0,595.0,51875.0,,12960.0,0.000229264,0.1,1.1138551 +2118.2,718.79395,-0.010274736,1395.3489,840000.0,602.0,52500.0,,13120.0,0.000229008,0.1,1.0875151 +2367.7,738.1928,-0.01705407,1393.4426,850000.0,610.0,53125.0,,13280.0,0.000228752,0.1,0.99627775 +2608.9,759.94525,-0.018825268,1393.8412,860000.0,617.0,53750.0,,13408.0,0.0002285472,0.1,1.0544223 +2706.3,782.3171,-0.010189111,1389.7764,870000.0,626.0,54375.0,,13568.0,0.0002282912,0.1,1.020963 +2756.1,804.74646,-0.012322138,1388.0126,880000.0,634.0,55000.0,,13728.0,0.0002280352,0.1,0.9223318 +2689.0,825.91785,-0.012417166,1388.4556,890000.0,641.0,55625.0,,13888.0,0.0002277792,0.1,0.95290697 +2713.0,846.88544,-0.009000446,1391.0355,900000.0,647.0,56250.0,,14048.0,0.0002275232,0.1,0.9878524 +2723.8,867.5108,-0.012856045,1389.313,910000.0,655.0,56875.0,,14208.0,0.0002272672,0.1,0.94889796 +2722.8,887.67694,-0.009159048,1391.8306,920000.0,661.0,57500.0,,14368.0,0.0002270112,0.1,0.95435417 +2837.0,908.63745,-0.012682059,1392.2156,930000.0,668.0,58125.0,,14528.0,0.0002267552,0.1,0.9555669 +2904.5,929.87,0.00655431,1392.5927,940000.0,675.0,58750.0,,14656.0,0.0002265504,0.1,0.9831084 +2843.1,950.0093,-0.018454581,1390.9224,950000.0,683.0,59375.0,,14816.0,0.0002262944,0.1,0.9733311 +2806.7,969.3499,-0.0195978,1391.3043,960000.0,690.0,60000.0,,14976.0,0.0002260384,0.1,1.0620979 +2821.9,988.44836,-0.017911566,1391.6786,970000.0,697.0,60625.0,,15136.0,0.0002257824,0.1,1.0041397 +2808.0,1007.0152,-0.013909974,1390.0709,980000.0,705.0,61250.0,,15296.0,0.0002255264,0.1,0.9972756 +2883.6,1025.9707,-0.015098057,1390.4495,990000.0,712.0,61875.0,,15456.0,0.0002252704,0.1,0.9836723 +3071.6,1046.427,0.0028577852,1392.7577,1000000.0,718.0,62500.0,,15616.0,0.0002250144,0.1,1.0089341 +3082.6,1069.6906,0.009432955,1391.1846,1010000.0,726.0,63125.0,,15776.0,0.0002247584,0.1,0.9378724 +3021.1,1093.7611,-0.019806903,1391.5416,1020000.0,733.0,63750.0,,15936.0,0.0002245024,0.1,0.9818789 +3032.4,1118.2305,-0.0023688825,1393.7754,1030000.0,739.0,64375.0,,16064.0,0.0002242976,0.1,0.99167264 +2929.9,1141.86,-0.013017062,1392.2356,1040000.0,747.0,65000.0,,16224.0,0.0002240416,0.1,1.0205705 +2903.5,1165.5651,0.016683863,1394.4224,1050000.0,753.0,65625.0,,16384.0,0.0002237856,0.1,0.90800095 +2969.8,1189.981,-0.01542696,1394.7368,1060000.0,760.0,66250.0,,16544.0,0.0002235296,0.1,0.9448955 +2960.7,1214.306,-0.003418789,1395.0457,1070000.0,767.0,66875.0,,16704.0,0.0002232736,0.1,0.97877586 +3026.7,1239.243,-0.014758586,1393.5483,1080000.0,775.0,67500.0,,16864.0,0.0002230176,0.1,0.9432447 +3141.1,1265.374,0.017063849,1393.8619,1090000.0,782.0,68125.0,,17024.0,0.0002227616,0.1,1.0028733 +3181.4,1291.848,0.009117428,1394.1698,1100000.0,789.0,68750.0,,17184.0,0.0002225056,0.1,0.93214667 +3200.8,1318.362,0.0033925844,1394.4724,1110000.0,796.0,69375.0,,17312.0,0.0002223008,0.1,1.0121243 +3101.0,1343.8679,-0.019713303,1394.7697,1120000.0,803.0,70000.0,,17472.0,0.0002220448,0.1,1.0299045 +2981.2,1368.1399,-0.018654112,1395.0618,1130000.0,810.0,70625.0,,17632.0,0.0002217888,0.1,0.9864145 +2899.9,1391.6211,0.0051641245,1395.3489,1140000.0,817.0,71250.0,,17792.0,0.0002215328,0.1,0.94807273 +2881.7,1415.104,-0.001555053,1395.6311,1150000.0,824.0,71875.0,,17952.0,0.0002212768,0.1,1.0109713 +3032.1,1440.1311,-0.015906118,1395.9086,1160000.0,831.0,72500.0,,18112.0,0.0002210208,0.1,1.0535815 +3012.5,1464.9861,0.007724955,1396.1814,1170000.0,838.0,73125.0,,18272.0,0.0002207648,0.1,1.0111662 +2997.3,1489.683,-0.021816269,1396.4497,1180000.0,845.0,73750.0,,18432.0,0.0002205088,0.1,1.0254422 +3039.8,1514.761,-0.017410869,1396.7136,1190000.0,852.0,74375.0,,18592.0,0.0002202528,0.1,0.9778921 +2969.8,1539.097,-0.012865517,1396.9733,1200000.0,859.0,75000.0,,18720.0,0.000220048,0.1,0.9416137 +3073.3,1564.28,-0.002124195,1395.6171,1210000.0,867.0,75625.0,,18880.0,0.000219792,0.1,0.96086633 +3143.8,1590.006,-0.0003814482,1397.48,1220000.0,873.0,76250.0,,19040.0,0.000219536,0.1,0.9917602 +3172.4,1615.9159,-0.013039617,1396.1407,1230000.0,881.0,76875.0,,19200.0,0.00021928,0.1,0.9527079 +3288.0,1642.854,-0.0053749965,1396.3964,1240000.0,888.0,77500.0,,19360.0,0.000219024,0.1,1.089332 +3235.1,1669.3511,-0.0144965,1396.6481,1250000.0,895.0,78125.0,,19520.0,0.000218768,0.1,1.0130892 +3280.7,1696.5201,-0.017458403,1395.3489,1260000.0,903.0,78750.0,,19680.0,0.000218512,0.1,0.9593857 +3185.9,1722.8511,0.017444912,1397.1398,1270000.0,909.0,79375.0,,19840.0,0.000218256,0.1,1.0263438 +3147.1,1748.774,0.0038602583,1397.3799,1280000.0,916.0,80000.0,,20000.0,0.000218,0.1,1.0148865 +3130.4,1774.6042,-0.010234364,1399.1323,1290000.0,922.0,80625.0,,20128.0,0.0002177952,0.1,0.9845013 +3074.9,1799.8413,0.011309046,1399.3541,1300000.0,929.0,81250.0,,20288.0,0.0002175392,0.1,1.0102522 +3152.7,1825.8522,0.029816054,1399.5726,1310000.0,936.0,81875.0,,20448.0,0.0002172832,0.1,0.9826781 +3118.4,1851.6982,-0.000650692,1399.788,1320000.0,943.0,82500.0,,20608.0,0.0002170272,0.1,1.0293303 +3159.9,1877.8673,0.011429622,1398.5278,1330000.0,951.0,83125.0,,20768.0,0.0002167712,0.1,0.9933636 +3190.6,1904.3671,0.0021470096,1398.7474,1340000.0,958.0,83750.0,,20928.0,0.0002165152,0.1,1.0404804 +3127.6,1930.297,-0.0067252857,1398.9637,1350000.0,965.0,84375.0,,21088.0,0.0002162592,0.1,0.9766827 +3148.0,1956.315,-0.003181507,1399.177,1360000.0,972.0,85000.0,,21248.0,0.0002160032,0.1,1.0338733 +3125.5,1982.1339,-0.008500327,1400.818,1370000.0,978.0,85625.0,,21376.0,0.0002157984,0.1,0.97322047 +3007.7,2006.8711,-0.015798664,1399.5944,1380000.0,986.0,86250.0,,21536.0,0.0002155424,0.1,1.159905 +3057.9,2032.092,0.006647105,1399.7986,1390000.0,993.0,86875.0,,21696.0,0.0002152864,0.1,1.1286715 +3121.7,2058.0251,0.0021354877,1400.0,1400000.0,1000.0,87500.0,,21856.0,0.0002150304,0.1,1.0812225 +3092.9,2083.6602,0.016847001,1400.1986,1410000.0,1007.0,88125.0,,22016.0,0.0002147744,0.1,1.0266913 +3195.4,2110.2324,0.0044569834,1400.3945,1420000.0,1014.0,88750.0,,22176.0,0.0002145184,0.1,1.0410649 +3191.8,2136.72,0.032492377,1400.5876,1430000.0,1021.0,89375.0,,22336.0,0.0002142624,0.1,1.0826805 +3269.6,2163.936,0.019800633,1400.7782,1440000.0,1028.0,90000.0,,22496.0,0.0002140064,0.1,1.0396864 +3269.8,2191.1438,-0.0021479647,1400.9662,1450000.0,1035.0,90625.0,,22656.0,0.0002137504,0.1,1.0886669 +3215.8,2217.804,0.011674724,1401.1516,1460000.0,1042.0,91250.0,,22784.0,0.0002135456,0.1,1.082063 +3171.5,2243.971,-0.016037045,1401.3346,1470000.0,1049.0,91875.0,,22944.0,0.0002132896,0.1,1.191624 +3204.1,2270.504,-0.0037382755,1401.5151,1480000.0,1056.0,92500.0,,23104.0,0.0002130336,0.1,1.0285108 +3334.3,2298.313,0.027915265,1401.6934,1490000.0,1063.0,93125.0,,23264.0,0.0002127776,0.1,1.0282866 +3392.4,2326.7888,0.015619507,1401.8691,1500000.0,1070.0,93750.0,,23424.0,0.0002125216,0.1,1.0429864 +3422.6,2355.601,0.015379899,1402.0427,1510000.0,1077.0,94375.0,,23584.0,0.0002122656,0.1,0.96512866 +3352.6,2383.7007,-0.0028988156,1402.214,1520000.0,1084.0,95000.0,,23744.0,0.0002120096,0.1,0.89470285 +3305.8,2411.301,0.01214164,1402.3832,1530000.0,1091.0,95625.0,,23904.0,0.0002117536,0.1,0.9298504 +3264.6,2438.295,0.017156832,1403.8286,1540000.0,1097.0,96250.0,,24032.0,0.0002115488,0.1,0.9749187 +3236.4,2464.881,0.00650817,1403.9855,1550000.0,1104.0,96875.0,,24192.0,0.0002112928,0.1,1.015166 +3306.6,2492.043,-0.013812356,1402.8777,1560000.0,1112.0,97500.0,,24352.0,0.0002110368,0.1,1.0023369 +3229.2,2518.163,-0.016987067,1403.0385,1570000.0,1119.0,98125.0,,24512.0,0.0002107808,0.1,1.027453 +3296.4,2545.031,0.013704049,1403.1971,1580000.0,1126.0,98750.0,,24672.0,0.0002105248,0.1,0.9454547 +3320.4,2572.0952,-0.016217194,1403.3539,1590000.0,1133.0,99375.0,,24832.0,0.0002102688,0.1,0.9649994 +3250.6,2598.281,0.0110431,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,0.9860556 +3378.2,2626.105,0.008773171,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.1138766 +3378.3,2653.956,0.029556178,1402.5974,1620000.0,1155.0,101250.0,,25312.0,0.0002095008,0.1,1.0620556 +3321.6,2681.5137,0.02603441,1402.7539,1630000.0,1162.0,101875.0,,25440.0,0.000209296,0.1,1.0687108 +3376.7,2709.705,0.05668721,1401.7094,1640000.0,1170.0,102500.0,,25600.0,0.00020904,0.1,1.1009516 +3375.8,2737.767,0.029071411,1403.0613,1650000.0,1176.0,103125.0,,25760.0,0.000208784,0.1,1.1675668 +3351.3,2765.402,0.018062947,1400.8439,1660000.0,1185.0,103750.0,,25920.0,0.000208528,0.1,1.1340706 +3353.5,2792.8672,0.008892221,1401.0067,1670000.0,1192.0,104375.0,,26080.0,0.000208272,0.1,1.1050446 +3288.9,2819.6965,0.011638094,1401.1676,1680000.0,1199.0,105000.0,,26240.0,0.000208016,0.1,1.1240487 +3244.1,2845.7612,0.013195657,1401.3267,1690000.0,1206.0,105625.0,,26400.0,0.00020776,0.1,1.1431441 +3339.9,2872.526,-0.005264622,1401.4839,1700000.0,1213.0,106250.0,,26560.0,0.000207504,0.1,1.1636729 +3401.3,2899.2893,0.050173298,1401.6394,1710000.0,1220.0,106875.0,,26688.0,0.0002072992,0.1,1.0156176 +3406.7,2924.9219,0.030601004,1401.793,1720000.0,1227.0,107500.0,,26848.0,0.0002070432,0.1,1.0370672 +3385.8,2949.5322,0.034118414,1401.945,1730000.0,1234.0,108125.0,,27008.0,0.0002067872,0.1,1.0598855 +3382.4,2972.3281,0.024840126,1402.0951,1740000.0,1241.0,108750.0,,27168.0,0.0002065312,0.1,1.089731 +3348.5,2992.815,0.034503777,1402.2435,1750000.0,1248.0,109375.0,,27328.0,0.0002062752,0.1,1.0260311 +3380.7,3011.714,0.014463253,1403.5088,1760000.0,1254.0,110000.0,,27488.0,0.0002060192,0.1,0.9993532 +3429.1,3029.3628,0.014645939,1403.648,1770000.0,1261.0,110625.0,,27648.0,0.0002057632,0.1,1.1736019 +3307.4,3045.097,0.009971442,1403.7855,1780000.0,1268.0,111250.0,,27808.0,0.0002055072,0.1,1.1436777 +3347.7,3060.6016,0.00816611,1403.9215,1790000.0,1275.0,111875.0,,27968.0,0.0002052512,0.1,1.1842377 +3263.3,3075.387,0.024813041,1404.0562,1800000.0,1282.0,112500.0,,28096.0,0.0002050464,0.1,1.072011 +3338.3,3090.652,0.034316834,1404.1893,1810000.0,1289.0,113125.0,,28256.0,0.0002047904,0.1,1.0678593 +3300.5,3105.843,-0.010018269,1404.321,1820000.0,1296.0,113750.0,,28416.0,0.0002045344,0.1,1.1554294 +3299.4,3120.113,0.009617045,1403.3743,1830000.0,1304.0,114375.0,,28576.0,0.0002042784,0.1,1.0775056 +3238.3,3131.3145,0.022114262,1403.5088,1840000.0,1311.0,115000.0,,28736.0,0.0002040224,0.1,1.0894628 +3259.7,3140.2341,0.005517151,1403.6418,1850000.0,1318.0,115625.0,,28896.0,0.0002037664,0.1,1.1223705 +3362.6,3147.7712,0.008162064,1403.7736,1860000.0,1325.0,116250.0,,29056.0,0.0002035104,0.1,1.0634017 +3318.3,3153.8909,0.020832233,1403.9039,1870000.0,1332.0,116875.0,,29216.0,0.0002032544,0.1,1.0328994 +3410.4,3160.434,0.0068901866,1405.0822,1880000.0,1338.0,117500.0,,29344.0,0.0002030496,0.1,1.119503 +3386.8,3167.412,0.02068726,1405.2045,1890000.0,1345.0,118125.0,,29504.0,0.0002027936,0.1,1.1521358 +3331.6,3173.5981,0.03008218,1404.2867,1900000.0,1353.0,118750.0,,29664.0,0.0002025376,0.1,1.1279674 +3301.9,3179.3792,0.021344924,1404.4117,1910000.0,1360.0,119375.0,,29824.0,0.0002022816,0.1,1.108877 +3294.1,3185.0923,-0.0050230795,1404.5355,1920000.0,1367.0,120000.0,,29984.0,0.0002020256,0.1,1.1530898 +3314.4,3189.866,0.0044133547,1404.658,1930000.0,1374.0,120625.0,,30144.0,0.0002017696,0.1,1.1355975 +3359.5,3194.416,0.006044532,1404.7792,1940000.0,1381.0,121250.0,,30304.0,0.0002015136,0.1,1.1242898 +3371.5,3199.7,0.027817858,1403.8877,1950000.0,1389.0,121875.0,,30464.0,0.0002012576,0.1,1.1060442 +3419.1,3205.824,-3.4690602e-06,1404.0115,1960000.0,1396.0,122500.0,,30624.0,0.0002010016,0.1,1.0486605 +3418.7,3211.792,0.008641258,1405.1355,1970000.0,1402.0,123125.0,,30752.0,0.0002007968,0.1,1.1602833 +3442.1,3218.1328,0.034540385,1405.252,1980000.0,1409.0,123750.0,,30912.0,0.0002005408,0.1,1.1311555 +3514.8,3224.445,0.04496561,1405.3672,1990000.0,1416.0,124375.0,,31072.0,0.0002002848,0.1,1.0877873 +3547.2,3229.201,0.030919153,1405.4813,2000000.0,1423.0,125000.0,,31232.0,0.0002000288,0.1,1.1083186 +3533.2,3233.7073,0.0034601397,1405.5944,2010000.0,1430.0,125625.0,,31392.0,0.0001997728,0.1,1.0460153 +3498.3,3238.479,0.009412402,1405.7063,2020000.0,1437.0,126250.0,,31552.0,0.0001995168,0.1,1.0894097 +3504.0,3243.195,0.06504896,1405.8171,2030000.0,1444.0,126875.0,,31712.0,0.0001992608,0.1,1.1295171 +3516.9,3249.0654,0.03599203,1405.927,2040000.0,1451.0,127500.0,,31872.0,0.0001990048,0.1,1.0050993 +3528.4,3255.3145,0.010963748,1406.0356,2050000.0,1458.0,128125.0,,32000.0,0.0001988,0.1,1.0607193 +3593.6,3261.5518,0.004374754,1407.1039,2060000.0,1464.0,128750.0,,32160.0,0.000198544,0.1,1.1693411 +3558.5,3267.5303,-0.00093423255,1406.25,2070000.0,1472.0,129375.0,,32320.0,0.000198288,0.1,1.108209 +3558.6,3272.849,-0.0048166956,1407.3071,2080000.0,1478.0,130000.0,,32480.0,0.000198032,0.1,1.1087561 +3516.9,3276.6072,0.021852788,1407.4073,2090000.0,1485.0,130625.0,,32640.0,0.000197776,0.1,1.1583909 +3585.6,3280.6487,0.03512753,1406.564,2100000.0,1493.0,131250.0,,32800.0,0.00019752,0.1,1.1187582 +3625.2,3284.8928,0.012733825,1406.6666,2110000.0,1500.0,131875.0,,32960.0,0.000197264,0.1,1.0731084 +3665.8,3290.5413,0.004397275,1406.7684,2120000.0,1507.0,132500.0,,33120.0,0.000197008,0.1,1.0740778 +3593.5,3296.664,0.0048893215,1405.0132,2130000.0,1516.0,133125.0,,33280.0,0.000196752,0.1,1.1154131 +3592.6,3303.5908,-0.0022402,1406.0447,2140000.0,1522.0,133750.0,,33408.0,0.0001965472,0.1,1.146594 +3610.5,3310.8794,0.019280145,1406.1478,2150000.0,1529.0,134375.0,,33568.0,0.0001962912,0.1,1.1469271 +3607.4,3316.632,0.003479691,1406.25,2160000.0,1536.0,135000.0,,33728.0,0.0001960352,0.1,1.1584909 +3590.8,3322.4153,0.008400524,1406.3513,2170000.0,1543.0,135625.0,,33888.0,0.0001957792,0.1,1.1208136 +3551.9,3327.9612,0.033823226,1405.5448,2180000.0,1551.0,136250.0,,34048.0,0.0001955232,0.1,1.1306915 +3588.9,3333.4524,0.036597908,1404.7466,2190000.0,1559.0,136875.0,,34208.0,0.0001952672,0.1,1.0153372 +3549.4,3339.2485,0.032370225,1404.8531,2200000.0,1566.0,137500.0,,34368.0,0.0001950112,0.1,1.104805 +3550.3,3344.0186,-0.012249034,1404.9586,2210000.0,1573.0,138125.0,,34528.0,0.0001947552,0.1,1.1507658 +3572.7,3348.3076,0.029796086,1405.0632,2220000.0,1580.0,138750.0,,34656.0,0.0001945504,0.1,1.0887015 +3615.6,3352.739,0.020117784,1405.167,2230000.0,1587.0,139375.0,,34816.0,0.0001942944,0.1,1.1328831 +3646.8,3356.3271,0.022945039,1405.2698,2240000.0,1594.0,140000.0,,34976.0,0.0001940384,0.1,1.1017048 +3653.1,3360.5068,0.016096499,1405.3716,2250000.0,1601.0,140625.0,,35136.0,0.0001937824,0.1,1.1217234 +3605.1,3363.751,0.017765038,1405.4727,2260000.0,1608.0,141250.0,,35296.0,0.0001935264,0.1,1.1388416 +3675.4,3368.646,-0.0006413864,1404.703,2270000.0,1616.0,141875.0,,35456.0,0.0001932704,0.1,1.1904011 +3733.6,3374.511,0.011334021,1404.8059,2280000.0,1623.0,142500.0,,35616.0,0.0001930144,0.1,1.1475122 +3711.8,3380.3252,0.023158371,1404.0466,2290000.0,1631.0,143125.0,,35776.0,0.0001927584,0.1,1.0283188 +3674.0,3386.3162,0.01019833,1403.2947,2300000.0,1639.0,143750.0,,35936.0,0.0001925024,0.1,0.95967066 +3595.3,3390.7422,0.009796473,1403.4022,2310000.0,1646.0,144375.0,,36064.0,0.0001922976,0.1,1.0941166 +3622.9,3395.787,0.015811197,1402.6603,2320000.0,1654.0,145000.0,,36224.0,0.0001920416,0.1,1.0214897 +3679.9,3400.9875,0.0013761028,1401.9254,2330000.0,1662.0,145625.0,,36384.0,0.0001917856,0.1,1.0396608 +3750.7,3406.5881,0.009263629,1402.0371,2340000.0,1669.0,146250.0,,36544.0,0.0001915296,0.1,1.0911949 +3708.9,3412.4014,-0.006112625,1402.148,2350000.0,1676.0,146875.0,,36704.0,0.0001912736,0.1,1.1114278 +3696.2,3417.8828,0.0005640603,1402.2578,2360000.0,1683.0,147500.0,,36864.0,0.0001910176,0.1,1.0722948 +3638.7,3423.0146,0.009284936,1403.1971,2370000.0,1689.0,148125.0,,37024.0,0.0001907616,0.1,1.0841279 +3577.6,3428.7139,0.03132422,1402.475,2380000.0,1697.0,148750.0,,37184.0,0.0001905056,0.1,1.0786253 +3586.0,3433.9946,0.021200346,1402.5822,2390000.0,1704.0,149375.0,,37312.0,0.0001903008,0.1,1.1039184 +3613.7,3438.9148,0.026016679,1402.6885,2400000.0,1711.0,150000.0,,37472.0,0.0001900448,0.1,1.061394 +3653.6,3444.522,0.023564395,1401.9779,2410000.0,1719.0,150625.0,,37632.0,0.0001897888,0.1,0.9601159 +3633.5,3448.9028,0.034603067,1402.0857,2420000.0,1726.0,151250.0,,37792.0,0.0001895328,0.1,0.91569984 +3720.3,3454.1877,0.0008449691,1402.1927,2430000.0,1733.0,151875.0,,37952.0,0.0001892768,0.1,1.0835958 +3714.4,3458.6362,0.015544712,1402.2988,2440000.0,1740.0,152500.0,,38112.0,0.0001890208,0.1,1.1905205 +3781.7,3463.755,0.01589362,1402.4042,2450000.0,1747.0,153125.0,,38272.0,0.0001887648,0.1,1.0078675 +3746.8,3469.0654,0.005124855,1402.5085,2460000.0,1754.0,153750.0,,38432.0,0.0001885088,0.1,1.0444326 +3688.8,3474.2385,-0.0051500625,1402.6122,2470000.0,1761.0,154375.0,,38592.0,0.0001882528,0.1,1.0076063 +3722.0,3479.417,0.0023505464,1402.715,2480000.0,1768.0,155000.0,,38720.0,0.000188048,0.1,0.885841 +3704.6,3483.1204,0.016764356,1403.6077,2490000.0,1774.0,155625.0,,38880.0,0.000187792,0.1,0.9420167 +3676.5,3485.961,0.0007315659,1402.9181,2500000.0,1782.0,156250.0,,39040.0,0.000187536,0.1,1.0322502 +3663.3,3488.368,0.016575444,1403.0184,2510000.0,1789.0,156875.0,,39200.0,0.00018728,0.1,1.0381669 +3679.3,3491.6353,0.0038806074,1404.6823,2520000.0,1794.0,157500.0,,39360.0,0.000187024,0.1,1.0180004 +3673.7,3495.314,0.019229218,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,1.0506046 +3705.4,3499.7222,0.0014117031,1407.9823,2540000.0,1804.0,158750.0,,39680.0,0.000186512,0.1,1.0558367 +3694.8,3504.306,0.008049997,1409.6185,2550000.0,1809.0,159375.0,,39840.0,0.000186256,0.1,1.0303128 +3687.7,3508.1172,0.01572435,1411.2458,2560000.0,1814.0,160000.0,,40000.0,0.000186,0.1,0.93956304 +3744.7,3513.272,0.0119843995,1413.6414,2570000.0,1818.0,160625.0,,40128.0,0.0001857952,0.1,0.94503415 +3861.4,3518.922,0.0062114946,1414.4736,2580000.0,1824.0,161250.0,,40288.0,0.0001855392,0.1,0.9157699 +3879.9,3524.5168,-0.0019943733,1415.3005,2590000.0,1830.0,161875.0,,40448.0,0.0001852832,0.1,0.99075305 +3883.3,3530.8445,0.0051364936,1416.8937,2600000.0,1835.0,162500.0,,40608.0,0.0001850272,0.1,0.85809326 +3743.6,3534.4985,0.033126306,1418.4783,2610000.0,1840.0,163125.0,,40768.0,0.0001847712,0.1,0.8444663 +3780.7,3538.522,0.0070503005,1420.0542,2620000.0,1845.0,163750.0,,40928.0,0.0001845152,0.1,0.9220112 +3719.8,3542.5042,0.010589478,1421.6216,2630000.0,1850.0,164375.0,,41088.0,0.0001842592,0.1,0.91697335 +3719.2,3545.9287,0.001973598,1423.1805,2640000.0,1855.0,165000.0,,41248.0,0.0001840032,0.1,0.9044104 +3658.2,3548.753,0.008460105,1425.4976,2650000.0,1859.0,165625.0,,41376.0,0.0001837984,0.1,0.89938736 +3681.1,3552.051,0.016277727,1427.0386,2660000.0,1864.0,166250.0,,41536.0,0.0001835424,0.1,0.94758105 +3691.9,3555.4346,0.012630132,1427.8075,2670000.0,1870.0,166875.0,,41696.0,0.0001832864,0.1,0.92069036 +3771.7,3560.2625,0.013444915,1429.3334,2680000.0,1875.0,167500.0,,41856.0,0.0001830304,0.1,0.8756915 +3783.7,3565.6587,0.010473554,1430.8511,2690000.0,1880.0,168125.0,,42016.0,0.0001827744,0.1,0.79048604 +3751.6,3569.7756,0.008101363,1432.3607,2700000.0,1885.0,168750.0,,42176.0,0.0001825184,0.1,0.8765937 +3767.9,3573.4417,0.0009653092,1433.8624,2710000.0,1890.0,169375.0,,42336.0,0.0001822624,0.1,0.8512331 +3726.2,3576.637,0.0032259924,1435.3562,2720000.0,1895.0,170000.0,,42496.0,0.0001820064,0.1,0.8476076 +3807.4,3580.8528,-0.0013962655,1436.8422,2730000.0,1900.0,170625.0,,42656.0,0.0001817504,0.1,0.7986183 +3843.6,3585.4646,0.0071767075,1438.3202,2740000.0,1905.0,171250.0,,42784.0,0.0001815456,0.1,0.8987626 +3882.2,3590.8015,0.0057965918,1439.7905,2750000.0,1910.0,171875.0,,42944.0,0.0001812896,0.1,0.8539257 +3862.3,3595.6182,0.021164691,1440.5011,2760000.0,1916.0,172500.0,,43104.0,0.0001810336,0.1,0.826077 +3797.1,3599.2979,0.008003617,1441.207,2770000.0,1922.0,173125.0,,43264.0,0.0001807776,0.1,0.8151985 +3696.5,3603.189,0.008301393,1442.657,2780000.0,1927.0,173750.0,,43424.0,0.0001805216,0.1,0.7824806 +3742.1,3607.1328,0.008211742,1443.3523,2790000.0,1933.0,174375.0,,43584.0,0.0001802656,0.1,0.73306847 +3764.5,3612.145,0.0015344541,1444.7885,2800000.0,1938.0,175000.0,,43744.0,0.0001800096,0.1,0.88990283 +3789.8,3616.66,0.004589539,1446.2172,2810000.0,1943.0,175625.0,,43904.0,0.0001797536,0.1,0.8041251 +3796.1,3621.6162,-0.005928658,1447.6385,2820000.0,1948.0,176250.0,,44032.0,0.0001795488,0.1,0.8333521 +3808.4,3626.706,0.004256537,1449.0527,2830000.0,1953.0,176875.0,,44192.0,0.0001792928,0.1,0.88145137 +3807.5,3632.3982,0.041713525,1449.7192,2840000.0,1959.0,177500.0,,44352.0,0.0001790368,0.1,0.7483086 +3747.0,3637.271,-0.0047210674,1450.3817,2850000.0,1965.0,178125.0,,44512.0,0.0001787808,0.1,0.8393065 +3743.1,3641.0762,0.0068632364,1451.7766,2860000.0,1970.0,178750.0,,44672.0,0.0001785248,0.1,0.7654196 +3777.5,3645.6677,0.024332799,1452.4292,2870000.0,1976.0,179375.0,,44832.0,0.0001782688,0.1,0.89624655 +3831.5,3649.8792,0.015910743,1453.8112,2880000.0,1981.0,180000.0,,44992.0,0.0001780128,0.1,0.85893583 +3827.8,3654.289,0.008323152,1455.1863,2890000.0,1986.0,180625.0,,45152.0,0.0001777568,0.1,0.8698195 +3853.4,3659.5076,0.014344601,1455.8232,2900000.0,1992.0,181250.0,,45312.0,0.0001775008,0.1,0.8425953 +3866.8,3665.1565,0.008546806,1457.9158,2910000.0,1996.0,181875.0,,45440.0,0.000177296,0.1,0.8303678 +3915.9,3671.3743,-0.00088549603,1458.5415,2920000.0,2002.0,182500.0,,45600.0,0.00017704,0.1,0.7682937 +3859.3,3676.8235,-0.003030307,1459.1633,2930000.0,2008.0,183125.0,,45760.0,0.000176784,0.1,0.8496401 +3777.3,3681.0015,0.019249192,1459.7815,2940000.0,2014.0,183750.0,,45920.0,0.000176528,0.1,0.73386 +3693.7,3684.2234,-0.006067034,1460.396,2950000.0,2020.0,184375.0,,46080.0,0.000176272,0.1,0.87552416 +3656.1,3686.593,0.018859034,1461.007,2960000.0,2026.0,185000.0,,46240.0,0.000176016,0.1,0.7530336 +3695.4,3689.36,-0.0017160374,1461.6141,2970000.0,2032.0,185625.0,,46400.0,0.00017576,0.1,0.8490686 +3708.3,3692.022,0.020159842,1462.2179,2980000.0,2038.0,186250.0,,46560.0,0.000175504,0.1,0.76515704 +3795.5,3694.829,0.0013558908,1463.534,2990000.0,2043.0,186875.0,,46688.0,0.0001752992,0.1,0.897239 +3815.1,3697.508,0.0047890875,1464.1288,3000000.0,2049.0,187500.0,,46848.0,0.0001750432,0.1,0.8610731 +3871.8,3700.894,0.018098144,1465.4333,3010000.0,2054.0,188125.0,,47008.0,0.0001747872,0.1,0.80620736 +3830.2,3704.213,0.0019389545,1466.0194,3020000.0,2060.0,188750.0,,47168.0,0.0001745312,0.1,0.9559862 +3839.5,3707.5679,0.006822898,1466.6022,3030000.0,2066.0,189375.0,,47328.0,0.0001742752,0.1,0.9200709 +3836.0,3710.759,0.0076897587,1467.8899,3040000.0,2071.0,190000.0,,47488.0,0.0001740192,0.1,0.76944554 +3867.2,3714.147,0.016028717,1469.1715,3050000.0,2076.0,190625.0,,47648.0,0.0001737632,0.1,0.7455383 +3858.3,3716.794,0.023538776,1470.4469,3060000.0,2081.0,191250.0,,47808.0,0.0001735072,0.1,0.79853344 +3828.9,3719.498,0.015303897,1471.011,3070000.0,2087.0,191875.0,,47968.0,0.0001732512,0.1,0.704406 +3822.7,3722.1392,0.0037551585,1472.9795,3080000.0,2091.0,192500.0,,48096.0,0.0001730464,0.1,0.7547691 +3893.9,3725.9094,0.007880909,1473.5336,3090000.0,2097.0,193125.0,,48256.0,0.0001727904,0.1,0.8315238 +3864.7,3728.7,0.019858353,1474.7859,3100000.0,2102.0,193750.0,,48416.0,0.0001725344,0.1,0.78606147 +3810.4,3730.5518,0.006107684,1475.332,3110000.0,2108.0,194375.0,,48576.0,0.0001722784,0.1,0.7519069 +3708.0,3730.9736,0.012368985,1476.5736,3120000.0,2113.0,195000.0,,48736.0,0.0001720224,0.1,0.71771395 +3720.9,3732.248,0.013523295,1477.1118,3130000.0,2119.0,195625.0,,48896.0,0.0001717664,0.1,0.6910749 +3764.7,3733.9688,0.0071156593,1478.3428,3140000.0,2124.0,196250.0,,49056.0,0.0001715104,0.1,0.7283633 +3915.7,3737.021,0.0055060186,1479.5679,3150000.0,2129.0,196875.0,,49216.0,0.0001712544,0.1,0.6258023 +3919.5,3740.1416,0.011404194,1480.7872,3160000.0,2134.0,197500.0,,49344.0,0.0001710496,0.1,0.7145979 +3903.1,3743.2646,0.010384463,1482.001,3170000.0,2139.0,198125.0,,49504.0,0.0001707936,0.1,0.81774414 +3849.0,3746.2358,0.0039634625,1483.209,3180000.0,2144.0,198750.0,,49664.0,0.0001705376,0.1,0.7479936 +3862.7,3748.9736,-0.00021735192,1484.4114,3190000.0,2149.0,199375.0,,49824.0,0.0001702816,0.1,0.73077536 +3889.8,3752.378,0.016448123,1485.6082,3200000.0,2154.0,200000.0,,49984.0,0.0001700256,0.1,0.8422182 +3832.9,3755.2039,-0.0043684077,1486.1111,3210000.0,2160.0,200625.0,,50144.0,0.0001697696,0.1,0.7142859 +3876.3,3758.2402,0.00090028613,1487.298,3220000.0,2165.0,201250.0,,50304.0,0.0001695136,0.1,0.7819569 +3900.7,3761.0908,0.009507065,1488.4792,3230000.0,2170.0,201875.0,,50464.0,0.0001692576,0.1,0.62914824 +3910.0,3763.723,0.006770657,1489.6552,3240000.0,2175.0,202500.0,,50624.0,0.0001690016,0.1,0.791599 +3879.9,3765.991,0.022018038,1490.8257,3250000.0,2180.0,203125.0,,50752.0,0.0001687968,0.1,0.75476664 +3830.7,3768.2466,-0.0063420553,1491.9908,3260000.0,2185.0,203750.0,,50912.0,0.0001685408,0.1,0.74979097 +3818.1,3769.6738,-0.005020556,1491.7883,3270000.0,2192.0,204375.0,,51072.0,0.0001682848,0.1,0.6806726 +3803.0,3770.3674,-0.0025913846,1492.2657,3280000.0,2198.0,205000.0,,51232.0,0.0001680288,0.1,0.7377528 +3803.8,3771.2878,-0.004484842,1492.7405,3290000.0,2204.0,205625.0,,51392.0,0.0001677728,0.1,0.8149749 +3794.3,3772.491,0.011851926,1493.8887,3300000.0,2209.0,206250.0,,51552.0,0.0001675168,0.1,0.80038446 +3769.4,3774.2322,-0.0019965176,1495.0316,3310000.0,2214.0,206875.0,,51712.0,0.0001672608,0.1,0.6974536 +3740.0,3775.403,0.0061146007,1495.4955,3320000.0,2220.0,207500.0,,51872.0,0.0001670048,0.1,0.7909124 +3730.0,3775.904,0.0056653954,1496.6293,3330000.0,2225.0,208125.0,,52000.0,0.0001668,0.1,0.69632965 +3797.8,3776.3752,0.0016948851,1497.7578,3340000.0,2230.0,208750.0,,52160.0,0.000166544,0.1,0.81149745 +3816.8,3777.454,-0.0052083516,1497.5414,3350000.0,2237.0,209375.0,,52320.0,0.000166288,0.1,0.74527174 +3868.7,3779.179,0.0058973525,1498.6619,3360000.0,2242.0,210000.0,,52480.0,0.000166032,0.1,0.72717035 +3877.0,3781.5623,-0.008358154,1498.4437,3370000.0,2249.0,210625.0,,52640.0,0.000165776,0.1,0.75166595 +3882.9,3784.615,-0.007483408,1499.5564,3380000.0,2254.0,211250.0,,52800.0,0.00016552,0.1,0.76660436 +3766.1,3786.416,0.0035084176,1500.0,3390000.0,2260.0,211875.0,,52960.0,0.000165264,0.1,0.6498928 +3794.6,3788.225,0.01306822,1501.1038,3400000.0,2265.0,212500.0,,53120.0,0.000165008,0.1,0.8339534 +3729.6,3788.985,0.0236629,1501.5411,3410000.0,2271.0,213125.0,,53280.0,0.000164752,0.1,0.7634305 +3774.0,3790.3896,-0.0024501719,1501.9763,3420000.0,2277.0,213750.0,,53408.0,0.0001645472,0.1,0.7399221 +3811.9,3791.306,-0.0052803876,1503.0675,3430000.0,2282.0,214375.0,,53568.0,0.0001642912,0.1,0.7649525 +3861.4,3792.7764,0.0070495596,1503.4965,3440000.0,2288.0,215000.0,,53728.0,0.0001640352,0.1,0.7865937 +3851.4,3793.4734,0.010268497,1504.5791,3450000.0,2293.0,215625.0,,53888.0,0.0001637792,0.1,0.6784069 +3794.7,3793.9521,0.0030288242,1505.6571,3460000.0,2298.0,216250.0,,54048.0,0.0001635232,0.1,0.8601198 +3781.6,3794.8804,-0.00637454,1506.7303,3470000.0,2303.0,216875.0,,54208.0,0.0001632672,0.1,0.7996658 +3807.3,3795.7332,0.005826095,1507.146,3480000.0,2309.0,217500.0,,54368.0,0.0001630112,0.1,0.7565305 +3920.7,3797.894,-0.0022734026,1508.2109,3490000.0,2314.0,218125.0,,54528.0,0.0001627552,0.1,0.8696575 +3944.2,3800.571,0.0114209,1509.9224,3500000.0,2318.0,218750.0,,54656.0,0.0001625504,0.1,0.85982907 +3999.7,3803.935,0.013060508,1510.9772,3510000.0,2323.0,219375.0,,54816.0,0.0001622944,0.1,0.83711374 +3895.7,3806.0984,0.0003462095,1511.3783,3520000.0,2329.0,220000.0,,54976.0,0.0001620384,0.1,0.75580585 +3948.1,3808.8428,0.0064785387,1512.425,3530000.0,2334.0,220625.0,,55136.0,0.0001617824,0.1,0.67253053 +3845.5,3810.2434,-0.0035864662,1513.4673,3540000.0,2339.0,221250.0,,55296.0,0.0001615264,0.1,0.7203443 +3837.5,3811.671,-0.0051906314,1514.5051,3550000.0,2344.0,221875.0,,55456.0,0.0001612704,0.1,0.7448981 +3894.0,3813.7336,-0.005507207,1515.5386,3560000.0,2349.0,222500.0,,55616.0,0.0001610144,0.1,0.7884764 +3867.7,3814.964,0.010210429,1516.5675,3570000.0,2354.0,223125.0,,55776.0,0.0001607584,0.1,0.77897924 +3857.6,3814.9255,0.0039085504,1517.5922,3580000.0,2359.0,223750.0,,55936.0,0.0001605024,0.1,0.7243337 +3791.6,3814.0427,-0.005144855,1518.6125,3590000.0,2364.0,224375.0,,56064.0,0.0001602976,0.1,0.78959846 +3814.2,3813.3516,-0.0036016584,1519.6285,3600000.0,2369.0,225000.0,,56224.0,0.0001600416,0.1,0.81742156 +3835.5,3814.271,-0.002405353,1520.0,3610000.0,2375.0,225625.0,,56384.0,0.0001597856,0.1,0.74097437 +3889.2,3815.3557,0.010010232,1521.0084,3620000.0,2380.0,226250.0,,56544.0,0.0001595296,0.1,0.70896244 +3921.2,3817.3696,0.00061792997,1522.0126,3630000.0,2385.0,226875.0,,56704.0,0.0001592736,0.1,0.8304179 +3911.3,3819.291,-0.0019490008,1523.0126,3640000.0,2390.0,227500.0,,56864.0,0.0001590176,0.1,0.8193902 +3827.8,3820.9868,0.0024610057,1524.0083,3650000.0,2395.0,228125.0,,57024.0,0.0001587616,0.1,0.7278354 +3854.6,3822.7222,-0.004847338,1524.3649,3660000.0,2401.0,228750.0,,57184.0,0.0001585056,0.1,0.90315413 +3863.4,3824.4373,0.0036839147,1525.9875,3670000.0,2405.0,229375.0,,57312.0,0.0001583008,0.1,0.82986206 +3898.1,3825.701,0.007979158,1526.971,3680000.0,2410.0,230000.0,,57472.0,0.0001580448,0.1,0.6792002 +3906.2,3826.9255,-0.001313233,1527.3179,3690000.0,2416.0,230625.0,,57632.0,0.0001577888,0.1,0.6918049 +3907.2,3828.482,0.011946529,1528.2941,3700000.0,2421.0,231250.0,,57792.0,0.0001575328,0.1,0.7224567 +3956.1,3830.3635,-0.0052080154,1529.2662,3710000.0,2426.0,231875.0,,57952.0,0.0001572768,0.1,0.7320508 +3925.4,3832.3557,-0.00027920638,1530.2345,3720000.0,2431.0,232500.0,,58112.0,0.0001570208,0.1,0.616915 +3895.2,3833.2336,0.0014695472,1531.1987,3730000.0,2436.0,233125.0,,58272.0,0.0001567648,0.1,0.67979527 +3951.9,3834.3171,-0.0017758184,1531.5315,3740000.0,2442.0,233750.0,,58432.0,0.0001565088,0.1,0.6497024 +3930.4,3834.799,-0.0048489603,1532.4888,3750000.0,2447.0,234375.0,,58592.0,0.0001562528,0.1,0.7057866 +4001.2,3836.1877,0.0010885559,1533.4421,3760000.0,2452.0,235000.0,,58720.0,0.000156048,0.1,0.73678786 +3995.7,3838.1738,1.0323129e-07,1533.7673,3770000.0,2458.0,235625.0,,58880.0,0.000155792,0.1,0.62857187 +3991.0,3841.1187,0.0070227236,1534.091,3780000.0,2464.0,236250.0,,59040.0,0.000155536,0.1,0.7142093 +3932.6,3843.0234,-0.0013382287,1534.413,3790000.0,2470.0,236875.0,,59200.0,0.00015528,0.1,0.6100173 +3930.4,3844.6829,-0.0040895035,1534.7334,3800000.0,2476.0,237500.0,,59360.0,0.000155024,0.1,0.69577336 +3936.7,3846.1519,0.00017951924,1535.6711,3810000.0,2481.0,238125.0,,59520.0,0.000154768,0.1,0.72517884 +3966.2,3847.8525,0.0033550782,1536.605,3820000.0,2486.0,238750.0,,59680.0,0.000154512,0.1,0.76634014 +3985.8,3849.627,0.004421145,1536.9181,3830000.0,2492.0,239375.0,,59840.0,0.000154256,0.1,0.6475115 +3970.2,3851.2537,-0.008207614,1537.8455,3840000.0,2497.0,240000.0,,60000.0,0.000154,0.1,0.7637117 +3953.1,3853.3147,-0.0016756398,1539.3843,3850000.0,2501.0,240625.0,,60128.0,0.0001537952,0.1,0.70046616 +3900.2,3854.8857,0.0069553065,1540.3032,3860000.0,2506.0,241250.0,,60288.0,0.0001535392,0.1,0.84229165 +3883.7,3855.9475,-0.003986321,1540.6051,3870000.0,2512.0,241875.0,,60448.0,0.0001532832,0.1,0.6878736 +3904.2,3856.6748,0.0024754608,1541.5177,3880000.0,2517.0,242500.0,,60608.0,0.0001530272,0.1,0.6441599 +3972.6,3858.1228,0.0038892378,1542.4266,3890000.0,2522.0,243125.0,,60768.0,0.0001527712,0.1,0.67297804 +3966.8,3859.2566,-0.00047280267,1543.332,3900000.0,2527.0,243750.0,,60928.0,0.0001525152,0.1,0.7216127 +4000.9,3860.598,-2.2818218e-05,1543.6241,3910000.0,2533.0,244375.0,,61088.0,0.0001522592,0.1,0.6533599 +3985.6,3861.295,0.005069496,1544.5232,3920000.0,2538.0,245000.0,,61248.0,0.0001520032,0.1,0.69620824 +4015.4,3862.8562,-0.006339146,1545.4188,3930000.0,2543.0,245625.0,,61376.0,0.0001517984,0.1,0.6816326 +4017.3,3865.2559,-0.00056208845,1546.3108,3940000.0,2548.0,246250.0,,61536.0,0.0001515424,0.1,0.73890555 +3956.2,3867.8806,-0.007040631,1547.1993,3950000.0,2553.0,246875.0,,61696.0,0.0001512864,0.1,0.67160505 +3894.0,3870.26,-0.0016277096,1548.0845,3960000.0,2558.0,247500.0,,61856.0,0.0001510304,0.1,0.6608935 +3833.4,3871.6396,-0.0074610044,1548.3619,3970000.0,2564.0,248125.0,,62016.0,0.0001507744,0.1,0.66826284 +3909.1,3873.6477,0.0046068924,1549.241,3980000.0,2569.0,248750.0,,62176.0,0.0001505184,0.1,0.6488533 +3921.8,3874.911,-0.005341204,1550.1166,3990000.0,2574.0,249375.0,,62336.0,0.0001502624,0.1,0.68286854 +3983.5,3876.595,-0.0035615752,1550.9888,4000000.0,2579.0,250000.0,,62496.0,0.0001500064,0.1,0.7090483 +3930.9,3877.186,-0.00015029573,1551.8575,4010000.0,2584.0,250625.0,,62656.0,0.0001497504,0.1,0.61665684 +3869.3,3877.5771,0.0055038007,1552.723,4020000.0,2589.0,251250.0,,62784.0,0.0001495456,0.1,0.7231121 +3927.3,3878.4553,0.0113917235,1552.9866,4030000.0,2595.0,251875.0,,62944.0,0.0001492896,0.1,0.6834829 +3961.9,3879.7144,-0.007979664,1553.8462,4040000.0,2600.0,252500.0,,63104.0,0.0001490336,0.1,0.67525053 +3956.0,3880.6023,0.017131463,1554.7025,4050000.0,2605.0,253125.0,,63264.0,0.0001487776,0.1,0.5807008 +3927.2,3881.291,0.0021415034,1555.5555,4060000.0,2610.0,253750.0,,63424.0,0.0001485216,0.1,0.7439177 +3908.0,3882.0818,-0.004391269,1555.8104,4070000.0,2616.0,254375.0,,63584.0,0.0001482656,0.1,0.7656051 +3956.1,3883.4155,0.0014162557,1556.6577,4080000.0,2621.0,255000.0,,63744.0,0.0001480096,0.1,0.69193757 +3963.5,3884.1116,-0.008448305,1556.909,4090000.0,2627.0,255625.0,,63904.0,0.0001477536,0.1,0.66537136 +4017.3,3885.6377,-0.008857059,1557.7507,4100000.0,2632.0,256250.0,,64032.0,0.0001475488,0.1,0.66325366 +3997.7,3887.511,-0.0016270903,1557.9985,4110000.0,2638.0,256875.0,,64192.0,0.0001472928,0.1,0.67317736 +3945.2,3889.8826,0.003671791,1557.656,4120000.0,2645.0,257500.0,,64352.0,0.0001470368,0.1,0.645043 +3907.9,3891.753,-0.007046785,1557.9027,4130000.0,2651.0,258125.0,,64512.0,0.0001467808,0.1,0.74207693 +3902.1,3893.1265,-0.0025054342,1558.735,4140000.0,2656.0,258750.0,,64672.0,0.0001465248,0.1,0.67120564 +3936.1,3893.331,-0.008540441,1558.9783,4150000.0,2662.0,259375.0,,64832.0,0.0001462688,0.1,0.76329494 +3899.4,3893.13,0.009065742,1559.805,4160000.0,2667.0,260000.0,,64992.0,0.0001460128,0.1,0.5800635 +3928.4,3893.383,-0.009491174,1560.6288,4170000.0,2672.0,260625.0,,65152.0,0.0001457568,0.1,0.74172056 +3893.6,3893.8289,-0.0030954722,1560.8663,4180000.0,2678.0,261250.0,,65312.0,0.0001455008,0.1,0.6499474 +3949.1,3894.693,-0.0019456004,1561.1028,4190000.0,2684.0,261875.0,,65440.0,0.000145296,0.1,0.70287937 +3947.4,3895.269,-0.0070932605,1561.3383,4200000.0,2690.0,262500.0,,65600.0,0.00014504,0.1,0.67444897 +3970.1,3896.6406,0.00013187082,1562.1521,4210000.0,2695.0,263125.0,,65760.0,0.000144784,0.1,0.62133247 +3983.4,3897.712,-0.005421647,1562.963,4220000.0,2700.0,263750.0,,65920.0,0.000144528,0.1,0.6627545 +3915.9,3897.864,-0.006121125,1563.7708,4230000.0,2705.0,264375.0,,66080.0,0.000144272,0.1,0.6914532 +3936.5,3898.1292,-0.0002879004,1564.5757,4240000.0,2710.0,265000.0,,66240.0,0.000144016,0.1,0.6798799 +3923.5,3898.565,-0.005024814,1564.8011,4250000.0,2716.0,265625.0,,66400.0,0.00014376,0.1,0.6929941 +3878.5,3899.0427,-0.004361654,1565.6008,4260000.0,2721.0,266250.0,,66560.0,0.000143504,0.1,0.7043623 +3829.0,3899.1519,-0.0093239425,1566.3977,4270000.0,2726.0,266875.0,,66688.0,0.0001432992,0.1,0.7247863 +3818.0,3899.3018,-0.0015180575,1566.6179,4280000.0,2732.0,267500.0,,66848.0,0.0001430432,0.1,0.65924984 +3905.7,3900.321,-0.0030830558,1567.4095,4290000.0,2737.0,268125.0,,67008.0,0.0001427872,0.1,0.6641016 +3877.7,3901.1548,0.0037646769,1567.6267,4300000.0,2743.0,268750.0,,67168.0,0.0001425312,0.1,0.54722655 +3915.2,3902.6125,-0.0012811495,1568.4135,4310000.0,2748.0,269375.0,,67328.0,0.0001422752,0.1,0.76475537 +3976.9,3904.9814,-1.0783144e-05,1568.6274,4320000.0,2754.0,270000.0,,67488.0,0.0001420192,0.1,0.67033064 +4032.0,3908.0015,-0.0059834686,1569.4092,4330000.0,2759.0,270625.0,,67648.0,0.0001417632,0.1,0.6372257 +3916.4,3909.1882,0.010785686,1569.6202,4340000.0,2765.0,271250.0,,67808.0,0.0001415072,0.1,0.7664213 +3922.7,3910.2468,-0.009625758,1570.3971,4350000.0,2770.0,271875.0,,67968.0,0.0001412512,0.1,0.7594782 +3949.9,3911.0588,7.2316645e-05,1571.1711,4360000.0,2775.0,272500.0,,68096.0,0.0001410464,0.1,0.6147572 +3921.9,3911.5078,0.002574043,1571.3772,4370000.0,2781.0,273125.0,,68256.0,0.0001407904,0.1,0.6825151 +3918.6,3911.865,-0.0073361257,1571.5824,4380000.0,2787.0,273750.0,,68416.0,0.0001405344,0.1,0.74662304 +3875.1,3912.955,-0.0046472233,1571.7866,4390000.0,2793.0,274375.0,,68576.0,0.0001402784,0.1,0.631243 +3863.2,3913.6409,0.004130325,1572.5519,4400000.0,2798.0,275000.0,,68736.0,0.0001400224,0.1,0.7122509 +3871.7,3915.0615,0.0022999207,1573.3143,4410000.0,2803.0,275625.0,,68896.0,0.0001397664,0.1,0.66393805 +3920.6,3916.5276,0.019717105,1573.5137,4420000.0,2809.0,276250.0,,69056.0,0.0001395104,0.1,0.71528524 +3957.9,3917.9878,-0.0020474156,1574.2715,4430000.0,2814.0,276875.0,,69216.0,0.0001392544,0.1,0.68315876 +3986.4,3919.2378,-0.0017868131,1574.4681,4440000.0,2820.0,277500.0,,69344.0,0.0001390496,0.1,0.6937398 +3990.2,3920.626,-0.003153513,1574.6638,4450000.0,2826.0,278125.0,,69504.0,0.0001387936,0.1,0.6541829 +3918.3,3921.8618,-0.0042597847,1575.415,4460000.0,2831.0,278750.0,,69664.0,0.0001385376,0.1,0.71339333 +3877.2,3922.8179,4.299276e-06,1576.1636,4470000.0,2836.0,279375.0,,69824.0,0.0001382816,0.1,0.66399515 +3852.9,3923.2737,-0.0076061,1576.3547,4480000.0,2842.0,280000.0,,69984.0,0.0001380256,0.1,0.75558996 +3802.5,3922.0918,0.0056668804,1576.5449,4490000.0,2848.0,280625.0,,70144.0,0.0001377696,0.1,0.706562 +3766.4,3920.3137,-0.0050731064,1577.2871,4500000.0,2853.0,281250.0,,70304.0,0.0001375136,0.1,0.6628094 +3851.9,3918.836,-0.0027152994,1578.0266,4510000.0,2858.0,281875.0,,70464.0,0.0001372576,0.1,0.79613245 +3845.4,3918.333,-0.0048617367,1578.7635,4520000.0,2863.0,282500.0,,70624.0,0.0001370016,0.1,0.7664554 +3871.6,3917.568,-0.007439963,1579.4979,4530000.0,2868.0,283125.0,,70752.0,0.0001367968,0.1,0.7736436 +3797.5,3917.088,-0.003151712,1580.2297,4540000.0,2873.0,283750.0,,70912.0,0.0001365408,0.1,0.6972731 +3822.1,3916.9338,-0.0085885655,1580.4099,4550000.0,2879.0,284375.0,,71072.0,0.0001362848,0.1,0.72394216 +3904.4,3917.0378,-0.0048650317,1581.1373,4560000.0,2884.0,285000.0,,71232.0,0.0001360288,0.1,0.73781824 +3899.0,3917.3506,-0.0030822393,1581.8622,4570000.0,2889.0,285625.0,,71392.0,0.0001357728,0.1,0.70956284 +3872.9,3917.5042,-0.0005982115,1582.038,4580000.0,2895.0,286250.0,,71552.0,0.0001355168,0.1,0.8134609 +3873.9,3918.3271,-0.0058956644,1582.7587,4590000.0,2900.0,286875.0,,71712.0,0.0001352608,0.1,0.61844707 +3850.5,3918.69,-0.008324774,1583.4768,4600000.0,2905.0,287500.0,,71872.0,0.0001350048,0.1,0.7897473 +3799.6,3918.331,-0.010705238,1583.6482,4610000.0,2911.0,288125.0,,72000.0,0.0001348,0.1,0.7817941 +3817.7,3917.6157,0.0040089265,1583.819,4620000.0,2917.0,288750.0,,72160.0,0.000134544,0.1,0.68281364 +3803.1,3916.4346,-0.004761073,1584.5311,4630000.0,2922.0,289375.0,,72320.0,0.000134288,0.1,0.780613 +3829.9,3915.6208,0.00042398734,1584.6995,4640000.0,2928.0,290000.0,,72480.0,0.000134032,0.1,0.5477658 +3861.2,3915.9546,0.005830056,1585.4075,4650000.0,2933.0,290625.0,,72640.0,0.000133776,0.1,0.71366405 +3935.2,3916.7607,-0.0060637426,1585.5734,4660000.0,2939.0,291250.0,,72800.0,0.00013352,0.1,0.73997283 +3992.5,3918.0515,-0.0048052473,1586.2772,4670000.0,2944.0,291875.0,,72960.0,0.000133264,0.1,0.6605897 +3973.4,3918.8047,0.0006527676,1586.4407,4680000.0,2950.0,292500.0,,73120.0,0.000133008,0.1,0.7459911 +3979.6,3919.5388,-0.0018310747,1586.6035,4690000.0,2956.0,293125.0,,73280.0,0.000132752,0.1,0.6296214 +3950.2,3919.9688,-0.0019682425,1587.3016,4700000.0,2961.0,293750.0,,73408.0,0.0001325472,0.1,0.6549026 +3954.0,3919.9475,-0.0026641001,1587.9973,4710000.0,2966.0,294375.0,,73568.0,0.0001322912,0.1,0.6573909 +3959.4,3920.2878,-0.0095621245,1588.6907,4720000.0,2971.0,295000.0,,73728.0,0.0001320352,0.1,0.73030245 +3957.0,3920.906,-0.008190542,1589.916,4730000.0,2975.0,295625.0,,73888.0,0.0001317792,0.1,0.6780075 +4060.8,3921.995,-0.0021104617,1590.604,4740000.0,2980.0,296250.0,,74048.0,0.0001315232,0.1,0.6511576 +4058.2,3923.2727,-0.0029994387,1590.7568,4750000.0,2986.0,296875.0,,74208.0,0.0001312672,0.1,0.77081466 +4048.6,3923.7468,0.0009426727,1591.441,4760000.0,2991.0,297500.0,,74368.0,0.0001310112,0.1,0.63652253 +4003.0,3923.8196,0.007290534,1592.1228,4770000.0,2996.0,298125.0,,74528.0,0.0001307552,0.1,0.6888207 +4030.0,3924.2097,-0.0043381555,1592.8024,4780000.0,3001.0,298750.0,,74656.0,0.0001305504,0.1,0.66610044 +4006.4,3924.9478,-0.013264414,1592.9498,4790000.0,3007.0,299375.0,,74816.0,0.0001302944,0.1,0.7595993 +4004.1,3925.685,-0.0066208593,1593.6255,4800000.0,3012.0,300000.0,,74976.0,0.0001300384,0.1,0.6865632 +4001.6,3926.3337,-0.0019416186,1594.299,4810000.0,3017.0,300625.0,,75136.0,0.0001297824,0.1,0.736622 +4010.0,3926.7722,-0.0054488825,1594.4426,4820000.0,3023.0,301250.0,,75296.0,0.0001295264,0.1,0.54912484 +4008.1,3926.9946,-0.0073910067,1595.1123,4830000.0,3028.0,301875.0,,75456.0,0.0001292704,0.1,0.6699292 +4031.3,3927.606,-0.0060316515,1595.7798,4840000.0,3033.0,302500.0,,75616.0,0.0001290144,0.1,0.699331 +4014.8,3928.2231,0.0019484609,1596.4451,4850000.0,3038.0,303125.0,,75776.0,0.0001287584,0.1,0.703752 +3950.5,3928.7263,0.0004600644,1597.1082,4860000.0,3043.0,303750.0,,75936.0,0.0001285024,0.1,0.6367568 +3941.5,3929.3044,-0.002021119,1598.2935,4870000.0,3047.0,304375.0,,76064.0,0.0001282976,0.1,0.7071078 +4024.3,3930.5054,-0.01253647,1598.9515,4880000.0,3052.0,305000.0,,76224.0,0.0001280416,0.1,0.67890024 +4000.3,3930.7822,-0.002434882,1599.0844,4890000.0,3058.0,305625.0,,76384.0,0.0001277856,0.1,0.6019969 +3967.3,3930.7876,-0.0069744145,1599.7388,4900000.0,3063.0,306250.0,,76544.0,0.0001275296,0.1,0.70771575 +3955.0,3930.3281,-0.0017422885,1600.3911,4910000.0,3068.0,306875.0,,76704.0,0.0001272736,0.1,0.6748097 +3984.0,3930.3123,-0.003666355,1601.0414,4920000.0,3073.0,307500.0,,76864.0,0.0001270176,0.1,0.6998023 +3935.7,3929.515,-0.004650782,1601.6895,4930000.0,3078.0,308125.0,,77024.0,0.0001267616,0.1,0.5647872 +3939.2,3928.7336,0.0007319488,1601.8158,4940000.0,3084.0,308750.0,,77184.0,0.0001265056,0.1,0.6769373 +3910.0,3928.272,-0.006827205,1602.4603,4950000.0,3089.0,309375.0,,77312.0,0.0001263008,0.1,0.69901204 +3940.9,3928.741,-0.00714927,1603.1028,4960000.0,3094.0,310000.0,,77472.0,0.0001260448,0.1,0.7088226 +3956.7,3929.974,-0.007653314,1603.7432,4970000.0,3099.0,310625.0,,77632.0,0.0001257888,0.1,0.7251843 +3901.4,3929.8972,-0.00089469075,1603.8647,4980000.0,3105.0,311250.0,,77792.0,0.0001255328,0.1,0.67378914 +3930.5,3929.9841,-0.0034010601,1603.9858,4990000.0,3111.0,311875.0,,77952.0,0.0001252768,0.1,0.6341686 +3930.7,3929.456,-0.0066294973,1604.6213,5000000.0,3116.0,312500.0,,78112.0,0.0001250208,0.1,0.82179236 +3990.2,3930.049,-0.005927989,1605.2548,5010000.0,3121.0,313125.0,,78272.0,0.0001247648,0.1,0.56866056 +3986.7,3931.2224,-0.006151091,1605.3726,5020000.0,3127.0,313750.0,,78432.0,0.0001245088,0.1,0.74583304 +3959.7,3931.5466,0.0011982939,1606.0026,5030000.0,3132.0,314375.0,,78592.0,0.0001242528,0.1,0.68908966 +4026.9,3932.1965,-0.00047587106,1606.6305,5040000.0,3137.0,315000.0,,78720.0,0.000124048,0.1,0.6178981 +4000.0,3932.637,-0.010215803,1607.2565,5050000.0,3142.0,315625.0,,78880.0,0.000123792,0.1,0.78627247 +4051.3,3933.878,-0.0024145292,1607.8805,5060000.0,3147.0,316250.0,,79040.0,0.000123536,0.1,0.597744 +4058.5,3935.383,-0.009578279,1608.5026,5070000.0,3152.0,316875.0,,79200.0,0.00012328,0.1,0.8243067 +4094.5,3936.7668,-0.0083847325,1609.1226,5080000.0,3157.0,317500.0,,79360.0,0.000123024,0.1,0.69912016 +3976.5,3936.8972,-0.006971121,1609.7407,5090000.0,3162.0,318125.0,,79520.0,0.000122768,0.1,0.6758901 +3953.7,3936.2607,-0.0014714908,1610.3568,5100000.0,3167.0,318750.0,,79680.0,0.000122512,0.1,0.5722686 +3899.7,3935.2805,-0.009920459,1610.971,5110000.0,3172.0,319375.0,,79840.0,0.000122256,0.1,0.75871515 +3943.0,3935.2585,-0.0076166377,1611.5833,5120000.0,3177.0,320000.0,,80000.0,0.000122,0.1,0.6098354 +3946.2,3935.6418,0.004564966,1612.1936,5130000.0,3182.0,320625.0,,80128.0,0.0001217952,0.1,0.65439177 +4005.4,3936.6748,0.0012363949,1612.802,5140000.0,3187.0,321250.0,,80288.0,0.0001215392,0.1,0.7298135 +3968.4,3936.998,-0.008711284,1612.9032,5150000.0,3193.0,321875.0,,80448.0,0.0001212832,0.1,0.7002137 +3986.5,3937.8687,-0.0078615425,1613.5084,5160000.0,3198.0,322500.0,,80608.0,0.0001210272,0.1,0.6258614 +4037.1,3938.956,-0.0030175105,1614.1118,5170000.0,3203.0,323125.0,,80768.0,0.0001207712,0.1,0.7355834 +4092.8,3940.9478,-0.011373668,1614.2101,5180000.0,3209.0,323750.0,,80928.0,0.0001205152,0.1,0.7692517 +4033.3,3941.79,-0.0034027454,1614.8102,5190000.0,3214.0,324375.0,,81088.0,0.0001202592,0.1,0.60042775 +3978.7,3942.1028,-0.0020829143,1615.4086,5200000.0,3219.0,325000.0,,81248.0,0.0001200032,0.1,0.67875373 +3946.7,3941.8687,-0.004909483,1616.005,5210000.0,3224.0,325625.0,,81376.0,0.0001197984,0.1,0.6945087 +3935.7,3941.3916,-0.009624738,1616.5996,5220000.0,3229.0,326250.0,,81536.0,0.0001195424,0.1,0.7188865 +3918.5,3941.4175,-0.0055908733,1616.6924,5230000.0,3235.0,326875.0,,81696.0,0.0001192864,0.1,0.7594318 +3987.4,3941.9265,-0.008765844,1617.2839,5240000.0,3240.0,327500.0,,81856.0,0.0001190304,0.1,0.65370476 +3940.5,3942.0972,-0.0046224906,1617.8737,5250000.0,3245.0,328125.0,,82016.0,0.0001187744,0.1,0.72314936 +4019.5,3943.5068,-0.007821233,1618.4615,5260000.0,3250.0,328750.0,,82176.0,0.0001185184,0.1,0.6321354 +3977.5,3944.9922,-0.0016967909,1619.0476,5270000.0,3255.0,329375.0,,82336.0,0.0001182624,0.1,0.6955353 +4021.5,3947.0269,-0.005226974,1619.1353,5280000.0,3261.0,330000.0,,82496.0,0.0001180064,0.1,0.6810999 +3906.0,3947.03,-0.008102631,1619.7183,5290000.0,3266.0,330625.0,,82656.0,0.0001177504,0.1,0.64100194 +3864.5,3946.8977,-0.0052493582,1620.7952,5300000.0,3270.0,331250.0,,82784.0,0.0001175456,0.1,0.6551821 +3890.1,3946.647,-0.00422282,1620.8792,5310000.0,3276.0,331875.0,,82944.0,0.0001172896,0.1,0.6682719 +3917.7,3946.0547,-0.010127305,1620.9628,5320000.0,3282.0,332500.0,,83104.0,0.0001170336,0.1,0.66922677 +3927.9,3945.0137,0.0026796174,1621.0463,5330000.0,3288.0,333125.0,,83264.0,0.0001167776,0.1,0.6811397 +3861.3,3944.463,-0.008594554,1621.6216,5340000.0,3293.0,333750.0,,83424.0,0.0001165216,0.1,0.68999696 +3927.4,3944.51,-0.0059603453,1622.1953,5350000.0,3298.0,334375.0,,83584.0,0.0001162656,0.1,0.6450236 +3984.0,3944.8508,-0.0076791183,1622.7672,5360000.0,3303.0,335000.0,,83744.0,0.0001160096,0.1,0.68321455 +3965.0,3945.2822,-0.008560185,1623.3374,5370000.0,3308.0,335625.0,,83904.0,0.0001157536,0.1,0.72325975 +3931.0,3945.406,-0.0038880939,1623.9059,5380000.0,3313.0,336250.0,,84032.0,0.0001155488,0.1,0.8144464 +3924.5,3945.9,-0.008743791,1623.9832,5390000.0,3319.0,336875.0,,84192.0,0.0001152928,0.1,0.65574193 +3975.2,3947.0198,-0.008204022,1624.5487,5400000.0,3324.0,337500.0,,84352.0,0.0001150368,0.1,0.77102304 +3965.2,3947.9546,-0.00933636,1624.6246,5410000.0,3330.0,338125.0,,84512.0,0.0001147808,0.1,0.61382675 +4008.7,3948.8357,-0.0098680565,1625.1874,5420000.0,3335.0,338750.0,,84672.0,0.0001145248,0.1,0.713879 +3916.2,3948.4185,0.0013531914,1625.7485,5430000.0,3340.0,339375.0,,84832.0,0.0001142688,0.1,0.6662492 +3877.8,3947.3328,-0.00405402,1626.3079,5440000.0,3345.0,340000.0,,84992.0,0.0001140128,0.1,0.73030734 +3880.6,3946.2366,-0.006411944,1626.8657,5450000.0,3350.0,340625.0,,85152.0,0.0001137568,0.1,0.7198379 +3924.1,3946.295,-0.0075431704,1627.4218,5460000.0,3355.0,341250.0,,85312.0,0.0001135008,0.1,0.680918 +3984.5,3947.368,-0.0070455656,1627.9762,5470000.0,3360.0,341875.0,,85440.0,0.000113296,0.1,0.7129369 +3939.5,3948.2336,0.00042335095,1628.5289,5480000.0,3365.0,342500.0,,85600.0,0.00011304,0.1,0.65066 +3990.0,3950.1086,-0.004589841,1628.5968,5490000.0,3371.0,343125.0,,85760.0,0.000112784,0.1,0.6156859 +3950.0,3951.945,-0.0076629673,1629.147,5500000.0,3376.0,343750.0,,85920.0,0.000112528,0.1,0.7039446 +3984.5,3953.2705,-0.007889353,1629.6953,5510000.0,3381.0,344375.0,,86080.0,0.000112272,0.1,0.6854939 +3957.5,3954.3918,-0.008039129,1630.2422,5520000.0,3386.0,345000.0,,86240.0,0.000112016,0.1,0.69783086 +4014.0,3955.8157,0.00041179062,1630.7874,5530000.0,3391.0,345625.0,,86400.0,0.00011176,0.1,0.6388943 +3952.0,3957.3608,-0.0034193394,1631.3309,5540000.0,3396.0,346250.0,,86560.0,0.000111504,0.1,0.65189445 +3927.7,3958.417,-9.112031e-05,1631.8729,5550000.0,3401.0,346875.0,,86688.0,0.0001112992,0.1,0.70531034 +3848.7,3957.8596,-0.00422534,1632.4133,5560000.0,3406.0,347500.0,,86848.0,0.0001110432,0.1,0.5568727 +3899.7,3957.8662,-0.010515306,1632.9523,5570000.0,3411.0,348125.0,,87008.0,0.0001107872,0.1,0.66288614 +3863.1,3957.7686,-0.006036301,1633.4895,5580000.0,3416.0,348750.0,,87168.0,0.0001105312,0.1,0.6758034 +3905.4,3958.0837,-0.006556938,1633.5476,5590000.0,3422.0,349375.0,,87328.0,0.0001102752,0.1,0.6435383 +3882.0,3958.3987,-0.00850122,1634.0823,5600000.0,3427.0,350000.0,,87488.0,0.0001100192,0.1,0.63142186 +3915.9,3959.5623,-0.004779641,1634.6154,5610000.0,3432.0,350625.0,,87648.0,0.0001097632,0.1,0.69860333 +3937.1,3960.7559,0.0006919508,1635.147,5620000.0,3437.0,351250.0,,87808.0,0.0001095072,0.1,0.5952233 +3889.7,3961.6218,-0.007710051,1635.6769,5630000.0,3442.0,351875.0,,87968.0,0.0001092512,0.1,0.72321343 +3919.7,3962.5198,-0.009076426,1636.2054,5640000.0,3447.0,352500.0,,88096.0,0.0001090464,0.1,0.7295978 +3952.1,3963.4287,0.0017389954,1636.7323,5650000.0,3452.0,353125.0,,88256.0,0.0001087904,0.1,0.5910872 +3981.6,3963.8926,-0.006446132,1637.2577,5660000.0,3457.0,353750.0,,88416.0,0.0001085344,0.1,0.6999438 +3933.0,3963.2976,-0.005768278,1637.7816,5670000.0,3462.0,354375.0,,88576.0,0.0001082784,0.1,0.7009589 +3966.5,3963.2288,-0.00516227,1638.304,5680000.0,3467.0,355000.0,,88736.0,0.0001080224,0.1,0.6050068 +3979.5,3963.2278,-0.01189725,1638.353,5690000.0,3473.0,355625.0,,88896.0,0.0001077664,0.1,0.70554507 +3968.5,3963.4111,-0.0004990908,1638.8729,5700000.0,3478.0,356250.0,,89056.0,0.0001075104,0.1,0.5760468 +4028.0,3964.151,-0.00788301,1639.3914,5710000.0,3483.0,356875.0,,89216.0,0.0001072544,0.1,0.646248 +3985.0,3964.407,-0.0037600298,1640.3785,5720000.0,3487.0,357500.0,,89344.0,0.0001070496,0.1,0.5888527 +3985.4,3964.691,-0.0085789235,1640.4237,5730000.0,3493.0,358125.0,,89504.0,0.0001067936,0.1,0.7053727 +3937.1,3963.454,-0.0030323886,1640.9376,5740000.0,3498.0,358750.0,,89664.0,0.0001065376,0.1,0.63226706 +3972.9,3962.6008,0.005293339,1641.4502,5750000.0,3503.0,359375.0,,89824.0,0.0001062816,0.1,0.56637055 +3951.4,3961.6292,-0.0069328626,1641.9612,5760000.0,3508.0,360000.0,,89984.0,0.0001060256,0.1,0.64151084 +3914.7,3960.7458,-0.0015429446,1642.4708,5770000.0,3513.0,360625.0,,90144.0,0.0001057696,0.1,0.5903622 +3968.2,3960.128,0.0014955072,1642.5121,5780000.0,3519.0,361250.0,,90304.0,0.0001055136,0.1,0.6242697 +4002.4,3960.088,-0.0026514938,1642.5532,5790000.0,3525.0,361875.0,,90464.0,0.0001052576,0.1,0.60138166 +4054.9,3960.5957,0.0018923178,1643.0594,5800000.0,3530.0,362500.0,,90624.0,0.0001050016,0.1,0.65434057 +4002.4,3960.604,-0.0057127485,1643.5643,5810000.0,3535.0,363125.0,,90752.0,0.0001047968,0.1,0.73892206 +3957.3,3960.0771,0.0009973699,1644.0677,5820000.0,3540.0,363750.0,,90912.0,0.0001045408,0.1,0.76314807 +3951.6,3959.5122,-0.0044098534,1644.1061,5830000.0,3546.0,364375.0,,91072.0,0.0001042848,0.1,0.6536687 +3866.6,3957.8647,-0.0075126775,1644.6072,5840000.0,3551.0,365000.0,,91232.0,0.0001040288,0.1,0.68332785 +3883.0,3956.5469,-0.007920105,1644.6444,5850000.0,3557.0,365625.0,,91392.0,0.0001037728,0.1,0.65696967 +3993.0,3956.972,-0.0046840217,1645.1432,5860000.0,3562.0,366250.0,,91552.0,0.0001035168,0.1,0.62790215 +4009.5,3957.6519,-0.008221183,1645.1793,5870000.0,3568.0,366875.0,,91712.0,0.0001032608,0.1,0.6456084 +3934.5,3956.7537,-0.00241065,1645.6759,5880000.0,3573.0,367500.0,,91872.0,0.0001030048,0.1,0.6853847 +3877.7,3955.528,-0.0093193175,1646.171,5890000.0,3578.0,368125.0,,92000.0,0.0001028,0.1,0.6574544 +3873.7,3954.5918,-0.008845866,1646.2053,5900000.0,3584.0,368750.0,,92160.0,0.000102544,0.1,0.6699609 +3916.2,3954.2039,0.0037721065,1646.2395,5910000.0,3590.0,369375.0,,92320.0,0.000102288,0.1,0.6146634 +3945.7,3953.8206,-0.008960282,1646.2737,5920000.0,3596.0,370000.0,,92480.0,0.000102032,0.1,0.713665 +3919.2,3953.6555,-0.007069755,1646.7648,5930000.0,3601.0,370625.0,,92640.0,0.000101776,0.1,0.6743003 +3921.2,3953.4753,-0.004081228,1646.7979,5940000.0,3607.0,371250.0,,92800.0,0.00010152,0.1,0.71054184 +3953.1,3953.9065,-0.0066723665,1647.2869,5950000.0,3612.0,371875.0,,92960.0,0.000101264,0.1,0.6891843 +3938.1,3953.8784,-0.00934341,1647.319,5960000.0,3618.0,372500.0,,93120.0,0.000101008,0.1,0.7010329 +3896.0,3953.2715,0.030556867,1647.8057,5970000.0,3623.0,373125.0,,93280.0,0.000100752,0.1,0.63374007 +3891.0,3953.1675,-0.0018045232,1648.291,5980000.0,3628.0,373750.0,,93408.0,0.0001005472,0.1,0.62208045 +3868.5,3952.5479,-0.0117701,1648.7751,5990000.0,3633.0,374375.0,,93568.0,0.0001002912,0.1,0.78638744 +3888.0,3952.1206,-0.0042667924,1648.8046,6000000.0,3639.0,375000.0,,93728.0,0.0001000352,0.1,0.600734 +3871.5,3950.9338,-0.00939063,1648.834,6010000.0,3645.0,375625.0,,93888.0,9.97792e-05,0.1,0.7023426 +3921.5,3950.282,-0.0037991966,1649.3151,6020000.0,3650.0,376250.0,,94048.0,9.95232e-05,0.1,0.64522105 +3909.7,3949.7815,-0.008074097,1649.7948,6030000.0,3655.0,376875.0,,94208.0,9.92672e-05,0.1,0.6449802 +3878.9,3948.3015,-0.0071537895,1649.8225,6040000.0,3661.0,377500.0,,94368.0,9.90112e-05,0.1,0.66625065 +3857.7,3946.8787,-0.003652038,1649.4003,6050000.0,3668.0,378125.0,,94528.0,9.87552e-05,0.1,0.64945626 +3887.3,3945.239,0.0053514494,1649.4285,6060000.0,3674.0,378750.0,,94656.0,9.85504e-05,0.1,0.6439718 +3878.8,3943.4421,0.001189062,1649.4565,6070000.0,3680.0,379375.0,,94816.0,9.82944e-05,0.1,0.6790341 +3935.0,3941.847,-0.008690457,1649.9321,6080000.0,3685.0,380000.0,,94976.0,9.80384e-05,0.1,0.6506052 +3941.4,3941.4963,-0.0052846735,1649.9594,6090000.0,3691.0,380625.0,,95136.0,9.77824e-05,0.1,0.61194634 +3927.5,3941.2341,-0.0084648095,1649.9865,6100000.0,3697.0,381250.0,,95296.0,9.75264e-05,0.1,0.609318 +3939.5,3941.632,-0.009711373,1650.4592,6110000.0,3702.0,381875.0,,95456.0,9.72704e-05,0.1,0.6833631 +3916.2,3941.3638,-0.005780212,1650.9307,6120000.0,3707.0,382500.0,,95616.0,9.70144e-05,0.1,0.7170317 +3919.5,3941.097,-0.001637466,1650.956,6130000.0,3713.0,383125.0,,95776.0,9.67584e-05,0.1,0.7504254 +3918.3,3940.2256,-0.0029677348,1651.4255,6140000.0,3718.0,383750.0,,95936.0,9.65024e-05,0.1,0.6280347 +3991.6,3940.4578,-0.009507562,1651.8937,6150000.0,3723.0,384375.0,,96064.0,9.62976e-05,0.1,0.71341836 +3971.8,3940.311,0.00020001573,1652.3605,6160000.0,3728.0,385000.0,,96224.0,9.60416e-05,0.1,0.66471696 +4018.2,3940.122,-0.006644261,1652.3835,6170000.0,3734.0,385625.0,,96384.0,9.57856e-05,0.1,0.71317893 +3917.2,3938.366,-0.003539312,1652.8484,6180000.0,3739.0,386250.0,,96544.0,9.55296e-05,0.1,0.66429627 +3897.0,3937.003,-0.010495069,1652.8705,6190000.0,3745.0,386875.0,,96704.0,9.52736e-05,0.1,0.6905144 +3896.0,3936.1755,-0.007996703,1653.3334,6200000.0,3750.0,387500.0,,96864.0,9.50176e-05,0.1,0.743469 +3900.0,3935.7087,-0.0051404666,1653.3546,6210000.0,3756.0,388125.0,,97024.0,9.47616e-05,0.1,0.6656453 +3867.0,3935.022,-0.007724745,1653.3759,6220000.0,3762.0,388750.0,,97184.0,9.45056e-05,0.1,0.68869305 +3879.5,3934.6318,-0.010849781,1653.8359,6230000.0,3767.0,389375.0,,97312.0,9.43008e-05,0.1,0.7390616 +3978.0,3934.538,-0.004329248,1654.2948,6240000.0,3772.0,390000.0,,97472.0,9.40448e-05,0.1,0.60477185 +4023.0,3935.363,-0.008556805,1654.3145,6250000.0,3778.0,390625.0,,97632.0,9.37888e-05,0.1,0.6966772 +4022.0,3935.3882,-0.007923542,1654.7714,6260000.0,3783.0,391250.0,,97792.0,9.35328e-05,0.1,0.6212902 +3940.2,3935.015,-0.007739363,1655.227,6270000.0,3788.0,391875.0,,97952.0,9.32768e-05,0.1,0.6758884 +3929.7,3934.097,-0.0071363454,1655.2451,6280000.0,3794.0,392500.0,,98112.0,9.30208e-05,0.1,0.6338934 +3935.9,3934.396,-0.0019977246,1655.6989,6290000.0,3799.0,393125.0,,98272.0,9.27648e-05,0.1,0.60922277 +3962.2,3935.3728,0.0062122745,1656.1514,6300000.0,3804.0,393750.0,,98432.0,9.25088e-05,0.1,0.64411676 +3949.0,3935.9617,-0.0062063364,1656.168,6310000.0,3810.0,394375.0,,98592.0,9.22528e-05,0.1,0.6885963 +3939.9,3936.184,0.0063188467,1657.053,6320000.0,3814.0,395000.0,,98720.0,9.2048e-05,0.1,0.6622708 +3929.4,3936.1987,-0.009283912,1657.0681,6330000.0,3820.0,395625.0,,98880.0,9.1792e-05,0.1,0.6689204 +3898.4,3936.5703,0.0028493886,1657.5164,6340000.0,3825.0,396250.0,,99040.0,9.1536e-05,0.1,0.6161628 +3922.0,3936.5159,-0.0076603144,1657.5306,6350000.0,3831.0,396875.0,,99200.0,9.128e-05,0.1,0.662756 +3907.5,3935.7512,-0.0071386676,1657.977,6360000.0,3836.0,397500.0,,99360.0,9.1024e-05,0.1,0.60781497 +3960.0,3935.701,-0.0087026,1657.9906,6370000.0,3842.0,398125.0,,99520.0,9.0768e-05,0.1,0.69276834 +3950.5,3935.896,-0.007270995,1658.4352,6380000.0,3847.0,398750.0,,99680.0,9.0512e-05,0.1,0.6697638 +3954.0,3936.191,-0.0035475963,1658.8785,6390000.0,3852.0,399375.0,,99840.0,9.0256e-05,0.1,0.71891844 +3893.5,3935.3738,-0.0018813111,1659.3207,6400000.0,3857.0,400000.0,,100000.0,9e-05,0.1,0.68425477 +3900.7,3934.7288,-0.009017784,1659.7618,6410000.0,3862.0,400625.0,,100128.0,8.97952e-05,0.1,0.6361816 +3883.4,3933.4758,-0.0056948704,1660.2017,6420000.0,3867.0,401250.0,,100288.0,8.95392e-05,0.1,0.70053387 +3918.1,3933.4946,-0.005717133,1660.2117,6430000.0,3873.0,401875.0,,100448.0,8.92832e-05,0.1,0.69556546 +3900.9,3933.7258,-0.00085082557,1660.6498,6440000.0,3878.0,402500.0,,100608.0,8.90272e-05,0.1,0.7821866 +3905.6,3933.9758,0.00022801218,1661.0868,6450000.0,3883.0,403125.0,,100768.0,8.87712e-05,0.1,0.640218 +3942.9,3934.164,-0.0061897314,1661.0953,6460000.0,3889.0,403750.0,,100928.0,8.85152e-05,0.1,0.61649626 +3887.2,3933.191,-0.012112459,1661.5305,6470000.0,3894.0,404375.0,,101088.0,8.82592e-05,0.1,0.71993655 +3848.5,3932.281,-0.0009797515,1661.9646,6480000.0,3899.0,405000.0,,101248.0,8.80032e-05,0.1,0.65385514 +3785.0,3930.231,-0.008017641,1662.3976,6490000.0,3904.0,405625.0,,101376.0,8.77984e-05,0.1,0.67884684 +3874.0,3929.471,-0.0104172155,1662.8293,6500000.0,3909.0,406250.0,,101536.0,8.75424e-05,0.1,0.7156131 +3942.0,3929.046,-0.00748552,1662.8352,6510000.0,3915.0,406875.0,,101696.0,8.72864e-05,0.1,0.64046323 +3911.7,3928.588,-0.006543799,1663.2653,6520000.0,3920.0,407500.0,,101856.0,8.70304e-05,0.1,0.64547586 +3946.2,3927.9097,-0.005070469,1663.6942,6530000.0,3925.0,408125.0,,102016.0,8.67744e-05,0.1,0.6518472 +3912.0,3927.5098,0.0058421292,1663.6989,6540000.0,3931.0,408750.0,,102176.0,8.65184e-05,0.1,0.64938676 +3861.4,3926.8467,-0.008222181,1664.126,6550000.0,3936.0,409375.0,,102336.0,8.62624e-05,0.1,0.60780156 +3922.6,3927.5857,-0.0019999528,1664.1299,6560000.0,3942.0,410000.0,,102496.0,8.60064e-05,0.1,0.64311504 +3948.1,3928.0696,-0.007983193,1664.5553,6570000.0,3947.0,410625.0,,102656.0,8.57504e-05,0.1,0.69446886 +3929.5,3928.7336,-0.012285004,1664.9797,6580000.0,3952.0,411250.0,,102784.0,8.55456e-05,0.1,0.7747346 +3891.0,3928.5896,-0.0025735497,1665.4031,6590000.0,3957.0,411875.0,,102944.0,8.52896e-05,0.1,0.5543678 +3899.0,3928.7598,-0.0074860253,1665.8253,6600000.0,3962.0,412500.0,,103104.0,8.50336e-05,0.1,0.64125645 +3930.0,3928.9006,-0.0060651316,1666.2466,6610000.0,3967.0,413125.0,,103264.0,8.47776e-05,0.1,0.7555759 +3944.5,3928.975,0.00010076203,1666.6666,6620000.0,3972.0,413750.0,,103424.0,8.45216e-05,0.1,0.7784484 +3914.5,3929.223,-0.0051477887,1666.6666,6630000.0,3978.0,414375.0,,103584.0,8.42656e-05,0.1,0.61184216 +3901.7,3929.0425,-0.001814576,1667.0851,6640000.0,3983.0,415000.0,,103744.0,8.40096e-05,0.1,0.7541479 +3922.7,3928.7488,-0.0062887543,1667.0845,6650000.0,3989.0,415625.0,,103904.0,8.37536e-05,0.1,0.6640444 +3980.7,3928.7393,-0.0045267045,1667.9188,6660000.0,3993.0,416250.0,,104032.0,8.35488e-05,0.1,0.69333375 +3951.5,3928.9243,-0.0063465848,1667.917,6670000.0,3999.0,416875.0,,104192.0,8.32928e-05,0.1,0.7095024 +3923.0,3928.4893,-0.008931768,1668.3317,6680000.0,4004.0,417500.0,,104352.0,8.30368e-05,0.1,0.65206194 +3917.7,3927.8716,-0.0018270367,1668.3292,6690000.0,4010.0,418125.0,,104512.0,8.27808e-05,0.1,0.7254652 +3886.2,3927.0488,-0.0025573107,1668.7422,6700000.0,4015.0,418750.0,,104672.0,8.25248e-05,0.1,0.72127014 +3856.9,3925.338,9.059091e-06,1669.1542,6710000.0,4020.0,419375.0,,104832.0,8.22688e-05,0.1,0.7261579 +3866.2,3924.1497,-0.0099731935,1669.1505,6720000.0,4026.0,420000.0,,104992.0,8.20128e-05,0.1,0.6733994 +3869.7,3922.9924,-0.004748628,1669.5609,6730000.0,4031.0,420625.0,,105152.0,8.17568e-05,0.1,0.57611537 +3920.5,3922.827,-0.011241539,1669.9702,6740000.0,4036.0,421250.0,,105312.0,8.15008e-05,0.1,0.64594877 +3990.5,3923.0024,-0.008606896,1670.3787,6750000.0,4041.0,421875.0,,105440.0,8.1296e-05,0.1,0.6965548 +3975.0,3923.2388,-0.003957513,1670.786,6760000.0,4046.0,422500.0,,105600.0,8.104e-05,0.1,0.61751145 +3890.0,3922.992,-0.0055522597,1670.7799,6770000.0,4052.0,423125.0,,105760.0,8.0784e-05,0.1,0.75040704 +3842.5,3921.735,-0.0011945532,1671.1855,6780000.0,4057.0,423750.0,,105920.0,8.0528e-05,0.1,0.63994193 +3833.1,3920.042,-0.009700709,1671.5903,6790000.0,4062.0,424375.0,,106080.0,8.0272e-05,0.1,0.5351006 +3864.6,3918.1387,-0.0036463568,1671.5831,6800000.0,4068.0,425000.0,,106240.0,8.0016e-05,0.1,0.6184776 +3924.3,3917.3582,-0.010334029,1671.9862,6810000.0,4073.0,425625.0,,106400.0,7.976e-05,0.1,0.62995064 +3929.3,3917.0781,-0.008789231,1672.3884,6820000.0,4078.0,426250.0,,106560.0,7.9504e-05,0.1,0.6664039 +3922.5,3916.787,-0.006832107,1672.7897,6830000.0,4083.0,426875.0,,106688.0,7.92992e-05,0.1,0.5845534 +3978.5,3917.9062,-0.005076627,1673.1898,6840000.0,4088.0,427500.0,,106848.0,7.90432e-05,0.1,0.6260569 +3969.7,3918.7732,-0.005570551,1673.5891,6850000.0,4093.0,428125.0,,107008.0,7.87872e-05,0.1,0.6643945 +3897.1,3917.814,0.0017678386,1673.9873,6860000.0,4098.0,428750.0,,107168.0,7.85312e-05,0.1,0.58892214 +3825.3,3915.972,-0.007837084,1673.9766,6870000.0,4104.0,429375.0,,107328.0,7.82752e-05,0.1,0.7091373 +3821.7,3914.8438,-0.006943224,1673.966,6880000.0,4110.0,430000.0,,107488.0,7.80192e-05,0.1,0.58262885 +3939.0,3915.4568,-0.00761877,1674.362,6890000.0,4115.0,430625.0,,107648.0,7.77632e-05,0.1,0.7041339 +4020.0,3916.92,-0.0020971408,1674.3508,6900000.0,4121.0,431250.0,,107808.0,7.75072e-05,0.1,0.62886196 +3963.1,3917.3887,-0.007902969,1674.3397,6910000.0,4127.0,431875.0,,107968.0,7.72512e-05,0.1,0.65118027 +3913.1,3917.0627,-0.0060384003,1674.7338,6920000.0,4132.0,432500.0,,108096.0,7.70464e-05,0.1,0.5863993 +3899.7,3916.8674,-0.006171996,1675.127,6930000.0,4137.0,433125.0,,108256.0,7.67904e-05,0.1,0.6101443 +3836.7,3916.0225,-0.009727093,1675.1146,6940000.0,4143.0,433750.0,,108416.0,7.65344e-05,0.1,0.6533507 +3822.7,3914.7185,-0.0054098084,1675.5062,6950000.0,4148.0,434375.0,,108576.0,7.62784e-05,0.1,0.66880023 +3908.9,3914.4265,-0.008347687,1675.4935,6960000.0,4154.0,435000.0,,108736.0,7.60224e-05,0.1,0.7141421 +3934.4,3914.8105,-0.009654485,1675.4807,6970000.0,4160.0,435625.0,,108896.0,7.57664e-05,0.1,0.69749254 +3967.5,3915.5762,-0.0023480225,1675.468,6980000.0,4166.0,436250.0,,109056.0,7.55104e-05,0.1,0.6968181 +3961.0,3916.5012,-0.008562299,1675.4554,6990000.0,4172.0,436875.0,,109216.0,7.52544e-05,0.1,0.7165009 +3968.0,3917.301,-0.0036379278,1675.4427,7000000.0,4178.0,437500.0,,109344.0,7.50496e-05,0.1,0.6937722 +3969.0,3918.276,-0.005055453,1675.8307,7010000.0,4183.0,438125.0,,109504.0,7.47936e-05,0.1,0.60849667 +3912.0,3918.1812,-0.006458775,1675.8176,7020000.0,4189.0,438750.0,,109664.0,7.45376e-05,0.1,0.6147523 +3914.3,3918.2273,-0.007936928,1676.2041,7030000.0,4194.0,439375.0,,109824.0,7.42816e-05,0.1,0.6753515 +3995.8,3919.3962,-0.0046762615,1676.5897,7040000.0,4199.0,440000.0,,109984.0,7.40256e-05,0.1,0.635517 +3914.3,3919.9624,-0.00722313,1676.5756,7050000.0,4205.0,440625.0,,110144.0,7.37696e-05,0.1,0.6896392 +3863.0,3919.7195,-0.007851565,1676.9596,7060000.0,4210.0,441250.0,,110304.0,7.35136e-05,0.1,0.6205589 +3878.0,3919.7112,-0.008918446,1677.3428,7070000.0,4215.0,441875.0,,110464.0,7.32576e-05,0.1,0.66094005 +3893.0,3919.2913,0.0040685814,1677.3276,7080000.0,4221.0,442500.0,,110624.0,7.30016e-05,0.1,0.6497544 +3884.9,3918.7263,-0.0044414955,1677.7095,7090000.0,4226.0,443125.0,,110752.0,7.27968e-05,0.1,0.57519615 +3857.9,3918.03,-0.01048226,1677.6937,7100000.0,4232.0,443750.0,,110912.0,7.25408e-05,0.1,0.7214409 +3905.0,3917.6853,-9.977608e-05,1678.0741,7110000.0,4237.0,444375.0,,111072.0,7.22848e-05,0.1,0.59816355 +3904.5,3917.568,-0.0089190835,1678.058,7120000.0,4243.0,445000.0,,111232.0,7.20288e-05,0.1,0.66893923 +3885.5,3917.228,-0.0024944062,1678.4369,7130000.0,4248.0,445625.0,,111392.0,7.17728e-05,0.1,0.5996002 +3904.7,3917.0918,0.0008014436,1678.815,7140000.0,4253.0,446250.0,,111552.0,7.15168e-05,0.1,0.66751647 +3945.9,3916.6348,0.0044919723,1678.7979,7150000.0,4259.0,446875.0,,111712.0,7.12608e-05,0.1,0.6215031 +3938.2,3916.2983,-0.0035939675,1678.7808,7160000.0,4265.0,447500.0,,111872.0,7.10048e-05,0.1,0.5873772 +3913.4,3915.2507,-0.0075640283,1679.5503,7170000.0,4269.0,448125.0,,112000.0,7.08e-05,0.1,0.60066247 +3934.2,3915.4207,-2.8221926e-05,1679.5321,7180000.0,4275.0,448750.0,,112160.0,7.0544e-05,0.1,0.6280297 +3888.0,3915.3306,-0.009039657,1679.9065,7190000.0,4280.0,449375.0,,112320.0,7.0288e-05,0.1,0.6963086 +3812.4,3914.495,-0.0033617965,1679.4961,7200000.0,4287.0,450000.0,,112480.0,7.0032e-05,0.1,0.6261302 +3836.9,3913.8638,-0.0063394373,1679.4783,7210000.0,4293.0,450625.0,,112640.0,6.9776e-05,0.1,0.5916605 +3843.1,3913.6248,-0.0036961164,1679.4603,7220000.0,4299.0,451250.0,,112800.0,6.952e-05,0.1,0.69255507 +3921.4,3914.0437,-0.0038342997,1679.8328,7230000.0,4304.0,451875.0,,112960.0,6.9264e-05,0.1,0.66465914 +3931.1,3913.575,-0.004693498,1679.8143,7240000.0,4310.0,452500.0,,113120.0,6.9008e-05,0.1,0.6739159 +3862.9,3911.9736,-0.0058505847,1680.1854,7250000.0,4315.0,453125.0,,113280.0,6.8752e-05,0.1,0.73310304 +3884.0,3910.594,-0.007528608,1680.5555,7260000.0,4320.0,453750.0,,113408.0,6.85472e-05,0.1,0.6780402 +3940.5,3910.597,-0.0024312006,1680.9248,7270000.0,4325.0,454375.0,,113568.0,6.82912e-05,0.1,0.65611386 +3979.5,3911.095,-0.008140394,1680.9052,7280000.0,4331.0,455000.0,,113728.0,6.80352e-05,0.1,0.6668185 +3925.5,3910.9907,-0.0003386794,1681.2731,7290000.0,4336.0,455625.0,,113888.0,6.77792e-05,0.1,0.628916 +3915.8,3910.5269,0.0074369935,1681.2529,7300000.0,4342.0,456250.0,,114048.0,6.75232e-05,0.1,0.7032487 +3862.3,3909.66,-0.0031108295,1681.6195,7310000.0,4347.0,456875.0,,114208.0,6.72672e-05,0.1,0.6113073 +3850.3,3908.7644,-0.007121355,1681.5989,7320000.0,4353.0,457500.0,,114368.0,6.70112e-05,0.1,0.64934474 +3910.2,3908.5718,-0.0067167976,1681.9642,7330000.0,4358.0,458125.0,,114528.0,6.67552e-05,0.1,0.67411387 +3868.7,3908.275,-0.00710145,1682.3286,7340000.0,4363.0,458750.0,,114656.0,6.65504e-05,0.1,0.6660929 +3854.7,3907.6016,-0.008229383,1682.3071,7350000.0,4369.0,459375.0,,114816.0,6.62944e-05,0.1,0.6281799 +3824.9,3906.7756,-0.0021247491,1682.2858,7360000.0,4375.0,460000.0,,114976.0,6.60384e-05,0.1,0.5899297 +3904.9,3906.2246,-0.010679604,1682.6484,7370000.0,4380.0,460625.0,,115136.0,6.57824e-05,0.1,0.61410177 +3977.9,3906.499,-0.0043975515,1682.6266,7380000.0,4386.0,461250.0,,115296.0,6.55264e-05,0.1,0.68512255 +4028.4,3907.2432,-0.0054419935,1682.9879,7390000.0,4391.0,461875.0,,115456.0,6.52704e-05,0.1,0.64254725 +3964.8,3907.956,-0.008174388,1682.9657,7400000.0,4397.0,462500.0,,115616.0,6.50144e-05,0.1,0.66855466 +3898.1,3907.93,0.0007200383,1682.9435,7410000.0,4403.0,463125.0,,115776.0,6.47584e-05,0.1,0.65367365 +3850.6,3907.6018,-0.00679156,1683.3031,7420000.0,4408.0,463750.0,,115936.0,6.45024e-05,0.1,0.5911213 +3836.7,3906.7876,-0.0068098055,1683.6619,7430000.0,4413.0,464375.0,,116064.0,6.42976e-05,0.1,0.5891962 +3826.7,3906.0454,-0.008239907,1684.0199,7440000.0,4418.0,465000.0,,116224.0,6.40416e-05,0.1,0.6329433 +3911.2,3906.1016,-0.009431957,1684.3771,7450000.0,4423.0,465625.0,,116384.0,6.37856e-05,0.1,0.6406375 +3886.0,3905.5325,-0.0073670032,1684.3531,7460000.0,4429.0,466250.0,,116544.0,6.35296e-05,0.1,0.62940717 +3873.0,3905.3906,-0.00021370134,1684.7091,7470000.0,4434.0,466875.0,,116704.0,6.32736e-05,0.1,0.6050191 +3882.5,3905.7307,-0.00609736,1684.6847,7480000.0,4440.0,467500.0,,116864.0,6.30176e-05,0.1,0.652202 +3943.0,3907.311,-0.0065702023,1684.6604,7490000.0,4446.0,468125.0,,117024.0,6.27616e-05,0.1,0.6731641 +3948.0,3908.051,-0.0049633184,1685.0146,7500000.0,4451.0,468750.0,,117184.0,6.25056e-05,0.1,0.6283049 +3928.5,3907.916,-0.0065251007,1685.368,7510000.0,4456.0,469375.0,,117312.0,6.23008e-05,0.1,0.58924514 +3924.3,3908.042,-0.0054512825,1685.7207,7520000.0,4461.0,470000.0,,117472.0,6.20448e-05,0.1,0.67952836 +3905.5,3907.635,-4.187561e-05,1686.0725,7530000.0,4466.0,470625.0,,117632.0,6.17888e-05,0.1,0.63275135 +3932.0,3907.835,-0.0012013144,1686.0465,7540000.0,4472.0,471250.0,,117792.0,6.15328e-05,0.1,0.5859057 +3887.1,3908.0923,-0.0051584872,1686.3971,7550000.0,4477.0,471875.0,,117952.0,6.12768e-05,0.1,0.5541562 +3888.7,3907.753,-0.0062688026,1686.3707,7560000.0,4483.0,472500.0,,118112.0,6.10208e-05,0.1,0.6098472 +3927.5,3907.5466,-0.0038489585,1686.7201,7570000.0,4488.0,473125.0,,118272.0,6.07648e-05,0.1,0.6728364 +3988.0,3908.1316,-0.008196956,1686.6934,7580000.0,4494.0,473750.0,,118432.0,6.05088e-05,0.1,0.48756206 +3958.7,3908.8088,-0.008119186,1687.0415,7590000.0,4499.0,474375.0,,118592.0,6.02528e-05,0.1,0.67823607 +3933.2,3909.1506,-0.00927327,1687.7637,7600000.0,4503.0,475000.0,,118720.0,6.0048e-05,0.1,0.63464826 +3852.2,3908.3726,-0.006776983,1687.7356,7610000.0,4509.0,475625.0,,118880.0,5.9792e-05,0.1,0.65367496 +3838.5,3907.3125,-0.0028394624,1688.0815,7620000.0,4514.0,476250.0,,119040.0,5.9536e-05,0.1,0.51789296 +3848.0,3906.6475,-0.009450963,1688.0531,7630000.0,4520.0,476875.0,,119200.0,5.928e-05,0.1,0.72059804 +3852.5,3906.1555,-0.004144585,1688.3978,7640000.0,4525.0,477500.0,,119360.0,5.9024e-05,0.1,0.59455633 +3857.5,3905.5037,-0.0072996463,1688.369,7650000.0,4531.0,478125.0,,119520.0,5.8768e-05,0.1,0.61568856 +3799.8,3903.695,-0.006555189,1688.3403,7660000.0,4537.0,478750.0,,119680.0,5.8512e-05,0.1,0.5611346 +3783.8,3902.018,-0.009355045,1688.6833,7670000.0,4542.0,479375.0,,119840.0,5.8256e-05,0.1,0.67454976 +3778.8,3900.5762,-0.00050643494,1688.6543,7680000.0,4548.0,480000.0,,120000.0,5.8e-05,0.1,0.5250478 +3860.4,3900.0034,-0.0031090898,1688.9962,7690000.0,4553.0,480625.0,,120128.0,5.77952e-05,0.1,0.5741521 +3848.4,3899.6257,-0.004247831,1688.9669,7700000.0,4559.0,481250.0,,120288.0,5.75392e-05,0.1,0.6635307 +3878.0,3899.8362,-0.00016986864,1689.3076,7710000.0,4564.0,481875.0,,120448.0,5.72832e-05,0.1,0.527612 +3845.0,3899.6243,-0.008189375,1689.278,7720000.0,4570.0,482500.0,,120608.0,5.70272e-05,0.1,0.70416445 +3842.5,3899.3518,-0.0022833198,1689.6174,7730000.0,4575.0,483125.0,,120768.0,5.67712e-05,0.1,0.5389359 +3857.6,3898.7231,-0.0058358414,1689.5874,7740000.0,4581.0,483750.0,,120928.0,5.65152e-05,0.1,0.7184416 +3884.6,3897.664,-0.007442444,1689.9259,7750000.0,4586.0,484375.0,,121088.0,5.62592e-05,0.1,0.60964894 +3942.0,3897.3337,-0.005732627,1690.2635,7760000.0,4591.0,485000.0,,121248.0,5.60032e-05,0.1,0.61037886 +3944.9,3897.8828,-0.0022871213,1690.6005,7770000.0,4596.0,485625.0,,121376.0,5.57984e-05,0.1,0.60392624 +3928.9,3898.747,-0.007259739,1690.5693,7780000.0,4602.0,486250.0,,121536.0,5.55424e-05,0.1,0.64531887 +3910.2,3899.518,-0.0035154484,1690.9052,7790000.0,4607.0,486875.0,,121696.0,5.52864e-05,0.1,0.55794734 +3892.0,3899.792,-0.0072347447,1690.8737,7800000.0,4613.0,487500.0,,121856.0,5.50304e-05,0.1,0.6298553 +3789.7,3898.4456,-0.0053429045,1691.2084,7810000.0,4618.0,488125.0,,122016.0,5.47744e-05,0.1,0.6767127 +3739.2,3896.5447,-0.0057558254,1691.1765,7820000.0,4624.0,488750.0,,122176.0,5.45184e-05,0.1,0.5660828 +3792.4,3895.2437,-0.0077932575,1691.1447,7830000.0,4630.0,489375.0,,122336.0,5.42624e-05,0.1,0.58606553 +3844.4,3893.9028,-0.006745416,1691.4779,7840000.0,4635.0,490000.0,,122496.0,5.40064e-05,0.1,0.6831049 +3813.9,3892.345,0.0043928437,1691.4458,7850000.0,4641.0,490625.0,,122656.0,5.37504e-05,0.1,0.61997294 +3812.3,3891.4976,1.4455552e-05,1691.7778,7860000.0,4646.0,491250.0,,122784.0,5.35456e-05,0.1,0.627136 +3855.1,3891.7954,-0.00674072,1691.7455,7870000.0,4652.0,491875.0,,122944.0,5.32896e-05,0.1,0.703835 +3899.0,3892.568,0.0014970977,1692.0764,7880000.0,4657.0,492500.0,,123104.0,5.30336e-05,0.1,0.5301089 +3901.0,3892.1882,-0.0063629337,1692.0437,7890000.0,4663.0,493125.0,,123264.0,5.27776e-05,0.1,0.7318463 +3888.7,3890.8748,-0.005588071,1692.3737,7900000.0,4668.0,493750.0,,123424.0,5.25216e-05,0.1,0.6196905 +3816.2,3889.4055,-0.008108634,1692.7028,7910000.0,4673.0,494375.0,,123584.0,5.22656e-05,0.1,0.7316576 +3758.4,3887.8586,0.00089804304,1692.6694,7920000.0,4679.0,495000.0,,123744.0,5.20096e-05,0.1,0.63158405 +3792.7,3886.7883,-0.0006555605,1692.6361,7930000.0,4685.0,495625.0,,123904.0,5.17536e-05,0.1,0.64443743 +3851.5,3886.9365,-0.006183646,1693.3248,7940000.0,4689.0,496250.0,,124032.0,5.15488e-05,0.1,0.68315005 +3870.9,3887.4187,-0.0058136997,1693.2908,7950000.0,4695.0,496875.0,,124192.0,5.12928e-05,0.1,0.6052841 +3818.3,3886.5127,-0.00811553,1693.2567,7960000.0,4701.0,497500.0,,124352.0,5.10368e-05,0.1,0.62436044 +3824.8,3885.4172,-0.008203972,1693.5826,7970000.0,4706.0,498125.0,,124512.0,5.07808e-05,0.1,0.67550063 +3874.8,3884.4902,-0.005752097,1693.5483,7980000.0,4712.0,498750.0,,124672.0,5.05248e-05,0.1,0.6690217 +3906.4,3883.944,-0.004922086,1693.5142,7990000.0,4718.0,499375.0,,124832.0,5.02688e-05,0.1,0.6417196 +3904.0,3883.304,-0.0028042991,1693.8386,8000000.0,4723.0,500000.0,,124992.0,5.00128e-05,0.1,0.68802464 +3884.2,3882.456,-0.0063962582,1693.8042,8010000.0,4729.0,500625.0,,125152.0,4.97568e-05,0.1,0.617332 +3900.7,3882.3428,-0.00812061,1694.1276,8020000.0,4734.0,501250.0,,125312.0,4.95008e-05,0.1,0.72100085 +3860.4,3881.8037,-0.0009876455,1694.4503,8030000.0,4739.0,501875.0,,125440.0,4.9296e-05,0.1,0.6254889 +3846.9,3880.3147,-0.008168975,1694.4152,8040000.0,4745.0,502500.0,,125600.0,4.904e-05,0.1,0.5991765 +3844.5,3879.617,0.0015655296,1694.7368,8050000.0,4750.0,503125.0,,125760.0,4.8784e-05,0.1,0.6329777 +3870.5,3879.692,-0.0014264723,1694.7014,8060000.0,4756.0,503750.0,,125920.0,4.8528e-05,0.1,0.6344481 +3883.8,3879.7502,-0.005283229,1695.0221,8070000.0,4761.0,504375.0,,126080.0,4.8272e-05,0.1,0.5849955 +3876.7,3879.587,-0.009922988,1694.9863,8080000.0,4767.0,505000.0,,126240.0,4.8016e-05,0.1,0.74811053 +3884.0,3879.5781,-0.0035411122,1694.9508,8090000.0,4773.0,505625.0,,126400.0,4.776e-05,0.1,0.5947069 +3850.0,3879.4988,-0.0057729776,1695.27,8100000.0,4778.0,506250.0,,126560.0,4.7504e-05,0.1,0.75353473 +3874.0,3879.1887,-0.008555301,1695.2341,8110000.0,4784.0,506875.0,,126688.0,4.72992e-05,0.1,0.71116686 +3887.0,3879.0137,-0.00480014,1695.1984,8120000.0,4790.0,507500.0,,126848.0,4.70432e-05,0.1,0.6215861 +3897.5,3879.134,-0.0065021347,1695.5161,8130000.0,4795.0,508125.0,,127008.0,4.67872e-05,0.1,0.5705606 +3837.4,3878.461,-0.006333334,1695.4801,8140000.0,4801.0,508750.0,,127168.0,4.65312e-05,0.1,0.7040385 +3843.7,3877.439,-0.007424767,1695.7969,8150000.0,4806.0,509375.0,,127328.0,4.62752e-05,0.1,0.5706834 +3845.8,3876.5146,-0.0054761157,1696.113,8160000.0,4811.0,510000.0,,127488.0,4.60192e-05,0.1,0.6793579 +3836.5,3875.7458,-0.0024818745,1696.0764,8170000.0,4817.0,510625.0,,127648.0,4.57632e-05,0.1,0.64059126 +3854.2,3874.9456,-0.0058735446,1696.0398,8180000.0,4823.0,511250.0,,127808.0,4.55072e-05,0.1,0.615276 +3844.9,3874.515,-0.00558317,1696.3546,8190000.0,4828.0,511875.0,,127968.0,4.52512e-05,0.1,0.68344223 +3855.7,3874.9478,-0.0027438859,1697.0199,8200000.0,4832.0,512500.0,,128096.0,4.50464e-05,0.1,0.61589575 +3868.0,3875.2585,-0.010955209,1696.9822,8210000.0,4838.0,513125.0,,128256.0,4.47904e-05,0.1,0.7435478 +3914.2,3875.9697,-0.003532145,1696.9447,8220000.0,4844.0,513750.0,,128416.0,4.45344e-05,0.1,0.604942 +3941.2,3876.1675,-0.008581638,1696.9072,8230000.0,4850.0,514375.0,,128576.0,4.42784e-05,0.1,0.67587465 +3981.2,3876.6687,-0.005794103,1697.2194,8240000.0,4855.0,515000.0,,128736.0,4.40224e-05,0.1,0.6195817 +3988.5,3877.9243,-0.0055583296,1697.1816,8250000.0,4861.0,515625.0,,128896.0,4.37664e-05,0.1,0.6663346 +3986.5,3878.9497,-0.0072615966,1697.4928,8260000.0,4866.0,516250.0,,129056.0,4.35104e-05,0.1,0.6617056 +3989.5,3879.4397,-0.0070087076,1697.1064,8270000.0,4873.0,516875.0,,129216.0,4.32544e-05,0.1,0.6668318 +4001.5,3879.66,-0.007859328,1697.765,8280000.0,4877.0,517500.0,,129344.0,4.30496e-05,0.1,0.6976215 +3967.0,3880.075,-0.003235774,1697.7268,8290000.0,4883.0,518125.0,,129504.0,4.27936e-05,0.1,0.6992642 +3946.0,3880.377,-0.007517355,1697.6887,8300000.0,4889.0,518750.0,,129664.0,4.25376e-05,0.1,0.65586305 +3944.0,3881.1938,-0.001392005,1697.6506,8310000.0,4895.0,519375.0,,129824.0,4.22816e-05,0.1,0.67091435 +3974.5,3882.436,-0.011148831,1697.9592,8320000.0,4900.0,520000.0,,129984.0,4.20256e-05,0.1,0.7027123 +3958.0,3882.914,-0.0040220474,1697.9209,8330000.0,4906.0,520625.0,,130144.0,4.17696e-05,0.1,0.6675331 +3946.5,3883.692,-0.0062312083,1698.2285,8340000.0,4911.0,521250.0,,130304.0,4.15136e-05,0.1,0.715369 +3859.5,3883.74,-0.0039130333,1698.5354,8350000.0,4916.0,521875.0,,130464.0,4.12576e-05,0.1,0.65569293 +3865.0,3884.1409,-0.0058924444,1698.4966,8360000.0,4922.0,522500.0,,130624.0,4.10016e-05,0.1,0.63151693 +3894.0,3884.032,-0.004422093,1698.8025,8370000.0,4927.0,523125.0,,130752.0,4.07968e-05,0.1,0.6200658 +3902.5,3883.2778,-0.007495407,1698.4192,8380000.0,4934.0,523750.0,,130912.0,4.05408e-05,0.1,0.61046606 +3895.0,3881.9438,-0.008673924,1698.3806,8390000.0,4940.0,524375.0,,131072.0,4.02848e-05,0.1,0.7393588 +3923.5,3881.531,0.0011286666,1698.342,8400000.0,4946.0,525000.0,,131232.0,4.00288e-05,0.1,0.61584985 +3886.2,3881.4119,-0.0091604665,1698.3037,8410000.0,4952.0,525625.0,,131392.0,3.97728e-05,0.1,0.7318866 +3843.2,3881.338,-0.0071121315,1698.608,8420000.0,4957.0,526250.0,,131552.0,3.95168e-05,0.1,0.6548653 +3830.2,3881.2725,-0.008034423,1698.5695,8430000.0,4963.0,526875.0,,131712.0,3.92608e-05,0.1,0.69463515 +3829.5,3881.3005,-0.007119376,1698.8728,8440000.0,4968.0,527500.0,,131872.0,3.90048e-05,0.1,0.6138855 +3837.5,3880.5637,-0.00649713,1699.1755,8450000.0,4973.0,528125.0,,132000.0,3.88e-05,0.1,0.64924955 +3792.0,3879.6238,-0.00855002,1699.1364,8460000.0,4979.0,528750.0,,132160.0,3.8544e-05,0.1,0.64710575 +3844.0,3879.3337,-0.004903766,1699.4382,8470000.0,4984.0,529375.0,,132320.0,3.8288e-05,0.1,0.6838887 +3846.7,3878.9756,-0.0062405406,1699.3988,8480000.0,4990.0,530000.0,,132480.0,3.8032e-05,0.1,0.52732134 +3916.7,3878.7124,-0.005387719,1699.3595,8490000.0,4996.0,530625.0,,132640.0,3.7776e-05,0.1,0.71821094 +3912.7,3878.3594,-0.004118352,1698.9806,8500000.0,5003.0,531250.0,,132800.0,3.752e-05,0.1,0.6256356 +3933.5,3878.4094,-0.0075237756,1699.2811,8510000.0,5008.0,531875.0,,132960.0,3.7264e-05,0.1,0.62830555 +3915.0,3878.317,0.0030534682,1699.2421,8520000.0,5014.0,532500.0,,133120.0,3.7008e-05,0.1,0.6739496 +3894.5,3878.2068,-0.0073254025,1698.8647,8530000.0,5021.0,533125.0,,133280.0,3.6752e-05,0.1,0.67380834 +3895.0,3877.837,-0.005197969,1699.1643,8540000.0,5026.0,533750.0,,133408.0,3.65472e-05,0.1,0.6639678 +3888.5,3877.8506,-0.0065896995,1699.1256,8550000.0,5032.0,534375.0,,133568.0,3.62912e-05,0.1,0.5819844 +3848.7,3877.4507,0.0018116188,1699.4243,8560000.0,5037.0,535000.0,,133728.0,3.60352e-05,0.1,0.7219537 +3877.7,3876.9524,-0.0039552078,1699.7223,8570000.0,5042.0,535625.0,,133888.0,3.57792e-05,0.1,0.7060131 +3910.2,3876.1743,-0.0036519736,1699.683,8580000.0,5048.0,536250.0,,134048.0,3.55232e-05,0.1,0.6393403 +3929.9,3875.8865,-0.008286842,1699.6438,8590000.0,5054.0,536875.0,,134208.0,3.52672e-05,0.1,0.7855778 +3838.4,3874.9387,-0.006933306,1699.6047,8600000.0,5060.0,537500.0,,134368.0,3.50112e-05,0.1,0.61120987 +3870.0,3875.117,-0.0027177646,1699.5657,8610000.0,5066.0,538125.0,,134528.0,3.47552e-05,0.1,0.6443341 +3892.5,3875.657,-0.0075771613,1699.5269,8620000.0,5072.0,538750.0,,134656.0,3.45504e-05,0.1,0.64670074 +3867.0,3875.8472,-0.009136651,1699.8228,8630000.0,5077.0,539375.0,,134816.0,3.42944e-05,0.1,0.7273475 +3916.8,3876.49,-0.008988846,1700.118,8640000.0,5082.0,540000.0,,134976.0,3.40384e-05,0.1,0.62071204 +3902.3,3876.9382,-0.007253737,1700.0786,8650000.0,5088.0,540625.0,,135136.0,3.37824e-05,0.1,0.6666625 +3904.3,3877.9832,-0.002528721,1700.0393,8660000.0,5094.0,541250.0,,135296.0,3.35264e-05,0.1,0.6583286 +3844.0,3878.5852,-0.001025415,1700.0,8670000.0,5100.0,541875.0,,135456.0,3.32704e-05,0.1,0.6370793 +3845.5,3879.2522,-0.007440186,1700.2938,8680000.0,5105.0,542500.0,,135616.0,3.30144e-05,0.1,0.63110554 +3882.0,3879.468,-0.0069291764,1700.587,8690000.0,5110.0,543125.0,,135776.0,3.27584e-05,0.1,0.6666373 +3869.6,3879.6797,-0.0001040583,1700.5474,8700000.0,5116.0,543750.0,,135936.0,3.25024e-05,0.1,0.707557 +3892.1,3879.8206,-0.0022958573,1700.8397,8710000.0,5121.0,544375.0,,136064.0,3.22976e-05,0.1,0.70713663 +3936.1,3880.7314,-0.004565686,1701.1315,8720000.0,5126.0,545000.0,,136224.0,3.20416e-05,0.1,0.65544105 +3935.7,3881.6633,-7.449271e-06,1701.0912,8730000.0,5132.0,545625.0,,136384.0,3.17856e-05,0.1,0.66781974 +3940.2,3882.4893,-0.0016749783,1701.051,8740000.0,5138.0,546250.0,,136544.0,3.15296e-05,0.1,0.60244095 +3927.7,3882.9204,-0.0061108656,1701.3417,8750000.0,5143.0,546875.0,,136704.0,3.12736e-05,0.1,0.5850288 +3866.0,3882.1606,-0.0065281754,1701.3013,8760000.0,5149.0,547500.0,,136864.0,3.10176e-05,0.1,0.57686055 +3828.0,3880.992,-0.0039357487,1701.2609,8770000.0,5155.0,548125.0,,137024.0,3.07616e-05,0.1,0.58998764 +3862.0,3880.3225,-0.00041980983,1701.5504,8780000.0,5160.0,548750.0,,137184.0,3.05056e-05,0.1,0.68566924 +3832.0,3879.541,-0.009008557,1701.8394,8790000.0,5165.0,549375.0,,137312.0,3.03008e-05,0.1,0.5949813 +3841.1,3879.032,-0.004708629,1702.1277,8800000.0,5170.0,550000.0,,137472.0,3.00448e-05,0.1,0.6300634 +3836.1,3879.4956,-0.007466907,1702.0865,8810000.0,5176.0,550625.0,,137632.0,2.97888e-05,0.1,0.70058477 +3822.0,3880.3237,-0.0054633142,1702.0455,8820000.0,5182.0,551250.0,,137792.0,2.95328e-05,0.1,0.7305109 +3838.4,3880.7837,0.007958486,1702.3328,8830000.0,5187.0,551875.0,,137952.0,2.92768e-05,0.1,0.68459404 +3825.4,3880.594,-0.008064373,1702.6194,8840000.0,5192.0,552500.0,,138112.0,2.90208e-05,0.1,0.67128104 +3825.9,3880.714,-0.005017358,1702.5779,8850000.0,5198.0,553125.0,,138272.0,2.87648e-05,0.1,0.5952563 +3825.7,3880.848,0.0024494892,1702.8638,8860000.0,5203.0,553750.0,,138432.0,2.85088e-05,0.1,0.64933836 +3784.2,3880.1387,-0.006384917,1702.822,8870000.0,5209.0,554375.0,,138592.0,2.82528e-05,0.1,0.60815287 +3798.2,3879.1306,0.003966653,1703.107,8880000.0,5214.0,555000.0,,138720.0,2.8048e-05,0.1,0.6148101 +3804.4,3878.1648,0.001266731,1703.0652,8890000.0,5220.0,555625.0,,138880.0,2.7792e-05,0.1,0.6440801 +3846.4,3877.742,-0.0049801087,1703.3492,8900000.0,5225.0,556250.0,,139040.0,2.7536e-05,0.1,0.5622767 +3858.2,3878.1619,-0.0061338786,1703.3073,8910000.0,5231.0,556875.0,,139200.0,2.728e-05,0.1,0.61745304 +3835.0,3878.9277,-0.0032387392,1703.2653,8920000.0,5237.0,557500.0,,139360.0,2.7024e-05,0.1,0.5955587 +3829.5,3879.2957,-0.005660722,1703.5482,8930000.0,5242.0,558125.0,,139520.0,2.6768e-05,0.1,0.6548081 +3819.5,3878.9756,0.0007398967,1703.5061,8940000.0,5248.0,558750.0,,139680.0,2.6512e-05,0.1,0.5349121 +3770.3,3877.97,-0.0093664685,1703.7883,8950000.0,5253.0,559375.0,,139840.0,2.6256e-05,0.1,0.7154279 +3782.3,3877.61,-0.0047039655,1703.746,8960000.0,5259.0,560000.0,,140000.0,2.6e-05,0.1,0.66194713 +3847.1,3877.8328,-0.0041034445,1704.0273,8970000.0,5264.0,560625.0,,140128.0,2.57952e-05,0.1,0.5945015 +3872.6,3877.811,-0.0038765809,1703.9849,8980000.0,5270.0,561250.0,,140288.0,2.55392e-05,0.1,0.59108925 +3857.0,3877.317,-0.004101667,1703.9424,8990000.0,5276.0,561875.0,,140448.0,2.52832e-05,0.1,0.6708431 +3883.0,3877.107,-0.0061632125,1703.9,9000000.0,5282.0,562500.0,,140608.0,2.50272e-05,0.1,0.6822792 +3908.5,3877.3496,-0.004639787,1704.18,9010000.0,5287.0,563125.0,,140768.0,2.47712e-05,0.1,0.64111674 +3890.5,3877.248,-0.007472556,1704.4596,9020000.0,5292.0,563750.0,,140928.0,2.45152e-05,0.1,0.67326355 +3895.0,3877.5938,-0.0019557506,1704.4167,9030000.0,5298.0,564375.0,,141088.0,2.42592e-05,0.1,0.54321265 +3905.5,3878.18,-0.004601823,1704.6954,9040000.0,5303.0,565000.0,,141248.0,2.40032e-05,0.1,0.76921594 +3923.0,3878.965,-0.0047420054,1704.9736,9050000.0,5308.0,565625.0,,141376.0,2.37984e-05,0.1,0.6976185 +3863.0,3878.89,-0.0028136324,1704.9304,9060000.0,5314.0,566250.0,,141536.0,2.35424e-05,0.1,0.5684645 +3913.2,3879.1838,-0.0060489555,1705.2078,9070000.0,5319.0,566875.0,,141696.0,2.32864e-05,0.1,0.65884256 +3919.2,3879.6086,-0.0017942108,1705.1643,9080000.0,5325.0,567500.0,,141856.0,2.30304e-05,0.1,0.5056263 +3910.7,3879.8757,-0.0027075838,1705.4409,9090000.0,5330.0,568125.0,,142016.0,2.27744e-05,0.1,0.6481278 +3900.5,3880.3806,-0.00031457914,1705.3973,9100000.0,5336.0,568750.0,,142176.0,2.25184e-05,0.1,0.65028083 +3874.1,3880.3816,-0.0054431185,1705.6731,9110000.0,5341.0,569375.0,,142336.0,2.22624e-05,0.1,0.6240866 +3886.6,3880.3774,-0.0074194637,1705.6293,9120000.0,5347.0,570000.0,,142496.0,2.20064e-05,0.1,0.6530372 +3870.0,3880.1028,-0.0033529098,1705.9043,9130000.0,5352.0,570625.0,,142656.0,2.17504e-05,0.1,0.6643265 +3851.0,3880.2388,-0.001572673,1706.1788,9140000.0,5357.0,571250.0,,142784.0,2.15456e-05,0.1,0.62052965 +3894.0,3880.742,-0.005084918,1706.4528,9150000.0,5362.0,571875.0,,142944.0,2.12896e-05,0.1,0.63484687 +3893.5,3881.219,-0.0016294292,1706.4083,9160000.0,5368.0,572500.0,,143104.0,2.10336e-05,0.1,0.61437136 +3902.7,3881.8809,-0.0066523165,1706.6815,9170000.0,5373.0,573125.0,,143264.0,2.07776e-05,0.1,0.6897751 +3842.2,3881.7607,-7.9413e-06,1706.637,9180000.0,5379.0,573750.0,,143424.0,2.05216e-05,0.1,0.586923 +3853.7,3881.8486,-0.0030961651,1706.9093,9190000.0,5384.0,574375.0,,143584.0,2.02656e-05,0.1,0.6766385 +3821.5,3881.5066,-0.0070394566,1707.1813,9200000.0,5389.0,575000.0,,143744.0,2.00096e-05,0.1,0.72401375 +3932.5,3882.1519,-0.0074475715,1707.1362,9210000.0,5395.0,575625.0,,143904.0,1.97536e-05,0.1,0.7581437 +3903.5,3882.045,-0.0017051774,1707.4073,9220000.0,5400.0,576250.0,,144032.0,1.95488e-05,0.1,0.7039209 +3862.0,3881.2532,-0.0030827448,1707.6781,9230000.0,5405.0,576875.0,,144192.0,1.92928e-05,0.1,0.54902464 +3844.0,3879.8806,-0.008694724,1707.9482,9240000.0,5410.0,577500.0,,144352.0,1.90368e-05,0.1,0.7621795 +3933.5,3879.331,0.00027331678,1708.2179,9250000.0,5415.0,578125.0,,144512.0,1.87808e-05,0.1,0.4759987 +3948.0,3878.9456,-0.0073417444,1708.1719,9260000.0,5421.0,578750.0,,144672.0,1.85248e-05,0.1,0.72272503 +3952.0,3878.571,-0.001668605,1708.4408,9270000.0,5426.0,579375.0,,144832.0,1.82688e-05,0.1,0.54031044 +3928.0,3877.8357,-0.0042149937,1708.7092,9280000.0,5431.0,580000.0,,144992.0,1.80128e-05,0.1,0.71819544 +3964.5,3877.811,-0.00064849074,1708.6628,9290000.0,5437.0,580625.0,,145152.0,1.77568e-05,0.1,0.6650174 +3963.6,3877.9866,0.00018576259,1708.9305,9300000.0,5442.0,581250.0,,145312.0,1.75008e-05,0.1,0.62362754 +3942.6,3877.973,-0.0010106172,1709.1978,9310000.0,5447.0,581875.0,,145440.0,1.7296e-05,0.1,0.6959058 +3904.5,3877.2727,-0.002030168,1709.4645,9320000.0,5452.0,582500.0,,145600.0,1.704e-05,0.1,0.6500636 +3891.7,3876.6096,-0.0066611683,1709.4174,9330000.0,5458.0,583125.0,,145760.0,1.6784e-05,0.1,0.637585 +3954.7,3876.6917,-0.0034028136,1709.6833,9340000.0,5463.0,583750.0,,145920.0,1.6528e-05,0.1,0.6278932 +3943.5,3877.532,-0.00072100793,1709.6361,9350000.0,5469.0,584375.0,,146080.0,1.6272e-05,0.1,0.6417558 +3941.5,3878.2969,-0.0062637934,1709.589,9360000.0,5475.0,585000.0,,146240.0,1.6016e-05,0.1,0.6907784 +3897.0,3878.327,-0.0039713685,1709.854,9370000.0,5480.0,585625.0,,146400.0,1.576e-05,0.1,0.63180435 +3861.0,3877.912,-0.0033424832,1710.1185,9380000.0,5485.0,586250.0,,146560.0,1.5504e-05,0.1,0.6942965 +3851.0,3877.472,-0.005459631,1710.3826,9390000.0,5490.0,586875.0,,146688.0,1.52992e-05,0.1,0.7709757 +3934.0,3877.577,-0.0040197545,1710.646,9400000.0,5495.0,587500.0,,146848.0,1.50432e-05,0.1,0.573426 +3929.5,3878.01,-0.0051399563,1710.598,9410000.0,5501.0,588125.0,,147008.0,1.47872e-05,0.1,0.6888074 +3885.0,3878.4282,0.0003719714,1710.8608,9420000.0,5506.0,588750.0,,147168.0,1.45312e-05,0.1,0.6244168 +3908.5,3879.211,-0.0051510893,1710.8127,9430000.0,5512.0,589375.0,,147328.0,1.42752e-05,0.1,0.7083186 +3943.0,3880.346,-0.0020268168,1710.7648,9440000.0,5518.0,590000.0,,147488.0,1.40192e-05,0.1,0.676962 +3966.0,3881.6309,0.00014597055,1711.0266,9450000.0,5523.0,590625.0,,147648.0,1.37632e-05,0.1,0.6853383 +3927.5,3882.9863,0.00020640195,1711.288,9460000.0,5528.0,591250.0,,147808.0,1.35072e-05,0.1,0.60165167 +3864.5,3883.191,-0.005047689,1711.2396,9470000.0,5534.0,591875.0,,147968.0,1.32512e-05,0.1,0.66725326 +3877.0,3883.4941,-0.0038777129,1711.5002,9480000.0,5539.0,592500.0,,148096.0,1.30464e-05,0.1,0.6681874 +3844.7,3882.7737,-0.0014422076,1711.7605,9490000.0,5544.0,593125.0,,148256.0,1.27904e-05,0.1,0.69985276 +3841.2,3882.0588,-0.005024071,1712.0201,9500000.0,5549.0,593750.0,,148416.0,1.25344e-05,0.1,0.6381681 +3836.7,3881.0906,-0.0054127635,1711.9712,9510000.0,5555.0,594375.0,,148576.0,1.22784e-05,0.1,0.7674391 +3809.0,3880.0305,-0.0029715355,1712.2302,9520000.0,5560.0,595000.0,,148736.0,1.20224e-05,0.1,0.62028944 +3776.5,3878.8506,0.00068068237,1712.1812,9530000.0,5566.0,595625.0,,148896.0,1.17664e-05,0.1,0.77602893 +3756.0,3877.4607,-0.003195254,1712.1321,9540000.0,5572.0,596250.0,,149056.0,1.15104e-05,0.1,0.6045284 +3804.0,3876.6157,-0.006728688,1712.3901,9550000.0,5577.0,596875.0,,149216.0,1.12544e-05,0.1,0.7128601 +3900.5,3877.1338,-0.002033418,1712.6478,9560000.0,5582.0,597500.0,,149344.0,1.10496e-05,0.1,0.6946751 +3860.0,3876.9568,0.0007762659,1712.9049,9570000.0,5587.0,598125.0,,149504.0,1.07936e-05,0.1,0.6286461 +3798.0,3875.835,-0.003444695,1712.8553,9580000.0,5593.0,598750.0,,149664.0,1.05376e-05,0.1,0.7005271 +3773.5,3874.271,-0.0024530413,1713.1118,9590000.0,5598.0,599375.0,,149824.0,1.02816e-05,0.1,0.7322484 +3759.5,3873.482,-0.0052664117,1713.3678,9600000.0,5603.0,600000.0,,149984.0,1.00256e-05,0.1,0.6644038 +3803.0,3872.8118,-0.0047811456,1713.3179,9610000.0,5609.0,600625.0,,150144.0,9.7696e-06,0.1,0.67269063 +3821.5,3872.1018,-0.00709111,1713.5732,9620000.0,5614.0,601250.0,,150304.0,9.5136e-06,0.1,0.70190096 +3805.5,3871.4868,-0.0036697336,1713.8281,9630000.0,5619.0,601875.0,,150464.0,9.2576e-06,0.1,0.69905293 +3801.0,3870.3289,-0.0032103946,1714.0825,9640000.0,5624.0,602500.0,,150624.0,9.0016e-06,0.1,0.60916275 +3813.5,3869.441,0.0015420923,1714.3364,9650000.0,5629.0,603125.0,,150752.0,8.7968e-06,0.1,0.6347767 +3812.5,3868.5227,-0.0051603285,1714.59,9660000.0,5634.0,603750.0,,150912.0,8.5408e-06,0.1,0.7088726 +3836.5,3868.4482,-0.0014208566,1714.5391,9670000.0,5640.0,604375.0,,151072.0,8.2848e-06,0.1,0.6062282 +3775.5,3867.7478,-0.004164927,1714.7919,9680000.0,5645.0,605000.0,,151232.0,8.0288e-06,0.1,0.7371083 +3787.0,3866.7979,-0.0008502761,1714.7407,9690000.0,5651.0,605625.0,,151392.0,7.7728e-06,0.1,0.68415403 +3811.0,3866.212,-0.0025271163,1714.9929,9700000.0,5656.0,606250.0,,151552.0,7.5168e-06,0.1,0.61586 +3859.0,3865.8809,0.0039280327,1714.9418,9710000.0,5662.0,606875.0,,151712.0,7.2608e-06,0.1,0.6136701 +3859.0,3865.11,-0.0055424212,1715.1932,9720000.0,5667.0,607500.0,,151872.0,7.0048e-06,0.1,0.7274995 +3872.0,3864.473,0.00043551566,1715.4443,9730000.0,5672.0,608125.0,,152000.0,6.8e-06,0.1,0.7703996 +3867.0,3863.7412,-0.0009166465,1715.695,9740000.0,5677.0,608750.0,,152160.0,6.544e-06,0.1,0.7079518 +3806.5,3862.5288,-0.0028023769,1715.6432,9750000.0,5683.0,609375.0,,152320.0,6.288e-06,0.1,0.73762417 +3806.0,3861.9287,0.008095922,1715.8931,9760000.0,5688.0,610000.0,,152480.0,6.032e-06,0.1,0.6482141 +3748.8,3861.137,-0.004673713,1716.1426,9770000.0,5693.0,610625.0,,152640.0,5.776e-06,0.1,0.67801094 +3743.3,3859.9502,-0.0018651851,1716.0906,9780000.0,5699.0,611250.0,,152800.0,5.52e-06,0.1,0.6123272 +3746.5,3859.095,-0.005774439,1716.3394,9790000.0,5704.0,611875.0,,152960.0,5.264e-06,0.1,0.6788529 +3775.5,3858.4395,-0.0016456781,1716.2872,9800000.0,5710.0,612500.0,,153120.0,5.008e-06,0.1,0.5706378 +3780.5,3857.883,-0.0042446735,1716.2351,9810000.0,5716.0,613125.0,,153280.0,4.752e-06,0.1,0.65369344 +3760.5,3857.268,-0.0051162154,1716.4832,9820000.0,5721.0,613750.0,,153408.0,4.5472e-06,0.1,0.68612003 +3729.5,3856.179,0.0037118925,1716.7307,9830000.0,5726.0,614375.0,,153568.0,4.2912e-06,0.1,0.661676 +3779.5,3855.72,-0.00173908,1716.6783,9840000.0,5732.0,615000.0,,153728.0,4.0352e-06,0.1,0.7192476 +3883.0,3856.2913,-0.001854111,1716.626,9850000.0,5738.0,615625.0,,153888.0,3.7792e-06,0.1,0.62332225 +3880.0,3856.834,-0.002033013,1716.8727,9860000.0,5743.0,616250.0,,154048.0,3.5232e-06,0.1,0.67345613 +3868.5,3857.6772,-0.0009120316,1717.119,9870000.0,5748.0,616875.0,,154208.0,3.2672e-06,0.1,0.6610205 +3890.0,3858.595,0.0015220931,1717.0664,9880000.0,5754.0,617500.0,,154368.0,3.0112e-06,0.1,0.6760073 +3913.0,3859.681,0.002581159,1717.0139,9890000.0,5760.0,618125.0,,154528.0,2.7552e-06,0.1,0.57855594 +3828.0,3859.4968,-0.0016140218,1717.2593,9900000.0,5765.0,618750.0,,154656.0,2.5504e-06,0.1,0.6397338 +3792.5,3858.84,-0.0032695401,1717.5043,9910000.0,5770.0,619375.0,,154816.0,2.2944e-06,0.1,0.756725 +3800.0,3858.49,0.0019350706,1717.7489,9920000.0,5775.0,620000.0,,154976.0,2.0384e-06,0.1,0.5520132 +3803.5,3858.23,0.002874997,1717.993,9930000.0,5780.0,620625.0,,155136.0,1.7824e-06,0.1,0.6733602 +3850.0,3858.535,-0.0025700973,1717.9398,9940000.0,5786.0,621250.0,,155296.0,1.5264e-06,0.1,0.59851336 +3774.5,3858.577,-0.0012653104,1718.1833,9950000.0,5791.0,621875.0,,155456.0,1.2704e-06,0.1,0.76053125 +3783.0,3858.584,0.0012542815,1718.4265,9960000.0,5796.0,622500.0,,155616.0,1.0144e-06,0.1,0.64568657 +3788.0,3857.9932,0.000278622,1718.3729,9970000.0,5802.0,623125.0,,155776.0,7.584e-07,0.1,0.71492165 +3818.0,3857.4473,9.3976545e-05,1718.0238,9980000.0,5809.0,623750.0,,155936.0,5.024e-07,0.1,0.616022 +3798.0,3856.857,9.53867e-05,1718.2662,9990000.0,5814.0,624375.0,,156064.0,2.976e-07,0.1,0.5842908 +3749.0,3855.5168,-0.00075542764,1718.5083,10000000.0,5819.0,625000.0,,156224.0,4.16e-08,0.1,0.7031628 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_train.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..b00420240e4e1f4983b3ec309829b7b5e5c01880 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +756.25,756.25,-0.019749645,909.0909,10000.0,11.0,625.0,,128.0,0.0002497952,0.1,1.7499943 +614.04254,685.14624,-0.022609252,1111.1111,20000.0,18.0,1250.0,,288.0,0.0002495392,0.1,1.7388988 +585.4545,651.9157,-0.023494009,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,1.696462 +566.9474,630.6736,-0.023524508,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,1.6468244 +533.0,611.13885,-0.02733403,1282.0513,50000.0,39.0,3125.0,,768.0,0.0002487712,0.1,1.6511862 +528.2,597.31573,-0.023874247,1304.3478,60000.0,46.0,3750.0,,928.0,0.0002485152,0.1,1.6259421 +528.2,587.442,-0.026116354,1320.7548,70000.0,53.0,4375.0,,1088.0,0.0002482592,0.1,1.648478 +533.0,580.6368,-0.024492145,1311.4755,80000.0,61.0,5000.0,,1248.0,0.0002480032,0.1,1.6615585 +528.0,574.78827,-0.024963394,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,1.6373672 +534.0,570.7094,-0.022663074,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,1.5856531 +549.4,568.7722,-0.021249553,1358.0247,110000.0,81.0,6875.0,,1696.0,0.0002472864,0.1,1.6149931 +550.4,567.24115,-0.026253155,1363.6364,120000.0,88.0,7500.0,,1856.0,0.0002470304,0.1,1.5999205 +554.0,566.2226,-0.021735378,1368.421,130000.0,95.0,8125.0,,2016.0,0.0002467744,0.1,1.5476058 +551.8,565.19244,-0.023426833,1359.2233,140000.0,103.0,8750.0,,2176.0,0.0002465184,0.1,1.5971918 +533.4,563.07294,-0.024823394,1363.6364,150000.0,110.0,9375.0,,2336.0,0.0002462624,0.1,1.5383561 +529.4,560.9684,-0.019934444,1367.5214,160000.0,117.0,10000.0,,2496.0,0.0002460064,0.1,1.4923651 +527.0,558.9702,-0.024505224,1370.9678,170000.0,124.0,10625.0,,2656.0,0.0002457504,0.1,1.5201191 +527.6,557.2274,-0.021063952,1384.6154,180000.0,130.0,11250.0,,2784.0,0.0002455456,0.1,1.5173256 +532.0,555.89966,-0.026856972,1386.8613,190000.0,137.0,11875.0,,2944.0,0.0002452896,0.1,1.5429558 +536.2,554.9147,-0.0235424,1388.8889,200000.0,144.0,12500.0,,3104.0,0.0002450336,0.1,1.4694438 +555.0,554.91876,-0.0220563,1381.579,210000.0,152.0,13125.0,,3264.0,0.0002447776,0.1,1.5209916 +571.2,555.6588,-0.023234496,1383.6478,220000.0,159.0,13750.0,,3424.0,0.0002445216,0.1,1.5466554 +581.4,556.778,-0.019677736,1393.9395,230000.0,165.0,14375.0,,3584.0,0.0002442656,0.1,1.5024395 +594.2,558.3372,-0.024333097,1395.3489,240000.0,172.0,15000.0,,3744.0,0.0002440096,0.1,1.4122951 +585.4,559.41974,-0.021026727,1396.6481,250000.0,179.0,15625.0,,3904.0,0.0002437536,0.1,1.4467523 +563.8,559.58826,-0.023222787,1397.8495,260000.0,186.0,16250.0,,4032.0,0.0002435488,0.1,1.4465421 +552.8,559.3368,-0.015345683,1406.25,270000.0,192.0,16875.0,,4192.0,0.0002432928,0.1,1.4428155 +554.8,559.17474,-0.027409226,1400.0,280000.0,200.0,17500.0,,4352.0,0.0002430368,0.1,1.4409024 +547.4,558.76874,-0.023733877,1400.9662,290000.0,207.0,18125.0,,4512.0,0.0002427808,0.1,1.4315484 +551.2,558.5165,-0.024114605,1401.8691,300000.0,214.0,18750.0,,4672.0,0.0002425248,0.1,1.4668502 +551.6,558.29333,-0.023967238,1396.3964,310000.0,222.0,19375.0,,4832.0,0.0002422688,0.1,1.3773584 +533.8,557.52795,-0.022978537,1397.3799,320000.0,229.0,20000.0,,4992.0,0.0002420128,0.1,1.4549193 +543.0,557.0877,-0.021343384,1386.5546,330000.0,238.0,20625.0,,5152.0,0.0002417568,0.1,1.3849618 +540.6,556.6028,-0.019130228,1387.7551,340000.0,245.0,21250.0,,5312.0,0.0002415008,0.1,1.4208744 +534.6,555.9741,-0.024598219,1394.4224,350000.0,251.0,21875.0,,5440.0,0.000241296,0.1,1.4128307 +546.2,555.7026,-0.022868488,1389.9614,360000.0,259.0,22500.0,,5600.0,0.00024104,0.1,1.4419422 +543.6,555.3755,-0.024191875,1385.7678,370000.0,267.0,23125.0,,5760.0,0.000240784,0.1,1.3762147 +534.0,554.813,-0.020317962,1386.8613,380000.0,274.0,23750.0,,5920.0,0.000240528,0.1,1.3693783 +535.8,554.3255,-0.028986858,1387.9004,390000.0,281.0,24375.0,,6080.0,0.000240272,0.1,1.3958285 +528.4,553.67737,-0.022517528,1388.8889,400000.0,288.0,25000.0,,6240.0,0.000240016,0.1,1.428513 +529.4,553.0852,-0.021482667,1389.8306,410000.0,295.0,25625.0,,6400.0,0.00023976,0.1,1.3698648 +538.2,552.7308,-0.031482752,1390.7285,420000.0,302.0,26250.0,,6560.0,0.000239504,0.1,1.4131362 +543.0,552.5045,-0.02984406,1396.1039,430000.0,308.0,26875.0,,6688.0,0.0002392992,0.1,1.4087267 +548.0,552.4021,-0.028137097,1396.8254,440000.0,315.0,27500.0,,6848.0,0.0002390432,0.1,1.3726039 +549.0,552.32654,-0.02355561,1397.5155,450000.0,322.0,28125.0,,7008.0,0.0002387872,0.1,1.4065565 +549.8,552.2716,-0.03098689,1398.1763,460000.0,329.0,28750.0,,7168.0,0.0002385312,0.1,1.4322325 +554.8,552.32544,-0.026987497,1398.8096,470000.0,336.0,29375.0,,7328.0,0.0002382752,0.1,1.3895421 +550.8,552.29364,-0.029506827,1399.4169,480000.0,343.0,30000.0,,7488.0,0.0002380192,0.1,1.4184325 +553.4,552.3162,-0.030212719,1400.0,490000.0,350.0,30625.0,,7648.0,0.0002377632,0.1,1.3715363 +544.8,552.1659,-0.01989479,1396.6481,500000.0,358.0,31250.0,,7808.0,0.0002375072,0.1,1.3745246 +541.4,551.95483,-0.025794366,1393.4426,510000.0,366.0,31875.0,,7968.0,0.0002372512,0.1,1.3973689 +542.6,551.7749,-0.029226623,1394.1019,520000.0,373.0,32500.0,,8096.0,0.0002370464,0.1,1.3749985 +545.8,551.6622,-0.025738418,1394.7368,530000.0,380.0,33125.0,,8256.0,0.0002367904,0.1,1.409121 +565.2,551.91284,-0.02761398,1395.3489,540000.0,387.0,33750.0,,8416.0,0.0002365344,0.1,1.4014764 +577.8,552.38354,-0.028671209,1392.405,550000.0,395.0,34375.0,,8576.0,0.0002362784,0.1,1.4348944 +590.4,553.06244,-0.02277843,1389.5781,560000.0,403.0,35000.0,,8736.0,0.0002360224,0.1,1.3979717 +617.2,554.1876,-0.024504734,1393.6431,570000.0,409.0,35625.0,,8896.0,0.0002357664,0.1,1.429081 +609.6,555.143,-0.023414154,1390.8873,580000.0,417.0,36250.0,,9056.0,0.0002355104,0.1,1.4219514 +614.0,556.1406,-0.02951217,1388.2354,590000.0,425.0,36875.0,,9216.0,0.0002352544,0.1,1.4200437 +632.0,557.40497,-0.02519041,1388.8889,600000.0,432.0,37500.0,,9344.0,0.0002350496,0.1,1.4362491 +595.8,558.03436,-0.025187798,1389.5216,610000.0,439.0,38125.0,,9504.0,0.0002347936,0.1,1.4320538 +593.2,558.60156,-0.022145383,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.3461386 +565.8,558.7158,-0.03255835,1390.7285,630000.0,453.0,39375.0,,9824.0,0.0002342816,0.1,1.3958738 +557.6,558.69836,-0.027123122,1394.3356,640000.0,459.0,40000.0,,9984.0,0.0002340256,0.1,1.3747998 +569.6,558.8661,-0.026628539,1394.8497,650000.0,466.0,40625.0,,10144.0,0.0002337696,0.1,1.4434047 +587.8,559.3045,-0.027982589,1395.3489,660000.0,473.0,41250.0,,10304.0,0.0002335136,0.1,1.3824307 +607.0,560.01636,-0.028965535,1392.9314,670000.0,481.0,41875.0,,10464.0,0.0002332576,0.1,1.4416494 +606.0,560.6926,-0.027996173,1396.304,680000.0,487.0,42500.0,,10624.0,0.0002330016,0.1,1.4500844 +637.6,561.80725,-0.028662547,1399.5944,690000.0,493.0,43125.0,,10752.0,0.0002327968,0.1,1.4102252 +663.4,563.25854,-0.03401424,1400.0,700000.0,500.0,43750.0,,10912.0,0.0002325408,0.1,1.4010634 +725.0,565.53656,-0.028590547,1400.3945,710000.0,507.0,44375.0,,11072.0,0.0002322848,0.1,1.3825473 +843.4,569.39575,-0.03262481,1398.0582,720000.0,515.0,45000.0,,11232.0,0.0002320288,0.1,1.449954 +924.8,574.2643,-0.022288911,1398.4674,730000.0,522.0,45625.0,,11392.0,0.0002317728,0.1,1.3211082 +1102.8,581.4067,-0.021184348,1396.2264,740000.0,530.0,46250.0,,11552.0,0.0002315168,0.1,1.3737371 +1299.8,590.9853,-0.020765267,1396.6481,750000.0,537.0,46875.0,,11712.0,0.0002312608,0.1,1.3842154 +1490.8,602.82495,-0.028670374,1394.4954,760000.0,545.0,47500.0,,11872.0,0.0002310048,0.1,1.3678749 +1664.2,616.609,-0.026231023,1397.4591,770000.0,551.0,48125.0,,12000.0,0.0002308,0.1,1.3064622 +1734.0,630.9346,-0.027314188,1397.8495,780000.0,558.0,48750.0,,12160.0,0.000230544,0.1,1.3189355 +1797.2,645.6974,-0.0196714,1398.2301,790000.0,565.0,49375.0,,12320.0,0.000230288,0.1,1.2789849 +1784.8,659.93616,-0.020035146,1398.6014,800000.0,572.0,50000.0,,12480.0,0.000230032,0.1,1.2167542 +1811.8,674.15674,-0.008416404,1394.1481,810000.0,581.0,50625.0,,12640.0,0.000229776,0.1,1.1528288 +1781.4,687.65967,-0.015883746,1394.5579,820000.0,588.0,51250.0,,12800.0,0.00022952,0.1,1.1229851 +1872.4,701.93365,-0.021649566,1394.958,830000.0,595.0,51875.0,,12960.0,0.000229264,0.1,1.1138551 +2118.2,718.79395,-0.010274736,1395.3489,840000.0,602.0,52500.0,,13120.0,0.000229008,0.1,1.0875151 +2367.7,738.1928,-0.01705407,1393.4426,850000.0,610.0,53125.0,,13280.0,0.000228752,0.1,0.99627775 +2608.9,759.94525,-0.018825268,1393.8412,860000.0,617.0,53750.0,,13408.0,0.0002285472,0.1,1.0544223 +2706.3,782.3171,-0.010189111,1389.7764,870000.0,626.0,54375.0,,13568.0,0.0002282912,0.1,1.020963 +2756.1,804.74646,-0.012322138,1388.0126,880000.0,634.0,55000.0,,13728.0,0.0002280352,0.1,0.9223318 +2689.0,825.91785,-0.012417166,1388.4556,890000.0,641.0,55625.0,,13888.0,0.0002277792,0.1,0.95290697 +2713.0,846.88544,-0.009000446,1391.0355,900000.0,647.0,56250.0,,14048.0,0.0002275232,0.1,0.9878524 +2723.8,867.5108,-0.012856045,1389.313,910000.0,655.0,56875.0,,14208.0,0.0002272672,0.1,0.94889796 +2722.8,887.67694,-0.009159048,1391.8306,920000.0,661.0,57500.0,,14368.0,0.0002270112,0.1,0.95435417 +2837.0,908.63745,-0.012682059,1392.2156,930000.0,668.0,58125.0,,14528.0,0.0002267552,0.1,0.9555669 +2904.5,929.87,0.00655431,1392.5927,940000.0,675.0,58750.0,,14656.0,0.0002265504,0.1,0.9831084 +2843.1,950.0093,-0.018454581,1390.9224,950000.0,683.0,59375.0,,14816.0,0.0002262944,0.1,0.9733311 +2806.7,969.3499,-0.0195978,1391.3043,960000.0,690.0,60000.0,,14976.0,0.0002260384,0.1,1.0620979 +2821.9,988.44836,-0.017911566,1391.6786,970000.0,697.0,60625.0,,15136.0,0.0002257824,0.1,1.0041397 +2808.0,1007.0152,-0.013909974,1390.0709,980000.0,705.0,61250.0,,15296.0,0.0002255264,0.1,0.9972756 +2883.6,1025.9707,-0.015098057,1390.4495,990000.0,712.0,61875.0,,15456.0,0.0002252704,0.1,0.9836723 +3071.6,1046.427,0.0028577852,1392.7577,1000000.0,718.0,62500.0,,15616.0,0.0002250144,0.1,1.0089341 +3082.6,1069.6906,0.009432955,1391.1846,1010000.0,726.0,63125.0,,15776.0,0.0002247584,0.1,0.9378724 +3021.1,1093.7611,-0.019806903,1391.5416,1020000.0,733.0,63750.0,,15936.0,0.0002245024,0.1,0.9818789 +3032.4,1118.2305,-0.0023688825,1393.7754,1030000.0,739.0,64375.0,,16064.0,0.0002242976,0.1,0.99167264 +2929.9,1141.86,-0.013017062,1392.2356,1040000.0,747.0,65000.0,,16224.0,0.0002240416,0.1,1.0205705 +2903.5,1165.5651,0.016683863,1394.4224,1050000.0,753.0,65625.0,,16384.0,0.0002237856,0.1,0.90800095 +2969.8,1189.981,-0.01542696,1394.7368,1060000.0,760.0,66250.0,,16544.0,0.0002235296,0.1,0.9448955 +2960.7,1214.306,-0.003418789,1395.0457,1070000.0,767.0,66875.0,,16704.0,0.0002232736,0.1,0.97877586 +3026.7,1239.243,-0.014758586,1393.5483,1080000.0,775.0,67500.0,,16864.0,0.0002230176,0.1,0.9432447 +3141.1,1265.374,0.017063849,1393.8619,1090000.0,782.0,68125.0,,17024.0,0.0002227616,0.1,1.0028733 +3181.4,1291.848,0.009117428,1394.1698,1100000.0,789.0,68750.0,,17184.0,0.0002225056,0.1,0.93214667 +3200.8,1318.362,0.0033925844,1394.4724,1110000.0,796.0,69375.0,,17312.0,0.0002223008,0.1,1.0121243 +3101.0,1343.8679,-0.019713303,1394.7697,1120000.0,803.0,70000.0,,17472.0,0.0002220448,0.1,1.0299045 +2981.2,1368.1399,-0.018654112,1395.0618,1130000.0,810.0,70625.0,,17632.0,0.0002217888,0.1,0.9864145 +2899.9,1391.6211,0.0051641245,1395.3489,1140000.0,817.0,71250.0,,17792.0,0.0002215328,0.1,0.94807273 +2881.7,1415.104,-0.001555053,1395.6311,1150000.0,824.0,71875.0,,17952.0,0.0002212768,0.1,1.0109713 +3032.1,1440.1311,-0.015906118,1395.9086,1160000.0,831.0,72500.0,,18112.0,0.0002210208,0.1,1.0535815 +3012.5,1464.9861,0.007724955,1396.1814,1170000.0,838.0,73125.0,,18272.0,0.0002207648,0.1,1.0111662 +2997.3,1489.683,-0.021816269,1396.4497,1180000.0,845.0,73750.0,,18432.0,0.0002205088,0.1,1.0254422 +3039.8,1514.761,-0.017410869,1396.7136,1190000.0,852.0,74375.0,,18592.0,0.0002202528,0.1,0.9778921 +2969.8,1539.097,-0.012865517,1396.9733,1200000.0,859.0,75000.0,,18720.0,0.000220048,0.1,0.9416137 +3073.3,1564.28,-0.002124195,1395.6171,1210000.0,867.0,75625.0,,18880.0,0.000219792,0.1,0.96086633 +3143.8,1590.006,-0.0003814482,1397.48,1220000.0,873.0,76250.0,,19040.0,0.000219536,0.1,0.9917602 +3172.4,1615.9159,-0.013039617,1396.1407,1230000.0,881.0,76875.0,,19200.0,0.00021928,0.1,0.9527079 +3288.0,1642.854,-0.0053749965,1396.3964,1240000.0,888.0,77500.0,,19360.0,0.000219024,0.1,1.089332 +3235.1,1669.3511,-0.0144965,1396.6481,1250000.0,895.0,78125.0,,19520.0,0.000218768,0.1,1.0130892 +3280.7,1696.5201,-0.017458403,1395.3489,1260000.0,903.0,78750.0,,19680.0,0.000218512,0.1,0.9593857 +3185.9,1722.8511,0.017444912,1397.1398,1270000.0,909.0,79375.0,,19840.0,0.000218256,0.1,1.0263438 +3147.1,1748.774,0.0038602583,1397.3799,1280000.0,916.0,80000.0,,20000.0,0.000218,0.1,1.0148865 +3130.4,1774.6042,-0.010234364,1399.1323,1290000.0,922.0,80625.0,,20128.0,0.0002177952,0.1,0.9845013 +3074.9,1799.8413,0.011309046,1399.3541,1300000.0,929.0,81250.0,,20288.0,0.0002175392,0.1,1.0102522 +3152.7,1825.8522,0.029816054,1399.5726,1310000.0,936.0,81875.0,,20448.0,0.0002172832,0.1,0.9826781 +3118.4,1851.6982,-0.000650692,1399.788,1320000.0,943.0,82500.0,,20608.0,0.0002170272,0.1,1.0293303 +3159.9,1877.8673,0.011429622,1398.5278,1330000.0,951.0,83125.0,,20768.0,0.0002167712,0.1,0.9933636 +3190.6,1904.3671,0.0021470096,1398.7474,1340000.0,958.0,83750.0,,20928.0,0.0002165152,0.1,1.0404804 +3127.6,1930.297,-0.0067252857,1398.9637,1350000.0,965.0,84375.0,,21088.0,0.0002162592,0.1,0.9766827 +3148.0,1956.315,-0.003181507,1399.177,1360000.0,972.0,85000.0,,21248.0,0.0002160032,0.1,1.0338733 +3125.5,1982.1339,-0.008500327,1400.818,1370000.0,978.0,85625.0,,21376.0,0.0002157984,0.1,0.97322047 +3007.7,2006.8711,-0.015798664,1399.5944,1380000.0,986.0,86250.0,,21536.0,0.0002155424,0.1,1.159905 +3057.9,2032.092,0.006647105,1399.7986,1390000.0,993.0,86875.0,,21696.0,0.0002152864,0.1,1.1286715 +3121.7,2058.0251,0.0021354877,1400.0,1400000.0,1000.0,87500.0,,21856.0,0.0002150304,0.1,1.0812225 +3092.9,2083.6602,0.016847001,1400.1986,1410000.0,1007.0,88125.0,,22016.0,0.0002147744,0.1,1.0266913 +3195.4,2110.2324,0.0044569834,1400.3945,1420000.0,1014.0,88750.0,,22176.0,0.0002145184,0.1,1.0410649 +3191.8,2136.72,0.032492377,1400.5876,1430000.0,1021.0,89375.0,,22336.0,0.0002142624,0.1,1.0826805 +3269.6,2163.936,0.019800633,1400.7782,1440000.0,1028.0,90000.0,,22496.0,0.0002140064,0.1,1.0396864 +3269.8,2191.1438,-0.0021479647,1400.9662,1450000.0,1035.0,90625.0,,22656.0,0.0002137504,0.1,1.0886669 +3215.8,2217.804,0.011674724,1401.1516,1460000.0,1042.0,91250.0,,22784.0,0.0002135456,0.1,1.082063 +3171.5,2243.971,-0.016037045,1401.3346,1470000.0,1049.0,91875.0,,22944.0,0.0002132896,0.1,1.191624 +3204.1,2270.504,-0.0037382755,1401.5151,1480000.0,1056.0,92500.0,,23104.0,0.0002130336,0.1,1.0285108 +3334.3,2298.313,0.027915265,1401.6934,1490000.0,1063.0,93125.0,,23264.0,0.0002127776,0.1,1.0282866 +3392.4,2326.7888,0.015619507,1401.8691,1500000.0,1070.0,93750.0,,23424.0,0.0002125216,0.1,1.0429864 +3422.6,2355.601,0.015379899,1402.0427,1510000.0,1077.0,94375.0,,23584.0,0.0002122656,0.1,0.96512866 +3352.6,2383.7007,-0.0028988156,1402.214,1520000.0,1084.0,95000.0,,23744.0,0.0002120096,0.1,0.89470285 +3305.8,2411.301,0.01214164,1402.3832,1530000.0,1091.0,95625.0,,23904.0,0.0002117536,0.1,0.9298504 +3264.6,2438.295,0.017156832,1403.8286,1540000.0,1097.0,96250.0,,24032.0,0.0002115488,0.1,0.9749187 +3236.4,2464.881,0.00650817,1403.9855,1550000.0,1104.0,96875.0,,24192.0,0.0002112928,0.1,1.015166 +3306.6,2492.043,-0.013812356,1402.8777,1560000.0,1112.0,97500.0,,24352.0,0.0002110368,0.1,1.0023369 +3229.2,2518.163,-0.016987067,1403.0385,1570000.0,1119.0,98125.0,,24512.0,0.0002107808,0.1,1.027453 +3296.4,2545.031,0.013704049,1403.1971,1580000.0,1126.0,98750.0,,24672.0,0.0002105248,0.1,0.9454547 +3320.4,2572.0952,-0.016217194,1403.3539,1590000.0,1133.0,99375.0,,24832.0,0.0002102688,0.1,0.9649994 +3250.6,2598.281,0.0110431,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,0.9860556 +3378.2,2626.105,0.008773171,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.1138766 +3378.3,2653.956,0.029556178,1402.5974,1620000.0,1155.0,101250.0,,25312.0,0.0002095008,0.1,1.0620556 +3321.6,2681.5137,0.02603441,1402.7539,1630000.0,1162.0,101875.0,,25440.0,0.000209296,0.1,1.0687108 +3376.7,2709.705,0.05668721,1401.7094,1640000.0,1170.0,102500.0,,25600.0,0.00020904,0.1,1.1009516 +3375.8,2737.767,0.029071411,1403.0613,1650000.0,1176.0,103125.0,,25760.0,0.000208784,0.1,1.1675668 +3351.3,2765.402,0.018062947,1400.8439,1660000.0,1185.0,103750.0,,25920.0,0.000208528,0.1,1.1340706 +3353.5,2792.8672,0.008892221,1401.0067,1670000.0,1192.0,104375.0,,26080.0,0.000208272,0.1,1.1050446 +3288.9,2819.6965,0.011638094,1401.1676,1680000.0,1199.0,105000.0,,26240.0,0.000208016,0.1,1.1240487 +3244.1,2845.7612,0.013195657,1401.3267,1690000.0,1206.0,105625.0,,26400.0,0.00020776,0.1,1.1431441 +3339.9,2872.526,-0.005264622,1401.4839,1700000.0,1213.0,106250.0,,26560.0,0.000207504,0.1,1.1636729 +3401.3,2899.2893,0.050173298,1401.6394,1710000.0,1220.0,106875.0,,26688.0,0.0002072992,0.1,1.0156176 +3406.7,2924.9219,0.030601004,1401.793,1720000.0,1227.0,107500.0,,26848.0,0.0002070432,0.1,1.0370672 +3385.8,2949.5322,0.034118414,1401.945,1730000.0,1234.0,108125.0,,27008.0,0.0002067872,0.1,1.0598855 +3382.4,2972.3281,0.024840126,1402.0951,1740000.0,1241.0,108750.0,,27168.0,0.0002065312,0.1,1.089731 +3348.5,2992.815,0.034503777,1402.2435,1750000.0,1248.0,109375.0,,27328.0,0.0002062752,0.1,1.0260311 +3380.7,3011.714,0.014463253,1403.5088,1760000.0,1254.0,110000.0,,27488.0,0.0002060192,0.1,0.9993532 +3429.1,3029.3628,0.014645939,1403.648,1770000.0,1261.0,110625.0,,27648.0,0.0002057632,0.1,1.1736019 +3307.4,3045.097,0.009971442,1403.7855,1780000.0,1268.0,111250.0,,27808.0,0.0002055072,0.1,1.1436777 +3347.7,3060.6016,0.00816611,1403.9215,1790000.0,1275.0,111875.0,,27968.0,0.0002052512,0.1,1.1842377 +3263.3,3075.387,0.024813041,1404.0562,1800000.0,1282.0,112500.0,,28096.0,0.0002050464,0.1,1.072011 +3338.3,3090.652,0.034316834,1404.1893,1810000.0,1289.0,113125.0,,28256.0,0.0002047904,0.1,1.0678593 +3300.5,3105.843,-0.010018269,1404.321,1820000.0,1296.0,113750.0,,28416.0,0.0002045344,0.1,1.1554294 +3299.4,3120.113,0.009617045,1403.3743,1830000.0,1304.0,114375.0,,28576.0,0.0002042784,0.1,1.0775056 +3238.3,3131.3145,0.022114262,1403.5088,1840000.0,1311.0,115000.0,,28736.0,0.0002040224,0.1,1.0894628 +3259.7,3140.2341,0.005517151,1403.6418,1850000.0,1318.0,115625.0,,28896.0,0.0002037664,0.1,1.1223705 +3362.6,3147.7712,0.008162064,1403.7736,1860000.0,1325.0,116250.0,,29056.0,0.0002035104,0.1,1.0634017 +3318.3,3153.8909,0.020832233,1403.9039,1870000.0,1332.0,116875.0,,29216.0,0.0002032544,0.1,1.0328994 +3410.4,3160.434,0.0068901866,1405.0822,1880000.0,1338.0,117500.0,,29344.0,0.0002030496,0.1,1.119503 +3386.8,3167.412,0.02068726,1405.2045,1890000.0,1345.0,118125.0,,29504.0,0.0002027936,0.1,1.1521358 +3331.6,3173.5981,0.03008218,1404.2867,1900000.0,1353.0,118750.0,,29664.0,0.0002025376,0.1,1.1279674 +3301.9,3179.3792,0.021344924,1404.4117,1910000.0,1360.0,119375.0,,29824.0,0.0002022816,0.1,1.108877 +3294.1,3185.0923,-0.0050230795,1404.5355,1920000.0,1367.0,120000.0,,29984.0,0.0002020256,0.1,1.1530898 +3314.4,3189.866,0.0044133547,1404.658,1930000.0,1374.0,120625.0,,30144.0,0.0002017696,0.1,1.1355975 +3359.5,3194.416,0.006044532,1404.7792,1940000.0,1381.0,121250.0,,30304.0,0.0002015136,0.1,1.1242898 +3371.5,3199.7,0.027817858,1403.8877,1950000.0,1389.0,121875.0,,30464.0,0.0002012576,0.1,1.1060442 +3419.1,3205.824,-3.4690602e-06,1404.0115,1960000.0,1396.0,122500.0,,30624.0,0.0002010016,0.1,1.0486605 +3418.7,3211.792,0.008641258,1405.1355,1970000.0,1402.0,123125.0,,30752.0,0.0002007968,0.1,1.1602833 +3442.1,3218.1328,0.034540385,1405.252,1980000.0,1409.0,123750.0,,30912.0,0.0002005408,0.1,1.1311555 +3514.8,3224.445,0.04496561,1405.3672,1990000.0,1416.0,124375.0,,31072.0,0.0002002848,0.1,1.0877873 +3547.2,3229.201,0.030919153,1405.4813,2000000.0,1423.0,125000.0,,31232.0,0.0002000288,0.1,1.1083186 +3533.2,3233.7073,0.0034601397,1405.5944,2010000.0,1430.0,125625.0,,31392.0,0.0001997728,0.1,1.0460153 +3498.3,3238.479,0.009412402,1405.7063,2020000.0,1437.0,126250.0,,31552.0,0.0001995168,0.1,1.0894097 +3504.0,3243.195,0.06504896,1405.8171,2030000.0,1444.0,126875.0,,31712.0,0.0001992608,0.1,1.1295171 +3516.9,3249.0654,0.03599203,1405.927,2040000.0,1451.0,127500.0,,31872.0,0.0001990048,0.1,1.0050993 +3528.4,3255.3145,0.010963748,1406.0356,2050000.0,1458.0,128125.0,,32000.0,0.0001988,0.1,1.0607193 +3593.6,3261.5518,0.004374754,1407.1039,2060000.0,1464.0,128750.0,,32160.0,0.000198544,0.1,1.1693411 +3558.5,3267.5303,-0.00093423255,1406.25,2070000.0,1472.0,129375.0,,32320.0,0.000198288,0.1,1.108209 +3558.6,3272.849,-0.0048166956,1407.3071,2080000.0,1478.0,130000.0,,32480.0,0.000198032,0.1,1.1087561 +3516.9,3276.6072,0.021852788,1407.4073,2090000.0,1485.0,130625.0,,32640.0,0.000197776,0.1,1.1583909 +3585.6,3280.6487,0.03512753,1406.564,2100000.0,1493.0,131250.0,,32800.0,0.00019752,0.1,1.1187582 +3625.2,3284.8928,0.012733825,1406.6666,2110000.0,1500.0,131875.0,,32960.0,0.000197264,0.1,1.0731084 +3665.8,3290.5413,0.004397275,1406.7684,2120000.0,1507.0,132500.0,,33120.0,0.000197008,0.1,1.0740778 +3593.5,3296.664,0.0048893215,1405.0132,2130000.0,1516.0,133125.0,,33280.0,0.000196752,0.1,1.1154131 +3592.6,3303.5908,-0.0022402,1406.0447,2140000.0,1522.0,133750.0,,33408.0,0.0001965472,0.1,1.146594 +3610.5,3310.8794,0.019280145,1406.1478,2150000.0,1529.0,134375.0,,33568.0,0.0001962912,0.1,1.1469271 +3607.4,3316.632,0.003479691,1406.25,2160000.0,1536.0,135000.0,,33728.0,0.0001960352,0.1,1.1584909 +3590.8,3322.4153,0.008400524,1406.3513,2170000.0,1543.0,135625.0,,33888.0,0.0001957792,0.1,1.1208136 +3551.9,3327.9612,0.033823226,1405.5448,2180000.0,1551.0,136250.0,,34048.0,0.0001955232,0.1,1.1306915 +3588.9,3333.4524,0.036597908,1404.7466,2190000.0,1559.0,136875.0,,34208.0,0.0001952672,0.1,1.0153372 +3549.4,3339.2485,0.032370225,1404.8531,2200000.0,1566.0,137500.0,,34368.0,0.0001950112,0.1,1.104805 +3550.3,3344.0186,-0.012249034,1404.9586,2210000.0,1573.0,138125.0,,34528.0,0.0001947552,0.1,1.1507658 +3572.7,3348.3076,0.029796086,1405.0632,2220000.0,1580.0,138750.0,,34656.0,0.0001945504,0.1,1.0887015 +3615.6,3352.739,0.020117784,1405.167,2230000.0,1587.0,139375.0,,34816.0,0.0001942944,0.1,1.1328831 +3646.8,3356.3271,0.022945039,1405.2698,2240000.0,1594.0,140000.0,,34976.0,0.0001940384,0.1,1.1017048 +3653.1,3360.5068,0.016096499,1405.3716,2250000.0,1601.0,140625.0,,35136.0,0.0001937824,0.1,1.1217234 +3605.1,3363.751,0.017765038,1405.4727,2260000.0,1608.0,141250.0,,35296.0,0.0001935264,0.1,1.1388416 +3675.4,3368.646,-0.0006413864,1404.703,2270000.0,1616.0,141875.0,,35456.0,0.0001932704,0.1,1.1904011 +3733.6,3374.511,0.011334021,1404.8059,2280000.0,1623.0,142500.0,,35616.0,0.0001930144,0.1,1.1475122 +3711.8,3380.3252,0.023158371,1404.0466,2290000.0,1631.0,143125.0,,35776.0,0.0001927584,0.1,1.0283188 +3674.0,3386.3162,0.01019833,1403.2947,2300000.0,1639.0,143750.0,,35936.0,0.0001925024,0.1,0.95967066 +3595.3,3390.7422,0.009796473,1403.4022,2310000.0,1646.0,144375.0,,36064.0,0.0001922976,0.1,1.0941166 +3622.9,3395.787,0.015811197,1402.6603,2320000.0,1654.0,145000.0,,36224.0,0.0001920416,0.1,1.0214897 +3679.9,3400.9875,0.0013761028,1401.9254,2330000.0,1662.0,145625.0,,36384.0,0.0001917856,0.1,1.0396608 +3750.7,3406.5881,0.009263629,1402.0371,2340000.0,1669.0,146250.0,,36544.0,0.0001915296,0.1,1.0911949 +3708.9,3412.4014,-0.006112625,1402.148,2350000.0,1676.0,146875.0,,36704.0,0.0001912736,0.1,1.1114278 +3696.2,3417.8828,0.0005640603,1402.2578,2360000.0,1683.0,147500.0,,36864.0,0.0001910176,0.1,1.0722948 +3638.7,3423.0146,0.009284936,1403.1971,2370000.0,1689.0,148125.0,,37024.0,0.0001907616,0.1,1.0841279 +3577.6,3428.7139,0.03132422,1402.475,2380000.0,1697.0,148750.0,,37184.0,0.0001905056,0.1,1.0786253 +3586.0,3433.9946,0.021200346,1402.5822,2390000.0,1704.0,149375.0,,37312.0,0.0001903008,0.1,1.1039184 +3613.7,3438.9148,0.026016679,1402.6885,2400000.0,1711.0,150000.0,,37472.0,0.0001900448,0.1,1.061394 +3653.6,3444.522,0.023564395,1401.9779,2410000.0,1719.0,150625.0,,37632.0,0.0001897888,0.1,0.9601159 +3633.5,3448.9028,0.034603067,1402.0857,2420000.0,1726.0,151250.0,,37792.0,0.0001895328,0.1,0.91569984 +3720.3,3454.1877,0.0008449691,1402.1927,2430000.0,1733.0,151875.0,,37952.0,0.0001892768,0.1,1.0835958 +3714.4,3458.6362,0.015544712,1402.2988,2440000.0,1740.0,152500.0,,38112.0,0.0001890208,0.1,1.1905205 +3781.7,3463.755,0.01589362,1402.4042,2450000.0,1747.0,153125.0,,38272.0,0.0001887648,0.1,1.0078675 +3746.8,3469.0654,0.005124855,1402.5085,2460000.0,1754.0,153750.0,,38432.0,0.0001885088,0.1,1.0444326 +3688.8,3474.2385,-0.0051500625,1402.6122,2470000.0,1761.0,154375.0,,38592.0,0.0001882528,0.1,1.0076063 +3722.0,3479.417,0.0023505464,1402.715,2480000.0,1768.0,155000.0,,38720.0,0.000188048,0.1,0.885841 +3704.6,3483.1204,0.016764356,1403.6077,2490000.0,1774.0,155625.0,,38880.0,0.000187792,0.1,0.9420167 +3676.5,3485.961,0.0007315659,1402.9181,2500000.0,1782.0,156250.0,,39040.0,0.000187536,0.1,1.0322502 +3663.3,3488.368,0.016575444,1403.0184,2510000.0,1789.0,156875.0,,39200.0,0.00018728,0.1,1.0381669 +3679.3,3491.6353,0.0038806074,1404.6823,2520000.0,1794.0,157500.0,,39360.0,0.000187024,0.1,1.0180004 +3673.7,3495.314,0.019229218,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,1.0506046 +3705.4,3499.7222,0.0014117031,1407.9823,2540000.0,1804.0,158750.0,,39680.0,0.000186512,0.1,1.0558367 +3694.8,3504.306,0.008049997,1409.6185,2550000.0,1809.0,159375.0,,39840.0,0.000186256,0.1,1.0303128 +3687.7,3508.1172,0.01572435,1411.2458,2560000.0,1814.0,160000.0,,40000.0,0.000186,0.1,0.93956304 +3744.7,3513.272,0.0119843995,1413.6414,2570000.0,1818.0,160625.0,,40128.0,0.0001857952,0.1,0.94503415 +3861.4,3518.922,0.0062114946,1414.4736,2580000.0,1824.0,161250.0,,40288.0,0.0001855392,0.1,0.9157699 +3879.9,3524.5168,-0.0019943733,1415.3005,2590000.0,1830.0,161875.0,,40448.0,0.0001852832,0.1,0.99075305 +3883.3,3530.8445,0.0051364936,1416.8937,2600000.0,1835.0,162500.0,,40608.0,0.0001850272,0.1,0.85809326 +3743.6,3534.4985,0.033126306,1418.4783,2610000.0,1840.0,163125.0,,40768.0,0.0001847712,0.1,0.8444663 +3780.7,3538.522,0.0070503005,1420.0542,2620000.0,1845.0,163750.0,,40928.0,0.0001845152,0.1,0.9220112 +3719.8,3542.5042,0.010589478,1421.6216,2630000.0,1850.0,164375.0,,41088.0,0.0001842592,0.1,0.91697335 +3719.2,3545.9287,0.001973598,1423.1805,2640000.0,1855.0,165000.0,,41248.0,0.0001840032,0.1,0.9044104 +3658.2,3548.753,0.008460105,1425.4976,2650000.0,1859.0,165625.0,,41376.0,0.0001837984,0.1,0.89938736 +3681.1,3552.051,0.016277727,1427.0386,2660000.0,1864.0,166250.0,,41536.0,0.0001835424,0.1,0.94758105 +3691.9,3555.4346,0.012630132,1427.8075,2670000.0,1870.0,166875.0,,41696.0,0.0001832864,0.1,0.92069036 +3771.7,3560.2625,0.013444915,1429.3334,2680000.0,1875.0,167500.0,,41856.0,0.0001830304,0.1,0.8756915 +3783.7,3565.6587,0.010473554,1430.8511,2690000.0,1880.0,168125.0,,42016.0,0.0001827744,0.1,0.79048604 +3751.6,3569.7756,0.008101363,1432.3607,2700000.0,1885.0,168750.0,,42176.0,0.0001825184,0.1,0.8765937 +3767.9,3573.4417,0.0009653092,1433.8624,2710000.0,1890.0,169375.0,,42336.0,0.0001822624,0.1,0.8512331 +3726.2,3576.637,0.0032259924,1435.3562,2720000.0,1895.0,170000.0,,42496.0,0.0001820064,0.1,0.8476076 +3807.4,3580.8528,-0.0013962655,1436.8422,2730000.0,1900.0,170625.0,,42656.0,0.0001817504,0.1,0.7986183 +3843.6,3585.4646,0.0071767075,1438.3202,2740000.0,1905.0,171250.0,,42784.0,0.0001815456,0.1,0.8987626 +3882.2,3590.8015,0.0057965918,1439.7905,2750000.0,1910.0,171875.0,,42944.0,0.0001812896,0.1,0.8539257 +3862.3,3595.6182,0.021164691,1440.5011,2760000.0,1916.0,172500.0,,43104.0,0.0001810336,0.1,0.826077 +3797.1,3599.2979,0.008003617,1441.207,2770000.0,1922.0,173125.0,,43264.0,0.0001807776,0.1,0.8151985 +3696.5,3603.189,0.008301393,1442.657,2780000.0,1927.0,173750.0,,43424.0,0.0001805216,0.1,0.7824806 +3742.1,3607.1328,0.008211742,1443.3523,2790000.0,1933.0,174375.0,,43584.0,0.0001802656,0.1,0.73306847 +3764.5,3612.145,0.0015344541,1444.7885,2800000.0,1938.0,175000.0,,43744.0,0.0001800096,0.1,0.88990283 +3789.8,3616.66,0.004589539,1446.2172,2810000.0,1943.0,175625.0,,43904.0,0.0001797536,0.1,0.8041251 +3796.1,3621.6162,-0.005928658,1447.6385,2820000.0,1948.0,176250.0,,44032.0,0.0001795488,0.1,0.8333521 +3808.4,3626.706,0.004256537,1449.0527,2830000.0,1953.0,176875.0,,44192.0,0.0001792928,0.1,0.88145137 +3807.5,3632.3982,0.041713525,1449.7192,2840000.0,1959.0,177500.0,,44352.0,0.0001790368,0.1,0.7483086 +3747.0,3637.271,-0.0047210674,1450.3817,2850000.0,1965.0,178125.0,,44512.0,0.0001787808,0.1,0.8393065 +3743.1,3641.0762,0.0068632364,1451.7766,2860000.0,1970.0,178750.0,,44672.0,0.0001785248,0.1,0.7654196 +3777.5,3645.6677,0.024332799,1452.4292,2870000.0,1976.0,179375.0,,44832.0,0.0001782688,0.1,0.89624655 +3831.5,3649.8792,0.015910743,1453.8112,2880000.0,1981.0,180000.0,,44992.0,0.0001780128,0.1,0.85893583 +3827.8,3654.289,0.008323152,1455.1863,2890000.0,1986.0,180625.0,,45152.0,0.0001777568,0.1,0.8698195 +3853.4,3659.5076,0.014344601,1455.8232,2900000.0,1992.0,181250.0,,45312.0,0.0001775008,0.1,0.8425953 +3866.8,3665.1565,0.008546806,1457.9158,2910000.0,1996.0,181875.0,,45440.0,0.000177296,0.1,0.8303678 +3915.9,3671.3743,-0.00088549603,1458.5415,2920000.0,2002.0,182500.0,,45600.0,0.00017704,0.1,0.7682937 +3859.3,3676.8235,-0.003030307,1459.1633,2930000.0,2008.0,183125.0,,45760.0,0.000176784,0.1,0.8496401 +3777.3,3681.0015,0.019249192,1459.7815,2940000.0,2014.0,183750.0,,45920.0,0.000176528,0.1,0.73386 +3693.7,3684.2234,-0.006067034,1460.396,2950000.0,2020.0,184375.0,,46080.0,0.000176272,0.1,0.87552416 +3656.1,3686.593,0.018859034,1461.007,2960000.0,2026.0,185000.0,,46240.0,0.000176016,0.1,0.7530336 +3695.4,3689.36,-0.0017160374,1461.6141,2970000.0,2032.0,185625.0,,46400.0,0.00017576,0.1,0.8490686 +3708.3,3692.022,0.020159842,1462.2179,2980000.0,2038.0,186250.0,,46560.0,0.000175504,0.1,0.76515704 +3795.5,3694.829,0.0013558908,1463.534,2990000.0,2043.0,186875.0,,46688.0,0.0001752992,0.1,0.897239 +3815.1,3697.508,0.0047890875,1464.1288,3000000.0,2049.0,187500.0,,46848.0,0.0001750432,0.1,0.8610731 +3871.8,3700.894,0.018098144,1465.4333,3010000.0,2054.0,188125.0,,47008.0,0.0001747872,0.1,0.80620736 +3830.2,3704.213,0.0019389545,1466.0194,3020000.0,2060.0,188750.0,,47168.0,0.0001745312,0.1,0.9559862 +3839.5,3707.5679,0.006822898,1466.6022,3030000.0,2066.0,189375.0,,47328.0,0.0001742752,0.1,0.9200709 +3836.0,3710.759,0.0076897587,1467.8899,3040000.0,2071.0,190000.0,,47488.0,0.0001740192,0.1,0.76944554 +3867.2,3714.147,0.016028717,1469.1715,3050000.0,2076.0,190625.0,,47648.0,0.0001737632,0.1,0.7455383 +3858.3,3716.794,0.023538776,1470.4469,3060000.0,2081.0,191250.0,,47808.0,0.0001735072,0.1,0.79853344 +3828.9,3719.498,0.015303897,1471.011,3070000.0,2087.0,191875.0,,47968.0,0.0001732512,0.1,0.704406 +3822.7,3722.1392,0.0037551585,1472.9795,3080000.0,2091.0,192500.0,,48096.0,0.0001730464,0.1,0.7547691 +3893.9,3725.9094,0.007880909,1473.5336,3090000.0,2097.0,193125.0,,48256.0,0.0001727904,0.1,0.8315238 +3864.7,3728.7,0.019858353,1474.7859,3100000.0,2102.0,193750.0,,48416.0,0.0001725344,0.1,0.78606147 +3810.4,3730.5518,0.006107684,1475.332,3110000.0,2108.0,194375.0,,48576.0,0.0001722784,0.1,0.7519069 +3708.0,3730.9736,0.012368985,1476.5736,3120000.0,2113.0,195000.0,,48736.0,0.0001720224,0.1,0.71771395 +3720.9,3732.248,0.013523295,1477.1118,3130000.0,2119.0,195625.0,,48896.0,0.0001717664,0.1,0.6910749 +3764.7,3733.9688,0.0071156593,1478.3428,3140000.0,2124.0,196250.0,,49056.0,0.0001715104,0.1,0.7283633 +3915.7,3737.021,0.0055060186,1479.5679,3150000.0,2129.0,196875.0,,49216.0,0.0001712544,0.1,0.6258023 +3919.5,3740.1416,0.011404194,1480.7872,3160000.0,2134.0,197500.0,,49344.0,0.0001710496,0.1,0.7145979 +3903.1,3743.2646,0.010384463,1482.001,3170000.0,2139.0,198125.0,,49504.0,0.0001707936,0.1,0.81774414 +3849.0,3746.2358,0.0039634625,1483.209,3180000.0,2144.0,198750.0,,49664.0,0.0001705376,0.1,0.7479936 +3862.7,3748.9736,-0.00021735192,1484.4114,3190000.0,2149.0,199375.0,,49824.0,0.0001702816,0.1,0.73077536 +3889.8,3752.378,0.016448123,1485.6082,3200000.0,2154.0,200000.0,,49984.0,0.0001700256,0.1,0.8422182 +3832.9,3755.2039,-0.0043684077,1486.1111,3210000.0,2160.0,200625.0,,50144.0,0.0001697696,0.1,0.7142859 +3876.3,3758.2402,0.00090028613,1487.298,3220000.0,2165.0,201250.0,,50304.0,0.0001695136,0.1,0.7819569 +3900.7,3761.0908,0.009507065,1488.4792,3230000.0,2170.0,201875.0,,50464.0,0.0001692576,0.1,0.62914824 +3910.0,3763.723,0.006770657,1489.6552,3240000.0,2175.0,202500.0,,50624.0,0.0001690016,0.1,0.791599 +3879.9,3765.991,0.022018038,1490.8257,3250000.0,2180.0,203125.0,,50752.0,0.0001687968,0.1,0.75476664 +3830.7,3768.2466,-0.0063420553,1491.9908,3260000.0,2185.0,203750.0,,50912.0,0.0001685408,0.1,0.74979097 +3818.1,3769.6738,-0.005020556,1491.7883,3270000.0,2192.0,204375.0,,51072.0,0.0001682848,0.1,0.6806726 +3803.0,3770.3674,-0.0025913846,1492.2657,3280000.0,2198.0,205000.0,,51232.0,0.0001680288,0.1,0.7377528 +3803.8,3771.2878,-0.004484842,1492.7405,3290000.0,2204.0,205625.0,,51392.0,0.0001677728,0.1,0.8149749 +3794.3,3772.491,0.011851926,1493.8887,3300000.0,2209.0,206250.0,,51552.0,0.0001675168,0.1,0.80038446 +3769.4,3774.2322,-0.0019965176,1495.0316,3310000.0,2214.0,206875.0,,51712.0,0.0001672608,0.1,0.6974536 +3740.0,3775.403,0.0061146007,1495.4955,3320000.0,2220.0,207500.0,,51872.0,0.0001670048,0.1,0.7909124 +3730.0,3775.904,0.0056653954,1496.6293,3330000.0,2225.0,208125.0,,52000.0,0.0001668,0.1,0.69632965 +3797.8,3776.3752,0.0016948851,1497.7578,3340000.0,2230.0,208750.0,,52160.0,0.000166544,0.1,0.81149745 +3816.8,3777.454,-0.0052083516,1497.5414,3350000.0,2237.0,209375.0,,52320.0,0.000166288,0.1,0.74527174 +3868.7,3779.179,0.0058973525,1498.6619,3360000.0,2242.0,210000.0,,52480.0,0.000166032,0.1,0.72717035 +3877.0,3781.5623,-0.008358154,1498.4437,3370000.0,2249.0,210625.0,,52640.0,0.000165776,0.1,0.75166595 +3882.9,3784.615,-0.007483408,1499.5564,3380000.0,2254.0,211250.0,,52800.0,0.00016552,0.1,0.76660436 +3766.1,3786.416,0.0035084176,1500.0,3390000.0,2260.0,211875.0,,52960.0,0.000165264,0.1,0.6498928 +3794.6,3788.225,0.01306822,1501.1038,3400000.0,2265.0,212500.0,,53120.0,0.000165008,0.1,0.8339534 +3729.6,3788.985,0.0236629,1501.5411,3410000.0,2271.0,213125.0,,53280.0,0.000164752,0.1,0.7634305 +3774.0,3790.3896,-0.0024501719,1501.9763,3420000.0,2277.0,213750.0,,53408.0,0.0001645472,0.1,0.7399221 +3811.9,3791.306,-0.0052803876,1503.0675,3430000.0,2282.0,214375.0,,53568.0,0.0001642912,0.1,0.7649525 +3861.4,3792.7764,0.0070495596,1503.4965,3440000.0,2288.0,215000.0,,53728.0,0.0001640352,0.1,0.7865937 +3851.4,3793.4734,0.010268497,1504.5791,3450000.0,2293.0,215625.0,,53888.0,0.0001637792,0.1,0.6784069 +3794.7,3793.9521,0.0030288242,1505.6571,3460000.0,2298.0,216250.0,,54048.0,0.0001635232,0.1,0.8601198 +3781.6,3794.8804,-0.00637454,1506.7303,3470000.0,2303.0,216875.0,,54208.0,0.0001632672,0.1,0.7996658 +3807.3,3795.7332,0.005826095,1507.146,3480000.0,2309.0,217500.0,,54368.0,0.0001630112,0.1,0.7565305 +3920.7,3797.894,-0.0022734026,1508.2109,3490000.0,2314.0,218125.0,,54528.0,0.0001627552,0.1,0.8696575 +3944.2,3800.571,0.0114209,1509.9224,3500000.0,2318.0,218750.0,,54656.0,0.0001625504,0.1,0.85982907 +3999.7,3803.935,0.013060508,1510.9772,3510000.0,2323.0,219375.0,,54816.0,0.0001622944,0.1,0.83711374 +3895.7,3806.0984,0.0003462095,1511.3783,3520000.0,2329.0,220000.0,,54976.0,0.0001620384,0.1,0.75580585 +3948.1,3808.8428,0.0064785387,1512.425,3530000.0,2334.0,220625.0,,55136.0,0.0001617824,0.1,0.67253053 +3845.5,3810.2434,-0.0035864662,1513.4673,3540000.0,2339.0,221250.0,,55296.0,0.0001615264,0.1,0.7203443 +3837.5,3811.671,-0.0051906314,1514.5051,3550000.0,2344.0,221875.0,,55456.0,0.0001612704,0.1,0.7448981 +3894.0,3813.7336,-0.005507207,1515.5386,3560000.0,2349.0,222500.0,,55616.0,0.0001610144,0.1,0.7884764 +3867.7,3814.964,0.010210429,1516.5675,3570000.0,2354.0,223125.0,,55776.0,0.0001607584,0.1,0.77897924 +3857.6,3814.9255,0.0039085504,1517.5922,3580000.0,2359.0,223750.0,,55936.0,0.0001605024,0.1,0.7243337 +3791.6,3814.0427,-0.005144855,1518.6125,3590000.0,2364.0,224375.0,,56064.0,0.0001602976,0.1,0.78959846 +3814.2,3813.3516,-0.0036016584,1519.6285,3600000.0,2369.0,225000.0,,56224.0,0.0001600416,0.1,0.81742156 +3835.5,3814.271,-0.002405353,1520.0,3610000.0,2375.0,225625.0,,56384.0,0.0001597856,0.1,0.74097437 +3889.2,3815.3557,0.010010232,1521.0084,3620000.0,2380.0,226250.0,,56544.0,0.0001595296,0.1,0.70896244 +3921.2,3817.3696,0.00061792997,1522.0126,3630000.0,2385.0,226875.0,,56704.0,0.0001592736,0.1,0.8304179 +3911.3,3819.291,-0.0019490008,1523.0126,3640000.0,2390.0,227500.0,,56864.0,0.0001590176,0.1,0.8193902 +3827.8,3820.9868,0.0024610057,1524.0083,3650000.0,2395.0,228125.0,,57024.0,0.0001587616,0.1,0.7278354 +3854.6,3822.7222,-0.004847338,1524.3649,3660000.0,2401.0,228750.0,,57184.0,0.0001585056,0.1,0.90315413 +3863.4,3824.4373,0.0036839147,1525.9875,3670000.0,2405.0,229375.0,,57312.0,0.0001583008,0.1,0.82986206 +3898.1,3825.701,0.007979158,1526.971,3680000.0,2410.0,230000.0,,57472.0,0.0001580448,0.1,0.6792002 +3906.2,3826.9255,-0.001313233,1527.3179,3690000.0,2416.0,230625.0,,57632.0,0.0001577888,0.1,0.6918049 +3907.2,3828.482,0.011946529,1528.2941,3700000.0,2421.0,231250.0,,57792.0,0.0001575328,0.1,0.7224567 +3956.1,3830.3635,-0.0052080154,1529.2662,3710000.0,2426.0,231875.0,,57952.0,0.0001572768,0.1,0.7320508 +3925.4,3832.3557,-0.00027920638,1530.2345,3720000.0,2431.0,232500.0,,58112.0,0.0001570208,0.1,0.616915 +3895.2,3833.2336,0.0014695472,1531.1987,3730000.0,2436.0,233125.0,,58272.0,0.0001567648,0.1,0.67979527 +3951.9,3834.3171,-0.0017758184,1531.5315,3740000.0,2442.0,233750.0,,58432.0,0.0001565088,0.1,0.6497024 +3930.4,3834.799,-0.0048489603,1532.4888,3750000.0,2447.0,234375.0,,58592.0,0.0001562528,0.1,0.7057866 +4001.2,3836.1877,0.0010885559,1533.4421,3760000.0,2452.0,235000.0,,58720.0,0.000156048,0.1,0.73678786 +3995.7,3838.1738,1.0323129e-07,1533.7673,3770000.0,2458.0,235625.0,,58880.0,0.000155792,0.1,0.62857187 +3991.0,3841.1187,0.0070227236,1534.091,3780000.0,2464.0,236250.0,,59040.0,0.000155536,0.1,0.7142093 +3932.6,3843.0234,-0.0013382287,1534.413,3790000.0,2470.0,236875.0,,59200.0,0.00015528,0.1,0.6100173 +3930.4,3844.6829,-0.0040895035,1534.7334,3800000.0,2476.0,237500.0,,59360.0,0.000155024,0.1,0.69577336 +3936.7,3846.1519,0.00017951924,1535.6711,3810000.0,2481.0,238125.0,,59520.0,0.000154768,0.1,0.72517884 +3966.2,3847.8525,0.0033550782,1536.605,3820000.0,2486.0,238750.0,,59680.0,0.000154512,0.1,0.76634014 +3985.8,3849.627,0.004421145,1536.9181,3830000.0,2492.0,239375.0,,59840.0,0.000154256,0.1,0.6475115 +3970.2,3851.2537,-0.008207614,1537.8455,3840000.0,2497.0,240000.0,,60000.0,0.000154,0.1,0.7637117 +3953.1,3853.3147,-0.0016756398,1539.3843,3850000.0,2501.0,240625.0,,60128.0,0.0001537952,0.1,0.70046616 +3900.2,3854.8857,0.0069553065,1540.3032,3860000.0,2506.0,241250.0,,60288.0,0.0001535392,0.1,0.84229165 +3883.7,3855.9475,-0.003986321,1540.6051,3870000.0,2512.0,241875.0,,60448.0,0.0001532832,0.1,0.6878736 +3904.2,3856.6748,0.0024754608,1541.5177,3880000.0,2517.0,242500.0,,60608.0,0.0001530272,0.1,0.6441599 +3972.6,3858.1228,0.0038892378,1542.4266,3890000.0,2522.0,243125.0,,60768.0,0.0001527712,0.1,0.67297804 +3966.8,3859.2566,-0.00047280267,1543.332,3900000.0,2527.0,243750.0,,60928.0,0.0001525152,0.1,0.7216127 +4000.9,3860.598,-2.2818218e-05,1543.6241,3910000.0,2533.0,244375.0,,61088.0,0.0001522592,0.1,0.6533599 +3985.6,3861.295,0.005069496,1544.5232,3920000.0,2538.0,245000.0,,61248.0,0.0001520032,0.1,0.69620824 +4015.4,3862.8562,-0.006339146,1545.4188,3930000.0,2543.0,245625.0,,61376.0,0.0001517984,0.1,0.6816326 +4017.3,3865.2559,-0.00056208845,1546.3108,3940000.0,2548.0,246250.0,,61536.0,0.0001515424,0.1,0.73890555 +3956.2,3867.8806,-0.007040631,1547.1993,3950000.0,2553.0,246875.0,,61696.0,0.0001512864,0.1,0.67160505 +3894.0,3870.26,-0.0016277096,1548.0845,3960000.0,2558.0,247500.0,,61856.0,0.0001510304,0.1,0.6608935 +3833.4,3871.6396,-0.0074610044,1548.3619,3970000.0,2564.0,248125.0,,62016.0,0.0001507744,0.1,0.66826284 +3909.1,3873.6477,0.0046068924,1549.241,3980000.0,2569.0,248750.0,,62176.0,0.0001505184,0.1,0.6488533 +3921.8,3874.911,-0.005341204,1550.1166,3990000.0,2574.0,249375.0,,62336.0,0.0001502624,0.1,0.68286854 +3983.5,3876.595,-0.0035615752,1550.9888,4000000.0,2579.0,250000.0,,62496.0,0.0001500064,0.1,0.7090483 +3930.9,3877.186,-0.00015029573,1551.8575,4010000.0,2584.0,250625.0,,62656.0,0.0001497504,0.1,0.61665684 +3869.3,3877.5771,0.0055038007,1552.723,4020000.0,2589.0,251250.0,,62784.0,0.0001495456,0.1,0.7231121 +3927.3,3878.4553,0.0113917235,1552.9866,4030000.0,2595.0,251875.0,,62944.0,0.0001492896,0.1,0.6834829 +3961.9,3879.7144,-0.007979664,1553.8462,4040000.0,2600.0,252500.0,,63104.0,0.0001490336,0.1,0.67525053 +3956.0,3880.6023,0.017131463,1554.7025,4050000.0,2605.0,253125.0,,63264.0,0.0001487776,0.1,0.5807008 +3927.2,3881.291,0.0021415034,1555.5555,4060000.0,2610.0,253750.0,,63424.0,0.0001485216,0.1,0.7439177 +3908.0,3882.0818,-0.004391269,1555.8104,4070000.0,2616.0,254375.0,,63584.0,0.0001482656,0.1,0.7656051 +3956.1,3883.4155,0.0014162557,1556.6577,4080000.0,2621.0,255000.0,,63744.0,0.0001480096,0.1,0.69193757 +3963.5,3884.1116,-0.008448305,1556.909,4090000.0,2627.0,255625.0,,63904.0,0.0001477536,0.1,0.66537136 +4017.3,3885.6377,-0.008857059,1557.7507,4100000.0,2632.0,256250.0,,64032.0,0.0001475488,0.1,0.66325366 +3997.7,3887.511,-0.0016270903,1557.9985,4110000.0,2638.0,256875.0,,64192.0,0.0001472928,0.1,0.67317736 +3945.2,3889.8826,0.003671791,1557.656,4120000.0,2645.0,257500.0,,64352.0,0.0001470368,0.1,0.645043 +3907.9,3891.753,-0.007046785,1557.9027,4130000.0,2651.0,258125.0,,64512.0,0.0001467808,0.1,0.74207693 +3902.1,3893.1265,-0.0025054342,1558.735,4140000.0,2656.0,258750.0,,64672.0,0.0001465248,0.1,0.67120564 +3936.1,3893.331,-0.008540441,1558.9783,4150000.0,2662.0,259375.0,,64832.0,0.0001462688,0.1,0.76329494 +3899.4,3893.13,0.009065742,1559.805,4160000.0,2667.0,260000.0,,64992.0,0.0001460128,0.1,0.5800635 +3928.4,3893.383,-0.009491174,1560.6288,4170000.0,2672.0,260625.0,,65152.0,0.0001457568,0.1,0.74172056 +3893.6,3893.8289,-0.0030954722,1560.8663,4180000.0,2678.0,261250.0,,65312.0,0.0001455008,0.1,0.6499474 +3949.1,3894.693,-0.0019456004,1561.1028,4190000.0,2684.0,261875.0,,65440.0,0.000145296,0.1,0.70287937 +3947.4,3895.269,-0.0070932605,1561.3383,4200000.0,2690.0,262500.0,,65600.0,0.00014504,0.1,0.67444897 +3970.1,3896.6406,0.00013187082,1562.1521,4210000.0,2695.0,263125.0,,65760.0,0.000144784,0.1,0.62133247 +3983.4,3897.712,-0.005421647,1562.963,4220000.0,2700.0,263750.0,,65920.0,0.000144528,0.1,0.6627545 +3915.9,3897.864,-0.006121125,1563.7708,4230000.0,2705.0,264375.0,,66080.0,0.000144272,0.1,0.6914532 +3936.5,3898.1292,-0.0002879004,1564.5757,4240000.0,2710.0,265000.0,,66240.0,0.000144016,0.1,0.6798799 +3923.5,3898.565,-0.005024814,1564.8011,4250000.0,2716.0,265625.0,,66400.0,0.00014376,0.1,0.6929941 +3878.5,3899.0427,-0.004361654,1565.6008,4260000.0,2721.0,266250.0,,66560.0,0.000143504,0.1,0.7043623 +3829.0,3899.1519,-0.0093239425,1566.3977,4270000.0,2726.0,266875.0,,66688.0,0.0001432992,0.1,0.7247863 +3818.0,3899.3018,-0.0015180575,1566.6179,4280000.0,2732.0,267500.0,,66848.0,0.0001430432,0.1,0.65924984 +3905.7,3900.321,-0.0030830558,1567.4095,4290000.0,2737.0,268125.0,,67008.0,0.0001427872,0.1,0.6641016 +3877.7,3901.1548,0.0037646769,1567.6267,4300000.0,2743.0,268750.0,,67168.0,0.0001425312,0.1,0.54722655 +3915.2,3902.6125,-0.0012811495,1568.4135,4310000.0,2748.0,269375.0,,67328.0,0.0001422752,0.1,0.76475537 +3976.9,3904.9814,-1.0783144e-05,1568.6274,4320000.0,2754.0,270000.0,,67488.0,0.0001420192,0.1,0.67033064 +4032.0,3908.0015,-0.0059834686,1569.4092,4330000.0,2759.0,270625.0,,67648.0,0.0001417632,0.1,0.6372257 +3916.4,3909.1882,0.010785686,1569.6202,4340000.0,2765.0,271250.0,,67808.0,0.0001415072,0.1,0.7664213 +3922.7,3910.2468,-0.009625758,1570.3971,4350000.0,2770.0,271875.0,,67968.0,0.0001412512,0.1,0.7594782 +3949.9,3911.0588,7.2316645e-05,1571.1711,4360000.0,2775.0,272500.0,,68096.0,0.0001410464,0.1,0.6147572 +3921.9,3911.5078,0.002574043,1571.3772,4370000.0,2781.0,273125.0,,68256.0,0.0001407904,0.1,0.6825151 +3918.6,3911.865,-0.0073361257,1571.5824,4380000.0,2787.0,273750.0,,68416.0,0.0001405344,0.1,0.74662304 +3875.1,3912.955,-0.0046472233,1571.7866,4390000.0,2793.0,274375.0,,68576.0,0.0001402784,0.1,0.631243 +3863.2,3913.6409,0.004130325,1572.5519,4400000.0,2798.0,275000.0,,68736.0,0.0001400224,0.1,0.7122509 +3871.7,3915.0615,0.0022999207,1573.3143,4410000.0,2803.0,275625.0,,68896.0,0.0001397664,0.1,0.66393805 +3920.6,3916.5276,0.019717105,1573.5137,4420000.0,2809.0,276250.0,,69056.0,0.0001395104,0.1,0.71528524 +3957.9,3917.9878,-0.0020474156,1574.2715,4430000.0,2814.0,276875.0,,69216.0,0.0001392544,0.1,0.68315876 +3986.4,3919.2378,-0.0017868131,1574.4681,4440000.0,2820.0,277500.0,,69344.0,0.0001390496,0.1,0.6937398 +3990.2,3920.626,-0.003153513,1574.6638,4450000.0,2826.0,278125.0,,69504.0,0.0001387936,0.1,0.6541829 +3918.3,3921.8618,-0.0042597847,1575.415,4460000.0,2831.0,278750.0,,69664.0,0.0001385376,0.1,0.71339333 +3877.2,3922.8179,4.299276e-06,1576.1636,4470000.0,2836.0,279375.0,,69824.0,0.0001382816,0.1,0.66399515 +3852.9,3923.2737,-0.0076061,1576.3547,4480000.0,2842.0,280000.0,,69984.0,0.0001380256,0.1,0.75558996 +3802.5,3922.0918,0.0056668804,1576.5449,4490000.0,2848.0,280625.0,,70144.0,0.0001377696,0.1,0.706562 +3766.4,3920.3137,-0.0050731064,1577.2871,4500000.0,2853.0,281250.0,,70304.0,0.0001375136,0.1,0.6628094 +3851.9,3918.836,-0.0027152994,1578.0266,4510000.0,2858.0,281875.0,,70464.0,0.0001372576,0.1,0.79613245 +3845.4,3918.333,-0.0048617367,1578.7635,4520000.0,2863.0,282500.0,,70624.0,0.0001370016,0.1,0.7664554 +3871.6,3917.568,-0.007439963,1579.4979,4530000.0,2868.0,283125.0,,70752.0,0.0001367968,0.1,0.7736436 +3797.5,3917.088,-0.003151712,1580.2297,4540000.0,2873.0,283750.0,,70912.0,0.0001365408,0.1,0.6972731 +3822.1,3916.9338,-0.0085885655,1580.4099,4550000.0,2879.0,284375.0,,71072.0,0.0001362848,0.1,0.72394216 +3904.4,3917.0378,-0.0048650317,1581.1373,4560000.0,2884.0,285000.0,,71232.0,0.0001360288,0.1,0.73781824 +3899.0,3917.3506,-0.0030822393,1581.8622,4570000.0,2889.0,285625.0,,71392.0,0.0001357728,0.1,0.70956284 +3872.9,3917.5042,-0.0005982115,1582.038,4580000.0,2895.0,286250.0,,71552.0,0.0001355168,0.1,0.8134609 +3873.9,3918.3271,-0.0058956644,1582.7587,4590000.0,2900.0,286875.0,,71712.0,0.0001352608,0.1,0.61844707 +3850.5,3918.69,-0.008324774,1583.4768,4600000.0,2905.0,287500.0,,71872.0,0.0001350048,0.1,0.7897473 +3799.6,3918.331,-0.010705238,1583.6482,4610000.0,2911.0,288125.0,,72000.0,0.0001348,0.1,0.7817941 +3817.7,3917.6157,0.0040089265,1583.819,4620000.0,2917.0,288750.0,,72160.0,0.000134544,0.1,0.68281364 +3803.1,3916.4346,-0.004761073,1584.5311,4630000.0,2922.0,289375.0,,72320.0,0.000134288,0.1,0.780613 +3829.9,3915.6208,0.00042398734,1584.6995,4640000.0,2928.0,290000.0,,72480.0,0.000134032,0.1,0.5477658 +3861.2,3915.9546,0.005830056,1585.4075,4650000.0,2933.0,290625.0,,72640.0,0.000133776,0.1,0.71366405 +3935.2,3916.7607,-0.0060637426,1585.5734,4660000.0,2939.0,291250.0,,72800.0,0.00013352,0.1,0.73997283 +3992.5,3918.0515,-0.0048052473,1586.2772,4670000.0,2944.0,291875.0,,72960.0,0.000133264,0.1,0.6605897 +3973.4,3918.8047,0.0006527676,1586.4407,4680000.0,2950.0,292500.0,,73120.0,0.000133008,0.1,0.7459911 +3979.6,3919.5388,-0.0018310747,1586.6035,4690000.0,2956.0,293125.0,,73280.0,0.000132752,0.1,0.6296214 +3950.2,3919.9688,-0.0019682425,1587.3016,4700000.0,2961.0,293750.0,,73408.0,0.0001325472,0.1,0.6549026 +3954.0,3919.9475,-0.0026641001,1587.9973,4710000.0,2966.0,294375.0,,73568.0,0.0001322912,0.1,0.6573909 +3959.4,3920.2878,-0.0095621245,1588.6907,4720000.0,2971.0,295000.0,,73728.0,0.0001320352,0.1,0.73030245 +3957.0,3920.906,-0.008190542,1589.916,4730000.0,2975.0,295625.0,,73888.0,0.0001317792,0.1,0.6780075 +4060.8,3921.995,-0.0021104617,1590.604,4740000.0,2980.0,296250.0,,74048.0,0.0001315232,0.1,0.6511576 +4058.2,3923.2727,-0.0029994387,1590.7568,4750000.0,2986.0,296875.0,,74208.0,0.0001312672,0.1,0.77081466 +4048.6,3923.7468,0.0009426727,1591.441,4760000.0,2991.0,297500.0,,74368.0,0.0001310112,0.1,0.63652253 +4003.0,3923.8196,0.007290534,1592.1228,4770000.0,2996.0,298125.0,,74528.0,0.0001307552,0.1,0.6888207 +4030.0,3924.2097,-0.0043381555,1592.8024,4780000.0,3001.0,298750.0,,74656.0,0.0001305504,0.1,0.66610044 +4006.4,3924.9478,-0.013264414,1592.9498,4790000.0,3007.0,299375.0,,74816.0,0.0001302944,0.1,0.7595993 +4004.1,3925.685,-0.0066208593,1593.6255,4800000.0,3012.0,300000.0,,74976.0,0.0001300384,0.1,0.6865632 +4001.6,3926.3337,-0.0019416186,1594.299,4810000.0,3017.0,300625.0,,75136.0,0.0001297824,0.1,0.736622 +4010.0,3926.7722,-0.0054488825,1594.4426,4820000.0,3023.0,301250.0,,75296.0,0.0001295264,0.1,0.54912484 +4008.1,3926.9946,-0.0073910067,1595.1123,4830000.0,3028.0,301875.0,,75456.0,0.0001292704,0.1,0.6699292 +4031.3,3927.606,-0.0060316515,1595.7798,4840000.0,3033.0,302500.0,,75616.0,0.0001290144,0.1,0.699331 +4014.8,3928.2231,0.0019484609,1596.4451,4850000.0,3038.0,303125.0,,75776.0,0.0001287584,0.1,0.703752 +3950.5,3928.7263,0.0004600644,1597.1082,4860000.0,3043.0,303750.0,,75936.0,0.0001285024,0.1,0.6367568 +3941.5,3929.3044,-0.002021119,1598.2935,4870000.0,3047.0,304375.0,,76064.0,0.0001282976,0.1,0.7071078 +4024.3,3930.5054,-0.01253647,1598.9515,4880000.0,3052.0,305000.0,,76224.0,0.0001280416,0.1,0.67890024 +4000.3,3930.7822,-0.002434882,1599.0844,4890000.0,3058.0,305625.0,,76384.0,0.0001277856,0.1,0.6019969 +3967.3,3930.7876,-0.0069744145,1599.7388,4900000.0,3063.0,306250.0,,76544.0,0.0001275296,0.1,0.70771575 +3955.0,3930.3281,-0.0017422885,1600.3911,4910000.0,3068.0,306875.0,,76704.0,0.0001272736,0.1,0.6748097 +3984.0,3930.3123,-0.003666355,1601.0414,4920000.0,3073.0,307500.0,,76864.0,0.0001270176,0.1,0.6998023 +3935.7,3929.515,-0.004650782,1601.6895,4930000.0,3078.0,308125.0,,77024.0,0.0001267616,0.1,0.5647872 +3939.2,3928.7336,0.0007319488,1601.8158,4940000.0,3084.0,308750.0,,77184.0,0.0001265056,0.1,0.6769373 +3910.0,3928.272,-0.006827205,1602.4603,4950000.0,3089.0,309375.0,,77312.0,0.0001263008,0.1,0.69901204 +3940.9,3928.741,-0.00714927,1603.1028,4960000.0,3094.0,310000.0,,77472.0,0.0001260448,0.1,0.7088226 +3956.7,3929.974,-0.007653314,1603.7432,4970000.0,3099.0,310625.0,,77632.0,0.0001257888,0.1,0.7251843 +3901.4,3929.8972,-0.00089469075,1603.8647,4980000.0,3105.0,311250.0,,77792.0,0.0001255328,0.1,0.67378914 +3930.5,3929.9841,-0.0034010601,1603.9858,4990000.0,3111.0,311875.0,,77952.0,0.0001252768,0.1,0.6341686 +3930.7,3929.456,-0.0066294973,1604.6213,5000000.0,3116.0,312500.0,,78112.0,0.0001250208,0.1,0.82179236 +3990.2,3930.049,-0.005927989,1605.2548,5010000.0,3121.0,313125.0,,78272.0,0.0001247648,0.1,0.56866056 +3986.7,3931.2224,-0.006151091,1605.3726,5020000.0,3127.0,313750.0,,78432.0,0.0001245088,0.1,0.74583304 +3959.7,3931.5466,0.0011982939,1606.0026,5030000.0,3132.0,314375.0,,78592.0,0.0001242528,0.1,0.68908966 +4026.9,3932.1965,-0.00047587106,1606.6305,5040000.0,3137.0,315000.0,,78720.0,0.000124048,0.1,0.6178981 +4000.0,3932.637,-0.010215803,1607.2565,5050000.0,3142.0,315625.0,,78880.0,0.000123792,0.1,0.78627247 +4051.3,3933.878,-0.0024145292,1607.8805,5060000.0,3147.0,316250.0,,79040.0,0.000123536,0.1,0.597744 +4058.5,3935.383,-0.009578279,1608.5026,5070000.0,3152.0,316875.0,,79200.0,0.00012328,0.1,0.8243067 +4094.5,3936.7668,-0.0083847325,1609.1226,5080000.0,3157.0,317500.0,,79360.0,0.000123024,0.1,0.69912016 +3976.5,3936.8972,-0.006971121,1609.7407,5090000.0,3162.0,318125.0,,79520.0,0.000122768,0.1,0.6758901 +3953.7,3936.2607,-0.0014714908,1610.3568,5100000.0,3167.0,318750.0,,79680.0,0.000122512,0.1,0.5722686 +3899.7,3935.2805,-0.009920459,1610.971,5110000.0,3172.0,319375.0,,79840.0,0.000122256,0.1,0.75871515 +3943.0,3935.2585,-0.0076166377,1611.5833,5120000.0,3177.0,320000.0,,80000.0,0.000122,0.1,0.6098354 +3946.2,3935.6418,0.004564966,1612.1936,5130000.0,3182.0,320625.0,,80128.0,0.0001217952,0.1,0.65439177 +4005.4,3936.6748,0.0012363949,1612.802,5140000.0,3187.0,321250.0,,80288.0,0.0001215392,0.1,0.7298135 +3968.4,3936.998,-0.008711284,1612.9032,5150000.0,3193.0,321875.0,,80448.0,0.0001212832,0.1,0.7002137 +3986.5,3937.8687,-0.0078615425,1613.5084,5160000.0,3198.0,322500.0,,80608.0,0.0001210272,0.1,0.6258614 +4037.1,3938.956,-0.0030175105,1614.1118,5170000.0,3203.0,323125.0,,80768.0,0.0001207712,0.1,0.7355834 +4092.8,3940.9478,-0.011373668,1614.2101,5180000.0,3209.0,323750.0,,80928.0,0.0001205152,0.1,0.7692517 +4033.3,3941.79,-0.0034027454,1614.8102,5190000.0,3214.0,324375.0,,81088.0,0.0001202592,0.1,0.60042775 +3978.7,3942.1028,-0.0020829143,1615.4086,5200000.0,3219.0,325000.0,,81248.0,0.0001200032,0.1,0.67875373 +3946.7,3941.8687,-0.004909483,1616.005,5210000.0,3224.0,325625.0,,81376.0,0.0001197984,0.1,0.6945087 +3935.7,3941.3916,-0.009624738,1616.5996,5220000.0,3229.0,326250.0,,81536.0,0.0001195424,0.1,0.7188865 +3918.5,3941.4175,-0.0055908733,1616.6924,5230000.0,3235.0,326875.0,,81696.0,0.0001192864,0.1,0.7594318 +3987.4,3941.9265,-0.008765844,1617.2839,5240000.0,3240.0,327500.0,,81856.0,0.0001190304,0.1,0.65370476 +3940.5,3942.0972,-0.0046224906,1617.8737,5250000.0,3245.0,328125.0,,82016.0,0.0001187744,0.1,0.72314936 +4019.5,3943.5068,-0.007821233,1618.4615,5260000.0,3250.0,328750.0,,82176.0,0.0001185184,0.1,0.6321354 +3977.5,3944.9922,-0.0016967909,1619.0476,5270000.0,3255.0,329375.0,,82336.0,0.0001182624,0.1,0.6955353 +4021.5,3947.0269,-0.005226974,1619.1353,5280000.0,3261.0,330000.0,,82496.0,0.0001180064,0.1,0.6810999 +3906.0,3947.03,-0.008102631,1619.7183,5290000.0,3266.0,330625.0,,82656.0,0.0001177504,0.1,0.64100194 +3864.5,3946.8977,-0.0052493582,1620.7952,5300000.0,3270.0,331250.0,,82784.0,0.0001175456,0.1,0.6551821 +3890.1,3946.647,-0.00422282,1620.8792,5310000.0,3276.0,331875.0,,82944.0,0.0001172896,0.1,0.6682719 +3917.7,3946.0547,-0.010127305,1620.9628,5320000.0,3282.0,332500.0,,83104.0,0.0001170336,0.1,0.66922677 +3927.9,3945.0137,0.0026796174,1621.0463,5330000.0,3288.0,333125.0,,83264.0,0.0001167776,0.1,0.6811397 +3861.3,3944.463,-0.008594554,1621.6216,5340000.0,3293.0,333750.0,,83424.0,0.0001165216,0.1,0.68999696 +3927.4,3944.51,-0.0059603453,1622.1953,5350000.0,3298.0,334375.0,,83584.0,0.0001162656,0.1,0.6450236 +3984.0,3944.8508,-0.0076791183,1622.7672,5360000.0,3303.0,335000.0,,83744.0,0.0001160096,0.1,0.68321455 +3965.0,3945.2822,-0.008560185,1623.3374,5370000.0,3308.0,335625.0,,83904.0,0.0001157536,0.1,0.72325975 +3931.0,3945.406,-0.0038880939,1623.9059,5380000.0,3313.0,336250.0,,84032.0,0.0001155488,0.1,0.8144464 +3924.5,3945.9,-0.008743791,1623.9832,5390000.0,3319.0,336875.0,,84192.0,0.0001152928,0.1,0.65574193 +3975.2,3947.0198,-0.008204022,1624.5487,5400000.0,3324.0,337500.0,,84352.0,0.0001150368,0.1,0.77102304 +3965.2,3947.9546,-0.00933636,1624.6246,5410000.0,3330.0,338125.0,,84512.0,0.0001147808,0.1,0.61382675 +4008.7,3948.8357,-0.0098680565,1625.1874,5420000.0,3335.0,338750.0,,84672.0,0.0001145248,0.1,0.713879 +3916.2,3948.4185,0.0013531914,1625.7485,5430000.0,3340.0,339375.0,,84832.0,0.0001142688,0.1,0.6662492 +3877.8,3947.3328,-0.00405402,1626.3079,5440000.0,3345.0,340000.0,,84992.0,0.0001140128,0.1,0.73030734 +3880.6,3946.2366,-0.006411944,1626.8657,5450000.0,3350.0,340625.0,,85152.0,0.0001137568,0.1,0.7198379 +3924.1,3946.295,-0.0075431704,1627.4218,5460000.0,3355.0,341250.0,,85312.0,0.0001135008,0.1,0.680918 +3984.5,3947.368,-0.0070455656,1627.9762,5470000.0,3360.0,341875.0,,85440.0,0.000113296,0.1,0.7129369 +3939.5,3948.2336,0.00042335095,1628.5289,5480000.0,3365.0,342500.0,,85600.0,0.00011304,0.1,0.65066 +3990.0,3950.1086,-0.004589841,1628.5968,5490000.0,3371.0,343125.0,,85760.0,0.000112784,0.1,0.6156859 +3950.0,3951.945,-0.0076629673,1629.147,5500000.0,3376.0,343750.0,,85920.0,0.000112528,0.1,0.7039446 +3984.5,3953.2705,-0.007889353,1629.6953,5510000.0,3381.0,344375.0,,86080.0,0.000112272,0.1,0.6854939 +3957.5,3954.3918,-0.008039129,1630.2422,5520000.0,3386.0,345000.0,,86240.0,0.000112016,0.1,0.69783086 +4014.0,3955.8157,0.00041179062,1630.7874,5530000.0,3391.0,345625.0,,86400.0,0.00011176,0.1,0.6388943 +3952.0,3957.3608,-0.0034193394,1631.3309,5540000.0,3396.0,346250.0,,86560.0,0.000111504,0.1,0.65189445 +3927.7,3958.417,-9.112031e-05,1631.8729,5550000.0,3401.0,346875.0,,86688.0,0.0001112992,0.1,0.70531034 +3848.7,3957.8596,-0.00422534,1632.4133,5560000.0,3406.0,347500.0,,86848.0,0.0001110432,0.1,0.5568727 +3899.7,3957.8662,-0.010515306,1632.9523,5570000.0,3411.0,348125.0,,87008.0,0.0001107872,0.1,0.66288614 +3863.1,3957.7686,-0.006036301,1633.4895,5580000.0,3416.0,348750.0,,87168.0,0.0001105312,0.1,0.6758034 +3905.4,3958.0837,-0.006556938,1633.5476,5590000.0,3422.0,349375.0,,87328.0,0.0001102752,0.1,0.6435383 +3882.0,3958.3987,-0.00850122,1634.0823,5600000.0,3427.0,350000.0,,87488.0,0.0001100192,0.1,0.63142186 +3915.9,3959.5623,-0.004779641,1634.6154,5610000.0,3432.0,350625.0,,87648.0,0.0001097632,0.1,0.69860333 +3937.1,3960.7559,0.0006919508,1635.147,5620000.0,3437.0,351250.0,,87808.0,0.0001095072,0.1,0.5952233 +3889.7,3961.6218,-0.007710051,1635.6769,5630000.0,3442.0,351875.0,,87968.0,0.0001092512,0.1,0.72321343 +3919.7,3962.5198,-0.009076426,1636.2054,5640000.0,3447.0,352500.0,,88096.0,0.0001090464,0.1,0.7295978 +3952.1,3963.4287,0.0017389954,1636.7323,5650000.0,3452.0,353125.0,,88256.0,0.0001087904,0.1,0.5910872 +3981.6,3963.8926,-0.006446132,1637.2577,5660000.0,3457.0,353750.0,,88416.0,0.0001085344,0.1,0.6999438 +3933.0,3963.2976,-0.005768278,1637.7816,5670000.0,3462.0,354375.0,,88576.0,0.0001082784,0.1,0.7009589 +3966.5,3963.2288,-0.00516227,1638.304,5680000.0,3467.0,355000.0,,88736.0,0.0001080224,0.1,0.6050068 +3979.5,3963.2278,-0.01189725,1638.353,5690000.0,3473.0,355625.0,,88896.0,0.0001077664,0.1,0.70554507 +3968.5,3963.4111,-0.0004990908,1638.8729,5700000.0,3478.0,356250.0,,89056.0,0.0001075104,0.1,0.5760468 +4028.0,3964.151,-0.00788301,1639.3914,5710000.0,3483.0,356875.0,,89216.0,0.0001072544,0.1,0.646248 +3985.0,3964.407,-0.0037600298,1640.3785,5720000.0,3487.0,357500.0,,89344.0,0.0001070496,0.1,0.5888527 +3985.4,3964.691,-0.0085789235,1640.4237,5730000.0,3493.0,358125.0,,89504.0,0.0001067936,0.1,0.7053727 +3937.1,3963.454,-0.0030323886,1640.9376,5740000.0,3498.0,358750.0,,89664.0,0.0001065376,0.1,0.63226706 +3972.9,3962.6008,0.005293339,1641.4502,5750000.0,3503.0,359375.0,,89824.0,0.0001062816,0.1,0.56637055 +3951.4,3961.6292,-0.0069328626,1641.9612,5760000.0,3508.0,360000.0,,89984.0,0.0001060256,0.1,0.64151084 +3914.7,3960.7458,-0.0015429446,1642.4708,5770000.0,3513.0,360625.0,,90144.0,0.0001057696,0.1,0.5903622 +3968.2,3960.128,0.0014955072,1642.5121,5780000.0,3519.0,361250.0,,90304.0,0.0001055136,0.1,0.6242697 +4002.4,3960.088,-0.0026514938,1642.5532,5790000.0,3525.0,361875.0,,90464.0,0.0001052576,0.1,0.60138166 +4054.9,3960.5957,0.0018923178,1643.0594,5800000.0,3530.0,362500.0,,90624.0,0.0001050016,0.1,0.65434057 +4002.4,3960.604,-0.0057127485,1643.5643,5810000.0,3535.0,363125.0,,90752.0,0.0001047968,0.1,0.73892206 +3957.3,3960.0771,0.0009973699,1644.0677,5820000.0,3540.0,363750.0,,90912.0,0.0001045408,0.1,0.76314807 +3951.6,3959.5122,-0.0044098534,1644.1061,5830000.0,3546.0,364375.0,,91072.0,0.0001042848,0.1,0.6536687 +3866.6,3957.8647,-0.0075126775,1644.6072,5840000.0,3551.0,365000.0,,91232.0,0.0001040288,0.1,0.68332785 +3883.0,3956.5469,-0.007920105,1644.6444,5850000.0,3557.0,365625.0,,91392.0,0.0001037728,0.1,0.65696967 +3993.0,3956.972,-0.0046840217,1645.1432,5860000.0,3562.0,366250.0,,91552.0,0.0001035168,0.1,0.62790215 +4009.5,3957.6519,-0.008221183,1645.1793,5870000.0,3568.0,366875.0,,91712.0,0.0001032608,0.1,0.6456084 +3934.5,3956.7537,-0.00241065,1645.6759,5880000.0,3573.0,367500.0,,91872.0,0.0001030048,0.1,0.6853847 +3877.7,3955.528,-0.0093193175,1646.171,5890000.0,3578.0,368125.0,,92000.0,0.0001028,0.1,0.6574544 +3873.7,3954.5918,-0.008845866,1646.2053,5900000.0,3584.0,368750.0,,92160.0,0.000102544,0.1,0.6699609 +3916.2,3954.2039,0.0037721065,1646.2395,5910000.0,3590.0,369375.0,,92320.0,0.000102288,0.1,0.6146634 +3945.7,3953.8206,-0.008960282,1646.2737,5920000.0,3596.0,370000.0,,92480.0,0.000102032,0.1,0.713665 +3919.2,3953.6555,-0.007069755,1646.7648,5930000.0,3601.0,370625.0,,92640.0,0.000101776,0.1,0.6743003 +3921.2,3953.4753,-0.004081228,1646.7979,5940000.0,3607.0,371250.0,,92800.0,0.00010152,0.1,0.71054184 +3953.1,3953.9065,-0.0066723665,1647.2869,5950000.0,3612.0,371875.0,,92960.0,0.000101264,0.1,0.6891843 +3938.1,3953.8784,-0.00934341,1647.319,5960000.0,3618.0,372500.0,,93120.0,0.000101008,0.1,0.7010329 +3896.0,3953.2715,0.030556867,1647.8057,5970000.0,3623.0,373125.0,,93280.0,0.000100752,0.1,0.63374007 +3891.0,3953.1675,-0.0018045232,1648.291,5980000.0,3628.0,373750.0,,93408.0,0.0001005472,0.1,0.62208045 +3868.5,3952.5479,-0.0117701,1648.7751,5990000.0,3633.0,374375.0,,93568.0,0.0001002912,0.1,0.78638744 +3888.0,3952.1206,-0.0042667924,1648.8046,6000000.0,3639.0,375000.0,,93728.0,0.0001000352,0.1,0.600734 +3871.5,3950.9338,-0.00939063,1648.834,6010000.0,3645.0,375625.0,,93888.0,9.97792e-05,0.1,0.7023426 +3921.5,3950.282,-0.0037991966,1649.3151,6020000.0,3650.0,376250.0,,94048.0,9.95232e-05,0.1,0.64522105 +3909.7,3949.7815,-0.008074097,1649.7948,6030000.0,3655.0,376875.0,,94208.0,9.92672e-05,0.1,0.6449802 +3878.9,3948.3015,-0.0071537895,1649.8225,6040000.0,3661.0,377500.0,,94368.0,9.90112e-05,0.1,0.66625065 +3857.7,3946.8787,-0.003652038,1649.4003,6050000.0,3668.0,378125.0,,94528.0,9.87552e-05,0.1,0.64945626 +3887.3,3945.239,0.0053514494,1649.4285,6060000.0,3674.0,378750.0,,94656.0,9.85504e-05,0.1,0.6439718 +3878.8,3943.4421,0.001189062,1649.4565,6070000.0,3680.0,379375.0,,94816.0,9.82944e-05,0.1,0.6790341 +3935.0,3941.847,-0.008690457,1649.9321,6080000.0,3685.0,380000.0,,94976.0,9.80384e-05,0.1,0.6506052 +3941.4,3941.4963,-0.0052846735,1649.9594,6090000.0,3691.0,380625.0,,95136.0,9.77824e-05,0.1,0.61194634 +3927.5,3941.2341,-0.0084648095,1649.9865,6100000.0,3697.0,381250.0,,95296.0,9.75264e-05,0.1,0.609318 +3939.5,3941.632,-0.009711373,1650.4592,6110000.0,3702.0,381875.0,,95456.0,9.72704e-05,0.1,0.6833631 +3916.2,3941.3638,-0.005780212,1650.9307,6120000.0,3707.0,382500.0,,95616.0,9.70144e-05,0.1,0.7170317 +3919.5,3941.097,-0.001637466,1650.956,6130000.0,3713.0,383125.0,,95776.0,9.67584e-05,0.1,0.7504254 +3918.3,3940.2256,-0.0029677348,1651.4255,6140000.0,3718.0,383750.0,,95936.0,9.65024e-05,0.1,0.6280347 +3991.6,3940.4578,-0.009507562,1651.8937,6150000.0,3723.0,384375.0,,96064.0,9.62976e-05,0.1,0.71341836 +3971.8,3940.311,0.00020001573,1652.3605,6160000.0,3728.0,385000.0,,96224.0,9.60416e-05,0.1,0.66471696 +4018.2,3940.122,-0.006644261,1652.3835,6170000.0,3734.0,385625.0,,96384.0,9.57856e-05,0.1,0.71317893 +3917.2,3938.366,-0.003539312,1652.8484,6180000.0,3739.0,386250.0,,96544.0,9.55296e-05,0.1,0.66429627 +3897.0,3937.003,-0.010495069,1652.8705,6190000.0,3745.0,386875.0,,96704.0,9.52736e-05,0.1,0.6905144 +3896.0,3936.1755,-0.007996703,1653.3334,6200000.0,3750.0,387500.0,,96864.0,9.50176e-05,0.1,0.743469 +3900.0,3935.7087,-0.0051404666,1653.3546,6210000.0,3756.0,388125.0,,97024.0,9.47616e-05,0.1,0.6656453 +3867.0,3935.022,-0.007724745,1653.3759,6220000.0,3762.0,388750.0,,97184.0,9.45056e-05,0.1,0.68869305 +3879.5,3934.6318,-0.010849781,1653.8359,6230000.0,3767.0,389375.0,,97312.0,9.43008e-05,0.1,0.7390616 +3978.0,3934.538,-0.004329248,1654.2948,6240000.0,3772.0,390000.0,,97472.0,9.40448e-05,0.1,0.60477185 +4023.0,3935.363,-0.008556805,1654.3145,6250000.0,3778.0,390625.0,,97632.0,9.37888e-05,0.1,0.6966772 +4022.0,3935.3882,-0.007923542,1654.7714,6260000.0,3783.0,391250.0,,97792.0,9.35328e-05,0.1,0.6212902 +3940.2,3935.015,-0.007739363,1655.227,6270000.0,3788.0,391875.0,,97952.0,9.32768e-05,0.1,0.6758884 +3929.7,3934.097,-0.0071363454,1655.2451,6280000.0,3794.0,392500.0,,98112.0,9.30208e-05,0.1,0.6338934 +3935.9,3934.396,-0.0019977246,1655.6989,6290000.0,3799.0,393125.0,,98272.0,9.27648e-05,0.1,0.60922277 +3962.2,3935.3728,0.0062122745,1656.1514,6300000.0,3804.0,393750.0,,98432.0,9.25088e-05,0.1,0.64411676 +3949.0,3935.9617,-0.0062063364,1656.168,6310000.0,3810.0,394375.0,,98592.0,9.22528e-05,0.1,0.6885963 +3939.9,3936.184,0.0063188467,1657.053,6320000.0,3814.0,395000.0,,98720.0,9.2048e-05,0.1,0.6622708 +3929.4,3936.1987,-0.009283912,1657.0681,6330000.0,3820.0,395625.0,,98880.0,9.1792e-05,0.1,0.6689204 +3898.4,3936.5703,0.0028493886,1657.5164,6340000.0,3825.0,396250.0,,99040.0,9.1536e-05,0.1,0.6161628 +3922.0,3936.5159,-0.0076603144,1657.5306,6350000.0,3831.0,396875.0,,99200.0,9.128e-05,0.1,0.662756 +3907.5,3935.7512,-0.0071386676,1657.977,6360000.0,3836.0,397500.0,,99360.0,9.1024e-05,0.1,0.60781497 +3960.0,3935.701,-0.0087026,1657.9906,6370000.0,3842.0,398125.0,,99520.0,9.0768e-05,0.1,0.69276834 +3950.5,3935.896,-0.007270995,1658.4352,6380000.0,3847.0,398750.0,,99680.0,9.0512e-05,0.1,0.6697638 +3954.0,3936.191,-0.0035475963,1658.8785,6390000.0,3852.0,399375.0,,99840.0,9.0256e-05,0.1,0.71891844 +3893.5,3935.3738,-0.0018813111,1659.3207,6400000.0,3857.0,400000.0,,100000.0,9e-05,0.1,0.68425477 +3900.7,3934.7288,-0.009017784,1659.7618,6410000.0,3862.0,400625.0,,100128.0,8.97952e-05,0.1,0.6361816 +3883.4,3933.4758,-0.0056948704,1660.2017,6420000.0,3867.0,401250.0,,100288.0,8.95392e-05,0.1,0.70053387 +3918.1,3933.4946,-0.005717133,1660.2117,6430000.0,3873.0,401875.0,,100448.0,8.92832e-05,0.1,0.69556546 +3900.9,3933.7258,-0.00085082557,1660.6498,6440000.0,3878.0,402500.0,,100608.0,8.90272e-05,0.1,0.7821866 +3905.6,3933.9758,0.00022801218,1661.0868,6450000.0,3883.0,403125.0,,100768.0,8.87712e-05,0.1,0.640218 +3942.9,3934.164,-0.0061897314,1661.0953,6460000.0,3889.0,403750.0,,100928.0,8.85152e-05,0.1,0.61649626 +3887.2,3933.191,-0.012112459,1661.5305,6470000.0,3894.0,404375.0,,101088.0,8.82592e-05,0.1,0.71993655 +3848.5,3932.281,-0.0009797515,1661.9646,6480000.0,3899.0,405000.0,,101248.0,8.80032e-05,0.1,0.65385514 +3785.0,3930.231,-0.008017641,1662.3976,6490000.0,3904.0,405625.0,,101376.0,8.77984e-05,0.1,0.67884684 +3874.0,3929.471,-0.0104172155,1662.8293,6500000.0,3909.0,406250.0,,101536.0,8.75424e-05,0.1,0.7156131 +3942.0,3929.046,-0.00748552,1662.8352,6510000.0,3915.0,406875.0,,101696.0,8.72864e-05,0.1,0.64046323 +3911.7,3928.588,-0.006543799,1663.2653,6520000.0,3920.0,407500.0,,101856.0,8.70304e-05,0.1,0.64547586 +3946.2,3927.9097,-0.005070469,1663.6942,6530000.0,3925.0,408125.0,,102016.0,8.67744e-05,0.1,0.6518472 +3912.0,3927.5098,0.0058421292,1663.6989,6540000.0,3931.0,408750.0,,102176.0,8.65184e-05,0.1,0.64938676 +3861.4,3926.8467,-0.008222181,1664.126,6550000.0,3936.0,409375.0,,102336.0,8.62624e-05,0.1,0.60780156 +3922.6,3927.5857,-0.0019999528,1664.1299,6560000.0,3942.0,410000.0,,102496.0,8.60064e-05,0.1,0.64311504 +3948.1,3928.0696,-0.007983193,1664.5553,6570000.0,3947.0,410625.0,,102656.0,8.57504e-05,0.1,0.69446886 +3929.5,3928.7336,-0.012285004,1664.9797,6580000.0,3952.0,411250.0,,102784.0,8.55456e-05,0.1,0.7747346 +3891.0,3928.5896,-0.0025735497,1665.4031,6590000.0,3957.0,411875.0,,102944.0,8.52896e-05,0.1,0.5543678 +3899.0,3928.7598,-0.0074860253,1665.8253,6600000.0,3962.0,412500.0,,103104.0,8.50336e-05,0.1,0.64125645 +3930.0,3928.9006,-0.0060651316,1666.2466,6610000.0,3967.0,413125.0,,103264.0,8.47776e-05,0.1,0.7555759 +3944.5,3928.975,0.00010076203,1666.6666,6620000.0,3972.0,413750.0,,103424.0,8.45216e-05,0.1,0.7784484 +3914.5,3929.223,-0.0051477887,1666.6666,6630000.0,3978.0,414375.0,,103584.0,8.42656e-05,0.1,0.61184216 +3901.7,3929.0425,-0.001814576,1667.0851,6640000.0,3983.0,415000.0,,103744.0,8.40096e-05,0.1,0.7541479 +3922.7,3928.7488,-0.0062887543,1667.0845,6650000.0,3989.0,415625.0,,103904.0,8.37536e-05,0.1,0.6640444 +3980.7,3928.7393,-0.0045267045,1667.9188,6660000.0,3993.0,416250.0,,104032.0,8.35488e-05,0.1,0.69333375 +3951.5,3928.9243,-0.0063465848,1667.917,6670000.0,3999.0,416875.0,,104192.0,8.32928e-05,0.1,0.7095024 +3923.0,3928.4893,-0.008931768,1668.3317,6680000.0,4004.0,417500.0,,104352.0,8.30368e-05,0.1,0.65206194 +3917.7,3927.8716,-0.0018270367,1668.3292,6690000.0,4010.0,418125.0,,104512.0,8.27808e-05,0.1,0.7254652 +3886.2,3927.0488,-0.0025573107,1668.7422,6700000.0,4015.0,418750.0,,104672.0,8.25248e-05,0.1,0.72127014 +3856.9,3925.338,9.059091e-06,1669.1542,6710000.0,4020.0,419375.0,,104832.0,8.22688e-05,0.1,0.7261579 +3866.2,3924.1497,-0.0099731935,1669.1505,6720000.0,4026.0,420000.0,,104992.0,8.20128e-05,0.1,0.6733994 +3869.7,3922.9924,-0.004748628,1669.5609,6730000.0,4031.0,420625.0,,105152.0,8.17568e-05,0.1,0.57611537 +3920.5,3922.827,-0.011241539,1669.9702,6740000.0,4036.0,421250.0,,105312.0,8.15008e-05,0.1,0.64594877 +3990.5,3923.0024,-0.008606896,1670.3787,6750000.0,4041.0,421875.0,,105440.0,8.1296e-05,0.1,0.6965548 +3975.0,3923.2388,-0.003957513,1670.786,6760000.0,4046.0,422500.0,,105600.0,8.104e-05,0.1,0.61751145 +3890.0,3922.992,-0.0055522597,1670.7799,6770000.0,4052.0,423125.0,,105760.0,8.0784e-05,0.1,0.75040704 +3842.5,3921.735,-0.0011945532,1671.1855,6780000.0,4057.0,423750.0,,105920.0,8.0528e-05,0.1,0.63994193 +3833.1,3920.042,-0.009700709,1671.5903,6790000.0,4062.0,424375.0,,106080.0,8.0272e-05,0.1,0.5351006 +3864.6,3918.1387,-0.0036463568,1671.5831,6800000.0,4068.0,425000.0,,106240.0,8.0016e-05,0.1,0.6184776 +3924.3,3917.3582,-0.010334029,1671.9862,6810000.0,4073.0,425625.0,,106400.0,7.976e-05,0.1,0.62995064 +3929.3,3917.0781,-0.008789231,1672.3884,6820000.0,4078.0,426250.0,,106560.0,7.9504e-05,0.1,0.6664039 +3922.5,3916.787,-0.006832107,1672.7897,6830000.0,4083.0,426875.0,,106688.0,7.92992e-05,0.1,0.5845534 +3978.5,3917.9062,-0.005076627,1673.1898,6840000.0,4088.0,427500.0,,106848.0,7.90432e-05,0.1,0.6260569 +3969.7,3918.7732,-0.005570551,1673.5891,6850000.0,4093.0,428125.0,,107008.0,7.87872e-05,0.1,0.6643945 +3897.1,3917.814,0.0017678386,1673.9873,6860000.0,4098.0,428750.0,,107168.0,7.85312e-05,0.1,0.58892214 +3825.3,3915.972,-0.007837084,1673.9766,6870000.0,4104.0,429375.0,,107328.0,7.82752e-05,0.1,0.7091373 +3821.7,3914.8438,-0.006943224,1673.966,6880000.0,4110.0,430000.0,,107488.0,7.80192e-05,0.1,0.58262885 +3939.0,3915.4568,-0.00761877,1674.362,6890000.0,4115.0,430625.0,,107648.0,7.77632e-05,0.1,0.7041339 +4020.0,3916.92,-0.0020971408,1674.3508,6900000.0,4121.0,431250.0,,107808.0,7.75072e-05,0.1,0.62886196 +3963.1,3917.3887,-0.007902969,1674.3397,6910000.0,4127.0,431875.0,,107968.0,7.72512e-05,0.1,0.65118027 +3913.1,3917.0627,-0.0060384003,1674.7338,6920000.0,4132.0,432500.0,,108096.0,7.70464e-05,0.1,0.5863993 +3899.7,3916.8674,-0.006171996,1675.127,6930000.0,4137.0,433125.0,,108256.0,7.67904e-05,0.1,0.6101443 +3836.7,3916.0225,-0.009727093,1675.1146,6940000.0,4143.0,433750.0,,108416.0,7.65344e-05,0.1,0.6533507 +3822.7,3914.7185,-0.0054098084,1675.5062,6950000.0,4148.0,434375.0,,108576.0,7.62784e-05,0.1,0.66880023 +3908.9,3914.4265,-0.008347687,1675.4935,6960000.0,4154.0,435000.0,,108736.0,7.60224e-05,0.1,0.7141421 +3934.4,3914.8105,-0.009654485,1675.4807,6970000.0,4160.0,435625.0,,108896.0,7.57664e-05,0.1,0.69749254 +3967.5,3915.5762,-0.0023480225,1675.468,6980000.0,4166.0,436250.0,,109056.0,7.55104e-05,0.1,0.6968181 +3961.0,3916.5012,-0.008562299,1675.4554,6990000.0,4172.0,436875.0,,109216.0,7.52544e-05,0.1,0.7165009 +3968.0,3917.301,-0.0036379278,1675.4427,7000000.0,4178.0,437500.0,,109344.0,7.50496e-05,0.1,0.6937722 +3969.0,3918.276,-0.005055453,1675.8307,7010000.0,4183.0,438125.0,,109504.0,7.47936e-05,0.1,0.60849667 +3912.0,3918.1812,-0.006458775,1675.8176,7020000.0,4189.0,438750.0,,109664.0,7.45376e-05,0.1,0.6147523 +3914.3,3918.2273,-0.007936928,1676.2041,7030000.0,4194.0,439375.0,,109824.0,7.42816e-05,0.1,0.6753515 +3995.8,3919.3962,-0.0046762615,1676.5897,7040000.0,4199.0,440000.0,,109984.0,7.40256e-05,0.1,0.635517 +3914.3,3919.9624,-0.00722313,1676.5756,7050000.0,4205.0,440625.0,,110144.0,7.37696e-05,0.1,0.6896392 +3863.0,3919.7195,-0.007851565,1676.9596,7060000.0,4210.0,441250.0,,110304.0,7.35136e-05,0.1,0.6205589 +3878.0,3919.7112,-0.008918446,1677.3428,7070000.0,4215.0,441875.0,,110464.0,7.32576e-05,0.1,0.66094005 +3893.0,3919.2913,0.0040685814,1677.3276,7080000.0,4221.0,442500.0,,110624.0,7.30016e-05,0.1,0.6497544 +3884.9,3918.7263,-0.0044414955,1677.7095,7090000.0,4226.0,443125.0,,110752.0,7.27968e-05,0.1,0.57519615 +3857.9,3918.03,-0.01048226,1677.6937,7100000.0,4232.0,443750.0,,110912.0,7.25408e-05,0.1,0.7214409 +3905.0,3917.6853,-9.977608e-05,1678.0741,7110000.0,4237.0,444375.0,,111072.0,7.22848e-05,0.1,0.59816355 +3904.5,3917.568,-0.0089190835,1678.058,7120000.0,4243.0,445000.0,,111232.0,7.20288e-05,0.1,0.66893923 +3885.5,3917.228,-0.0024944062,1678.4369,7130000.0,4248.0,445625.0,,111392.0,7.17728e-05,0.1,0.5996002 +3904.7,3917.0918,0.0008014436,1678.815,7140000.0,4253.0,446250.0,,111552.0,7.15168e-05,0.1,0.66751647 +3945.9,3916.6348,0.0044919723,1678.7979,7150000.0,4259.0,446875.0,,111712.0,7.12608e-05,0.1,0.6215031 +3938.2,3916.2983,-0.0035939675,1678.7808,7160000.0,4265.0,447500.0,,111872.0,7.10048e-05,0.1,0.5873772 +3913.4,3915.2507,-0.0075640283,1679.5503,7170000.0,4269.0,448125.0,,112000.0,7.08e-05,0.1,0.60066247 +3934.2,3915.4207,-2.8221926e-05,1679.5321,7180000.0,4275.0,448750.0,,112160.0,7.0544e-05,0.1,0.6280297 +3888.0,3915.3306,-0.009039657,1679.9065,7190000.0,4280.0,449375.0,,112320.0,7.0288e-05,0.1,0.6963086 +3812.4,3914.495,-0.0033617965,1679.4961,7200000.0,4287.0,450000.0,,112480.0,7.0032e-05,0.1,0.6261302 +3836.9,3913.8638,-0.0063394373,1679.4783,7210000.0,4293.0,450625.0,,112640.0,6.9776e-05,0.1,0.5916605 +3843.1,3913.6248,-0.0036961164,1679.4603,7220000.0,4299.0,451250.0,,112800.0,6.952e-05,0.1,0.69255507 +3921.4,3914.0437,-0.0038342997,1679.8328,7230000.0,4304.0,451875.0,,112960.0,6.9264e-05,0.1,0.66465914 +3931.1,3913.575,-0.004693498,1679.8143,7240000.0,4310.0,452500.0,,113120.0,6.9008e-05,0.1,0.6739159 +3862.9,3911.9736,-0.0058505847,1680.1854,7250000.0,4315.0,453125.0,,113280.0,6.8752e-05,0.1,0.73310304 +3884.0,3910.594,-0.007528608,1680.5555,7260000.0,4320.0,453750.0,,113408.0,6.85472e-05,0.1,0.6780402 +3940.5,3910.597,-0.0024312006,1680.9248,7270000.0,4325.0,454375.0,,113568.0,6.82912e-05,0.1,0.65611386 +3979.5,3911.095,-0.008140394,1680.9052,7280000.0,4331.0,455000.0,,113728.0,6.80352e-05,0.1,0.6668185 +3925.5,3910.9907,-0.0003386794,1681.2731,7290000.0,4336.0,455625.0,,113888.0,6.77792e-05,0.1,0.628916 +3915.8,3910.5269,0.0074369935,1681.2529,7300000.0,4342.0,456250.0,,114048.0,6.75232e-05,0.1,0.7032487 +3862.3,3909.66,-0.0031108295,1681.6195,7310000.0,4347.0,456875.0,,114208.0,6.72672e-05,0.1,0.6113073 +3850.3,3908.7644,-0.007121355,1681.5989,7320000.0,4353.0,457500.0,,114368.0,6.70112e-05,0.1,0.64934474 +3910.2,3908.5718,-0.0067167976,1681.9642,7330000.0,4358.0,458125.0,,114528.0,6.67552e-05,0.1,0.67411387 +3868.7,3908.275,-0.00710145,1682.3286,7340000.0,4363.0,458750.0,,114656.0,6.65504e-05,0.1,0.6660929 +3854.7,3907.6016,-0.008229383,1682.3071,7350000.0,4369.0,459375.0,,114816.0,6.62944e-05,0.1,0.6281799 +3824.9,3906.7756,-0.0021247491,1682.2858,7360000.0,4375.0,460000.0,,114976.0,6.60384e-05,0.1,0.5899297 +3904.9,3906.2246,-0.010679604,1682.6484,7370000.0,4380.0,460625.0,,115136.0,6.57824e-05,0.1,0.61410177 +3977.9,3906.499,-0.0043975515,1682.6266,7380000.0,4386.0,461250.0,,115296.0,6.55264e-05,0.1,0.68512255 +4028.4,3907.2432,-0.0054419935,1682.9879,7390000.0,4391.0,461875.0,,115456.0,6.52704e-05,0.1,0.64254725 +3964.8,3907.956,-0.008174388,1682.9657,7400000.0,4397.0,462500.0,,115616.0,6.50144e-05,0.1,0.66855466 +3898.1,3907.93,0.0007200383,1682.9435,7410000.0,4403.0,463125.0,,115776.0,6.47584e-05,0.1,0.65367365 +3850.6,3907.6018,-0.00679156,1683.3031,7420000.0,4408.0,463750.0,,115936.0,6.45024e-05,0.1,0.5911213 +3836.7,3906.7876,-0.0068098055,1683.6619,7430000.0,4413.0,464375.0,,116064.0,6.42976e-05,0.1,0.5891962 +3826.7,3906.0454,-0.008239907,1684.0199,7440000.0,4418.0,465000.0,,116224.0,6.40416e-05,0.1,0.6329433 +3911.2,3906.1016,-0.009431957,1684.3771,7450000.0,4423.0,465625.0,,116384.0,6.37856e-05,0.1,0.6406375 +3886.0,3905.5325,-0.0073670032,1684.3531,7460000.0,4429.0,466250.0,,116544.0,6.35296e-05,0.1,0.62940717 +3873.0,3905.3906,-0.00021370134,1684.7091,7470000.0,4434.0,466875.0,,116704.0,6.32736e-05,0.1,0.6050191 +3882.5,3905.7307,-0.00609736,1684.6847,7480000.0,4440.0,467500.0,,116864.0,6.30176e-05,0.1,0.652202 +3943.0,3907.311,-0.0065702023,1684.6604,7490000.0,4446.0,468125.0,,117024.0,6.27616e-05,0.1,0.6731641 +3948.0,3908.051,-0.0049633184,1685.0146,7500000.0,4451.0,468750.0,,117184.0,6.25056e-05,0.1,0.6283049 +3928.5,3907.916,-0.0065251007,1685.368,7510000.0,4456.0,469375.0,,117312.0,6.23008e-05,0.1,0.58924514 +3924.3,3908.042,-0.0054512825,1685.7207,7520000.0,4461.0,470000.0,,117472.0,6.20448e-05,0.1,0.67952836 +3905.5,3907.635,-4.187561e-05,1686.0725,7530000.0,4466.0,470625.0,,117632.0,6.17888e-05,0.1,0.63275135 +3932.0,3907.835,-0.0012013144,1686.0465,7540000.0,4472.0,471250.0,,117792.0,6.15328e-05,0.1,0.5859057 +3887.1,3908.0923,-0.0051584872,1686.3971,7550000.0,4477.0,471875.0,,117952.0,6.12768e-05,0.1,0.5541562 +3888.7,3907.753,-0.0062688026,1686.3707,7560000.0,4483.0,472500.0,,118112.0,6.10208e-05,0.1,0.6098472 +3927.5,3907.5466,-0.0038489585,1686.7201,7570000.0,4488.0,473125.0,,118272.0,6.07648e-05,0.1,0.6728364 +3988.0,3908.1316,-0.008196956,1686.6934,7580000.0,4494.0,473750.0,,118432.0,6.05088e-05,0.1,0.48756206 +3958.7,3908.8088,-0.008119186,1687.0415,7590000.0,4499.0,474375.0,,118592.0,6.02528e-05,0.1,0.67823607 +3933.2,3909.1506,-0.00927327,1687.7637,7600000.0,4503.0,475000.0,,118720.0,6.0048e-05,0.1,0.63464826 +3852.2,3908.3726,-0.006776983,1687.7356,7610000.0,4509.0,475625.0,,118880.0,5.9792e-05,0.1,0.65367496 +3838.5,3907.3125,-0.0028394624,1688.0815,7620000.0,4514.0,476250.0,,119040.0,5.9536e-05,0.1,0.51789296 +3848.0,3906.6475,-0.009450963,1688.0531,7630000.0,4520.0,476875.0,,119200.0,5.928e-05,0.1,0.72059804 +3852.5,3906.1555,-0.004144585,1688.3978,7640000.0,4525.0,477500.0,,119360.0,5.9024e-05,0.1,0.59455633 +3857.5,3905.5037,-0.0072996463,1688.369,7650000.0,4531.0,478125.0,,119520.0,5.8768e-05,0.1,0.61568856 +3799.8,3903.695,-0.006555189,1688.3403,7660000.0,4537.0,478750.0,,119680.0,5.8512e-05,0.1,0.5611346 +3783.8,3902.018,-0.009355045,1688.6833,7670000.0,4542.0,479375.0,,119840.0,5.8256e-05,0.1,0.67454976 +3778.8,3900.5762,-0.00050643494,1688.6543,7680000.0,4548.0,480000.0,,120000.0,5.8e-05,0.1,0.5250478 +3860.4,3900.0034,-0.0031090898,1688.9962,7690000.0,4553.0,480625.0,,120128.0,5.77952e-05,0.1,0.5741521 +3848.4,3899.6257,-0.004247831,1688.9669,7700000.0,4559.0,481250.0,,120288.0,5.75392e-05,0.1,0.6635307 +3878.0,3899.8362,-0.00016986864,1689.3076,7710000.0,4564.0,481875.0,,120448.0,5.72832e-05,0.1,0.527612 +3845.0,3899.6243,-0.008189375,1689.278,7720000.0,4570.0,482500.0,,120608.0,5.70272e-05,0.1,0.70416445 +3842.5,3899.3518,-0.0022833198,1689.6174,7730000.0,4575.0,483125.0,,120768.0,5.67712e-05,0.1,0.5389359 +3857.6,3898.7231,-0.0058358414,1689.5874,7740000.0,4581.0,483750.0,,120928.0,5.65152e-05,0.1,0.7184416 +3884.6,3897.664,-0.007442444,1689.9259,7750000.0,4586.0,484375.0,,121088.0,5.62592e-05,0.1,0.60964894 +3942.0,3897.3337,-0.005732627,1690.2635,7760000.0,4591.0,485000.0,,121248.0,5.60032e-05,0.1,0.61037886 +3944.9,3897.8828,-0.0022871213,1690.6005,7770000.0,4596.0,485625.0,,121376.0,5.57984e-05,0.1,0.60392624 +3928.9,3898.747,-0.007259739,1690.5693,7780000.0,4602.0,486250.0,,121536.0,5.55424e-05,0.1,0.64531887 +3910.2,3899.518,-0.0035154484,1690.9052,7790000.0,4607.0,486875.0,,121696.0,5.52864e-05,0.1,0.55794734 +3892.0,3899.792,-0.0072347447,1690.8737,7800000.0,4613.0,487500.0,,121856.0,5.50304e-05,0.1,0.6298553 +3789.7,3898.4456,-0.0053429045,1691.2084,7810000.0,4618.0,488125.0,,122016.0,5.47744e-05,0.1,0.6767127 +3739.2,3896.5447,-0.0057558254,1691.1765,7820000.0,4624.0,488750.0,,122176.0,5.45184e-05,0.1,0.5660828 +3792.4,3895.2437,-0.0077932575,1691.1447,7830000.0,4630.0,489375.0,,122336.0,5.42624e-05,0.1,0.58606553 +3844.4,3893.9028,-0.006745416,1691.4779,7840000.0,4635.0,490000.0,,122496.0,5.40064e-05,0.1,0.6831049 +3813.9,3892.345,0.0043928437,1691.4458,7850000.0,4641.0,490625.0,,122656.0,5.37504e-05,0.1,0.61997294 +3812.3,3891.4976,1.4455552e-05,1691.7778,7860000.0,4646.0,491250.0,,122784.0,5.35456e-05,0.1,0.627136 +3855.1,3891.7954,-0.00674072,1691.7455,7870000.0,4652.0,491875.0,,122944.0,5.32896e-05,0.1,0.703835 +3899.0,3892.568,0.0014970977,1692.0764,7880000.0,4657.0,492500.0,,123104.0,5.30336e-05,0.1,0.5301089 +3901.0,3892.1882,-0.0063629337,1692.0437,7890000.0,4663.0,493125.0,,123264.0,5.27776e-05,0.1,0.7318463 +3888.7,3890.8748,-0.005588071,1692.3737,7900000.0,4668.0,493750.0,,123424.0,5.25216e-05,0.1,0.6196905 +3816.2,3889.4055,-0.008108634,1692.7028,7910000.0,4673.0,494375.0,,123584.0,5.22656e-05,0.1,0.7316576 +3758.4,3887.8586,0.00089804304,1692.6694,7920000.0,4679.0,495000.0,,123744.0,5.20096e-05,0.1,0.63158405 +3792.7,3886.7883,-0.0006555605,1692.6361,7930000.0,4685.0,495625.0,,123904.0,5.17536e-05,0.1,0.64443743 +3851.5,3886.9365,-0.006183646,1693.3248,7940000.0,4689.0,496250.0,,124032.0,5.15488e-05,0.1,0.68315005 +3870.9,3887.4187,-0.0058136997,1693.2908,7950000.0,4695.0,496875.0,,124192.0,5.12928e-05,0.1,0.6052841 +3818.3,3886.5127,-0.00811553,1693.2567,7960000.0,4701.0,497500.0,,124352.0,5.10368e-05,0.1,0.62436044 +3824.8,3885.4172,-0.008203972,1693.5826,7970000.0,4706.0,498125.0,,124512.0,5.07808e-05,0.1,0.67550063 +3874.8,3884.4902,-0.005752097,1693.5483,7980000.0,4712.0,498750.0,,124672.0,5.05248e-05,0.1,0.6690217 +3906.4,3883.944,-0.004922086,1693.5142,7990000.0,4718.0,499375.0,,124832.0,5.02688e-05,0.1,0.6417196 +3904.0,3883.304,-0.0028042991,1693.8386,8000000.0,4723.0,500000.0,,124992.0,5.00128e-05,0.1,0.68802464 +3884.2,3882.456,-0.0063962582,1693.8042,8010000.0,4729.0,500625.0,,125152.0,4.97568e-05,0.1,0.617332 +3900.7,3882.3428,-0.00812061,1694.1276,8020000.0,4734.0,501250.0,,125312.0,4.95008e-05,0.1,0.72100085 +3860.4,3881.8037,-0.0009876455,1694.4503,8030000.0,4739.0,501875.0,,125440.0,4.9296e-05,0.1,0.6254889 +3846.9,3880.3147,-0.008168975,1694.4152,8040000.0,4745.0,502500.0,,125600.0,4.904e-05,0.1,0.5991765 +3844.5,3879.617,0.0015655296,1694.7368,8050000.0,4750.0,503125.0,,125760.0,4.8784e-05,0.1,0.6329777 +3870.5,3879.692,-0.0014264723,1694.7014,8060000.0,4756.0,503750.0,,125920.0,4.8528e-05,0.1,0.6344481 +3883.8,3879.7502,-0.005283229,1695.0221,8070000.0,4761.0,504375.0,,126080.0,4.8272e-05,0.1,0.5849955 +3876.7,3879.587,-0.009922988,1694.9863,8080000.0,4767.0,505000.0,,126240.0,4.8016e-05,0.1,0.74811053 +3884.0,3879.5781,-0.0035411122,1694.9508,8090000.0,4773.0,505625.0,,126400.0,4.776e-05,0.1,0.5947069 +3850.0,3879.4988,-0.0057729776,1695.27,8100000.0,4778.0,506250.0,,126560.0,4.7504e-05,0.1,0.75353473 +3874.0,3879.1887,-0.008555301,1695.2341,8110000.0,4784.0,506875.0,,126688.0,4.72992e-05,0.1,0.71116686 +3887.0,3879.0137,-0.00480014,1695.1984,8120000.0,4790.0,507500.0,,126848.0,4.70432e-05,0.1,0.6215861 +3897.5,3879.134,-0.0065021347,1695.5161,8130000.0,4795.0,508125.0,,127008.0,4.67872e-05,0.1,0.5705606 +3837.4,3878.461,-0.006333334,1695.4801,8140000.0,4801.0,508750.0,,127168.0,4.65312e-05,0.1,0.7040385 +3843.7,3877.439,-0.007424767,1695.7969,8150000.0,4806.0,509375.0,,127328.0,4.62752e-05,0.1,0.5706834 +3845.8,3876.5146,-0.0054761157,1696.113,8160000.0,4811.0,510000.0,,127488.0,4.60192e-05,0.1,0.6793579 +3836.5,3875.7458,-0.0024818745,1696.0764,8170000.0,4817.0,510625.0,,127648.0,4.57632e-05,0.1,0.64059126 +3854.2,3874.9456,-0.0058735446,1696.0398,8180000.0,4823.0,511250.0,,127808.0,4.55072e-05,0.1,0.615276 +3844.9,3874.515,-0.00558317,1696.3546,8190000.0,4828.0,511875.0,,127968.0,4.52512e-05,0.1,0.68344223 +3855.7,3874.9478,-0.0027438859,1697.0199,8200000.0,4832.0,512500.0,,128096.0,4.50464e-05,0.1,0.61589575 +3868.0,3875.2585,-0.010955209,1696.9822,8210000.0,4838.0,513125.0,,128256.0,4.47904e-05,0.1,0.7435478 +3914.2,3875.9697,-0.003532145,1696.9447,8220000.0,4844.0,513750.0,,128416.0,4.45344e-05,0.1,0.604942 +3941.2,3876.1675,-0.008581638,1696.9072,8230000.0,4850.0,514375.0,,128576.0,4.42784e-05,0.1,0.67587465 +3981.2,3876.6687,-0.005794103,1697.2194,8240000.0,4855.0,515000.0,,128736.0,4.40224e-05,0.1,0.6195817 +3988.5,3877.9243,-0.0055583296,1697.1816,8250000.0,4861.0,515625.0,,128896.0,4.37664e-05,0.1,0.6663346 +3986.5,3878.9497,-0.0072615966,1697.4928,8260000.0,4866.0,516250.0,,129056.0,4.35104e-05,0.1,0.6617056 +3989.5,3879.4397,-0.0070087076,1697.1064,8270000.0,4873.0,516875.0,,129216.0,4.32544e-05,0.1,0.6668318 +4001.5,3879.66,-0.007859328,1697.765,8280000.0,4877.0,517500.0,,129344.0,4.30496e-05,0.1,0.6976215 +3967.0,3880.075,-0.003235774,1697.7268,8290000.0,4883.0,518125.0,,129504.0,4.27936e-05,0.1,0.6992642 +3946.0,3880.377,-0.007517355,1697.6887,8300000.0,4889.0,518750.0,,129664.0,4.25376e-05,0.1,0.65586305 +3944.0,3881.1938,-0.001392005,1697.6506,8310000.0,4895.0,519375.0,,129824.0,4.22816e-05,0.1,0.67091435 +3974.5,3882.436,-0.011148831,1697.9592,8320000.0,4900.0,520000.0,,129984.0,4.20256e-05,0.1,0.7027123 +3958.0,3882.914,-0.0040220474,1697.9209,8330000.0,4906.0,520625.0,,130144.0,4.17696e-05,0.1,0.6675331 +3946.5,3883.692,-0.0062312083,1698.2285,8340000.0,4911.0,521250.0,,130304.0,4.15136e-05,0.1,0.715369 +3859.5,3883.74,-0.0039130333,1698.5354,8350000.0,4916.0,521875.0,,130464.0,4.12576e-05,0.1,0.65569293 +3865.0,3884.1409,-0.0058924444,1698.4966,8360000.0,4922.0,522500.0,,130624.0,4.10016e-05,0.1,0.63151693 +3894.0,3884.032,-0.004422093,1698.8025,8370000.0,4927.0,523125.0,,130752.0,4.07968e-05,0.1,0.6200658 +3902.5,3883.2778,-0.007495407,1698.4192,8380000.0,4934.0,523750.0,,130912.0,4.05408e-05,0.1,0.61046606 +3895.0,3881.9438,-0.008673924,1698.3806,8390000.0,4940.0,524375.0,,131072.0,4.02848e-05,0.1,0.7393588 +3923.5,3881.531,0.0011286666,1698.342,8400000.0,4946.0,525000.0,,131232.0,4.00288e-05,0.1,0.61584985 +3886.2,3881.4119,-0.0091604665,1698.3037,8410000.0,4952.0,525625.0,,131392.0,3.97728e-05,0.1,0.7318866 +3843.2,3881.338,-0.0071121315,1698.608,8420000.0,4957.0,526250.0,,131552.0,3.95168e-05,0.1,0.6548653 +3830.2,3881.2725,-0.008034423,1698.5695,8430000.0,4963.0,526875.0,,131712.0,3.92608e-05,0.1,0.69463515 +3829.5,3881.3005,-0.007119376,1698.8728,8440000.0,4968.0,527500.0,,131872.0,3.90048e-05,0.1,0.6138855 +3837.5,3880.5637,-0.00649713,1699.1755,8450000.0,4973.0,528125.0,,132000.0,3.88e-05,0.1,0.64924955 +3792.0,3879.6238,-0.00855002,1699.1364,8460000.0,4979.0,528750.0,,132160.0,3.8544e-05,0.1,0.64710575 +3844.0,3879.3337,-0.004903766,1699.4382,8470000.0,4984.0,529375.0,,132320.0,3.8288e-05,0.1,0.6838887 +3846.7,3878.9756,-0.0062405406,1699.3988,8480000.0,4990.0,530000.0,,132480.0,3.8032e-05,0.1,0.52732134 +3916.7,3878.7124,-0.005387719,1699.3595,8490000.0,4996.0,530625.0,,132640.0,3.7776e-05,0.1,0.71821094 +3912.7,3878.3594,-0.004118352,1698.9806,8500000.0,5003.0,531250.0,,132800.0,3.752e-05,0.1,0.6256356 +3933.5,3878.4094,-0.0075237756,1699.2811,8510000.0,5008.0,531875.0,,132960.0,3.7264e-05,0.1,0.62830555 +3915.0,3878.317,0.0030534682,1699.2421,8520000.0,5014.0,532500.0,,133120.0,3.7008e-05,0.1,0.6739496 +3894.5,3878.2068,-0.0073254025,1698.8647,8530000.0,5021.0,533125.0,,133280.0,3.6752e-05,0.1,0.67380834 +3895.0,3877.837,-0.005197969,1699.1643,8540000.0,5026.0,533750.0,,133408.0,3.65472e-05,0.1,0.6639678 +3888.5,3877.8506,-0.0065896995,1699.1256,8550000.0,5032.0,534375.0,,133568.0,3.62912e-05,0.1,0.5819844 +3848.7,3877.4507,0.0018116188,1699.4243,8560000.0,5037.0,535000.0,,133728.0,3.60352e-05,0.1,0.7219537 +3877.7,3876.9524,-0.0039552078,1699.7223,8570000.0,5042.0,535625.0,,133888.0,3.57792e-05,0.1,0.7060131 +3910.2,3876.1743,-0.0036519736,1699.683,8580000.0,5048.0,536250.0,,134048.0,3.55232e-05,0.1,0.6393403 +3929.9,3875.8865,-0.008286842,1699.6438,8590000.0,5054.0,536875.0,,134208.0,3.52672e-05,0.1,0.7855778 +3838.4,3874.9387,-0.006933306,1699.6047,8600000.0,5060.0,537500.0,,134368.0,3.50112e-05,0.1,0.61120987 +3870.0,3875.117,-0.0027177646,1699.5657,8610000.0,5066.0,538125.0,,134528.0,3.47552e-05,0.1,0.6443341 +3892.5,3875.657,-0.0075771613,1699.5269,8620000.0,5072.0,538750.0,,134656.0,3.45504e-05,0.1,0.64670074 +3867.0,3875.8472,-0.009136651,1699.8228,8630000.0,5077.0,539375.0,,134816.0,3.42944e-05,0.1,0.7273475 +3916.8,3876.49,-0.008988846,1700.118,8640000.0,5082.0,540000.0,,134976.0,3.40384e-05,0.1,0.62071204 +3902.3,3876.9382,-0.007253737,1700.0786,8650000.0,5088.0,540625.0,,135136.0,3.37824e-05,0.1,0.6666625 +3904.3,3877.9832,-0.002528721,1700.0393,8660000.0,5094.0,541250.0,,135296.0,3.35264e-05,0.1,0.6583286 +3844.0,3878.5852,-0.001025415,1700.0,8670000.0,5100.0,541875.0,,135456.0,3.32704e-05,0.1,0.6370793 +3845.5,3879.2522,-0.007440186,1700.2938,8680000.0,5105.0,542500.0,,135616.0,3.30144e-05,0.1,0.63110554 +3882.0,3879.468,-0.0069291764,1700.587,8690000.0,5110.0,543125.0,,135776.0,3.27584e-05,0.1,0.6666373 +3869.6,3879.6797,-0.0001040583,1700.5474,8700000.0,5116.0,543750.0,,135936.0,3.25024e-05,0.1,0.707557 +3892.1,3879.8206,-0.0022958573,1700.8397,8710000.0,5121.0,544375.0,,136064.0,3.22976e-05,0.1,0.70713663 +3936.1,3880.7314,-0.004565686,1701.1315,8720000.0,5126.0,545000.0,,136224.0,3.20416e-05,0.1,0.65544105 +3935.7,3881.6633,-7.449271e-06,1701.0912,8730000.0,5132.0,545625.0,,136384.0,3.17856e-05,0.1,0.66781974 +3940.2,3882.4893,-0.0016749783,1701.051,8740000.0,5138.0,546250.0,,136544.0,3.15296e-05,0.1,0.60244095 +3927.7,3882.9204,-0.0061108656,1701.3417,8750000.0,5143.0,546875.0,,136704.0,3.12736e-05,0.1,0.5850288 +3866.0,3882.1606,-0.0065281754,1701.3013,8760000.0,5149.0,547500.0,,136864.0,3.10176e-05,0.1,0.57686055 +3828.0,3880.992,-0.0039357487,1701.2609,8770000.0,5155.0,548125.0,,137024.0,3.07616e-05,0.1,0.58998764 +3862.0,3880.3225,-0.00041980983,1701.5504,8780000.0,5160.0,548750.0,,137184.0,3.05056e-05,0.1,0.68566924 +3832.0,3879.541,-0.009008557,1701.8394,8790000.0,5165.0,549375.0,,137312.0,3.03008e-05,0.1,0.5949813 +3841.1,3879.032,-0.004708629,1702.1277,8800000.0,5170.0,550000.0,,137472.0,3.00448e-05,0.1,0.6300634 +3836.1,3879.4956,-0.007466907,1702.0865,8810000.0,5176.0,550625.0,,137632.0,2.97888e-05,0.1,0.70058477 +3822.0,3880.3237,-0.0054633142,1702.0455,8820000.0,5182.0,551250.0,,137792.0,2.95328e-05,0.1,0.7305109 +3838.4,3880.7837,0.007958486,1702.3328,8830000.0,5187.0,551875.0,,137952.0,2.92768e-05,0.1,0.68459404 +3825.4,3880.594,-0.008064373,1702.6194,8840000.0,5192.0,552500.0,,138112.0,2.90208e-05,0.1,0.67128104 +3825.9,3880.714,-0.005017358,1702.5779,8850000.0,5198.0,553125.0,,138272.0,2.87648e-05,0.1,0.5952563 +3825.7,3880.848,0.0024494892,1702.8638,8860000.0,5203.0,553750.0,,138432.0,2.85088e-05,0.1,0.64933836 +3784.2,3880.1387,-0.006384917,1702.822,8870000.0,5209.0,554375.0,,138592.0,2.82528e-05,0.1,0.60815287 +3798.2,3879.1306,0.003966653,1703.107,8880000.0,5214.0,555000.0,,138720.0,2.8048e-05,0.1,0.6148101 +3804.4,3878.1648,0.001266731,1703.0652,8890000.0,5220.0,555625.0,,138880.0,2.7792e-05,0.1,0.6440801 +3846.4,3877.742,-0.0049801087,1703.3492,8900000.0,5225.0,556250.0,,139040.0,2.7536e-05,0.1,0.5622767 +3858.2,3878.1619,-0.0061338786,1703.3073,8910000.0,5231.0,556875.0,,139200.0,2.728e-05,0.1,0.61745304 +3835.0,3878.9277,-0.0032387392,1703.2653,8920000.0,5237.0,557500.0,,139360.0,2.7024e-05,0.1,0.5955587 +3829.5,3879.2957,-0.005660722,1703.5482,8930000.0,5242.0,558125.0,,139520.0,2.6768e-05,0.1,0.6548081 +3819.5,3878.9756,0.0007398967,1703.5061,8940000.0,5248.0,558750.0,,139680.0,2.6512e-05,0.1,0.5349121 +3770.3,3877.97,-0.0093664685,1703.7883,8950000.0,5253.0,559375.0,,139840.0,2.6256e-05,0.1,0.7154279 +3782.3,3877.61,-0.0047039655,1703.746,8960000.0,5259.0,560000.0,,140000.0,2.6e-05,0.1,0.66194713 +3847.1,3877.8328,-0.0041034445,1704.0273,8970000.0,5264.0,560625.0,,140128.0,2.57952e-05,0.1,0.5945015 +3872.6,3877.811,-0.0038765809,1703.9849,8980000.0,5270.0,561250.0,,140288.0,2.55392e-05,0.1,0.59108925 +3857.0,3877.317,-0.004101667,1703.9424,8990000.0,5276.0,561875.0,,140448.0,2.52832e-05,0.1,0.6708431 +3883.0,3877.107,-0.0061632125,1703.9,9000000.0,5282.0,562500.0,,140608.0,2.50272e-05,0.1,0.6822792 +3908.5,3877.3496,-0.004639787,1704.18,9010000.0,5287.0,563125.0,,140768.0,2.47712e-05,0.1,0.64111674 +3890.5,3877.248,-0.007472556,1704.4596,9020000.0,5292.0,563750.0,,140928.0,2.45152e-05,0.1,0.67326355 +3895.0,3877.5938,-0.0019557506,1704.4167,9030000.0,5298.0,564375.0,,141088.0,2.42592e-05,0.1,0.54321265 +3905.5,3878.18,-0.004601823,1704.6954,9040000.0,5303.0,565000.0,,141248.0,2.40032e-05,0.1,0.76921594 +3923.0,3878.965,-0.0047420054,1704.9736,9050000.0,5308.0,565625.0,,141376.0,2.37984e-05,0.1,0.6976185 +3863.0,3878.89,-0.0028136324,1704.9304,9060000.0,5314.0,566250.0,,141536.0,2.35424e-05,0.1,0.5684645 +3913.2,3879.1838,-0.0060489555,1705.2078,9070000.0,5319.0,566875.0,,141696.0,2.32864e-05,0.1,0.65884256 +3919.2,3879.6086,-0.0017942108,1705.1643,9080000.0,5325.0,567500.0,,141856.0,2.30304e-05,0.1,0.5056263 +3910.7,3879.8757,-0.0027075838,1705.4409,9090000.0,5330.0,568125.0,,142016.0,2.27744e-05,0.1,0.6481278 +3900.5,3880.3806,-0.00031457914,1705.3973,9100000.0,5336.0,568750.0,,142176.0,2.25184e-05,0.1,0.65028083 +3874.1,3880.3816,-0.0054431185,1705.6731,9110000.0,5341.0,569375.0,,142336.0,2.22624e-05,0.1,0.6240866 +3886.6,3880.3774,-0.0074194637,1705.6293,9120000.0,5347.0,570000.0,,142496.0,2.20064e-05,0.1,0.6530372 +3870.0,3880.1028,-0.0033529098,1705.9043,9130000.0,5352.0,570625.0,,142656.0,2.17504e-05,0.1,0.6643265 +3851.0,3880.2388,-0.001572673,1706.1788,9140000.0,5357.0,571250.0,,142784.0,2.15456e-05,0.1,0.62052965 +3894.0,3880.742,-0.005084918,1706.4528,9150000.0,5362.0,571875.0,,142944.0,2.12896e-05,0.1,0.63484687 +3893.5,3881.219,-0.0016294292,1706.4083,9160000.0,5368.0,572500.0,,143104.0,2.10336e-05,0.1,0.61437136 +3902.7,3881.8809,-0.0066523165,1706.6815,9170000.0,5373.0,573125.0,,143264.0,2.07776e-05,0.1,0.6897751 +3842.2,3881.7607,-7.9413e-06,1706.637,9180000.0,5379.0,573750.0,,143424.0,2.05216e-05,0.1,0.586923 +3853.7,3881.8486,-0.0030961651,1706.9093,9190000.0,5384.0,574375.0,,143584.0,2.02656e-05,0.1,0.6766385 +3821.5,3881.5066,-0.0070394566,1707.1813,9200000.0,5389.0,575000.0,,143744.0,2.00096e-05,0.1,0.72401375 +3932.5,3882.1519,-0.0074475715,1707.1362,9210000.0,5395.0,575625.0,,143904.0,1.97536e-05,0.1,0.7581437 +3903.5,3882.045,-0.0017051774,1707.4073,9220000.0,5400.0,576250.0,,144032.0,1.95488e-05,0.1,0.7039209 +3862.0,3881.2532,-0.0030827448,1707.6781,9230000.0,5405.0,576875.0,,144192.0,1.92928e-05,0.1,0.54902464 +3844.0,3879.8806,-0.008694724,1707.9482,9240000.0,5410.0,577500.0,,144352.0,1.90368e-05,0.1,0.7621795 +3933.5,3879.331,0.00027331678,1708.2179,9250000.0,5415.0,578125.0,,144512.0,1.87808e-05,0.1,0.4759987 +3948.0,3878.9456,-0.0073417444,1708.1719,9260000.0,5421.0,578750.0,,144672.0,1.85248e-05,0.1,0.72272503 +3952.0,3878.571,-0.001668605,1708.4408,9270000.0,5426.0,579375.0,,144832.0,1.82688e-05,0.1,0.54031044 +3928.0,3877.8357,-0.0042149937,1708.7092,9280000.0,5431.0,580000.0,,144992.0,1.80128e-05,0.1,0.71819544 +3964.5,3877.811,-0.00064849074,1708.6628,9290000.0,5437.0,580625.0,,145152.0,1.77568e-05,0.1,0.6650174 +3963.6,3877.9866,0.00018576259,1708.9305,9300000.0,5442.0,581250.0,,145312.0,1.75008e-05,0.1,0.62362754 +3942.6,3877.973,-0.0010106172,1709.1978,9310000.0,5447.0,581875.0,,145440.0,1.7296e-05,0.1,0.6959058 +3904.5,3877.2727,-0.002030168,1709.4645,9320000.0,5452.0,582500.0,,145600.0,1.704e-05,0.1,0.6500636 +3891.7,3876.6096,-0.0066611683,1709.4174,9330000.0,5458.0,583125.0,,145760.0,1.6784e-05,0.1,0.637585 +3954.7,3876.6917,-0.0034028136,1709.6833,9340000.0,5463.0,583750.0,,145920.0,1.6528e-05,0.1,0.6278932 +3943.5,3877.532,-0.00072100793,1709.6361,9350000.0,5469.0,584375.0,,146080.0,1.6272e-05,0.1,0.6417558 +3941.5,3878.2969,-0.0062637934,1709.589,9360000.0,5475.0,585000.0,,146240.0,1.6016e-05,0.1,0.6907784 +3897.0,3878.327,-0.0039713685,1709.854,9370000.0,5480.0,585625.0,,146400.0,1.576e-05,0.1,0.63180435 +3861.0,3877.912,-0.0033424832,1710.1185,9380000.0,5485.0,586250.0,,146560.0,1.5504e-05,0.1,0.6942965 +3851.0,3877.472,-0.005459631,1710.3826,9390000.0,5490.0,586875.0,,146688.0,1.52992e-05,0.1,0.7709757 +3934.0,3877.577,-0.0040197545,1710.646,9400000.0,5495.0,587500.0,,146848.0,1.50432e-05,0.1,0.573426 +3929.5,3878.01,-0.0051399563,1710.598,9410000.0,5501.0,588125.0,,147008.0,1.47872e-05,0.1,0.6888074 +3885.0,3878.4282,0.0003719714,1710.8608,9420000.0,5506.0,588750.0,,147168.0,1.45312e-05,0.1,0.6244168 +3908.5,3879.211,-0.0051510893,1710.8127,9430000.0,5512.0,589375.0,,147328.0,1.42752e-05,0.1,0.7083186 +3943.0,3880.346,-0.0020268168,1710.7648,9440000.0,5518.0,590000.0,,147488.0,1.40192e-05,0.1,0.676962 +3966.0,3881.6309,0.00014597055,1711.0266,9450000.0,5523.0,590625.0,,147648.0,1.37632e-05,0.1,0.6853383 +3927.5,3882.9863,0.00020640195,1711.288,9460000.0,5528.0,591250.0,,147808.0,1.35072e-05,0.1,0.60165167 +3864.5,3883.191,-0.005047689,1711.2396,9470000.0,5534.0,591875.0,,147968.0,1.32512e-05,0.1,0.66725326 +3877.0,3883.4941,-0.0038777129,1711.5002,9480000.0,5539.0,592500.0,,148096.0,1.30464e-05,0.1,0.6681874 +3844.7,3882.7737,-0.0014422076,1711.7605,9490000.0,5544.0,593125.0,,148256.0,1.27904e-05,0.1,0.69985276 +3841.2,3882.0588,-0.005024071,1712.0201,9500000.0,5549.0,593750.0,,148416.0,1.25344e-05,0.1,0.6381681 +3836.7,3881.0906,-0.0054127635,1711.9712,9510000.0,5555.0,594375.0,,148576.0,1.22784e-05,0.1,0.7674391 +3809.0,3880.0305,-0.0029715355,1712.2302,9520000.0,5560.0,595000.0,,148736.0,1.20224e-05,0.1,0.62028944 +3776.5,3878.8506,0.00068068237,1712.1812,9530000.0,5566.0,595625.0,,148896.0,1.17664e-05,0.1,0.77602893 +3756.0,3877.4607,-0.003195254,1712.1321,9540000.0,5572.0,596250.0,,149056.0,1.15104e-05,0.1,0.6045284 +3804.0,3876.6157,-0.006728688,1712.3901,9550000.0,5577.0,596875.0,,149216.0,1.12544e-05,0.1,0.7128601 +3900.5,3877.1338,-0.002033418,1712.6478,9560000.0,5582.0,597500.0,,149344.0,1.10496e-05,0.1,0.6946751 +3860.0,3876.9568,0.0007762659,1712.9049,9570000.0,5587.0,598125.0,,149504.0,1.07936e-05,0.1,0.6286461 +3798.0,3875.835,-0.003444695,1712.8553,9580000.0,5593.0,598750.0,,149664.0,1.05376e-05,0.1,0.7005271 +3773.5,3874.271,-0.0024530413,1713.1118,9590000.0,5598.0,599375.0,,149824.0,1.02816e-05,0.1,0.7322484 +3759.5,3873.482,-0.0052664117,1713.3678,9600000.0,5603.0,600000.0,,149984.0,1.00256e-05,0.1,0.6644038 +3803.0,3872.8118,-0.0047811456,1713.3179,9610000.0,5609.0,600625.0,,150144.0,9.7696e-06,0.1,0.67269063 +3821.5,3872.1018,-0.00709111,1713.5732,9620000.0,5614.0,601250.0,,150304.0,9.5136e-06,0.1,0.70190096 +3805.5,3871.4868,-0.0036697336,1713.8281,9630000.0,5619.0,601875.0,,150464.0,9.2576e-06,0.1,0.69905293 +3801.0,3870.3289,-0.0032103946,1714.0825,9640000.0,5624.0,602500.0,,150624.0,9.0016e-06,0.1,0.60916275 +3813.5,3869.441,0.0015420923,1714.3364,9650000.0,5629.0,603125.0,,150752.0,8.7968e-06,0.1,0.6347767 +3812.5,3868.5227,-0.0051603285,1714.59,9660000.0,5634.0,603750.0,,150912.0,8.5408e-06,0.1,0.7088726 +3836.5,3868.4482,-0.0014208566,1714.5391,9670000.0,5640.0,604375.0,,151072.0,8.2848e-06,0.1,0.6062282 +3775.5,3867.7478,-0.004164927,1714.7919,9680000.0,5645.0,605000.0,,151232.0,8.0288e-06,0.1,0.7371083 +3787.0,3866.7979,-0.0008502761,1714.7407,9690000.0,5651.0,605625.0,,151392.0,7.7728e-06,0.1,0.68415403 +3811.0,3866.212,-0.0025271163,1714.9929,9700000.0,5656.0,606250.0,,151552.0,7.5168e-06,0.1,0.61586 +3859.0,3865.8809,0.0039280327,1714.9418,9710000.0,5662.0,606875.0,,151712.0,7.2608e-06,0.1,0.6136701 +3859.0,3865.11,-0.0055424212,1715.1932,9720000.0,5667.0,607500.0,,151872.0,7.0048e-06,0.1,0.7274995 +3872.0,3864.473,0.00043551566,1715.4443,9730000.0,5672.0,608125.0,,152000.0,6.8e-06,0.1,0.7703996 +3867.0,3863.7412,-0.0009166465,1715.695,9740000.0,5677.0,608750.0,,152160.0,6.544e-06,0.1,0.7079518 +3806.5,3862.5288,-0.0028023769,1715.6432,9750000.0,5683.0,609375.0,,152320.0,6.288e-06,0.1,0.73762417 +3806.0,3861.9287,0.008095922,1715.8931,9760000.0,5688.0,610000.0,,152480.0,6.032e-06,0.1,0.6482141 +3748.8,3861.137,-0.004673713,1716.1426,9770000.0,5693.0,610625.0,,152640.0,5.776e-06,0.1,0.67801094 +3743.3,3859.9502,-0.0018651851,1716.0906,9780000.0,5699.0,611250.0,,152800.0,5.52e-06,0.1,0.6123272 +3746.5,3859.095,-0.005774439,1716.3394,9790000.0,5704.0,611875.0,,152960.0,5.264e-06,0.1,0.6788529 +3775.5,3858.4395,-0.0016456781,1716.2872,9800000.0,5710.0,612500.0,,153120.0,5.008e-06,0.1,0.5706378 +3780.5,3857.883,-0.0042446735,1716.2351,9810000.0,5716.0,613125.0,,153280.0,4.752e-06,0.1,0.65369344 +3760.5,3857.268,-0.0051162154,1716.4832,9820000.0,5721.0,613750.0,,153408.0,4.5472e-06,0.1,0.68612003 +3729.5,3856.179,0.0037118925,1716.7307,9830000.0,5726.0,614375.0,,153568.0,4.2912e-06,0.1,0.661676 +3779.5,3855.72,-0.00173908,1716.6783,9840000.0,5732.0,615000.0,,153728.0,4.0352e-06,0.1,0.7192476 +3883.0,3856.2913,-0.001854111,1716.626,9850000.0,5738.0,615625.0,,153888.0,3.7792e-06,0.1,0.62332225 +3880.0,3856.834,-0.002033013,1716.8727,9860000.0,5743.0,616250.0,,154048.0,3.5232e-06,0.1,0.67345613 +3868.5,3857.6772,-0.0009120316,1717.119,9870000.0,5748.0,616875.0,,154208.0,3.2672e-06,0.1,0.6610205 +3890.0,3858.595,0.0015220931,1717.0664,9880000.0,5754.0,617500.0,,154368.0,3.0112e-06,0.1,0.6760073 +3913.0,3859.681,0.002581159,1717.0139,9890000.0,5760.0,618125.0,,154528.0,2.7552e-06,0.1,0.57855594 +3828.0,3859.4968,-0.0016140218,1717.2593,9900000.0,5765.0,618750.0,,154656.0,2.5504e-06,0.1,0.6397338 +3792.5,3858.84,-0.0032695401,1717.5043,9910000.0,5770.0,619375.0,,154816.0,2.2944e-06,0.1,0.756725 +3800.0,3858.49,0.0019350706,1717.7489,9920000.0,5775.0,620000.0,,154976.0,2.0384e-06,0.1,0.5520132 +3803.5,3858.23,0.002874997,1717.993,9930000.0,5780.0,620625.0,,155136.0,1.7824e-06,0.1,0.6733602 +3850.0,3858.535,-0.0025700973,1717.9398,9940000.0,5786.0,621250.0,,155296.0,1.5264e-06,0.1,0.59851336 +3774.5,3858.577,-0.0012653104,1718.1833,9950000.0,5791.0,621875.0,,155456.0,1.2704e-06,0.1,0.76053125 +3783.0,3858.584,0.0012542815,1718.4265,9960000.0,5796.0,622500.0,,155616.0,1.0144e-06,0.1,0.64568657 +3788.0,3857.9932,0.000278622,1718.3729,9970000.0,5802.0,623125.0,,155776.0,7.584e-07,0.1,0.71492165 +3818.0,3857.4473,9.3976545e-05,1718.0238,9980000.0,5809.0,623750.0,,155936.0,5.024e-07,0.1,0.616022 +3798.0,3856.857,9.53867e-05,1718.2662,9990000.0,5814.0,624375.0,,156064.0,2.976e-07,0.1,0.5842908 +3749.0,3855.5168,-0.00075542764,1718.5083,10000000.0,5819.0,625000.0,,156224.0,4.16e-08,0.1,0.7031628 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..660dc186433812d8f9f119046ff3cb02b69718e5 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3855.516845703125, + "strength": 2808.653564453125, + "max_strength": 3376.699951171875, + "final_strength": 3031.199951171875, + "sample_efficiency": 2.376913954549309e-07, + "training_efficiency": 1.521402555226814e-05, + "stability": 0.9943042993545532 + }, + "local": { + "mean_returns": [ + 756.25, + 614.0425415039062, + 585.4545288085938, + 566.9473876953125, + 533.0, + 528.2000122070312, + 528.2000122070312, + 533.0, + 528.0, + 534.0, + 549.4000244140625, + 550.4000244140625, + 554.0, + 551.7999877929688, + 533.4000244140625, + 529.4000244140625, + 527.0, + 527.5999755859375, + 532.0, + 536.2000122070312, + 555.0, + 571.2000122070312, + 581.4000244140625, + 594.2000122070312, + 585.4000244140625, + 563.7999877929688, + 552.7999877929688, + 554.7999877929688, + 547.4000244140625, + 551.2000122070312, + 551.5999755859375, + 533.7999877929688, + 543.0, + 540.5999755859375, + 534.5999755859375, + 546.2000122070312, + 543.5999755859375, + 534.0, + 535.7999877929688, + 528.4000244140625, + 529.4000244140625, + 538.2000122070312, + 543.0, + 548.0, + 549.0, + 549.7999877929688, + 554.7999877929688, + 550.7999877929688, + 553.4000244140625, + 544.7999877929688, + 541.4000244140625, + 542.5999755859375, + 545.7999877929688, + 565.2000122070312, + 577.7999877929688, + 590.4000244140625, + 617.2000122070312, + 609.5999755859375, + 614.0, + 632.0, + 595.7999877929688, + 593.2000122070312, + 565.7999877929688, + 557.5999755859375, + 569.5999755859375, + 587.7999877929688, + 607.0, + 606.0, + 637.5999755859375, + 663.4000244140625, + 725.0, + 843.4000244140625, + 924.7999877929688, + 1102.800048828125, + 1299.800048828125, + 1490.800048828125, + 1664.199951171875, + 1734.0, + 1797.199951171875, + 1784.800048828125, + 1811.800048828125, + 1781.4000244140625, + 1872.4000244140625, + 2118.199951171875, + 2367.699951171875, + 2608.89990234375, + 2706.300048828125, + 2756.10009765625, + 2689.0, + 2713.0, + 2723.800048828125, + 2722.800048828125, + 2837.0, + 2904.5, + 2843.10009765625, + 2806.699951171875, + 2821.89990234375, + 2808.0, + 2883.60009765625, + 3071.60009765625, + 3082.60009765625, + 3021.10009765625, + 3032.39990234375, + 2929.89990234375, + 2903.5, + 2969.800048828125, + 2960.699951171875, + 3026.699951171875, + 3141.10009765625, + 3181.39990234375, + 3200.800048828125, + 3101.0, + 2981.199951171875, + 2899.89990234375, + 2881.699951171875, + 3032.10009765625, + 3012.5, + 2997.300048828125, + 3039.800048828125, + 2969.800048828125, + 3073.300048828125, + 3143.800048828125, + 3172.39990234375, + 3288.0, + 3235.10009765625, + 3280.699951171875, + 3185.89990234375, + 3147.10009765625, + 3130.39990234375, + 3074.89990234375, + 3152.699951171875, + 3118.39990234375, + 3159.89990234375, + 3190.60009765625, + 3127.60009765625, + 3148.0, + 3125.5, + 3007.699951171875, + 3057.89990234375, + 3121.699951171875, + 3092.89990234375, + 3195.39990234375, + 3191.800048828125, + 3269.60009765625, + 3269.800048828125, + 3215.800048828125, + 3171.5, + 3204.10009765625, + 3334.300048828125, + 3392.39990234375, + 3422.60009765625, + 3352.60009765625, + 3305.800048828125, + 3264.60009765625, + 3236.39990234375, + 3306.60009765625, + 3229.199951171875, + 3296.39990234375, + 3320.39990234375, + 3250.60009765625, + 3378.199951171875, + 3378.300048828125, + 3321.60009765625, + 3376.699951171875, + 3375.800048828125, + 3351.300048828125, + 3353.5, + 3288.89990234375, + 3244.10009765625, + 3339.89990234375, + 3401.300048828125, + 3406.699951171875, + 3385.800048828125, + 3382.39990234375, + 3348.5, + 3380.699951171875, + 3429.10009765625, + 3307.39990234375, + 3347.699951171875, + 3263.300048828125, + 3338.300048828125, + 3300.5, + 3299.39990234375, + 3238.300048828125, + 3259.699951171875, + 3362.60009765625, + 3318.300048828125, + 3410.39990234375, + 3386.800048828125, + 3331.60009765625, + 3301.89990234375, + 3294.10009765625, + 3314.39990234375, + 3359.5, + 3371.5, + 3419.10009765625, + 3418.699951171875, + 3442.10009765625, + 3514.800048828125, + 3547.199951171875, + 3533.199951171875, + 3498.300048828125, + 3504.0, + 3516.89990234375, + 3528.39990234375, + 3593.60009765625, + 3558.5, + 3558.60009765625, + 3516.89990234375, + 3585.60009765625, + 3625.199951171875, + 3665.800048828125, + 3593.5, + 3592.60009765625, + 3610.5, + 3607.39990234375, + 3590.800048828125, + 3551.89990234375, + 3588.89990234375, + 3549.39990234375, + 3550.300048828125, + 3572.699951171875, + 3615.60009765625, + 3646.800048828125, + 3653.10009765625, + 3605.10009765625, + 3675.39990234375, + 3733.60009765625, + 3711.800048828125, + 3674.0, + 3595.300048828125, + 3622.89990234375, + 3679.89990234375, + 3750.699951171875, + 3708.89990234375, + 3696.199951171875, + 3638.699951171875, + 3577.60009765625, + 3586.0, + 3613.699951171875, + 3653.60009765625, + 3633.5, + 3720.300048828125, + 3714.39990234375, + 3781.699951171875, + 3746.800048828125, + 3688.800048828125, + 3722.0, + 3704.60009765625, + 3676.5, + 3663.300048828125, + 3679.300048828125, + 3673.699951171875, + 3705.39990234375, + 3694.800048828125, + 3687.699951171875, + 3744.699951171875, + 3861.39990234375, + 3879.89990234375, + 3883.300048828125, + 3743.60009765625, + 3780.699951171875, + 3719.800048828125, + 3719.199951171875, + 3658.199951171875, + 3681.10009765625, + 3691.89990234375, + 3771.699951171875, + 3783.699951171875, + 3751.60009765625, + 3767.89990234375, + 3726.199951171875, + 3807.39990234375, + 3843.60009765625, + 3882.199951171875, + 3862.300048828125, + 3797.10009765625, + 3696.5, + 3742.10009765625, + 3764.5, + 3789.800048828125, + 3796.10009765625, + 3808.39990234375, + 3807.5, + 3747.0, + 3743.10009765625, + 3777.5, + 3831.5, + 3827.800048828125, + 3853.39990234375, + 3866.800048828125, + 3915.89990234375, + 3859.300048828125, + 3777.300048828125, + 3693.699951171875, + 3656.10009765625, + 3695.39990234375, + 3708.300048828125, + 3795.5, + 3815.10009765625, + 3871.800048828125, + 3830.199951171875, + 3839.5, + 3836.0, + 3867.199951171875, + 3858.300048828125, + 3828.89990234375, + 3822.699951171875, + 3893.89990234375, + 3864.699951171875, + 3810.39990234375, + 3708.0, + 3720.89990234375, + 3764.699951171875, + 3915.699951171875, + 3919.5, + 3903.10009765625, + 3849.0, + 3862.699951171875, + 3889.800048828125, + 3832.89990234375, + 3876.300048828125, + 3900.699951171875, + 3910.0, + 3879.89990234375, + 3830.699951171875, + 3818.10009765625, + 3803.0, + 3803.800048828125, + 3794.300048828125, + 3769.39990234375, + 3740.0, + 3730.0, + 3797.800048828125, + 3816.800048828125, + 3868.699951171875, + 3877.0, + 3882.89990234375, + 3766.10009765625, + 3794.60009765625, + 3729.60009765625, + 3774.0, + 3811.89990234375, + 3861.39990234375, + 3851.39990234375, + 3794.699951171875, + 3781.60009765625, + 3807.300048828125, + 3920.699951171875, + 3944.199951171875, + 3999.699951171875, + 3895.699951171875, + 3948.10009765625, + 3845.5, + 3837.5, + 3894.0, + 3867.699951171875, + 3857.60009765625, + 3791.60009765625, + 3814.199951171875, + 3835.5, + 3889.199951171875, + 3921.199951171875, + 3911.300048828125, + 3827.800048828125, + 3854.60009765625, + 3863.39990234375, + 3898.10009765625, + 3906.199951171875, + 3907.199951171875, + 3956.10009765625, + 3925.39990234375, + 3895.199951171875, + 3951.89990234375, + 3930.39990234375, + 4001.199951171875, + 3995.699951171875, + 3991.0, + 3932.60009765625, + 3930.39990234375, + 3936.699951171875, + 3966.199951171875, + 3985.800048828125, + 3970.199951171875, + 3953.10009765625, + 3900.199951171875, + 3883.699951171875, + 3904.199951171875, + 3972.60009765625, + 3966.800048828125, + 4000.89990234375, + 3985.60009765625, + 4015.39990234375, + 4017.300048828125, + 3956.199951171875, + 3894.0, + 3833.39990234375, + 3909.10009765625, + 3921.800048828125, + 3983.5, + 3930.89990234375, + 3869.300048828125, + 3927.300048828125, + 3961.89990234375, + 3956.0, + 3927.199951171875, + 3908.0, + 3956.10009765625, + 3963.5, + 4017.300048828125, + 3997.699951171875, + 3945.199951171875, + 3907.89990234375, + 3902.10009765625, + 3936.10009765625, + 3899.39990234375, + 3928.39990234375, + 3893.60009765625, + 3949.10009765625, + 3947.39990234375, + 3970.10009765625, + 3983.39990234375, + 3915.89990234375, + 3936.5, + 3923.5, + 3878.5, + 3829.0, + 3818.0, + 3905.699951171875, + 3877.699951171875, + 3915.199951171875, + 3976.89990234375, + 4032.0, + 3916.39990234375, + 3922.699951171875, + 3949.89990234375, + 3921.89990234375, + 3918.60009765625, + 3875.10009765625, + 3863.199951171875, + 3871.699951171875, + 3920.60009765625, + 3957.89990234375, + 3986.39990234375, + 3990.199951171875, + 3918.300048828125, + 3877.199951171875, + 3852.89990234375, + 3802.5, + 3766.39990234375, + 3851.89990234375, + 3845.39990234375, + 3871.60009765625, + 3797.5, + 3822.10009765625, + 3904.39990234375, + 3899.0, + 3872.89990234375, + 3873.89990234375, + 3850.5, + 3799.60009765625, + 3817.699951171875, + 3803.10009765625, + 3829.89990234375, + 3861.199951171875, + 3935.199951171875, + 3992.5, + 3973.39990234375, + 3979.60009765625, + 3950.199951171875, + 3954.0, + 3959.39990234375, + 3957.0, + 4060.800048828125, + 4058.199951171875, + 4048.60009765625, + 4003.0, + 4030.0, + 4006.39990234375, + 4004.10009765625, + 4001.60009765625, + 4010.0, + 4008.10009765625, + 4031.300048828125, + 4014.800048828125, + 3950.5, + 3941.5, + 4024.300048828125, + 4000.300048828125, + 3967.300048828125, + 3955.0, + 3984.0, + 3935.699951171875, + 3939.199951171875, + 3910.0, + 3940.89990234375, + 3956.699951171875, + 3901.39990234375, + 3930.5, + 3930.699951171875, + 3990.199951171875, + 3986.699951171875, + 3959.699951171875, + 4026.89990234375, + 4000.0, + 4051.300048828125, + 4058.5, + 4094.5, + 3976.5, + 3953.699951171875, + 3899.699951171875, + 3943.0, + 3946.199951171875, + 4005.39990234375, + 3968.39990234375, + 3986.5, + 4037.10009765625, + 4092.800048828125, + 4033.300048828125, + 3978.699951171875, + 3946.699951171875, + 3935.699951171875, + 3918.5, + 3987.39990234375, + 3940.5, + 4019.5, + 3977.5, + 4021.5, + 3906.0, + 3864.5, + 3890.10009765625, + 3917.699951171875, + 3927.89990234375, + 3861.300048828125, + 3927.39990234375, + 3984.0, + 3965.0, + 3931.0, + 3924.5, + 3975.199951171875, + 3965.199951171875, + 4008.699951171875, + 3916.199951171875, + 3877.800048828125, + 3880.60009765625, + 3924.10009765625, + 3984.5, + 3939.5, + 3990.0, + 3950.0, + 3984.5, + 3957.5, + 4014.0, + 3952.0, + 3927.699951171875, + 3848.699951171875, + 3899.699951171875, + 3863.10009765625, + 3905.39990234375, + 3882.0, + 3915.89990234375, + 3937.10009765625, + 3889.699951171875, + 3919.699951171875, + 3952.10009765625, + 3981.60009765625, + 3933.0, + 3966.5, + 3979.5, + 3968.5, + 4028.0, + 3985.0, + 3985.39990234375, + 3937.10009765625, + 3972.89990234375, + 3951.39990234375, + 3914.699951171875, + 3968.199951171875, + 4002.39990234375, + 4054.89990234375, + 4002.39990234375, + 3957.300048828125, + 3951.60009765625, + 3866.60009765625, + 3883.0, + 3993.0, + 4009.5, + 3934.5, + 3877.699951171875, + 3873.699951171875, + 3916.199951171875, + 3945.699951171875, + 3919.199951171875, + 3921.199951171875, + 3953.10009765625, + 3938.10009765625, + 3896.0, + 3891.0, + 3868.5, + 3888.0, + 3871.5, + 3921.5, + 3909.699951171875, + 3878.89990234375, + 3857.699951171875, + 3887.300048828125, + 3878.800048828125, + 3935.0, + 3941.39990234375, + 3927.5, + 3939.5, + 3916.199951171875, + 3919.5, + 3918.300048828125, + 3991.60009765625, + 3971.800048828125, + 4018.199951171875, + 3917.199951171875, + 3897.0, + 3896.0, + 3900.0, + 3867.0, + 3879.5, + 3978.0, + 4023.0, + 4022.0, + 3940.199951171875, + 3929.699951171875, + 3935.89990234375, + 3962.199951171875, + 3949.0, + 3939.89990234375, + 3929.39990234375, + 3898.39990234375, + 3922.0, + 3907.5, + 3960.0, + 3950.5, + 3954.0, + 3893.5, + 3900.699951171875, + 3883.39990234375, + 3918.10009765625, + 3900.89990234375, + 3905.60009765625, + 3942.89990234375, + 3887.199951171875, + 3848.5, + 3785.0, + 3874.0, + 3942.0, + 3911.699951171875, + 3946.199951171875, + 3912.0, + 3861.39990234375, + 3922.60009765625, + 3948.10009765625, + 3929.5, + 3891.0, + 3899.0, + 3930.0, + 3944.5, + 3914.5, + 3901.699951171875, + 3922.699951171875, + 3980.699951171875, + 3951.5, + 3923.0, + 3917.699951171875, + 3886.199951171875, + 3856.89990234375, + 3866.199951171875, + 3869.699951171875, + 3920.5, + 3990.5, + 3975.0, + 3890.0, + 3842.5, + 3833.10009765625, + 3864.60009765625, + 3924.300048828125, + 3929.300048828125, + 3922.5, + 3978.5, + 3969.699951171875, + 3897.10009765625, + 3825.300048828125, + 3821.699951171875, + 3939.0, + 4020.0, + 3963.10009765625, + 3913.10009765625, + 3899.699951171875, + 3836.699951171875, + 3822.699951171875, + 3908.89990234375, + 3934.39990234375, + 3967.5, + 3961.0, + 3968.0, + 3969.0, + 3912.0, + 3914.300048828125, + 3995.800048828125, + 3914.300048828125, + 3863.0, + 3878.0, + 3893.0, + 3884.89990234375, + 3857.89990234375, + 3905.0, + 3904.5, + 3885.5, + 3904.699951171875, + 3945.89990234375, + 3938.199951171875, + 3913.39990234375, + 3934.199951171875, + 3888.0, + 3812.39990234375, + 3836.89990234375, + 3843.10009765625, + 3921.39990234375, + 3931.10009765625, + 3862.89990234375, + 3884.0, + 3940.5, + 3979.5, + 3925.5, + 3915.800048828125, + 3862.300048828125, + 3850.300048828125, + 3910.199951171875, + 3868.699951171875, + 3854.699951171875, + 3824.89990234375, + 3904.89990234375, + 3977.89990234375, + 4028.39990234375, + 3964.800048828125, + 3898.10009765625, + 3850.60009765625, + 3836.699951171875, + 3826.699951171875, + 3911.199951171875, + 3886.0, + 3873.0, + 3882.5, + 3943.0, + 3948.0, + 3928.5, + 3924.300048828125, + 3905.5, + 3932.0, + 3887.10009765625, + 3888.699951171875, + 3927.5, + 3988.0, + 3958.699951171875, + 3933.199951171875, + 3852.199951171875, + 3838.5, + 3848.0, + 3852.5, + 3857.5, + 3799.800048828125, + 3783.800048828125, + 3778.800048828125, + 3860.39990234375, + 3848.39990234375, + 3878.0, + 3845.0, + 3842.5, + 3857.60009765625, + 3884.60009765625, + 3942.0, + 3944.89990234375, + 3928.89990234375, + 3910.199951171875, + 3892.0, + 3789.699951171875, + 3739.199951171875, + 3792.39990234375, + 3844.39990234375, + 3813.89990234375, + 3812.300048828125, + 3855.10009765625, + 3899.0, + 3901.0, + 3888.699951171875, + 3816.199951171875, + 3758.39990234375, + 3792.699951171875, + 3851.5, + 3870.89990234375, + 3818.300048828125, + 3824.800048828125, + 3874.800048828125, + 3906.39990234375, + 3904.0, + 3884.199951171875, + 3900.699951171875, + 3860.39990234375, + 3846.89990234375, + 3844.5, + 3870.5, + 3883.800048828125, + 3876.699951171875, + 3884.0, + 3850.0, + 3874.0, + 3887.0, + 3897.5, + 3837.39990234375, + 3843.699951171875, + 3845.800048828125, + 3836.5, + 3854.199951171875, + 3844.89990234375, + 3855.699951171875, + 3868.0, + 3914.199951171875, + 3941.199951171875, + 3981.199951171875, + 3988.5, + 3986.5, + 3989.5, + 4001.5, + 3967.0, + 3946.0, + 3944.0, + 3974.5, + 3958.0, + 3946.5, + 3859.5, + 3865.0, + 3894.0, + 3902.5, + 3895.0, + 3923.5, + 3886.199951171875, + 3843.199951171875, + 3830.199951171875, + 3829.5, + 3837.5, + 3792.0, + 3844.0, + 3846.699951171875, + 3916.699951171875, + 3912.699951171875, + 3933.5, + 3915.0, + 3894.5, + 3895.0, + 3888.5, + 3848.699951171875, + 3877.699951171875, + 3910.199951171875, + 3929.89990234375, + 3838.39990234375, + 3870.0, + 3892.5, + 3867.0, + 3916.800048828125, + 3902.300048828125, + 3904.300048828125, + 3844.0, + 3845.5, + 3882.0, + 3869.60009765625, + 3892.10009765625, + 3936.10009765625, + 3935.699951171875, + 3940.199951171875, + 3927.699951171875, + 3866.0, + 3828.0, + 3862.0, + 3832.0, + 3841.10009765625, + 3836.10009765625, + 3822.0, + 3838.39990234375, + 3825.39990234375, + 3825.89990234375, + 3825.699951171875, + 3784.199951171875, + 3798.199951171875, + 3804.39990234375, + 3846.39990234375, + 3858.199951171875, + 3835.0, + 3829.5, + 3819.5, + 3770.300048828125, + 3782.300048828125, + 3847.10009765625, + 3872.60009765625, + 3857.0, + 3883.0, + 3908.5, + 3890.5, + 3895.0, + 3905.5, + 3923.0, + 3863.0, + 3913.199951171875, + 3919.199951171875, + 3910.699951171875, + 3900.5, + 3874.10009765625, + 3886.60009765625, + 3870.0, + 3851.0, + 3894.0, + 3893.5, + 3902.699951171875, + 3842.199951171875, + 3853.699951171875, + 3821.5, + 3932.5, + 3903.5, + 3862.0, + 3844.0, + 3933.5, + 3948.0, + 3952.0, + 3928.0, + 3964.5, + 3963.60009765625, + 3942.60009765625, + 3904.5, + 3891.699951171875, + 3954.699951171875, + 3943.5, + 3941.5, + 3897.0, + 3861.0, + 3851.0, + 3934.0, + 3929.5, + 3885.0, + 3908.5, + 3943.0, + 3966.0, + 3927.5, + 3864.5, + 3877.0, + 3844.699951171875, + 3841.199951171875, + 3836.699951171875, + 3809.0, + 3776.5, + 3756.0, + 3804.0, + 3900.5, + 3860.0, + 3798.0, + 3773.5, + 3759.5, + 3803.0, + 3821.5, + 3805.5, + 3801.0, + 3813.5, + 3812.5, + 3836.5, + 3775.5, + 3787.0, + 3811.0, + 3859.0, + 3859.0, + 3872.0, + 3867.0, + 3806.5, + 3806.0, + 3748.800048828125, + 3743.300048828125, + 3746.5, + 3775.5, + 3780.5, + 3760.5, + 3729.5, + 3779.5, + 3883.0, + 3880.0, + 3868.5, + 3890.0, + 3913.0, + 3828.0, + 3792.5, + 3800.0, + 3803.5, + 3850.0, + 3774.5, + 3783.0, + 3788.0, + 3818.0, + 3798.0, + 3749.0 + ], + "strengths": [ + 38.45001220703125, + -103.7574462890625, + -132.345458984375, + -150.85260009765625, + -184.79998779296875, + -189.5999755859375, + -189.5999755859375, + -184.79998779296875, + -189.79998779296875, + -183.79998779296875, + -168.39996337890625, + -167.39996337890625, + -163.79998779296875, + -166.0, + -184.39996337890625, + -188.39996337890625, + -190.79998779296875, + -190.20001220703125, + -185.79998779296875, + -181.5999755859375, + -162.79998779296875, + -146.5999755859375, + -136.39996337890625, + -123.5999755859375, + -132.39996337890625, + -154.0, + -165.0, + -163.0, + -170.39996337890625, + -166.5999755859375, + -166.20001220703125, + -184.0, + -174.79998779296875, + -177.20001220703125, + -183.20001220703125, + -171.5999755859375, + -174.20001220703125, + -183.79998779296875, + -182.0, + -189.39996337890625, + -188.39996337890625, + -179.5999755859375, + -174.79998779296875, + -169.79998779296875, + -168.79998779296875, + -168.0, + -163.0, + -167.0, + -164.39996337890625, + -173.0, + -176.39996337890625, + -175.20001220703125, + -172.0, + -152.5999755859375, + -140.0, + -127.39996337890625, + -100.5999755859375, + -108.20001220703125, + -103.79998779296875, + -85.79998779296875, + -122.0, + -124.5999755859375, + -152.0, + -160.20001220703125, + -148.20001220703125, + -130.0, + -110.79998779296875, + -111.79998779296875, + -80.20001220703125, + -54.39996337890625, + 7.20001220703125, + 125.60003662109375, + 207.0, + 385.00006103515625, + 582.0000610351562, + 773.0000610351562, + 946.3999633789062, + 1016.2000122070312, + 1079.39990234375, + 1067.0, + 1094.0, + 1063.60009765625, + 1154.60009765625, + 1400.39990234375, + 1649.89990234375, + 1891.099853515625, + 1988.5, + 2038.300048828125, + 1971.199951171875, + 1995.199951171875, + 2006.0, + 2005.0, + 2119.199951171875, + 2186.699951171875, + 2125.300048828125, + 2088.89990234375, + 2104.099853515625, + 2090.199951171875, + 2165.800048828125, + 2353.800048828125, + 2364.800048828125, + 2303.300048828125, + 2314.599853515625, + 2212.099853515625, + 2185.699951171875, + 2252.0, + 2242.89990234375, + 2308.89990234375, + 2423.300048828125, + 2463.599853515625, + 2483.0, + 2383.199951171875, + 2263.39990234375, + 2182.099853515625, + 2163.89990234375, + 2314.300048828125, + 2294.699951171875, + 2279.5, + 2322.0, + 2252.0, + 2355.5, + 2426.0, + 2454.599853515625, + 2570.199951171875, + 2517.300048828125, + 2562.89990234375, + 2468.099853515625, + 2429.300048828125, + 2412.599853515625, + 2357.099853515625, + 2434.89990234375, + 2400.599853515625, + 2442.099853515625, + 2472.800048828125, + 2409.800048828125, + 2430.199951171875, + 2407.699951171875, + 2289.89990234375, + 2340.099853515625, + 2403.89990234375, + 2375.099853515625, + 2477.599853515625, + 2474.0, + 2551.800048828125, + 2552.0, + 2498.0, + 2453.699951171875, + 2486.300048828125, + 2616.5, + 2674.599853515625, + 2704.800048828125, + 2634.800048828125, + 2588.0, + 2546.800048828125, + 2518.599853515625, + 2588.800048828125, + 2511.39990234375, + 2578.599853515625, + 2602.599853515625, + 2532.800048828125, + 2660.39990234375, + 2660.5, + 2603.800048828125, + 2658.89990234375, + 2658.0, + 2633.5, + 2635.699951171875, + 2571.099853515625, + 2526.300048828125, + 2622.099853515625, + 2683.5, + 2688.89990234375, + 2668.0, + 2664.599853515625, + 2630.699951171875, + 2662.89990234375, + 2711.300048828125, + 2589.599853515625, + 2629.89990234375, + 2545.5, + 2620.5, + 2582.699951171875, + 2581.599853515625, + 2520.5, + 2541.89990234375, + 2644.800048828125, + 2600.5, + 2692.599853515625, + 2669.0, + 2613.800048828125, + 2584.099853515625, + 2576.300048828125, + 2596.599853515625, + 2641.699951171875, + 2653.699951171875, + 2701.300048828125, + 2700.89990234375, + 2724.300048828125, + 2797.0, + 2829.39990234375, + 2815.39990234375, + 2780.5, + 2786.199951171875, + 2799.099853515625, + 2810.599853515625, + 2875.800048828125, + 2840.699951171875, + 2840.800048828125, + 2799.099853515625, + 2867.800048828125, + 2907.39990234375, + 2948.0, + 2875.699951171875, + 2874.800048828125, + 2892.699951171875, + 2889.599853515625, + 2873.0, + 2834.099853515625, + 2871.099853515625, + 2831.599853515625, + 2832.5, + 2854.89990234375, + 2897.800048828125, + 2929.0, + 2935.300048828125, + 2887.300048828125, + 2957.599853515625, + 3015.800048828125, + 2994.0, + 2956.199951171875, + 2877.5, + 2905.099853515625, + 2962.099853515625, + 3032.89990234375, + 2991.099853515625, + 2978.39990234375, + 2920.89990234375, + 2859.800048828125, + 2868.199951171875, + 2895.89990234375, + 2935.800048828125, + 2915.699951171875, + 3002.5, + 2996.599853515625, + 3063.89990234375, + 3029.0, + 2971.0, + 3004.199951171875, + 2986.800048828125, + 2958.699951171875, + 2945.5, + 2961.5, + 2955.89990234375, + 2987.599853515625, + 2977.0, + 2969.89990234375, + 3026.89990234375, + 3143.599853515625, + 3162.099853515625, + 3165.5, + 3025.800048828125, + 3062.89990234375, + 3002.0, + 3001.39990234375, + 2940.39990234375, + 2963.300048828125, + 2974.099853515625, + 3053.89990234375, + 3065.89990234375, + 3033.800048828125, + 3050.099853515625, + 3008.39990234375, + 3089.599853515625, + 3125.800048828125, + 3164.39990234375, + 3144.5, + 3079.300048828125, + 2978.699951171875, + 3024.300048828125, + 3046.699951171875, + 3072.0, + 3078.300048828125, + 3090.599853515625, + 3089.699951171875, + 3029.199951171875, + 3025.300048828125, + 3059.699951171875, + 3113.699951171875, + 3110.0, + 3135.599853515625, + 3149.0, + 3198.099853515625, + 3141.5, + 3059.5, + 2975.89990234375, + 2938.300048828125, + 2977.599853515625, + 2990.5, + 3077.699951171875, + 3097.300048828125, + 3154.0, + 3112.39990234375, + 3121.699951171875, + 3118.199951171875, + 3149.39990234375, + 3140.5, + 3111.099853515625, + 3104.89990234375, + 3176.099853515625, + 3146.89990234375, + 3092.599853515625, + 2990.199951171875, + 3003.099853515625, + 3046.89990234375, + 3197.89990234375, + 3201.699951171875, + 3185.300048828125, + 3131.199951171875, + 3144.89990234375, + 3172.0, + 3115.099853515625, + 3158.5, + 3182.89990234375, + 3192.199951171875, + 3162.099853515625, + 3112.89990234375, + 3100.300048828125, + 3085.199951171875, + 3086.0, + 3076.5, + 3051.599853515625, + 3022.199951171875, + 3012.199951171875, + 3080.0, + 3099.0, + 3150.89990234375, + 3159.199951171875, + 3165.099853515625, + 3048.300048828125, + 3076.800048828125, + 3011.800048828125, + 3056.199951171875, + 3094.099853515625, + 3143.599853515625, + 3133.599853515625, + 3076.89990234375, + 3063.800048828125, + 3089.5, + 3202.89990234375, + 3226.39990234375, + 3281.89990234375, + 3177.89990234375, + 3230.300048828125, + 3127.699951171875, + 3119.699951171875, + 3176.199951171875, + 3149.89990234375, + 3139.800048828125, + 3073.800048828125, + 3096.39990234375, + 3117.699951171875, + 3171.39990234375, + 3203.39990234375, + 3193.5, + 3110.0, + 3136.800048828125, + 3145.599853515625, + 3180.300048828125, + 3188.39990234375, + 3189.39990234375, + 3238.300048828125, + 3207.599853515625, + 3177.39990234375, + 3234.099853515625, + 3212.599853515625, + 3283.39990234375, + 3277.89990234375, + 3273.199951171875, + 3214.800048828125, + 3212.599853515625, + 3218.89990234375, + 3248.39990234375, + 3268.0, + 3252.39990234375, + 3235.300048828125, + 3182.39990234375, + 3165.89990234375, + 3186.39990234375, + 3254.800048828125, + 3249.0, + 3283.099853515625, + 3267.800048828125, + 3297.599853515625, + 3299.5, + 3238.39990234375, + 3176.199951171875, + 3115.599853515625, + 3191.300048828125, + 3204.0, + 3265.699951171875, + 3213.099853515625, + 3151.5, + 3209.5, + 3244.099853515625, + 3238.199951171875, + 3209.39990234375, + 3190.199951171875, + 3238.300048828125, + 3245.699951171875, + 3299.5, + 3279.89990234375, + 3227.39990234375, + 3190.099853515625, + 3184.300048828125, + 3218.300048828125, + 3181.599853515625, + 3210.599853515625, + 3175.800048828125, + 3231.300048828125, + 3229.599853515625, + 3252.300048828125, + 3265.599853515625, + 3198.099853515625, + 3218.699951171875, + 3205.699951171875, + 3160.699951171875, + 3111.199951171875, + 3100.199951171875, + 3187.89990234375, + 3159.89990234375, + 3197.39990234375, + 3259.099853515625, + 3314.199951171875, + 3198.599853515625, + 3204.89990234375, + 3232.099853515625, + 3204.099853515625, + 3200.800048828125, + 3157.300048828125, + 3145.39990234375, + 3153.89990234375, + 3202.800048828125, + 3240.099853515625, + 3268.599853515625, + 3272.39990234375, + 3200.5, + 3159.39990234375, + 3135.099853515625, + 3084.699951171875, + 3048.599853515625, + 3134.099853515625, + 3127.599853515625, + 3153.800048828125, + 3079.699951171875, + 3104.300048828125, + 3186.599853515625, + 3181.199951171875, + 3155.099853515625, + 3156.099853515625, + 3132.699951171875, + 3081.800048828125, + 3099.89990234375, + 3085.300048828125, + 3112.099853515625, + 3143.39990234375, + 3217.39990234375, + 3274.699951171875, + 3255.599853515625, + 3261.800048828125, + 3232.39990234375, + 3236.199951171875, + 3241.599853515625, + 3239.199951171875, + 3343.0, + 3340.39990234375, + 3330.800048828125, + 3285.199951171875, + 3312.199951171875, + 3288.599853515625, + 3286.300048828125, + 3283.800048828125, + 3292.199951171875, + 3290.300048828125, + 3313.5, + 3297.0, + 3232.699951171875, + 3223.699951171875, + 3306.5, + 3282.5, + 3249.5, + 3237.199951171875, + 3266.199951171875, + 3217.89990234375, + 3221.39990234375, + 3192.199951171875, + 3223.099853515625, + 3238.89990234375, + 3183.599853515625, + 3212.699951171875, + 3212.89990234375, + 3272.39990234375, + 3268.89990234375, + 3241.89990234375, + 3309.099853515625, + 3282.199951171875, + 3333.5, + 3340.699951171875, + 3376.699951171875, + 3258.699951171875, + 3235.89990234375, + 3181.89990234375, + 3225.199951171875, + 3228.39990234375, + 3287.599853515625, + 3250.599853515625, + 3268.699951171875, + 3319.300048828125, + 3375.0, + 3315.5, + 3260.89990234375, + 3228.89990234375, + 3217.89990234375, + 3200.699951171875, + 3269.599853515625, + 3222.699951171875, + 3301.699951171875, + 3259.699951171875, + 3303.699951171875, + 3188.199951171875, + 3146.699951171875, + 3172.300048828125, + 3199.89990234375, + 3210.099853515625, + 3143.5, + 3209.599853515625, + 3266.199951171875, + 3247.199951171875, + 3213.199951171875, + 3206.699951171875, + 3257.39990234375, + 3247.39990234375, + 3290.89990234375, + 3198.39990234375, + 3160.0, + 3162.800048828125, + 3206.300048828125, + 3266.699951171875, + 3221.699951171875, + 3272.199951171875, + 3232.199951171875, + 3266.699951171875, + 3239.699951171875, + 3296.199951171875, + 3234.199951171875, + 3209.89990234375, + 3130.89990234375, + 3181.89990234375, + 3145.300048828125, + 3187.599853515625, + 3164.199951171875, + 3198.099853515625, + 3219.300048828125, + 3171.89990234375, + 3201.89990234375, + 3234.300048828125, + 3263.800048828125, + 3215.199951171875, + 3248.699951171875, + 3261.699951171875, + 3250.699951171875, + 3310.199951171875, + 3267.199951171875, + 3267.599853515625, + 3219.300048828125, + 3255.099853515625, + 3233.599853515625, + 3196.89990234375, + 3250.39990234375, + 3284.599853515625, + 3337.099853515625, + 3284.599853515625, + 3239.5, + 3233.800048828125, + 3148.800048828125, + 3165.199951171875, + 3275.199951171875, + 3291.699951171875, + 3216.699951171875, + 3159.89990234375, + 3155.89990234375, + 3198.39990234375, + 3227.89990234375, + 3201.39990234375, + 3203.39990234375, + 3235.300048828125, + 3220.300048828125, + 3178.199951171875, + 3173.199951171875, + 3150.699951171875, + 3170.199951171875, + 3153.699951171875, + 3203.699951171875, + 3191.89990234375, + 3161.099853515625, + 3139.89990234375, + 3169.5, + 3161.0, + 3217.199951171875, + 3223.599853515625, + 3209.699951171875, + 3221.699951171875, + 3198.39990234375, + 3201.699951171875, + 3200.5, + 3273.800048828125, + 3254.0, + 3300.39990234375, + 3199.39990234375, + 3179.199951171875, + 3178.199951171875, + 3182.199951171875, + 3149.199951171875, + 3161.699951171875, + 3260.199951171875, + 3305.199951171875, + 3304.199951171875, + 3222.39990234375, + 3211.89990234375, + 3218.099853515625, + 3244.39990234375, + 3231.199951171875, + 3222.099853515625, + 3211.599853515625, + 3180.599853515625, + 3204.199951171875, + 3189.699951171875, + 3242.199951171875, + 3232.699951171875, + 3236.199951171875, + 3175.699951171875, + 3182.89990234375, + 3165.599853515625, + 3200.300048828125, + 3183.099853515625, + 3187.800048828125, + 3225.099853515625, + 3169.39990234375, + 3130.699951171875, + 3067.199951171875, + 3156.199951171875, + 3224.199951171875, + 3193.89990234375, + 3228.39990234375, + 3194.199951171875, + 3143.599853515625, + 3204.800048828125, + 3230.300048828125, + 3211.699951171875, + 3173.199951171875, + 3181.199951171875, + 3212.199951171875, + 3226.699951171875, + 3196.699951171875, + 3183.89990234375, + 3204.89990234375, + 3262.89990234375, + 3233.699951171875, + 3205.199951171875, + 3199.89990234375, + 3168.39990234375, + 3139.099853515625, + 3148.39990234375, + 3151.89990234375, + 3202.699951171875, + 3272.699951171875, + 3257.199951171875, + 3172.199951171875, + 3124.699951171875, + 3115.300048828125, + 3146.800048828125, + 3206.5, + 3211.5, + 3204.699951171875, + 3260.699951171875, + 3251.89990234375, + 3179.300048828125, + 3107.5, + 3103.89990234375, + 3221.199951171875, + 3302.199951171875, + 3245.300048828125, + 3195.300048828125, + 3181.89990234375, + 3118.89990234375, + 3104.89990234375, + 3191.099853515625, + 3216.599853515625, + 3249.699951171875, + 3243.199951171875, + 3250.199951171875, + 3251.199951171875, + 3194.199951171875, + 3196.5, + 3278.0, + 3196.5, + 3145.199951171875, + 3160.199951171875, + 3175.199951171875, + 3167.099853515625, + 3140.099853515625, + 3187.199951171875, + 3186.699951171875, + 3167.699951171875, + 3186.89990234375, + 3228.099853515625, + 3220.39990234375, + 3195.599853515625, + 3216.39990234375, + 3170.199951171875, + 3094.599853515625, + 3119.099853515625, + 3125.300048828125, + 3203.599853515625, + 3213.300048828125, + 3145.099853515625, + 3166.199951171875, + 3222.699951171875, + 3261.699951171875, + 3207.699951171875, + 3198.0, + 3144.5, + 3132.5, + 3192.39990234375, + 3150.89990234375, + 3136.89990234375, + 3107.099853515625, + 3187.099853515625, + 3260.099853515625, + 3310.599853515625, + 3247.0, + 3180.300048828125, + 3132.800048828125, + 3118.89990234375, + 3108.89990234375, + 3193.39990234375, + 3168.199951171875, + 3155.199951171875, + 3164.699951171875, + 3225.199951171875, + 3230.199951171875, + 3210.699951171875, + 3206.5, + 3187.699951171875, + 3214.199951171875, + 3169.300048828125, + 3170.89990234375, + 3209.699951171875, + 3270.199951171875, + 3240.89990234375, + 3215.39990234375, + 3134.39990234375, + 3120.699951171875, + 3130.199951171875, + 3134.699951171875, + 3139.699951171875, + 3082.0, + 3066.0, + 3061.0, + 3142.599853515625, + 3130.599853515625, + 3160.199951171875, + 3127.199951171875, + 3124.699951171875, + 3139.800048828125, + 3166.800048828125, + 3224.199951171875, + 3227.099853515625, + 3211.099853515625, + 3192.39990234375, + 3174.199951171875, + 3071.89990234375, + 3021.39990234375, + 3074.599853515625, + 3126.599853515625, + 3096.099853515625, + 3094.5, + 3137.300048828125, + 3181.199951171875, + 3183.199951171875, + 3170.89990234375, + 3098.39990234375, + 3040.599853515625, + 3074.89990234375, + 3133.699951171875, + 3153.099853515625, + 3100.5, + 3107.0, + 3157.0, + 3188.599853515625, + 3186.199951171875, + 3166.39990234375, + 3182.89990234375, + 3142.599853515625, + 3129.099853515625, + 3126.699951171875, + 3152.699951171875, + 3166.0, + 3158.89990234375, + 3166.199951171875, + 3132.199951171875, + 3156.199951171875, + 3169.199951171875, + 3179.699951171875, + 3119.599853515625, + 3125.89990234375, + 3128.0, + 3118.699951171875, + 3136.39990234375, + 3127.099853515625, + 3137.89990234375, + 3150.199951171875, + 3196.39990234375, + 3223.39990234375, + 3263.39990234375, + 3270.699951171875, + 3268.699951171875, + 3271.699951171875, + 3283.699951171875, + 3249.199951171875, + 3228.199951171875, + 3226.199951171875, + 3256.699951171875, + 3240.199951171875, + 3228.699951171875, + 3141.699951171875, + 3147.199951171875, + 3176.199951171875, + 3184.699951171875, + 3177.199951171875, + 3205.699951171875, + 3168.39990234375, + 3125.39990234375, + 3112.39990234375, + 3111.699951171875, + 3119.699951171875, + 3074.199951171875, + 3126.199951171875, + 3128.89990234375, + 3198.89990234375, + 3194.89990234375, + 3215.699951171875, + 3197.199951171875, + 3176.699951171875, + 3177.199951171875, + 3170.699951171875, + 3130.89990234375, + 3159.89990234375, + 3192.39990234375, + 3212.099853515625, + 3120.599853515625, + 3152.199951171875, + 3174.699951171875, + 3149.199951171875, + 3199.0, + 3184.5, + 3186.5, + 3126.199951171875, + 3127.699951171875, + 3164.199951171875, + 3151.800048828125, + 3174.300048828125, + 3218.300048828125, + 3217.89990234375, + 3222.39990234375, + 3209.89990234375, + 3148.199951171875, + 3110.199951171875, + 3144.199951171875, + 3114.199951171875, + 3123.300048828125, + 3118.300048828125, + 3104.199951171875, + 3120.599853515625, + 3107.599853515625, + 3108.099853515625, + 3107.89990234375, + 3066.39990234375, + 3080.39990234375, + 3086.599853515625, + 3128.599853515625, + 3140.39990234375, + 3117.199951171875, + 3111.699951171875, + 3101.699951171875, + 3052.5, + 3064.5, + 3129.300048828125, + 3154.800048828125, + 3139.199951171875, + 3165.199951171875, + 3190.699951171875, + 3172.699951171875, + 3177.199951171875, + 3187.699951171875, + 3205.199951171875, + 3145.199951171875, + 3195.39990234375, + 3201.39990234375, + 3192.89990234375, + 3182.699951171875, + 3156.300048828125, + 3168.800048828125, + 3152.199951171875, + 3133.199951171875, + 3176.199951171875, + 3175.699951171875, + 3184.89990234375, + 3124.39990234375, + 3135.89990234375, + 3103.699951171875, + 3214.699951171875, + 3185.699951171875, + 3144.199951171875, + 3126.199951171875, + 3215.699951171875, + 3230.199951171875, + 3234.199951171875, + 3210.199951171875, + 3246.699951171875, + 3245.800048828125, + 3224.800048828125, + 3186.699951171875, + 3173.89990234375, + 3236.89990234375, + 3225.699951171875, + 3223.699951171875, + 3179.199951171875, + 3143.199951171875, + 3133.199951171875, + 3216.199951171875, + 3211.699951171875, + 3167.199951171875, + 3190.699951171875, + 3225.199951171875, + 3248.199951171875, + 3209.699951171875, + 3146.699951171875, + 3159.199951171875, + 3126.89990234375, + 3123.39990234375, + 3118.89990234375, + 3091.199951171875, + 3058.699951171875, + 3038.199951171875, + 3086.199951171875, + 3182.699951171875, + 3142.199951171875, + 3080.199951171875, + 3055.699951171875, + 3041.699951171875, + 3085.199951171875, + 3103.699951171875, + 3087.699951171875, + 3083.199951171875, + 3095.699951171875, + 3094.699951171875, + 3118.699951171875, + 3057.699951171875, + 3069.199951171875, + 3093.199951171875, + 3141.199951171875, + 3141.199951171875, + 3154.199951171875, + 3149.199951171875, + 3088.699951171875, + 3088.199951171875, + 3031.0, + 3025.5, + 3028.699951171875, + 3057.699951171875, + 3062.699951171875, + 3042.699951171875, + 3011.699951171875, + 3061.699951171875, + 3165.199951171875, + 3162.199951171875, + 3150.699951171875, + 3172.199951171875, + 3195.199951171875, + 3110.199951171875, + 3074.699951171875, + 3082.199951171875, + 3085.699951171875, + 3132.199951171875, + 3056.699951171875, + 3065.199951171875, + 3070.199951171875, + 3100.199951171875, + 3080.199951171875, + 3031.199951171875 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 2.056230187008623e-05, + 2.911359661084134e-05, + 2.733300243562553e-05, + 2.4791985197225586e-05, + 2.266091905767098e-05, + 2.092072281811852e-05, + 1.9502567738527432e-05, + 1.8265140170115046e-05, + 1.7232352547580376e-05, + 1.6396012142649852e-05, + 1.5648965927539393e-05, + 1.4987561371526681e-05, + 1.437805167370243e-05, + 1.3765369658358395e-05, + 1.3201112778915558e-05, + 1.2683939530688804e-05, + 1.2214848538860679e-05, + 1.1794959391409066e-05, + 1.1416175766498782e-05, + 1.1099463335995097e-05, + 1.083010920410743e-05, + 1.0591366844892036e-05, + 1.038387472362956e-05, + 1.0170407222176436e-05, + 9.933642104442697e-06, + 9.69338452705415e-06, + 9.468713869864587e-06, + 9.246271474694367e-06, + 9.040119948622305e-06, + 8.844690455589443e-06, + 8.63948753249133e-06, + 8.454612725472543e-06, + 8.276354492409155e-06, + 8.10106848803116e-06, + 7.944530807435513e-06, + 7.792587894073222e-06, + 7.63942898629466e-06, + 7.494545116060181e-06, + 7.350450687226839e-06, + 7.213433946162695e-06, + 7.08824654793716e-06, + 6.9711181822640356e-06, + 6.861494966869941e-06, + 6.756327366019832e-06, + 6.655222023255192e-06, + 6.560331712535117e-06, + 6.466219019785058e-06, + 6.376496457960457e-06, + 6.285073595790891e-06, + 6.194887191668386e-06, + 6.1081968851794954e-06, + 6.025737548043253e-06, + 5.954634616500698e-06, + 5.890982265555067e-06, + 5.8342889133200515e-06, + 5.7902784647012595e-06, + 5.743643669120502e-06, + 5.6995818340510596e-06, + 5.6636263252585195e-06, + 5.613248958979966e-06, + 5.562749720411375e-06, + 5.502457497641444e-06, + 5.440470431494759e-06, + 5.384493761084741e-06, + 5.3364078667073045e-06, + 5.29612043465022e-06, + 5.256086296867579e-06, + 5.227721430856036e-06, + 5.208616585150594e-06, + 5.211147708905628e-06, + 5.256076747173211e-06, + 5.3328508329286706e-06, + 5.4847246246936265e-06, + 5.738754680351121e-06, + 6.130024303274695e-06, + 6.716848474752624e-06, + 7.53196763980668e-06, + 8.719388461031485e-06, + 1.0441068297950551e-05, + 1.3290179595060181e-05, + 1.848473220888991e-05, + 3.363494397490285e-05, + -0.0005105345044285059, + -2.347176632611081e-05, + -1.0618551641528029e-05, + -6.4495429796807e-06, + -4.428662123245886e-06, + -3.2912635106185917e-06, + -2.5352082957397215e-06, + -2.0001093616883736e-06, + -1.604070689609216e-06, + -1.284142285840062e-06, + -1.0265845276080654e-06, + -8.262680921689025e-07, + -6.646894235018408e-07, + -5.287902240525e-07, + -4.1454248389527493e-07, + -3.134082646738534e-07, + -2.1933502125648374e-07, + -1.38146447170584e-07, + -6.950068609512527e-08, + -9.065836081845191e-09, + 4.1985071419503583e-08, + 8.696039799360733e-08, + 1.2844196817241027e-07, + 1.655399728406337e-07, + 1.999328986812543e-07, + 2.3245027591656253e-07, + 2.6225279725622386e-07, + 2.893984287766216e-07, + 3.130523964500753e-07, + 3.335784697355848e-07, + 3.517593256674445e-07, + 3.683813076804654e-07, + 3.847680147828214e-07, + 3.99741281853494e-07, + 4.134774371777894e-07, + 4.264135782250378e-07, + 4.3803220250993036e-07, + 4.492957543789089e-07, + 4.6003685838513775e-07, + 4.700986551142705e-07, + 4.798473014488991e-07, + 4.886845772489323e-07, + 4.970208919985453e-07, + 5.044688009547826e-07, + 5.112842700327747e-07, + 5.175840556148614e-07, + 5.233191586739849e-07, + 5.288403031045164e-07, + 5.339123276826285e-07, + 5.387206556406454e-07, + 5.432554530671041e-07, + 5.473727355820301e-07, + 5.512424081643985e-07, + 5.548149033529626e-07, + 5.579839239544526e-07, + 5.610049242932291e-07, + 5.638958100462332e-07, + 5.665542630595155e-07, + 5.691322826351097e-07, + 5.715215820600861e-07, + 5.738056074733322e-07, + 5.75919045786577e-07, + 5.778315426141489e-07, + 5.795669153485505e-07, + 5.811889423057437e-07, + 5.82758616474166e-07, + 5.842290988766763e-07, + 5.855878271177062e-07, + 5.867939307790948e-07, + 5.87870772505994e-07, + 5.88830857850553e-07, + 5.896876018596231e-07, + 5.904777822252072e-07, + 5.911613243370084e-07, + 5.91782622905157e-07, + 5.923322987655411e-07, + 5.927960273766075e-07, + 5.932121212026686e-07, + 5.935606850471231e-07, + 5.938392746429599e-07, + 5.940631808698527e-07, + 5.942295615568582e-07, + 5.943404062236368e-07, + 5.944001486568595e-07, + 5.944109489064431e-07, + 5.943772976024775e-07, + 5.942985694673553e-07, + 5.941756171523593e-07, + 5.940119649494591e-07, + 5.938115350545559e-07, + 5.935752369623515e-07, + 5.93307959206868e-07, + 5.930046995672456e-07, + 5.926644348619448e-07, + 5.92310698266374e-07, + 5.91923537740513e-07, + 5.915230190112197e-07, + 5.910853815294104e-07, + 5.906304068048485e-07, + 5.901529789298365e-07, + 5.896657171433617e-07, + 5.89153898999939e-07, + 5.886013809686119e-07, + 5.880395406165917e-07, + 5.874396720173536e-07, + 5.868280936738302e-07, + 5.862131615685939e-07, + 5.85589930324204e-07, + 5.849540229974082e-07, + 5.842991868121317e-07, + 5.836196805830696e-07, + 5.829244855704019e-07, + 5.822047910442052e-07, + 5.814738983644929e-07, + 5.807259526591224e-07, + 5.799479367851745e-07, + 5.791514468000969e-07, + 5.783500114375784e-07, + 5.775502245342068e-07, + 5.767408879364666e-07, + 5.759202394983731e-07, + 5.750891887146281e-07, + 5.742322173318826e-07, + 5.733797934226459e-07, + 5.725215146412665e-07, + 5.716705118175014e-07, + 5.70793474707898e-07, + 5.698998393199872e-07, + 5.68989662497188e-07, + 5.680980734723562e-07, + 5.672031306858116e-07, + 5.662993203259248e-07, + 5.653934067595401e-07, + 5.644898806167475e-07, + 5.635959041683236e-07, + 5.626877168651845e-07, + 5.617897613774403e-07, + 5.608893616226851e-07, + 5.599799806077499e-07, + 5.590553087131411e-07, + 5.581195523518545e-07, + 5.571808401327871e-07, + 5.562566798289481e-07, + 5.553093842536327e-07, + 5.543432166632556e-07, + 5.533842113436549e-07, + 5.524373136722716e-07, + 5.515155407920247e-07, + 5.505848434950167e-07, + 5.496361268342298e-07, + 5.486653549269249e-07, + 5.477088507177541e-07, + 5.467572350426053e-07, + 5.458246619127749e-07, + 5.449121545098023e-07, + 5.439974302134942e-07, + 5.43074577308289e-07, + 5.421399578153796e-07, + 5.412128416537598e-07, + 5.402594069892075e-07, + 5.393094397732057e-07, + 5.383399752645346e-07, + 5.373835278987826e-07, + 5.364471462598885e-07, + 5.355021244213276e-07, + 5.34564321696962e-07, + 5.336372623787611e-07, + 5.32716001089284e-07, + 5.317916134117695e-07, + 5.308708068696433e-07, + 5.299420990922954e-07, + 5.290187914397393e-07, + 5.280997470435977e-07, + 5.271653549243638e-07, + 5.261977094050962e-07, + 5.252273922451423e-07, + 5.242591782916861e-07, + 5.233364959167375e-07, + 5.224050028118654e-07, + 5.214945986153907e-07, + 5.205868092161836e-07, + 5.196997108214418e-07, + 5.188080081097723e-07, + 5.179153390599822e-07, + 5.170012968847004e-07, + 5.160865157449734e-07, + 5.151840696271393e-07, + 5.142794634593884e-07, + 5.133899207976356e-07, + 5.124791755406477e-07, + 5.115608701089513e-07, + 5.106344929117768e-07, + 5.097172106616199e-07, + 5.08821983657981e-07, + 5.079587026557419e-07, + 5.070848487775947e-07, + 5.062073000772216e-07, + 5.053253175901773e-07, + 5.044444719715102e-07, + 5.035630579186545e-07, + 5.026849976275116e-07, + 5.018269462198077e-07, + 5.009727601645864e-07, + 5.00111639212264e-07, + 4.992382969248865e-07, + 4.983691610505048e-07, + 4.97495932449965e-07, + 4.966222491020744e-07, + 4.957382202519511e-07, + 4.948731771037274e-07, + 4.940336566505721e-07, + 4.932197157359042e-07, + 4.924184509036422e-07, + 4.916089437756455e-07, + 4.907985839963658e-07, + 4.899673626823642e-07, + 4.891337539447704e-07, + 4.882879807155405e-07, + 4.874564183410257e-07, + 4.866254244006996e-07, + 4.857984094996937e-07, + 4.849661650041526e-07, + 4.841393206334033e-07, + 4.833232765122375e-07, + 4.825117798645806e-07, + 4.81684651276737e-07, + 4.808683229384769e-07, + 4.800689339390374e-07, + 4.792986487700546e-07, + 4.785275109497888e-07, + 4.77747846616694e-07, + 4.769324846165546e-07, + 4.761193110880413e-07, + 4.753134135171422e-07, + 4.7452422791138815e-07, + 4.737344738714455e-07, + 4.729409113224392e-07, + 4.7216443022080057e-07, + 4.713800763056497e-07, + 4.7059265284588037e-07, + 4.6980591150713735e-07, + 4.69029515670627e-07, + 4.682680412315676e-07, + 4.675123363995226e-07, + 4.6676299803039e-07, + 4.66016075506559e-07, + 4.6527406993845943e-07, + 4.6454053403977014e-07, + 4.638165762571589e-07, + 4.630973649000225e-07, + 4.6236442585723125e-07, + 4.6162955413819873e-07, + 4.6088510430308816e-07, + 4.6014145027584163e-07, + 4.5939913206893834e-07, + 4.5868671350035584e-07, + 4.579701453621965e-07, + 4.572710281536274e-07, + 4.565640097098367e-07, + 4.5585065322484297e-07, + 4.551284575882164e-07, + 4.544111789073213e-07, + 4.5370936163635633e-07, + 4.5301294449018314e-07, + 4.523130883171689e-07, + 4.515901537160971e-07, + 4.5086468958288606e-07, + 4.5012964733359695e-07, + 4.4942061094843666e-07, + 4.4870256488138693e-07, + 4.4800987097914913e-07, + 4.4732141191161645e-07, + 4.466229768240737e-07, + 4.4593284087568463e-07, + 4.4524736608764215e-07, + 4.4457863168645417e-07, + 4.439072824879986e-07, + 4.4323363113107916e-07, + 4.425507995620137e-07, + 4.4186359104969597e-07, + 4.4118098685430596e-07, + 4.405186189160304e-07, + 4.398528403726232e-07, + 4.391875449982763e-07, + 4.3851727582477906e-07, + 4.3784777403743647e-07, + 4.3718046072172e-07, + 4.365053598576196e-07, + 4.3583915498857095e-07, + 4.3518159031918913e-07, + 4.3451473175082356e-07, + 4.338546943927213e-07, + 4.3318263465152995e-07, + 4.3251426973256457e-07, + 4.318493722621497e-07, + 4.3119868564645003e-07, + 4.3055081277998397e-07, + 4.2990401993847627e-07, + 4.2925367438328976e-07, + 4.28601794055794e-07, + 4.2795539911821834e-07, + 4.273147453659476e-07, + 4.2668679611779226e-07, + 4.260642754161381e-07, + 4.2543987888166157e-07, + 4.248043126153789e-07, + 4.2417215695422783e-07, + 4.235357380366622e-07, + 4.2290457713534124e-07, + 4.222700056288886e-07, + 4.216373952203867e-07, + 4.2101879671463394e-07, + 4.204141248465021e-07, + 4.198229817120591e-07, + 4.192194751340139e-07, + 4.1861562749545556e-07, + 4.180023438493663e-07, + 4.1740102574294724e-07, + 4.1681323637021706e-07, + 4.162166646892729e-07, + 4.156157160650764e-07, + 4.150179790940456e-07, + 4.1442760334575723e-07, + 4.1384271298738895e-07, + 4.132510298404668e-07, + 4.126600572362804e-07, + 4.120613823488384e-07, + 4.1146839180328243e-07, + 4.108869120500458e-07, + 4.1031404407476657e-07, + 4.0974416037897754e-07, + 4.091700702701928e-07, + 4.086044214091089e-07, + 4.080354756297311e-07, + 4.0747457319412206e-07, + 4.069057695232914e-07, + 4.0633915432408685e-07, + 4.057704927618033e-07, + 4.052014617172972e-07, + 4.0464604467160825e-07, + 4.0408889390164404e-07, + 4.035358358578378e-07, + 4.0299229908669076e-07, + 4.024589372875198e-07, + 4.019290713586088e-07, + 4.0138593249139376e-07, + 4.008493021956383e-07, + 4.003080391612457e-07, + 3.997581075054768e-07, + 3.99200786205256e-07, + 3.986646675002703e-07, + 3.9812925933802035e-07, + 3.975910374265368e-07, + 3.9705918197796564e-07, + 3.965295718444395e-07, + 3.960088008625462e-07, + 3.9549163943775056e-07, + 3.949746485432115e-07, + 3.944512627640506e-07, + 3.93923471619928e-07, + 3.9339280988315295e-07, + 3.9286325659304566e-07, + 3.9234703308466123e-07, + 3.9183896660688333e-07, + 3.9133635709731607e-07, + 3.90843268860408e-07, + 3.9035734289427637e-07, + 3.8985928085821797e-07, + 3.8936371993258945e-07, + 3.888655442096933e-07, + 3.883804708948446e-07, + 3.8789298173469433e-07, + 3.8739401020393416e-07, + 3.868973976750567e-07, + 3.864063558012276e-07, + 3.8591664974774176e-07, + 3.854320027585345e-07, + 3.84956649668311e-07, + 3.8447984707090654e-07, + 3.840066824523092e-07, + 3.8353073250618763e-07, + 3.830514287983533e-07, + 3.825623196007655e-07, + 3.8206601971069176e-07, + 3.8157421045070805e-07, + 3.8108296962491295e-07, + 3.8059772577980766e-07, + 3.801133345859853e-07, + 3.796296823566081e-07, + 3.7914782069492503e-07, + 3.786521460824588e-07, + 3.7815843256794324e-07, + 3.7766776017633674e-07, + 3.7718533008046506e-07, + 3.7670042729587294e-07, + 3.7622049831043114e-07, + 3.7574244515781174e-07, + 3.752662394163053e-07, + 3.7479026104847435e-07, + 3.7431604482662806e-07, + 3.738399811936688e-07, + 3.733677260697732e-07, + 3.729061006652046e-07, + 3.72447118479613e-07, + 3.719777907917887e-07, + 3.7151329479456763e-07, + 3.710548526214552e-07, + 3.7059953683638014e-07, + 3.701414641454903e-07, + 3.69691548485207e-07, + 3.692424570544972e-07, + 3.687987089051603e-07, + 3.683519480546238e-07, + 3.6790430613109493e-07, + 3.674655886243272e-07, + 3.6702411421174475e-07, + 3.665838903543772e-07, + 3.661368452867464e-07, + 3.656916192085191e-07, + 3.652513385077327e-07, + 3.64803241836853e-07, + 3.6436011896512355e-07, + 3.6391139701663633e-07, + 3.634631298155e-07, + 3.6301139516581316e-07, + 3.62576741963494e-07, + 3.621463804392988e-07, + 3.6172443174109503e-07, + 3.6129790714767296e-07, + 3.608721499404055e-07, + 3.6043985573996906e-07, + 3.6001367220706015e-07, + 3.595863233840646e-07, + 3.5915365970140556e-07, + 3.5871502745976613e-07, + 3.5828540490001615e-07, + 3.5786410990112927e-07, + 3.5744810134019644e-07, + 3.570346791548218e-07, + 3.566245823094505e-07, + 3.562068400242424e-07, + 3.5579623158810136e-07, + 3.553767271569086e-07, + 3.5496375971888483e-07, + 3.545464153376088e-07, + 3.541447597399383e-07, + 3.537494137617614e-07, + 3.5335190773366776e-07, + 3.52952014281982e-07, + 3.525519218783302e-07, + 3.521612086387904e-07, + 3.517632762850553e-07, + 3.5135946063746815e-07, + 3.509591124384315e-07, + 3.5056402225563943e-07, + 3.5017077948396036e-07, + 3.4977244922629325e-07, + 3.4937639270538057e-07, + 3.489761581931816e-07, + 3.4858823028116603e-07, + 3.482059582893271e-07, + 3.478243684185145e-07, + 3.4743851529128733e-07, + 3.470464378096949e-07, + 3.466608120561432e-07, + 3.462701840817317e-07, + 3.4588538255775347e-07, + 3.4549751148915675e-07, + 3.4511387525526516e-07, + 3.4472461152290634e-07, + 3.443437321948295e-07, + 3.439667182192352e-07, + 3.435999076373264e-07, + 3.432280664128484e-07, + 3.4286145478290564e-07, + 3.4249083569193317e-07, + 3.421238545797678e-07, + 3.417538891881122e-07, + 3.413824742892757e-07, + 3.410174258533516e-07, + 3.4064990472870704e-07, + 3.4027962669824774e-07, + 3.3990693282248685e-07, + 3.395407475181855e-07, + 3.3917172004294116e-07, + 3.388021525552176e-07, + 3.384348303825391e-07, + 3.3806173860284616e-07, + 3.376945016952959e-07, + 3.3732817428244743e-07, + 3.369682417542208e-07, + 3.366051828379568e-07, + 3.362454776834056e-07, + 3.3589074632800475e-07, + 3.3553101275174413e-07, + 3.3516843700454046e-07, + 3.3480102956673363e-07, + 3.3444038649577124e-07, + 3.340855982969515e-07, + 3.33732344870441e-07, + 3.333892379941972e-07, + 3.3304513635812327e-07, + 3.326900070987904e-07, + 3.323339683447557e-07, + 3.319869676943199e-07, + 3.316469019409851e-07, + 3.313081151645747e-07, + 3.309656051442289e-07, + 3.3062079296541924e-07, + 3.302796471871261e-07, + 3.2993912668644043e-07, + 3.295961050753249e-07, + 3.292554993095109e-07, + 3.289201515599416e-07, + 3.285861396307155e-07, + 3.2825528251123615e-07, + 3.279231748365419e-07, + 3.275935682722775e-07, + 3.2725952792134194e-07, + 3.269275623551948e-07, + 3.2659957582836796e-07, + 3.2627451673761243e-07, + 3.259472123318119e-07, + 3.2562155638515833e-07, + 3.252908697959356e-07, + 3.249603537369694e-07, + 3.246320545713388e-07, + 3.2430330065835733e-07, + 3.2397772997683205e-07, + 3.2365258562094823e-07, + 3.233283507597662e-07, + 3.2299749364028685e-07, + 3.2266947869175056e-07, + 3.223375699690223e-07, + 3.2201660360442474e-07, + 3.2169842256735137e-07, + 3.213810657598515e-07, + 3.2106405001286475e-07, + 3.207510417269077e-07, + 3.2043752185018093e-07, + 3.201149922915647e-07, + 3.197888247541414e-07, + 3.194635382897104e-07, + 3.191470909769123e-07, + 3.188324342318083e-07, + 3.1851791959525144e-07, + 3.1820158596929105e-07, + 3.178872418629908e-07, + 3.1757454621583747e-07, + 3.172635842929594e-07, + 3.169563740357262e-07, + 3.1664757216276485e-07, + 3.1634087349630136e-07, + 3.1602985473000444e-07, + 3.1572045600114507e-07, + 3.1541148359792714e-07, + 3.151089629227499e-07, + 3.1480647066928213e-07, + 3.1450630899598764e-07, + 3.1420353252542554e-07, + 3.139030297916179e-07, + 3.1360283969661396e-07, + 3.1329977900895756e-07, + 3.130026584585721e-07, + 3.1270980116460123e-07, + 3.1242350928550877e-07, + 3.1212948670145124e-07, + 3.118298366189265e-07, + 3.1153373925008054e-07, + 3.1123508392738586e-07, + 3.109402655354643e-07, + 3.1065073358149675e-07, + 3.1035625625008834e-07, + 3.100601020378235e-07, + 3.0976630682744144e-07, + 3.094766896083456e-07, + 3.091869871241215e-07, + 3.0889509616827127e-07, + 3.086025230913947e-07, + 3.0831336061964976e-07, + 3.0802598871559894e-07, + 3.077373946780426e-07, + 3.07444224745268e-07, + 3.071543233090779e-07, + 3.0686760510434397e-07, + 3.0658202376798727e-07, + 3.0629988145847165e-07, + 3.0602092238041223e-07, + 3.0574173592867737e-07, + 3.054628336940368e-07, + 3.051800376852043e-07, + 3.048917278647423e-07, + 3.046054075639404e-07, + 3.0432718745032616e-07, + 3.0405374218389625e-07, + 3.037816895812284e-07, + 3.035074769286439e-07, + 3.032286315374222e-07, + 3.029499566764571e-07, + 3.0267250394899747e-07, + 3.023907879651233e-07, + 3.0211049306672066e-07, + 3.0183704780029075e-07, + 3.0157033847899584e-07, + 3.0130448180898384e-07, + 3.010291607097315e-07, + 3.0074752999098564e-07, + 3.004713562404504e-07, + 3.002000710239372e-07, + 2.999304911099898e-07, + 2.9966679448989453e-07, + 2.9940480317236506e-07, + 2.9913610433141e-07, + 2.988658422964363e-07, + 2.9859336336812703e-07, + 2.983220497299044e-07, + 2.9805073609168176e-07, + 2.9777990562251944e-07, + 2.9751441843473003e-07, + 2.972493007291632e-07, + 2.9697801551265e-07, + 2.9671406309716986e-07, + 2.9645482868545514e-07, + 2.961949121527141e-07, + 2.959343134989467e-07, + 2.956749085569754e-07, + 2.954182605208189e-07, + 2.9515828714465897e-07, + 2.9489888220268767e-07, + 2.946415804672142e-07, + 2.943832555502013e-07, + 2.9412211688395473e-07, + 2.9386217192950426e-07, + 2.936047565071931e-07, + 2.933462042165047e-07, + 2.9309188676052145e-07, + 2.928441347194166e-07, + 2.9259493317113083e-07, + 2.923457032011356e-07, + 2.9209078888925433e-07, + 2.9183559036027873e-07, + 2.915863319685741e-07, + 2.913359082867828e-07, + 2.910815339873807e-07, + 2.9082463015583926e-07, + 2.905724727497727e-07, + 2.903216511640494e-07, + 2.9007549073867267e-07, + 2.898307798204769e-07, + 2.895818624892854e-07, + 2.8933669682373875e-07, + 2.890930659305013e-07, + 2.888522487864975e-07, + 2.886057188788982e-07, + 2.8835404464189196e-07, + 2.8809901664317294e-07, + 2.8784941719095514e-07, + 2.87605473658914e-07, + 2.873656228530308e-07, + 2.871273352411663e-07, + 2.8689024134109786e-07, + 2.866471504603396e-07, + 2.8640647542488296e-07, + 2.861672214748978e-07, + 2.8592776857294666e-07, + 2.856841945231281e-07, + 2.854407625818567e-07, + 2.8519926331682655e-07, + 2.849586167030793e-07, + 2.8471978907873563e-07, + 2.8447948352550156e-07, + 2.8424304332475003e-07, + 2.8400691576280224e-07, + 2.8376837235555286e-07, + 2.835258214872738e-07, + 2.832859422596812e-07, + 2.8304839361226186e-07, + 2.828173251145927e-07, + 2.82587677702395e-07, + 2.8235774607310304e-07, + 2.8212795655235823e-07, + 2.8189822387503227e-07, + 2.816731523580529e-07, + 2.8144967245680164e-07, + 2.8122693151999556e-07, + 2.8099867677156e-07, + 2.807717294217582e-07, + 2.8054310519110004e-07, + 2.8031726628796605e-07, + 2.800920242407301e-07, + 2.7986612849417725e-07, + 2.796387263970246e-07, + 2.794076578993554e-07, + 2.791768451970711e-07, + 2.789476241105149e-07, + 2.7872013674823393e-07, + 2.7849438311022823e-07, + 2.7827633175547817e-07, + 2.7806223101833893e-07, + 2.7784480494119634e-07, + 2.776240819457598e-07, + 2.7740591690417205e-07, + 2.771882350316446e-07, + 2.7696796678355895e-07, + 2.7674502689478686e-07, + 2.765223712231091e-07, + 2.7630099452835566e-07, + 2.760850748018129e-07, + 2.7587358886194124e-07, + 2.756600565589906e-07, + 2.7544285785552347e-07, + 2.752247212356451e-07, + 2.750106204985059e-07, + 2.7479643449623836e-07, + 2.745792073710618e-07, + 2.7436024652160995e-07, + 2.741418256846373e-07, + 2.7392516699364933e-07, + 2.737077977599256e-07, + 2.7349358333594864e-07, + 2.732807047323149e-07, + 2.7306833771945094e-07, + 2.7285457804282487e-07, + 2.726403351971385e-07, + 2.7242697342444444e-07, + 2.722134979649127e-07, + 2.720027225677768e-07, + 2.71790696615426e-07, + 2.7157818749401486e-07, + 2.713653941555094e-07, + 2.711570061819657e-07, + 2.709485329432937e-07, + 2.7074031550000655e-07, + 2.7053306439484004e-07, + 2.703250174818095e-07, + 2.701179937503184e-07, + 2.6991060053660476e-07, + 2.697027525755402e-07, + 2.6949226139549864e-07, + 2.69280377551695e-07, + 2.6906627681455575e-07, + 2.688520908122882e-07, + 2.686384732442093e-07, + 2.68425026206387e-07, + 2.682112381080515e-07, + 2.68000093228693e-07, + 2.677906820736098e-07, + 2.675817825092963e-07, + 2.673713197509642e-07, + 2.671623349215224e-07, + 2.66954430117039e-07, + 2.667525222932454e-07, + 2.6655061446945183e-07, + 2.6634722871676786e-07, + 2.661436440121179e-07, + 2.659409119587508e-07, + 2.657367303982028e-07, + 2.655352773217601e-07, + 2.6533689378993586e-07, + 2.651396755481983e-07, + 2.6494288363210217e-07, + 2.6474592118574947e-07, + 2.6455214197085297e-07, + 2.6435543531988515e-07, + 2.6415887077746447e-07, + 2.639582703523047e-07, + 2.6375829520475236e-07, + 2.6355738214078883e-07, + 2.6335800384913455e-07, + 2.6316021717320837e-07, + 2.6296277155779535e-07, + 2.6276609332853695e-07, + 2.625721720050933e-07, + 2.6237682959617814e-07, + 2.621798103064066e-07, + 2.619819383653521e-07, + 2.6179006340498745e-07, + 2.6159653998547583e-07, + 2.614019933844247e-07, + 2.61209322616196e-07, + 2.6101398020728084e-07, + 2.608198599318712e-07, + 2.6062593860842753e-07, + 2.6043599632430414e-07, + 2.602463098355656e-07, + 2.6005471909229527e-07, + 2.598642367956927e-07, + 2.5967273131755064e-07, + 2.594788952592353e-07, + 2.5928542868314253e-07, + 2.5909201895046863e-07, + 2.588997176644625e-07, + 2.587114238394861e-07, + 2.5852571639006783e-07, + 2.5833830363808374e-07, + 2.581529656708881e-07, + 2.5796745717343583e-07, + 2.577825171101722e-07, + 2.5759871391528577e-07, + 2.5741425702108245e-07, + 2.572308801518375e-07, + 2.570477874996868e-07, + 2.5686497906463046e-07, + 2.566848991136794e-07, + 2.5650430757195863e-07, + 2.56323659186819e-07, + 2.5614085075176263e-07, + 2.5595764441277424e-07, + 2.557760865329328e-07, + 2.5559515393069887e-07, + 2.5541510240145726e-07, + 2.5523820568196243e-07, + 2.5506088263682614e-07, + 2.5488012056484877e-07, + 2.546981647810753e-07, + 2.5451740270909795e-07, + 2.5433547534703393e-07, + 2.5415235427317384e-07, + 2.539705974413664e-07, + 2.5378889745297784e-07, + 2.5360688482578553e-07, + 2.534241900775669e-07, + 2.5324521857328364e-07, + 2.5306368911515165e-07, + 2.528821312353102e-07, + 2.527013407416234e-07, + 2.525214597426384e-07, + 2.523433693113475e-07, + 2.521648525544151e-07, + 2.5198755793098826e-07, + 2.5181162754961406e-07, + 2.51633593961742e-07, + 2.514558730126737e-07, + 2.5127792468992993e-07, + 2.511036427677027e-07, + 2.509290197849623e-07, + 2.507564431653009e-07, + 2.505780116734968e-07, + 2.5040148443622456e-07, + 2.5022751515280106e-07, + 2.500548248463019e-07, + 2.4987750180116564e-07, + 2.4969963874355017e-07, + 2.495218893727724e-07, + 2.493457600394322e-07, + 2.4916792540352617e-07, + 2.489904318281333e-07, + 2.488143877599214e-07, + 2.486407026935922e-07, + 2.484679839653836e-07, + 2.482921388491377e-07, + 2.4811720322759356e-07, + 2.4794266550998145e-07, + 2.4777082785476523e-07, + 2.476012070928846e-07, + 2.47432382138868e-07, + 2.472593791935651e-07, + 2.470869162607414e-07, + 2.4691709654689475e-07, + 2.4674631049492746e-07, + 2.465739612489415e-07, + 2.464006740865443e-07, + 2.46229689082611e-07, + 2.460623704791942e-07, + 2.4589462555013597e-07, + 2.4572887014073785e-07, + 2.455635694786906e-07, + 2.453987235639943e-07, + 2.452356397952826e-07, + 2.4507451712452166e-07, + 2.449147018523945e-07, + 2.447526128435129e-07, + 2.4458569214402814e-07, + 2.4442118728984497e-07, + 2.442601498842123e-07, + 2.441006756725983e-07, + 2.439421393773955e-07, + 2.4378158514082315e-07, + 2.4362032036151504e-07, + 2.4346010718545585e-07, + 2.433004056001664e-07, + 2.431402776892355e-07, + 2.429804339953989e-07, + 2.428196239634417e-07, + 2.426621961149067e-07, + 2.425043987841491e-07, + 2.423456066935614e-07, + 2.421845977096382e-07, + 2.420238445210998e-07, + 2.4186269342862943e-07, + 2.4170202550521935e-07, + 2.4154471134352207e-07, + 2.4138765297720965e-07, + 2.412337209989346e-07, + 2.4108027218971984e-07, + 2.409269086456334e-07, + 2.40772294546332e-07, + 2.4061765202532115e-07, + 2.4046426005952526e-07, + 2.4031263023971405e-07, + 2.401587266831484e-07, + 2.3999984932743246e-07, + 2.398413698756485e-07, + 2.396837146534381e-07, + 2.3952523520165414e-07, + 2.3936584625516844e-07, + 2.3921094793877273e-07, + 2.3905801072032773e-07, + 2.38904959815045e-07, + 2.387519373314717e-07, + 2.385968684848194e-07, + 2.3844575025577797e-07, + 2.3829441886391578e-07, + 2.3814307326119888e-07, + 2.3799047710326704e-07, + 2.37839088867986e-07, + 2.3769032964082726e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0009168665274046361, + 0.0017975561786442995, + 0.0017314074793830514, + 0.0015826388262212276, + 0.001450176234357059, + 0.001339833135716617, + 0.0012491343077272177, + 0.0011721012415364385, + 0.0011069910833612084, + 0.0010538437636569142, + 0.0010061218636110425, + 0.0009637201437726617, + 0.0009245483088307083, + 0.0008851031889207661, + 0.0008487295126542449, + 0.000815360399428755, + 0.000785341951996088, + 0.0007584230625070632, + 0.0007341039599850774, + 0.000713745946995914, + 0.0006964154890738428, + 0.0006810427294112742, + 0.0006676738848909736, + 0.0006539130699820817, + 0.0006387172034010291, + 0.0006232847808860242, + 0.000608843460213393, + 0.0005945368320681155, + 0.0005812710151076317, + 0.0005686895456165075, + 0.0005554737872444093, + 0.0005435631610453129, + 0.0005320753552950919, + 0.0005208110669627786, + 0.0005107470788061619, + 0.0005009747110307217, + 0.000491120561491698, + 0.00048179583973251283, + 0.000472519313916564, + 0.00046369622577913105, + 0.0004556329804472625, + 0.0004481047799345106, + 0.00044105667620897293, + 0.00043429312063381076, + 0.0004277890839148313, + 0.0004216833331156522, + 0.00041562633123248816, + 0.00040985067607834935, + 0.0004039644845761359, + 0.0003981569316238165, + 0.000392583548091352, + 0.0003872809174936265, + 0.0003827076870948076, + 0.0003786128363572061, + 0.00037496502045542, + 0.00037213281029835343, + 0.0003691312740556896, + 0.00036629493115469813, + 0.0003639833885245025, + 0.0003607441030908376, + 0.00035749643575400114, + 0.00035361837944947183, + 0.0003496307472232729, + 0.00034602926461957395, + 0.0003429350908845663, + 0.00034034240525215864, + 0.0003377657849341631, + 0.0003359420516062528, + 0.00033471352071501315, + 0.00033487629843875766, + 0.0003377661050762981, + 0.0003427047049626708, + 0.00035247509367763996, + 0.0003688189317472279, + 0.0003939943853765726, + 0.00043172805453650653, + 0.00048414524644613266, + 0.0005605084588751197, + 0.0006712351460009813, + 0.0008544773445464671, + 0.0011885768035426736, + 0.0021630139090120792, + -0.0328374020755291, + -0.001510047004558146, + -0.000683257938362658, + -0.0004150915483478457, + -0.00028510589618235826, + -0.0002119505952578038, + -0.00016332551604136825, + -0.00012891348160337657, + -0.00010344636393710971, + -8.287526725325733e-05, + -6.629981362493709e-05, + -5.340975258150138e-05, + -4.301375156501308e-05, + -3.427116826060228e-05, + -2.6922511096927337e-05, + -2.041832158283796e-05, + -1.4369193195307162e-05, + -9.149438483291306e-06, + -4.736841219710186e-06, + -8.455498914372583e-07, + 2.4408514036622364e-06, + 5.335523837857181e-06, + 8.004751180124003e-06, + 1.0391372597950976e-05, + 1.2603457435034215e-05, + 1.4694414858240634e-05, + 1.661033275013324e-05, + 1.835953662521206e-05, + 1.9883325876435265e-05, + 2.120524732163176e-05, + 2.237579428765457e-05, + 2.344566019019112e-05, + 2.4500062863808125e-05, + 2.5463221390964463e-05, + 2.6346520826336928e-05, + 2.7178102754987776e-05, + 2.792734267131891e-05, + 2.8653435947489925e-05, + 2.9345608709263615e-05, + 2.999376920342911e-05, + 3.0621522455476224e-05, + 3.119037137366831e-05, + 3.172676224494353e-05, + 3.2205789466388524e-05, + 3.2643954909872264e-05, + 3.305066638858989e-05, + 3.342077252455056e-05, + 3.377691609784961e-05, + 3.410393765079789e-05, + 3.4413813409628347e-05, + 3.4705914004007354e-05, + 3.4970991691807285e-05, + 3.5219996789237484e-05, + 3.5451150324661285e-05, + 3.5656095860758796e-05, + 3.585136801120825e-05, + 3.603813820518553e-05, + 3.620979259721935e-05, + 3.6376153730088845e-05, + 3.6530240322463214e-05, + 3.667743658297695e-05, + 3.681355156004429e-05, + 3.693770486279391e-05, + 3.70503039448522e-05, + 3.715548518812284e-05, + 3.725720671354793e-05, + 3.735243808478117e-05, + 3.744036439456977e-05, + 3.751835902221501e-05, + 3.7587928090943024e-05, + 3.765075234696269e-05, + 3.7706799048464745e-05, + 3.775847653741948e-05, + 3.7803169107064605e-05, + 3.7843772588530555e-05, + 3.787968307733536e-05, + 3.790996197494678e-05, + 3.7937115848762915e-05, + 3.7959845940349624e-05, + 3.797868703259155e-05, + 3.799393380177207e-05, + 3.80053861590568e-05, + 3.801317870966159e-05, + 3.801760249189101e-05, + 3.8018788472982123e-05, + 3.801703860517591e-05, + 3.8012345612514764e-05, + 3.800532431341708e-05, + 3.799561091000214e-05, + 3.7983449146850035e-05, + 3.796890450757928e-05, + 3.79522934963461e-05, + 3.7933314160909504e-05, + 3.791190101765096e-05, + 3.7889541999902576e-05, + 3.78649820049759e-05, + 3.783995271078311e-05, + 3.781249324674718e-05, + 3.778384780162014e-05, + 3.7753707147203386e-05, + 3.772286800085567e-05, + 3.769040267798118e-05, + 3.765529254451394e-05, + 3.761952757486142e-05, + 3.758167804335244e-05, + 3.7543017242569476e-05, + 3.750407267943956e-05, + 3.746454603970051e-05, + 3.742414992302656e-05, + 3.738249870366417e-05, + 3.733922858373262e-05, + 3.729491072590463e-05, + 3.724897760548629e-05, + 3.720262611750513e-05, + 3.715513230417855e-05, + 3.710567398229614e-05, + 3.7054993299534544e-05, + 3.700395245687105e-05, + 3.695296618388966e-05, + 3.690132507472299e-05, + 3.684892726596445e-05, + 3.679612200357951e-05, + 3.674162144307047e-05, + 3.6687364627141505e-05, + 3.663269671960734e-05, + 3.657844717963599e-05, + 3.652249870356172e-05, + 3.646545883384533e-05, + 3.640732393250801e-05, + 3.6350345908431336e-05, + 3.629337516031228e-05, + 3.623579686973244e-05, + 3.617805123212747e-05, + 3.612042564782314e-05, + 3.606337486417033e-05, + 3.6005385481985286e-05, + 3.5948021832155064e-05, + 3.589047628338449e-05, + 3.583254147088155e-05, + 3.5773606214206666e-05, + 3.571392880985513e-05, + 3.565403676475398e-05, + 3.559503602446057e-05, + 3.5534536436898634e-05, + 3.54728072124999e-05, + 3.54115036316216e-05, + 3.535095675033517e-05, + 3.529217792674899e-05, + 3.523280247463845e-05, + 3.5172248317394406e-05, + 3.5110268072457984e-05, + 3.504916821839288e-05, + 3.4988355764653534e-05, + 3.492874384392053e-05, + 3.487038702587597e-05, + 3.4812041121767834e-05, + 3.475315315881744e-05, + 3.4693490306381136e-05, + 3.463428220129572e-05, + 3.457337152212858e-05, + 3.451266456977464e-05, + 3.445068796281703e-05, + 3.43895262631122e-05, + 3.432962694205344e-05, + 3.426930561545305e-05, + 3.4209431760245934e-05, + 3.415022001718171e-05, + 3.4091357520082965e-05, + 3.4032276744255796e-05, + 3.3973410609178245e-05, + 3.391402424313128e-05, + 3.385496529517695e-05, + 3.379616100573912e-05, + 3.3736490877345204e-05, + 3.367467797943391e-05, + 3.361267954460345e-05, + 3.355079752509482e-05, + 3.349180769873783e-05, + 3.343224307172932e-05, + 3.33740099449642e-05, + 3.331592961330898e-05, + 3.325927536934614e-05, + 3.3202304621227086e-05, + 3.3145264751510695e-05, + 3.3086846087826416e-05, + 3.302836194052361e-05, + 3.2970649044727907e-05, + 3.291279062977992e-05, + 3.2855881727300584e-05, + 3.2797601306810975e-05, + 3.273893162258901e-05, + 3.2679730793461204e-05, + 3.2621101127006114e-05, + 3.256386844441295e-05, + 3.250866575399414e-05, + 3.245276820962317e-05, + 3.239663055865094e-05, + 3.234019459341653e-05, + 3.228391506127082e-05, + 3.222758823540062e-05, + 3.2171461498364806e-05, + 3.211660441593267e-05, + 3.206198016414419e-05, + 3.200690480298363e-05, + 3.1951040000421926e-05, + 3.1895426218397915e-05, + 3.183954322594218e-05, + 3.178370388923213e-05, + 3.172719880240038e-05, + 3.1671890610596165e-05, + 3.161820859531872e-05, + 3.156614911858924e-05, + 3.151489727315493e-05, + 3.1463103368878365e-05, + 3.1411240343004465e-05, + 3.1358114938484505e-05, + 3.1304825824918225e-05, + 3.125075454590842e-05, + 3.119757820968516e-05, + 3.114442733931355e-05, + 3.109152021352202e-05, + 3.103827475570142e-05, + 3.098536399193108e-05, + 3.0933133530197665e-05, + 3.0881259590387344e-05, + 3.082837793044746e-05, + 3.07761765725445e-05, + 3.072504841838963e-05, + 3.067577927140519e-05, + 3.062644464080222e-05, + 3.0576553399441764e-05, + 3.052437386941165e-05, + 3.047239442821592e-05, + 3.042086973437108e-05, + 3.03704018733697e-05, + 3.0319893994601443e-05, + 3.026913145731669e-05, + 3.0219454856705852e-05, + 3.0169265301083215e-05, + 3.0118873837636784e-05, + 3.0068520572967827e-05, + 3.0018883990123868e-05, + 2.9970189643790945e-05, + 2.9921860914328136e-05, + 2.98739287245553e-05, + 2.9826147510902956e-05, + 2.9778668249491602e-05, + 2.97317292279331e-05, + 2.9685394110856578e-05, + 2.9639408239745535e-05, + 2.959254379675258e-05, + 2.954554474854376e-05, + 2.9497925424948335e-05, + 2.9450351576087996e-05, + 2.940285594377201e-05, + 2.9357270250329748e-05, + 2.9311411708476953e-05, + 2.926666638813913e-05, + 2.92214572255034e-05, + 2.9175835152273066e-05, + 2.9129643735359423e-05, + 2.9083757908665575e-05, + 2.9038856155239046e-05, + 2.8994292733841576e-05, + 2.894950557674747e-05, + 2.8903237762278877e-05, + 2.8856848075520247e-05, + 2.880983993236441e-05, + 2.876449070754461e-05, + 2.871855758712627e-05, + 2.8674241548287682e-05, + 2.863018926291261e-05, + 2.8585496693267487e-05, + 2.8541327992570587e-05, + 2.8497452149167657e-05, + 2.8454682251322083e-05, + 2.8411741368472576e-05, + 2.8368649509502575e-05, + 2.8324964659987018e-05, + 2.8280996048124507e-05, + 2.8237318474566564e-05, + 2.819492874550633e-05, + 2.8152317099738866e-05, + 2.8109769118600525e-05, + 2.8066899176337756e-05, + 2.802407107083127e-05, + 2.798138120851945e-05, + 2.7938189305132255e-05, + 2.7895559469470754e-05, + 2.7853478968609124e-05, + 2.781079638225492e-05, + 2.776855035335757e-05, + 2.7725565814762376e-05, + 2.7682812287821434e-05, + 2.7640277039608918e-05, + 2.7598647648119368e-05, + 2.7557191060623154e-05, + 2.7515799956745468e-05, + 2.7474177841213532e-05, + 2.7432453862274997e-05, + 2.739107731031254e-05, + 2.7350097298040055e-05, + 2.7309924917062744e-05, + 2.7270098144072108e-05, + 2.7230145860812627e-05, + 2.7189475076738745e-05, + 2.714902257139329e-05, + 2.7108288122690283e-05, + 2.706788836803753e-05, + 2.7027297619497404e-05, + 2.698683056223672e-05, + 2.6947252990794368e-05, + 2.690856490517035e-05, + 2.687073720153421e-05, + 2.6832116418518126e-05, + 2.6793471988639794e-05, + 2.675421637832187e-05, + 2.6715724743553437e-05, + 2.667812441359274e-05, + 2.6639956558938138e-05, + 2.660150857991539e-05, + 2.656326068972703e-05, + 2.6525480279815383e-05, + 2.6488047296879813e-05, + 2.6450177756487392e-05, + 2.6412351871840656e-05, + 2.63740548689384e-05, + 2.6336119844927453e-05, + 2.629891605465673e-05, + 2.626226341817528e-05, + 2.622579449962359e-05, + 2.618905455165077e-05, + 2.61528530245414e-05, + 2.6116436856682412e-05, + 2.6080533643835224e-05, + 2.604414476081729e-05, + 2.6007894120994024e-05, + 2.59715106949443e-05, + 2.593509816506412e-05, + 2.5899555112118833e-05, + 2.5863897462841123e-05, + 2.5828498110058717e-05, + 2.57937081187265e-05, + 2.5759587515494786e-05, + 2.572569064795971e-05, + 2.5690938855404966e-05, + 2.5656599973444827e-05, + 2.5621960958233103e-05, + 2.5586767151253298e-05, + 2.5551098588039167e-05, + 2.551678153395187e-05, + 2.548250813561026e-05, + 2.5448074666201137e-05, + 2.54140450124396e-05, + 2.5380157239851542e-05, + 2.5346835172967985e-05, + 2.5313736841781065e-05, + 2.5280649424530566e-05, + 2.5247150915674865e-05, + 2.521336864447221e-05, + 2.5179417207255028e-05, + 2.5145538529613987e-05, + 2.5112505682045594e-05, + 2.5079996703425422e-05, + 2.5047833332791924e-05, + 2.5016275685629807e-05, + 2.4985176423797384e-05, + 2.4953294996521436e-05, + 2.4921571821323596e-05, + 2.4889699488994665e-05, + 2.4858662072801962e-05, + 2.482746640453115e-05, + 2.479553768353071e-05, + 2.4763756300671957e-05, + 2.4732329620746896e-05, + 2.4700984795344993e-05, + 2.466996193106752e-05, + 2.4639550247229636e-05, + 2.4609045794932172e-05, + 2.457876871631015e-05, + 2.4548313376726583e-05, + 2.451763975841459e-05, + 2.4486336769768968e-05, + 2.4454571757814847e-05, + 2.442309050820768e-05, + 2.4391647457377985e-05, + 2.4360597308259457e-05, + 2.4329605366801843e-05, + 2.4298653443111107e-05, + 2.4267817934742197e-05, + 2.4236094759544358e-05, + 2.4204497094615363e-05, + 2.417309042357374e-05, + 2.4142207621480338e-05, + 2.4111184757202864e-05, + 2.4080478397081606e-05, + 2.4049886633292772e-05, + 2.4019411284825765e-05, + 2.3988950488273986e-05, + 2.3958600650075823e-05, + 2.3928128939587623e-05, + 2.38979027926689e-05, + 2.38683533098083e-05, + 2.383898572588805e-05, + 2.3808956029824913e-05, + 2.377923192398157e-05, + 2.3749895262881182e-05, + 2.3720753233646974e-05, + 2.3691436581430025e-05, + 2.3662638341193087e-05, + 2.363389103265945e-05, + 2.36054984270595e-05, + 2.3576911189593375e-05, + 2.354826938244514e-05, + 2.352019328100141e-05, + 2.3491938918596134e-05, + 2.3463764591724612e-05, + 2.3435150069417432e-05, + 2.3406650143442675e-05, + 2.3378466721624136e-05, + 2.3349795810645446e-05, + 2.3321441403822973e-05, + 2.3292728656088002e-05, + 2.3264039555215277e-05, + 2.323512853763532e-05, + 2.320730891369749e-05, + 2.3179763957159594e-05, + 2.315275378350634e-05, + 2.3125448933569714e-05, + 2.309820774826221e-05, + 2.3070544557413086e-05, + 2.3043268811306916e-05, + 2.30159184866352e-05, + 2.2988228010945022e-05, + 2.2960153728490695e-05, + 2.293265424668789e-05, + 2.2905685909790918e-05, + 2.2879066818859428e-05, + 2.285261325596366e-05, + 2.28263688768493e-05, + 2.2799635189585388e-05, + 2.277335624967236e-05, + 2.274650614708662e-05, + 2.2720074412063695e-05, + 2.2693358914693817e-05, + 2.2667647499474697e-05, + 2.264234899485018e-05, + 2.2616912247030996e-05, + 2.259132088511251e-05, + 2.2565716790268198e-05, + 2.2540707504958846e-05, + 2.2515238015330397e-05, + 2.248939017590601e-05, + 2.2463762434199452e-05, + 2.2438482119468972e-05, + 2.241331822006032e-05, + 2.2387825083569624e-05, + 2.236248110421002e-05, + 2.2336864276439883e-05, + 2.2312035071081482e-05, + 2.2287567844614387e-05, + 2.226314063591417e-05, + 2.223844057880342e-05, + 2.2213353076949716e-05, + 2.218867484771181e-05, + 2.2163674657349475e-05, + 2.2139047359814867e-05, + 2.2114223611424677e-05, + 2.208966907346621e-05, + 2.206475255661644e-05, + 2.2040370822651312e-05, + 2.201624374720268e-05, + 2.1992771507939324e-05, + 2.1968975488562137e-05, + 2.19455123442458e-05, + 2.1921790903434157e-05, + 2.189830229326617e-05, + 2.187462268921081e-05, + 2.1850846678717062e-05, + 2.1827479940839112e-05, + 2.1803962226840667e-05, + 2.1780266251880676e-05, + 2.1756415662821382e-05, + 2.1732977984356694e-05, + 2.170935840695165e-05, + 2.1685706087737344e-05, + 2.1662192011717707e-05, + 2.1638310499838553e-05, + 2.1614810975734144e-05, + 2.159136965929065e-05, + 2.1568333977484144e-05, + 2.154509820684325e-05, + 2.152207525796257e-05, + 2.1499372451216914e-05, + 2.1476345864357427e-05, + 2.1453137378557585e-05, + 2.1429617845569737e-05, + 2.1406538508017547e-05, + 2.1383833882282488e-05, + 2.136122748197522e-05, + 2.133926682290621e-05, + 2.131724431819748e-05, + 2.129451240762137e-05, + 2.1271724108373746e-05, + 2.1249510609777644e-05, + 2.122775185853243e-05, + 2.1206071323831566e-05, + 2.1184150682529435e-05, + 2.1162082703085616e-05, + 2.1140249373274855e-05, + 2.111845424224157e-05, + 2.109649358317256e-05, + 2.1074692995171063e-05, + 2.1053225282230414e-05, + 2.1031848518759944e-05, + 2.101067548210267e-05, + 2.0989420590922236e-05, + 2.096832395181991e-05, + 2.0946943550370634e-05, + 2.0925695935147814e-05, + 2.0904699340462685e-05, + 2.088389555865433e-05, + 2.08629498956725e-05, + 2.0842107915086672e-05, + 2.0820943973376416e-05, + 2.079979094560258e-05, + 2.077877798001282e-05, + 2.0757737729582004e-05, + 2.073689756798558e-05, + 2.0716084691230208e-05, + 2.0695328203146346e-05, + 2.0674156985478476e-05, + 2.0653164028772153e-05, + 2.0631921870517544e-05, + 2.0611378204193898e-05, + 2.0591012798831798e-05, + 2.0570698325172998e-05, + 2.0550407498376444e-05, + 2.053037314908579e-05, + 2.051030969596468e-05, + 2.0489669623202644e-05, + 2.0468794900807552e-05, + 2.0447978386073373e-05, + 2.0427725758054294e-05, + 2.0407585907378234e-05, + 2.0387451513670385e-05, + 2.036720070464071e-05, + 2.0347079043858685e-05, + 2.0327068341430277e-05, + 2.0307168597355485e-05, + 2.0287505321903154e-05, + 2.0267740183044225e-05, + 2.0248109649401158e-05, + 2.022820081037935e-05, + 2.020839929173235e-05, + 2.018861960095819e-05, + 2.016925463976804e-05, + 2.0149895135546103e-05, + 2.0130684788455255e-05, + 2.011130709433928e-05, + 2.0092076738364995e-05, + 2.0072860934305936e-05, + 2.0053463231306523e-05, + 2.0034443878103048e-05, + 2.0015697373310104e-05, + 1.9997372874058783e-05, + 1.9978559066657908e-05, + 1.9959383280365728e-05, + 1.994042941078078e-05, + 1.9921313651138917e-05, + 1.990244163607713e-05, + 1.9883911591023207e-05, + 1.986506140383426e-05, + 1.9846103896270506e-05, + 1.9827301002806053e-05, + 1.9808763681794517e-05, + 1.979022090381477e-05, + 1.977153806365095e-05, + 1.9752815205720253e-05, + 1.973430516954977e-05, + 1.971590972971171e-05, + 1.9697434254339896e-05, + 1.9678673197631724e-05, + 1.9660119505715556e-05, + 1.9641769540612586e-05, + 1.9623490516096354e-05, + 1.960543158929795e-05, + 1.9587576389312744e-05, + 1.956970663741231e-05, + 1.955185507540591e-05, + 1.9533752492861822e-05, + 1.9515302483341657e-05, + 1.949697980307974e-05, + 1.947917371580843e-05, + 1.9461669580778107e-05, + 1.9444256395217963e-05, + 1.942670496646315e-05, + 1.9408857042435557e-05, + 1.939101639436558e-05, + 1.9373259419808164e-05, + 1.935523141582962e-05, + 1.933729072334245e-05, + 1.931978840730153e-05, + 1.9302717191749252e-05, + 1.9285702364868484e-05, + 1.9268076357548125e-05, + 1.9250050172558986e-05, + 1.923237505252473e-05, + 1.9215012798667885e-05, + 1.919775786518585e-05, + 1.918088128149975e-05, + 1.916411201818846e-05, + 1.9146913473377936e-05, + 1.912961306516081e-05, + 1.911217077577021e-05, + 1.909480124595575e-05, + 1.90774371731095e-05, + 1.9060105842072517e-05, + 1.9043114662053995e-05, + 1.902614712889772e-05, + 1.900878305605147e-05, + 1.8991886463481933e-05, + 1.897529546113219e-05, + 1.895865898404736e-05, + 1.894197703222744e-05, + 1.892537511594128e-05, + 1.890894964162726e-05, + 1.8892309526563622e-05, + 1.8875705791288055e-05, + 1.885923666122835e-05, + 1.884270204755012e-05, + 1.8825987353920937e-05, + 1.88093472388573e-05, + 1.8792872651829384e-05, + 1.8776325305225328e-05, + 1.87600489880424e-05, + 1.8744191038422287e-05, + 1.8728240320342593e-05, + 1.87122896022629e-05, + 1.869597144832369e-05, + 1.8679636923479848e-05, + 1.8663680748431943e-05, + 1.86476536327973e-05, + 1.8631373677635565e-05, + 1.861493001342751e-05, + 1.8598791939439252e-05, + 1.8582735719974153e-05, + 1.856697963376064e-05, + 1.85513144970173e-05, + 1.8535381968831643e-05, + 1.8519691366236657e-05, + 1.8504098989069462e-05, + 1.8488686691853218e-05, + 1.8472905139788054e-05, + 1.8456796169630252e-05, + 1.8440474377712235e-05, + 1.8424496374791488e-05, + 1.8408880350762047e-05, + 1.839352808019612e-05, + 1.8378274035057984e-05, + 1.83630982064642e-05, + 1.8347542209085077e-05, + 1.8332137187826447e-05, + 1.8316824935027398e-05, + 1.8301496311323717e-05, + 1.828590757213533e-05, + 1.827032247092575e-05, + 1.8254870155942626e-05, + 1.8239465134683996e-05, + 1.8224181985715404e-05, + 1.820880061131902e-05, + 1.819366661948152e-05, + 1.8178552636527456e-05, + 1.816328222048469e-05, + 1.814775532693602e-05, + 1.8132399418391287e-05, + 1.8117198123945855e-05, + 1.8102409740095027e-05, + 1.8087710486724973e-05, + 1.8072994862450287e-05, + 1.8058286514133215e-05, + 1.804358180379495e-05, + 1.8029173588729464e-05, + 1.8014867237070575e-05, + 1.8000609998125583e-05, + 1.798600351321511e-05, + 1.7971478882827796e-05, + 1.795684511307627e-05, + 1.794238960428629e-05, + 1.792797411326319e-05, + 1.7913513147505e-05, + 1.7898957594297826e-05, + 1.788416557246819e-05, + 1.7869393559521995e-05, + 1.7854723409982398e-05, + 1.7840164218796417e-05, + 1.7825717804953456e-05, + 1.781176069926005e-05, + 1.7798056433093734e-05, + 1.77841375261778e-05, + 1.777000943548046e-05, + 1.7756043234840035e-05, + 1.774211341398768e-05, + 1.7728014427120797e-05, + 1.771374445524998e-05, + 1.7699494492262602e-05, + 1.7685322745819576e-05, + 1.7671502064331435e-05, + 1.7657963326200843e-05, + 1.76442954398226e-05, + 1.7630394722800702e-05, + 1.7616433979128487e-05, + 1.7602731531951576e-05, + 1.758902180881705e-05, + 1.757511927280575e-05, + 1.756110395945143e-05, + 1.7547121387906373e-05, + 1.753325341269374e-05, + 1.751933632476721e-05, + 1.7505626601632684e-05, + 1.7492002371000126e-05, + 1.747841088217683e-05, + 1.746472844388336e-05, + 1.745101690175943e-05, + 1.743735992931761e-05, + 1.742369386192877e-05, + 1.741020241752267e-05, + 1.7396632756572217e-05, + 1.73830303538125e-05, + 1.736940976115875e-05, + 1.735607293085195e-05, + 1.7342730643576942e-05, + 1.7329402908217162e-05, + 1.7316137018497102e-05, + 1.7302820197073743e-05, + 1.7289567040279508e-05, + 1.7276293874601834e-05, + 1.7262993424083106e-05, + 1.7249520169571042e-05, + 1.7235959603567608e-05, + 1.722225351841189e-05, + 1.7208545614266768e-05, + 1.719487045193091e-05, + 1.7181208022520877e-05, + 1.7167523765238002e-05, + 1.715401049295906e-05, + 1.7140608179033734e-05, + 1.7127238606917672e-05, + 1.711376717139501e-05, + 1.7100390323321335e-05, + 1.7087082596844994e-05, + 1.70741586771328e-05, + 1.7061232938431203e-05, + 1.704821625025943e-05, + 1.7035185010172427e-05, + 1.702220833976753e-05, + 1.7009140719892457e-05, + 1.6996244085021317e-05, + 1.6983547538984567e-05, + 1.6970925571513362e-05, + 1.6958327250904404e-05, + 1.694572165433783e-05, + 1.6933319784584455e-05, + 1.692072873993311e-05, + 1.6908148609218188e-05, + 1.6895308363018557e-05, + 1.6882508134585805e-05, + 1.6869647879502736e-05, + 1.6856884030858055e-05, + 1.6844223864609376e-05, + 1.6831587345222943e-05, + 1.6818998119561e-05, + 1.6806587154860608e-05, + 1.679408160271123e-05, + 1.678147236816585e-05, + 1.676880674494896e-05, + 1.6756523109506816e-05, + 1.674413579166867e-05, + 1.6731682990211993e-05, + 1.6719352061045356e-05, + 1.6706848327885382e-05, + 1.6694420992280357e-05, + 1.6682010027579963e-05, + 1.6669853721396066e-05, + 1.6657711967127398e-05, + 1.664544834056869e-05, + 1.6633255654596724e-05, + 1.6620997485006228e-05, + 1.6608591977274045e-05, + 1.6596208297414705e-05, + 1.6583830074523576e-05, + 1.6571519154240377e-05, + 1.6559466530452482e-05, + 1.654757943470031e-05, + 1.6535583199583925e-05, + 1.6523721569683403e-05, + 1.6511847206857055e-05, + 1.650000922381878e-05, + 1.6488245819346048e-05, + 1.6476440578117035e-05, + 1.6464702639495954e-05, + 1.6452982890768908e-05, + 1.6441279512946494e-05, + 1.6429752577096224e-05, + 1.6418194718426093e-05, + 1.6406631402787752e-05, + 1.6394931662944146e-05, + 1.6383204638259485e-05, + 1.6371584933949634e-05, + 1.636000524740666e-05, + 1.634847831155639e-05, + 1.633715510251932e-05, + 1.632580278965179e-05, + 1.6314234017045237e-05, + 1.6302588846883737e-05, + 1.629101825528778e-05, + 1.627937308512628e-05, + 1.6267653336399235e-05, + 1.625602089916356e-05, + 1.6244388461927883e-05, + 1.6232737834798172e-05, + 1.622104537091218e-05, + 1.6209589375648648e-05, + 1.61979714903282e-05, + 1.6186349967028946e-05, + 1.617477937543299e-05, + 1.616326335351914e-05, + 1.615186374692712e-05, + 1.6140438674483448e-05, + 1.6129089999594726e-05, + 1.6117828636197373e-05, + 1.610643266758416e-05, + 1.6095056707854383e-05, + 1.6083668015198782e-05, + 1.6072512153186835e-05, + 1.6061332644312643e-05, + 1.6050287740654312e-05, + 1.6038864487200044e-05, + 1.6027564925025217e-05, + 1.6016430890886113e-05, + 1.600537871127017e-05, + 1.5994028217392042e-05, + 1.5982644981704652e-05, + 1.5971269021974877e-05, + 1.5959993106662296e-05, + 1.5948609870974906e-05, + 1.593724846316036e-05, + 1.5925981642794795e-05, + 1.5914863979560323e-05, + 1.5903809980954975e-05, + 1.5892555893515237e-05, + 1.588135819474701e-05, + 1.5870187780819833e-05, + 1.585918835189659e-05, + 1.5848330804146826e-05, + 1.5837526007089764e-05, + 1.5826451999600977e-05, + 1.5815412552910857e-05, + 1.580454409122467e-05, + 1.579361196490936e-05, + 1.5782579794176854e-05, + 1.5771485777804628e-05, + 1.5760542737552896e-05, + 1.5749832527944818e-05, + 1.573909685248509e-05, + 1.5728486687294208e-05, + 1.571790562593378e-05, + 1.570735730638262e-05, + 1.5696916307206266e-05, + 1.568660263728816e-05, + 1.567637264088262e-05, + 1.5665997125324793e-05, + 1.565531420055777e-05, + 1.5644785889890045e-05, + 1.5634479495929554e-05, + 1.562426950840745e-05, + 1.561412136652507e-05, + 1.5603844076395035e-05, + 1.5593521311529912e-05, + 1.5583267668262124e-05, + 1.5573043128824793e-05, + 1.5562794942525215e-05, + 1.5552564946119674e-05, + 1.554227310407441e-05, + 1.5532195902778767e-05, + 1.5522095054620877e-05, + 1.5511930541833863e-05, + 1.5501624147873372e-05, + 1.5491334124817513e-05, + 1.5481018635910004e-05, + 1.547073588881176e-05, + 1.546066596347373e-05, + 1.5450610590050928e-05, + 1.544075712445192e-05, + 1.543093821965158e-05, + 1.5421121133840643e-05, + 1.541122401249595e-05, + 1.5401325072161853e-05, + 1.5391506167361513e-05, + 1.5381801858893596e-05, + 1.537195021228399e-05, + 1.536178206151817e-05, + 1.5351637557614595e-05, + 1.5341545804403722e-05, + 1.5331401300500147e-05, + 1.532119858893566e-05, + 1.531128327769693e-05, + 1.530149529571645e-05, + 1.5291700037778355e-05, + 1.5281906598829664e-05, + 1.527197855466511e-05, + 1.5262305169017054e-05, + 1.5252619959937874e-05, + 1.524293293186929e-05, + 1.5233165868266951e-05, + 1.5223476111714263e-05, + 1.52139537021867e-05 + ], + "stabilities": [ + -2.6985023021698, + 0.7244726419448853, + 0.8601603507995605, + 0.7749632000923157, + 0.9740260243415833, + 1.0, + 1.0, + 0.9729437232017517, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865689277648926, + 0.8891568183898926, + 0.9783080220222473, + 0.9872609972953796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9288026690483093, + 0.8368576765060425, + 0.9285714030265808, + 1.0, + 0.9546014666557312, + 1.0, + 1.0, + 0.8929002285003662, + 1.0, + 0.9862698912620544, + 0.9661399722099304, + 1.0, + 0.9848482608795166, + 0.944891095161438, + 1.0, + 0.9593408703804016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754601120948792, + 1.0, + 0.9476883411407471, + 0.9803470373153687, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9244529008865356, + 1.0, + 1.0, + 0.5780884027481079, + 0.9786887168884277, + 0.7800960540771484, + 0.9460525512695312, + 1.0, + 1.0, + 1.0, + 0.9909747242927551, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885122179985046, + 1.0, + 0.9722121357917786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9670803546905518, + 1.0, + 1.0, + 0.9995014667510986, + 1.0, + 1.0, + 0.9719212055206299, + 0.9828729629516602, + 1.0, + 0.9933938980102539, + 1.0, + 1.0, + 1.0, + 0.9739935994148254, + 1.0, + 0.9557158946990967, + 0.9880656599998474, + 1.0, + 0.9959591031074524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9598066806793213, + 0.9497314095497131, + 0.9640805721282959, + 0.99165940284729, + 1.0, + 0.9915308952331543, + 0.9933760762214661, + 1.0, + 0.9698535799980164, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794179797172546, + 1.0, + 0.9630106091499329, + 0.9842795133590698, + 0.9931254982948303, + 0.9769957661628723, + 1.0, + 0.9859131574630737, + 1.0, + 1.0, + 0.9745228290557861, + 1.0, + 0.990741491317749, + 0.9510736465454102, + 1.0, + 1.0, + 0.9880194664001465, + 1.0, + 0.9985470175743103, + 1.0, + 1.0, + 0.9788401126861572, + 0.9822657704353333, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741200804710388, + 0.982237696647644, + 0.9840803742408752, + 0.9889271855354309, + 1.0, + 0.9701018929481506, + 1.0, + 1.0, + 0.9731807112693787, + 1.0, + 1.0, + 0.9786882400512695, + 1.0, + 0.9996615648269653, + 0.9907825589179993, + 1.0, + 0.9754903316497803, + 0.9825756549835205, + 1.0, + 1.0, + 1.0, + 0.99222731590271, + 0.9987255930900574, + 0.9872776865959167, + 1.0, + 1.0, + 0.9551137089729309, + 1.0, + 0.9679075479507446, + 1.0, + 0.985575258731842, + 0.9995740652084351, + 0.9763325452804565, + 1.0, + 1.0, + 0.9832501411437988, + 1.0, + 0.9912353157997131, + 0.9793181419372559, + 0.9886371493339539, + 0.9969816207885742, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998518824577332, + 1.0, + 1.0, + 1.0, + 0.9950519800186157, + 0.9876039028167725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877946376800537, + 1.0, + 0.9853209853172302, + 1.0, + 1.0, + 1.0, + 0.9754748940467834, + 0.9996870756149292, + 1.0, + 0.9989283084869385, + 0.9942553043365479, + 0.9864600896835327, + 1.0, + 0.9862422347068787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983647346496582, + 1.0, + 1.0, + 0.9927713871002197, + 0.9873747229576111, + 0.9733780026435852, + 1.0, + 1.0, + 1.0, + 0.9862177968025208, + 0.995754063129425, + 0.9806943535804749, + 0.9790818691253662, + 1.0, + 1.0, + 1.0, + 0.99315345287323, + 1.0, + 0.9980348944664001, + 1.0, + 0.9886093139648438, + 0.9808517694473267, + 1.0, + 0.9942081570625305, + 0.9905918836593628, + 0.995538592338562, + 1.0, + 0.9981090426445007, + 1.0, + 0.9964520335197449, + 0.9976150393486023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558679461479187, + 1.0, + 0.9801169037818909, + 0.9998000860214233, + 0.9796761274337769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895300269126892, + 1.0, + 0.9863283038139343, + 1.0, + 1.0, + 1.0, + 0.9937112927436829, + 0.9792653918266296, + 0.9673302173614502, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997088313102722, + 0.9804188013076782, + 0.9987125396728516, + 1.0, + 1.0, + 0.9988117218017578, + 1.0, + 1.0, + 1.0, + 0.9823020100593567, + 0.9738978147506714, + 0.9726752638816833, + 0.9873652458190918, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868103861808777, + 1.0, + 0.9988788366317749, + 1.0, + 0.997174084186554, + 0.9906383752822876, + 0.9980071783065796, + 1.0, + 0.9908063411712646, + 0.9827449321746826, + 0.9668887257575989, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948777556419373, + 0.9830157160758972, + 1.0, + 1.0, + 0.9820617437362671, + 1.0, + 1.0, + 1.0, + 0.9905707240104675, + 0.9844407439231873, + 0.9959523677825928, + 0.9951294660568237, + 1.0, + 0.9969215989112854, + 0.9919063448905945, + 0.990365743637085, + 0.9966911673545837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9630975723266602, + 1.0, + 0.978874146938324, + 1.0, + 1.0, + 1.0, + 0.9968189597129822, + 0.9819058179855347, + 0.9957424998283386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9683110117912292, + 1.0, + 0.9682382345199585, + 0.9974421858787537, + 1.0, + 0.991719663143158, + 0.9967935681343079, + 0.9789795279502869, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9738531112670898, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990519642829895, + 0.9905848503112793, + 1.0, + 0.9933521151542664, + 1.0, + 0.9983249306678772, + 0.9985661506652832, + 0.9821581840515137, + 0.999315619468689, + 1.0, + 1.0, + 1.0, + 0.9952263832092285, + 0.9947423934936523, + 0.9836490750312805, + 0.9948152303695679, + 1.0, + 1.0, + 0.9982179999351501, + 1.0, + 0.9953398108482361, + 1.0, + 1.0, + 0.9814820289611816, + 0.9807929992675781, + 0.9809205532073975, + 1.0, + 1.0, + 1.0, + 0.9838931560516357, + 0.9808285236358643, + 1.0, + 1.0, + 0.9981813430786133, + 0.9911061525344849, + 0.9940176010131836, + 1.0, + 1.0, + 1.0, + 0.994059681892395, + 0.983993411064148, + 0.9884427189826965, + 0.998181939125061, + 1.0, + 0.9885963797569275, + 1.0, + 0.98916095495224, + 1.0, + 0.9994738101959229, + 1.0, + 1.0, + 0.9793300032615662, + 1.0, + 0.9959611296653748, + 0.9859625101089478, + 0.9843389391899109, + 0.9964643716812134, + 1.0, + 0.991216778755188, + 1.0, + 1.0, + 1.0, + 0.9651197791099548, + 1.0, + 1.0, + 0.9913368821144104, + 0.9989701509475708, + 0.9864096641540527, + 0.9962309002876282, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978028416633606, + 0.9871582388877869, + 0.9923086762428284, + 0.9839239716529846, + 0.9882970452308655, + 1.0, + 0.9979260563850403, + 1.0, + 0.9765045046806335, + 1.0, + 1.0, + 0.9983054399490356, + 0.991795539855957, + 1.0, + 0.9925858378410339, + 0.9837520718574524, + 1.0, + 0.995290219783783, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941673874855042, + 1.0, + 0.9909865260124207, + 1.0, + 1.0, + 0.9992596507072449, + 1.0, + 0.9992222189903259, + 0.9971261620521545, + 0.9863095879554749, + 1.0, + 0.992874801158905, + 0.9993006587028503, + 0.9992392659187317, + 1.0, + 0.9994229078292847, + 1.0, + 0.9950203895568848, + 0.980497419834137, + 0.9972159266471863, + 1.0, + 0.992741584777832, + 0.9899466633796692, + 0.9962148070335388, + 1.0, + 0.9852121472358704, + 1.0, + 0.9909356236457825, + 1.0, + 1.0, + 0.9829263091087341, + 1.0, + 1.0, + 1.0, + 0.9989304542541504, + 0.991740345954895, + 1.0, + 0.9918709397315979, + 1.0, + 1.0, + 1.0, + 0.9650546312332153, + 0.9930033087730408, + 0.98331218957901, + 1.0, + 1.0, + 1.0, + 0.9887455701828003, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 0.9835318922996521, + 0.9901867508888245, + 0.9965932965278625, + 0.9946548938751221, + 1.0, + 0.9856557846069336, + 1.0, + 0.9872792959213257, + 1.0, + 0.9650391936302185, + 0.9869832396507263, + 1.0, + 1.0, + 1.0, + 0.9792530536651611, + 1.0, + 1.0, + 0.994182825088501, + 0.9895294308662415, + 0.997977077960968, + 1.0, + 0.9969300627708435, + 1.0, + 0.9718921780586243, + 0.9879940152168274, + 1.0, + 1.0, + 1.0, + 0.9862246513366699, + 1.0, + 0.9877758026123047, + 1.0, + 0.9917348027229309, + 1.0, + 0.9811904430389404, + 0.9924865365028381, + 0.9753886461257935, + 1.0, + 0.9884974956512451, + 1.0, + 0.9926590919494629, + 1.0, + 1.0, + 0.9852762818336487, + 1.0, + 1.0, + 1.0, + 0.9851093292236328, + 1.0, + 1.0, + 0.9966275095939636, + 1.0, + 0.9870098233222961, + 1.0, + 0.9852185845375061, + 1.0, + 0.9933949708938599, + 0.9886504411697388, + 1.0, + 1.0, + 1.0, + 0.9842677712440491, + 0.9862692952156067, + 0.9982404708862305, + 0.9737151265144348, + 1.0, + 1.0, + 1.0, + 0.9772154092788696, + 0.9823421239852905, + 0.9987341165542603, + 1.0, + 1.0, + 0.9917903542518616, + 1.0, + 1.0, + 0.9953636527061462, + 0.9869266748428345, + 0.9984267950057983, + 0.9929093718528748, + 1.0, + 0.9947952628135681, + 1.0, + 0.9963167309761047, + 0.9903505444526672, + 0.9932934641838074, + 1.0, + 0.9973182082176208, + 1.0, + 1.0, + 0.9956880807876587, + 1.0, + 0.9927677512168884, + 1.0, + 0.9996252059936523, + 1.0, + 0.9939519762992859, + 1.0, + 0.9693976640701294, + 0.993686318397522, + 0.9996854662895203, + 1.0, + 0.9896298050880432, + 1.0, + 1.0, + 1.0, + 0.9996974468231201, + 0.9752436280250549, + 0.996741533279419, + 1.0, + 1.0, + 0.9959314465522766, + 0.9971836805343628, + 0.9967412352561951, + 0.9903475046157837, + 1.0, + 0.9954746961593628, + 1.0, + 0.9970698952674866, + 1.0, + 0.9813052415847778, + 1.0, + 0.9945647120475769, + 1.0, + 0.994625449180603, + 1.0, + 1.0, + 0.9827292561531067, + 0.987789511680603, + 0.9797170162200928, + 1.0, + 1.0, + 0.9906023144721985, + 1.0, + 0.9894065260887146, + 0.9841587543487549, + 1.0, + 1.0, + 0.9942420125007629, + 0.9880125522613525, + 1.0, + 1.0, + 1.0, + 0.9907025694847107, + 0.9959958791732788, + 1.0, + 1.0, + 0.9910508990287781, + 0.9911865592002869, + 0.9983464479446411, + 0.9901559352874756, + 0.9907523989677429, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952638745307922, + 0.9739039540290833, + 0.9850261807441711, + 0.996991753578186, + 1.0, + 1.0, + 1.0, + 0.997882604598999, + 1.0, + 0.9973011612892151, + 0.977674663066864, + 0.9774163961410522, + 0.9988414645195007, + 1.0, + 1.0, + 0.9827690720558167, + 0.9845930933952332, + 0.9958062767982483, + 0.9802005290985107, + 0.9955112338066101, + 1.0, + 1.0, + 1.0, + 0.9979997873306274, + 1.0, + 1.0, + 0.9824680089950562, + 1.0, + 1.0, + 0.9751372933387756, + 0.983951210975647, + 1.0, + 1.0, + 0.9974489212036133, + 0.9914748668670654, + 1.0, + 0.9998431205749512, + 0.9940377473831177, + 1.0, + 1.0, + 0.9976146817207336, + 0.9922990798950195, + 1.0, + 0.9856361150741577, + 0.9761528968811035, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978775680065155, + 1.0, + 1.0, + 1.0, + 0.9834442138671875, + 0.9969760179519653, + 0.9832707643508911, + 0.9961838126182556, + 1.0, + 0.9870003461837769, + 0.9955568313598633, + 0.9905001521110535, + 1.0, + 1.0, + 1.0, + 0.9807890057563782, + 0.9794579744338989, + 0.9850643277168274, + 0.9955630302429199, + 0.9967937469482422, + 1.0, + 0.9921087622642517, + 0.9958966970443726, + 1.0, + 1.0, + 1.0, + 0.9939632415771484, + 0.9986919164657593, + 0.9941368699073792, + 1.0, + 0.9860307574272156, + 1.0, + 1.0, + 1.0, + 0.9910402894020081, + 0.9921318292617798, + 0.9748087525367737, + 0.9956291913986206, + 1.0, + 1.0, + 1.0, + 0.9816224575042725, + 0.994808554649353, + 0.9983692169189453, + 1.0, + 0.9961814880371094, + 1.0, + 0.9895576238632202, + 0.9992005825042725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950419664382935, + 0.99417644739151, + 0.9942989945411682, + 0.9677714109420776, + 0.9835606813430786, + 1.0, + 1.0, + 0.99024498462677, + 0.9994832873344421, + 1.0, + 1.0, + 1.0, + 0.996135950088501, + 0.9771358370780945, + 0.9813451766967773, + 1.0, + 1.0, + 1.0, + 0.983318030834198, + 1.0, + 1.0, + 1.0, + 0.9992473721504211, + 0.9937856793403625, + 1.0, + 0.9873386025428772, + 0.995704174041748, + 0.999233067035675, + 1.0, + 1.0, + 0.9977573752403259, + 1.0, + 0.9892615675926208, + 1.0, + 1.0, + 1.0, + 0.9810988306999207, + 1.0, + 1.0, + 0.9970268607139587, + 1.0, + 0.9970347881317139, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993885159492493, + 1.0, + 1.0, + 0.9894935488700867, + 0.9935368895530701, + 0.9993804693222046, + 1.0, + 0.994933545589447, + 0.9964508414268494, + 0.9730541706085205, + 1.0, + 1.0, + 1.0, + 0.9976449608802795, + 1.0, + 0.9883644580841064, + 0.9864284992218018, + 0.9958405494689941, + 0.9997751116752625, + 1.0, + 0.9854152798652649, + 1.0, + 1.0, + 1.0, + 0.9987495541572571, + 1.0, + 0.9942469596862793, + 0.9935881495475769, + 1.0, + 0.9979541897773743, + 0.9874475598335266, + 1.0, + 1.0, + 1.0, + 0.9715139865875244, + 1.0, + 1.0, + 0.9919677376747131, + 1.0, + 0.9954673051834106, + 1.0, + 0.9810764193534851, + 1.0, + 1.0, + 0.9960811734199524, + 1.0, + 1.0, + 0.9998756647109985, + 1.0, + 0.9961209297180176, + 0.9807782173156738, + 0.9879295825958252, + 1.0, + 0.990458607673645, + 1.0, + 0.9983991384506226, + 0.9954782724380493, + 1.0, + 0.9958341121673584, + 1.0, + 0.9999356865882874, + 0.9866469502449036, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926124215126038, + 0.9982355833053589, + 0.9967862963676453, + 0.984137773513794, + 1.0, + 1.0, + 1.0, + 0.9950551390647888, + 1.0, + 1.0, + 0.9943585991859436, + 1.0, + 1.0, + 1.0, + 0.9812804460525513, + 1.0, + 1.0, + 0.9973449110984802, + 0.9968054294586182, + 0.9917051792144775, + 1.0, + 0.9947614073753357, + 0.9939724802970886, + 1.0, + 0.9998425841331482, + 1.0, + 0.9810041189193726, + 1.0, + 0.9897318482398987, + 1.0, + 0.9909789562225342, + 0.9869730472564697, + 0.9942751526832581, + 1.0, + 1.0, + 1.0, + 0.9925792813301086, + 1.0, + 0.9997228384017944, + 0.9935300946235657, + 0.9881852865219116, + 0.9959833025932312, + 1.0, + 0.9965398907661438, + 0.9993799924850464, + 0.986195981502533, + 0.9886763691902161, + 0.9968185424804688, + 1.0, + 0.9986008405685425, + 0.9861444234848022, + 1.0, + 1.0, + 1.0, + 0.9881472587585449, + 0.9803720116615295, + 1.0, + 0.9897758960723877, + 0.9988806843757629, + 0.9985592365264893, + 0.9911186695098877, + 0.9894862771034241, + 0.993297815322876, + 1.0, + 1.0, + 0.9872749447822571, + 0.9802685976028442, + 0.9920459985733032, + 0.99541836977005, + 1.0, + 1.0, + 0.9948448538780212, + 0.9985426068305969, + 1.0, + 0.9996769428253174, + 1.0, + 0.9804405570030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984148144721985, + 0.9807887673377991, + 0.99983811378479, + 0.9814779162406921, + 0.998185396194458, + 1.0, + 1.0, + 1.0, + 0.9934698343276978, + 0.9898116588592529, + 1.0, + 1.0, + 0.9990521669387817, + 0.9963632822036743, + 1.0, + 1.0, + 0.9733976125717163, + 0.9885859489440918, + 1.0, + 1.0, + 1.0, + 0.9758955240249634, + 1.0, + 1.0, + 1.0, + 0.9935488104820251, + 0.9840919375419617 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..bdd96f82b4c47ca0ade367ec3c34d98b92f3dbe7 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3855.516845703125, + "strength": 2808.653564453125, + "max_strength": 3376.699951171875, + "final_strength": 3031.199951171875, + "sample_efficiency": 2.376913954549309e-07, + "training_efficiency": 1.521402555226814e-05, + "stability": 0.9943042993545532 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..bdd96f82b4c47ca0ade367ec3c34d98b92f3dbe7 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3855.516845703125, + "strength": 2808.653564453125, + "max_strength": 3376.699951171875, + "final_strength": 3031.199951171875, + "sample_efficiency": 2.376913954549309e-07, + "training_efficiency": 1.521402555226814e-05, + "stability": 0.9943042993545532 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..660dc186433812d8f9f119046ff3cb02b69718e5 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3855.516845703125, + "strength": 2808.653564453125, + "max_strength": 3376.699951171875, + "final_strength": 3031.199951171875, + "sample_efficiency": 2.376913954549309e-07, + "training_efficiency": 1.521402555226814e-05, + "stability": 0.9943042993545532 + }, + "local": { + "mean_returns": [ + 756.25, + 614.0425415039062, + 585.4545288085938, + 566.9473876953125, + 533.0, + 528.2000122070312, + 528.2000122070312, + 533.0, + 528.0, + 534.0, + 549.4000244140625, + 550.4000244140625, + 554.0, + 551.7999877929688, + 533.4000244140625, + 529.4000244140625, + 527.0, + 527.5999755859375, + 532.0, + 536.2000122070312, + 555.0, + 571.2000122070312, + 581.4000244140625, + 594.2000122070312, + 585.4000244140625, + 563.7999877929688, + 552.7999877929688, + 554.7999877929688, + 547.4000244140625, + 551.2000122070312, + 551.5999755859375, + 533.7999877929688, + 543.0, + 540.5999755859375, + 534.5999755859375, + 546.2000122070312, + 543.5999755859375, + 534.0, + 535.7999877929688, + 528.4000244140625, + 529.4000244140625, + 538.2000122070312, + 543.0, + 548.0, + 549.0, + 549.7999877929688, + 554.7999877929688, + 550.7999877929688, + 553.4000244140625, + 544.7999877929688, + 541.4000244140625, + 542.5999755859375, + 545.7999877929688, + 565.2000122070312, + 577.7999877929688, + 590.4000244140625, + 617.2000122070312, + 609.5999755859375, + 614.0, + 632.0, + 595.7999877929688, + 593.2000122070312, + 565.7999877929688, + 557.5999755859375, + 569.5999755859375, + 587.7999877929688, + 607.0, + 606.0, + 637.5999755859375, + 663.4000244140625, + 725.0, + 843.4000244140625, + 924.7999877929688, + 1102.800048828125, + 1299.800048828125, + 1490.800048828125, + 1664.199951171875, + 1734.0, + 1797.199951171875, + 1784.800048828125, + 1811.800048828125, + 1781.4000244140625, + 1872.4000244140625, + 2118.199951171875, + 2367.699951171875, + 2608.89990234375, + 2706.300048828125, + 2756.10009765625, + 2689.0, + 2713.0, + 2723.800048828125, + 2722.800048828125, + 2837.0, + 2904.5, + 2843.10009765625, + 2806.699951171875, + 2821.89990234375, + 2808.0, + 2883.60009765625, + 3071.60009765625, + 3082.60009765625, + 3021.10009765625, + 3032.39990234375, + 2929.89990234375, + 2903.5, + 2969.800048828125, + 2960.699951171875, + 3026.699951171875, + 3141.10009765625, + 3181.39990234375, + 3200.800048828125, + 3101.0, + 2981.199951171875, + 2899.89990234375, + 2881.699951171875, + 3032.10009765625, + 3012.5, + 2997.300048828125, + 3039.800048828125, + 2969.800048828125, + 3073.300048828125, + 3143.800048828125, + 3172.39990234375, + 3288.0, + 3235.10009765625, + 3280.699951171875, + 3185.89990234375, + 3147.10009765625, + 3130.39990234375, + 3074.89990234375, + 3152.699951171875, + 3118.39990234375, + 3159.89990234375, + 3190.60009765625, + 3127.60009765625, + 3148.0, + 3125.5, + 3007.699951171875, + 3057.89990234375, + 3121.699951171875, + 3092.89990234375, + 3195.39990234375, + 3191.800048828125, + 3269.60009765625, + 3269.800048828125, + 3215.800048828125, + 3171.5, + 3204.10009765625, + 3334.300048828125, + 3392.39990234375, + 3422.60009765625, + 3352.60009765625, + 3305.800048828125, + 3264.60009765625, + 3236.39990234375, + 3306.60009765625, + 3229.199951171875, + 3296.39990234375, + 3320.39990234375, + 3250.60009765625, + 3378.199951171875, + 3378.300048828125, + 3321.60009765625, + 3376.699951171875, + 3375.800048828125, + 3351.300048828125, + 3353.5, + 3288.89990234375, + 3244.10009765625, + 3339.89990234375, + 3401.300048828125, + 3406.699951171875, + 3385.800048828125, + 3382.39990234375, + 3348.5, + 3380.699951171875, + 3429.10009765625, + 3307.39990234375, + 3347.699951171875, + 3263.300048828125, + 3338.300048828125, + 3300.5, + 3299.39990234375, + 3238.300048828125, + 3259.699951171875, + 3362.60009765625, + 3318.300048828125, + 3410.39990234375, + 3386.800048828125, + 3331.60009765625, + 3301.89990234375, + 3294.10009765625, + 3314.39990234375, + 3359.5, + 3371.5, + 3419.10009765625, + 3418.699951171875, + 3442.10009765625, + 3514.800048828125, + 3547.199951171875, + 3533.199951171875, + 3498.300048828125, + 3504.0, + 3516.89990234375, + 3528.39990234375, + 3593.60009765625, + 3558.5, + 3558.60009765625, + 3516.89990234375, + 3585.60009765625, + 3625.199951171875, + 3665.800048828125, + 3593.5, + 3592.60009765625, + 3610.5, + 3607.39990234375, + 3590.800048828125, + 3551.89990234375, + 3588.89990234375, + 3549.39990234375, + 3550.300048828125, + 3572.699951171875, + 3615.60009765625, + 3646.800048828125, + 3653.10009765625, + 3605.10009765625, + 3675.39990234375, + 3733.60009765625, + 3711.800048828125, + 3674.0, + 3595.300048828125, + 3622.89990234375, + 3679.89990234375, + 3750.699951171875, + 3708.89990234375, + 3696.199951171875, + 3638.699951171875, + 3577.60009765625, + 3586.0, + 3613.699951171875, + 3653.60009765625, + 3633.5, + 3720.300048828125, + 3714.39990234375, + 3781.699951171875, + 3746.800048828125, + 3688.800048828125, + 3722.0, + 3704.60009765625, + 3676.5, + 3663.300048828125, + 3679.300048828125, + 3673.699951171875, + 3705.39990234375, + 3694.800048828125, + 3687.699951171875, + 3744.699951171875, + 3861.39990234375, + 3879.89990234375, + 3883.300048828125, + 3743.60009765625, + 3780.699951171875, + 3719.800048828125, + 3719.199951171875, + 3658.199951171875, + 3681.10009765625, + 3691.89990234375, + 3771.699951171875, + 3783.699951171875, + 3751.60009765625, + 3767.89990234375, + 3726.199951171875, + 3807.39990234375, + 3843.60009765625, + 3882.199951171875, + 3862.300048828125, + 3797.10009765625, + 3696.5, + 3742.10009765625, + 3764.5, + 3789.800048828125, + 3796.10009765625, + 3808.39990234375, + 3807.5, + 3747.0, + 3743.10009765625, + 3777.5, + 3831.5, + 3827.800048828125, + 3853.39990234375, + 3866.800048828125, + 3915.89990234375, + 3859.300048828125, + 3777.300048828125, + 3693.699951171875, + 3656.10009765625, + 3695.39990234375, + 3708.300048828125, + 3795.5, + 3815.10009765625, + 3871.800048828125, + 3830.199951171875, + 3839.5, + 3836.0, + 3867.199951171875, + 3858.300048828125, + 3828.89990234375, + 3822.699951171875, + 3893.89990234375, + 3864.699951171875, + 3810.39990234375, + 3708.0, + 3720.89990234375, + 3764.699951171875, + 3915.699951171875, + 3919.5, + 3903.10009765625, + 3849.0, + 3862.699951171875, + 3889.800048828125, + 3832.89990234375, + 3876.300048828125, + 3900.699951171875, + 3910.0, + 3879.89990234375, + 3830.699951171875, + 3818.10009765625, + 3803.0, + 3803.800048828125, + 3794.300048828125, + 3769.39990234375, + 3740.0, + 3730.0, + 3797.800048828125, + 3816.800048828125, + 3868.699951171875, + 3877.0, + 3882.89990234375, + 3766.10009765625, + 3794.60009765625, + 3729.60009765625, + 3774.0, + 3811.89990234375, + 3861.39990234375, + 3851.39990234375, + 3794.699951171875, + 3781.60009765625, + 3807.300048828125, + 3920.699951171875, + 3944.199951171875, + 3999.699951171875, + 3895.699951171875, + 3948.10009765625, + 3845.5, + 3837.5, + 3894.0, + 3867.699951171875, + 3857.60009765625, + 3791.60009765625, + 3814.199951171875, + 3835.5, + 3889.199951171875, + 3921.199951171875, + 3911.300048828125, + 3827.800048828125, + 3854.60009765625, + 3863.39990234375, + 3898.10009765625, + 3906.199951171875, + 3907.199951171875, + 3956.10009765625, + 3925.39990234375, + 3895.199951171875, + 3951.89990234375, + 3930.39990234375, + 4001.199951171875, + 3995.699951171875, + 3991.0, + 3932.60009765625, + 3930.39990234375, + 3936.699951171875, + 3966.199951171875, + 3985.800048828125, + 3970.199951171875, + 3953.10009765625, + 3900.199951171875, + 3883.699951171875, + 3904.199951171875, + 3972.60009765625, + 3966.800048828125, + 4000.89990234375, + 3985.60009765625, + 4015.39990234375, + 4017.300048828125, + 3956.199951171875, + 3894.0, + 3833.39990234375, + 3909.10009765625, + 3921.800048828125, + 3983.5, + 3930.89990234375, + 3869.300048828125, + 3927.300048828125, + 3961.89990234375, + 3956.0, + 3927.199951171875, + 3908.0, + 3956.10009765625, + 3963.5, + 4017.300048828125, + 3997.699951171875, + 3945.199951171875, + 3907.89990234375, + 3902.10009765625, + 3936.10009765625, + 3899.39990234375, + 3928.39990234375, + 3893.60009765625, + 3949.10009765625, + 3947.39990234375, + 3970.10009765625, + 3983.39990234375, + 3915.89990234375, + 3936.5, + 3923.5, + 3878.5, + 3829.0, + 3818.0, + 3905.699951171875, + 3877.699951171875, + 3915.199951171875, + 3976.89990234375, + 4032.0, + 3916.39990234375, + 3922.699951171875, + 3949.89990234375, + 3921.89990234375, + 3918.60009765625, + 3875.10009765625, + 3863.199951171875, + 3871.699951171875, + 3920.60009765625, + 3957.89990234375, + 3986.39990234375, + 3990.199951171875, + 3918.300048828125, + 3877.199951171875, + 3852.89990234375, + 3802.5, + 3766.39990234375, + 3851.89990234375, + 3845.39990234375, + 3871.60009765625, + 3797.5, + 3822.10009765625, + 3904.39990234375, + 3899.0, + 3872.89990234375, + 3873.89990234375, + 3850.5, + 3799.60009765625, + 3817.699951171875, + 3803.10009765625, + 3829.89990234375, + 3861.199951171875, + 3935.199951171875, + 3992.5, + 3973.39990234375, + 3979.60009765625, + 3950.199951171875, + 3954.0, + 3959.39990234375, + 3957.0, + 4060.800048828125, + 4058.199951171875, + 4048.60009765625, + 4003.0, + 4030.0, + 4006.39990234375, + 4004.10009765625, + 4001.60009765625, + 4010.0, + 4008.10009765625, + 4031.300048828125, + 4014.800048828125, + 3950.5, + 3941.5, + 4024.300048828125, + 4000.300048828125, + 3967.300048828125, + 3955.0, + 3984.0, + 3935.699951171875, + 3939.199951171875, + 3910.0, + 3940.89990234375, + 3956.699951171875, + 3901.39990234375, + 3930.5, + 3930.699951171875, + 3990.199951171875, + 3986.699951171875, + 3959.699951171875, + 4026.89990234375, + 4000.0, + 4051.300048828125, + 4058.5, + 4094.5, + 3976.5, + 3953.699951171875, + 3899.699951171875, + 3943.0, + 3946.199951171875, + 4005.39990234375, + 3968.39990234375, + 3986.5, + 4037.10009765625, + 4092.800048828125, + 4033.300048828125, + 3978.699951171875, + 3946.699951171875, + 3935.699951171875, + 3918.5, + 3987.39990234375, + 3940.5, + 4019.5, + 3977.5, + 4021.5, + 3906.0, + 3864.5, + 3890.10009765625, + 3917.699951171875, + 3927.89990234375, + 3861.300048828125, + 3927.39990234375, + 3984.0, + 3965.0, + 3931.0, + 3924.5, + 3975.199951171875, + 3965.199951171875, + 4008.699951171875, + 3916.199951171875, + 3877.800048828125, + 3880.60009765625, + 3924.10009765625, + 3984.5, + 3939.5, + 3990.0, + 3950.0, + 3984.5, + 3957.5, + 4014.0, + 3952.0, + 3927.699951171875, + 3848.699951171875, + 3899.699951171875, + 3863.10009765625, + 3905.39990234375, + 3882.0, + 3915.89990234375, + 3937.10009765625, + 3889.699951171875, + 3919.699951171875, + 3952.10009765625, + 3981.60009765625, + 3933.0, + 3966.5, + 3979.5, + 3968.5, + 4028.0, + 3985.0, + 3985.39990234375, + 3937.10009765625, + 3972.89990234375, + 3951.39990234375, + 3914.699951171875, + 3968.199951171875, + 4002.39990234375, + 4054.89990234375, + 4002.39990234375, + 3957.300048828125, + 3951.60009765625, + 3866.60009765625, + 3883.0, + 3993.0, + 4009.5, + 3934.5, + 3877.699951171875, + 3873.699951171875, + 3916.199951171875, + 3945.699951171875, + 3919.199951171875, + 3921.199951171875, + 3953.10009765625, + 3938.10009765625, + 3896.0, + 3891.0, + 3868.5, + 3888.0, + 3871.5, + 3921.5, + 3909.699951171875, + 3878.89990234375, + 3857.699951171875, + 3887.300048828125, + 3878.800048828125, + 3935.0, + 3941.39990234375, + 3927.5, + 3939.5, + 3916.199951171875, + 3919.5, + 3918.300048828125, + 3991.60009765625, + 3971.800048828125, + 4018.199951171875, + 3917.199951171875, + 3897.0, + 3896.0, + 3900.0, + 3867.0, + 3879.5, + 3978.0, + 4023.0, + 4022.0, + 3940.199951171875, + 3929.699951171875, + 3935.89990234375, + 3962.199951171875, + 3949.0, + 3939.89990234375, + 3929.39990234375, + 3898.39990234375, + 3922.0, + 3907.5, + 3960.0, + 3950.5, + 3954.0, + 3893.5, + 3900.699951171875, + 3883.39990234375, + 3918.10009765625, + 3900.89990234375, + 3905.60009765625, + 3942.89990234375, + 3887.199951171875, + 3848.5, + 3785.0, + 3874.0, + 3942.0, + 3911.699951171875, + 3946.199951171875, + 3912.0, + 3861.39990234375, + 3922.60009765625, + 3948.10009765625, + 3929.5, + 3891.0, + 3899.0, + 3930.0, + 3944.5, + 3914.5, + 3901.699951171875, + 3922.699951171875, + 3980.699951171875, + 3951.5, + 3923.0, + 3917.699951171875, + 3886.199951171875, + 3856.89990234375, + 3866.199951171875, + 3869.699951171875, + 3920.5, + 3990.5, + 3975.0, + 3890.0, + 3842.5, + 3833.10009765625, + 3864.60009765625, + 3924.300048828125, + 3929.300048828125, + 3922.5, + 3978.5, + 3969.699951171875, + 3897.10009765625, + 3825.300048828125, + 3821.699951171875, + 3939.0, + 4020.0, + 3963.10009765625, + 3913.10009765625, + 3899.699951171875, + 3836.699951171875, + 3822.699951171875, + 3908.89990234375, + 3934.39990234375, + 3967.5, + 3961.0, + 3968.0, + 3969.0, + 3912.0, + 3914.300048828125, + 3995.800048828125, + 3914.300048828125, + 3863.0, + 3878.0, + 3893.0, + 3884.89990234375, + 3857.89990234375, + 3905.0, + 3904.5, + 3885.5, + 3904.699951171875, + 3945.89990234375, + 3938.199951171875, + 3913.39990234375, + 3934.199951171875, + 3888.0, + 3812.39990234375, + 3836.89990234375, + 3843.10009765625, + 3921.39990234375, + 3931.10009765625, + 3862.89990234375, + 3884.0, + 3940.5, + 3979.5, + 3925.5, + 3915.800048828125, + 3862.300048828125, + 3850.300048828125, + 3910.199951171875, + 3868.699951171875, + 3854.699951171875, + 3824.89990234375, + 3904.89990234375, + 3977.89990234375, + 4028.39990234375, + 3964.800048828125, + 3898.10009765625, + 3850.60009765625, + 3836.699951171875, + 3826.699951171875, + 3911.199951171875, + 3886.0, + 3873.0, + 3882.5, + 3943.0, + 3948.0, + 3928.5, + 3924.300048828125, + 3905.5, + 3932.0, + 3887.10009765625, + 3888.699951171875, + 3927.5, + 3988.0, + 3958.699951171875, + 3933.199951171875, + 3852.199951171875, + 3838.5, + 3848.0, + 3852.5, + 3857.5, + 3799.800048828125, + 3783.800048828125, + 3778.800048828125, + 3860.39990234375, + 3848.39990234375, + 3878.0, + 3845.0, + 3842.5, + 3857.60009765625, + 3884.60009765625, + 3942.0, + 3944.89990234375, + 3928.89990234375, + 3910.199951171875, + 3892.0, + 3789.699951171875, + 3739.199951171875, + 3792.39990234375, + 3844.39990234375, + 3813.89990234375, + 3812.300048828125, + 3855.10009765625, + 3899.0, + 3901.0, + 3888.699951171875, + 3816.199951171875, + 3758.39990234375, + 3792.699951171875, + 3851.5, + 3870.89990234375, + 3818.300048828125, + 3824.800048828125, + 3874.800048828125, + 3906.39990234375, + 3904.0, + 3884.199951171875, + 3900.699951171875, + 3860.39990234375, + 3846.89990234375, + 3844.5, + 3870.5, + 3883.800048828125, + 3876.699951171875, + 3884.0, + 3850.0, + 3874.0, + 3887.0, + 3897.5, + 3837.39990234375, + 3843.699951171875, + 3845.800048828125, + 3836.5, + 3854.199951171875, + 3844.89990234375, + 3855.699951171875, + 3868.0, + 3914.199951171875, + 3941.199951171875, + 3981.199951171875, + 3988.5, + 3986.5, + 3989.5, + 4001.5, + 3967.0, + 3946.0, + 3944.0, + 3974.5, + 3958.0, + 3946.5, + 3859.5, + 3865.0, + 3894.0, + 3902.5, + 3895.0, + 3923.5, + 3886.199951171875, + 3843.199951171875, + 3830.199951171875, + 3829.5, + 3837.5, + 3792.0, + 3844.0, + 3846.699951171875, + 3916.699951171875, + 3912.699951171875, + 3933.5, + 3915.0, + 3894.5, + 3895.0, + 3888.5, + 3848.699951171875, + 3877.699951171875, + 3910.199951171875, + 3929.89990234375, + 3838.39990234375, + 3870.0, + 3892.5, + 3867.0, + 3916.800048828125, + 3902.300048828125, + 3904.300048828125, + 3844.0, + 3845.5, + 3882.0, + 3869.60009765625, + 3892.10009765625, + 3936.10009765625, + 3935.699951171875, + 3940.199951171875, + 3927.699951171875, + 3866.0, + 3828.0, + 3862.0, + 3832.0, + 3841.10009765625, + 3836.10009765625, + 3822.0, + 3838.39990234375, + 3825.39990234375, + 3825.89990234375, + 3825.699951171875, + 3784.199951171875, + 3798.199951171875, + 3804.39990234375, + 3846.39990234375, + 3858.199951171875, + 3835.0, + 3829.5, + 3819.5, + 3770.300048828125, + 3782.300048828125, + 3847.10009765625, + 3872.60009765625, + 3857.0, + 3883.0, + 3908.5, + 3890.5, + 3895.0, + 3905.5, + 3923.0, + 3863.0, + 3913.199951171875, + 3919.199951171875, + 3910.699951171875, + 3900.5, + 3874.10009765625, + 3886.60009765625, + 3870.0, + 3851.0, + 3894.0, + 3893.5, + 3902.699951171875, + 3842.199951171875, + 3853.699951171875, + 3821.5, + 3932.5, + 3903.5, + 3862.0, + 3844.0, + 3933.5, + 3948.0, + 3952.0, + 3928.0, + 3964.5, + 3963.60009765625, + 3942.60009765625, + 3904.5, + 3891.699951171875, + 3954.699951171875, + 3943.5, + 3941.5, + 3897.0, + 3861.0, + 3851.0, + 3934.0, + 3929.5, + 3885.0, + 3908.5, + 3943.0, + 3966.0, + 3927.5, + 3864.5, + 3877.0, + 3844.699951171875, + 3841.199951171875, + 3836.699951171875, + 3809.0, + 3776.5, + 3756.0, + 3804.0, + 3900.5, + 3860.0, + 3798.0, + 3773.5, + 3759.5, + 3803.0, + 3821.5, + 3805.5, + 3801.0, + 3813.5, + 3812.5, + 3836.5, + 3775.5, + 3787.0, + 3811.0, + 3859.0, + 3859.0, + 3872.0, + 3867.0, + 3806.5, + 3806.0, + 3748.800048828125, + 3743.300048828125, + 3746.5, + 3775.5, + 3780.5, + 3760.5, + 3729.5, + 3779.5, + 3883.0, + 3880.0, + 3868.5, + 3890.0, + 3913.0, + 3828.0, + 3792.5, + 3800.0, + 3803.5, + 3850.0, + 3774.5, + 3783.0, + 3788.0, + 3818.0, + 3798.0, + 3749.0 + ], + "strengths": [ + 38.45001220703125, + -103.7574462890625, + -132.345458984375, + -150.85260009765625, + -184.79998779296875, + -189.5999755859375, + -189.5999755859375, + -184.79998779296875, + -189.79998779296875, + -183.79998779296875, + -168.39996337890625, + -167.39996337890625, + -163.79998779296875, + -166.0, + -184.39996337890625, + -188.39996337890625, + -190.79998779296875, + -190.20001220703125, + -185.79998779296875, + -181.5999755859375, + -162.79998779296875, + -146.5999755859375, + -136.39996337890625, + -123.5999755859375, + -132.39996337890625, + -154.0, + -165.0, + -163.0, + -170.39996337890625, + -166.5999755859375, + -166.20001220703125, + -184.0, + -174.79998779296875, + -177.20001220703125, + -183.20001220703125, + -171.5999755859375, + -174.20001220703125, + -183.79998779296875, + -182.0, + -189.39996337890625, + -188.39996337890625, + -179.5999755859375, + -174.79998779296875, + -169.79998779296875, + -168.79998779296875, + -168.0, + -163.0, + -167.0, + -164.39996337890625, + -173.0, + -176.39996337890625, + -175.20001220703125, + -172.0, + -152.5999755859375, + -140.0, + -127.39996337890625, + -100.5999755859375, + -108.20001220703125, + -103.79998779296875, + -85.79998779296875, + -122.0, + -124.5999755859375, + -152.0, + -160.20001220703125, + -148.20001220703125, + -130.0, + -110.79998779296875, + -111.79998779296875, + -80.20001220703125, + -54.39996337890625, + 7.20001220703125, + 125.60003662109375, + 207.0, + 385.00006103515625, + 582.0000610351562, + 773.0000610351562, + 946.3999633789062, + 1016.2000122070312, + 1079.39990234375, + 1067.0, + 1094.0, + 1063.60009765625, + 1154.60009765625, + 1400.39990234375, + 1649.89990234375, + 1891.099853515625, + 1988.5, + 2038.300048828125, + 1971.199951171875, + 1995.199951171875, + 2006.0, + 2005.0, + 2119.199951171875, + 2186.699951171875, + 2125.300048828125, + 2088.89990234375, + 2104.099853515625, + 2090.199951171875, + 2165.800048828125, + 2353.800048828125, + 2364.800048828125, + 2303.300048828125, + 2314.599853515625, + 2212.099853515625, + 2185.699951171875, + 2252.0, + 2242.89990234375, + 2308.89990234375, + 2423.300048828125, + 2463.599853515625, + 2483.0, + 2383.199951171875, + 2263.39990234375, + 2182.099853515625, + 2163.89990234375, + 2314.300048828125, + 2294.699951171875, + 2279.5, + 2322.0, + 2252.0, + 2355.5, + 2426.0, + 2454.599853515625, + 2570.199951171875, + 2517.300048828125, + 2562.89990234375, + 2468.099853515625, + 2429.300048828125, + 2412.599853515625, + 2357.099853515625, + 2434.89990234375, + 2400.599853515625, + 2442.099853515625, + 2472.800048828125, + 2409.800048828125, + 2430.199951171875, + 2407.699951171875, + 2289.89990234375, + 2340.099853515625, + 2403.89990234375, + 2375.099853515625, + 2477.599853515625, + 2474.0, + 2551.800048828125, + 2552.0, + 2498.0, + 2453.699951171875, + 2486.300048828125, + 2616.5, + 2674.599853515625, + 2704.800048828125, + 2634.800048828125, + 2588.0, + 2546.800048828125, + 2518.599853515625, + 2588.800048828125, + 2511.39990234375, + 2578.599853515625, + 2602.599853515625, + 2532.800048828125, + 2660.39990234375, + 2660.5, + 2603.800048828125, + 2658.89990234375, + 2658.0, + 2633.5, + 2635.699951171875, + 2571.099853515625, + 2526.300048828125, + 2622.099853515625, + 2683.5, + 2688.89990234375, + 2668.0, + 2664.599853515625, + 2630.699951171875, + 2662.89990234375, + 2711.300048828125, + 2589.599853515625, + 2629.89990234375, + 2545.5, + 2620.5, + 2582.699951171875, + 2581.599853515625, + 2520.5, + 2541.89990234375, + 2644.800048828125, + 2600.5, + 2692.599853515625, + 2669.0, + 2613.800048828125, + 2584.099853515625, + 2576.300048828125, + 2596.599853515625, + 2641.699951171875, + 2653.699951171875, + 2701.300048828125, + 2700.89990234375, + 2724.300048828125, + 2797.0, + 2829.39990234375, + 2815.39990234375, + 2780.5, + 2786.199951171875, + 2799.099853515625, + 2810.599853515625, + 2875.800048828125, + 2840.699951171875, + 2840.800048828125, + 2799.099853515625, + 2867.800048828125, + 2907.39990234375, + 2948.0, + 2875.699951171875, + 2874.800048828125, + 2892.699951171875, + 2889.599853515625, + 2873.0, + 2834.099853515625, + 2871.099853515625, + 2831.599853515625, + 2832.5, + 2854.89990234375, + 2897.800048828125, + 2929.0, + 2935.300048828125, + 2887.300048828125, + 2957.599853515625, + 3015.800048828125, + 2994.0, + 2956.199951171875, + 2877.5, + 2905.099853515625, + 2962.099853515625, + 3032.89990234375, + 2991.099853515625, + 2978.39990234375, + 2920.89990234375, + 2859.800048828125, + 2868.199951171875, + 2895.89990234375, + 2935.800048828125, + 2915.699951171875, + 3002.5, + 2996.599853515625, + 3063.89990234375, + 3029.0, + 2971.0, + 3004.199951171875, + 2986.800048828125, + 2958.699951171875, + 2945.5, + 2961.5, + 2955.89990234375, + 2987.599853515625, + 2977.0, + 2969.89990234375, + 3026.89990234375, + 3143.599853515625, + 3162.099853515625, + 3165.5, + 3025.800048828125, + 3062.89990234375, + 3002.0, + 3001.39990234375, + 2940.39990234375, + 2963.300048828125, + 2974.099853515625, + 3053.89990234375, + 3065.89990234375, + 3033.800048828125, + 3050.099853515625, + 3008.39990234375, + 3089.599853515625, + 3125.800048828125, + 3164.39990234375, + 3144.5, + 3079.300048828125, + 2978.699951171875, + 3024.300048828125, + 3046.699951171875, + 3072.0, + 3078.300048828125, + 3090.599853515625, + 3089.699951171875, + 3029.199951171875, + 3025.300048828125, + 3059.699951171875, + 3113.699951171875, + 3110.0, + 3135.599853515625, + 3149.0, + 3198.099853515625, + 3141.5, + 3059.5, + 2975.89990234375, + 2938.300048828125, + 2977.599853515625, + 2990.5, + 3077.699951171875, + 3097.300048828125, + 3154.0, + 3112.39990234375, + 3121.699951171875, + 3118.199951171875, + 3149.39990234375, + 3140.5, + 3111.099853515625, + 3104.89990234375, + 3176.099853515625, + 3146.89990234375, + 3092.599853515625, + 2990.199951171875, + 3003.099853515625, + 3046.89990234375, + 3197.89990234375, + 3201.699951171875, + 3185.300048828125, + 3131.199951171875, + 3144.89990234375, + 3172.0, + 3115.099853515625, + 3158.5, + 3182.89990234375, + 3192.199951171875, + 3162.099853515625, + 3112.89990234375, + 3100.300048828125, + 3085.199951171875, + 3086.0, + 3076.5, + 3051.599853515625, + 3022.199951171875, + 3012.199951171875, + 3080.0, + 3099.0, + 3150.89990234375, + 3159.199951171875, + 3165.099853515625, + 3048.300048828125, + 3076.800048828125, + 3011.800048828125, + 3056.199951171875, + 3094.099853515625, + 3143.599853515625, + 3133.599853515625, + 3076.89990234375, + 3063.800048828125, + 3089.5, + 3202.89990234375, + 3226.39990234375, + 3281.89990234375, + 3177.89990234375, + 3230.300048828125, + 3127.699951171875, + 3119.699951171875, + 3176.199951171875, + 3149.89990234375, + 3139.800048828125, + 3073.800048828125, + 3096.39990234375, + 3117.699951171875, + 3171.39990234375, + 3203.39990234375, + 3193.5, + 3110.0, + 3136.800048828125, + 3145.599853515625, + 3180.300048828125, + 3188.39990234375, + 3189.39990234375, + 3238.300048828125, + 3207.599853515625, + 3177.39990234375, + 3234.099853515625, + 3212.599853515625, + 3283.39990234375, + 3277.89990234375, + 3273.199951171875, + 3214.800048828125, + 3212.599853515625, + 3218.89990234375, + 3248.39990234375, + 3268.0, + 3252.39990234375, + 3235.300048828125, + 3182.39990234375, + 3165.89990234375, + 3186.39990234375, + 3254.800048828125, + 3249.0, + 3283.099853515625, + 3267.800048828125, + 3297.599853515625, + 3299.5, + 3238.39990234375, + 3176.199951171875, + 3115.599853515625, + 3191.300048828125, + 3204.0, + 3265.699951171875, + 3213.099853515625, + 3151.5, + 3209.5, + 3244.099853515625, + 3238.199951171875, + 3209.39990234375, + 3190.199951171875, + 3238.300048828125, + 3245.699951171875, + 3299.5, + 3279.89990234375, + 3227.39990234375, + 3190.099853515625, + 3184.300048828125, + 3218.300048828125, + 3181.599853515625, + 3210.599853515625, + 3175.800048828125, + 3231.300048828125, + 3229.599853515625, + 3252.300048828125, + 3265.599853515625, + 3198.099853515625, + 3218.699951171875, + 3205.699951171875, + 3160.699951171875, + 3111.199951171875, + 3100.199951171875, + 3187.89990234375, + 3159.89990234375, + 3197.39990234375, + 3259.099853515625, + 3314.199951171875, + 3198.599853515625, + 3204.89990234375, + 3232.099853515625, + 3204.099853515625, + 3200.800048828125, + 3157.300048828125, + 3145.39990234375, + 3153.89990234375, + 3202.800048828125, + 3240.099853515625, + 3268.599853515625, + 3272.39990234375, + 3200.5, + 3159.39990234375, + 3135.099853515625, + 3084.699951171875, + 3048.599853515625, + 3134.099853515625, + 3127.599853515625, + 3153.800048828125, + 3079.699951171875, + 3104.300048828125, + 3186.599853515625, + 3181.199951171875, + 3155.099853515625, + 3156.099853515625, + 3132.699951171875, + 3081.800048828125, + 3099.89990234375, + 3085.300048828125, + 3112.099853515625, + 3143.39990234375, + 3217.39990234375, + 3274.699951171875, + 3255.599853515625, + 3261.800048828125, + 3232.39990234375, + 3236.199951171875, + 3241.599853515625, + 3239.199951171875, + 3343.0, + 3340.39990234375, + 3330.800048828125, + 3285.199951171875, + 3312.199951171875, + 3288.599853515625, + 3286.300048828125, + 3283.800048828125, + 3292.199951171875, + 3290.300048828125, + 3313.5, + 3297.0, + 3232.699951171875, + 3223.699951171875, + 3306.5, + 3282.5, + 3249.5, + 3237.199951171875, + 3266.199951171875, + 3217.89990234375, + 3221.39990234375, + 3192.199951171875, + 3223.099853515625, + 3238.89990234375, + 3183.599853515625, + 3212.699951171875, + 3212.89990234375, + 3272.39990234375, + 3268.89990234375, + 3241.89990234375, + 3309.099853515625, + 3282.199951171875, + 3333.5, + 3340.699951171875, + 3376.699951171875, + 3258.699951171875, + 3235.89990234375, + 3181.89990234375, + 3225.199951171875, + 3228.39990234375, + 3287.599853515625, + 3250.599853515625, + 3268.699951171875, + 3319.300048828125, + 3375.0, + 3315.5, + 3260.89990234375, + 3228.89990234375, + 3217.89990234375, + 3200.699951171875, + 3269.599853515625, + 3222.699951171875, + 3301.699951171875, + 3259.699951171875, + 3303.699951171875, + 3188.199951171875, + 3146.699951171875, + 3172.300048828125, + 3199.89990234375, + 3210.099853515625, + 3143.5, + 3209.599853515625, + 3266.199951171875, + 3247.199951171875, + 3213.199951171875, + 3206.699951171875, + 3257.39990234375, + 3247.39990234375, + 3290.89990234375, + 3198.39990234375, + 3160.0, + 3162.800048828125, + 3206.300048828125, + 3266.699951171875, + 3221.699951171875, + 3272.199951171875, + 3232.199951171875, + 3266.699951171875, + 3239.699951171875, + 3296.199951171875, + 3234.199951171875, + 3209.89990234375, + 3130.89990234375, + 3181.89990234375, + 3145.300048828125, + 3187.599853515625, + 3164.199951171875, + 3198.099853515625, + 3219.300048828125, + 3171.89990234375, + 3201.89990234375, + 3234.300048828125, + 3263.800048828125, + 3215.199951171875, + 3248.699951171875, + 3261.699951171875, + 3250.699951171875, + 3310.199951171875, + 3267.199951171875, + 3267.599853515625, + 3219.300048828125, + 3255.099853515625, + 3233.599853515625, + 3196.89990234375, + 3250.39990234375, + 3284.599853515625, + 3337.099853515625, + 3284.599853515625, + 3239.5, + 3233.800048828125, + 3148.800048828125, + 3165.199951171875, + 3275.199951171875, + 3291.699951171875, + 3216.699951171875, + 3159.89990234375, + 3155.89990234375, + 3198.39990234375, + 3227.89990234375, + 3201.39990234375, + 3203.39990234375, + 3235.300048828125, + 3220.300048828125, + 3178.199951171875, + 3173.199951171875, + 3150.699951171875, + 3170.199951171875, + 3153.699951171875, + 3203.699951171875, + 3191.89990234375, + 3161.099853515625, + 3139.89990234375, + 3169.5, + 3161.0, + 3217.199951171875, + 3223.599853515625, + 3209.699951171875, + 3221.699951171875, + 3198.39990234375, + 3201.699951171875, + 3200.5, + 3273.800048828125, + 3254.0, + 3300.39990234375, + 3199.39990234375, + 3179.199951171875, + 3178.199951171875, + 3182.199951171875, + 3149.199951171875, + 3161.699951171875, + 3260.199951171875, + 3305.199951171875, + 3304.199951171875, + 3222.39990234375, + 3211.89990234375, + 3218.099853515625, + 3244.39990234375, + 3231.199951171875, + 3222.099853515625, + 3211.599853515625, + 3180.599853515625, + 3204.199951171875, + 3189.699951171875, + 3242.199951171875, + 3232.699951171875, + 3236.199951171875, + 3175.699951171875, + 3182.89990234375, + 3165.599853515625, + 3200.300048828125, + 3183.099853515625, + 3187.800048828125, + 3225.099853515625, + 3169.39990234375, + 3130.699951171875, + 3067.199951171875, + 3156.199951171875, + 3224.199951171875, + 3193.89990234375, + 3228.39990234375, + 3194.199951171875, + 3143.599853515625, + 3204.800048828125, + 3230.300048828125, + 3211.699951171875, + 3173.199951171875, + 3181.199951171875, + 3212.199951171875, + 3226.699951171875, + 3196.699951171875, + 3183.89990234375, + 3204.89990234375, + 3262.89990234375, + 3233.699951171875, + 3205.199951171875, + 3199.89990234375, + 3168.39990234375, + 3139.099853515625, + 3148.39990234375, + 3151.89990234375, + 3202.699951171875, + 3272.699951171875, + 3257.199951171875, + 3172.199951171875, + 3124.699951171875, + 3115.300048828125, + 3146.800048828125, + 3206.5, + 3211.5, + 3204.699951171875, + 3260.699951171875, + 3251.89990234375, + 3179.300048828125, + 3107.5, + 3103.89990234375, + 3221.199951171875, + 3302.199951171875, + 3245.300048828125, + 3195.300048828125, + 3181.89990234375, + 3118.89990234375, + 3104.89990234375, + 3191.099853515625, + 3216.599853515625, + 3249.699951171875, + 3243.199951171875, + 3250.199951171875, + 3251.199951171875, + 3194.199951171875, + 3196.5, + 3278.0, + 3196.5, + 3145.199951171875, + 3160.199951171875, + 3175.199951171875, + 3167.099853515625, + 3140.099853515625, + 3187.199951171875, + 3186.699951171875, + 3167.699951171875, + 3186.89990234375, + 3228.099853515625, + 3220.39990234375, + 3195.599853515625, + 3216.39990234375, + 3170.199951171875, + 3094.599853515625, + 3119.099853515625, + 3125.300048828125, + 3203.599853515625, + 3213.300048828125, + 3145.099853515625, + 3166.199951171875, + 3222.699951171875, + 3261.699951171875, + 3207.699951171875, + 3198.0, + 3144.5, + 3132.5, + 3192.39990234375, + 3150.89990234375, + 3136.89990234375, + 3107.099853515625, + 3187.099853515625, + 3260.099853515625, + 3310.599853515625, + 3247.0, + 3180.300048828125, + 3132.800048828125, + 3118.89990234375, + 3108.89990234375, + 3193.39990234375, + 3168.199951171875, + 3155.199951171875, + 3164.699951171875, + 3225.199951171875, + 3230.199951171875, + 3210.699951171875, + 3206.5, + 3187.699951171875, + 3214.199951171875, + 3169.300048828125, + 3170.89990234375, + 3209.699951171875, + 3270.199951171875, + 3240.89990234375, + 3215.39990234375, + 3134.39990234375, + 3120.699951171875, + 3130.199951171875, + 3134.699951171875, + 3139.699951171875, + 3082.0, + 3066.0, + 3061.0, + 3142.599853515625, + 3130.599853515625, + 3160.199951171875, + 3127.199951171875, + 3124.699951171875, + 3139.800048828125, + 3166.800048828125, + 3224.199951171875, + 3227.099853515625, + 3211.099853515625, + 3192.39990234375, + 3174.199951171875, + 3071.89990234375, + 3021.39990234375, + 3074.599853515625, + 3126.599853515625, + 3096.099853515625, + 3094.5, + 3137.300048828125, + 3181.199951171875, + 3183.199951171875, + 3170.89990234375, + 3098.39990234375, + 3040.599853515625, + 3074.89990234375, + 3133.699951171875, + 3153.099853515625, + 3100.5, + 3107.0, + 3157.0, + 3188.599853515625, + 3186.199951171875, + 3166.39990234375, + 3182.89990234375, + 3142.599853515625, + 3129.099853515625, + 3126.699951171875, + 3152.699951171875, + 3166.0, + 3158.89990234375, + 3166.199951171875, + 3132.199951171875, + 3156.199951171875, + 3169.199951171875, + 3179.699951171875, + 3119.599853515625, + 3125.89990234375, + 3128.0, + 3118.699951171875, + 3136.39990234375, + 3127.099853515625, + 3137.89990234375, + 3150.199951171875, + 3196.39990234375, + 3223.39990234375, + 3263.39990234375, + 3270.699951171875, + 3268.699951171875, + 3271.699951171875, + 3283.699951171875, + 3249.199951171875, + 3228.199951171875, + 3226.199951171875, + 3256.699951171875, + 3240.199951171875, + 3228.699951171875, + 3141.699951171875, + 3147.199951171875, + 3176.199951171875, + 3184.699951171875, + 3177.199951171875, + 3205.699951171875, + 3168.39990234375, + 3125.39990234375, + 3112.39990234375, + 3111.699951171875, + 3119.699951171875, + 3074.199951171875, + 3126.199951171875, + 3128.89990234375, + 3198.89990234375, + 3194.89990234375, + 3215.699951171875, + 3197.199951171875, + 3176.699951171875, + 3177.199951171875, + 3170.699951171875, + 3130.89990234375, + 3159.89990234375, + 3192.39990234375, + 3212.099853515625, + 3120.599853515625, + 3152.199951171875, + 3174.699951171875, + 3149.199951171875, + 3199.0, + 3184.5, + 3186.5, + 3126.199951171875, + 3127.699951171875, + 3164.199951171875, + 3151.800048828125, + 3174.300048828125, + 3218.300048828125, + 3217.89990234375, + 3222.39990234375, + 3209.89990234375, + 3148.199951171875, + 3110.199951171875, + 3144.199951171875, + 3114.199951171875, + 3123.300048828125, + 3118.300048828125, + 3104.199951171875, + 3120.599853515625, + 3107.599853515625, + 3108.099853515625, + 3107.89990234375, + 3066.39990234375, + 3080.39990234375, + 3086.599853515625, + 3128.599853515625, + 3140.39990234375, + 3117.199951171875, + 3111.699951171875, + 3101.699951171875, + 3052.5, + 3064.5, + 3129.300048828125, + 3154.800048828125, + 3139.199951171875, + 3165.199951171875, + 3190.699951171875, + 3172.699951171875, + 3177.199951171875, + 3187.699951171875, + 3205.199951171875, + 3145.199951171875, + 3195.39990234375, + 3201.39990234375, + 3192.89990234375, + 3182.699951171875, + 3156.300048828125, + 3168.800048828125, + 3152.199951171875, + 3133.199951171875, + 3176.199951171875, + 3175.699951171875, + 3184.89990234375, + 3124.39990234375, + 3135.89990234375, + 3103.699951171875, + 3214.699951171875, + 3185.699951171875, + 3144.199951171875, + 3126.199951171875, + 3215.699951171875, + 3230.199951171875, + 3234.199951171875, + 3210.199951171875, + 3246.699951171875, + 3245.800048828125, + 3224.800048828125, + 3186.699951171875, + 3173.89990234375, + 3236.89990234375, + 3225.699951171875, + 3223.699951171875, + 3179.199951171875, + 3143.199951171875, + 3133.199951171875, + 3216.199951171875, + 3211.699951171875, + 3167.199951171875, + 3190.699951171875, + 3225.199951171875, + 3248.199951171875, + 3209.699951171875, + 3146.699951171875, + 3159.199951171875, + 3126.89990234375, + 3123.39990234375, + 3118.89990234375, + 3091.199951171875, + 3058.699951171875, + 3038.199951171875, + 3086.199951171875, + 3182.699951171875, + 3142.199951171875, + 3080.199951171875, + 3055.699951171875, + 3041.699951171875, + 3085.199951171875, + 3103.699951171875, + 3087.699951171875, + 3083.199951171875, + 3095.699951171875, + 3094.699951171875, + 3118.699951171875, + 3057.699951171875, + 3069.199951171875, + 3093.199951171875, + 3141.199951171875, + 3141.199951171875, + 3154.199951171875, + 3149.199951171875, + 3088.699951171875, + 3088.199951171875, + 3031.0, + 3025.5, + 3028.699951171875, + 3057.699951171875, + 3062.699951171875, + 3042.699951171875, + 3011.699951171875, + 3061.699951171875, + 3165.199951171875, + 3162.199951171875, + 3150.699951171875, + 3172.199951171875, + 3195.199951171875, + 3110.199951171875, + 3074.699951171875, + 3082.199951171875, + 3085.699951171875, + 3132.199951171875, + 3056.699951171875, + 3065.199951171875, + 3070.199951171875, + 3100.199951171875, + 3080.199951171875, + 3031.199951171875 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 2.056230187008623e-05, + 2.911359661084134e-05, + 2.733300243562553e-05, + 2.4791985197225586e-05, + 2.266091905767098e-05, + 2.092072281811852e-05, + 1.9502567738527432e-05, + 1.8265140170115046e-05, + 1.7232352547580376e-05, + 1.6396012142649852e-05, + 1.5648965927539393e-05, + 1.4987561371526681e-05, + 1.437805167370243e-05, + 1.3765369658358395e-05, + 1.3201112778915558e-05, + 1.2683939530688804e-05, + 1.2214848538860679e-05, + 1.1794959391409066e-05, + 1.1416175766498782e-05, + 1.1099463335995097e-05, + 1.083010920410743e-05, + 1.0591366844892036e-05, + 1.038387472362956e-05, + 1.0170407222176436e-05, + 9.933642104442697e-06, + 9.69338452705415e-06, + 9.468713869864587e-06, + 9.246271474694367e-06, + 9.040119948622305e-06, + 8.844690455589443e-06, + 8.63948753249133e-06, + 8.454612725472543e-06, + 8.276354492409155e-06, + 8.10106848803116e-06, + 7.944530807435513e-06, + 7.792587894073222e-06, + 7.63942898629466e-06, + 7.494545116060181e-06, + 7.350450687226839e-06, + 7.213433946162695e-06, + 7.08824654793716e-06, + 6.9711181822640356e-06, + 6.861494966869941e-06, + 6.756327366019832e-06, + 6.655222023255192e-06, + 6.560331712535117e-06, + 6.466219019785058e-06, + 6.376496457960457e-06, + 6.285073595790891e-06, + 6.194887191668386e-06, + 6.1081968851794954e-06, + 6.025737548043253e-06, + 5.954634616500698e-06, + 5.890982265555067e-06, + 5.8342889133200515e-06, + 5.7902784647012595e-06, + 5.743643669120502e-06, + 5.6995818340510596e-06, + 5.6636263252585195e-06, + 5.613248958979966e-06, + 5.562749720411375e-06, + 5.502457497641444e-06, + 5.440470431494759e-06, + 5.384493761084741e-06, + 5.3364078667073045e-06, + 5.29612043465022e-06, + 5.256086296867579e-06, + 5.227721430856036e-06, + 5.208616585150594e-06, + 5.211147708905628e-06, + 5.256076747173211e-06, + 5.3328508329286706e-06, + 5.4847246246936265e-06, + 5.738754680351121e-06, + 6.130024303274695e-06, + 6.716848474752624e-06, + 7.53196763980668e-06, + 8.719388461031485e-06, + 1.0441068297950551e-05, + 1.3290179595060181e-05, + 1.848473220888991e-05, + 3.363494397490285e-05, + -0.0005105345044285059, + -2.347176632611081e-05, + -1.0618551641528029e-05, + -6.4495429796807e-06, + -4.428662123245886e-06, + -3.2912635106185917e-06, + -2.5352082957397215e-06, + -2.0001093616883736e-06, + -1.604070689609216e-06, + -1.284142285840062e-06, + -1.0265845276080654e-06, + -8.262680921689025e-07, + -6.646894235018408e-07, + -5.287902240525e-07, + -4.1454248389527493e-07, + -3.134082646738534e-07, + -2.1933502125648374e-07, + -1.38146447170584e-07, + -6.950068609512527e-08, + -9.065836081845191e-09, + 4.1985071419503583e-08, + 8.696039799360733e-08, + 1.2844196817241027e-07, + 1.655399728406337e-07, + 1.999328986812543e-07, + 2.3245027591656253e-07, + 2.6225279725622386e-07, + 2.893984287766216e-07, + 3.130523964500753e-07, + 3.335784697355848e-07, + 3.517593256674445e-07, + 3.683813076804654e-07, + 3.847680147828214e-07, + 3.99741281853494e-07, + 4.134774371777894e-07, + 4.264135782250378e-07, + 4.3803220250993036e-07, + 4.492957543789089e-07, + 4.6003685838513775e-07, + 4.700986551142705e-07, + 4.798473014488991e-07, + 4.886845772489323e-07, + 4.970208919985453e-07, + 5.044688009547826e-07, + 5.112842700327747e-07, + 5.175840556148614e-07, + 5.233191586739849e-07, + 5.288403031045164e-07, + 5.339123276826285e-07, + 5.387206556406454e-07, + 5.432554530671041e-07, + 5.473727355820301e-07, + 5.512424081643985e-07, + 5.548149033529626e-07, + 5.579839239544526e-07, + 5.610049242932291e-07, + 5.638958100462332e-07, + 5.665542630595155e-07, + 5.691322826351097e-07, + 5.715215820600861e-07, + 5.738056074733322e-07, + 5.75919045786577e-07, + 5.778315426141489e-07, + 5.795669153485505e-07, + 5.811889423057437e-07, + 5.82758616474166e-07, + 5.842290988766763e-07, + 5.855878271177062e-07, + 5.867939307790948e-07, + 5.87870772505994e-07, + 5.88830857850553e-07, + 5.896876018596231e-07, + 5.904777822252072e-07, + 5.911613243370084e-07, + 5.91782622905157e-07, + 5.923322987655411e-07, + 5.927960273766075e-07, + 5.932121212026686e-07, + 5.935606850471231e-07, + 5.938392746429599e-07, + 5.940631808698527e-07, + 5.942295615568582e-07, + 5.943404062236368e-07, + 5.944001486568595e-07, + 5.944109489064431e-07, + 5.943772976024775e-07, + 5.942985694673553e-07, + 5.941756171523593e-07, + 5.940119649494591e-07, + 5.938115350545559e-07, + 5.935752369623515e-07, + 5.93307959206868e-07, + 5.930046995672456e-07, + 5.926644348619448e-07, + 5.92310698266374e-07, + 5.91923537740513e-07, + 5.915230190112197e-07, + 5.910853815294104e-07, + 5.906304068048485e-07, + 5.901529789298365e-07, + 5.896657171433617e-07, + 5.89153898999939e-07, + 5.886013809686119e-07, + 5.880395406165917e-07, + 5.874396720173536e-07, + 5.868280936738302e-07, + 5.862131615685939e-07, + 5.85589930324204e-07, + 5.849540229974082e-07, + 5.842991868121317e-07, + 5.836196805830696e-07, + 5.829244855704019e-07, + 5.822047910442052e-07, + 5.814738983644929e-07, + 5.807259526591224e-07, + 5.799479367851745e-07, + 5.791514468000969e-07, + 5.783500114375784e-07, + 5.775502245342068e-07, + 5.767408879364666e-07, + 5.759202394983731e-07, + 5.750891887146281e-07, + 5.742322173318826e-07, + 5.733797934226459e-07, + 5.725215146412665e-07, + 5.716705118175014e-07, + 5.70793474707898e-07, + 5.698998393199872e-07, + 5.68989662497188e-07, + 5.680980734723562e-07, + 5.672031306858116e-07, + 5.662993203259248e-07, + 5.653934067595401e-07, + 5.644898806167475e-07, + 5.635959041683236e-07, + 5.626877168651845e-07, + 5.617897613774403e-07, + 5.608893616226851e-07, + 5.599799806077499e-07, + 5.590553087131411e-07, + 5.581195523518545e-07, + 5.571808401327871e-07, + 5.562566798289481e-07, + 5.553093842536327e-07, + 5.543432166632556e-07, + 5.533842113436549e-07, + 5.524373136722716e-07, + 5.515155407920247e-07, + 5.505848434950167e-07, + 5.496361268342298e-07, + 5.486653549269249e-07, + 5.477088507177541e-07, + 5.467572350426053e-07, + 5.458246619127749e-07, + 5.449121545098023e-07, + 5.439974302134942e-07, + 5.43074577308289e-07, + 5.421399578153796e-07, + 5.412128416537598e-07, + 5.402594069892075e-07, + 5.393094397732057e-07, + 5.383399752645346e-07, + 5.373835278987826e-07, + 5.364471462598885e-07, + 5.355021244213276e-07, + 5.34564321696962e-07, + 5.336372623787611e-07, + 5.32716001089284e-07, + 5.317916134117695e-07, + 5.308708068696433e-07, + 5.299420990922954e-07, + 5.290187914397393e-07, + 5.280997470435977e-07, + 5.271653549243638e-07, + 5.261977094050962e-07, + 5.252273922451423e-07, + 5.242591782916861e-07, + 5.233364959167375e-07, + 5.224050028118654e-07, + 5.214945986153907e-07, + 5.205868092161836e-07, + 5.196997108214418e-07, + 5.188080081097723e-07, + 5.179153390599822e-07, + 5.170012968847004e-07, + 5.160865157449734e-07, + 5.151840696271393e-07, + 5.142794634593884e-07, + 5.133899207976356e-07, + 5.124791755406477e-07, + 5.115608701089513e-07, + 5.106344929117768e-07, + 5.097172106616199e-07, + 5.08821983657981e-07, + 5.079587026557419e-07, + 5.070848487775947e-07, + 5.062073000772216e-07, + 5.053253175901773e-07, + 5.044444719715102e-07, + 5.035630579186545e-07, + 5.026849976275116e-07, + 5.018269462198077e-07, + 5.009727601645864e-07, + 5.00111639212264e-07, + 4.992382969248865e-07, + 4.983691610505048e-07, + 4.97495932449965e-07, + 4.966222491020744e-07, + 4.957382202519511e-07, + 4.948731771037274e-07, + 4.940336566505721e-07, + 4.932197157359042e-07, + 4.924184509036422e-07, + 4.916089437756455e-07, + 4.907985839963658e-07, + 4.899673626823642e-07, + 4.891337539447704e-07, + 4.882879807155405e-07, + 4.874564183410257e-07, + 4.866254244006996e-07, + 4.857984094996937e-07, + 4.849661650041526e-07, + 4.841393206334033e-07, + 4.833232765122375e-07, + 4.825117798645806e-07, + 4.81684651276737e-07, + 4.808683229384769e-07, + 4.800689339390374e-07, + 4.792986487700546e-07, + 4.785275109497888e-07, + 4.77747846616694e-07, + 4.769324846165546e-07, + 4.761193110880413e-07, + 4.753134135171422e-07, + 4.7452422791138815e-07, + 4.737344738714455e-07, + 4.729409113224392e-07, + 4.7216443022080057e-07, + 4.713800763056497e-07, + 4.7059265284588037e-07, + 4.6980591150713735e-07, + 4.69029515670627e-07, + 4.682680412315676e-07, + 4.675123363995226e-07, + 4.6676299803039e-07, + 4.66016075506559e-07, + 4.6527406993845943e-07, + 4.6454053403977014e-07, + 4.638165762571589e-07, + 4.630973649000225e-07, + 4.6236442585723125e-07, + 4.6162955413819873e-07, + 4.6088510430308816e-07, + 4.6014145027584163e-07, + 4.5939913206893834e-07, + 4.5868671350035584e-07, + 4.579701453621965e-07, + 4.572710281536274e-07, + 4.565640097098367e-07, + 4.5585065322484297e-07, + 4.551284575882164e-07, + 4.544111789073213e-07, + 4.5370936163635633e-07, + 4.5301294449018314e-07, + 4.523130883171689e-07, + 4.515901537160971e-07, + 4.5086468958288606e-07, + 4.5012964733359695e-07, + 4.4942061094843666e-07, + 4.4870256488138693e-07, + 4.4800987097914913e-07, + 4.4732141191161645e-07, + 4.466229768240737e-07, + 4.4593284087568463e-07, + 4.4524736608764215e-07, + 4.4457863168645417e-07, + 4.439072824879986e-07, + 4.4323363113107916e-07, + 4.425507995620137e-07, + 4.4186359104969597e-07, + 4.4118098685430596e-07, + 4.405186189160304e-07, + 4.398528403726232e-07, + 4.391875449982763e-07, + 4.3851727582477906e-07, + 4.3784777403743647e-07, + 4.3718046072172e-07, + 4.365053598576196e-07, + 4.3583915498857095e-07, + 4.3518159031918913e-07, + 4.3451473175082356e-07, + 4.338546943927213e-07, + 4.3318263465152995e-07, + 4.3251426973256457e-07, + 4.318493722621497e-07, + 4.3119868564645003e-07, + 4.3055081277998397e-07, + 4.2990401993847627e-07, + 4.2925367438328976e-07, + 4.28601794055794e-07, + 4.2795539911821834e-07, + 4.273147453659476e-07, + 4.2668679611779226e-07, + 4.260642754161381e-07, + 4.2543987888166157e-07, + 4.248043126153789e-07, + 4.2417215695422783e-07, + 4.235357380366622e-07, + 4.2290457713534124e-07, + 4.222700056288886e-07, + 4.216373952203867e-07, + 4.2101879671463394e-07, + 4.204141248465021e-07, + 4.198229817120591e-07, + 4.192194751340139e-07, + 4.1861562749545556e-07, + 4.180023438493663e-07, + 4.1740102574294724e-07, + 4.1681323637021706e-07, + 4.162166646892729e-07, + 4.156157160650764e-07, + 4.150179790940456e-07, + 4.1442760334575723e-07, + 4.1384271298738895e-07, + 4.132510298404668e-07, + 4.126600572362804e-07, + 4.120613823488384e-07, + 4.1146839180328243e-07, + 4.108869120500458e-07, + 4.1031404407476657e-07, + 4.0974416037897754e-07, + 4.091700702701928e-07, + 4.086044214091089e-07, + 4.080354756297311e-07, + 4.0747457319412206e-07, + 4.069057695232914e-07, + 4.0633915432408685e-07, + 4.057704927618033e-07, + 4.052014617172972e-07, + 4.0464604467160825e-07, + 4.0408889390164404e-07, + 4.035358358578378e-07, + 4.0299229908669076e-07, + 4.024589372875198e-07, + 4.019290713586088e-07, + 4.0138593249139376e-07, + 4.008493021956383e-07, + 4.003080391612457e-07, + 3.997581075054768e-07, + 3.99200786205256e-07, + 3.986646675002703e-07, + 3.9812925933802035e-07, + 3.975910374265368e-07, + 3.9705918197796564e-07, + 3.965295718444395e-07, + 3.960088008625462e-07, + 3.9549163943775056e-07, + 3.949746485432115e-07, + 3.944512627640506e-07, + 3.93923471619928e-07, + 3.9339280988315295e-07, + 3.9286325659304566e-07, + 3.9234703308466123e-07, + 3.9183896660688333e-07, + 3.9133635709731607e-07, + 3.90843268860408e-07, + 3.9035734289427637e-07, + 3.8985928085821797e-07, + 3.8936371993258945e-07, + 3.888655442096933e-07, + 3.883804708948446e-07, + 3.8789298173469433e-07, + 3.8739401020393416e-07, + 3.868973976750567e-07, + 3.864063558012276e-07, + 3.8591664974774176e-07, + 3.854320027585345e-07, + 3.84956649668311e-07, + 3.8447984707090654e-07, + 3.840066824523092e-07, + 3.8353073250618763e-07, + 3.830514287983533e-07, + 3.825623196007655e-07, + 3.8206601971069176e-07, + 3.8157421045070805e-07, + 3.8108296962491295e-07, + 3.8059772577980766e-07, + 3.801133345859853e-07, + 3.796296823566081e-07, + 3.7914782069492503e-07, + 3.786521460824588e-07, + 3.7815843256794324e-07, + 3.7766776017633674e-07, + 3.7718533008046506e-07, + 3.7670042729587294e-07, + 3.7622049831043114e-07, + 3.7574244515781174e-07, + 3.752662394163053e-07, + 3.7479026104847435e-07, + 3.7431604482662806e-07, + 3.738399811936688e-07, + 3.733677260697732e-07, + 3.729061006652046e-07, + 3.72447118479613e-07, + 3.719777907917887e-07, + 3.7151329479456763e-07, + 3.710548526214552e-07, + 3.7059953683638014e-07, + 3.701414641454903e-07, + 3.69691548485207e-07, + 3.692424570544972e-07, + 3.687987089051603e-07, + 3.683519480546238e-07, + 3.6790430613109493e-07, + 3.674655886243272e-07, + 3.6702411421174475e-07, + 3.665838903543772e-07, + 3.661368452867464e-07, + 3.656916192085191e-07, + 3.652513385077327e-07, + 3.64803241836853e-07, + 3.6436011896512355e-07, + 3.6391139701663633e-07, + 3.634631298155e-07, + 3.6301139516581316e-07, + 3.62576741963494e-07, + 3.621463804392988e-07, + 3.6172443174109503e-07, + 3.6129790714767296e-07, + 3.608721499404055e-07, + 3.6043985573996906e-07, + 3.6001367220706015e-07, + 3.595863233840646e-07, + 3.5915365970140556e-07, + 3.5871502745976613e-07, + 3.5828540490001615e-07, + 3.5786410990112927e-07, + 3.5744810134019644e-07, + 3.570346791548218e-07, + 3.566245823094505e-07, + 3.562068400242424e-07, + 3.5579623158810136e-07, + 3.553767271569086e-07, + 3.5496375971888483e-07, + 3.545464153376088e-07, + 3.541447597399383e-07, + 3.537494137617614e-07, + 3.5335190773366776e-07, + 3.52952014281982e-07, + 3.525519218783302e-07, + 3.521612086387904e-07, + 3.517632762850553e-07, + 3.5135946063746815e-07, + 3.509591124384315e-07, + 3.5056402225563943e-07, + 3.5017077948396036e-07, + 3.4977244922629325e-07, + 3.4937639270538057e-07, + 3.489761581931816e-07, + 3.4858823028116603e-07, + 3.482059582893271e-07, + 3.478243684185145e-07, + 3.4743851529128733e-07, + 3.470464378096949e-07, + 3.466608120561432e-07, + 3.462701840817317e-07, + 3.4588538255775347e-07, + 3.4549751148915675e-07, + 3.4511387525526516e-07, + 3.4472461152290634e-07, + 3.443437321948295e-07, + 3.439667182192352e-07, + 3.435999076373264e-07, + 3.432280664128484e-07, + 3.4286145478290564e-07, + 3.4249083569193317e-07, + 3.421238545797678e-07, + 3.417538891881122e-07, + 3.413824742892757e-07, + 3.410174258533516e-07, + 3.4064990472870704e-07, + 3.4027962669824774e-07, + 3.3990693282248685e-07, + 3.395407475181855e-07, + 3.3917172004294116e-07, + 3.388021525552176e-07, + 3.384348303825391e-07, + 3.3806173860284616e-07, + 3.376945016952959e-07, + 3.3732817428244743e-07, + 3.369682417542208e-07, + 3.366051828379568e-07, + 3.362454776834056e-07, + 3.3589074632800475e-07, + 3.3553101275174413e-07, + 3.3516843700454046e-07, + 3.3480102956673363e-07, + 3.3444038649577124e-07, + 3.340855982969515e-07, + 3.33732344870441e-07, + 3.333892379941972e-07, + 3.3304513635812327e-07, + 3.326900070987904e-07, + 3.323339683447557e-07, + 3.319869676943199e-07, + 3.316469019409851e-07, + 3.313081151645747e-07, + 3.309656051442289e-07, + 3.3062079296541924e-07, + 3.302796471871261e-07, + 3.2993912668644043e-07, + 3.295961050753249e-07, + 3.292554993095109e-07, + 3.289201515599416e-07, + 3.285861396307155e-07, + 3.2825528251123615e-07, + 3.279231748365419e-07, + 3.275935682722775e-07, + 3.2725952792134194e-07, + 3.269275623551948e-07, + 3.2659957582836796e-07, + 3.2627451673761243e-07, + 3.259472123318119e-07, + 3.2562155638515833e-07, + 3.252908697959356e-07, + 3.249603537369694e-07, + 3.246320545713388e-07, + 3.2430330065835733e-07, + 3.2397772997683205e-07, + 3.2365258562094823e-07, + 3.233283507597662e-07, + 3.2299749364028685e-07, + 3.2266947869175056e-07, + 3.223375699690223e-07, + 3.2201660360442474e-07, + 3.2169842256735137e-07, + 3.213810657598515e-07, + 3.2106405001286475e-07, + 3.207510417269077e-07, + 3.2043752185018093e-07, + 3.201149922915647e-07, + 3.197888247541414e-07, + 3.194635382897104e-07, + 3.191470909769123e-07, + 3.188324342318083e-07, + 3.1851791959525144e-07, + 3.1820158596929105e-07, + 3.178872418629908e-07, + 3.1757454621583747e-07, + 3.172635842929594e-07, + 3.169563740357262e-07, + 3.1664757216276485e-07, + 3.1634087349630136e-07, + 3.1602985473000444e-07, + 3.1572045600114507e-07, + 3.1541148359792714e-07, + 3.151089629227499e-07, + 3.1480647066928213e-07, + 3.1450630899598764e-07, + 3.1420353252542554e-07, + 3.139030297916179e-07, + 3.1360283969661396e-07, + 3.1329977900895756e-07, + 3.130026584585721e-07, + 3.1270980116460123e-07, + 3.1242350928550877e-07, + 3.1212948670145124e-07, + 3.118298366189265e-07, + 3.1153373925008054e-07, + 3.1123508392738586e-07, + 3.109402655354643e-07, + 3.1065073358149675e-07, + 3.1035625625008834e-07, + 3.100601020378235e-07, + 3.0976630682744144e-07, + 3.094766896083456e-07, + 3.091869871241215e-07, + 3.0889509616827127e-07, + 3.086025230913947e-07, + 3.0831336061964976e-07, + 3.0802598871559894e-07, + 3.077373946780426e-07, + 3.07444224745268e-07, + 3.071543233090779e-07, + 3.0686760510434397e-07, + 3.0658202376798727e-07, + 3.0629988145847165e-07, + 3.0602092238041223e-07, + 3.0574173592867737e-07, + 3.054628336940368e-07, + 3.051800376852043e-07, + 3.048917278647423e-07, + 3.046054075639404e-07, + 3.0432718745032616e-07, + 3.0405374218389625e-07, + 3.037816895812284e-07, + 3.035074769286439e-07, + 3.032286315374222e-07, + 3.029499566764571e-07, + 3.0267250394899747e-07, + 3.023907879651233e-07, + 3.0211049306672066e-07, + 3.0183704780029075e-07, + 3.0157033847899584e-07, + 3.0130448180898384e-07, + 3.010291607097315e-07, + 3.0074752999098564e-07, + 3.004713562404504e-07, + 3.002000710239372e-07, + 2.999304911099898e-07, + 2.9966679448989453e-07, + 2.9940480317236506e-07, + 2.9913610433141e-07, + 2.988658422964363e-07, + 2.9859336336812703e-07, + 2.983220497299044e-07, + 2.9805073609168176e-07, + 2.9777990562251944e-07, + 2.9751441843473003e-07, + 2.972493007291632e-07, + 2.9697801551265e-07, + 2.9671406309716986e-07, + 2.9645482868545514e-07, + 2.961949121527141e-07, + 2.959343134989467e-07, + 2.956749085569754e-07, + 2.954182605208189e-07, + 2.9515828714465897e-07, + 2.9489888220268767e-07, + 2.946415804672142e-07, + 2.943832555502013e-07, + 2.9412211688395473e-07, + 2.9386217192950426e-07, + 2.936047565071931e-07, + 2.933462042165047e-07, + 2.9309188676052145e-07, + 2.928441347194166e-07, + 2.9259493317113083e-07, + 2.923457032011356e-07, + 2.9209078888925433e-07, + 2.9183559036027873e-07, + 2.915863319685741e-07, + 2.913359082867828e-07, + 2.910815339873807e-07, + 2.9082463015583926e-07, + 2.905724727497727e-07, + 2.903216511640494e-07, + 2.9007549073867267e-07, + 2.898307798204769e-07, + 2.895818624892854e-07, + 2.8933669682373875e-07, + 2.890930659305013e-07, + 2.888522487864975e-07, + 2.886057188788982e-07, + 2.8835404464189196e-07, + 2.8809901664317294e-07, + 2.8784941719095514e-07, + 2.87605473658914e-07, + 2.873656228530308e-07, + 2.871273352411663e-07, + 2.8689024134109786e-07, + 2.866471504603396e-07, + 2.8640647542488296e-07, + 2.861672214748978e-07, + 2.8592776857294666e-07, + 2.856841945231281e-07, + 2.854407625818567e-07, + 2.8519926331682655e-07, + 2.849586167030793e-07, + 2.8471978907873563e-07, + 2.8447948352550156e-07, + 2.8424304332475003e-07, + 2.8400691576280224e-07, + 2.8376837235555286e-07, + 2.835258214872738e-07, + 2.832859422596812e-07, + 2.8304839361226186e-07, + 2.828173251145927e-07, + 2.82587677702395e-07, + 2.8235774607310304e-07, + 2.8212795655235823e-07, + 2.8189822387503227e-07, + 2.816731523580529e-07, + 2.8144967245680164e-07, + 2.8122693151999556e-07, + 2.8099867677156e-07, + 2.807717294217582e-07, + 2.8054310519110004e-07, + 2.8031726628796605e-07, + 2.800920242407301e-07, + 2.7986612849417725e-07, + 2.796387263970246e-07, + 2.794076578993554e-07, + 2.791768451970711e-07, + 2.789476241105149e-07, + 2.7872013674823393e-07, + 2.7849438311022823e-07, + 2.7827633175547817e-07, + 2.7806223101833893e-07, + 2.7784480494119634e-07, + 2.776240819457598e-07, + 2.7740591690417205e-07, + 2.771882350316446e-07, + 2.7696796678355895e-07, + 2.7674502689478686e-07, + 2.765223712231091e-07, + 2.7630099452835566e-07, + 2.760850748018129e-07, + 2.7587358886194124e-07, + 2.756600565589906e-07, + 2.7544285785552347e-07, + 2.752247212356451e-07, + 2.750106204985059e-07, + 2.7479643449623836e-07, + 2.745792073710618e-07, + 2.7436024652160995e-07, + 2.741418256846373e-07, + 2.7392516699364933e-07, + 2.737077977599256e-07, + 2.7349358333594864e-07, + 2.732807047323149e-07, + 2.7306833771945094e-07, + 2.7285457804282487e-07, + 2.726403351971385e-07, + 2.7242697342444444e-07, + 2.722134979649127e-07, + 2.720027225677768e-07, + 2.71790696615426e-07, + 2.7157818749401486e-07, + 2.713653941555094e-07, + 2.711570061819657e-07, + 2.709485329432937e-07, + 2.7074031550000655e-07, + 2.7053306439484004e-07, + 2.703250174818095e-07, + 2.701179937503184e-07, + 2.6991060053660476e-07, + 2.697027525755402e-07, + 2.6949226139549864e-07, + 2.69280377551695e-07, + 2.6906627681455575e-07, + 2.688520908122882e-07, + 2.686384732442093e-07, + 2.68425026206387e-07, + 2.682112381080515e-07, + 2.68000093228693e-07, + 2.677906820736098e-07, + 2.675817825092963e-07, + 2.673713197509642e-07, + 2.671623349215224e-07, + 2.66954430117039e-07, + 2.667525222932454e-07, + 2.6655061446945183e-07, + 2.6634722871676786e-07, + 2.661436440121179e-07, + 2.659409119587508e-07, + 2.657367303982028e-07, + 2.655352773217601e-07, + 2.6533689378993586e-07, + 2.651396755481983e-07, + 2.6494288363210217e-07, + 2.6474592118574947e-07, + 2.6455214197085297e-07, + 2.6435543531988515e-07, + 2.6415887077746447e-07, + 2.639582703523047e-07, + 2.6375829520475236e-07, + 2.6355738214078883e-07, + 2.6335800384913455e-07, + 2.6316021717320837e-07, + 2.6296277155779535e-07, + 2.6276609332853695e-07, + 2.625721720050933e-07, + 2.6237682959617814e-07, + 2.621798103064066e-07, + 2.619819383653521e-07, + 2.6179006340498745e-07, + 2.6159653998547583e-07, + 2.614019933844247e-07, + 2.61209322616196e-07, + 2.6101398020728084e-07, + 2.608198599318712e-07, + 2.6062593860842753e-07, + 2.6043599632430414e-07, + 2.602463098355656e-07, + 2.6005471909229527e-07, + 2.598642367956927e-07, + 2.5967273131755064e-07, + 2.594788952592353e-07, + 2.5928542868314253e-07, + 2.5909201895046863e-07, + 2.588997176644625e-07, + 2.587114238394861e-07, + 2.5852571639006783e-07, + 2.5833830363808374e-07, + 2.581529656708881e-07, + 2.5796745717343583e-07, + 2.577825171101722e-07, + 2.5759871391528577e-07, + 2.5741425702108245e-07, + 2.572308801518375e-07, + 2.570477874996868e-07, + 2.5686497906463046e-07, + 2.566848991136794e-07, + 2.5650430757195863e-07, + 2.56323659186819e-07, + 2.5614085075176263e-07, + 2.5595764441277424e-07, + 2.557760865329328e-07, + 2.5559515393069887e-07, + 2.5541510240145726e-07, + 2.5523820568196243e-07, + 2.5506088263682614e-07, + 2.5488012056484877e-07, + 2.546981647810753e-07, + 2.5451740270909795e-07, + 2.5433547534703393e-07, + 2.5415235427317384e-07, + 2.539705974413664e-07, + 2.5378889745297784e-07, + 2.5360688482578553e-07, + 2.534241900775669e-07, + 2.5324521857328364e-07, + 2.5306368911515165e-07, + 2.528821312353102e-07, + 2.527013407416234e-07, + 2.525214597426384e-07, + 2.523433693113475e-07, + 2.521648525544151e-07, + 2.5198755793098826e-07, + 2.5181162754961406e-07, + 2.51633593961742e-07, + 2.514558730126737e-07, + 2.5127792468992993e-07, + 2.511036427677027e-07, + 2.509290197849623e-07, + 2.507564431653009e-07, + 2.505780116734968e-07, + 2.5040148443622456e-07, + 2.5022751515280106e-07, + 2.500548248463019e-07, + 2.4987750180116564e-07, + 2.4969963874355017e-07, + 2.495218893727724e-07, + 2.493457600394322e-07, + 2.4916792540352617e-07, + 2.489904318281333e-07, + 2.488143877599214e-07, + 2.486407026935922e-07, + 2.484679839653836e-07, + 2.482921388491377e-07, + 2.4811720322759356e-07, + 2.4794266550998145e-07, + 2.4777082785476523e-07, + 2.476012070928846e-07, + 2.47432382138868e-07, + 2.472593791935651e-07, + 2.470869162607414e-07, + 2.4691709654689475e-07, + 2.4674631049492746e-07, + 2.465739612489415e-07, + 2.464006740865443e-07, + 2.46229689082611e-07, + 2.460623704791942e-07, + 2.4589462555013597e-07, + 2.4572887014073785e-07, + 2.455635694786906e-07, + 2.453987235639943e-07, + 2.452356397952826e-07, + 2.4507451712452166e-07, + 2.449147018523945e-07, + 2.447526128435129e-07, + 2.4458569214402814e-07, + 2.4442118728984497e-07, + 2.442601498842123e-07, + 2.441006756725983e-07, + 2.439421393773955e-07, + 2.4378158514082315e-07, + 2.4362032036151504e-07, + 2.4346010718545585e-07, + 2.433004056001664e-07, + 2.431402776892355e-07, + 2.429804339953989e-07, + 2.428196239634417e-07, + 2.426621961149067e-07, + 2.425043987841491e-07, + 2.423456066935614e-07, + 2.421845977096382e-07, + 2.420238445210998e-07, + 2.4186269342862943e-07, + 2.4170202550521935e-07, + 2.4154471134352207e-07, + 2.4138765297720965e-07, + 2.412337209989346e-07, + 2.4108027218971984e-07, + 2.409269086456334e-07, + 2.40772294546332e-07, + 2.4061765202532115e-07, + 2.4046426005952526e-07, + 2.4031263023971405e-07, + 2.401587266831484e-07, + 2.3999984932743246e-07, + 2.398413698756485e-07, + 2.396837146534381e-07, + 2.3952523520165414e-07, + 2.3936584625516844e-07, + 2.3921094793877273e-07, + 2.3905801072032773e-07, + 2.38904959815045e-07, + 2.387519373314717e-07, + 2.385968684848194e-07, + 2.3844575025577797e-07, + 2.3829441886391578e-07, + 2.3814307326119888e-07, + 2.3799047710326704e-07, + 2.37839088867986e-07, + 2.3769032964082726e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0009168665274046361, + 0.0017975561786442995, + 0.0017314074793830514, + 0.0015826388262212276, + 0.001450176234357059, + 0.001339833135716617, + 0.0012491343077272177, + 0.0011721012415364385, + 0.0011069910833612084, + 0.0010538437636569142, + 0.0010061218636110425, + 0.0009637201437726617, + 0.0009245483088307083, + 0.0008851031889207661, + 0.0008487295126542449, + 0.000815360399428755, + 0.000785341951996088, + 0.0007584230625070632, + 0.0007341039599850774, + 0.000713745946995914, + 0.0006964154890738428, + 0.0006810427294112742, + 0.0006676738848909736, + 0.0006539130699820817, + 0.0006387172034010291, + 0.0006232847808860242, + 0.000608843460213393, + 0.0005945368320681155, + 0.0005812710151076317, + 0.0005686895456165075, + 0.0005554737872444093, + 0.0005435631610453129, + 0.0005320753552950919, + 0.0005208110669627786, + 0.0005107470788061619, + 0.0005009747110307217, + 0.000491120561491698, + 0.00048179583973251283, + 0.000472519313916564, + 0.00046369622577913105, + 0.0004556329804472625, + 0.0004481047799345106, + 0.00044105667620897293, + 0.00043429312063381076, + 0.0004277890839148313, + 0.0004216833331156522, + 0.00041562633123248816, + 0.00040985067607834935, + 0.0004039644845761359, + 0.0003981569316238165, + 0.000392583548091352, + 0.0003872809174936265, + 0.0003827076870948076, + 0.0003786128363572061, + 0.00037496502045542, + 0.00037213281029835343, + 0.0003691312740556896, + 0.00036629493115469813, + 0.0003639833885245025, + 0.0003607441030908376, + 0.00035749643575400114, + 0.00035361837944947183, + 0.0003496307472232729, + 0.00034602926461957395, + 0.0003429350908845663, + 0.00034034240525215864, + 0.0003377657849341631, + 0.0003359420516062528, + 0.00033471352071501315, + 0.00033487629843875766, + 0.0003377661050762981, + 0.0003427047049626708, + 0.00035247509367763996, + 0.0003688189317472279, + 0.0003939943853765726, + 0.00043172805453650653, + 0.00048414524644613266, + 0.0005605084588751197, + 0.0006712351460009813, + 0.0008544773445464671, + 0.0011885768035426736, + 0.0021630139090120792, + -0.0328374020755291, + -0.001510047004558146, + -0.000683257938362658, + -0.0004150915483478457, + -0.00028510589618235826, + -0.0002119505952578038, + -0.00016332551604136825, + -0.00012891348160337657, + -0.00010344636393710971, + -8.287526725325733e-05, + -6.629981362493709e-05, + -5.340975258150138e-05, + -4.301375156501308e-05, + -3.427116826060228e-05, + -2.6922511096927337e-05, + -2.041832158283796e-05, + -1.4369193195307162e-05, + -9.149438483291306e-06, + -4.736841219710186e-06, + -8.455498914372583e-07, + 2.4408514036622364e-06, + 5.335523837857181e-06, + 8.004751180124003e-06, + 1.0391372597950976e-05, + 1.2603457435034215e-05, + 1.4694414858240634e-05, + 1.661033275013324e-05, + 1.835953662521206e-05, + 1.9883325876435265e-05, + 2.120524732163176e-05, + 2.237579428765457e-05, + 2.344566019019112e-05, + 2.4500062863808125e-05, + 2.5463221390964463e-05, + 2.6346520826336928e-05, + 2.7178102754987776e-05, + 2.792734267131891e-05, + 2.8653435947489925e-05, + 2.9345608709263615e-05, + 2.999376920342911e-05, + 3.0621522455476224e-05, + 3.119037137366831e-05, + 3.172676224494353e-05, + 3.2205789466388524e-05, + 3.2643954909872264e-05, + 3.305066638858989e-05, + 3.342077252455056e-05, + 3.377691609784961e-05, + 3.410393765079789e-05, + 3.4413813409628347e-05, + 3.4705914004007354e-05, + 3.4970991691807285e-05, + 3.5219996789237484e-05, + 3.5451150324661285e-05, + 3.5656095860758796e-05, + 3.585136801120825e-05, + 3.603813820518553e-05, + 3.620979259721935e-05, + 3.6376153730088845e-05, + 3.6530240322463214e-05, + 3.667743658297695e-05, + 3.681355156004429e-05, + 3.693770486279391e-05, + 3.70503039448522e-05, + 3.715548518812284e-05, + 3.725720671354793e-05, + 3.735243808478117e-05, + 3.744036439456977e-05, + 3.751835902221501e-05, + 3.7587928090943024e-05, + 3.765075234696269e-05, + 3.7706799048464745e-05, + 3.775847653741948e-05, + 3.7803169107064605e-05, + 3.7843772588530555e-05, + 3.787968307733536e-05, + 3.790996197494678e-05, + 3.7937115848762915e-05, + 3.7959845940349624e-05, + 3.797868703259155e-05, + 3.799393380177207e-05, + 3.80053861590568e-05, + 3.801317870966159e-05, + 3.801760249189101e-05, + 3.8018788472982123e-05, + 3.801703860517591e-05, + 3.8012345612514764e-05, + 3.800532431341708e-05, + 3.799561091000214e-05, + 3.7983449146850035e-05, + 3.796890450757928e-05, + 3.79522934963461e-05, + 3.7933314160909504e-05, + 3.791190101765096e-05, + 3.7889541999902576e-05, + 3.78649820049759e-05, + 3.783995271078311e-05, + 3.781249324674718e-05, + 3.778384780162014e-05, + 3.7753707147203386e-05, + 3.772286800085567e-05, + 3.769040267798118e-05, + 3.765529254451394e-05, + 3.761952757486142e-05, + 3.758167804335244e-05, + 3.7543017242569476e-05, + 3.750407267943956e-05, + 3.746454603970051e-05, + 3.742414992302656e-05, + 3.738249870366417e-05, + 3.733922858373262e-05, + 3.729491072590463e-05, + 3.724897760548629e-05, + 3.720262611750513e-05, + 3.715513230417855e-05, + 3.710567398229614e-05, + 3.7054993299534544e-05, + 3.700395245687105e-05, + 3.695296618388966e-05, + 3.690132507472299e-05, + 3.684892726596445e-05, + 3.679612200357951e-05, + 3.674162144307047e-05, + 3.6687364627141505e-05, + 3.663269671960734e-05, + 3.657844717963599e-05, + 3.652249870356172e-05, + 3.646545883384533e-05, + 3.640732393250801e-05, + 3.6350345908431336e-05, + 3.629337516031228e-05, + 3.623579686973244e-05, + 3.617805123212747e-05, + 3.612042564782314e-05, + 3.606337486417033e-05, + 3.6005385481985286e-05, + 3.5948021832155064e-05, + 3.589047628338449e-05, + 3.583254147088155e-05, + 3.5773606214206666e-05, + 3.571392880985513e-05, + 3.565403676475398e-05, + 3.559503602446057e-05, + 3.5534536436898634e-05, + 3.54728072124999e-05, + 3.54115036316216e-05, + 3.535095675033517e-05, + 3.529217792674899e-05, + 3.523280247463845e-05, + 3.5172248317394406e-05, + 3.5110268072457984e-05, + 3.504916821839288e-05, + 3.4988355764653534e-05, + 3.492874384392053e-05, + 3.487038702587597e-05, + 3.4812041121767834e-05, + 3.475315315881744e-05, + 3.4693490306381136e-05, + 3.463428220129572e-05, + 3.457337152212858e-05, + 3.451266456977464e-05, + 3.445068796281703e-05, + 3.43895262631122e-05, + 3.432962694205344e-05, + 3.426930561545305e-05, + 3.4209431760245934e-05, + 3.415022001718171e-05, + 3.4091357520082965e-05, + 3.4032276744255796e-05, + 3.3973410609178245e-05, + 3.391402424313128e-05, + 3.385496529517695e-05, + 3.379616100573912e-05, + 3.3736490877345204e-05, + 3.367467797943391e-05, + 3.361267954460345e-05, + 3.355079752509482e-05, + 3.349180769873783e-05, + 3.343224307172932e-05, + 3.33740099449642e-05, + 3.331592961330898e-05, + 3.325927536934614e-05, + 3.3202304621227086e-05, + 3.3145264751510695e-05, + 3.3086846087826416e-05, + 3.302836194052361e-05, + 3.2970649044727907e-05, + 3.291279062977992e-05, + 3.2855881727300584e-05, + 3.2797601306810975e-05, + 3.273893162258901e-05, + 3.2679730793461204e-05, + 3.2621101127006114e-05, + 3.256386844441295e-05, + 3.250866575399414e-05, + 3.245276820962317e-05, + 3.239663055865094e-05, + 3.234019459341653e-05, + 3.228391506127082e-05, + 3.222758823540062e-05, + 3.2171461498364806e-05, + 3.211660441593267e-05, + 3.206198016414419e-05, + 3.200690480298363e-05, + 3.1951040000421926e-05, + 3.1895426218397915e-05, + 3.183954322594218e-05, + 3.178370388923213e-05, + 3.172719880240038e-05, + 3.1671890610596165e-05, + 3.161820859531872e-05, + 3.156614911858924e-05, + 3.151489727315493e-05, + 3.1463103368878365e-05, + 3.1411240343004465e-05, + 3.1358114938484505e-05, + 3.1304825824918225e-05, + 3.125075454590842e-05, + 3.119757820968516e-05, + 3.114442733931355e-05, + 3.109152021352202e-05, + 3.103827475570142e-05, + 3.098536399193108e-05, + 3.0933133530197665e-05, + 3.0881259590387344e-05, + 3.082837793044746e-05, + 3.07761765725445e-05, + 3.072504841838963e-05, + 3.067577927140519e-05, + 3.062644464080222e-05, + 3.0576553399441764e-05, + 3.052437386941165e-05, + 3.047239442821592e-05, + 3.042086973437108e-05, + 3.03704018733697e-05, + 3.0319893994601443e-05, + 3.026913145731669e-05, + 3.0219454856705852e-05, + 3.0169265301083215e-05, + 3.0118873837636784e-05, + 3.0068520572967827e-05, + 3.0018883990123868e-05, + 2.9970189643790945e-05, + 2.9921860914328136e-05, + 2.98739287245553e-05, + 2.9826147510902956e-05, + 2.9778668249491602e-05, + 2.97317292279331e-05, + 2.9685394110856578e-05, + 2.9639408239745535e-05, + 2.959254379675258e-05, + 2.954554474854376e-05, + 2.9497925424948335e-05, + 2.9450351576087996e-05, + 2.940285594377201e-05, + 2.9357270250329748e-05, + 2.9311411708476953e-05, + 2.926666638813913e-05, + 2.92214572255034e-05, + 2.9175835152273066e-05, + 2.9129643735359423e-05, + 2.9083757908665575e-05, + 2.9038856155239046e-05, + 2.8994292733841576e-05, + 2.894950557674747e-05, + 2.8903237762278877e-05, + 2.8856848075520247e-05, + 2.880983993236441e-05, + 2.876449070754461e-05, + 2.871855758712627e-05, + 2.8674241548287682e-05, + 2.863018926291261e-05, + 2.8585496693267487e-05, + 2.8541327992570587e-05, + 2.8497452149167657e-05, + 2.8454682251322083e-05, + 2.8411741368472576e-05, + 2.8368649509502575e-05, + 2.8324964659987018e-05, + 2.8280996048124507e-05, + 2.8237318474566564e-05, + 2.819492874550633e-05, + 2.8152317099738866e-05, + 2.8109769118600525e-05, + 2.8066899176337756e-05, + 2.802407107083127e-05, + 2.798138120851945e-05, + 2.7938189305132255e-05, + 2.7895559469470754e-05, + 2.7853478968609124e-05, + 2.781079638225492e-05, + 2.776855035335757e-05, + 2.7725565814762376e-05, + 2.7682812287821434e-05, + 2.7640277039608918e-05, + 2.7598647648119368e-05, + 2.7557191060623154e-05, + 2.7515799956745468e-05, + 2.7474177841213532e-05, + 2.7432453862274997e-05, + 2.739107731031254e-05, + 2.7350097298040055e-05, + 2.7309924917062744e-05, + 2.7270098144072108e-05, + 2.7230145860812627e-05, + 2.7189475076738745e-05, + 2.714902257139329e-05, + 2.7108288122690283e-05, + 2.706788836803753e-05, + 2.7027297619497404e-05, + 2.698683056223672e-05, + 2.6947252990794368e-05, + 2.690856490517035e-05, + 2.687073720153421e-05, + 2.6832116418518126e-05, + 2.6793471988639794e-05, + 2.675421637832187e-05, + 2.6715724743553437e-05, + 2.667812441359274e-05, + 2.6639956558938138e-05, + 2.660150857991539e-05, + 2.656326068972703e-05, + 2.6525480279815383e-05, + 2.6488047296879813e-05, + 2.6450177756487392e-05, + 2.6412351871840656e-05, + 2.63740548689384e-05, + 2.6336119844927453e-05, + 2.629891605465673e-05, + 2.626226341817528e-05, + 2.622579449962359e-05, + 2.618905455165077e-05, + 2.61528530245414e-05, + 2.6116436856682412e-05, + 2.6080533643835224e-05, + 2.604414476081729e-05, + 2.6007894120994024e-05, + 2.59715106949443e-05, + 2.593509816506412e-05, + 2.5899555112118833e-05, + 2.5863897462841123e-05, + 2.5828498110058717e-05, + 2.57937081187265e-05, + 2.5759587515494786e-05, + 2.572569064795971e-05, + 2.5690938855404966e-05, + 2.5656599973444827e-05, + 2.5621960958233103e-05, + 2.5586767151253298e-05, + 2.5551098588039167e-05, + 2.551678153395187e-05, + 2.548250813561026e-05, + 2.5448074666201137e-05, + 2.54140450124396e-05, + 2.5380157239851542e-05, + 2.5346835172967985e-05, + 2.5313736841781065e-05, + 2.5280649424530566e-05, + 2.5247150915674865e-05, + 2.521336864447221e-05, + 2.5179417207255028e-05, + 2.5145538529613987e-05, + 2.5112505682045594e-05, + 2.5079996703425422e-05, + 2.5047833332791924e-05, + 2.5016275685629807e-05, + 2.4985176423797384e-05, + 2.4953294996521436e-05, + 2.4921571821323596e-05, + 2.4889699488994665e-05, + 2.4858662072801962e-05, + 2.482746640453115e-05, + 2.479553768353071e-05, + 2.4763756300671957e-05, + 2.4732329620746896e-05, + 2.4700984795344993e-05, + 2.466996193106752e-05, + 2.4639550247229636e-05, + 2.4609045794932172e-05, + 2.457876871631015e-05, + 2.4548313376726583e-05, + 2.451763975841459e-05, + 2.4486336769768968e-05, + 2.4454571757814847e-05, + 2.442309050820768e-05, + 2.4391647457377985e-05, + 2.4360597308259457e-05, + 2.4329605366801843e-05, + 2.4298653443111107e-05, + 2.4267817934742197e-05, + 2.4236094759544358e-05, + 2.4204497094615363e-05, + 2.417309042357374e-05, + 2.4142207621480338e-05, + 2.4111184757202864e-05, + 2.4080478397081606e-05, + 2.4049886633292772e-05, + 2.4019411284825765e-05, + 2.3988950488273986e-05, + 2.3958600650075823e-05, + 2.3928128939587623e-05, + 2.38979027926689e-05, + 2.38683533098083e-05, + 2.383898572588805e-05, + 2.3808956029824913e-05, + 2.377923192398157e-05, + 2.3749895262881182e-05, + 2.3720753233646974e-05, + 2.3691436581430025e-05, + 2.3662638341193087e-05, + 2.363389103265945e-05, + 2.36054984270595e-05, + 2.3576911189593375e-05, + 2.354826938244514e-05, + 2.352019328100141e-05, + 2.3491938918596134e-05, + 2.3463764591724612e-05, + 2.3435150069417432e-05, + 2.3406650143442675e-05, + 2.3378466721624136e-05, + 2.3349795810645446e-05, + 2.3321441403822973e-05, + 2.3292728656088002e-05, + 2.3264039555215277e-05, + 2.323512853763532e-05, + 2.320730891369749e-05, + 2.3179763957159594e-05, + 2.315275378350634e-05, + 2.3125448933569714e-05, + 2.309820774826221e-05, + 2.3070544557413086e-05, + 2.3043268811306916e-05, + 2.30159184866352e-05, + 2.2988228010945022e-05, + 2.2960153728490695e-05, + 2.293265424668789e-05, + 2.2905685909790918e-05, + 2.2879066818859428e-05, + 2.285261325596366e-05, + 2.28263688768493e-05, + 2.2799635189585388e-05, + 2.277335624967236e-05, + 2.274650614708662e-05, + 2.2720074412063695e-05, + 2.2693358914693817e-05, + 2.2667647499474697e-05, + 2.264234899485018e-05, + 2.2616912247030996e-05, + 2.259132088511251e-05, + 2.2565716790268198e-05, + 2.2540707504958846e-05, + 2.2515238015330397e-05, + 2.248939017590601e-05, + 2.2463762434199452e-05, + 2.2438482119468972e-05, + 2.241331822006032e-05, + 2.2387825083569624e-05, + 2.236248110421002e-05, + 2.2336864276439883e-05, + 2.2312035071081482e-05, + 2.2287567844614387e-05, + 2.226314063591417e-05, + 2.223844057880342e-05, + 2.2213353076949716e-05, + 2.218867484771181e-05, + 2.2163674657349475e-05, + 2.2139047359814867e-05, + 2.2114223611424677e-05, + 2.208966907346621e-05, + 2.206475255661644e-05, + 2.2040370822651312e-05, + 2.201624374720268e-05, + 2.1992771507939324e-05, + 2.1968975488562137e-05, + 2.19455123442458e-05, + 2.1921790903434157e-05, + 2.189830229326617e-05, + 2.187462268921081e-05, + 2.1850846678717062e-05, + 2.1827479940839112e-05, + 2.1803962226840667e-05, + 2.1780266251880676e-05, + 2.1756415662821382e-05, + 2.1732977984356694e-05, + 2.170935840695165e-05, + 2.1685706087737344e-05, + 2.1662192011717707e-05, + 2.1638310499838553e-05, + 2.1614810975734144e-05, + 2.159136965929065e-05, + 2.1568333977484144e-05, + 2.154509820684325e-05, + 2.152207525796257e-05, + 2.1499372451216914e-05, + 2.1476345864357427e-05, + 2.1453137378557585e-05, + 2.1429617845569737e-05, + 2.1406538508017547e-05, + 2.1383833882282488e-05, + 2.136122748197522e-05, + 2.133926682290621e-05, + 2.131724431819748e-05, + 2.129451240762137e-05, + 2.1271724108373746e-05, + 2.1249510609777644e-05, + 2.122775185853243e-05, + 2.1206071323831566e-05, + 2.1184150682529435e-05, + 2.1162082703085616e-05, + 2.1140249373274855e-05, + 2.111845424224157e-05, + 2.109649358317256e-05, + 2.1074692995171063e-05, + 2.1053225282230414e-05, + 2.1031848518759944e-05, + 2.101067548210267e-05, + 2.0989420590922236e-05, + 2.096832395181991e-05, + 2.0946943550370634e-05, + 2.0925695935147814e-05, + 2.0904699340462685e-05, + 2.088389555865433e-05, + 2.08629498956725e-05, + 2.0842107915086672e-05, + 2.0820943973376416e-05, + 2.079979094560258e-05, + 2.077877798001282e-05, + 2.0757737729582004e-05, + 2.073689756798558e-05, + 2.0716084691230208e-05, + 2.0695328203146346e-05, + 2.0674156985478476e-05, + 2.0653164028772153e-05, + 2.0631921870517544e-05, + 2.0611378204193898e-05, + 2.0591012798831798e-05, + 2.0570698325172998e-05, + 2.0550407498376444e-05, + 2.053037314908579e-05, + 2.051030969596468e-05, + 2.0489669623202644e-05, + 2.0468794900807552e-05, + 2.0447978386073373e-05, + 2.0427725758054294e-05, + 2.0407585907378234e-05, + 2.0387451513670385e-05, + 2.036720070464071e-05, + 2.0347079043858685e-05, + 2.0327068341430277e-05, + 2.0307168597355485e-05, + 2.0287505321903154e-05, + 2.0267740183044225e-05, + 2.0248109649401158e-05, + 2.022820081037935e-05, + 2.020839929173235e-05, + 2.018861960095819e-05, + 2.016925463976804e-05, + 2.0149895135546103e-05, + 2.0130684788455255e-05, + 2.011130709433928e-05, + 2.0092076738364995e-05, + 2.0072860934305936e-05, + 2.0053463231306523e-05, + 2.0034443878103048e-05, + 2.0015697373310104e-05, + 1.9997372874058783e-05, + 1.9978559066657908e-05, + 1.9959383280365728e-05, + 1.994042941078078e-05, + 1.9921313651138917e-05, + 1.990244163607713e-05, + 1.9883911591023207e-05, + 1.986506140383426e-05, + 1.9846103896270506e-05, + 1.9827301002806053e-05, + 1.9808763681794517e-05, + 1.979022090381477e-05, + 1.977153806365095e-05, + 1.9752815205720253e-05, + 1.973430516954977e-05, + 1.971590972971171e-05, + 1.9697434254339896e-05, + 1.9678673197631724e-05, + 1.9660119505715556e-05, + 1.9641769540612586e-05, + 1.9623490516096354e-05, + 1.960543158929795e-05, + 1.9587576389312744e-05, + 1.956970663741231e-05, + 1.955185507540591e-05, + 1.9533752492861822e-05, + 1.9515302483341657e-05, + 1.949697980307974e-05, + 1.947917371580843e-05, + 1.9461669580778107e-05, + 1.9444256395217963e-05, + 1.942670496646315e-05, + 1.9408857042435557e-05, + 1.939101639436558e-05, + 1.9373259419808164e-05, + 1.935523141582962e-05, + 1.933729072334245e-05, + 1.931978840730153e-05, + 1.9302717191749252e-05, + 1.9285702364868484e-05, + 1.9268076357548125e-05, + 1.9250050172558986e-05, + 1.923237505252473e-05, + 1.9215012798667885e-05, + 1.919775786518585e-05, + 1.918088128149975e-05, + 1.916411201818846e-05, + 1.9146913473377936e-05, + 1.912961306516081e-05, + 1.911217077577021e-05, + 1.909480124595575e-05, + 1.90774371731095e-05, + 1.9060105842072517e-05, + 1.9043114662053995e-05, + 1.902614712889772e-05, + 1.900878305605147e-05, + 1.8991886463481933e-05, + 1.897529546113219e-05, + 1.895865898404736e-05, + 1.894197703222744e-05, + 1.892537511594128e-05, + 1.890894964162726e-05, + 1.8892309526563622e-05, + 1.8875705791288055e-05, + 1.885923666122835e-05, + 1.884270204755012e-05, + 1.8825987353920937e-05, + 1.88093472388573e-05, + 1.8792872651829384e-05, + 1.8776325305225328e-05, + 1.87600489880424e-05, + 1.8744191038422287e-05, + 1.8728240320342593e-05, + 1.87122896022629e-05, + 1.869597144832369e-05, + 1.8679636923479848e-05, + 1.8663680748431943e-05, + 1.86476536327973e-05, + 1.8631373677635565e-05, + 1.861493001342751e-05, + 1.8598791939439252e-05, + 1.8582735719974153e-05, + 1.856697963376064e-05, + 1.85513144970173e-05, + 1.8535381968831643e-05, + 1.8519691366236657e-05, + 1.8504098989069462e-05, + 1.8488686691853218e-05, + 1.8472905139788054e-05, + 1.8456796169630252e-05, + 1.8440474377712235e-05, + 1.8424496374791488e-05, + 1.8408880350762047e-05, + 1.839352808019612e-05, + 1.8378274035057984e-05, + 1.83630982064642e-05, + 1.8347542209085077e-05, + 1.8332137187826447e-05, + 1.8316824935027398e-05, + 1.8301496311323717e-05, + 1.828590757213533e-05, + 1.827032247092575e-05, + 1.8254870155942626e-05, + 1.8239465134683996e-05, + 1.8224181985715404e-05, + 1.820880061131902e-05, + 1.819366661948152e-05, + 1.8178552636527456e-05, + 1.816328222048469e-05, + 1.814775532693602e-05, + 1.8132399418391287e-05, + 1.8117198123945855e-05, + 1.8102409740095027e-05, + 1.8087710486724973e-05, + 1.8072994862450287e-05, + 1.8058286514133215e-05, + 1.804358180379495e-05, + 1.8029173588729464e-05, + 1.8014867237070575e-05, + 1.8000609998125583e-05, + 1.798600351321511e-05, + 1.7971478882827796e-05, + 1.795684511307627e-05, + 1.794238960428629e-05, + 1.792797411326319e-05, + 1.7913513147505e-05, + 1.7898957594297826e-05, + 1.788416557246819e-05, + 1.7869393559521995e-05, + 1.7854723409982398e-05, + 1.7840164218796417e-05, + 1.7825717804953456e-05, + 1.781176069926005e-05, + 1.7798056433093734e-05, + 1.77841375261778e-05, + 1.777000943548046e-05, + 1.7756043234840035e-05, + 1.774211341398768e-05, + 1.7728014427120797e-05, + 1.771374445524998e-05, + 1.7699494492262602e-05, + 1.7685322745819576e-05, + 1.7671502064331435e-05, + 1.7657963326200843e-05, + 1.76442954398226e-05, + 1.7630394722800702e-05, + 1.7616433979128487e-05, + 1.7602731531951576e-05, + 1.758902180881705e-05, + 1.757511927280575e-05, + 1.756110395945143e-05, + 1.7547121387906373e-05, + 1.753325341269374e-05, + 1.751933632476721e-05, + 1.7505626601632684e-05, + 1.7492002371000126e-05, + 1.747841088217683e-05, + 1.746472844388336e-05, + 1.745101690175943e-05, + 1.743735992931761e-05, + 1.742369386192877e-05, + 1.741020241752267e-05, + 1.7396632756572217e-05, + 1.73830303538125e-05, + 1.736940976115875e-05, + 1.735607293085195e-05, + 1.7342730643576942e-05, + 1.7329402908217162e-05, + 1.7316137018497102e-05, + 1.7302820197073743e-05, + 1.7289567040279508e-05, + 1.7276293874601834e-05, + 1.7262993424083106e-05, + 1.7249520169571042e-05, + 1.7235959603567608e-05, + 1.722225351841189e-05, + 1.7208545614266768e-05, + 1.719487045193091e-05, + 1.7181208022520877e-05, + 1.7167523765238002e-05, + 1.715401049295906e-05, + 1.7140608179033734e-05, + 1.7127238606917672e-05, + 1.711376717139501e-05, + 1.7100390323321335e-05, + 1.7087082596844994e-05, + 1.70741586771328e-05, + 1.7061232938431203e-05, + 1.704821625025943e-05, + 1.7035185010172427e-05, + 1.702220833976753e-05, + 1.7009140719892457e-05, + 1.6996244085021317e-05, + 1.6983547538984567e-05, + 1.6970925571513362e-05, + 1.6958327250904404e-05, + 1.694572165433783e-05, + 1.6933319784584455e-05, + 1.692072873993311e-05, + 1.6908148609218188e-05, + 1.6895308363018557e-05, + 1.6882508134585805e-05, + 1.6869647879502736e-05, + 1.6856884030858055e-05, + 1.6844223864609376e-05, + 1.6831587345222943e-05, + 1.6818998119561e-05, + 1.6806587154860608e-05, + 1.679408160271123e-05, + 1.678147236816585e-05, + 1.676880674494896e-05, + 1.6756523109506816e-05, + 1.674413579166867e-05, + 1.6731682990211993e-05, + 1.6719352061045356e-05, + 1.6706848327885382e-05, + 1.6694420992280357e-05, + 1.6682010027579963e-05, + 1.6669853721396066e-05, + 1.6657711967127398e-05, + 1.664544834056869e-05, + 1.6633255654596724e-05, + 1.6620997485006228e-05, + 1.6608591977274045e-05, + 1.6596208297414705e-05, + 1.6583830074523576e-05, + 1.6571519154240377e-05, + 1.6559466530452482e-05, + 1.654757943470031e-05, + 1.6535583199583925e-05, + 1.6523721569683403e-05, + 1.6511847206857055e-05, + 1.650000922381878e-05, + 1.6488245819346048e-05, + 1.6476440578117035e-05, + 1.6464702639495954e-05, + 1.6452982890768908e-05, + 1.6441279512946494e-05, + 1.6429752577096224e-05, + 1.6418194718426093e-05, + 1.6406631402787752e-05, + 1.6394931662944146e-05, + 1.6383204638259485e-05, + 1.6371584933949634e-05, + 1.636000524740666e-05, + 1.634847831155639e-05, + 1.633715510251932e-05, + 1.632580278965179e-05, + 1.6314234017045237e-05, + 1.6302588846883737e-05, + 1.629101825528778e-05, + 1.627937308512628e-05, + 1.6267653336399235e-05, + 1.625602089916356e-05, + 1.6244388461927883e-05, + 1.6232737834798172e-05, + 1.622104537091218e-05, + 1.6209589375648648e-05, + 1.61979714903282e-05, + 1.6186349967028946e-05, + 1.617477937543299e-05, + 1.616326335351914e-05, + 1.615186374692712e-05, + 1.6140438674483448e-05, + 1.6129089999594726e-05, + 1.6117828636197373e-05, + 1.610643266758416e-05, + 1.6095056707854383e-05, + 1.6083668015198782e-05, + 1.6072512153186835e-05, + 1.6061332644312643e-05, + 1.6050287740654312e-05, + 1.6038864487200044e-05, + 1.6027564925025217e-05, + 1.6016430890886113e-05, + 1.600537871127017e-05, + 1.5994028217392042e-05, + 1.5982644981704652e-05, + 1.5971269021974877e-05, + 1.5959993106662296e-05, + 1.5948609870974906e-05, + 1.593724846316036e-05, + 1.5925981642794795e-05, + 1.5914863979560323e-05, + 1.5903809980954975e-05, + 1.5892555893515237e-05, + 1.588135819474701e-05, + 1.5870187780819833e-05, + 1.585918835189659e-05, + 1.5848330804146826e-05, + 1.5837526007089764e-05, + 1.5826451999600977e-05, + 1.5815412552910857e-05, + 1.580454409122467e-05, + 1.579361196490936e-05, + 1.5782579794176854e-05, + 1.5771485777804628e-05, + 1.5760542737552896e-05, + 1.5749832527944818e-05, + 1.573909685248509e-05, + 1.5728486687294208e-05, + 1.571790562593378e-05, + 1.570735730638262e-05, + 1.5696916307206266e-05, + 1.568660263728816e-05, + 1.567637264088262e-05, + 1.5665997125324793e-05, + 1.565531420055777e-05, + 1.5644785889890045e-05, + 1.5634479495929554e-05, + 1.562426950840745e-05, + 1.561412136652507e-05, + 1.5603844076395035e-05, + 1.5593521311529912e-05, + 1.5583267668262124e-05, + 1.5573043128824793e-05, + 1.5562794942525215e-05, + 1.5552564946119674e-05, + 1.554227310407441e-05, + 1.5532195902778767e-05, + 1.5522095054620877e-05, + 1.5511930541833863e-05, + 1.5501624147873372e-05, + 1.5491334124817513e-05, + 1.5481018635910004e-05, + 1.547073588881176e-05, + 1.546066596347373e-05, + 1.5450610590050928e-05, + 1.544075712445192e-05, + 1.543093821965158e-05, + 1.5421121133840643e-05, + 1.541122401249595e-05, + 1.5401325072161853e-05, + 1.5391506167361513e-05, + 1.5381801858893596e-05, + 1.537195021228399e-05, + 1.536178206151817e-05, + 1.5351637557614595e-05, + 1.5341545804403722e-05, + 1.5331401300500147e-05, + 1.532119858893566e-05, + 1.531128327769693e-05, + 1.530149529571645e-05, + 1.5291700037778355e-05, + 1.5281906598829664e-05, + 1.527197855466511e-05, + 1.5262305169017054e-05, + 1.5252619959937874e-05, + 1.524293293186929e-05, + 1.5233165868266951e-05, + 1.5223476111714263e-05, + 1.52139537021867e-05 + ], + "stabilities": [ + -2.6985023021698, + 0.7244726419448853, + 0.8601603507995605, + 0.7749632000923157, + 0.9740260243415833, + 1.0, + 1.0, + 0.9729437232017517, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865689277648926, + 0.8891568183898926, + 0.9783080220222473, + 0.9872609972953796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9288026690483093, + 0.8368576765060425, + 0.9285714030265808, + 1.0, + 0.9546014666557312, + 1.0, + 1.0, + 0.8929002285003662, + 1.0, + 0.9862698912620544, + 0.9661399722099304, + 1.0, + 0.9848482608795166, + 0.944891095161438, + 1.0, + 0.9593408703804016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754601120948792, + 1.0, + 0.9476883411407471, + 0.9803470373153687, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9244529008865356, + 1.0, + 1.0, + 0.5780884027481079, + 0.9786887168884277, + 0.7800960540771484, + 0.9460525512695312, + 1.0, + 1.0, + 1.0, + 0.9909747242927551, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885122179985046, + 1.0, + 0.9722121357917786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9670803546905518, + 1.0, + 1.0, + 0.9995014667510986, + 1.0, + 1.0, + 0.9719212055206299, + 0.9828729629516602, + 1.0, + 0.9933938980102539, + 1.0, + 1.0, + 1.0, + 0.9739935994148254, + 1.0, + 0.9557158946990967, + 0.9880656599998474, + 1.0, + 0.9959591031074524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9598066806793213, + 0.9497314095497131, + 0.9640805721282959, + 0.99165940284729, + 1.0, + 0.9915308952331543, + 0.9933760762214661, + 1.0, + 0.9698535799980164, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794179797172546, + 1.0, + 0.9630106091499329, + 0.9842795133590698, + 0.9931254982948303, + 0.9769957661628723, + 1.0, + 0.9859131574630737, + 1.0, + 1.0, + 0.9745228290557861, + 1.0, + 0.990741491317749, + 0.9510736465454102, + 1.0, + 1.0, + 0.9880194664001465, + 1.0, + 0.9985470175743103, + 1.0, + 1.0, + 0.9788401126861572, + 0.9822657704353333, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741200804710388, + 0.982237696647644, + 0.9840803742408752, + 0.9889271855354309, + 1.0, + 0.9701018929481506, + 1.0, + 1.0, + 0.9731807112693787, + 1.0, + 1.0, + 0.9786882400512695, + 1.0, + 0.9996615648269653, + 0.9907825589179993, + 1.0, + 0.9754903316497803, + 0.9825756549835205, + 1.0, + 1.0, + 1.0, + 0.99222731590271, + 0.9987255930900574, + 0.9872776865959167, + 1.0, + 1.0, + 0.9551137089729309, + 1.0, + 0.9679075479507446, + 1.0, + 0.985575258731842, + 0.9995740652084351, + 0.9763325452804565, + 1.0, + 1.0, + 0.9832501411437988, + 1.0, + 0.9912353157997131, + 0.9793181419372559, + 0.9886371493339539, + 0.9969816207885742, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998518824577332, + 1.0, + 1.0, + 1.0, + 0.9950519800186157, + 0.9876039028167725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877946376800537, + 1.0, + 0.9853209853172302, + 1.0, + 1.0, + 1.0, + 0.9754748940467834, + 0.9996870756149292, + 1.0, + 0.9989283084869385, + 0.9942553043365479, + 0.9864600896835327, + 1.0, + 0.9862422347068787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983647346496582, + 1.0, + 1.0, + 0.9927713871002197, + 0.9873747229576111, + 0.9733780026435852, + 1.0, + 1.0, + 1.0, + 0.9862177968025208, + 0.995754063129425, + 0.9806943535804749, + 0.9790818691253662, + 1.0, + 1.0, + 1.0, + 0.99315345287323, + 1.0, + 0.9980348944664001, + 1.0, + 0.9886093139648438, + 0.9808517694473267, + 1.0, + 0.9942081570625305, + 0.9905918836593628, + 0.995538592338562, + 1.0, + 0.9981090426445007, + 1.0, + 0.9964520335197449, + 0.9976150393486023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558679461479187, + 1.0, + 0.9801169037818909, + 0.9998000860214233, + 0.9796761274337769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895300269126892, + 1.0, + 0.9863283038139343, + 1.0, + 1.0, + 1.0, + 0.9937112927436829, + 0.9792653918266296, + 0.9673302173614502, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997088313102722, + 0.9804188013076782, + 0.9987125396728516, + 1.0, + 1.0, + 0.9988117218017578, + 1.0, + 1.0, + 1.0, + 0.9823020100593567, + 0.9738978147506714, + 0.9726752638816833, + 0.9873652458190918, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868103861808777, + 1.0, + 0.9988788366317749, + 1.0, + 0.997174084186554, + 0.9906383752822876, + 0.9980071783065796, + 1.0, + 0.9908063411712646, + 0.9827449321746826, + 0.9668887257575989, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948777556419373, + 0.9830157160758972, + 1.0, + 1.0, + 0.9820617437362671, + 1.0, + 1.0, + 1.0, + 0.9905707240104675, + 0.9844407439231873, + 0.9959523677825928, + 0.9951294660568237, + 1.0, + 0.9969215989112854, + 0.9919063448905945, + 0.990365743637085, + 0.9966911673545837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9630975723266602, + 1.0, + 0.978874146938324, + 1.0, + 1.0, + 1.0, + 0.9968189597129822, + 0.9819058179855347, + 0.9957424998283386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9683110117912292, + 1.0, + 0.9682382345199585, + 0.9974421858787537, + 1.0, + 0.991719663143158, + 0.9967935681343079, + 0.9789795279502869, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9738531112670898, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990519642829895, + 0.9905848503112793, + 1.0, + 0.9933521151542664, + 1.0, + 0.9983249306678772, + 0.9985661506652832, + 0.9821581840515137, + 0.999315619468689, + 1.0, + 1.0, + 1.0, + 0.9952263832092285, + 0.9947423934936523, + 0.9836490750312805, + 0.9948152303695679, + 1.0, + 1.0, + 0.9982179999351501, + 1.0, + 0.9953398108482361, + 1.0, + 1.0, + 0.9814820289611816, + 0.9807929992675781, + 0.9809205532073975, + 1.0, + 1.0, + 1.0, + 0.9838931560516357, + 0.9808285236358643, + 1.0, + 1.0, + 0.9981813430786133, + 0.9911061525344849, + 0.9940176010131836, + 1.0, + 1.0, + 1.0, + 0.994059681892395, + 0.983993411064148, + 0.9884427189826965, + 0.998181939125061, + 1.0, + 0.9885963797569275, + 1.0, + 0.98916095495224, + 1.0, + 0.9994738101959229, + 1.0, + 1.0, + 0.9793300032615662, + 1.0, + 0.9959611296653748, + 0.9859625101089478, + 0.9843389391899109, + 0.9964643716812134, + 1.0, + 0.991216778755188, + 1.0, + 1.0, + 1.0, + 0.9651197791099548, + 1.0, + 1.0, + 0.9913368821144104, + 0.9989701509475708, + 0.9864096641540527, + 0.9962309002876282, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978028416633606, + 0.9871582388877869, + 0.9923086762428284, + 0.9839239716529846, + 0.9882970452308655, + 1.0, + 0.9979260563850403, + 1.0, + 0.9765045046806335, + 1.0, + 1.0, + 0.9983054399490356, + 0.991795539855957, + 1.0, + 0.9925858378410339, + 0.9837520718574524, + 1.0, + 0.995290219783783, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941673874855042, + 1.0, + 0.9909865260124207, + 1.0, + 1.0, + 0.9992596507072449, + 1.0, + 0.9992222189903259, + 0.9971261620521545, + 0.9863095879554749, + 1.0, + 0.992874801158905, + 0.9993006587028503, + 0.9992392659187317, + 1.0, + 0.9994229078292847, + 1.0, + 0.9950203895568848, + 0.980497419834137, + 0.9972159266471863, + 1.0, + 0.992741584777832, + 0.9899466633796692, + 0.9962148070335388, + 1.0, + 0.9852121472358704, + 1.0, + 0.9909356236457825, + 1.0, + 1.0, + 0.9829263091087341, + 1.0, + 1.0, + 1.0, + 0.9989304542541504, + 0.991740345954895, + 1.0, + 0.9918709397315979, + 1.0, + 1.0, + 1.0, + 0.9650546312332153, + 0.9930033087730408, + 0.98331218957901, + 1.0, + 1.0, + 1.0, + 0.9887455701828003, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 0.9835318922996521, + 0.9901867508888245, + 0.9965932965278625, + 0.9946548938751221, + 1.0, + 0.9856557846069336, + 1.0, + 0.9872792959213257, + 1.0, + 0.9650391936302185, + 0.9869832396507263, + 1.0, + 1.0, + 1.0, + 0.9792530536651611, + 1.0, + 1.0, + 0.994182825088501, + 0.9895294308662415, + 0.997977077960968, + 1.0, + 0.9969300627708435, + 1.0, + 0.9718921780586243, + 0.9879940152168274, + 1.0, + 1.0, + 1.0, + 0.9862246513366699, + 1.0, + 0.9877758026123047, + 1.0, + 0.9917348027229309, + 1.0, + 0.9811904430389404, + 0.9924865365028381, + 0.9753886461257935, + 1.0, + 0.9884974956512451, + 1.0, + 0.9926590919494629, + 1.0, + 1.0, + 0.9852762818336487, + 1.0, + 1.0, + 1.0, + 0.9851093292236328, + 1.0, + 1.0, + 0.9966275095939636, + 1.0, + 0.9870098233222961, + 1.0, + 0.9852185845375061, + 1.0, + 0.9933949708938599, + 0.9886504411697388, + 1.0, + 1.0, + 1.0, + 0.9842677712440491, + 0.9862692952156067, + 0.9982404708862305, + 0.9737151265144348, + 1.0, + 1.0, + 1.0, + 0.9772154092788696, + 0.9823421239852905, + 0.9987341165542603, + 1.0, + 1.0, + 0.9917903542518616, + 1.0, + 1.0, + 0.9953636527061462, + 0.9869266748428345, + 0.9984267950057983, + 0.9929093718528748, + 1.0, + 0.9947952628135681, + 1.0, + 0.9963167309761047, + 0.9903505444526672, + 0.9932934641838074, + 1.0, + 0.9973182082176208, + 1.0, + 1.0, + 0.9956880807876587, + 1.0, + 0.9927677512168884, + 1.0, + 0.9996252059936523, + 1.0, + 0.9939519762992859, + 1.0, + 0.9693976640701294, + 0.993686318397522, + 0.9996854662895203, + 1.0, + 0.9896298050880432, + 1.0, + 1.0, + 1.0, + 0.9996974468231201, + 0.9752436280250549, + 0.996741533279419, + 1.0, + 1.0, + 0.9959314465522766, + 0.9971836805343628, + 0.9967412352561951, + 0.9903475046157837, + 1.0, + 0.9954746961593628, + 1.0, + 0.9970698952674866, + 1.0, + 0.9813052415847778, + 1.0, + 0.9945647120475769, + 1.0, + 0.994625449180603, + 1.0, + 1.0, + 0.9827292561531067, + 0.987789511680603, + 0.9797170162200928, + 1.0, + 1.0, + 0.9906023144721985, + 1.0, + 0.9894065260887146, + 0.9841587543487549, + 1.0, + 1.0, + 0.9942420125007629, + 0.9880125522613525, + 1.0, + 1.0, + 1.0, + 0.9907025694847107, + 0.9959958791732788, + 1.0, + 1.0, + 0.9910508990287781, + 0.9911865592002869, + 0.9983464479446411, + 0.9901559352874756, + 0.9907523989677429, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952638745307922, + 0.9739039540290833, + 0.9850261807441711, + 0.996991753578186, + 1.0, + 1.0, + 1.0, + 0.997882604598999, + 1.0, + 0.9973011612892151, + 0.977674663066864, + 0.9774163961410522, + 0.9988414645195007, + 1.0, + 1.0, + 0.9827690720558167, + 0.9845930933952332, + 0.9958062767982483, + 0.9802005290985107, + 0.9955112338066101, + 1.0, + 1.0, + 1.0, + 0.9979997873306274, + 1.0, + 1.0, + 0.9824680089950562, + 1.0, + 1.0, + 0.9751372933387756, + 0.983951210975647, + 1.0, + 1.0, + 0.9974489212036133, + 0.9914748668670654, + 1.0, + 0.9998431205749512, + 0.9940377473831177, + 1.0, + 1.0, + 0.9976146817207336, + 0.9922990798950195, + 1.0, + 0.9856361150741577, + 0.9761528968811035, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978775680065155, + 1.0, + 1.0, + 1.0, + 0.9834442138671875, + 0.9969760179519653, + 0.9832707643508911, + 0.9961838126182556, + 1.0, + 0.9870003461837769, + 0.9955568313598633, + 0.9905001521110535, + 1.0, + 1.0, + 1.0, + 0.9807890057563782, + 0.9794579744338989, + 0.9850643277168274, + 0.9955630302429199, + 0.9967937469482422, + 1.0, + 0.9921087622642517, + 0.9958966970443726, + 1.0, + 1.0, + 1.0, + 0.9939632415771484, + 0.9986919164657593, + 0.9941368699073792, + 1.0, + 0.9860307574272156, + 1.0, + 1.0, + 1.0, + 0.9910402894020081, + 0.9921318292617798, + 0.9748087525367737, + 0.9956291913986206, + 1.0, + 1.0, + 1.0, + 0.9816224575042725, + 0.994808554649353, + 0.9983692169189453, + 1.0, + 0.9961814880371094, + 1.0, + 0.9895576238632202, + 0.9992005825042725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950419664382935, + 0.99417644739151, + 0.9942989945411682, + 0.9677714109420776, + 0.9835606813430786, + 1.0, + 1.0, + 0.99024498462677, + 0.9994832873344421, + 1.0, + 1.0, + 1.0, + 0.996135950088501, + 0.9771358370780945, + 0.9813451766967773, + 1.0, + 1.0, + 1.0, + 0.983318030834198, + 1.0, + 1.0, + 1.0, + 0.9992473721504211, + 0.9937856793403625, + 1.0, + 0.9873386025428772, + 0.995704174041748, + 0.999233067035675, + 1.0, + 1.0, + 0.9977573752403259, + 1.0, + 0.9892615675926208, + 1.0, + 1.0, + 1.0, + 0.9810988306999207, + 1.0, + 1.0, + 0.9970268607139587, + 1.0, + 0.9970347881317139, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993885159492493, + 1.0, + 1.0, + 0.9894935488700867, + 0.9935368895530701, + 0.9993804693222046, + 1.0, + 0.994933545589447, + 0.9964508414268494, + 0.9730541706085205, + 1.0, + 1.0, + 1.0, + 0.9976449608802795, + 1.0, + 0.9883644580841064, + 0.9864284992218018, + 0.9958405494689941, + 0.9997751116752625, + 1.0, + 0.9854152798652649, + 1.0, + 1.0, + 1.0, + 0.9987495541572571, + 1.0, + 0.9942469596862793, + 0.9935881495475769, + 1.0, + 0.9979541897773743, + 0.9874475598335266, + 1.0, + 1.0, + 1.0, + 0.9715139865875244, + 1.0, + 1.0, + 0.9919677376747131, + 1.0, + 0.9954673051834106, + 1.0, + 0.9810764193534851, + 1.0, + 1.0, + 0.9960811734199524, + 1.0, + 1.0, + 0.9998756647109985, + 1.0, + 0.9961209297180176, + 0.9807782173156738, + 0.9879295825958252, + 1.0, + 0.990458607673645, + 1.0, + 0.9983991384506226, + 0.9954782724380493, + 1.0, + 0.9958341121673584, + 1.0, + 0.9999356865882874, + 0.9866469502449036, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926124215126038, + 0.9982355833053589, + 0.9967862963676453, + 0.984137773513794, + 1.0, + 1.0, + 1.0, + 0.9950551390647888, + 1.0, + 1.0, + 0.9943585991859436, + 1.0, + 1.0, + 1.0, + 0.9812804460525513, + 1.0, + 1.0, + 0.9973449110984802, + 0.9968054294586182, + 0.9917051792144775, + 1.0, + 0.9947614073753357, + 0.9939724802970886, + 1.0, + 0.9998425841331482, + 1.0, + 0.9810041189193726, + 1.0, + 0.9897318482398987, + 1.0, + 0.9909789562225342, + 0.9869730472564697, + 0.9942751526832581, + 1.0, + 1.0, + 1.0, + 0.9925792813301086, + 1.0, + 0.9997228384017944, + 0.9935300946235657, + 0.9881852865219116, + 0.9959833025932312, + 1.0, + 0.9965398907661438, + 0.9993799924850464, + 0.986195981502533, + 0.9886763691902161, + 0.9968185424804688, + 1.0, + 0.9986008405685425, + 0.9861444234848022, + 1.0, + 1.0, + 1.0, + 0.9881472587585449, + 0.9803720116615295, + 1.0, + 0.9897758960723877, + 0.9988806843757629, + 0.9985592365264893, + 0.9911186695098877, + 0.9894862771034241, + 0.993297815322876, + 1.0, + 1.0, + 0.9872749447822571, + 0.9802685976028442, + 0.9920459985733032, + 0.99541836977005, + 1.0, + 1.0, + 0.9948448538780212, + 0.9985426068305969, + 1.0, + 0.9996769428253174, + 1.0, + 0.9804405570030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984148144721985, + 0.9807887673377991, + 0.99983811378479, + 0.9814779162406921, + 0.998185396194458, + 1.0, + 1.0, + 1.0, + 0.9934698343276978, + 0.9898116588592529, + 1.0, + 1.0, + 0.9990521669387817, + 0.9963632822036743, + 1.0, + 1.0, + 0.9733976125717163, + 0.9885859489440918, + 1.0, + 1.0, + 1.0, + 0.9758955240249634, + 1.0, + 1.0, + 1.0, + 0.9935488104820251, + 0.9840919375419617 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_eval.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..88115fcaa2ac1a7cb25f6bdf226ae568004c0dcb --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +820.0,820.0,-0.020127216,1000.0,10000.0,10.0,625.0,,128.0,0.0002497952,0.1,1.7626178 +802.5,811.25,-0.025157988,1176.4706,20000.0,17.0,1250.0,,288.0,0.0002495392,0.1,1.7585618 +831.29034,817.9301,-0.025943756,1250.0,30000.0,24.0,1875.0,,448.0,0.0002492832,0.1,1.7350453 +795.9036,812.42346,-0.02499955,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,1.715502 +759.0,801.7388,-0.025558593,1315.7894,50000.0,38.0,3125.0,,768.0,0.0002487712,0.1,1.6683645 +766.2,795.8157,-0.024221493,1333.3334,60000.0,45.0,3750.0,,928.0,0.0002485152,0.1,1.6593983 +779.0,793.41345,-0.02335795,1346.1538,70000.0,52.0,4375.0,,1088.0,0.0002482592,0.1,1.6528367 +794.4,793.53674,-0.025928525,1333.3334,80000.0,60.0,5000.0,,1248.0,0.0002480032,0.1,1.6387767 +814.2,795.8327,-0.020133348,1363.6364,90000.0,66.0,5625.0,,1376.0,0.0002477984,0.1,1.62068 +806.0,796.8494,-0.02394636,1369.863,100000.0,73.0,6250.0,,1536.0,0.0002475424,0.1,1.6011927 +774.6,794.8267,-0.022303462,1375.0,110000.0,80.0,6875.0,,1696.0,0.0002472864,0.1,1.6305251 +770.6,792.8078,-0.025462339,1379.3103,120000.0,87.0,7500.0,,1856.0,0.0002470304,0.1,1.6290314 +742.6,788.9456,-0.021701373,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.5765932 +704.2,782.8924,-0.022645442,1386.1387,140000.0,101.0,8750.0,,2176.0,0.0002465184,0.1,1.6033235 +673.4,775.5929,-0.022049233,1388.8889,150000.0,108.0,9375.0,,2336.0,0.0002462624,0.1,1.581415 +642.2,767.25586,-0.022285184,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.584188 +654.8,760.6408,-0.025313646,1404.9586,170000.0,121.0,10625.0,,2656.0,0.0002457504,0.1,1.5745362 +678.0,756.0496,-0.020541325,1406.25,180000.0,128.0,11250.0,,2784.0,0.0002455456,0.1,1.5070319 +693.8,752.7733,-0.025618104,1407.4073,190000.0,135.0,11875.0,,2944.0,0.0002452896,0.1,1.5153544 +687.0,749.4847,-0.022423511,1398.6014,200000.0,143.0,12500.0,,3104.0,0.0002450336,0.1,1.5716289 +744.2,749.23303,-0.023421481,1400.0,210000.0,150.0,13125.0,,3264.0,0.0002447776,0.1,1.5510557 +780.4,750.64966,-0.017146265,1392.405,220000.0,158.0,13750.0,,3424.0,0.0002445216,0.1,1.5024333 +819.6,753.6475,-0.021306803,1402.439,230000.0,164.0,14375.0,,3584.0,0.0002442656,0.1,1.537796 +815.2,756.2122,-0.027878078,1403.5088,240000.0,171.0,15000.0,,3744.0,0.0002440096,0.1,1.4680448 +801.4,758.0198,-0.022227552,1404.4944,250000.0,178.0,15625.0,,3904.0,0.0002437536,0.1,1.5101023 +791.8,759.31903,-0.015111587,1405.4054,260000.0,185.0,16250.0,,4032.0,0.0002435488,0.1,1.4353185 +795.4,760.6554,-0.025270455,1413.6125,270000.0,191.0,16875.0,,4192.0,0.0002432928,0.1,1.569499 +834.0,763.27484,-0.027695535,1414.1414,280000.0,198.0,17500.0,,4352.0,0.0002430368,0.1,1.5006766 +865.4,766.7964,-0.020513289,1407.767,290000.0,206.0,18125.0,,4512.0,0.0002427808,0.1,1.5116987 +899.8,771.22986,-0.027564406,1408.4507,300000.0,213.0,18750.0,,4672.0,0.0002425248,0.1,1.5652449 +899.4,775.36444,-0.015828503,1409.091,310000.0,220.0,19375.0,,4832.0,0.0002422688,0.1,1.4970431 +924.8,780.0342,-0.022066837,1403.5088,320000.0,228.0,20000.0,,4992.0,0.0002420128,0.1,1.5119733 +1027.2,787.52405,-0.017117918,1398.305,330000.0,236.0,20625.0,,5152.0,0.0002417568,0.1,1.4408171 +1091.6,796.4674,-0.01886923,1399.177,340000.0,243.0,21250.0,,5312.0,0.0002415008,0.1,1.5152779 +1188.8,807.67694,-0.01687317,1405.6224,350000.0,249.0,21875.0,,5440.0,0.000241296,0.1,1.4606385 +1243.4,819.7804,-0.026727248,1406.25,360000.0,256.0,22500.0,,5600.0,0.00024104,0.1,1.478688 +1368.6,834.61334,-0.024934966,1401.5151,370000.0,264.0,23125.0,,5760.0,0.000240784,0.1,1.4866471 +1488.0,851.80774,-0.025809886,1402.214,380000.0,271.0,23750.0,,5920.0,0.000240528,0.1,1.451061 +1515.2,868.8178,-0.022350222,1402.8777,390000.0,278.0,24375.0,,6080.0,0.000240272,0.1,1.4225376 +1525.6,885.2373,-0.018717764,1403.5088,400000.0,285.0,25000.0,,6240.0,0.000240016,0.1,1.4066443 +1526.8,900.8852,-0.02233436,1404.1096,410000.0,292.0,25625.0,,6400.0,0.00023976,0.1,1.4145014 +1576.6,916.9737,-0.022464853,1404.6823,420000.0,299.0,26250.0,,6560.0,0.000239504,0.1,1.4205847 +1641.6,933.8255,-0.019692384,1409.836,430000.0,305.0,26875.0,,6688.0,0.0002392992,0.1,1.4631648 +1896.0,955.6931,-0.017374558,1410.2565,440000.0,312.0,27500.0,,6848.0,0.0002390432,0.1,1.4023284 +1961.0,978.03326,-0.021883942,1410.6583,450000.0,319.0,28125.0,,7008.0,0.0002387872,0.1,1.3662528 +2156.6,1003.6543,-0.023890447,1411.043,460000.0,326.0,28750.0,,7168.0,0.0002385312,0.1,1.3044648 +2230.6,1029.7595,-0.021432305,1411.4114,470000.0,333.0,29375.0,,7328.0,0.0002382752,0.1,1.2810898 +2280.2,1055.8102,-0.022228004,1407.6246,480000.0,341.0,30000.0,,7488.0,0.0002380192,0.1,1.2624104 +2420.8,1083.6671,-0.023908282,1408.046,490000.0,348.0,30625.0,,7648.0,0.0002377632,0.1,1.2422196 +2452.8,1111.0498,-0.017194258,1404.4944,500000.0,356.0,31250.0,,7808.0,0.0002375072,0.1,1.2267804 +2622.0,1140.6763,-0.015713077,1404.9586,510000.0,363.0,31875.0,,7968.0,0.0002372512,0.1,1.2097602 +2692.8,1170.5249,-0.018840311,1405.4054,520000.0,370.0,32500.0,,8096.0,0.0002370464,0.1,1.1000333 +2770.0,1200.7036,-0.017287077,1402.1165,530000.0,378.0,33125.0,,8256.0,0.0002367904,0.1,1.1252215 +2833.8,1230.9462,-0.0143284835,1402.5974,540000.0,385.0,33750.0,,8416.0,0.0002365344,0.1,1.0751865 +2832.6,1260.0671,-0.014363062,1403.0613,550000.0,392.0,34375.0,,8576.0,0.0002362784,0.1,1.0595021 +2940.0,1290.066,-0.019382365,1403.5088,560000.0,399.0,35000.0,,8736.0,0.0002360224,0.1,1.134315 +2928.7,1318.814,-0.013381419,1403.9409,570000.0,406.0,35625.0,,8896.0,0.0002357664,0.1,1.0737679 +2943.9,1346.8328,-0.015060454,1400.9662,580000.0,414.0,36250.0,,9056.0,0.0002355104,0.1,1.0345216 +2958.4,1374.1473,-0.014486726,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.0229762 +2923.3,1399.9666,-0.00218909,1392.1113,600000.0,431.0,37500.0,,9344.0,0.0002350496,0.1,1.0457654 +2909.8,1424.7179,-0.006425693,1392.6941,610000.0,438.0,38125.0,,9504.0,0.0002347936,0.1,1.0658797 +2942.9,1449.2046,0.011689565,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.0368718 +2933.0,1472.757,-0.0034358208,1393.8053,630000.0,452.0,39375.0,,9824.0,0.0002342816,0.1,0.9278913 +3040.9,1497.2593,-0.014229799,1394.3356,640000.0,459.0,40000.0,,9984.0,0.0002340256,0.1,1.0486672 +3081.1,1521.6261,-0.005374069,1394.8497,650000.0,466.0,40625.0,,10144.0,0.0002337696,0.1,1.0162854 +3115.2,1545.7712,0.0070301304,1395.3489,660000.0,473.0,41250.0,,10304.0,0.0002335136,0.1,1.0405291 +3155.2,1569.7926,-0.01732877,1395.8334,670000.0,480.0,41875.0,,10464.0,0.0002332576,0.1,0.91009986 +3131.3,1592.7559,-0.004493332,1396.304,680000.0,487.0,42500.0,,10624.0,0.0002330016,0.1,0.95395803 +3114.2,1614.8058,-0.014944725,1399.5944,690000.0,493.0,43125.0,,10752.0,0.0002327968,0.1,0.9509096 +3124.6,1636.3744,-0.009356958,1400.0,700000.0,500.0,43750.0,,10912.0,0.0002325408,0.1,0.9216554 +3050.7,1656.2944,-0.009786006,1400.3945,710000.0,507.0,44375.0,,11072.0,0.0002322848,0.1,0.89306086 +3042.5,1675.5471,-0.010724947,1398.0582,720000.0,515.0,45000.0,,11232.0,0.0002320288,0.1,0.940393 +3046.8,1694.3313,-0.016430762,1398.4674,730000.0,522.0,45625.0,,11392.0,0.0002317728,0.1,1.0473115 +3017.2,1712.208,0.0121514145,1398.8658,740000.0,529.0,46250.0,,11552.0,0.0002315168,0.1,0.9497159 +3038.7,1729.8945,-4.121504e-05,1399.2538,750000.0,536.0,46875.0,,11712.0,0.0002312608,0.1,0.9557357 +3043.5,1747.1788,-0.014721705,1399.6317,760000.0,543.0,47500.0,,11872.0,0.0002310048,0.1,1.0703117 +3054.9,1764.1624,-0.007657313,1400.0,770000.0,550.0,48125.0,,12000.0,0.0002308,0.1,0.95149875 +3040.7,1780.5282,-0.012602069,1400.359,780000.0,557.0,48750.0,,12160.0,0.000230544,0.1,1.0707757 +3024.7,1796.2773,-0.004803243,1400.7092,790000.0,564.0,49375.0,,12320.0,0.000230288,0.1,0.98770845 +3040.6,1811.8313,0.009321009,1401.0508,800000.0,571.0,50000.0,,12480.0,0.000230032,0.1,0.9847975 +3099.9,1827.7334,-0.010716062,1398.9637,810000.0,579.0,50625.0,,12640.0,0.000229776,0.1,1.010352 +3038.1,1842.4939,-0.008322614,1396.9336,820000.0,587.0,51250.0,,12800.0,0.00022952,0.1,0.9224367 +3069.5,1857.2771,-5.8601727e-06,1397.3064,830000.0,594.0,51875.0,,12960.0,0.000229264,0.1,1.054439 +3038.0,1871.3334,-0.01483946,1395.3489,840000.0,602.0,52500.0,,13120.0,0.000229008,0.1,1.0259856 +2978.9,1884.3636,-0.01092665,1395.7307,850000.0,609.0,53125.0,,13280.0,0.000228752,0.1,1.0913956 +3098.3,1898.4791,-0.008837102,1396.1039,860000.0,616.0,53750.0,,13408.0,0.0002285472,0.1,0.9809719 +3140.5,1912.7552,-0.008688164,1394.2307,870000.0,624.0,54375.0,,13568.0,0.0002282912,0.1,0.9742193 +3075.1,1925.9634,-0.0029274556,1392.405,880000.0,632.0,55000.0,,13728.0,0.0002280352,0.1,1.0722213 +3095.7,1939.1066,-0.008208376,1392.8013,890000.0,639.0,55625.0,,13888.0,0.0002277792,0.1,0.9296955 +3085.0,1951.8387,-0.009366071,1393.1888,900000.0,646.0,56250.0,,14048.0,0.0002275232,0.1,0.99344975 +3095.0,1964.4009,0.013337947,1391.4373,910000.0,654.0,56875.0,,14208.0,0.0002272672,0.1,1.0505239 +3176.2,1977.5726,-0.011472599,1393.9395,920000.0,660.0,57500.0,,14368.0,0.0002270112,0.1,1.0620131 +3207.2,1990.7946,-0.010434238,1392.2156,930000.0,668.0,58125.0,,14528.0,0.0002267552,0.1,1.0717752 +3179.9,2003.4447,-0.005157175,1392.5927,940000.0,675.0,58750.0,,14656.0,0.0002265504,0.1,0.9739417 +3151.9,2015.5337,0.007839158,1392.9619,950000.0,682.0,59375.0,,14816.0,0.0002262944,0.1,1.0794184 +3112.2,2026.9574,-0.003389848,1393.3236,960000.0,689.0,60000.0,,14976.0,0.0002260384,0.1,1.0419428 +3105.6,2038.0773,0.005649654,1391.6786,970000.0,697.0,60625.0,,15136.0,0.0002257824,0.1,0.99238724 +3120.7,2049.1245,-0.013196346,1392.0454,980000.0,704.0,61250.0,,15296.0,0.0002255264,0.1,1.0269248 +3184.7,2060.595,0.006506517,1392.405,990000.0,711.0,61875.0,,15456.0,0.0002252704,0.1,1.1119341 +3244.7,2072.436,-0.0097115785,1392.7577,1000000.0,718.0,62500.0,,15616.0,0.0002250144,0.1,1.1046388 +3210.4,2096.34,-0.0048552356,1393.1034,1010000.0,725.0,63125.0,,15776.0,0.0002247584,0.1,1.0475252 +3184.9,2120.164,0.0087877605,1393.4426,1020000.0,732.0,63750.0,,15936.0,0.0002245024,0.1,1.0928444 +3169.1,2143.542,0.00047021377,1395.664,1030000.0,738.0,64375.0,,16064.0,0.0002242976,0.1,1.0793394 +3104.8,2166.6309,-0.0011321898,1394.1019,1040000.0,746.0,65000.0,,16224.0,0.0002240416,0.1,1.0265756 +3155.5,2190.5957,0.004524146,1394.4224,1050000.0,753.0,65625.0,,16384.0,0.0002237856,0.1,1.120264 +3153.2,2214.4658,0.0017181024,1394.7368,1060000.0,760.0,66250.0,,16544.0,0.0002235296,0.1,1.1583797 +3169.1,2238.367,-0.005544216,1395.0457,1070000.0,767.0,66875.0,,16704.0,0.0002232736,0.1,1.0543084 +3222.1,2262.6438,0.0038542578,1395.3489,1080000.0,774.0,67500.0,,16864.0,0.0002230176,0.1,1.1278304 +3226.2,2286.764,-0.010121554,1395.6466,1090000.0,781.0,68125.0,,17024.0,0.0002227616,0.1,1.2059077 +3325.7,2311.961,-0.011596454,1394.1698,1100000.0,789.0,68750.0,,17184.0,0.0002225056,0.1,1.0966477 +3385.9,2338.074,0.006897441,1394.4724,1110000.0,796.0,69375.0,,17312.0,0.0002223008,0.1,1.1221302 +3355.4,2363.922,0.008318537,1394.7697,1120000.0,803.0,70000.0,,17472.0,0.0002220448,0.1,1.0426979 +3420.1,2390.697,0.0056411102,1395.0618,1130000.0,810.0,70625.0,,17632.0,0.0002217888,0.1,1.0929556 +3370.0,2417.355,-0.019911412,1395.3489,1140000.0,817.0,71250.0,,17792.0,0.0002215328,0.1,1.1478119 +3369.1,2444.3118,0.010577707,1397.3269,1150000.0,823.0,71875.0,,17952.0,0.0002212768,0.1,1.1644657 +3369.3,2471.5828,-0.001147373,1397.5903,1160000.0,830.0,72500.0,,18112.0,0.0002210208,0.1,1.1131169 +3305.6,2498.0908,0.0055447128,1396.1814,1170000.0,838.0,73125.0,,18272.0,0.0002207648,0.1,1.0679128 +3245.7,2523.7678,0.017558396,1396.4497,1180000.0,845.0,73750.0,,18432.0,0.0002205088,0.1,1.0309074 +3189.9,2548.729,-0.017357685,1396.7136,1190000.0,852.0,74375.0,,18592.0,0.0002202528,0.1,1.0944304 +3178.8,2573.647,0.012020191,1396.9733,1200000.0,859.0,75000.0,,18720.0,0.000220048,0.1,1.0878146 +3236.1,2598.566,0.0008024818,1397.2286,1210000.0,866.0,75625.0,,18880.0,0.000219792,0.1,1.0886033 +3312.0,2623.8818,0.00842824,1397.48,1220000.0,873.0,76250.0,,19040.0,0.000219536,0.1,1.0554177 +3295.1,2648.637,0.006690157,1396.1407,1230000.0,881.0,76875.0,,19200.0,0.00021928,0.1,1.0696607 +3262.4,2673.1091,-0.019873746,1396.3964,1240000.0,888.0,77500.0,,19360.0,0.000219024,0.1,1.0767528 +3175.4,2696.849,-0.00961118,1396.6481,1250000.0,895.0,78125.0,,19520.0,0.000218768,0.1,1.1713889 +3140.1,2720.3318,-0.008297957,1396.8958,1260000.0,902.0,78750.0,,19680.0,0.000218512,0.1,1.1153622 +3182.4,2744.202,-0.008423622,1397.1398,1270000.0,909.0,79375.0,,19840.0,0.000218256,0.1,1.1189623 +3204.6,2767.9082,0.004229486,1397.3799,1280000.0,916.0,80000.0,,20000.0,0.000218,0.1,1.0960577 +3300.5,2792.259,-0.005215355,1399.1323,1290000.0,922.0,80625.0,,20128.0,0.0002177952,0.1,1.1097938 +3337.2,2816.6328,-0.0016051811,1399.3541,1300000.0,929.0,81250.0,,20288.0,0.0002175392,0.1,1.1282704 +3288.1,2840.5198,0.0018054076,1399.5726,1310000.0,936.0,81875.0,,20448.0,0.0002172832,0.1,1.0466838 +3237.6,2863.6475,0.019315312,1399.788,1320000.0,943.0,82500.0,,20608.0,0.0002170272,0.1,1.0381827 +3195.4,2885.3296,0.0058344337,1400.0,1330000.0,950.0,83125.0,,20768.0,0.0002167712,0.1,1.1000886 +3295.6,2907.37,0.0023305137,1400.209,1340000.0,957.0,83750.0,,20928.0,0.0002165152,0.1,1.0035137 +3351.5,2928.9968,0.005832041,1400.4149,1350000.0,964.0,84375.0,,21088.0,0.0002162592,0.1,1.1570365 +3326.1,2949.824,-0.01105839,1400.6179,1360000.0,971.0,85000.0,,21248.0,0.0002160032,0.1,1.0702372 +3334.0,2969.4778,-0.0046771592,1400.818,1370000.0,978.0,85625.0,,21376.0,0.0002157984,0.1,1.050341 +3213.2,2986.7297,-0.013603186,1401.0153,1380000.0,985.0,86250.0,,21536.0,0.0002155424,0.1,1.1294066 +3316.0,3004.7378,0.005025522,1399.7986,1390000.0,993.0,86875.0,,21696.0,0.0002152864,0.1,1.1049453 +3300.3,3022.485,0.031118732,1400.0,1400000.0,1000.0,87500.0,,21856.0,0.0002150304,0.1,1.0335163 +3314.1,3040.358,0.00674899,1400.1986,1410000.0,1007.0,88125.0,,22016.0,0.0002147744,0.1,0.9776379 +3325.6,3057.8481,-0.0070146527,1400.3945,1420000.0,1014.0,88750.0,,22176.0,0.0002145184,0.1,1.0407804 +3246.9,3073.901,-0.004363265,1400.5876,1430000.0,1021.0,89375.0,,22336.0,0.0002142624,0.1,1.1802351 +3301.5,3087.956,0.009678478,1400.7782,1440000.0,1028.0,90000.0,,22496.0,0.0002140064,0.1,1.0638306 +3342.6,3101.772,0.019604173,1400.9662,1450000.0,1035.0,90625.0,,22656.0,0.0002137504,0.1,1.1147158 +3352.7,3113.7332,-0.0032946959,1401.1516,1460000.0,1042.0,91250.0,,22784.0,0.0002135456,0.1,1.1973623 +3418.7,3125.6138,0.0030102448,1402.6718,1470000.0,1048.0,91875.0,,22944.0,0.0002132896,0.1,1.087219 +3471.3,3137.5247,-0.002557355,1401.5151,1480000.0,1056.0,92500.0,,23104.0,0.0002130336,0.1,1.1923916 +3427.5,3147.5918,0.0052048527,1403.0132,1490000.0,1062.0,93125.0,,23264.0,0.0002127776,0.1,1.2061623 +3391.2,3156.9758,0.012467608,1401.8691,1500000.0,1070.0,93750.0,,23424.0,0.0002125216,0.1,1.1878649 +3408.1,3164.837,0.00035205786,1403.3457,1510000.0,1076.0,94375.0,,23584.0,0.0002122656,0.1,1.2668693 +3361.2,3171.5205,0.0021357087,1402.214,1520000.0,1084.0,95000.0,,23744.0,0.0002120096,0.1,1.2556583 +3360.4,3177.4248,0.0018612768,1402.3832,1530000.0,1091.0,95625.0,,23904.0,0.0002117536,0.1,1.1203417 +3391.8,3183.005,0.014828965,1403.8286,1540000.0,1097.0,96250.0,,24032.0,0.0002115488,0.1,1.2305152 +3322.6,3187.905,-0.0009218111,1403.9855,1550000.0,1104.0,96875.0,,24192.0,0.0002112928,0.1,1.2146008 +3284.4,3191.349,0.016742902,1402.8777,1560000.0,1112.0,97500.0,,24352.0,0.0002110368,0.1,1.2621291 +3227.1,3194.3328,0.0117199635,1403.0385,1570000.0,1119.0,98125.0,,24512.0,0.0002107808,0.1,1.166532 +3222.9,3197.123,0.013030764,1404.4445,1580000.0,1125.0,98750.0,,24672.0,0.0002105248,0.1,1.1832848 +3264.0,3200.179,-0.005405858,1404.5936,1590000.0,1132.0,99375.0,,24832.0,0.0002102688,0.1,1.2230536 +3271.7,3203.6628,0.0038450172,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,1.2356548 +3406.7,3208.6316,0.0067398464,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.2121577 +3374.0,3212.9429,0.022308212,1402.5974,1620000.0,1155.0,101250.0,,25312.0,0.0002095008,0.1,1.1728927 +3391.1,3217.5234,0.0032471172,1402.7539,1630000.0,1162.0,101875.0,,25440.0,0.000209296,0.1,1.1770666 +3400.3,3221.118,0.021731105,1402.9084,1640000.0,1169.0,102500.0,,25600.0,0.00020904,0.1,1.1545533 +3379.7,3224.1038,0.016017139,1403.0613,1650000.0,1176.0,103125.0,,25760.0,0.000208784,0.1,1.1024799 +3351.3,3226.465,0.0030576582,1402.027,1660000.0,1184.0,103750.0,,25920.0,0.000208528,0.1,1.147323 +3336.3,3228.2764,0.030047044,1402.183,1670000.0,1191.0,104375.0,,26080.0,0.000208272,0.1,1.193936 +3355.6,3230.519,-0.0022311509,1402.3373,1680000.0,1198.0,105000.0,,26240.0,0.000208016,0.1,1.1002103 +3389.5,3233.2722,0.025575131,1402.4896,1690000.0,1205.0,105625.0,,26400.0,0.00020776,0.1,1.1773818 +3488.8,3236.914,0.049218584,1402.6403,1700000.0,1212.0,106250.0,,26560.0,0.000207504,0.1,1.175418 +3460.6,3241.0127,0.01758028,1402.7892,1710000.0,1219.0,106875.0,,26688.0,0.0002072992,0.1,1.1722344 +3492.3,3245.511,0.016269306,1402.9364,1720000.0,1226.0,107500.0,,26848.0,0.0002070432,0.1,1.2182114 +3456.1,3249.604,0.038280513,1403.0819,1730000.0,1233.0,108125.0,,27008.0,0.0002067872,0.1,1.109903 +3495.6,3254.3877,0.022256926,1403.2258,1740000.0,1240.0,108750.0,,27168.0,0.0002065312,0.1,1.0833409 +3443.6,3258.4368,0.019934222,1403.368,1750000.0,1247.0,109375.0,,27328.0,0.0002062752,0.1,1.2671394 +3513.8,3263.1396,0.023227723,1403.5088,1760000.0,1254.0,110000.0,,27488.0,0.0002060192,0.1,1.1530819 +3433.2,3266.9229,0.01949461,1403.648,1770000.0,1261.0,110625.0,,27648.0,0.0002057632,0.1,1.1059594 +3406.5,3270.581,0.041296516,1404.8934,1780000.0,1267.0,111250.0,,27808.0,0.0002055072,0.1,1.0554798 +3456.8,3274.902,0.025057353,1403.9215,1790000.0,1275.0,111875.0,,27968.0,0.0002052512,0.1,1.0421233 +3475.6,3279.2522,0.030419743,1405.1522,1800000.0,1281.0,112500.0,,28096.0,0.0002050464,0.1,1.1008611 +3531.9,3283.5723,0.013804913,1405.2795,1810000.0,1288.0,113125.0,,28256.0,0.0002047904,0.1,1.0957866 +3460.4,3287.7954,0.0061348304,1405.4054,1820000.0,1295.0,113750.0,,28416.0,0.0002045344,0.1,1.1005579 +3446.5,3291.5654,0.028004248,1405.5299,1830000.0,1302.0,114375.0,,28576.0,0.0002042784,0.1,1.1500587 +3495.1,3296.1362,0.022557592,1405.6532,1840000.0,1309.0,115000.0,,28736.0,0.0002040224,0.1,1.1586976 +3502.9,3301.376,0.029031891,1405.775,1850000.0,1316.0,115625.0,,28896.0,0.0002037664,0.1,1.0406766 +3551.5,3305.9082,0.016034,1405.8958,1860000.0,1323.0,116250.0,,29056.0,0.0002035104,0.1,1.1460932 +3507.7,3309.58,0.010659265,1406.015,1870000.0,1330.0,116875.0,,29216.0,0.0002032544,0.1,1.1284709 +3382.2,3312.651,0.023641232,1407.1857,1880000.0,1336.0,117500.0,,29344.0,0.0002030496,0.1,1.0369816 +3352.4,3315.2178,0.013973438,1407.2971,1890000.0,1343.0,118125.0,,29504.0,0.0002027936,0.1,1.0343003 +3388.0,3318.2478,-0.005079059,1407.4073,1900000.0,1350.0,118750.0,,29664.0,0.0002025376,0.1,1.1161759 +3431.0,3321.608,0.01255306,1406.4801,1910000.0,1358.0,119375.0,,29824.0,0.0002022816,0.1,1.1099398 +3543.7,3325.2832,0.013744186,1407.6246,1920000.0,1364.0,120000.0,,29984.0,0.0002020256,0.1,1.0881063 +3652.7,3329.7378,0.02437761,1406.7056,1930000.0,1372.0,120625.0,,30144.0,0.0002017696,0.1,1.0483241 +3677.4,3334.713,0.027168728,1406.8165,1940000.0,1379.0,121250.0,,30304.0,0.0002015136,0.1,1.1394393 +3586.9,3339.0627,0.039105065,1406.9264,1950000.0,1386.0,121875.0,,30464.0,0.0002012576,0.1,1.069253 +3578.1,3343.7222,0.031237176,1406.0259,1960000.0,1394.0,122500.0,,30624.0,0.0002010016,0.1,1.0023216 +3602.5,3348.691,0.026082462,1407.1428,1970000.0,1400.0,123125.0,,30752.0,0.0002007968,0.1,1.0897253 +3627.6,3353.76,-0.00012703292,1407.2495,1980000.0,1407.0,123750.0,,30912.0,0.0002005408,0.1,1.0598559 +3720.1,3359.1138,0.01713873,1407.355,1990000.0,1414.0,124375.0,,31072.0,0.0002002848,0.1,1.1538085 +3715.0,3363.817,0.040474635,1407.4596,2000000.0,1421.0,125000.0,,31232.0,0.0002000288,0.1,1.0594234 +3765.8,3369.3706,0.0150192585,1407.563,2010000.0,1428.0,125625.0,,31392.0,0.0001997728,0.1,1.0100421 +3708.5,3374.6072,0.017510047,1407.6655,2020000.0,1435.0,126250.0,,31552.0,0.0001995168,0.1,1.071207 +3707.5,3379.9912,-0.0004965322,1408.7439,2030000.0,1441.0,126875.0,,31712.0,0.0001992608,0.1,1.0445793 +3679.3,3385.7363,0.01094078,1407.8676,2040000.0,1449.0,127500.0,,31872.0,0.0001990048,0.1,0.97721034 +3665.7,3390.8381,0.029885666,1408.9347,2050000.0,1455.0,128125.0,,32000.0,0.0001988,0.1,1.0284969 +3666.9,3395.9753,0.025981417,1409.0287,2060000.0,1462.0,128750.0,,32160.0,0.000198544,0.1,1.0377085 +3645.8,3400.7422,0.014909836,1409.1218,2070000.0,1469.0,129375.0,,32320.0,0.000198288,0.1,1.0171139 +3725.6,3405.7769,0.024060102,1409.2141,2080000.0,1476.0,130000.0,,32480.0,0.000198032,0.1,1.0321348 +3741.6,3410.931,0.021655908,1409.3054,2090000.0,1483.0,130625.0,,32640.0,0.000197776,0.1,0.9577609 +3765.1,3415.325,0.0054225847,1409.396,2100000.0,1490.0,131250.0,,32800.0,0.00019752,0.1,1.0716919 +3688.8,3418.354,0.018873423,1409.4856,2110000.0,1497.0,131875.0,,32960.0,0.000197264,0.1,1.0636783 +3718.1,3421.981,0.01904722,1408.6378,2120000.0,1505.0,132500.0,,33120.0,0.000197008,0.1,0.96751094 +3708.0,3424.86,0.020162478,1408.7301,2130000.0,1512.0,133125.0,,33280.0,0.000196752,0.1,0.97762924 +3711.5,3428.275,0.013043,1409.7496,2140000.0,1518.0,133750.0,,33408.0,0.0001965472,0.1,0.9754575 +3658.4,3431.1682,0.020651752,1409.836,2150000.0,1525.0,134375.0,,33568.0,0.0001962912,0.1,1.0119988 +3619.0,3433.665,0.0024336483,1409.002,2160000.0,1533.0,135000.0,,33728.0,0.0001960352,0.1,0.99755573 +3628.1,3436.89,0.016321234,1408.1765,2170000.0,1541.0,135625.0,,33888.0,0.0001957792,0.1,0.99803686 +3638.0,3440.8132,0.016472919,1407.3596,2180000.0,1549.0,136250.0,,34048.0,0.0001955232,0.1,0.94999593 +3647.4,3445.3882,0.028006343,1406.551,2190000.0,1557.0,136875.0,,34208.0,0.0001952672,0.1,0.94997513 +3679.7,3450.397,0.011406588,1407.5496,2200000.0,1563.0,137500.0,,34368.0,0.0001950112,0.1,0.94198656 +3723.9,3455.275,-0.0051839235,1406.7473,2210000.0,1571.0,138125.0,,34528.0,0.0001947552,0.1,0.9600882 +3782.5,3459.98,0.02488943,1406.8441,2220000.0,1578.0,138750.0,,34656.0,0.0001945504,0.1,0.8912359 +3889.1,3465.92,0.029323101,1407.8282,2230000.0,1584.0,139375.0,,34816.0,0.0001942944,0.1,0.99014497 +3826.4,3471.56,0.018605474,1407.9196,2240000.0,1591.0,140000.0,,34976.0,0.0001940384,0.1,1.0166495 +3730.4,3477.11,0.0089196,1407.1295,2250000.0,1599.0,140625.0,,35136.0,0.0001937824,0.1,1.0155978 +3694.6,3482.655,-0.0058112675,1406.3473,2260000.0,1607.0,141250.0,,35296.0,0.0001935264,0.1,1.0165877 +3693.6,3487.767,0.017338544,1405.5728,2270000.0,1615.0,141875.0,,35456.0,0.0001932704,0.1,0.97430336 +3688.9,3492.61,0.026072597,1404.8059,2280000.0,1623.0,142500.0,,35616.0,0.0001930144,0.1,1.0025971 +3661.3,3496.218,0.014955101,1404.908,2290000.0,1630.0,143125.0,,35776.0,0.0001927584,0.1,1.0000445 +3649.9,3499.3452,0.009778509,1405.0092,2300000.0,1637.0,143750.0,,35936.0,0.0001925024,0.1,1.03944 +3732.6,3503.7903,0.019574797,1404.2554,2310000.0,1645.0,144375.0,,36064.0,0.0001922976,0.1,0.96020687 +3726.7,3508.681,0.0006640349,1403.5088,2320000.0,1653.0,145000.0,,36224.0,0.0001920416,0.1,1.0027549 +3690.9,3513.636,0.024487538,1403.6145,2330000.0,1660.0,145625.0,,36384.0,0.0001917856,0.1,0.9882167 +3658.8,3517.2678,-0.0011627686,1403.7192,2340000.0,1667.0,146250.0,,36544.0,0.0001915296,0.1,0.98402053 +3717.1,3520.9238,0.028602105,1403.8231,2350000.0,1674.0,146875.0,,36704.0,0.0001912736,0.1,0.89178705 +3730.1,3524.964,0.016578496,1403.9263,2360000.0,1681.0,147500.0,,36864.0,0.0001910176,0.1,0.98460793 +3824.4,3529.868,0.023516092,1404.0284,2370000.0,1688.0,148125.0,,37024.0,0.0001907616,0.1,0.9072162 +3815.4,3535.89,0.014204647,1403.3019,2380000.0,1696.0,148750.0,,37184.0,0.0001905056,0.1,0.9414441 +3742.7,3540.157,0.026011657,1404.2303,2390000.0,1702.0,149375.0,,37312.0,0.0001903008,0.1,0.8953241 +3684.9,3544.0032,-0.0012652983,1404.3301,2400000.0,1709.0,150000.0,,37472.0,0.0001900448,0.1,0.9410473 +3607.2,3546.9338,0.013772892,1404.429,2410000.0,1716.0,150625.0,,37632.0,0.0001897888,0.1,0.9694127 +3626.3,3549.941,0.028527439,1403.7123,2420000.0,1724.0,151250.0,,37792.0,0.0001895328,0.1,0.81292915 +3670.7,3554.1787,0.013537936,1403.8129,2430000.0,1731.0,151875.0,,37952.0,0.0001892768,0.1,0.8547193 +3720.2,3558.3657,0.012343908,1403.9126,2440000.0,1738.0,152500.0,,38112.0,0.0001890208,0.1,0.999495 +3694.9,3561.8892,0.017370062,1404.0115,2450000.0,1745.0,153125.0,,38272.0,0.0001887648,0.1,0.88995755 +3610.1,3564.463,0.024300966,1404.1096,2460000.0,1752.0,153750.0,,38432.0,0.0001885088,0.1,0.9050671 +3666.6,3566.9417,0.0050734137,1403.409,2470000.0,1760.0,154375.0,,38592.0,0.0001882528,0.1,0.8782553 +3744.6,3569.6748,0.008713948,1404.3035,2480000.0,1766.0,155000.0,,38720.0,0.000188048,0.1,1.0221937 +3868.5,3574.0847,0.015336817,1404.3993,2490000.0,1773.0,155625.0,,38880.0,0.000187792,0.1,0.90765345 +3869.4,3578.867,0.00064545235,1403.7058,2500000.0,1781.0,156250.0,,39040.0,0.000187536,0.1,0.94486624 +3829.7,3583.083,0.007466916,1403.8031,2510000.0,1788.0,156875.0,,39200.0,0.00018728,0.1,0.9070511 +3775.4,3587.225,0.016761735,1405.4657,2520000.0,1793.0,157500.0,,39360.0,0.000187024,0.1,0.8266823 +3734.6,3590.9673,-0.0022470672,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,0.93868625 +3766.3,3594.712,0.008971505,1408.7632,2540000.0,1803.0,158750.0,,39680.0,0.000186512,0.1,0.9418838 +3723.1,3598.7173,0.04544077,1410.3982,2550000.0,1808.0,159375.0,,39840.0,0.000186256,0.1,0.86671317 +3740.2,3603.275,0.014493676,1412.0243,2560000.0,1813.0,160000.0,,40000.0,0.000186,0.1,0.9623425 +3756.9,3608.5732,0.0303802,1413.6414,2570000.0,1818.0,160625.0,,40128.0,0.0001857952,0.1,0.9025102 +3733.9,3613.6829,0.01701066,1415.2496,2580000.0,1823.0,161250.0,,40288.0,0.0001855392,0.1,0.9171598 +3781.5,3618.8582,0.010271604,1416.0743,2590000.0,1829.0,161875.0,,40448.0,0.0001852832,0.1,0.89266956 +3810.9,3624.2502,0.004789717,1417.6663,2600000.0,1834.0,162500.0,,40608.0,0.0001850272,0.1,0.90279126 +3848.8,3628.6711,0.008171166,1419.2496,2610000.0,1839.0,163125.0,,40768.0,0.0001847712,0.1,0.94313234 +3881.3,3633.7444,0.0124200275,1420.8243,2620000.0,1844.0,163750.0,,40928.0,0.0001845152,0.1,0.95269716 +3833.6,3638.1694,-0.000121536956,1422.3905,2630000.0,1849.0,164375.0,,41088.0,0.0001842592,0.1,1.0034572 +3744.6,3641.6123,0.013820581,1423.9482,2640000.0,1854.0,165000.0,,41248.0,0.0001840032,0.1,0.8902071 +3690.6,3644.721,0.010131207,1425.4976,2650000.0,1859.0,165625.0,,41376.0,0.0001837984,0.1,0.815379 +3743.1,3648.6387,0.015711123,1427.0386,2660000.0,1864.0,166250.0,,41536.0,0.0001835424,0.1,0.83399636 +3763.9,3652.915,-0.005551705,1428.5714,2670000.0,1869.0,166875.0,,41696.0,0.0001832864,0.1,0.8620031 +3823.7,3657.596,0.016119488,1429.3334,2680000.0,1875.0,167500.0,,41856.0,0.0001830304,0.1,0.8774691 +3782.5,3661.5256,-0.0074438145,1430.8511,2690000.0,1880.0,168125.0,,42016.0,0.0001827744,0.1,0.93268967 +3812.6,3664.7637,-0.0061753117,1432.3607,2700000.0,1885.0,168750.0,,42176.0,0.0001825184,0.1,0.88110805 +3829.7,3668.4546,0.011393538,1433.8624,2710000.0,1890.0,169375.0,,42336.0,0.0001822624,0.1,0.8996744 +3886.4,3672.396,0.00917438,1435.3562,2720000.0,1895.0,170000.0,,42496.0,0.0001820064,0.1,0.8820992 +3890.4,3676.739,-0.0006205205,1436.8422,2730000.0,1900.0,170625.0,,42656.0,0.0001817504,0.1,0.8182224 +3884.4,3680.6272,-0.0031111937,1439.0757,2740000.0,1904.0,171250.0,,42784.0,0.0001815456,0.1,0.9418241 +3803.8,3684.229,0.014943661,1440.5448,2750000.0,1909.0,171875.0,,42944.0,0.0001812896,0.1,0.9046432 +3725.5,3686.3462,0.018526865,1441.2533,2760000.0,1915.0,172500.0,,43104.0,0.0001810336,0.1,0.87706697 +3688.0,3688.894,-0.005059485,1441.9573,2770000.0,1921.0,173125.0,,43264.0,0.0001807776,0.1,0.8410964 +3755.9,3692.3884,0.0020928616,1443.406,2780000.0,1926.0,173750.0,,43424.0,0.0001805216,0.1,0.8354635 +3738.0,3695.2,0.0048029236,1444.8473,2790000.0,1931.0,174375.0,,43584.0,0.0001802656,0.1,0.8772409 +3726.9,3697.7131,0.0031106116,1446.281,2800000.0,1936.0,175000.0,,43744.0,0.0001800096,0.1,0.96361494 +3684.2,3699.2358,0.0051082424,1446.9619,2810000.0,1942.0,175625.0,,43904.0,0.0001797536,0.1,0.8904098 +3752.9,3702.161,0.0075037284,1449.1265,2820000.0,1946.0,176250.0,,44032.0,0.0001795488,0.1,0.893218 +3862.8,3706.324,0.0075296396,1449.795,2830000.0,1952.0,176875.0,,44192.0,0.0001792928,0.1,0.8435018 +3920.7,3710.5796,-0.0104377195,1450.4596,2840000.0,1958.0,177500.0,,44352.0,0.0001790368,0.1,0.90762496 +3983.6,3715.387,-0.003762328,1451.1201,2850000.0,1964.0,178125.0,,44512.0,0.0001787808,0.1,0.94025683 +3894.4,3718.816,0.007954349,1452.5139,2860000.0,1969.0,178750.0,,44672.0,0.0001785248,0.1,0.8509029 +3883.0,3722.5688,-0.0047293333,1453.9008,2870000.0,1974.0,179375.0,,44832.0,0.0001782688,0.1,0.9108628 +3730.6,3726.0527,0.008743681,1454.5454,2880000.0,1980.0,180000.0,,44992.0,0.0001780128,0.1,0.8779688 +3725.0,3729.7788,0.013947268,1455.9194,2890000.0,1985.0,180625.0,,45152.0,0.0001777568,0.1,0.86946154 +3704.7,3732.946,0.019482117,1457.2864,2900000.0,1990.0,181250.0,,45312.0,0.0001775008,0.1,0.88589674 +3741.3,3736.0488,8.916797e-05,1458.6466,2910000.0,1995.0,181875.0,,45440.0,0.000177296,0.1,0.9006468 +3845.8,3739.07,-0.0014627897,1459.2704,2920000.0,2001.0,182500.0,,45600.0,0.00017704,0.1,0.8168235 +3907.9,3741.622,0.0139672365,1459.8904,2930000.0,2007.0,183125.0,,45760.0,0.000176784,0.1,0.8772868 +3888.1,3743.7295,0.008775472,1460.5067,2940000.0,2013.0,183750.0,,45920.0,0.000176528,0.1,0.9085337 +3853.9,3746.3992,0.013324679,1461.1194,2950000.0,2019.0,184375.0,,46080.0,0.000176272,0.1,0.8398258 +3815.5,3748.7727,0.0058532706,1461.7284,2960000.0,2025.0,185000.0,,46240.0,0.000176016,0.1,0.8465343 +3884.6,3751.594,0.0048068305,1463.0542,2970000.0,2030.0,185625.0,,46400.0,0.00017576,0.1,0.8743973 +3919.8,3754.5164,-0.012051836,1463.6542,2980000.0,2036.0,186250.0,,46560.0,0.000175504,0.1,0.97463876 +3959.1,3756.9062,-0.004090826,1464.2507,2990000.0,2042.0,186875.0,,46688.0,0.0001752992,0.1,0.83929944 +3889.2,3758.6475,-0.0062421085,1465.5593,3000000.0,2047.0,187500.0,,46848.0,0.0001750432,0.1,0.8899021 +3834.9,3759.3389,0.010844603,1466.1471,3010000.0,2053.0,188125.0,,47008.0,0.0001747872,0.1,0.8768548 +3819.9,3760.453,0.015423328,1467.4441,3020000.0,2058.0,188750.0,,47168.0,0.0001745312,0.1,0.8049872 +3790.2,3761.28,-0.0029910938,1468.0233,3030000.0,2064.0,189375.0,,47328.0,0.0001742752,0.1,0.8774704 +3807.5,3762.5618,0.008012721,1469.3088,3040000.0,2069.0,190000.0,,47488.0,0.0001740192,0.1,0.87409925 +3807.9,3763.9836,-0.0006486534,1470.5883,3050000.0,2074.0,190625.0,,47648.0,0.0001737632,0.1,0.83971906 +3822.5,3765.5398,0.021391103,1471.1538,3060000.0,2080.0,191250.0,,47808.0,0.0001735072,0.1,0.8459634 +3789.0,3766.9722,0.006327336,1472.4221,3070000.0,2085.0,191875.0,,47968.0,0.0001732512,0.1,0.80557406 +3768.0,3767.396,-0.00029056973,1473.6842,3080000.0,2090.0,192500.0,,48096.0,0.0001730464,0.1,0.7786317 +3729.8,3767.278,0.012852638,1474.9403,3090000.0,2095.0,193125.0,,48256.0,0.0001727904,0.1,0.7408507 +3728.4,3766.911,-0.0053542503,1476.1904,3100000.0,2100.0,193750.0,,48416.0,0.0001725344,0.1,0.7900253 +3767.7,3767.7,0.0017857847,1476.7332,3110000.0,2106.0,194375.0,,48576.0,0.0001722784,0.1,0.7773458 +3837.6,3768.895,-0.0064968057,1477.9725,3120000.0,2111.0,195000.0,,48736.0,0.0001720224,0.1,0.9316919 +3850.8,3770.3232,0.0030302154,1478.5073,3130000.0,2117.0,195625.0,,48896.0,0.0001717664,0.1,0.7903575 +3830.6,3771.5137,0.0038830366,1479.7361,3140000.0,2122.0,196250.0,,49056.0,0.0001715104,0.1,0.82422554 +3791.3,3772.843,0.0003887529,1480.9591,3150000.0,2127.0,196875.0,,49216.0,0.0001712544,0.1,0.7573433 +3760.4,3774.257,0.015799463,1482.1764,3160000.0,2132.0,197500.0,,49344.0,0.0001710496,0.1,0.7886096 +3742.5,3775.4014,-0.0025151323,1483.388,3170000.0,2137.0,198125.0,,49504.0,0.0001707936,0.1,0.8699359 +3760.4,3776.6252,-0.0029913408,1484.5939,3180000.0,2142.0,198750.0,,49664.0,0.0001705376,0.1,0.78597665 +3746.4,3777.6152,0.004353549,1485.7942,3190000.0,2147.0,199375.0,,49824.0,0.0001702816,0.1,0.8277372 +3758.3,3778.4014,0.007268273,1486.2982,3200000.0,2153.0,200000.0,,49984.0,0.0001700256,0.1,0.77674663 +3690.1,3778.0635,0.0022353674,1487.4884,3210000.0,2158.0,200625.0,,50144.0,0.0001697696,0.1,0.8346295 +3752.3,3777.7612,0.013481382,1488.6731,3220000.0,2163.0,201250.0,,50304.0,0.0001695136,0.1,0.91350806 +3846.0,3777.3303,0.03367883,1489.8524,3230000.0,2168.0,201875.0,,50464.0,0.0001692576,0.1,0.8581889 +3876.3,3777.829,-0.003173831,1490.3403,3240000.0,2174.0,202500.0,,50624.0,0.0001690016,0.1,0.82878596 +3871.0,3779.2354,0.0061180703,1492.1947,3250000.0,2178.0,203125.0,,50752.0,0.0001687968,0.1,0.7661268 +3852.3,3780.8123,0.00066956994,1492.674,3260000.0,2184.0,203750.0,,50912.0,0.0001685408,0.1,0.8160955 +3864.6,3782.5222,-0.005143785,1493.1506,3270000.0,2190.0,204375.0,,51072.0,0.0001682848,0.1,0.79715085 +3820.0,3783.833,0.001025294,1494.3053,3280000.0,2195.0,205000.0,,51232.0,0.0001680288,0.1,0.82568157 +3806.8,3785.288,-0.0010000473,1494.7751,3290000.0,2201.0,205625.0,,51392.0,0.0001677728,0.1,0.8699844 +3773.4,3786.5232,0.011677271,1495.9202,3300000.0,2206.0,206250.0,,51552.0,0.0001675168,0.1,0.74592584 +3854.3,3787.7402,0.0013248711,1497.0602,3310000.0,2211.0,206875.0,,51712.0,0.0001672608,0.1,0.84132326 +3845.5,3788.9285,0.009019203,1497.5192,3320000.0,2217.0,207500.0,,51872.0,0.0001670048,0.1,0.83514225 +3872.0,3790.739,-0.008887978,1498.6499,3330000.0,2222.0,208125.0,,52000.0,0.0001668,0.1,0.78498197 +3824.2,3792.393,-0.0041088723,1499.7755,3340000.0,2227.0,208750.0,,52160.0,0.000166544,0.1,0.87763035 +3759.7,3792.8188,0.0064307153,1500.2239,3350000.0,2233.0,209375.0,,52320.0,0.000166288,0.1,0.82268643 +3641.3,3791.931,0.010080061,1500.6699,3360000.0,2239.0,210000.0,,52480.0,0.000166032,0.1,0.8591364 +3680.0,3790.4868,-0.0039691427,1501.7825,3370000.0,2244.0,210625.0,,52640.0,0.000165776,0.1,0.9223851 +3719.7,3789.53,0.036123857,1502.2222,3380000.0,2250.0,211250.0,,52800.0,0.00016552,0.1,0.83222383 +3746.5,3789.568,-0.002093256,1502.6595,3390000.0,2256.0,211875.0,,52960.0,0.000165264,0.1,0.8673378 +3712.9,3789.848,0.020668294,1503.7594,3400000.0,2261.0,212500.0,,53120.0,0.000165008,0.1,0.80867136 +3669.3,3790.469,0.0061056046,1504.1906,3410000.0,2267.0,213125.0,,53280.0,0.000164752,0.1,0.8380908 +3686.2,3791.068,0.0003426195,1505.2817,3420000.0,2272.0,213750.0,,53408.0,0.0001645472,0.1,0.83780295 +3699.4,3791.355,0.0038289912,1505.7068,3430000.0,2278.0,214375.0,,53568.0,0.0001642912,0.1,0.87497747 +3783.7,3791.99,-0.004149577,1506.7893,3440000.0,2283.0,215000.0,,53728.0,0.0001640352,0.1,0.8038275 +3886.9,3793.91,-0.005419694,1507.2084,3450000.0,2289.0,215625.0,,53888.0,0.0001637792,0.1,0.84979284 +3874.3,3796.5522,-0.00066429126,1508.2825,3460000.0,2294.0,216250.0,,54048.0,0.0001635232,0.1,0.784408 +3841.7,3798.3027,-0.0021677422,1509.3519,3470000.0,2299.0,216875.0,,54208.0,0.0001632672,0.1,0.8915354 +3794.7,3798.804,-0.004370751,1509.7614,3480000.0,2305.0,217500.0,,54368.0,0.0001630112,0.1,0.77524054 +3800.6,3798.1248,0.015130461,1510.8225,3490000.0,2310.0,218125.0,,54528.0,0.0001627552,0.1,0.9210472 +3785.8,3797.2888,-0.00086191756,1512.5325,3500000.0,2314.0,218750.0,,54656.0,0.0001625504,0.1,0.8325751 +3791.1,3796.9028,-0.0033406578,1512.931,3510000.0,2320.0,219375.0,,54816.0,0.0001622944,0.1,0.7996057 +3775.0,3796.8987,-0.0037387908,1513.9785,3520000.0,2325.0,220000.0,,54976.0,0.0001620384,0.1,0.8113527 +3780.9,3797.3618,0.0027315104,1515.0215,3530000.0,2330.0,220625.0,,55136.0,0.0001617824,0.1,0.8784659 +3817.6,3797.8748,-0.0017202119,1516.0599,3540000.0,2335.0,221250.0,,55296.0,0.0001615264,0.1,0.85572517 +3879.6,3799.4397,0.0011943105,1517.094,3550000.0,2340.0,221875.0,,55456.0,0.0001612704,0.1,0.7915291 +3837.2,3800.4097,-0.005180878,1518.1237,3560000.0,2345.0,222500.0,,55616.0,0.0001610144,0.1,0.7695746 +3812.2,3800.9624,0.00020891079,1519.1489,3570000.0,2350.0,223125.0,,55776.0,0.0001607584,0.1,0.7388294 +3817.0,3801.7935,-0.008108414,1520.1698,3580000.0,2355.0,223750.0,,55936.0,0.0001605024,0.1,0.7436263 +3875.0,3802.7288,-0.0031753185,1521.1864,3590000.0,2360.0,224375.0,,56064.0,0.0001602976,0.1,0.8687316 +3870.6,3803.326,0.0011450142,1522.1987,3600000.0,2365.0,225000.0,,56224.0,0.0001600416,0.1,0.7937844 +3895.3,3803.791,-0.00032307443,1522.5643,3610000.0,2371.0,225625.0,,56384.0,0.0001597856,0.1,0.78473943 +3825.4,3803.2322,-0.0061617317,1523.569,3620000.0,2376.0,226250.0,,56544.0,0.0001595296,0.1,0.77270055 +3786.3,3802.7593,0.001574944,1524.5695,3630000.0,2381.0,226875.0,,56704.0,0.0001592736,0.1,0.7404414 +3774.0,3803.0535,-0.0068424745,1525.5658,3640000.0,2386.0,227500.0,,56864.0,0.0001590176,0.1,0.77181816 +3818.5,3804.3323,-0.0051550963,1525.9197,3650000.0,2392.0,228125.0,,57024.0,0.0001587616,0.1,0.77992547 +3859.1,3805.4922,-0.006229615,1526.9087,3660000.0,2397.0,228750.0,,57184.0,0.0001585056,0.1,0.871626 +3867.7,3806.5298,-0.0057318853,1528.5298,3670000.0,2401.0,229375.0,,57312.0,0.0001583008,0.1,0.75516665 +3855.3,3806.846,0.0011229978,1528.8741,3680000.0,2407.0,230000.0,,57472.0,0.0001580448,0.1,0.85185933 +3843.8,3807.459,-0.00753527,1529.8507,3690000.0,2412.0,230625.0,,57632.0,0.0001577888,0.1,0.8061843 +3797.0,3807.3032,-0.0051412005,1530.8234,3700000.0,2417.0,231250.0,,57792.0,0.0001575328,0.1,0.67639285 +3848.6,3807.4922,0.002098688,1531.7919,3710000.0,2422.0,231875.0,,57952.0,0.0001572768,0.1,0.7495823 +3764.7,3806.275,0.008668827,1532.7565,3720000.0,2427.0,232500.0,,58112.0,0.0001570208,0.1,0.7352914 +3787.0,3805.241,0.0050418596,1533.7172,3730000.0,2432.0,233125.0,,58272.0,0.0001567648,0.1,0.74696344 +3716.1,3803.5579,-0.007681666,1534.0443,3740000.0,2438.0,233750.0,,58432.0,0.0001565088,0.1,0.8147677 +3810.2,3803.6218,-0.0053821215,1534.9979,3750000.0,2443.0,234375.0,,58592.0,0.0001562528,0.1,0.77377886 +3808.2,3804.4487,-0.008263354,1535.9478,3760000.0,2448.0,235000.0,,58720.0,0.000156048,0.1,0.72863436 +3802.0,3805.589,-0.00014183152,1536.8936,3770000.0,2453.0,235625.0,,58880.0,0.000155792,0.1,0.7341243 +3817.5,3806.205,-0.009912852,1537.2102,3780000.0,2459.0,236250.0,,59040.0,0.000155536,0.1,0.73829794 +3844.5,3807.27,0.00038418244,1538.1493,3790000.0,2464.0,236875.0,,59200.0,0.00015528,0.1,0.71358263 +3810.9,3808.1104,-0.003935037,1538.4615,3800000.0,2470.0,237500.0,,59360.0,0.000155024,0.1,0.7848277 +3795.7,3809.225,-0.003800756,1538.7722,3810000.0,2476.0,238125.0,,59520.0,0.000154768,0.1,0.83901775 +3764.3,3809.339,-0.0048905024,1539.7018,3820000.0,2481.0,238750.0,,59680.0,0.000154512,0.1,0.7458789 +3825.7,3808.9678,-0.006161363,1540.6276,3830000.0,2486.0,239375.0,,59840.0,0.000154256,0.1,0.66671705 +3893.4,3808.695,-0.0057578674,1540.931,3840000.0,2492.0,240000.0,,60000.0,0.000154,0.1,0.7490824 +3878.9,3807.6482,-0.010147647,1542.4679,3850000.0,2496.0,240625.0,,60128.0,0.0001537952,0.1,0.7284502 +3817.5,3806.8792,-0.002827835,1543.3827,3860000.0,2501.0,241250.0,,60288.0,0.0001535392,0.1,0.7323967 +3818.2,3806.2312,-0.0049987948,1543.6777,3870000.0,2507.0,241875.0,,60448.0,0.0001532832,0.1,0.7767639 +3811.7,3807.042,-0.0021006186,1544.5859,3880000.0,2512.0,242500.0,,60608.0,0.0001530272,0.1,0.7391989 +3802.2,3807.8137,-0.0057989475,1545.4907,3890000.0,2517.0,243125.0,,60768.0,0.0001527712,0.1,0.71768874 +3808.5,3808.8516,-0.0012980453,1546.3917,3900000.0,2522.0,243750.0,,60928.0,0.0001525152,0.1,0.7153367 +3798.5,3809.4238,-0.0057521546,1546.6772,3910000.0,2528.0,244375.0,,61088.0,0.0001522592,0.1,0.85863173 +3894.8,3809.9138,0.0032546096,1547.572,3920000.0,2533.0,245000.0,,61248.0,0.0001520032,0.1,0.6850507 +3878.8,3809.623,-0.0010218646,1548.4634,3930000.0,2538.0,245625.0,,61376.0,0.0001517984,0.1,0.6458208 +3867.8,3809.4204,-0.009310552,1549.3512,3940000.0,2543.0,246250.0,,61536.0,0.0001515424,0.1,0.7072083 +3848.1,3809.3623,-0.0020701021,1550.2355,3950000.0,2548.0,246875.0,,61696.0,0.0001512864,0.1,0.69619036 +3907.1,3810.278,-0.0007877168,1551.1163,3960000.0,2553.0,247500.0,,61856.0,0.0001510304,0.1,0.7904372 +3891.9,3810.3508,-0.008107815,1551.9938,3970000.0,2558.0,248125.0,,62016.0,0.0001507744,0.1,0.6539578 +3852.3,3809.676,-0.009190219,1552.2621,3980000.0,2564.0,248750.0,,62176.0,0.0001505184,0.1,0.73047507 +3893.2,3809.0168,0.007398999,1553.1335,3990000.0,2569.0,249375.0,,62336.0,0.0001502624,0.1,0.6837659 +3889.2,3809.017,-0.0027970332,1554.0016,4000000.0,2574.0,250000.0,,62496.0,0.0001500064,0.1,0.7391777 +3860.4,3809.2722,-0.009759066,1554.8662,4010000.0,2579.0,250625.0,,62656.0,0.0001497504,0.1,0.7490552 +3800.8,3809.081,-0.007470279,1555.7275,4020000.0,2584.0,251250.0,,62784.0,0.0001495456,0.1,0.8134992 +3738.3,3808.5623,-0.0009658898,1556.5856,4030000.0,2589.0,251875.0,,62944.0,0.0001492896,0.1,0.7001343 +3746.7,3807.954,-0.0012306741,1556.8401,4040000.0,2595.0,252500.0,,63104.0,0.0001490336,0.1,0.7394583 +3728.1,3807.156,-0.0020583393,1557.6923,4050000.0,2600.0,253125.0,,63264.0,0.0001487776,0.1,0.7638122 +3738.3,3806.314,6.3685875e-05,1558.5413,4060000.0,2605.0,253750.0,,63424.0,0.0001485216,0.1,0.65558124 +3736.7,3805.7905,0.0049640443,1558.7898,4070000.0,2611.0,254375.0,,63584.0,0.0001482656,0.1,0.68018246 +3798.7,3806.098,0.0007354682,1559.633,4080000.0,2616.0,255000.0,,63744.0,0.0001480096,0.1,0.7136152 +3783.2,3806.6316,-0.008431624,1559.8779,4090000.0,2622.0,255625.0,,63904.0,0.0001477536,0.1,0.732525 +3835.2,3807.6995,-0.008378887,1561.3099,4100000.0,2626.0,256250.0,,64032.0,0.0001475488,0.1,0.7797514 +3833.6,3808.3584,0.016929066,1561.5502,4110000.0,2632.0,256875.0,,64192.0,0.0001472928,0.1,0.67327785 +3806.6,3808.0483,0.009550396,1561.7892,4120000.0,2638.0,257500.0,,64352.0,0.0001470368,0.1,0.67558694 +3732.2,3806.8625,-0.008208784,1561.4366,4130000.0,2645.0,258125.0,,64512.0,0.0001467808,0.1,0.7394389 +3747.1,3806.0278,-0.010513732,1561.6748,4140000.0,2651.0,258750.0,,64672.0,0.0001465248,0.1,0.7568185 +3816.6,3806.2805,-0.0024456766,1562.5,4150000.0,2656.0,259375.0,,64832.0,0.0001462688,0.1,0.75454044 +3801.8,3806.695,-0.010552081,1562.7347,4160000.0,2662.0,260000.0,,64992.0,0.0001460128,0.1,0.7264207 +3856.3,3807.833,-0.007498799,1563.5546,4170000.0,2667.0,260625.0,,65152.0,0.0001457568,0.1,0.81488836 +3840.7,3808.6362,-0.0072383415,1563.786,4180000.0,2673.0,261250.0,,65312.0,0.0001455008,0.1,0.77132905 +3823.2,3809.404,-0.00954823,1564.6005,4190000.0,2678.0,261875.0,,65440.0,0.000145296,0.1,0.84798795 +3790.2,3809.7231,-0.0061161416,1564.8286,4200000.0,2684.0,262500.0,,65600.0,0.00014504,0.1,0.7100134 +3732.5,3810.147,-0.007974562,1565.0558,4210000.0,2690.0,263125.0,,65760.0,0.000144784,0.1,0.7525531 +3749.5,3810.1187,-0.0023197767,1565.8627,4220000.0,2695.0,263750.0,,65920.0,0.000144528,0.1,0.70113873 +3821.5,3809.8738,-0.012048209,1566.6666,4230000.0,2700.0,264375.0,,66080.0,0.000144272,0.1,0.80104375 +3871.0,3809.8213,-0.007667308,1567.4677,4240000.0,2705.0,265000.0,,66240.0,0.000144016,0.1,0.67315257 +3789.0,3809.001,-0.004114082,1567.6873,4250000.0,2711.0,265625.0,,66400.0,0.00014376,0.1,0.75904036 +3761.7,3808.095,-0.008314136,1568.483,4260000.0,2716.0,266250.0,,66560.0,0.000143504,0.1,0.780663 +3733.2,3806.7805,-0.0021202315,1569.276,4270000.0,2721.0,266875.0,,66688.0,0.0001432992,0.1,0.7910338 +3801.1,3806.5918,-0.0009273719,1570.066,4280000.0,2726.0,267500.0,,66848.0,0.0001430432,0.1,0.72984874 +3851.1,3807.0344,-0.008689054,1570.2782,4290000.0,2732.0,268125.0,,67008.0,0.0001427872,0.1,0.7157861 +3915.6,3808.4565,-0.0086368015,1571.0632,4300000.0,2737.0,268750.0,,67168.0,0.0001425312,0.1,0.6806049 +3860.3,3808.5168,-0.0046103867,1571.2723,4310000.0,2743.0,269375.0,,67328.0,0.0001422752,0.1,0.72739345 +3789.1,3807.9531,-0.0036855084,1571.4806,4320000.0,2749.0,270000.0,,67488.0,0.0001420192,0.1,0.7871293 +3813.1,3807.364,-0.008545888,1572.2585,4330000.0,2754.0,270625.0,,67648.0,0.0001417632,0.1,0.7433864 +3809.7,3807.219,-0.00861627,1573.0337,4340000.0,2759.0,271250.0,,67808.0,0.0001415072,0.1,0.7650936 +3731.4,3806.936,-0.005308865,1573.2369,4350000.0,2765.0,271875.0,,67968.0,0.0001412512,0.1,0.70171744 +3682.2,3807.345,0.006691247,1574.0072,4360000.0,2770.0,272500.0,,68096.0,0.0001410464,0.1,0.7442877 +3715.8,3807.703,-0.012678211,1574.2075,4370000.0,2776.0,273125.0,,68256.0,0.0001407904,0.1,0.850333 +3759.4,3808.1003,-0.0064401114,1574.4069,4380000.0,2782.0,273750.0,,68416.0,0.0001405344,0.1,0.71241045 +3848.4,3809.1194,-0.013043584,1574.6055,4390000.0,2788.0,274375.0,,68576.0,0.0001402784,0.1,0.8355354 +3807.9,3810.0693,-0.0034202212,1575.367,4400000.0,2793.0,275000.0,,68736.0,0.0001400224,0.1,0.8052689 +3797.0,3811.346,-0.011317602,1575.5627,4410000.0,2799.0,275625.0,,68896.0,0.0001397664,0.1,0.8135902 +3826.0,3812.7441,0.0046657245,1576.3196,4420000.0,2804.0,276250.0,,69056.0,0.0001395104,0.1,0.77845764 +3815.5,3813.9053,-0.010190481,1576.5125,4430000.0,2810.0,276875.0,,69216.0,0.0001392544,0.1,0.7759185 +3785.8,3813.9263,-0.012430615,1577.2646,4440000.0,2815.0,277500.0,,69344.0,0.0001390496,0.1,0.87241465 +3771.3,3812.77,-0.0033188527,1577.4548,4450000.0,2821.0,278125.0,,69504.0,0.0001387936,0.1,0.75246024 +3845.5,3812.4822,-0.0136012295,1578.2024,4460000.0,2826.0,278750.0,,69664.0,0.0001385376,0.1,0.8112775 +3866.5,3812.7302,-0.002068833,1578.9474,4470000.0,2831.0,279375.0,,69824.0,0.0001382816,0.1,0.6611428 +3862.7,3813.41,-0.00828457,1579.1329,4480000.0,2837.0,280000.0,,69984.0,0.0001380256,0.1,0.7209135 +3774.7,3813.1506,-0.0053040776,1579.8733,4490000.0,2842.0,280625.0,,70144.0,0.0001377696,0.1,0.6576272 +3782.2,3813.1147,-0.010927247,1580.0562,4500000.0,2848.0,281250.0,,70304.0,0.0001375136,0.1,0.7647488 +3848.0,3813.6838,-0.007890745,1580.7921,4510000.0,2853.0,281875.0,,70464.0,0.0001372576,0.1,0.6663789 +3847.5,3814.4087,-0.012763307,1580.9724,4520000.0,2859.0,282500.0,,70624.0,0.0001370016,0.1,0.69881606 +3865.0,3815.25,-0.010336339,1582.2563,4530000.0,2863.0,283125.0,,70752.0,0.0001367968,0.1,0.7038965 +3855.3,3815.6272,-0.002242541,1582.9846,4540000.0,2868.0,283750.0,,70912.0,0.0001365408,0.1,0.6847837 +3825.7,3815.0881,-0.0015491975,1583.1593,4550000.0,2874.0,284375.0,,71072.0,0.0001362848,0.1,0.61205274 +3744.4,3814.1604,-0.0047956174,1583.8833,4560000.0,2879.0,285000.0,,71232.0,0.0001360288,0.1,0.714996 +3783.1,3813.8687,-0.00992308,1584.6047,4570000.0,2884.0,285625.0,,71392.0,0.0001357728,0.1,0.7431271 +3822.2,3813.9207,0.0002835461,1584.7751,4580000.0,2890.0,286250.0,,71552.0,0.0001355168,0.1,0.6776596 +3821.0,3813.3806,-0.0032328814,1585.4922,4590000.0,2895.0,286875.0,,71712.0,0.0001352608,0.1,0.6915606 +3800.0,3812.6748,-0.0070524355,1586.2069,4600000.0,2900.0,287500.0,,71872.0,0.0001350048,0.1,0.6466379 +3776.5,3811.4868,-0.0037680606,1586.9191,4610000.0,2905.0,288125.0,,72000.0,0.0001348,0.1,0.69632494 +3780.0,3811.0327,-0.008339096,1587.0835,4620000.0,2911.0,288750.0,,72160.0,0.000134544,0.1,0.6842785 +3775.0,3810.92,-0.012457305,1587.2472,4630000.0,2917.0,289375.0,,72320.0,0.000134288,0.1,0.83006626 +3782.0,3810.9998,-0.0048315395,1587.4102,4640000.0,2923.0,290000.0,,72480.0,0.000134032,0.1,0.664579 +3804.0,3810.855,-0.0020426966,1588.1147,4650000.0,2928.0,290625.0,,72640.0,0.000133776,0.1,0.6653842 +3798.2,3810.2456,-0.012331305,1588.8169,4660000.0,2933.0,291250.0,,72800.0,0.00013352,0.1,0.7046268 +3814.7,3809.7156,-0.0091461325,1588.9758,4670000.0,2939.0,291875.0,,72960.0,0.000133264,0.1,0.7072182 +3813.9,3809.3015,-0.0080399215,1589.1342,4680000.0,2945.0,292500.0,,73120.0,0.000133008,0.1,0.65766114 +3760.4,3808.4678,-0.0036381937,1589.8306,4690000.0,2950.0,293125.0,,73280.0,0.000132752,0.1,0.7877954 +3764.0,3808.1382,-0.0058738375,1590.5245,4700000.0,2955.0,293750.0,,73408.0,0.0001325472,0.1,0.7306098 +3819.5,3807.847,-0.0045413226,1590.6788,4710000.0,2961.0,294375.0,,73568.0,0.0001322912,0.1,0.75454664 +3814.1,3808.3408,-0.0023351915,1591.3689,4720000.0,2966.0,295000.0,,73728.0,0.0001320352,0.1,0.7478098 +3844.5,3808.916,-0.007827029,1592.0565,4730000.0,2971.0,295625.0,,73888.0,0.0001317792,0.1,0.6735575 +3883.6,3810.5906,-0.010826903,1592.742,4740000.0,2976.0,296250.0,,74048.0,0.0001315232,0.1,0.6224821 +3933.2,3811.8206,-0.007460973,1593.425,4750000.0,2981.0,296875.0,,74208.0,0.0001312672,0.1,0.7611198 +3923.2,3812.9707,-0.008197086,1594.1058,4760000.0,2986.0,297500.0,,74368.0,0.0001310112,0.1,0.64216596 +3878.2,3813.7324,-0.010815542,1594.7843,4770000.0,2991.0,298125.0,,74528.0,0.0001307552,0.1,0.71877855 +3860.5,3814.1626,-0.009290759,1595.4606,4780000.0,2996.0,298750.0,,74656.0,0.0001305504,0.1,0.61719394 +3909.5,3814.8125,-0.005121554,1596.1346,4790000.0,3001.0,299375.0,,74816.0,0.0001302944,0.1,0.74855983 +3922.5,3815.9287,-0.007837323,1596.2754,4800000.0,3007.0,300000.0,,74976.0,0.0001300384,0.1,0.6306093 +3904.0,3817.012,-0.010693218,1596.9456,4810000.0,3012.0,300625.0,,75136.0,0.0001297824,0.1,0.68591774 +3879.5,3818.1638,-0.0044579175,1597.0841,4820000.0,3018.0,301250.0,,75296.0,0.0001295264,0.1,0.6417067 +3904.0,3818.9468,-0.007751828,1597.7506,4830000.0,3023.0,301875.0,,75456.0,0.0001292704,0.1,0.7859988 +3863.5,3818.6482,-0.0066888155,1598.4148,4840000.0,3028.0,302500.0,,75616.0,0.0001290144,0.1,0.71928203 +3826.3,3818.1218,0.0057720067,1599.0768,4850000.0,3033.0,303125.0,,75776.0,0.0001287584,0.1,0.678005 +3870.3,3818.65,-0.012025436,1599.7367,4860000.0,3038.0,303750.0,,75936.0,0.0001285024,0.1,0.7570777 +3856.3,3819.0312,-0.0013177905,1600.3943,4870000.0,3043.0,304375.0,,76064.0,0.0001282976,0.1,0.75725627 +3875.5,3819.6694,-0.00830573,1601.0499,4880000.0,3048.0,305000.0,,76224.0,0.0001280416,0.1,0.7458916 +3850.7,3820.1543,-0.00848118,1601.7032,4890000.0,3053.0,305625.0,,76384.0,0.0001277856,0.1,0.67433035 +3838.3,3820.452,-0.01324476,1602.3545,4900000.0,3058.0,306250.0,,76544.0,0.0001275296,0.1,0.69387233 +3869.3,3821.16,-0.0074290032,1603.0035,4910000.0,3063.0,306875.0,,76704.0,0.0001272736,0.1,0.6924838 +3896.1,3821.1729,-0.012880855,1603.6506,4920000.0,3068.0,307500.0,,76864.0,0.0001270176,0.1,0.7665403 +3899.0,3821.3752,-0.00698923,1604.2955,4930000.0,3073.0,308125.0,,77024.0,0.0001267616,0.1,0.6684166 +3902.7,3821.7236,-0.004054245,1604.9382,4940000.0,3078.0,308750.0,,77184.0,0.0001265056,0.1,0.7471037 +3875.2,3821.9946,-0.007933316,1605.579,4950000.0,3083.0,309375.0,,77312.0,0.0001263008,0.1,0.62138546 +3870.2,3821.6257,-0.010619237,1605.6976,4960000.0,3089.0,310000.0,,77472.0,0.0001260448,0.1,0.6744561 +3819.1,3820.8977,-0.0084654745,1606.3348,4970000.0,3094.0,310625.0,,77632.0,0.0001257888,0.1,0.6638727 +3757.1,3819.9456,-0.0011522567,1606.4517,4980000.0,3100.0,311250.0,,77792.0,0.0001255328,0.1,0.62793803 +3807.4,3819.088,-0.0076782685,1607.0853,4990000.0,3105.0,311875.0,,77952.0,0.0001252768,0.1,0.70423365 +3879.5,3818.991,-0.0094521325,1607.2003,5000000.0,3111.0,312500.0,,78112.0,0.0001250208,0.1,0.69582087 +3871.0,3819.097,-0.009924723,1607.8306,5010000.0,3116.0,313125.0,,78272.0,0.0001247648,0.1,0.64426965 +3876.0,3819.849,-0.009457304,1608.4589,5020000.0,3121.0,313750.0,,78432.0,0.0001245088,0.1,0.7663352 +3868.0,3821.1462,-0.009432567,1608.5706,5030000.0,3127.0,314375.0,,78592.0,0.0001242528,0.1,0.6900805 +3885.5,3822.5342,-0.010573577,1609.1954,5040000.0,3132.0,315000.0,,78720.0,0.000124048,0.1,0.7635534 +3870.5,3823.958,-0.0075418204,1609.8182,5050000.0,3137.0,315625.0,,78880.0,0.000123792,0.1,0.67229545 +3897.5,3825.55,-0.013581776,1610.4392,5060000.0,3142.0,316250.0,,79040.0,0.000123536,0.1,0.80345184 +3921.5,3827.3982,-0.0078048827,1611.0581,5070000.0,3147.0,316875.0,,79200.0,0.00012328,0.1,0.593638 +3921.5,3828.6262,-0.008329227,1611.6752,5080000.0,3152.0,317500.0,,79360.0,0.000123024,0.1,0.604499 +3932.2,3830.116,-0.003339662,1612.2902,5090000.0,3157.0,318125.0,,79520.0,0.000122768,0.1,0.66182816 +3933.0,3831.094,-0.0070829825,1612.9032,5100000.0,3162.0,318750.0,,79680.0,0.000122512,0.1,0.5531868 +3918.0,3831.9382,0.0035924276,1613.5144,5110000.0,3167.0,319375.0,,79840.0,0.000122256,0.1,0.67284065 +3914.3,3833.015,-0.0028754077,1614.1235,5120000.0,3172.0,320000.0,,80000.0,0.000122,0.1,0.5848308 +3865.0,3834.343,-0.0076031545,1614.7308,5130000.0,3177.0,320625.0,,80128.0,0.0001217952,0.1,0.6522666 +3869.0,3835.5623,-0.009918546,1615.3363,5140000.0,3182.0,321250.0,,80288.0,0.0001215392,0.1,0.58967435 +3813.0,3835.5264,-0.010044619,1615.4329,5150000.0,3188.0,321875.0,,80448.0,0.0001212832,0.1,0.6547444 +3780.0,3835.3079,-0.006084631,1616.035,5160000.0,3193.0,322500.0,,80608.0,0.0001210272,0.1,0.6095632 +3800.5,3834.75,-0.006663075,1616.6354,5170000.0,3198.0,323125.0,,80768.0,0.0001207712,0.1,0.5793536 +3842.0,3834.7632,-0.0072130645,1616.7291,5180000.0,3204.0,323750.0,,80928.0,0.0001205152,0.1,0.7199023 +3886.6,3835.397,-0.010835477,1617.3263,5190000.0,3209.0,324375.0,,81088.0,0.0001202592,0.1,0.73456264 +3852.3,3836.0178,-0.008857875,1617.9216,5200000.0,3214.0,325000.0,,81248.0,0.0001200032,0.1,0.6608027 +3861.0,3837.3032,-0.009211744,1618.515,5210000.0,3219.0,325625.0,,81376.0,0.0001197984,0.1,0.6489775 +3864.3,3838.451,-0.006557446,1619.1067,5220000.0,3224.0,326250.0,,81536.0,0.0001195424,0.1,0.6118436 +3860.5,3838.8413,-0.00801572,1619.6965,5230000.0,3229.0,326875.0,,81696.0,0.0001192864,0.1,0.6536588 +3850.7,3838.6382,-0.012942373,1619.7836,5240000.0,3235.0,327500.0,,81856.0,0.0001190304,0.1,0.7086806 +3851.7,3839.265,-0.004564485,1620.3704,5250000.0,3240.0,328125.0,,82016.0,0.0001187744,0.1,0.64010155 +3870.5,3840.3525,-0.0044181077,1620.9553,5260000.0,3245.0,328750.0,,82176.0,0.0001185184,0.1,0.6455437 +3894.0,3841.961,-0.008203021,1621.5385,5270000.0,3250.0,329375.0,,82336.0,0.0001182624,0.1,0.81232846 +3895.0,3842.8997,-0.00826331,1622.1199,5280000.0,3255.0,330000.0,,82496.0,0.0001180064,0.1,0.652443 +3885.5,3843.2441,-0.010143104,1622.2018,5290000.0,3261.0,330625.0,,82656.0,0.0001177504,0.1,0.6590822 +3903.0,3843.1182,-0.009781954,1622.7802,5300000.0,3266.0,331250.0,,82784.0,0.0001175456,0.1,0.74871147 +3874.5,3843.26,-0.008260944,1623.3568,5310000.0,3271.0,331875.0,,82944.0,0.0001172896,0.1,0.6099468 +3812.0,3843.4888,-0.011365199,1623.9316,5320000.0,3276.0,332500.0,,83104.0,0.0001170336,0.1,0.7047043 +3866.0,3844.018,-0.006474611,1624.0098,5330000.0,3282.0,333125.0,,83264.0,0.0001167776,0.1,0.61220986 +3864.5,3844.566,-0.0085154725,1624.0876,5340000.0,3288.0,333750.0,,83424.0,0.0001165216,0.1,0.71809566 +3832.5,3845.577,-0.011162203,1624.6583,5350000.0,3293.0,334375.0,,83584.0,0.0001162656,0.1,0.71674967 +3832.5,3847.08,-0.005223778,1624.7347,5360000.0,3299.0,335000.0,,83744.0,0.0001160096,0.1,0.7202194 +3822.4,3848.146,-0.007896899,1625.3026,5370000.0,3304.0,335625.0,,83904.0,0.0001157536,0.1,0.6688425 +3865.9,3849.211,-0.009823003,1626.3604,5380000.0,3308.0,336250.0,,84032.0,0.0001155488,0.1,0.623418 +3880.0,3849.527,-0.0077559547,1626.9242,5390000.0,3313.0,336875.0,,84192.0,0.0001152928,0.1,0.6986029 +3860.5,3850.0532,-0.010527768,1626.9961,5400000.0,3319.0,337500.0,,84352.0,0.0001150368,0.1,0.69835836 +3900.5,3851.088,-0.012240921,1627.0676,5410000.0,3325.0,338125.0,,84512.0,0.0001147808,0.1,0.7598335 +3915.5,3851.983,-0.01231162,1627.6277,5420000.0,3330.0,338750.0,,84672.0,0.0001145248,0.1,0.6581062 +3949.0,3853.318,-0.00882224,1628.1859,5430000.0,3335.0,339375.0,,84832.0,0.0001142688,0.1,0.5942983 +3951.0,3854.97,-0.009989799,1628.7426,5440000.0,3340.0,340000.0,,84992.0,0.0001140128,0.1,0.74808514 +3927.4,3856.531,-0.007657972,1628.8105,5450000.0,3346.0,340625.0,,85152.0,0.0001137568,0.1,0.62263054 +3941.9,3857.495,-0.0031632115,1629.3644,5460000.0,3351.0,341250.0,,85312.0,0.0001135008,0.1,0.6679455 +3932.0,3858.15,-0.009238521,1630.4023,5470000.0,3355.0,341875.0,,85440.0,0.000113296,0.1,0.5991789 +3909.5,3858.6182,-0.0072849942,1630.9524,5480000.0,3360.0,342500.0,,85600.0,0.00011304,0.1,0.66257024 +3897.0,3859.8408,-0.007929968,1631.5007,5490000.0,3365.0,343125.0,,85760.0,0.000112784,0.1,0.59493625 +3904.5,3861.0637,-0.01216225,1631.5634,5500000.0,3371.0,343750.0,,85920.0,0.000112528,0.1,0.62035805 +3891.5,3861.4988,-0.011261203,1632.109,5510000.0,3376.0,344375.0,,86080.0,0.000112272,0.1,0.6423131 +3897.0,3861.9937,-0.010606941,1632.6531,5520000.0,3381.0,345000.0,,86240.0,0.000112016,0.1,0.5944381 +3901.0,3862.3538,-0.007634364,1633.1956,5530000.0,3386.0,345625.0,,86400.0,0.00011176,0.1,0.6540624 +3899.8,3862.7988,-0.008778263,1633.7363,5540000.0,3391.0,346250.0,,86560.0,0.000111504,0.1,0.6677598 +3922.3,3863.765,-0.003326429,1634.2756,5550000.0,3396.0,346875.0,,86688.0,0.0001112992,0.1,0.6238804 +3893.3,3865.2544,-0.0047115153,1634.8132,5560000.0,3401.0,347500.0,,86848.0,0.0001110432,0.1,0.584468 +3888.7,3866.31,-0.009006603,1635.3494,5570000.0,3406.0,348125.0,,87008.0,0.0001107872,0.1,0.6397445 +3893.2,3867.02,-0.007945545,1635.8839,5580000.0,3411.0,348750.0,,87168.0,0.0001105312,0.1,0.60741913 +3913.7,3867.9468,-0.010650844,1636.4169,5590000.0,3416.0,349375.0,,87328.0,0.0001102752,0.1,0.6086999 +3893.0,3868.8765,-0.010694037,1636.4698,5600000.0,3422.0,350000.0,,87488.0,0.0001100192,0.1,0.65109444 +3896.0,3870.0715,-0.008002633,1637.0002,5610000.0,3427.0,350625.0,,87648.0,0.0001097632,0.1,0.6382574 +3909.0,3871.3618,-0.01209292,1637.5292,5620000.0,3432.0,351250.0,,87808.0,0.0001095072,0.1,0.6885028 +3961.4,3873.2258,-0.008957481,1638.0564,5630000.0,3437.0,351875.0,,87968.0,0.0001092512,0.1,0.6609715 +3908.9,3874.495,-0.0023271735,1638.5823,5640000.0,3442.0,352500.0,,88096.0,0.0001090464,0.1,0.7379505 +3920.9,3875.664,-0.0105459485,1639.1064,5650000.0,3447.0,353125.0,,88256.0,0.0001087904,0.1,0.6269628 +3884.0,3876.5222,-0.0028580583,1639.6292,5660000.0,3452.0,353750.0,,88416.0,0.0001085344,0.1,0.70595264 +3897.0,3877.345,-0.0063898694,1640.1504,5670000.0,3457.0,354375.0,,88576.0,0.0001082784,0.1,0.60912645 +3916.0,3878.366,-0.011299011,1640.6702,5680000.0,3462.0,355000.0,,88736.0,0.0001080224,0.1,0.6662103 +3888.8,3879.65,0.00024692412,1640.7151,5690000.0,3468.0,355625.0,,88896.0,0.0001077664,0.1,0.6054237 +3900.4,3881.0142,-0.0031396141,1641.2324,5700000.0,3473.0,356250.0,,89056.0,0.0001075104,0.1,0.6647562 +3880.4,3881.623,-0.008429101,1641.7482,5710000.0,3478.0,356875.0,,89216.0,0.0001072544,0.1,0.6670769 +3865.3,3882.1353,-0.0002967501,1642.2625,5720000.0,3483.0,357500.0,,89344.0,0.0001070496,0.1,0.63607204 +3895.5,3882.645,-0.0034146395,1642.7753,5730000.0,3488.0,358125.0,,89504.0,0.0001067936,0.1,0.627278 +3892.5,3882.7341,-0.009777366,1643.2866,5740000.0,3493.0,358750.0,,89664.0,0.0001065376,0.1,0.6563146 +3916.2,3882.5637,-0.0068660546,1643.7965,5750000.0,3498.0,359375.0,,89824.0,0.0001062816,0.1,0.59152246 +3917.7,3882.5088,-0.010294199,1644.3049,5760000.0,3503.0,360000.0,,89984.0,0.0001060256,0.1,0.6839165 +3925.2,3882.9788,-0.009703309,1644.8119,5770000.0,3508.0,360625.0,,90144.0,0.0001057696,0.1,0.6520487 +3900.4,3883.378,-0.009983489,1644.8491,5780000.0,3514.0,361250.0,,90304.0,0.0001055136,0.1,0.66664696 +3860.7,3882.8896,-0.011730057,1645.3538,5790000.0,3519.0,361875.0,,90464.0,0.0001052576,0.1,0.68250513 +3834.3,3882.0078,-0.0048817126,1645.39,5800000.0,3525.0,362500.0,,90624.0,0.0001050016,0.1,0.64533246 +3856.3,3881.5312,-0.00698309,1645.8923,5810000.0,3530.0,363125.0,,90752.0,0.0001047968,0.1,0.6144375 +3893.5,3881.6711,-0.0107748695,1645.9276,5820000.0,3536.0,363750.0,,90912.0,0.0001045408,0.1,0.6084675 +3905.7,3881.6882,-0.002870538,1645.9628,5830000.0,3542.0,364375.0,,91072.0,0.0001042848,0.1,0.6478129 +3887.7,3881.93,-0.013104037,1646.4618,5840000.0,3547.0,365000.0,,91232.0,0.0001040288,0.1,0.6850605 +3834.5,3882.012,-0.0051617436,1646.496,5850000.0,3553.0,365625.0,,91392.0,0.0001037728,0.1,0.5944189 +3863.5,3881.9438,-0.009262649,1646.5299,5860000.0,3559.0,366250.0,,91552.0,0.0001035168,0.1,0.69451416 +3857.0,3881.9507,-0.011340425,1647.0258,5870000.0,3564.0,366875.0,,91712.0,0.0001032608,0.1,0.7261658 +3870.5,3881.901,-0.011165553,1647.0588,5880000.0,3570.0,367500.0,,91872.0,0.0001030048,0.1,0.6523305 +3863.5,3882.0288,-0.0116824815,1647.5525,5890000.0,3575.0,368125.0,,92000.0,0.0001028,0.1,0.63311267 +3876.0,3882.4055,-0.007799764,1647.5845,5900000.0,3581.0,368750.0,,92160.0,0.000102544,0.1,0.6538677 +3892.0,3882.6328,-0.009353362,1647.6163,5910000.0,3587.0,369375.0,,92320.0,0.000102288,0.1,0.66665405 +3897.0,3882.6418,-0.009086274,1648.1069,5920000.0,3592.0,370000.0,,92480.0,0.000102032,0.1,0.68751276 +3887.0,3882.522,-0.0087712,1648.1378,5930000.0,3598.0,370625.0,,92640.0,0.000101776,0.1,0.66313016 +3893.0,3882.425,-0.008963802,1648.1687,5940000.0,3604.0,371250.0,,92800.0,0.00010152,0.1,0.68465817 +3941.0,3883.0828,-0.0066850292,1648.1995,5950000.0,3610.0,371875.0,,92960.0,0.000101264,0.1,0.67682815 +3961.0,3883.991,-0.011078282,1648.686,5960000.0,3615.0,372500.0,,93120.0,0.000101008,0.1,0.6461227 +3945.0,3885.25,-0.008889533,1649.1713,5970000.0,3620.0,373125.0,,93280.0,0.000100752,0.1,0.5412644 +3882.0,3886.4988,-0.005783666,1649.6552,5980000.0,3625.0,373750.0,,93408.0,0.0001005472,0.1,0.61782444 +3837.0,3886.795,-0.0119018555,1649.6832,5990000.0,3631.0,374375.0,,93568.0,0.0001002912,0.1,0.6468991 +3865.0,3886.65,-0.0099761505,1649.7113,6000000.0,3637.0,375000.0,,93728.0,0.0001000352,0.1,0.67880183 +3909.0,3887.03,0.002852867,1649.7393,6010000.0,3643.0,375625.0,,93888.0,9.97792e-05,0.1,0.61505544 +3895.1,3887.221,-0.012116054,1650.2192,6020000.0,3648.0,376250.0,,94048.0,9.95232e-05,0.1,0.63171923 +3885.6,3887.397,-0.0091582835,1650.2463,6030000.0,3654.0,376875.0,,94208.0,9.92672e-05,0.1,0.65038776 +3872.0,3887.262,-0.0011643858,1650.7242,6040000.0,3659.0,377500.0,,94368.0,9.90112e-05,0.1,0.5220106 +3890.5,3887.462,-0.011506907,1650.7504,6050000.0,3665.0,378125.0,,94528.0,9.87552e-05,0.1,0.71852255 +3887.6,3887.363,-0.012176996,1650.7764,6060000.0,3671.0,378750.0,,94656.0,9.85504e-05,0.1,0.7241078 +3874.8,3886.896,-0.010863561,1650.8022,6070000.0,3677.0,379375.0,,94816.0,9.82944e-05,0.1,0.7123578 +3893.2,3886.6128,-0.009206087,1650.8281,6080000.0,3683.0,380000.0,,94976.0,9.80384e-05,0.1,0.6550362 +3879.2,3886.0828,-0.007564792,1650.8539,6090000.0,3689.0,380625.0,,95136.0,9.77824e-05,0.1,0.56350064 +3858.5,3885.3381,-0.009406196,1650.8795,6100000.0,3695.0,381250.0,,95296.0,9.75264e-05,0.1,0.608986 +3858.5,3884.7424,-0.01202468,1651.3513,6110000.0,3700.0,381875.0,,95456.0,9.72704e-05,0.1,0.7379869 +3834.0,3883.94,-0.0004931246,1651.3761,6120000.0,3706.0,382500.0,,95616.0,9.70144e-05,0.1,0.68528306 +3856.0,3883.85,-0.011303009,1651.8458,6130000.0,3711.0,383125.0,,95776.0,9.67584e-05,0.1,0.63224417 +3890.0,3884.06,-0.010365142,1651.8698,6140000.0,3717.0,383750.0,,95936.0,9.65024e-05,0.1,0.58123916 +3890.6,3884.836,-0.0044602947,1652.7815,6150000.0,3721.0,384375.0,,96064.0,9.62976e-05,0.1,0.6665035 +3866.1,3885.6968,-0.012388636,1652.8038,6160000.0,3727.0,385000.0,,96224.0,9.60416e-05,0.1,0.65139747 +3838.0,3886.0718,-0.00777135,1653.269,6170000.0,3732.0,385625.0,,96384.0,9.57856e-05,0.1,0.6127455 +3855.0,3886.202,-0.009846079,1653.2905,6180000.0,3738.0,386250.0,,96544.0,9.55296e-05,0.1,0.6500812 +3844.0,3885.776,-0.009626266,1653.7537,6190000.0,3743.0,386875.0,,96704.0,9.52736e-05,0.1,0.7019913 +3847.5,3885.728,-0.0091305515,1654.2156,6200000.0,3748.0,387500.0,,96864.0,9.50176e-05,0.1,0.5938418 +3793.5,3885.0532,-0.0045598494,1654.2355,6210000.0,3754.0,388125.0,,97024.0,9.47616e-05,0.1,0.58720875 +3792.0,3884.33,-0.008920653,1654.2554,6220000.0,3760.0,388750.0,,97184.0,9.45056e-05,0.1,0.6127398 +3809.0,3883.815,-0.009290677,1654.7145,6230000.0,3765.0,389375.0,,97312.0,9.43008e-05,0.1,0.6324142 +3862.0,3883.9282,-0.009864129,1654.7335,6240000.0,3771.0,390000.0,,97472.0,9.40448e-05,0.1,0.6829231 +3894.5,3884.356,-0.008321397,1655.1907,6250000.0,3776.0,390625.0,,97632.0,9.37888e-05,0.1,0.58886486 +3870.5,3884.3562,-0.008570726,1655.6466,6260000.0,3781.0,391250.0,,97792.0,9.35328e-05,0.1,0.7046814 +3889.0,3884.306,-0.006552886,1655.6641,6270000.0,3787.0,391875.0,,97952.0,9.32768e-05,0.1,0.68266225 +3906.0,3884.4163,-0.0064076222,1656.1182,6280000.0,3792.0,392500.0,,98112.0,9.30208e-05,0.1,0.71698785 +3877.0,3884.331,-0.011188974,1656.5709,6290000.0,3797.0,393125.0,,98272.0,9.27648e-05,0.1,0.65787494 +3862.5,3883.9263,-0.010231527,1656.5869,6300000.0,3803.0,393750.0,,98432.0,9.25088e-05,0.1,0.7018322 +3848.0,3883.661,-0.0069231987,1657.0378,6310000.0,3808.0,394375.0,,98592.0,9.22528e-05,0.1,0.6494461 +3862.0,3884.1611,-0.013540242,1657.4875,6320000.0,3813.0,395000.0,,98720.0,9.2048e-05,0.1,0.70335835 +3879.0,3884.291,-0.01291882,1657.936,6330000.0,3818.0,395625.0,,98880.0,9.1792e-05,0.1,0.72697496 +3879.0,3884.4363,-0.011725616,1657.9498,6340000.0,3824.0,396250.0,,99040.0,9.1536e-05,0.1,0.6962645 +3878.5,3884.896,-0.01058289,1658.3965,6350000.0,3829.0,396875.0,,99200.0,9.128e-05,0.1,0.649731 +3887.0,3885.4412,-0.007593284,1658.8419,6360000.0,3834.0,397500.0,,99360.0,9.1024e-05,0.1,0.63965625 +3909.5,3886.3118,-0.008559766,1658.8541,6370000.0,3840.0,398125.0,,99520.0,9.0768e-05,0.1,0.5811149 +3895.5,3886.6082,-0.011409402,1659.2977,6380000.0,3845.0,398750.0,,99680.0,9.0512e-05,0.1,0.6538563 +3864.0,3886.4482,-0.01310654,1659.7402,6390000.0,3850.0,399375.0,,99840.0,9.0256e-05,0.1,0.73272085 +3874.5,3886.5881,-0.011693691,1659.751,6400000.0,3856.0,400000.0,,100000.0,9e-05,0.1,0.6959616 +3911.0,3886.6929,-0.0041685295,1660.6217,6410000.0,3860.0,400625.0,,100128.0,8.97952e-05,0.1,0.67339426 +3934.5,3886.883,-0.01125051,1660.6311,6420000.0,3866.0,401250.0,,100288.0,8.95392e-05,0.1,0.65240896 +3935.5,3886.748,-0.007448719,1661.0695,6430000.0,3871.0,401875.0,,100448.0,8.92832e-05,0.1,0.80170673 +3898.0,3886.218,-0.004405688,1661.5067,6440000.0,3876.0,402500.0,,100608.0,8.90272e-05,0.1,0.7084122 +3881.6,3885.7598,-0.01072265,1661.5146,6450000.0,3882.0,403125.0,,100768.0,8.87712e-05,0.1,0.5143793 +3850.1,3884.8418,-0.011066111,1661.9501,6460000.0,3887.0,403750.0,,100928.0,8.85152e-05,0.1,0.642769 +3863.0,3884.1519,-0.012875818,1662.3844,6470000.0,3892.0,404375.0,,101088.0,8.82592e-05,0.1,0.7584938 +3893.0,3883.9868,-0.007970288,1662.8175,6480000.0,3897.0,405000.0,,101248.0,8.80032e-05,0.1,0.6371977 +3910.0,3884.1165,-0.008158557,1663.2496,6490000.0,3902.0,405625.0,,101376.0,8.77984e-05,0.1,0.67714936 +3915.8,3884.23,-0.01266936,1663.2549,6500000.0,3908.0,406250.0,,101536.0,8.75424e-05,0.1,0.70635915 +3913.3,3884.4482,-0.009833482,1663.6852,6510000.0,3913.0,406875.0,,101696.0,8.72864e-05,0.1,0.6405885 +3939.5,3884.873,-0.0072913105,1664.1144,6520000.0,3918.0,407500.0,,101856.0,8.70304e-05,0.1,0.68286216 +3903.0,3884.893,0.0009913722,1664.1183,6530000.0,3924.0,408125.0,,102016.0,8.67744e-05,0.1,0.7269451 +3857.0,3884.465,-0.009154439,1664.5457,6540000.0,3929.0,408750.0,,102176.0,8.65184e-05,0.1,0.6796571 +3867.5,3883.917,-0.010847278,1664.972,6550000.0,3934.0,409375.0,,102336.0,8.62624e-05,0.1,0.5987494 +3915.0,3884.134,-0.012469136,1664.9746,6560000.0,3940.0,410000.0,,102496.0,8.60064e-05,0.1,0.63329947 +3934.0,3884.587,-0.012773465,1665.3993,6570000.0,3945.0,410625.0,,102656.0,8.57504e-05,0.1,0.6630929 +3861.0,3884.265,-0.008676678,1665.8228,6580000.0,3950.0,411250.0,,102784.0,8.55456e-05,0.1,0.66593236 +3860.0,3883.728,-0.010067113,1666.2452,6590000.0,3955.0,411875.0,,102944.0,8.52896e-05,0.1,0.6249809 +3846.0,3883.258,0.00071865995,1666.6666,6600000.0,3960.0,412500.0,,103104.0,8.50336e-05,0.1,0.6042452 +3859.0,3882.8882,-0.010013058,1666.6666,6610000.0,3966.0,413125.0,,103264.0,8.47776e-05,0.1,0.66559744 +3866.0,3882.458,-0.010770951,1667.0864,6620000.0,3971.0,413750.0,,103424.0,8.45216e-05,0.1,0.6823328 +3894.5,3881.7888,-0.009670571,1667.505,6630000.0,3976.0,414375.0,,103584.0,8.42656e-05,0.1,0.66557026 +3870.5,3881.405,-0.011644443,1667.5038,6640000.0,3982.0,415000.0,,103744.0,8.40096e-05,0.1,0.58648425 +3867.0,3880.8662,-0.012798868,1667.9208,6650000.0,3987.0,415625.0,,103904.0,8.37536e-05,0.1,0.70907724 +3876.5,3880.7913,-0.012361198,1668.3367,6660000.0,3992.0,416250.0,,104032.0,8.35488e-05,0.1,0.70515835 +3889.5,3880.7158,-0.012983663,1668.7516,6670000.0,3997.0,416875.0,,104192.0,8.32928e-05,0.1,0.7156719 +3918.0,3880.7363,-0.008316626,1668.7484,6680000.0,4003.0,417500.0,,104352.0,8.30368e-05,0.1,0.5865864 +3897.0,3880.818,-0.009649867,1669.1616,6690000.0,4008.0,418125.0,,104512.0,8.27808e-05,0.1,0.63731873 +3901.0,3880.8245,-0.010432261,1669.5739,6700000.0,4013.0,418750.0,,104672.0,8.25248e-05,0.1,0.7312505 +3898.5,3881.005,-0.009098162,1669.5696,6710000.0,4019.0,419375.0,,104832.0,8.22688e-05,0.1,0.66794866 +3912.0,3881.4722,-0.010756077,1669.9801,6720000.0,4024.0,420000.0,,104992.0,8.20128e-05,0.1,0.6765344 +3916.0,3881.6768,-0.004296263,1670.3896,6730000.0,4029.0,420625.0,,105152.0,8.17568e-05,0.1,0.6797861 +3916.5,3881.917,-0.011103443,1670.3842,6740000.0,4035.0,421250.0,,105312.0,8.15008e-05,0.1,0.68089545 +3907.5,3881.83,-0.012371514,1671.2057,6750000.0,4039.0,421875.0,,105440.0,8.1296e-05,0.1,0.6829532 +3876.5,3881.4182,-0.01133791,1671.199,6760000.0,4045.0,422500.0,,105600.0,8.104e-05,0.1,0.70464206 +3858.0,3880.7463,-0.00183126,1671.605,6770000.0,4050.0,423125.0,,105760.0,8.0784e-05,0.1,0.6475098 +3894.5,3880.6868,-0.0038091666,1672.0099,6780000.0,4055.0,423750.0,,105920.0,8.0528e-05,0.1,0.67135906 +3922.0,3881.3,-0.010349486,1672.4138,6790000.0,4060.0,424375.0,,106080.0,8.0272e-05,0.1,0.6699717 +3870.5,3881.6619,-0.009720428,1672.4053,6800000.0,4066.0,425000.0,,106240.0,8.0016e-05,0.1,0.71055627 +3851.5,3881.614,-0.01030898,1672.8076,6810000.0,4071.0,425625.0,,106400.0,7.976e-05,0.1,0.67246383 +3840.0,3881.0789,-0.009326195,1673.209,6820000.0,4076.0,426250.0,,106560.0,7.9504e-05,0.1,0.71678287 +3878.0,3880.8018,-0.012225631,1673.6094,6830000.0,4081.0,426875.0,,106688.0,7.92992e-05,0.1,0.7161367 +3856.0,3880.485,-0.01313238,1674.0088,6840000.0,4086.0,427500.0,,106848.0,7.90432e-05,0.1,0.7015165 +3836.0,3880.5,-0.011520804,1673.998,6850000.0,4092.0,428125.0,,107008.0,7.87872e-05,0.1,0.59623045 +3856.0,3880.425,-0.013114957,1674.3959,6860000.0,4097.0,428750.0,,107168.0,7.85312e-05,0.1,0.7263702 +3880.0,3880.655,-0.012753657,1674.7927,6870000.0,4102.0,429375.0,,107328.0,7.82752e-05,0.1,0.8129848 +3916.5,3881.115,-0.01116264,1674.7809,6880000.0,4108.0,430000.0,,107488.0,7.80192e-05,0.1,0.5766331 +3888.5,3881.365,-0.011959367,1675.1763,6890000.0,4113.0,430625.0,,107648.0,7.77632e-05,0.1,0.6534366 +3918.5,3881.79,-0.010860459,1675.1638,6900000.0,4119.0,431250.0,,107808.0,7.75072e-05,0.1,0.74201405 +3924.0,3882.11,0.0029802267,1675.1515,6910000.0,4125.0,431875.0,,107968.0,7.72512e-05,0.1,0.70547086 +3938.0,3882.52,-0.010536004,1675.5448,6920000.0,4130.0,432500.0,,108096.0,7.70464e-05,0.1,0.7081319 +3889.0,3882.54,-0.011121504,1675.9371,6930000.0,4135.0,433125.0,,108256.0,7.67904e-05,0.1,0.68737876 +3862.0,3882.23,-0.006968392,1675.9237,6940000.0,4141.0,433750.0,,108416.0,7.65344e-05,0.1,0.732075 +3858.5,3881.405,-0.014601292,1675.9103,6950000.0,4147.0,434375.0,,108576.0,7.62784e-05,0.1,0.6846724 +3861.0,3880.405,-0.009856418,1675.897,6960000.0,4153.0,435000.0,,108736.0,7.60224e-05,0.1,0.65177536 +3843.5,3879.39,-0.011647,1675.8837,6970000.0,4159.0,435625.0,,108896.0,7.57664e-05,0.1,0.6546413 +3848.5,3879.055,-0.011068716,1675.8704,6980000.0,4165.0,436250.0,,109056.0,7.55104e-05,0.1,0.65119624 +3853.5,3879.22,-0.011089744,1676.259,6990000.0,4170.0,436875.0,,109216.0,7.52544e-05,0.1,0.6915852 +3871.5,3879.285,-0.010822034,1676.2452,7000000.0,4176.0,437500.0,,109344.0,7.50496e-05,0.1,0.6584629 +3883.0,3879.025,-0.008554157,1676.2314,7010000.0,4182.0,438125.0,,109504.0,7.47936e-05,0.1,0.6400316 +3855.5,3878.6287,-0.0044257306,1676.6182,7020000.0,4187.0,438750.0,,109664.0,7.45376e-05,0.1,0.7299794 +3874.5,3878.5178,-0.011504828,1676.6039,7030000.0,4193.0,439375.0,,109824.0,7.42816e-05,0.1,0.65028906 +3875.5,3878.5532,-0.008167975,1676.989,7040000.0,4198.0,440000.0,,109984.0,7.40256e-05,0.1,0.6277479 +3876.0,3878.4082,-0.008723895,1677.3733,7050000.0,4203.0,440625.0,,110144.0,7.37696e-05,0.1,0.5728967 +3857.5,3878.107,-0.010742241,1677.358,7060000.0,4209.0,441250.0,,110304.0,7.35136e-05,0.1,0.71862984 +3902.0,3878.3792,-0.010785175,1677.7408,7070000.0,4214.0,441875.0,,110464.0,7.32576e-05,0.1,0.69369745 +3908.0,3878.5269,-0.011499838,1677.7251,7080000.0,4220.0,442500.0,,110624.0,7.30016e-05,0.1,0.6310905 +3879.4,3878.529,0.0017724902,1678.5038,7090000.0,4224.0,443125.0,,110752.0,7.27968e-05,0.1,0.65604734 +3859.4,3878.538,-0.011596858,1678.4869,7100000.0,4230.0,443750.0,,110912.0,7.25408e-05,0.1,0.6403912 +3880.9,3878.7622,-0.0081794225,1678.8666,7110000.0,4235.0,444375.0,,111072.0,7.22848e-05,0.1,0.66674674 +3888.3,3879.3054,-0.0038302108,1678.8494,7120000.0,4241.0,445000.0,,111232.0,7.20288e-05,0.1,0.64688027 +3855.8,3879.3035,-0.012695328,1679.2275,7130000.0,4246.0,445625.0,,111392.0,7.17728e-05,0.1,0.61376333 +3867.0,3879.0735,-0.005275645,1679.2098,7140000.0,4252.0,446250.0,,111552.0,7.15168e-05,0.1,0.6971641 +3875.0,3878.9175,-0.011922371,1679.5865,7150000.0,4257.0,446875.0,,111712.0,7.12608e-05,0.1,0.6355751 +3886.9,3879.1252,0.006072468,1679.5684,7160000.0,4263.0,447500.0,,111872.0,7.10048e-05,0.1,0.6807045 +3859.4,3879.339,-0.0102983825,1679.9437,7170000.0,4268.0,448125.0,,112000.0,7.08e-05,0.1,0.5405333 +3878.9,3879.5784,-0.010519652,1680.3182,7180000.0,4273.0,448750.0,,112160.0,7.0544e-05,0.1,0.7333664 +3895.5,3880.0935,-0.01091477,1680.6919,7190000.0,4278.0,449375.0,,112320.0,7.0288e-05,0.1,0.7055208 +3878.5,3880.403,-0.008468706,1680.6722,7200000.0,4284.0,450000.0,,112480.0,7.0032e-05,0.1,0.63199484 +3861.5,3881.083,0.0034470437,1680.6527,7210000.0,4290.0,450625.0,,112640.0,6.9776e-05,0.1,0.6871803 +3839.5,3881.558,-0.009834207,1680.6332,7220000.0,4296.0,451250.0,,112800.0,6.952e-05,0.1,0.61947757 +3816.0,3881.6282,-0.009258603,1680.6136,7230000.0,4302.0,451875.0,,112960.0,6.9264e-05,0.1,0.6113631 +3848.5,3881.4932,-0.010133382,1680.5942,7240000.0,4308.0,452500.0,,113120.0,6.9008e-05,0.1,0.6298857 +3860.0,3881.1482,-0.011571843,1680.9645,7250000.0,4313.0,453125.0,,113280.0,6.8752e-05,0.1,0.70687574 +3823.5,3880.6782,-0.011882979,1681.334,7260000.0,4318.0,453750.0,,113408.0,6.85472e-05,0.1,0.59852993 +3823.5,3880.0232,-0.010532689,1681.7025,7270000.0,4323.0,454375.0,,113568.0,6.82912e-05,0.1,0.6260704 +3863.0,3879.593,-0.009368358,1681.6816,7280000.0,4329.0,455000.0,,113728.0,6.80352e-05,0.1,0.5857712 +3854.5,3879.3682,-0.009279634,1682.049,7290000.0,4334.0,455625.0,,113888.0,6.77792e-05,0.1,0.6667228 +3849.0,3879.2332,-0.010073117,1682.0277,7300000.0,4340.0,456250.0,,114048.0,6.75232e-05,0.1,0.5953627 +3845.5,3879.208,-0.0040783966,1682.3936,7310000.0,4345.0,456875.0,,114208.0,6.72672e-05,0.1,0.6391432 +3836.5,3878.9531,-0.009108349,1682.3718,7320000.0,4351.0,457500.0,,114368.0,6.70112e-05,0.1,0.58935225 +3865.0,3878.8132,-0.011203754,1682.7365,7330000.0,4356.0,458125.0,,114528.0,6.67552e-05,0.1,0.5438034 +3868.0,3878.7031,-0.010249128,1682.7144,7340000.0,4362.0,458750.0,,114656.0,6.65504e-05,0.1,0.5613903 +3847.0,3878.3882,-0.0066493885,1682.6923,7350000.0,4368.0,459375.0,,114816.0,6.62944e-05,0.1,0.6446364 +3840.0,3877.9182,-0.011430117,1683.055,7360000.0,4373.0,460000.0,,114976.0,6.60384e-05,0.1,0.6711686 +3867.0,3877.4932,-0.008791056,1683.4171,7370000.0,4378.0,460625.0,,115136.0,6.57824e-05,0.1,0.62324315 +3892.0,3877.458,-0.010332478,1683.3942,7380000.0,4384.0,461250.0,,115296.0,6.55264e-05,0.1,0.56671464 +3894.0,3877.758,-0.011025473,1683.3713,7390000.0,4390.0,461875.0,,115456.0,6.52704e-05,0.1,0.64117813 +3871.0,3877.7231,-0.011122332,1683.7316,7400000.0,4395.0,462500.0,,115616.0,6.50144e-05,0.1,0.6649636 +3859.5,3877.208,-0.005211918,1684.091,7410000.0,4400.0,463125.0,,115776.0,6.47584e-05,0.1,0.5831182 +3833.5,3876.1982,-0.007089199,1684.0671,7420000.0,4406.0,463750.0,,115936.0,6.45024e-05,0.1,0.65316594 +3820.5,3875.048,-0.002583362,1684.4253,7430000.0,4411.0,464375.0,,116064.0,6.42976e-05,0.1,0.5963216 +3869.5,3874.7632,-0.011983686,1684.4011,7440000.0,4417.0,465000.0,,116224.0,6.40416e-05,0.1,0.59049106 +3845.0,3874.3972,-0.009566513,1684.758,7450000.0,4422.0,465625.0,,116384.0,6.37856e-05,0.1,0.63812053 +3866.5,3874.5613,-0.009530155,1685.114,7460000.0,4427.0,466250.0,,116544.0,6.35296e-05,0.1,0.5251757 +3883.0,3874.7612,-0.010767976,1685.4694,7470000.0,4432.0,466875.0,,116704.0,6.32736e-05,0.1,0.5943498 +3870.5,3874.5361,-0.010777141,1685.4438,7480000.0,4438.0,467500.0,,116864.0,6.30176e-05,0.1,0.72169316 +3863.0,3874.0662,-0.009191597,1685.4186,7490000.0,4444.0,468125.0,,117024.0,6.27616e-05,0.1,0.63251555 +3872.5,3873.633,-0.007404085,1685.7721,7500000.0,4449.0,468750.0,,117184.0,6.25056e-05,0.1,0.61144507 +3845.5,3872.955,-0.0102929985,1686.1249,7510000.0,4454.0,469375.0,,117312.0,6.23008e-05,0.1,0.6358587 +3862.0,3872.18,-0.0052925996,1686.4768,7520000.0,4459.0,470000.0,,117472.0,6.20448e-05,0.1,0.6405591 +3889.0,3872.04,-0.0111938305,1686.828,7530000.0,4464.0,470625.0,,117632.0,6.17888e-05,0.1,0.59968114 +3854.0,3872.01,-0.011630707,1686.8009,7540000.0,4470.0,471250.0,,117792.0,6.15328e-05,0.1,0.6963314 +3836.0,3871.695,-0.0020059743,1687.1509,7550000.0,4475.0,471875.0,,117952.0,6.12768e-05,0.1,0.66483486 +3859.4,3871.1392,0.0008090062,1687.1234,7560000.0,4481.0,472500.0,,118112.0,6.10208e-05,0.1,0.58952534 +3863.9,3870.4382,-0.007250742,1687.4722,7570000.0,4486.0,473125.0,,118272.0,6.07648e-05,0.1,0.6182661 +3872.0,3870.548,-0.011384353,1687.4443,7580000.0,4492.0,473750.0,,118432.0,6.05088e-05,0.1,0.62259555 +3879.5,3870.7432,-0.010714748,1687.7919,7590000.0,4497.0,474375.0,,118592.0,6.02528e-05,0.1,0.6257419 +3880.0,3871.083,-0.0028761788,1688.1385,7600000.0,4502.0,475000.0,,118720.0,6.0048e-05,0.1,0.6898489 +3885.0,3871.343,-0.0090691885,1688.4846,7610000.0,4507.0,475625.0,,118880.0,5.9792e-05,0.1,0.65375364 +3856.7,3871.25,-0.0010924882,1688.8298,7620000.0,4512.0,476250.0,,119040.0,5.9536e-05,0.1,0.6786042 +3879.2,3871.097,-0.004658704,1688.8004,7630000.0,4518.0,476875.0,,119200.0,5.928e-05,0.1,0.59016603 +3855.0,3870.942,-0.011738476,1689.1444,7640000.0,4523.0,477500.0,,119360.0,5.9024e-05,0.1,0.6268561 +3860.0,3870.8718,-0.010113258,1689.1146,7650000.0,4529.0,478125.0,,119520.0,5.8768e-05,0.1,0.66837525 +3852.5,3870.6318,-0.009685153,1689.4574,7660000.0,4534.0,478750.0,,119680.0,5.8512e-05,0.1,0.5744387 +3843.0,3870.167,-0.0053597363,1689.4274,7670000.0,4540.0,479375.0,,119840.0,5.8256e-05,0.1,0.7778169 +3868.0,3869.667,-0.011011545,1689.7689,7680000.0,4545.0,480000.0,,120000.0,5.8e-05,0.1,0.56702 +3871.5,3869.412,-0.006547491,1690.1099,7690000.0,4550.0,480625.0,,120128.0,5.77952e-05,0.1,0.60194194 +3885.5,3869.2568,-0.009754491,1690.079,7700000.0,4556.0,481250.0,,120288.0,5.75392e-05,0.1,0.6335424 +3878.0,3869.0518,-0.011903557,1690.4188,7710000.0,4561.0,481875.0,,120448.0,5.72832e-05,0.1,0.6434191 +3879.5,3868.7268,-0.011555763,1690.3876,7720000.0,4567.0,482500.0,,120608.0,5.70272e-05,0.1,0.7399868 +3881.5,3868.382,-0.009642714,1690.7262,7730000.0,4572.0,483125.0,,120768.0,5.67712e-05,0.1,0.6443496 +3898.5,3868.202,-0.011183184,1690.6946,7740000.0,4578.0,483750.0,,120928.0,5.65152e-05,0.1,0.7178322 +3901.5,3868.1418,-0.013272813,1690.6632,7750000.0,4584.0,484375.0,,121088.0,5.62592e-05,0.1,0.68188286 +3925.0,3868.627,-0.0060346094,1691.0002,7760000.0,4589.0,485000.0,,121248.0,5.60032e-05,0.1,0.60249174 +3910.0,3869.1472,-0.0052796975,1691.3365,7770000.0,4594.0,485625.0,,121376.0,5.57984e-05,0.1,0.6691791 +3871.9,3868.921,-0.0020088716,1691.6721,7780000.0,4599.0,486250.0,,121536.0,5.55424e-05,0.1,0.55360436 +3863.4,3868.335,-0.011352507,1691.6395,7790000.0,4605.0,486875.0,,121696.0,5.52864e-05,0.1,0.65564615 +3884.5,3868.475,-0.010837462,1691.607,7800000.0,4611.0,487500.0,,121856.0,5.50304e-05,0.1,0.7504089 +3882.5,3868.7854,-0.011120749,1691.941,7810000.0,4616.0,488125.0,,122016.0,5.47744e-05,0.1,0.6482399 +3870.0,3869.085,-0.009624303,1691.9083,7820000.0,4622.0,488750.0,,122176.0,5.45184e-05,0.1,0.56875944 +3894.0,3869.245,-0.012729863,1692.2412,7830000.0,4627.0,489375.0,,122336.0,5.42624e-05,0.1,0.703542 +3883.0,3869.515,-0.010352831,1692.2081,7840000.0,4633.0,490000.0,,122496.0,5.40064e-05,0.1,0.7033819 +3869.0,3869.845,-0.0067213727,1692.5399,7850000.0,4638.0,490625.0,,122656.0,5.37504e-05,0.1,0.5689291 +3868.5,3869.97,-0.010054814,1692.871,7860000.0,4643.0,491250.0,,122784.0,5.35456e-05,0.1,0.6414501 +3905.5,3870.225,-0.0099878125,1692.8372,7870000.0,4649.0,491875.0,,122944.0,5.32896e-05,0.1,0.56121427 +3882.5,3869.885,-0.008132788,1692.8035,7880000.0,4655.0,492500.0,,123104.0,5.30336e-05,0.1,0.73186576 +3838.5,3869.385,-0.0057915817,1693.133,7890000.0,4660.0,493125.0,,123264.0,5.27776e-05,0.1,0.709937 +3845.0,3868.65,-0.010549614,1693.4619,7900000.0,4665.0,493750.0,,123424.0,5.25216e-05,0.1,0.62590456 +3818.5,3867.595,-0.0075236442,1693.7902,7910000.0,4670.0,494375.0,,123584.0,5.22656e-05,0.1,0.65910274 +3822.5,3866.44,-0.010220812,1693.7554,7920000.0,4676.0,495000.0,,123744.0,5.20096e-05,0.1,0.8172102 +3852.5,3866.075,-0.0099543575,1693.7206,7930000.0,4682.0,495625.0,,123904.0,5.17536e-05,0.1,0.63146925 +3872.0,3866.175,-0.010541809,1694.0474,7940000.0,4687.0,496250.0,,124032.0,5.15488e-05,0.1,0.7316761 +3868.0,3866.27,-0.00997326,1694.3734,7950000.0,4692.0,496875.0,,124192.0,5.12928e-05,0.1,0.56192267 +3874.0,3866.4,-0.008998642,1694.338,7960000.0,4698.0,497500.0,,124352.0,5.10368e-05,0.1,0.62752235 +3886.5,3866.83,-0.008449563,1694.3027,7970000.0,4704.0,498125.0,,124512.0,5.07808e-05,0.1,0.7663599 +3868.9,3867.0342,-0.011491794,1694.6273,7980000.0,4709.0,498750.0,,124672.0,5.05248e-05,0.1,0.71423835 +3844.9,3866.9482,-0.0071345586,1694.5917,7990000.0,4715.0,499375.0,,124832.0,5.02688e-05,0.1,0.6632407 +3863.5,3866.8682,-0.010568901,1694.9153,8000000.0,4720.0,500000.0,,124992.0,5.00128e-05,0.1,0.6825691 +3872.0,3866.758,-0.010301639,1694.8794,8010000.0,4726.0,500625.0,,125152.0,4.97568e-05,0.1,0.729607 +3864.5,3866.8481,-0.009524675,1695.2019,8020000.0,4731.0,501250.0,,125312.0,4.95008e-05,0.1,0.61703855 +3858.5,3866.6882,-0.009698716,1695.5237,8030000.0,4736.0,501875.0,,125440.0,4.9296e-05,0.1,0.61877775 +3885.0,3866.7832,-0.010431607,1695.4872,8040000.0,4742.0,502500.0,,125600.0,4.904e-05,0.1,0.60031956 +3893.0,3866.953,-0.010875732,1695.4507,8050000.0,4748.0,503125.0,,125760.0,4.8784e-05,0.1,0.69374394 +3884.5,3867.2231,-0.0070638065,1695.7711,8060000.0,4753.0,503750.0,,125920.0,4.8528e-05,0.1,0.7090695 +3860.5,3866.808,-0.010795545,1695.7344,8070000.0,4759.0,504375.0,,126080.0,4.8272e-05,0.1,0.5530226 +3861.5,3866.343,-0.009469321,1696.0537,8080000.0,4764.0,505000.0,,126240.0,4.8016e-05,0.1,0.5656411 +3849.0,3866.0388,-0.010662477,1696.0167,8090000.0,4770.0,505625.0,,126400.0,4.776e-05,0.1,0.6603965 +3864.0,3866.085,-0.010119883,1695.9799,8100000.0,4776.0,506250.0,,126560.0,4.7504e-05,0.1,0.6805245 +3866.0,3865.936,-0.011570411,1696.2979,8110000.0,4781.0,506875.0,,126688.0,4.72992e-05,0.1,0.62506163 +3873.0,3865.7832,-0.010465356,1695.9064,8120000.0,4788.0,507500.0,,126848.0,4.70432e-05,0.1,0.6752001 +3873.0,3865.955,-0.010391238,1696.2236,8130000.0,4793.0,508125.0,,127008.0,4.67872e-05,0.1,0.6201058 +3860.0,3865.885,-0.009925691,1696.1866,8140000.0,4799.0,508750.0,,127168.0,4.65312e-05,0.1,0.70743966 +3871.5,3865.85,-0.012294499,1696.5029,8150000.0,4804.0,509375.0,,127328.0,4.62752e-05,0.1,0.6160848 +3872.5,3865.706,-0.011547335,1696.4657,8160000.0,4810.0,510000.0,,127488.0,4.60192e-05,0.1,0.61804324 +3883.0,3865.942,-0.0070079155,1696.7809,8170000.0,4815.0,510625.0,,127648.0,4.57632e-05,0.1,0.58882415 +3910.0,3866.2532,-0.011655787,1696.7434,8180000.0,4821.0,511250.0,,127808.0,4.55072e-05,0.1,0.7597196 +3911.5,3866.413,-0.011094163,1697.0576,8190000.0,4826.0,511875.0,,127968.0,4.52512e-05,0.1,0.6608579 +3897.0,3866.598,-0.010779275,1697.3711,8200000.0,4831.0,512500.0,,128096.0,4.50464e-05,0.1,0.62298906 +3900.0,3866.9832,-0.007252895,1697.6841,8210000.0,4836.0,513125.0,,128256.0,4.47904e-05,0.1,0.6701203 +3891.0,3867.498,-0.010134546,1697.6456,8220000.0,4842.0,513750.0,,128416.0,4.45344e-05,0.1,0.6507295 +3901.0,3868.3481,-0.010243956,1697.6073,8230000.0,4848.0,514375.0,,128576.0,4.42784e-05,0.1,0.6434981 +3882.5,3868.6877,-0.010340877,1697.9188,8240000.0,4853.0,515000.0,,128736.0,4.40224e-05,0.1,0.6044867 +3871.0,3868.798,-0.007850408,1697.8802,8250000.0,4859.0,515625.0,,128896.0,4.37664e-05,0.1,0.67235565 +3865.5,3869.218,-0.0017987413,1698.1908,8260000.0,4864.0,516250.0,,129056.0,4.35104e-05,0.1,0.62759066 +3885.0,3869.833,-0.010292455,1697.8033,8270000.0,4871.0,516875.0,,129216.0,4.32544e-05,0.1,0.68713576 +3880.0,3870.003,-0.011232786,1698.1132,8280000.0,4876.0,517500.0,,129344.0,4.30496e-05,0.1,0.5914533 +3881.5,3870.2732,-0.0100074215,1698.0746,8290000.0,4882.0,518125.0,,129504.0,4.27936e-05,0.1,0.6529522 +3887.0,3870.653,-0.009770371,1698.036,8300000.0,4888.0,518750.0,,129664.0,4.25376e-05,0.1,0.65033793 +3860.5,3870.8032,-0.01071283,1698.3446,8310000.0,4893.0,519375.0,,129824.0,4.22816e-05,0.1,0.5678004 +3856.0,3870.9978,-0.009217513,1698.3058,8320000.0,4899.0,520000.0,,129984.0,4.20256e-05,0.1,0.69209975 +3847.5,3870.8232,-0.010856929,1698.6134,8330000.0,4904.0,520625.0,,130144.0,4.17696e-05,0.1,0.6739145 +3856.5,3870.708,-0.009145581,1698.5743,8340000.0,4910.0,521250.0,,130304.0,4.15136e-05,0.1,0.6542064 +3854.4,3870.7822,-0.007961635,1698.881,8350000.0,4915.0,521875.0,,130464.0,4.12576e-05,0.1,0.70895475 +3834.7,3870.7288,-0.009850852,1698.8417,8360000.0,4921.0,522500.0,,130624.0,4.10016e-05,0.1,0.67243457 +3853.3,3870.5923,-0.008063268,1699.4924,8370000.0,4925.0,523125.0,,130752.0,4.07968e-05,0.1,0.68831193 +3855.0,3870.2222,-0.012198159,1699.4524,8380000.0,4931.0,523750.0,,130912.0,4.05408e-05,0.1,0.6881944 +3852.5,3869.807,-0.0109350495,1699.0685,8390000.0,4938.0,524375.0,,131072.0,4.02848e-05,0.1,0.61116 +3847.0,3869.567,-0.009583711,1699.0292,8400000.0,4944.0,525000.0,,131232.0,4.00288e-05,0.1,0.66907734 +3872.5,3869.6968,-0.009803355,1699.3333,8410000.0,4949.0,525625.0,,131392.0,3.97728e-05,0.1,0.69561684 +3854.1,3869.9028,-0.0109587265,1699.2937,8420000.0,4955.0,526250.0,,131552.0,3.95168e-05,0.1,0.69297314 +3862.6,3870.3237,-0.0036945185,1699.5968,8430000.0,4960.0,526875.0,,131712.0,3.92608e-05,0.1,0.5555744 +3841.5,3870.0437,-0.013412024,1699.557,8440000.0,4966.0,527500.0,,131872.0,3.90048e-05,0.1,0.66314733 +3853.0,3870.1238,-0.010837567,1699.8591,8450000.0,4971.0,528125.0,,132000.0,3.88e-05,0.1,0.6102545 +3894.0,3870.3987,-0.012392707,1699.8192,8460000.0,4977.0,528750.0,,132160.0,3.8544e-05,0.1,0.7529687 +3877.0,3870.339,-0.010401235,1699.7793,8470000.0,4983.0,529375.0,,132320.0,3.8288e-05,0.1,0.6307112 +3866.5,3870.299,-0.003497284,1700.0802,8480000.0,4988.0,530000.0,,132480.0,3.8032e-05,0.1,0.69866437 +3846.5,3870.1338,0.017311875,1700.04,8490000.0,4994.0,530625.0,,132640.0,3.7776e-05,0.1,0.6974475 +3851.5,3869.9238,-0.007191117,1700.0,8500000.0,5000.0,531250.0,,132800.0,3.752e-05,0.1,0.6976453 +3856.0,3870.029,-0.007361446,1699.9601,8510000.0,5006.0,531875.0,,132960.0,3.7264e-05,0.1,0.6304414 +3873.5,3870.144,-0.008432768,1700.2594,8520000.0,5011.0,532500.0,,133120.0,3.7008e-05,0.1,0.6438995 +3865.5,3869.9087,-0.0025402894,1700.2192,8530000.0,5017.0,533125.0,,133280.0,3.6752e-05,0.1,0.6789403 +3866.5,3870.0337,-0.011807829,1700.1792,8540000.0,5023.0,533750.0,,133408.0,3.65472e-05,0.1,0.6576624 +3847.5,3870.1492,-0.009278499,1700.1392,8550000.0,5029.0,534375.0,,133568.0,3.62912e-05,0.1,0.67400247 +3854.0,3870.095,-0.010102873,1700.437,8560000.0,5034.0,535000.0,,133728.0,3.60352e-05,0.1,0.60398567 +3875.5,3870.2112,-0.0033759545,1700.3969,8570000.0,5040.0,535625.0,,133888.0,3.57792e-05,0.1,0.64890075 +3835.0,3869.8408,-0.005402324,1700.6937,8580000.0,5045.0,536250.0,,134048.0,3.55232e-05,0.1,0.60243607 +3840.0,3869.4463,-0.008975716,1700.6533,8590000.0,5051.0,536875.0,,134208.0,3.52672e-05,0.1,0.63402617 +3860.0,3869.2458,-0.00899144,1700.2767,8600000.0,5058.0,537500.0,,134368.0,3.50112e-05,0.1,0.5684214 +3854.0,3868.9363,-0.009958727,1700.5728,8610000.0,5063.0,538125.0,,134528.0,3.47552e-05,0.1,0.6379274 +3867.5,3869.044,-0.009933848,1700.8682,8620000.0,5068.0,538750.0,,134656.0,3.45504e-05,0.1,0.6634691 +3878.0,3869.032,-0.009075133,1700.8278,8630000.0,5074.0,539375.0,,134816.0,3.42944e-05,0.1,0.650097 +3858.5,3869.067,-0.010865315,1701.1223,8640000.0,5079.0,540000.0,,134976.0,3.40384e-05,0.1,0.6370456 +3850.5,3868.972,-0.008698231,1701.0817,8650000.0,5085.0,540625.0,,135136.0,3.37824e-05,0.1,0.60354733 +3840.5,3868.8523,-0.005219058,1701.3752,8660000.0,5090.0,541250.0,,135296.0,3.35264e-05,0.1,0.60653436 +3836.5,3868.7869,-0.00035952235,1701.3344,8670000.0,5096.0,541875.0,,135456.0,3.32704e-05,0.1,0.6459683 +3878.4,3868.8909,-0.011256712,1701.6271,8680000.0,5101.0,542500.0,,135616.0,3.30144e-05,0.1,0.66324914 +3892.9,3869.105,-0.007963183,1701.9193,8690000.0,5106.0,543125.0,,135776.0,3.27584e-05,0.1,0.6413231 +3881.0,3869.0603,-0.008985752,1701.8779,8700000.0,5112.0,543750.0,,135936.0,3.25024e-05,0.1,0.62649846 +3884.5,3869.125,-0.00926494,1702.1692,8710000.0,5117.0,544375.0,,136064.0,3.22976e-05,0.1,0.66758114 +3872.0,3869.05,-0.010427295,1702.1277,8720000.0,5123.0,545000.0,,136224.0,3.20416e-05,0.1,0.58592796 +3839.5,3868.63,-0.008264985,1702.0862,8730000.0,5129.0,545625.0,,136384.0,3.17856e-05,0.1,0.5391227 +3853.0,3868.175,-0.0024908516,1701.7134,8740000.0,5136.0,546250.0,,136544.0,3.15296e-05,0.1,0.668504 +3835.5,3867.515,-0.007743032,1701.6725,8750000.0,5142.0,546875.0,,136704.0,3.12736e-05,0.1,0.5806943 +3867.5,3866.94,-0.00943436,1701.6317,8760000.0,5148.0,547500.0,,136864.0,3.10176e-05,0.1,0.5808289 +3882.0,3866.66,-0.011187808,1701.9213,8770000.0,5153.0,548125.0,,137024.0,3.07616e-05,0.1,0.6381546 +3878.0,3866.721,-0.011452094,1702.2102,8780000.0,5158.0,548750.0,,137184.0,3.05056e-05,0.1,0.6103946 +3861.5,3866.702,-0.009504813,1702.4985,8790000.0,5163.0,549375.0,,137312.0,3.03008e-05,0.1,0.60772127 +3843.0,3866.2869,-0.008257017,1702.4569,8800000.0,5169.0,550000.0,,137472.0,3.00448e-05,0.1,0.59199965 +3834.5,3865.807,-0.007821863,1702.7445,8810000.0,5174.0,550625.0,,137632.0,2.97888e-05,0.1,0.65917915 +3857.5,3865.682,-0.008985518,1702.7028,8820000.0,5180.0,551250.0,,137792.0,2.95328e-05,0.1,0.6151446 +3869.0,3865.432,-0.008890757,1702.9894,8830000.0,5185.0,551875.0,,137952.0,2.92768e-05,0.1,0.6257328 +3848.0,3865.0818,-0.0021694882,1703.2755,8840000.0,5190.0,552500.0,,138112.0,2.90208e-05,0.1,0.64492893 +3850.5,3864.897,-0.007249657,1703.2333,8850000.0,5196.0,553125.0,,138272.0,2.87648e-05,0.1,0.5714629 +3855.5,3864.7668,-0.007895989,1703.191,8860000.0,5202.0,553750.0,,138432.0,2.85088e-05,0.1,0.61494327 +3872.5,3864.4368,-0.011114246,1703.4761,8870000.0,5207.0,554375.0,,138592.0,2.82528e-05,0.1,0.68259287 +3850.0,3864.1118,-0.009185249,1703.7605,8880000.0,5212.0,555000.0,,138720.0,2.8048e-05,0.1,0.5841315 +3840.5,3864.1318,-0.009580945,1704.0444,8890000.0,5217.0,555625.0,,138880.0,2.7792e-05,0.1,0.67569435 +3844.5,3864.127,-0.003640561,1704.0016,8900000.0,5223.0,556250.0,,139040.0,2.7536e-05,0.1,0.5189495 +3825.5,3864.1968,-0.008453606,1704.2847,8910000.0,5228.0,556875.0,,139200.0,2.728e-05,0.1,0.6281871 +3826.5,3864.2368,-0.00783796,1704.2415,8920000.0,5234.0,557500.0,,139360.0,2.7024e-05,0.1,0.6248119 +3844.0,3864.1519,-0.008846226,1704.1985,8930000.0,5240.0,558125.0,,139520.0,2.6768e-05,0.1,0.6695905 +3858.5,3864.0168,-0.01003574,1704.4805,8940000.0,5245.0,558750.0,,139680.0,2.6512e-05,0.1,0.6132832 +3858.0,3863.917,-0.009295494,1704.4373,8950000.0,5251.0,559375.0,,139840.0,2.6256e-05,0.1,0.56340075 +3877.5,3863.952,-0.008426628,1704.3942,8960000.0,5257.0,560000.0,,140000.0,2.6e-05,0.1,0.54845357 +3878.5,3863.8718,-0.007269857,1704.675,8970000.0,5262.0,560625.0,,140128.0,2.57952e-05,0.1,0.56018364 +3857.0,3863.7532,-0.007067167,1704.9553,8980000.0,5267.0,561250.0,,140288.0,2.55392e-05,0.1,0.65907025 +3867.5,3863.9788,-0.007585772,1704.9119,8990000.0,5273.0,561875.0,,140448.0,2.52832e-05,0.1,0.6447615 +3857.0,3863.9138,-0.009788991,1705.1914,9000000.0,5278.0,562500.0,,140608.0,2.50272e-05,0.1,0.62276614 +3849.0,3863.684,-0.009407641,1705.1476,9010000.0,5284.0,563125.0,,140768.0,2.47712e-05,0.1,0.69887036 +3840.0,3863.4387,-0.0071438435,1705.4264,9020000.0,5289.0,563750.0,,140928.0,2.45152e-05,0.1,0.68736947 +3868.0,3863.5337,-0.00842628,1705.3824,9030000.0,5295.0,564375.0,,141088.0,2.42592e-05,0.1,0.6379148 +3834.0,3863.0242,-0.008991224,1705.6604,9040000.0,5300.0,565000.0,,141248.0,2.40032e-05,0.1,0.66736114 +3853.0,3862.624,-0.007819773,1705.9377,9050000.0,5305.0,565625.0,,141376.0,2.37984e-05,0.1,0.6599101 +3882.5,3862.604,-0.0005685551,1705.8934,9060000.0,5311.0,566250.0,,141536.0,2.35424e-05,0.1,0.6696805 +3859.0,3862.589,-0.009364728,1706.17,9070000.0,5316.0,566875.0,,141696.0,2.32864e-05,0.1,0.63070107 +3863.5,3862.6091,-0.0068954765,1706.1255,9080000.0,5322.0,567500.0,,141856.0,2.30304e-05,0.1,0.51680523 +3880.5,3862.924,-0.008165966,1706.081,9090000.0,5328.0,568125.0,,142016.0,2.27744e-05,0.1,0.6653038 +3850.5,3862.789,-0.0100739,1706.3567,9100000.0,5333.0,568750.0,,142176.0,2.25184e-05,0.1,0.73204315 +3849.0,3862.6191,-0.009087043,1706.6317,9110000.0,5338.0,569375.0,,142336.0,2.22624e-05,0.1,0.6406313 +3833.5,3862.224,-0.009135698,1706.5868,9120000.0,5344.0,570000.0,,142496.0,2.20064e-05,0.1,0.6133877 +3841.5,3861.9092,-0.0070704203,1706.5421,9130000.0,5350.0,570625.0,,142656.0,2.17504e-05,0.1,0.64830947 +3865.5,3861.964,-0.009410536,1706.816,9140000.0,5355.0,571250.0,,142784.0,2.15456e-05,0.1,0.70196986 +3852.5,3861.7742,-0.009025091,1707.0896,9150000.0,5360.0,571875.0,,142944.0,2.12896e-05,0.1,0.64085376 +3859.5,3861.644,-0.0067206016,1707.3625,9160000.0,5365.0,572500.0,,143104.0,2.10336e-05,0.1,0.6928383 +3841.5,3861.229,-0.007402567,1707.317,9170000.0,5371.0,573125.0,,143264.0,2.07776e-05,0.1,0.64185834 +3849.5,3860.624,-0.009181789,1707.5892,9180000.0,5376.0,573750.0,,143424.0,2.05216e-05,0.1,0.6242766 +3854.5,3860.054,-0.009882251,1707.861,9190000.0,5381.0,574375.0,,143584.0,2.02656e-05,0.1,0.6387958 +3843.0,3859.5142,-0.008515515,1707.8151,9200000.0,5387.0,575000.0,,143744.0,2.00096e-05,0.1,0.6275281 +3836.0,3858.874,-0.008479843,1708.086,9210000.0,5392.0,575625.0,,143904.0,1.97536e-05,0.1,0.65284467 +3850.5,3858.469,-0.008564158,1708.3564,9220000.0,5397.0,576250.0,,144032.0,1.95488e-05,0.1,0.6494177 +3851.0,3857.969,-0.009075206,1708.6265,9230000.0,5402.0,576875.0,,144192.0,1.92928e-05,0.1,0.6008522 +3872.0,3857.864,-0.0075588506,1708.5798,9240000.0,5408.0,577500.0,,144352.0,1.90368e-05,0.1,0.6409589 +3871.0,3857.864,-0.0065744123,1708.8491,9250000.0,5413.0,578125.0,,144512.0,1.87808e-05,0.1,0.66830754 +3859.5,3857.804,-0.0020762791,1709.1178,9260000.0,5418.0,578750.0,,144672.0,1.85248e-05,0.1,0.6037096 +3870.0,3857.654,-0.00797172,1709.0708,9270000.0,5424.0,579375.0,,144832.0,1.82688e-05,0.1,0.61015624 +3867.0,3857.5242,-0.008705857,1709.3387,9280000.0,5429.0,580000.0,,144992.0,1.80128e-05,0.1,0.6672026 +3854.0,3857.249,-0.0066489056,1709.6062,9290000.0,5434.0,580625.0,,145152.0,1.77568e-05,0.1,0.5759475 +3841.5,3856.794,-0.008029858,1709.5588,9300000.0,5440.0,581250.0,,145312.0,1.75008e-05,0.1,0.5630676 +3848.0,3856.6687,-0.0068992684,1709.8256,9310000.0,5445.0,581875.0,,145440.0,1.7296e-05,0.1,0.6006808 +3853.5,3856.644,-0.005668402,1710.0918,9320000.0,5450.0,582500.0,,145600.0,1.704e-05,0.1,0.5593019 +3860.5,3856.7742,-0.009695992,1710.3574,9330000.0,5455.0,583125.0,,145760.0,1.6784e-05,0.1,0.6576246 +3858.0,3856.789,-0.009311946,1710.3094,9340000.0,5461.0,583750.0,,145920.0,1.6528e-05,0.1,0.6581393 +3864.5,3856.89,-0.00762661,1710.2616,9350000.0,5467.0,584375.0,,146080.0,1.6272e-05,0.1,0.5366305 +3863.0,3857.173,-0.0038568403,1710.2137,9360000.0,5473.0,585000.0,,146240.0,1.6016e-05,0.1,0.53764164 +3864.5,3857.285,-0.0054826555,1710.4783,9370000.0,5478.0,585625.0,,146400.0,1.576e-05,0.1,0.6239956 +3858.0,3857.315,-0.007527129,1710.4303,9380000.0,5484.0,586250.0,,146560.0,1.5504e-05,0.1,0.63523364 +3887.5,3857.665,-0.0076721273,1711.0059,9390000.0,5488.0,586875.0,,146688.0,1.52992e-05,0.1,0.6199801 +3881.0,3858.005,-0.010092599,1710.9574,9400000.0,5494.0,587500.0,,146848.0,1.50432e-05,0.1,0.6064989 +3866.5,3857.945,-0.0067979204,1711.2202,9410000.0,5499.0,588125.0,,147008.0,1.47872e-05,0.1,0.62261784 +3859.0,3857.9941,-0.007881224,1711.4825,9420000.0,5504.0,588750.0,,147168.0,1.45312e-05,0.1,0.59903497 +3861.5,3857.9832,-0.0075327717,1711.4337,9430000.0,5510.0,589375.0,,147328.0,1.42752e-05,0.1,0.55111325 +3868.0,3858.248,-0.006755225,1711.6954,9440000.0,5515.0,590000.0,,147488.0,1.40192e-05,0.1,0.60954195 +3854.0,3858.258,-0.00650598,1711.6465,9450000.0,5521.0,590625.0,,147648.0,1.37632e-05,0.1,0.6355319 +3869.0,3858.008,-0.008203428,1711.9073,9460000.0,5526.0,591250.0,,147808.0,1.35072e-05,0.1,0.6714982 +3842.0,3857.6582,-0.007600812,1711.8583,9470000.0,5532.0,591875.0,,147968.0,1.32512e-05,0.1,0.6283091 +3845.0,3857.443,-0.008608536,1712.1185,9480000.0,5537.0,592500.0,,148096.0,1.30464e-05,0.1,0.6763799 +3850.5,3857.4832,-0.0067879297,1712.3782,9490000.0,5542.0,593125.0,,148256.0,1.27904e-05,0.1,0.5739506 +3847.0,3857.4382,0.0029266956,1712.3287,9500000.0,5548.0,593750.0,,148416.0,1.25344e-05,0.1,0.6407542 +3842.5,3857.3032,-0.0076768855,1712.5878,9510000.0,5553.0,594375.0,,148576.0,1.22784e-05,0.1,0.6675134 +3829.0,3856.8582,-0.004126335,1712.8463,9520000.0,5558.0,595000.0,,148736.0,1.20224e-05,0.1,0.56831276 +3847.0,3856.673,-0.007368813,1712.7965,9530000.0,5564.0,595625.0,,148896.0,1.17664e-05,0.1,0.5849999 +3860.0,3856.6082,-0.00029539477,1712.7468,9540000.0,5570.0,596250.0,,149056.0,1.15104e-05,0.1,0.6563171 +3861.0,3856.7432,-0.0064778756,1713.0045,9550000.0,5575.0,596875.0,,149216.0,1.12544e-05,0.1,0.60477996 +3832.0,3856.5232,-0.008137785,1713.2616,9560000.0,5580.0,597500.0,,149344.0,1.10496e-05,0.1,0.7323241 +3858.0,3856.3481,-0.0066443407,1713.5183,9570000.0,5585.0,598125.0,,149504.0,1.07936e-05,0.1,0.5528709 +3861.0,3856.6082,-0.0047902777,1713.468,9580000.0,5591.0,598750.0,,149664.0,1.05376e-05,0.1,0.5648039 +3895.5,3857.163,-0.0062107164,1713.7241,9590000.0,5596.0,599375.0,,149824.0,1.02816e-05,0.1,0.66968733 +3896.0,3857.5232,-0.008529641,1713.6737,9600000.0,5602.0,600000.0,,149984.0,1.00256e-05,0.1,0.62412345 +3894.0,3857.923,-0.001953213,1713.9291,9610000.0,5607.0,600625.0,,150144.0,9.7696e-06,0.1,0.5351236 +3877.0,3858.018,-0.007639236,1714.1838,9620000.0,5612.0,601250.0,,150304.0,9.5136e-06,0.1,0.683514 +3870.0,3857.9382,-0.0069710747,1714.4384,9630000.0,5617.0,601875.0,,150464.0,9.2576e-06,0.1,0.6392323 +3855.5,3857.9082,-0.0077899657,1714.3873,9640000.0,5623.0,602500.0,,150624.0,9.0016e-06,0.1,0.5603731 +3868.5,3858.0881,-0.007463322,1714.9458,9650000.0,5627.0,603125.0,,150752.0,8.7968e-06,0.1,0.68595123 +3863.5,3858.318,-0.0063982983,1714.8944,9660000.0,5633.0,603750.0,,150912.0,8.5408e-06,0.1,0.57750654 +3845.0,3858.403,-0.007267133,1715.1472,9670000.0,5638.0,604375.0,,151072.0,8.2848e-06,0.1,0.53002936 +3830.0,3857.919,-0.005704611,1715.3997,9680000.0,5643.0,605000.0,,151232.0,8.0288e-06,0.1,0.53608525 +3855.5,3857.545,-0.0064360187,1715.3479,9690000.0,5649.0,605625.0,,151392.0,7.7728e-06,0.1,0.6004977 +3860.5,3857.34,-0.0068611265,1715.5996,9700000.0,5654.0,606250.0,,151552.0,7.5168e-06,0.1,0.48273966 +3849.0,3856.985,-0.0057011736,1715.5477,9710000.0,5660.0,606875.0,,151712.0,7.2608e-06,0.1,0.6280646 +3844.5,3856.71,-0.006241975,1715.7987,9720000.0,5665.0,607500.0,,151872.0,7.0048e-06,0.1,0.63737565 +3840.5,3856.72,-0.006367256,1716.0494,9730000.0,5670.0,608125.0,,152000.0,6.8e-06,0.1,0.6168094 +3842.0,3856.61,-0.0056939507,1716.2996,9740000.0,5675.0,608750.0,,152160.0,6.544e-06,0.1,0.6973351 +3863.0,3856.885,-0.0076383958,1716.2472,9750000.0,5681.0,609375.0,,152320.0,6.288e-06,0.1,0.60885894 +3855.0,3856.76,-0.0040431595,1716.4967,9760000.0,5686.0,610000.0,,152480.0,6.032e-06,0.1,0.56688607 +3843.0,3856.37,-0.005831521,1716.4441,9770000.0,5692.0,610625.0,,152640.0,5.776e-06,0.1,0.58471906 +3855.0,3856.14,-0.0063619865,1716.693,9780000.0,5697.0,611250.0,,152800.0,5.52e-06,0.1,0.6358677 +3869.5,3856.22,-0.007080652,1716.9414,9790000.0,5702.0,611875.0,,152960.0,5.264e-06,0.1,0.60558254 +3873.5,3856.525,-0.0010859893,1716.8885,9800000.0,5708.0,612500.0,,153120.0,5.008e-06,0.1,0.5182261 +3857.5,3856.755,-0.004717599,1716.8358,9810000.0,5714.0,613125.0,,153280.0,4.752e-06,0.1,0.5999263 +3852.5,3856.705,-0.0051727076,1717.0834,9820000.0,5719.0,613750.0,,153408.0,4.5472e-06,0.1,0.56597906 +3852.0,3856.535,-0.0056046676,1717.0305,9830000.0,5725.0,614375.0,,153568.0,4.2912e-06,0.1,0.5619331 +3857.5,3856.63,-0.007138175,1717.2775,9840000.0,5730.0,615000.0,,153728.0,4.0352e-06,0.1,0.6916126 +3874.5,3856.87,-0.002827064,1717.2245,9850000.0,5736.0,615625.0,,153888.0,3.7792e-06,0.1,0.5733014 +3872.0,3857.035,0.002561336,1717.4708,9860000.0,5741.0,616250.0,,154048.0,3.5232e-06,0.1,0.68377924 +3837.0,3856.68,-0.0056581274,1717.4177,9870000.0,5747.0,616875.0,,154208.0,3.2672e-06,0.1,0.60485446 +3850.5,3856.685,-0.005811858,1717.6635,9880000.0,5752.0,617500.0,,154368.0,3.0112e-06,0.1,0.56320786 +3877.5,3857.055,-0.005263243,1717.312,9890000.0,5759.0,618125.0,,154528.0,2.7552e-06,0.1,0.624394 +3861.5,3857.225,-0.0040787053,1717.5573,9900000.0,5764.0,618750.0,,154656.0,2.5504e-06,0.1,0.6389301 +3843.5,3857.405,-0.0051393593,1717.802,9910000.0,5769.0,619375.0,,154816.0,2.2944e-06,0.1,0.6014299 +3861.0,3857.75,-0.0043178806,1718.0464,9920000.0,5774.0,620000.0,,154976.0,2.0384e-06,0.1,0.5942838 +3876.5,3858.075,-0.0053178295,1718.2904,9930000.0,5779.0,620625.0,,155136.0,1.7824e-06,0.1,0.55747235 +3875.0,3858.24,-0.0056322953,1718.2368,9940000.0,5785.0,621250.0,,155296.0,1.5264e-06,0.1,0.64956176 +3883.0,3858.49,-0.0007243502,1718.1833,9950000.0,5791.0,621875.0,,155456.0,1.2704e-06,0.1,0.66017497 +3882.5,3858.54,-0.004499976,1718.4265,9960000.0,5796.0,622500.0,,155616.0,1.0144e-06,0.1,0.61683536 +3846.0,3858.215,-0.0019698152,1718.3729,9970000.0,5802.0,623125.0,,155776.0,7.584e-07,0.1,0.5535245 +3857.5,3858.22,-0.0028612975,1718.3196,9980000.0,5808.0,623750.0,,155936.0,5.024e-07,0.1,0.6125082 +3834.5,3857.89,-0.004361904,1718.5619,9990000.0,5813.0,624375.0,,156064.0,2.976e-07,0.1,0.59652925 +3836.5,3857.685,-0.0039838674,1718.8037,10000000.0,5818.0,625000.0,,156224.0,4.16e-08,0.1,0.49818406 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_train.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..88115fcaa2ac1a7cb25f6bdf226ae568004c0dcb --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +820.0,820.0,-0.020127216,1000.0,10000.0,10.0,625.0,,128.0,0.0002497952,0.1,1.7626178 +802.5,811.25,-0.025157988,1176.4706,20000.0,17.0,1250.0,,288.0,0.0002495392,0.1,1.7585618 +831.29034,817.9301,-0.025943756,1250.0,30000.0,24.0,1875.0,,448.0,0.0002492832,0.1,1.7350453 +795.9036,812.42346,-0.02499955,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,1.715502 +759.0,801.7388,-0.025558593,1315.7894,50000.0,38.0,3125.0,,768.0,0.0002487712,0.1,1.6683645 +766.2,795.8157,-0.024221493,1333.3334,60000.0,45.0,3750.0,,928.0,0.0002485152,0.1,1.6593983 +779.0,793.41345,-0.02335795,1346.1538,70000.0,52.0,4375.0,,1088.0,0.0002482592,0.1,1.6528367 +794.4,793.53674,-0.025928525,1333.3334,80000.0,60.0,5000.0,,1248.0,0.0002480032,0.1,1.6387767 +814.2,795.8327,-0.020133348,1363.6364,90000.0,66.0,5625.0,,1376.0,0.0002477984,0.1,1.62068 +806.0,796.8494,-0.02394636,1369.863,100000.0,73.0,6250.0,,1536.0,0.0002475424,0.1,1.6011927 +774.6,794.8267,-0.022303462,1375.0,110000.0,80.0,6875.0,,1696.0,0.0002472864,0.1,1.6305251 +770.6,792.8078,-0.025462339,1379.3103,120000.0,87.0,7500.0,,1856.0,0.0002470304,0.1,1.6290314 +742.6,788.9456,-0.021701373,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.5765932 +704.2,782.8924,-0.022645442,1386.1387,140000.0,101.0,8750.0,,2176.0,0.0002465184,0.1,1.6033235 +673.4,775.5929,-0.022049233,1388.8889,150000.0,108.0,9375.0,,2336.0,0.0002462624,0.1,1.581415 +642.2,767.25586,-0.022285184,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.584188 +654.8,760.6408,-0.025313646,1404.9586,170000.0,121.0,10625.0,,2656.0,0.0002457504,0.1,1.5745362 +678.0,756.0496,-0.020541325,1406.25,180000.0,128.0,11250.0,,2784.0,0.0002455456,0.1,1.5070319 +693.8,752.7733,-0.025618104,1407.4073,190000.0,135.0,11875.0,,2944.0,0.0002452896,0.1,1.5153544 +687.0,749.4847,-0.022423511,1398.6014,200000.0,143.0,12500.0,,3104.0,0.0002450336,0.1,1.5716289 +744.2,749.23303,-0.023421481,1400.0,210000.0,150.0,13125.0,,3264.0,0.0002447776,0.1,1.5510557 +780.4,750.64966,-0.017146265,1392.405,220000.0,158.0,13750.0,,3424.0,0.0002445216,0.1,1.5024333 +819.6,753.6475,-0.021306803,1402.439,230000.0,164.0,14375.0,,3584.0,0.0002442656,0.1,1.537796 +815.2,756.2122,-0.027878078,1403.5088,240000.0,171.0,15000.0,,3744.0,0.0002440096,0.1,1.4680448 +801.4,758.0198,-0.022227552,1404.4944,250000.0,178.0,15625.0,,3904.0,0.0002437536,0.1,1.5101023 +791.8,759.31903,-0.015111587,1405.4054,260000.0,185.0,16250.0,,4032.0,0.0002435488,0.1,1.4353185 +795.4,760.6554,-0.025270455,1413.6125,270000.0,191.0,16875.0,,4192.0,0.0002432928,0.1,1.569499 +834.0,763.27484,-0.027695535,1414.1414,280000.0,198.0,17500.0,,4352.0,0.0002430368,0.1,1.5006766 +865.4,766.7964,-0.020513289,1407.767,290000.0,206.0,18125.0,,4512.0,0.0002427808,0.1,1.5116987 +899.8,771.22986,-0.027564406,1408.4507,300000.0,213.0,18750.0,,4672.0,0.0002425248,0.1,1.5652449 +899.4,775.36444,-0.015828503,1409.091,310000.0,220.0,19375.0,,4832.0,0.0002422688,0.1,1.4970431 +924.8,780.0342,-0.022066837,1403.5088,320000.0,228.0,20000.0,,4992.0,0.0002420128,0.1,1.5119733 +1027.2,787.52405,-0.017117918,1398.305,330000.0,236.0,20625.0,,5152.0,0.0002417568,0.1,1.4408171 +1091.6,796.4674,-0.01886923,1399.177,340000.0,243.0,21250.0,,5312.0,0.0002415008,0.1,1.5152779 +1188.8,807.67694,-0.01687317,1405.6224,350000.0,249.0,21875.0,,5440.0,0.000241296,0.1,1.4606385 +1243.4,819.7804,-0.026727248,1406.25,360000.0,256.0,22500.0,,5600.0,0.00024104,0.1,1.478688 +1368.6,834.61334,-0.024934966,1401.5151,370000.0,264.0,23125.0,,5760.0,0.000240784,0.1,1.4866471 +1488.0,851.80774,-0.025809886,1402.214,380000.0,271.0,23750.0,,5920.0,0.000240528,0.1,1.451061 +1515.2,868.8178,-0.022350222,1402.8777,390000.0,278.0,24375.0,,6080.0,0.000240272,0.1,1.4225376 +1525.6,885.2373,-0.018717764,1403.5088,400000.0,285.0,25000.0,,6240.0,0.000240016,0.1,1.4066443 +1526.8,900.8852,-0.02233436,1404.1096,410000.0,292.0,25625.0,,6400.0,0.00023976,0.1,1.4145014 +1576.6,916.9737,-0.022464853,1404.6823,420000.0,299.0,26250.0,,6560.0,0.000239504,0.1,1.4205847 +1641.6,933.8255,-0.019692384,1409.836,430000.0,305.0,26875.0,,6688.0,0.0002392992,0.1,1.4631648 +1896.0,955.6931,-0.017374558,1410.2565,440000.0,312.0,27500.0,,6848.0,0.0002390432,0.1,1.4023284 +1961.0,978.03326,-0.021883942,1410.6583,450000.0,319.0,28125.0,,7008.0,0.0002387872,0.1,1.3662528 +2156.6,1003.6543,-0.023890447,1411.043,460000.0,326.0,28750.0,,7168.0,0.0002385312,0.1,1.3044648 +2230.6,1029.7595,-0.021432305,1411.4114,470000.0,333.0,29375.0,,7328.0,0.0002382752,0.1,1.2810898 +2280.2,1055.8102,-0.022228004,1407.6246,480000.0,341.0,30000.0,,7488.0,0.0002380192,0.1,1.2624104 +2420.8,1083.6671,-0.023908282,1408.046,490000.0,348.0,30625.0,,7648.0,0.0002377632,0.1,1.2422196 +2452.8,1111.0498,-0.017194258,1404.4944,500000.0,356.0,31250.0,,7808.0,0.0002375072,0.1,1.2267804 +2622.0,1140.6763,-0.015713077,1404.9586,510000.0,363.0,31875.0,,7968.0,0.0002372512,0.1,1.2097602 +2692.8,1170.5249,-0.018840311,1405.4054,520000.0,370.0,32500.0,,8096.0,0.0002370464,0.1,1.1000333 +2770.0,1200.7036,-0.017287077,1402.1165,530000.0,378.0,33125.0,,8256.0,0.0002367904,0.1,1.1252215 +2833.8,1230.9462,-0.0143284835,1402.5974,540000.0,385.0,33750.0,,8416.0,0.0002365344,0.1,1.0751865 +2832.6,1260.0671,-0.014363062,1403.0613,550000.0,392.0,34375.0,,8576.0,0.0002362784,0.1,1.0595021 +2940.0,1290.066,-0.019382365,1403.5088,560000.0,399.0,35000.0,,8736.0,0.0002360224,0.1,1.134315 +2928.7,1318.814,-0.013381419,1403.9409,570000.0,406.0,35625.0,,8896.0,0.0002357664,0.1,1.0737679 +2943.9,1346.8328,-0.015060454,1400.9662,580000.0,414.0,36250.0,,9056.0,0.0002355104,0.1,1.0345216 +2958.4,1374.1473,-0.014486726,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.0229762 +2923.3,1399.9666,-0.00218909,1392.1113,600000.0,431.0,37500.0,,9344.0,0.0002350496,0.1,1.0457654 +2909.8,1424.7179,-0.006425693,1392.6941,610000.0,438.0,38125.0,,9504.0,0.0002347936,0.1,1.0658797 +2942.9,1449.2046,0.011689565,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.0368718 +2933.0,1472.757,-0.0034358208,1393.8053,630000.0,452.0,39375.0,,9824.0,0.0002342816,0.1,0.9278913 +3040.9,1497.2593,-0.014229799,1394.3356,640000.0,459.0,40000.0,,9984.0,0.0002340256,0.1,1.0486672 +3081.1,1521.6261,-0.005374069,1394.8497,650000.0,466.0,40625.0,,10144.0,0.0002337696,0.1,1.0162854 +3115.2,1545.7712,0.0070301304,1395.3489,660000.0,473.0,41250.0,,10304.0,0.0002335136,0.1,1.0405291 +3155.2,1569.7926,-0.01732877,1395.8334,670000.0,480.0,41875.0,,10464.0,0.0002332576,0.1,0.91009986 +3131.3,1592.7559,-0.004493332,1396.304,680000.0,487.0,42500.0,,10624.0,0.0002330016,0.1,0.95395803 +3114.2,1614.8058,-0.014944725,1399.5944,690000.0,493.0,43125.0,,10752.0,0.0002327968,0.1,0.9509096 +3124.6,1636.3744,-0.009356958,1400.0,700000.0,500.0,43750.0,,10912.0,0.0002325408,0.1,0.9216554 +3050.7,1656.2944,-0.009786006,1400.3945,710000.0,507.0,44375.0,,11072.0,0.0002322848,0.1,0.89306086 +3042.5,1675.5471,-0.010724947,1398.0582,720000.0,515.0,45000.0,,11232.0,0.0002320288,0.1,0.940393 +3046.8,1694.3313,-0.016430762,1398.4674,730000.0,522.0,45625.0,,11392.0,0.0002317728,0.1,1.0473115 +3017.2,1712.208,0.0121514145,1398.8658,740000.0,529.0,46250.0,,11552.0,0.0002315168,0.1,0.9497159 +3038.7,1729.8945,-4.121504e-05,1399.2538,750000.0,536.0,46875.0,,11712.0,0.0002312608,0.1,0.9557357 +3043.5,1747.1788,-0.014721705,1399.6317,760000.0,543.0,47500.0,,11872.0,0.0002310048,0.1,1.0703117 +3054.9,1764.1624,-0.007657313,1400.0,770000.0,550.0,48125.0,,12000.0,0.0002308,0.1,0.95149875 +3040.7,1780.5282,-0.012602069,1400.359,780000.0,557.0,48750.0,,12160.0,0.000230544,0.1,1.0707757 +3024.7,1796.2773,-0.004803243,1400.7092,790000.0,564.0,49375.0,,12320.0,0.000230288,0.1,0.98770845 +3040.6,1811.8313,0.009321009,1401.0508,800000.0,571.0,50000.0,,12480.0,0.000230032,0.1,0.9847975 +3099.9,1827.7334,-0.010716062,1398.9637,810000.0,579.0,50625.0,,12640.0,0.000229776,0.1,1.010352 +3038.1,1842.4939,-0.008322614,1396.9336,820000.0,587.0,51250.0,,12800.0,0.00022952,0.1,0.9224367 +3069.5,1857.2771,-5.8601727e-06,1397.3064,830000.0,594.0,51875.0,,12960.0,0.000229264,0.1,1.054439 +3038.0,1871.3334,-0.01483946,1395.3489,840000.0,602.0,52500.0,,13120.0,0.000229008,0.1,1.0259856 +2978.9,1884.3636,-0.01092665,1395.7307,850000.0,609.0,53125.0,,13280.0,0.000228752,0.1,1.0913956 +3098.3,1898.4791,-0.008837102,1396.1039,860000.0,616.0,53750.0,,13408.0,0.0002285472,0.1,0.9809719 +3140.5,1912.7552,-0.008688164,1394.2307,870000.0,624.0,54375.0,,13568.0,0.0002282912,0.1,0.9742193 +3075.1,1925.9634,-0.0029274556,1392.405,880000.0,632.0,55000.0,,13728.0,0.0002280352,0.1,1.0722213 +3095.7,1939.1066,-0.008208376,1392.8013,890000.0,639.0,55625.0,,13888.0,0.0002277792,0.1,0.9296955 +3085.0,1951.8387,-0.009366071,1393.1888,900000.0,646.0,56250.0,,14048.0,0.0002275232,0.1,0.99344975 +3095.0,1964.4009,0.013337947,1391.4373,910000.0,654.0,56875.0,,14208.0,0.0002272672,0.1,1.0505239 +3176.2,1977.5726,-0.011472599,1393.9395,920000.0,660.0,57500.0,,14368.0,0.0002270112,0.1,1.0620131 +3207.2,1990.7946,-0.010434238,1392.2156,930000.0,668.0,58125.0,,14528.0,0.0002267552,0.1,1.0717752 +3179.9,2003.4447,-0.005157175,1392.5927,940000.0,675.0,58750.0,,14656.0,0.0002265504,0.1,0.9739417 +3151.9,2015.5337,0.007839158,1392.9619,950000.0,682.0,59375.0,,14816.0,0.0002262944,0.1,1.0794184 +3112.2,2026.9574,-0.003389848,1393.3236,960000.0,689.0,60000.0,,14976.0,0.0002260384,0.1,1.0419428 +3105.6,2038.0773,0.005649654,1391.6786,970000.0,697.0,60625.0,,15136.0,0.0002257824,0.1,0.99238724 +3120.7,2049.1245,-0.013196346,1392.0454,980000.0,704.0,61250.0,,15296.0,0.0002255264,0.1,1.0269248 +3184.7,2060.595,0.006506517,1392.405,990000.0,711.0,61875.0,,15456.0,0.0002252704,0.1,1.1119341 +3244.7,2072.436,-0.0097115785,1392.7577,1000000.0,718.0,62500.0,,15616.0,0.0002250144,0.1,1.1046388 +3210.4,2096.34,-0.0048552356,1393.1034,1010000.0,725.0,63125.0,,15776.0,0.0002247584,0.1,1.0475252 +3184.9,2120.164,0.0087877605,1393.4426,1020000.0,732.0,63750.0,,15936.0,0.0002245024,0.1,1.0928444 +3169.1,2143.542,0.00047021377,1395.664,1030000.0,738.0,64375.0,,16064.0,0.0002242976,0.1,1.0793394 +3104.8,2166.6309,-0.0011321898,1394.1019,1040000.0,746.0,65000.0,,16224.0,0.0002240416,0.1,1.0265756 +3155.5,2190.5957,0.004524146,1394.4224,1050000.0,753.0,65625.0,,16384.0,0.0002237856,0.1,1.120264 +3153.2,2214.4658,0.0017181024,1394.7368,1060000.0,760.0,66250.0,,16544.0,0.0002235296,0.1,1.1583797 +3169.1,2238.367,-0.005544216,1395.0457,1070000.0,767.0,66875.0,,16704.0,0.0002232736,0.1,1.0543084 +3222.1,2262.6438,0.0038542578,1395.3489,1080000.0,774.0,67500.0,,16864.0,0.0002230176,0.1,1.1278304 +3226.2,2286.764,-0.010121554,1395.6466,1090000.0,781.0,68125.0,,17024.0,0.0002227616,0.1,1.2059077 +3325.7,2311.961,-0.011596454,1394.1698,1100000.0,789.0,68750.0,,17184.0,0.0002225056,0.1,1.0966477 +3385.9,2338.074,0.006897441,1394.4724,1110000.0,796.0,69375.0,,17312.0,0.0002223008,0.1,1.1221302 +3355.4,2363.922,0.008318537,1394.7697,1120000.0,803.0,70000.0,,17472.0,0.0002220448,0.1,1.0426979 +3420.1,2390.697,0.0056411102,1395.0618,1130000.0,810.0,70625.0,,17632.0,0.0002217888,0.1,1.0929556 +3370.0,2417.355,-0.019911412,1395.3489,1140000.0,817.0,71250.0,,17792.0,0.0002215328,0.1,1.1478119 +3369.1,2444.3118,0.010577707,1397.3269,1150000.0,823.0,71875.0,,17952.0,0.0002212768,0.1,1.1644657 +3369.3,2471.5828,-0.001147373,1397.5903,1160000.0,830.0,72500.0,,18112.0,0.0002210208,0.1,1.1131169 +3305.6,2498.0908,0.0055447128,1396.1814,1170000.0,838.0,73125.0,,18272.0,0.0002207648,0.1,1.0679128 +3245.7,2523.7678,0.017558396,1396.4497,1180000.0,845.0,73750.0,,18432.0,0.0002205088,0.1,1.0309074 +3189.9,2548.729,-0.017357685,1396.7136,1190000.0,852.0,74375.0,,18592.0,0.0002202528,0.1,1.0944304 +3178.8,2573.647,0.012020191,1396.9733,1200000.0,859.0,75000.0,,18720.0,0.000220048,0.1,1.0878146 +3236.1,2598.566,0.0008024818,1397.2286,1210000.0,866.0,75625.0,,18880.0,0.000219792,0.1,1.0886033 +3312.0,2623.8818,0.00842824,1397.48,1220000.0,873.0,76250.0,,19040.0,0.000219536,0.1,1.0554177 +3295.1,2648.637,0.006690157,1396.1407,1230000.0,881.0,76875.0,,19200.0,0.00021928,0.1,1.0696607 +3262.4,2673.1091,-0.019873746,1396.3964,1240000.0,888.0,77500.0,,19360.0,0.000219024,0.1,1.0767528 +3175.4,2696.849,-0.00961118,1396.6481,1250000.0,895.0,78125.0,,19520.0,0.000218768,0.1,1.1713889 +3140.1,2720.3318,-0.008297957,1396.8958,1260000.0,902.0,78750.0,,19680.0,0.000218512,0.1,1.1153622 +3182.4,2744.202,-0.008423622,1397.1398,1270000.0,909.0,79375.0,,19840.0,0.000218256,0.1,1.1189623 +3204.6,2767.9082,0.004229486,1397.3799,1280000.0,916.0,80000.0,,20000.0,0.000218,0.1,1.0960577 +3300.5,2792.259,-0.005215355,1399.1323,1290000.0,922.0,80625.0,,20128.0,0.0002177952,0.1,1.1097938 +3337.2,2816.6328,-0.0016051811,1399.3541,1300000.0,929.0,81250.0,,20288.0,0.0002175392,0.1,1.1282704 +3288.1,2840.5198,0.0018054076,1399.5726,1310000.0,936.0,81875.0,,20448.0,0.0002172832,0.1,1.0466838 +3237.6,2863.6475,0.019315312,1399.788,1320000.0,943.0,82500.0,,20608.0,0.0002170272,0.1,1.0381827 +3195.4,2885.3296,0.0058344337,1400.0,1330000.0,950.0,83125.0,,20768.0,0.0002167712,0.1,1.1000886 +3295.6,2907.37,0.0023305137,1400.209,1340000.0,957.0,83750.0,,20928.0,0.0002165152,0.1,1.0035137 +3351.5,2928.9968,0.005832041,1400.4149,1350000.0,964.0,84375.0,,21088.0,0.0002162592,0.1,1.1570365 +3326.1,2949.824,-0.01105839,1400.6179,1360000.0,971.0,85000.0,,21248.0,0.0002160032,0.1,1.0702372 +3334.0,2969.4778,-0.0046771592,1400.818,1370000.0,978.0,85625.0,,21376.0,0.0002157984,0.1,1.050341 +3213.2,2986.7297,-0.013603186,1401.0153,1380000.0,985.0,86250.0,,21536.0,0.0002155424,0.1,1.1294066 +3316.0,3004.7378,0.005025522,1399.7986,1390000.0,993.0,86875.0,,21696.0,0.0002152864,0.1,1.1049453 +3300.3,3022.485,0.031118732,1400.0,1400000.0,1000.0,87500.0,,21856.0,0.0002150304,0.1,1.0335163 +3314.1,3040.358,0.00674899,1400.1986,1410000.0,1007.0,88125.0,,22016.0,0.0002147744,0.1,0.9776379 +3325.6,3057.8481,-0.0070146527,1400.3945,1420000.0,1014.0,88750.0,,22176.0,0.0002145184,0.1,1.0407804 +3246.9,3073.901,-0.004363265,1400.5876,1430000.0,1021.0,89375.0,,22336.0,0.0002142624,0.1,1.1802351 +3301.5,3087.956,0.009678478,1400.7782,1440000.0,1028.0,90000.0,,22496.0,0.0002140064,0.1,1.0638306 +3342.6,3101.772,0.019604173,1400.9662,1450000.0,1035.0,90625.0,,22656.0,0.0002137504,0.1,1.1147158 +3352.7,3113.7332,-0.0032946959,1401.1516,1460000.0,1042.0,91250.0,,22784.0,0.0002135456,0.1,1.1973623 +3418.7,3125.6138,0.0030102448,1402.6718,1470000.0,1048.0,91875.0,,22944.0,0.0002132896,0.1,1.087219 +3471.3,3137.5247,-0.002557355,1401.5151,1480000.0,1056.0,92500.0,,23104.0,0.0002130336,0.1,1.1923916 +3427.5,3147.5918,0.0052048527,1403.0132,1490000.0,1062.0,93125.0,,23264.0,0.0002127776,0.1,1.2061623 +3391.2,3156.9758,0.012467608,1401.8691,1500000.0,1070.0,93750.0,,23424.0,0.0002125216,0.1,1.1878649 +3408.1,3164.837,0.00035205786,1403.3457,1510000.0,1076.0,94375.0,,23584.0,0.0002122656,0.1,1.2668693 +3361.2,3171.5205,0.0021357087,1402.214,1520000.0,1084.0,95000.0,,23744.0,0.0002120096,0.1,1.2556583 +3360.4,3177.4248,0.0018612768,1402.3832,1530000.0,1091.0,95625.0,,23904.0,0.0002117536,0.1,1.1203417 +3391.8,3183.005,0.014828965,1403.8286,1540000.0,1097.0,96250.0,,24032.0,0.0002115488,0.1,1.2305152 +3322.6,3187.905,-0.0009218111,1403.9855,1550000.0,1104.0,96875.0,,24192.0,0.0002112928,0.1,1.2146008 +3284.4,3191.349,0.016742902,1402.8777,1560000.0,1112.0,97500.0,,24352.0,0.0002110368,0.1,1.2621291 +3227.1,3194.3328,0.0117199635,1403.0385,1570000.0,1119.0,98125.0,,24512.0,0.0002107808,0.1,1.166532 +3222.9,3197.123,0.013030764,1404.4445,1580000.0,1125.0,98750.0,,24672.0,0.0002105248,0.1,1.1832848 +3264.0,3200.179,-0.005405858,1404.5936,1590000.0,1132.0,99375.0,,24832.0,0.0002102688,0.1,1.2230536 +3271.7,3203.6628,0.0038450172,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,1.2356548 +3406.7,3208.6316,0.0067398464,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.2121577 +3374.0,3212.9429,0.022308212,1402.5974,1620000.0,1155.0,101250.0,,25312.0,0.0002095008,0.1,1.1728927 +3391.1,3217.5234,0.0032471172,1402.7539,1630000.0,1162.0,101875.0,,25440.0,0.000209296,0.1,1.1770666 +3400.3,3221.118,0.021731105,1402.9084,1640000.0,1169.0,102500.0,,25600.0,0.00020904,0.1,1.1545533 +3379.7,3224.1038,0.016017139,1403.0613,1650000.0,1176.0,103125.0,,25760.0,0.000208784,0.1,1.1024799 +3351.3,3226.465,0.0030576582,1402.027,1660000.0,1184.0,103750.0,,25920.0,0.000208528,0.1,1.147323 +3336.3,3228.2764,0.030047044,1402.183,1670000.0,1191.0,104375.0,,26080.0,0.000208272,0.1,1.193936 +3355.6,3230.519,-0.0022311509,1402.3373,1680000.0,1198.0,105000.0,,26240.0,0.000208016,0.1,1.1002103 +3389.5,3233.2722,0.025575131,1402.4896,1690000.0,1205.0,105625.0,,26400.0,0.00020776,0.1,1.1773818 +3488.8,3236.914,0.049218584,1402.6403,1700000.0,1212.0,106250.0,,26560.0,0.000207504,0.1,1.175418 +3460.6,3241.0127,0.01758028,1402.7892,1710000.0,1219.0,106875.0,,26688.0,0.0002072992,0.1,1.1722344 +3492.3,3245.511,0.016269306,1402.9364,1720000.0,1226.0,107500.0,,26848.0,0.0002070432,0.1,1.2182114 +3456.1,3249.604,0.038280513,1403.0819,1730000.0,1233.0,108125.0,,27008.0,0.0002067872,0.1,1.109903 +3495.6,3254.3877,0.022256926,1403.2258,1740000.0,1240.0,108750.0,,27168.0,0.0002065312,0.1,1.0833409 +3443.6,3258.4368,0.019934222,1403.368,1750000.0,1247.0,109375.0,,27328.0,0.0002062752,0.1,1.2671394 +3513.8,3263.1396,0.023227723,1403.5088,1760000.0,1254.0,110000.0,,27488.0,0.0002060192,0.1,1.1530819 +3433.2,3266.9229,0.01949461,1403.648,1770000.0,1261.0,110625.0,,27648.0,0.0002057632,0.1,1.1059594 +3406.5,3270.581,0.041296516,1404.8934,1780000.0,1267.0,111250.0,,27808.0,0.0002055072,0.1,1.0554798 +3456.8,3274.902,0.025057353,1403.9215,1790000.0,1275.0,111875.0,,27968.0,0.0002052512,0.1,1.0421233 +3475.6,3279.2522,0.030419743,1405.1522,1800000.0,1281.0,112500.0,,28096.0,0.0002050464,0.1,1.1008611 +3531.9,3283.5723,0.013804913,1405.2795,1810000.0,1288.0,113125.0,,28256.0,0.0002047904,0.1,1.0957866 +3460.4,3287.7954,0.0061348304,1405.4054,1820000.0,1295.0,113750.0,,28416.0,0.0002045344,0.1,1.1005579 +3446.5,3291.5654,0.028004248,1405.5299,1830000.0,1302.0,114375.0,,28576.0,0.0002042784,0.1,1.1500587 +3495.1,3296.1362,0.022557592,1405.6532,1840000.0,1309.0,115000.0,,28736.0,0.0002040224,0.1,1.1586976 +3502.9,3301.376,0.029031891,1405.775,1850000.0,1316.0,115625.0,,28896.0,0.0002037664,0.1,1.0406766 +3551.5,3305.9082,0.016034,1405.8958,1860000.0,1323.0,116250.0,,29056.0,0.0002035104,0.1,1.1460932 +3507.7,3309.58,0.010659265,1406.015,1870000.0,1330.0,116875.0,,29216.0,0.0002032544,0.1,1.1284709 +3382.2,3312.651,0.023641232,1407.1857,1880000.0,1336.0,117500.0,,29344.0,0.0002030496,0.1,1.0369816 +3352.4,3315.2178,0.013973438,1407.2971,1890000.0,1343.0,118125.0,,29504.0,0.0002027936,0.1,1.0343003 +3388.0,3318.2478,-0.005079059,1407.4073,1900000.0,1350.0,118750.0,,29664.0,0.0002025376,0.1,1.1161759 +3431.0,3321.608,0.01255306,1406.4801,1910000.0,1358.0,119375.0,,29824.0,0.0002022816,0.1,1.1099398 +3543.7,3325.2832,0.013744186,1407.6246,1920000.0,1364.0,120000.0,,29984.0,0.0002020256,0.1,1.0881063 +3652.7,3329.7378,0.02437761,1406.7056,1930000.0,1372.0,120625.0,,30144.0,0.0002017696,0.1,1.0483241 +3677.4,3334.713,0.027168728,1406.8165,1940000.0,1379.0,121250.0,,30304.0,0.0002015136,0.1,1.1394393 +3586.9,3339.0627,0.039105065,1406.9264,1950000.0,1386.0,121875.0,,30464.0,0.0002012576,0.1,1.069253 +3578.1,3343.7222,0.031237176,1406.0259,1960000.0,1394.0,122500.0,,30624.0,0.0002010016,0.1,1.0023216 +3602.5,3348.691,0.026082462,1407.1428,1970000.0,1400.0,123125.0,,30752.0,0.0002007968,0.1,1.0897253 +3627.6,3353.76,-0.00012703292,1407.2495,1980000.0,1407.0,123750.0,,30912.0,0.0002005408,0.1,1.0598559 +3720.1,3359.1138,0.01713873,1407.355,1990000.0,1414.0,124375.0,,31072.0,0.0002002848,0.1,1.1538085 +3715.0,3363.817,0.040474635,1407.4596,2000000.0,1421.0,125000.0,,31232.0,0.0002000288,0.1,1.0594234 +3765.8,3369.3706,0.0150192585,1407.563,2010000.0,1428.0,125625.0,,31392.0,0.0001997728,0.1,1.0100421 +3708.5,3374.6072,0.017510047,1407.6655,2020000.0,1435.0,126250.0,,31552.0,0.0001995168,0.1,1.071207 +3707.5,3379.9912,-0.0004965322,1408.7439,2030000.0,1441.0,126875.0,,31712.0,0.0001992608,0.1,1.0445793 +3679.3,3385.7363,0.01094078,1407.8676,2040000.0,1449.0,127500.0,,31872.0,0.0001990048,0.1,0.97721034 +3665.7,3390.8381,0.029885666,1408.9347,2050000.0,1455.0,128125.0,,32000.0,0.0001988,0.1,1.0284969 +3666.9,3395.9753,0.025981417,1409.0287,2060000.0,1462.0,128750.0,,32160.0,0.000198544,0.1,1.0377085 +3645.8,3400.7422,0.014909836,1409.1218,2070000.0,1469.0,129375.0,,32320.0,0.000198288,0.1,1.0171139 +3725.6,3405.7769,0.024060102,1409.2141,2080000.0,1476.0,130000.0,,32480.0,0.000198032,0.1,1.0321348 +3741.6,3410.931,0.021655908,1409.3054,2090000.0,1483.0,130625.0,,32640.0,0.000197776,0.1,0.9577609 +3765.1,3415.325,0.0054225847,1409.396,2100000.0,1490.0,131250.0,,32800.0,0.00019752,0.1,1.0716919 +3688.8,3418.354,0.018873423,1409.4856,2110000.0,1497.0,131875.0,,32960.0,0.000197264,0.1,1.0636783 +3718.1,3421.981,0.01904722,1408.6378,2120000.0,1505.0,132500.0,,33120.0,0.000197008,0.1,0.96751094 +3708.0,3424.86,0.020162478,1408.7301,2130000.0,1512.0,133125.0,,33280.0,0.000196752,0.1,0.97762924 +3711.5,3428.275,0.013043,1409.7496,2140000.0,1518.0,133750.0,,33408.0,0.0001965472,0.1,0.9754575 +3658.4,3431.1682,0.020651752,1409.836,2150000.0,1525.0,134375.0,,33568.0,0.0001962912,0.1,1.0119988 +3619.0,3433.665,0.0024336483,1409.002,2160000.0,1533.0,135000.0,,33728.0,0.0001960352,0.1,0.99755573 +3628.1,3436.89,0.016321234,1408.1765,2170000.0,1541.0,135625.0,,33888.0,0.0001957792,0.1,0.99803686 +3638.0,3440.8132,0.016472919,1407.3596,2180000.0,1549.0,136250.0,,34048.0,0.0001955232,0.1,0.94999593 +3647.4,3445.3882,0.028006343,1406.551,2190000.0,1557.0,136875.0,,34208.0,0.0001952672,0.1,0.94997513 +3679.7,3450.397,0.011406588,1407.5496,2200000.0,1563.0,137500.0,,34368.0,0.0001950112,0.1,0.94198656 +3723.9,3455.275,-0.0051839235,1406.7473,2210000.0,1571.0,138125.0,,34528.0,0.0001947552,0.1,0.9600882 +3782.5,3459.98,0.02488943,1406.8441,2220000.0,1578.0,138750.0,,34656.0,0.0001945504,0.1,0.8912359 +3889.1,3465.92,0.029323101,1407.8282,2230000.0,1584.0,139375.0,,34816.0,0.0001942944,0.1,0.99014497 +3826.4,3471.56,0.018605474,1407.9196,2240000.0,1591.0,140000.0,,34976.0,0.0001940384,0.1,1.0166495 +3730.4,3477.11,0.0089196,1407.1295,2250000.0,1599.0,140625.0,,35136.0,0.0001937824,0.1,1.0155978 +3694.6,3482.655,-0.0058112675,1406.3473,2260000.0,1607.0,141250.0,,35296.0,0.0001935264,0.1,1.0165877 +3693.6,3487.767,0.017338544,1405.5728,2270000.0,1615.0,141875.0,,35456.0,0.0001932704,0.1,0.97430336 +3688.9,3492.61,0.026072597,1404.8059,2280000.0,1623.0,142500.0,,35616.0,0.0001930144,0.1,1.0025971 +3661.3,3496.218,0.014955101,1404.908,2290000.0,1630.0,143125.0,,35776.0,0.0001927584,0.1,1.0000445 +3649.9,3499.3452,0.009778509,1405.0092,2300000.0,1637.0,143750.0,,35936.0,0.0001925024,0.1,1.03944 +3732.6,3503.7903,0.019574797,1404.2554,2310000.0,1645.0,144375.0,,36064.0,0.0001922976,0.1,0.96020687 +3726.7,3508.681,0.0006640349,1403.5088,2320000.0,1653.0,145000.0,,36224.0,0.0001920416,0.1,1.0027549 +3690.9,3513.636,0.024487538,1403.6145,2330000.0,1660.0,145625.0,,36384.0,0.0001917856,0.1,0.9882167 +3658.8,3517.2678,-0.0011627686,1403.7192,2340000.0,1667.0,146250.0,,36544.0,0.0001915296,0.1,0.98402053 +3717.1,3520.9238,0.028602105,1403.8231,2350000.0,1674.0,146875.0,,36704.0,0.0001912736,0.1,0.89178705 +3730.1,3524.964,0.016578496,1403.9263,2360000.0,1681.0,147500.0,,36864.0,0.0001910176,0.1,0.98460793 +3824.4,3529.868,0.023516092,1404.0284,2370000.0,1688.0,148125.0,,37024.0,0.0001907616,0.1,0.9072162 +3815.4,3535.89,0.014204647,1403.3019,2380000.0,1696.0,148750.0,,37184.0,0.0001905056,0.1,0.9414441 +3742.7,3540.157,0.026011657,1404.2303,2390000.0,1702.0,149375.0,,37312.0,0.0001903008,0.1,0.8953241 +3684.9,3544.0032,-0.0012652983,1404.3301,2400000.0,1709.0,150000.0,,37472.0,0.0001900448,0.1,0.9410473 +3607.2,3546.9338,0.013772892,1404.429,2410000.0,1716.0,150625.0,,37632.0,0.0001897888,0.1,0.9694127 +3626.3,3549.941,0.028527439,1403.7123,2420000.0,1724.0,151250.0,,37792.0,0.0001895328,0.1,0.81292915 +3670.7,3554.1787,0.013537936,1403.8129,2430000.0,1731.0,151875.0,,37952.0,0.0001892768,0.1,0.8547193 +3720.2,3558.3657,0.012343908,1403.9126,2440000.0,1738.0,152500.0,,38112.0,0.0001890208,0.1,0.999495 +3694.9,3561.8892,0.017370062,1404.0115,2450000.0,1745.0,153125.0,,38272.0,0.0001887648,0.1,0.88995755 +3610.1,3564.463,0.024300966,1404.1096,2460000.0,1752.0,153750.0,,38432.0,0.0001885088,0.1,0.9050671 +3666.6,3566.9417,0.0050734137,1403.409,2470000.0,1760.0,154375.0,,38592.0,0.0001882528,0.1,0.8782553 +3744.6,3569.6748,0.008713948,1404.3035,2480000.0,1766.0,155000.0,,38720.0,0.000188048,0.1,1.0221937 +3868.5,3574.0847,0.015336817,1404.3993,2490000.0,1773.0,155625.0,,38880.0,0.000187792,0.1,0.90765345 +3869.4,3578.867,0.00064545235,1403.7058,2500000.0,1781.0,156250.0,,39040.0,0.000187536,0.1,0.94486624 +3829.7,3583.083,0.007466916,1403.8031,2510000.0,1788.0,156875.0,,39200.0,0.00018728,0.1,0.9070511 +3775.4,3587.225,0.016761735,1405.4657,2520000.0,1793.0,157500.0,,39360.0,0.000187024,0.1,0.8266823 +3734.6,3590.9673,-0.0022470672,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,0.93868625 +3766.3,3594.712,0.008971505,1408.7632,2540000.0,1803.0,158750.0,,39680.0,0.000186512,0.1,0.9418838 +3723.1,3598.7173,0.04544077,1410.3982,2550000.0,1808.0,159375.0,,39840.0,0.000186256,0.1,0.86671317 +3740.2,3603.275,0.014493676,1412.0243,2560000.0,1813.0,160000.0,,40000.0,0.000186,0.1,0.9623425 +3756.9,3608.5732,0.0303802,1413.6414,2570000.0,1818.0,160625.0,,40128.0,0.0001857952,0.1,0.9025102 +3733.9,3613.6829,0.01701066,1415.2496,2580000.0,1823.0,161250.0,,40288.0,0.0001855392,0.1,0.9171598 +3781.5,3618.8582,0.010271604,1416.0743,2590000.0,1829.0,161875.0,,40448.0,0.0001852832,0.1,0.89266956 +3810.9,3624.2502,0.004789717,1417.6663,2600000.0,1834.0,162500.0,,40608.0,0.0001850272,0.1,0.90279126 +3848.8,3628.6711,0.008171166,1419.2496,2610000.0,1839.0,163125.0,,40768.0,0.0001847712,0.1,0.94313234 +3881.3,3633.7444,0.0124200275,1420.8243,2620000.0,1844.0,163750.0,,40928.0,0.0001845152,0.1,0.95269716 +3833.6,3638.1694,-0.000121536956,1422.3905,2630000.0,1849.0,164375.0,,41088.0,0.0001842592,0.1,1.0034572 +3744.6,3641.6123,0.013820581,1423.9482,2640000.0,1854.0,165000.0,,41248.0,0.0001840032,0.1,0.8902071 +3690.6,3644.721,0.010131207,1425.4976,2650000.0,1859.0,165625.0,,41376.0,0.0001837984,0.1,0.815379 +3743.1,3648.6387,0.015711123,1427.0386,2660000.0,1864.0,166250.0,,41536.0,0.0001835424,0.1,0.83399636 +3763.9,3652.915,-0.005551705,1428.5714,2670000.0,1869.0,166875.0,,41696.0,0.0001832864,0.1,0.8620031 +3823.7,3657.596,0.016119488,1429.3334,2680000.0,1875.0,167500.0,,41856.0,0.0001830304,0.1,0.8774691 +3782.5,3661.5256,-0.0074438145,1430.8511,2690000.0,1880.0,168125.0,,42016.0,0.0001827744,0.1,0.93268967 +3812.6,3664.7637,-0.0061753117,1432.3607,2700000.0,1885.0,168750.0,,42176.0,0.0001825184,0.1,0.88110805 +3829.7,3668.4546,0.011393538,1433.8624,2710000.0,1890.0,169375.0,,42336.0,0.0001822624,0.1,0.8996744 +3886.4,3672.396,0.00917438,1435.3562,2720000.0,1895.0,170000.0,,42496.0,0.0001820064,0.1,0.8820992 +3890.4,3676.739,-0.0006205205,1436.8422,2730000.0,1900.0,170625.0,,42656.0,0.0001817504,0.1,0.8182224 +3884.4,3680.6272,-0.0031111937,1439.0757,2740000.0,1904.0,171250.0,,42784.0,0.0001815456,0.1,0.9418241 +3803.8,3684.229,0.014943661,1440.5448,2750000.0,1909.0,171875.0,,42944.0,0.0001812896,0.1,0.9046432 +3725.5,3686.3462,0.018526865,1441.2533,2760000.0,1915.0,172500.0,,43104.0,0.0001810336,0.1,0.87706697 +3688.0,3688.894,-0.005059485,1441.9573,2770000.0,1921.0,173125.0,,43264.0,0.0001807776,0.1,0.8410964 +3755.9,3692.3884,0.0020928616,1443.406,2780000.0,1926.0,173750.0,,43424.0,0.0001805216,0.1,0.8354635 +3738.0,3695.2,0.0048029236,1444.8473,2790000.0,1931.0,174375.0,,43584.0,0.0001802656,0.1,0.8772409 +3726.9,3697.7131,0.0031106116,1446.281,2800000.0,1936.0,175000.0,,43744.0,0.0001800096,0.1,0.96361494 +3684.2,3699.2358,0.0051082424,1446.9619,2810000.0,1942.0,175625.0,,43904.0,0.0001797536,0.1,0.8904098 +3752.9,3702.161,0.0075037284,1449.1265,2820000.0,1946.0,176250.0,,44032.0,0.0001795488,0.1,0.893218 +3862.8,3706.324,0.0075296396,1449.795,2830000.0,1952.0,176875.0,,44192.0,0.0001792928,0.1,0.8435018 +3920.7,3710.5796,-0.0104377195,1450.4596,2840000.0,1958.0,177500.0,,44352.0,0.0001790368,0.1,0.90762496 +3983.6,3715.387,-0.003762328,1451.1201,2850000.0,1964.0,178125.0,,44512.0,0.0001787808,0.1,0.94025683 +3894.4,3718.816,0.007954349,1452.5139,2860000.0,1969.0,178750.0,,44672.0,0.0001785248,0.1,0.8509029 +3883.0,3722.5688,-0.0047293333,1453.9008,2870000.0,1974.0,179375.0,,44832.0,0.0001782688,0.1,0.9108628 +3730.6,3726.0527,0.008743681,1454.5454,2880000.0,1980.0,180000.0,,44992.0,0.0001780128,0.1,0.8779688 +3725.0,3729.7788,0.013947268,1455.9194,2890000.0,1985.0,180625.0,,45152.0,0.0001777568,0.1,0.86946154 +3704.7,3732.946,0.019482117,1457.2864,2900000.0,1990.0,181250.0,,45312.0,0.0001775008,0.1,0.88589674 +3741.3,3736.0488,8.916797e-05,1458.6466,2910000.0,1995.0,181875.0,,45440.0,0.000177296,0.1,0.9006468 +3845.8,3739.07,-0.0014627897,1459.2704,2920000.0,2001.0,182500.0,,45600.0,0.00017704,0.1,0.8168235 +3907.9,3741.622,0.0139672365,1459.8904,2930000.0,2007.0,183125.0,,45760.0,0.000176784,0.1,0.8772868 +3888.1,3743.7295,0.008775472,1460.5067,2940000.0,2013.0,183750.0,,45920.0,0.000176528,0.1,0.9085337 +3853.9,3746.3992,0.013324679,1461.1194,2950000.0,2019.0,184375.0,,46080.0,0.000176272,0.1,0.8398258 +3815.5,3748.7727,0.0058532706,1461.7284,2960000.0,2025.0,185000.0,,46240.0,0.000176016,0.1,0.8465343 +3884.6,3751.594,0.0048068305,1463.0542,2970000.0,2030.0,185625.0,,46400.0,0.00017576,0.1,0.8743973 +3919.8,3754.5164,-0.012051836,1463.6542,2980000.0,2036.0,186250.0,,46560.0,0.000175504,0.1,0.97463876 +3959.1,3756.9062,-0.004090826,1464.2507,2990000.0,2042.0,186875.0,,46688.0,0.0001752992,0.1,0.83929944 +3889.2,3758.6475,-0.0062421085,1465.5593,3000000.0,2047.0,187500.0,,46848.0,0.0001750432,0.1,0.8899021 +3834.9,3759.3389,0.010844603,1466.1471,3010000.0,2053.0,188125.0,,47008.0,0.0001747872,0.1,0.8768548 +3819.9,3760.453,0.015423328,1467.4441,3020000.0,2058.0,188750.0,,47168.0,0.0001745312,0.1,0.8049872 +3790.2,3761.28,-0.0029910938,1468.0233,3030000.0,2064.0,189375.0,,47328.0,0.0001742752,0.1,0.8774704 +3807.5,3762.5618,0.008012721,1469.3088,3040000.0,2069.0,190000.0,,47488.0,0.0001740192,0.1,0.87409925 +3807.9,3763.9836,-0.0006486534,1470.5883,3050000.0,2074.0,190625.0,,47648.0,0.0001737632,0.1,0.83971906 +3822.5,3765.5398,0.021391103,1471.1538,3060000.0,2080.0,191250.0,,47808.0,0.0001735072,0.1,0.8459634 +3789.0,3766.9722,0.006327336,1472.4221,3070000.0,2085.0,191875.0,,47968.0,0.0001732512,0.1,0.80557406 +3768.0,3767.396,-0.00029056973,1473.6842,3080000.0,2090.0,192500.0,,48096.0,0.0001730464,0.1,0.7786317 +3729.8,3767.278,0.012852638,1474.9403,3090000.0,2095.0,193125.0,,48256.0,0.0001727904,0.1,0.7408507 +3728.4,3766.911,-0.0053542503,1476.1904,3100000.0,2100.0,193750.0,,48416.0,0.0001725344,0.1,0.7900253 +3767.7,3767.7,0.0017857847,1476.7332,3110000.0,2106.0,194375.0,,48576.0,0.0001722784,0.1,0.7773458 +3837.6,3768.895,-0.0064968057,1477.9725,3120000.0,2111.0,195000.0,,48736.0,0.0001720224,0.1,0.9316919 +3850.8,3770.3232,0.0030302154,1478.5073,3130000.0,2117.0,195625.0,,48896.0,0.0001717664,0.1,0.7903575 +3830.6,3771.5137,0.0038830366,1479.7361,3140000.0,2122.0,196250.0,,49056.0,0.0001715104,0.1,0.82422554 +3791.3,3772.843,0.0003887529,1480.9591,3150000.0,2127.0,196875.0,,49216.0,0.0001712544,0.1,0.7573433 +3760.4,3774.257,0.015799463,1482.1764,3160000.0,2132.0,197500.0,,49344.0,0.0001710496,0.1,0.7886096 +3742.5,3775.4014,-0.0025151323,1483.388,3170000.0,2137.0,198125.0,,49504.0,0.0001707936,0.1,0.8699359 +3760.4,3776.6252,-0.0029913408,1484.5939,3180000.0,2142.0,198750.0,,49664.0,0.0001705376,0.1,0.78597665 +3746.4,3777.6152,0.004353549,1485.7942,3190000.0,2147.0,199375.0,,49824.0,0.0001702816,0.1,0.8277372 +3758.3,3778.4014,0.007268273,1486.2982,3200000.0,2153.0,200000.0,,49984.0,0.0001700256,0.1,0.77674663 +3690.1,3778.0635,0.0022353674,1487.4884,3210000.0,2158.0,200625.0,,50144.0,0.0001697696,0.1,0.8346295 +3752.3,3777.7612,0.013481382,1488.6731,3220000.0,2163.0,201250.0,,50304.0,0.0001695136,0.1,0.91350806 +3846.0,3777.3303,0.03367883,1489.8524,3230000.0,2168.0,201875.0,,50464.0,0.0001692576,0.1,0.8581889 +3876.3,3777.829,-0.003173831,1490.3403,3240000.0,2174.0,202500.0,,50624.0,0.0001690016,0.1,0.82878596 +3871.0,3779.2354,0.0061180703,1492.1947,3250000.0,2178.0,203125.0,,50752.0,0.0001687968,0.1,0.7661268 +3852.3,3780.8123,0.00066956994,1492.674,3260000.0,2184.0,203750.0,,50912.0,0.0001685408,0.1,0.8160955 +3864.6,3782.5222,-0.005143785,1493.1506,3270000.0,2190.0,204375.0,,51072.0,0.0001682848,0.1,0.79715085 +3820.0,3783.833,0.001025294,1494.3053,3280000.0,2195.0,205000.0,,51232.0,0.0001680288,0.1,0.82568157 +3806.8,3785.288,-0.0010000473,1494.7751,3290000.0,2201.0,205625.0,,51392.0,0.0001677728,0.1,0.8699844 +3773.4,3786.5232,0.011677271,1495.9202,3300000.0,2206.0,206250.0,,51552.0,0.0001675168,0.1,0.74592584 +3854.3,3787.7402,0.0013248711,1497.0602,3310000.0,2211.0,206875.0,,51712.0,0.0001672608,0.1,0.84132326 +3845.5,3788.9285,0.009019203,1497.5192,3320000.0,2217.0,207500.0,,51872.0,0.0001670048,0.1,0.83514225 +3872.0,3790.739,-0.008887978,1498.6499,3330000.0,2222.0,208125.0,,52000.0,0.0001668,0.1,0.78498197 +3824.2,3792.393,-0.0041088723,1499.7755,3340000.0,2227.0,208750.0,,52160.0,0.000166544,0.1,0.87763035 +3759.7,3792.8188,0.0064307153,1500.2239,3350000.0,2233.0,209375.0,,52320.0,0.000166288,0.1,0.82268643 +3641.3,3791.931,0.010080061,1500.6699,3360000.0,2239.0,210000.0,,52480.0,0.000166032,0.1,0.8591364 +3680.0,3790.4868,-0.0039691427,1501.7825,3370000.0,2244.0,210625.0,,52640.0,0.000165776,0.1,0.9223851 +3719.7,3789.53,0.036123857,1502.2222,3380000.0,2250.0,211250.0,,52800.0,0.00016552,0.1,0.83222383 +3746.5,3789.568,-0.002093256,1502.6595,3390000.0,2256.0,211875.0,,52960.0,0.000165264,0.1,0.8673378 +3712.9,3789.848,0.020668294,1503.7594,3400000.0,2261.0,212500.0,,53120.0,0.000165008,0.1,0.80867136 +3669.3,3790.469,0.0061056046,1504.1906,3410000.0,2267.0,213125.0,,53280.0,0.000164752,0.1,0.8380908 +3686.2,3791.068,0.0003426195,1505.2817,3420000.0,2272.0,213750.0,,53408.0,0.0001645472,0.1,0.83780295 +3699.4,3791.355,0.0038289912,1505.7068,3430000.0,2278.0,214375.0,,53568.0,0.0001642912,0.1,0.87497747 +3783.7,3791.99,-0.004149577,1506.7893,3440000.0,2283.0,215000.0,,53728.0,0.0001640352,0.1,0.8038275 +3886.9,3793.91,-0.005419694,1507.2084,3450000.0,2289.0,215625.0,,53888.0,0.0001637792,0.1,0.84979284 +3874.3,3796.5522,-0.00066429126,1508.2825,3460000.0,2294.0,216250.0,,54048.0,0.0001635232,0.1,0.784408 +3841.7,3798.3027,-0.0021677422,1509.3519,3470000.0,2299.0,216875.0,,54208.0,0.0001632672,0.1,0.8915354 +3794.7,3798.804,-0.004370751,1509.7614,3480000.0,2305.0,217500.0,,54368.0,0.0001630112,0.1,0.77524054 +3800.6,3798.1248,0.015130461,1510.8225,3490000.0,2310.0,218125.0,,54528.0,0.0001627552,0.1,0.9210472 +3785.8,3797.2888,-0.00086191756,1512.5325,3500000.0,2314.0,218750.0,,54656.0,0.0001625504,0.1,0.8325751 +3791.1,3796.9028,-0.0033406578,1512.931,3510000.0,2320.0,219375.0,,54816.0,0.0001622944,0.1,0.7996057 +3775.0,3796.8987,-0.0037387908,1513.9785,3520000.0,2325.0,220000.0,,54976.0,0.0001620384,0.1,0.8113527 +3780.9,3797.3618,0.0027315104,1515.0215,3530000.0,2330.0,220625.0,,55136.0,0.0001617824,0.1,0.8784659 +3817.6,3797.8748,-0.0017202119,1516.0599,3540000.0,2335.0,221250.0,,55296.0,0.0001615264,0.1,0.85572517 +3879.6,3799.4397,0.0011943105,1517.094,3550000.0,2340.0,221875.0,,55456.0,0.0001612704,0.1,0.7915291 +3837.2,3800.4097,-0.005180878,1518.1237,3560000.0,2345.0,222500.0,,55616.0,0.0001610144,0.1,0.7695746 +3812.2,3800.9624,0.00020891079,1519.1489,3570000.0,2350.0,223125.0,,55776.0,0.0001607584,0.1,0.7388294 +3817.0,3801.7935,-0.008108414,1520.1698,3580000.0,2355.0,223750.0,,55936.0,0.0001605024,0.1,0.7436263 +3875.0,3802.7288,-0.0031753185,1521.1864,3590000.0,2360.0,224375.0,,56064.0,0.0001602976,0.1,0.8687316 +3870.6,3803.326,0.0011450142,1522.1987,3600000.0,2365.0,225000.0,,56224.0,0.0001600416,0.1,0.7937844 +3895.3,3803.791,-0.00032307443,1522.5643,3610000.0,2371.0,225625.0,,56384.0,0.0001597856,0.1,0.78473943 +3825.4,3803.2322,-0.0061617317,1523.569,3620000.0,2376.0,226250.0,,56544.0,0.0001595296,0.1,0.77270055 +3786.3,3802.7593,0.001574944,1524.5695,3630000.0,2381.0,226875.0,,56704.0,0.0001592736,0.1,0.7404414 +3774.0,3803.0535,-0.0068424745,1525.5658,3640000.0,2386.0,227500.0,,56864.0,0.0001590176,0.1,0.77181816 +3818.5,3804.3323,-0.0051550963,1525.9197,3650000.0,2392.0,228125.0,,57024.0,0.0001587616,0.1,0.77992547 +3859.1,3805.4922,-0.006229615,1526.9087,3660000.0,2397.0,228750.0,,57184.0,0.0001585056,0.1,0.871626 +3867.7,3806.5298,-0.0057318853,1528.5298,3670000.0,2401.0,229375.0,,57312.0,0.0001583008,0.1,0.75516665 +3855.3,3806.846,0.0011229978,1528.8741,3680000.0,2407.0,230000.0,,57472.0,0.0001580448,0.1,0.85185933 +3843.8,3807.459,-0.00753527,1529.8507,3690000.0,2412.0,230625.0,,57632.0,0.0001577888,0.1,0.8061843 +3797.0,3807.3032,-0.0051412005,1530.8234,3700000.0,2417.0,231250.0,,57792.0,0.0001575328,0.1,0.67639285 +3848.6,3807.4922,0.002098688,1531.7919,3710000.0,2422.0,231875.0,,57952.0,0.0001572768,0.1,0.7495823 +3764.7,3806.275,0.008668827,1532.7565,3720000.0,2427.0,232500.0,,58112.0,0.0001570208,0.1,0.7352914 +3787.0,3805.241,0.0050418596,1533.7172,3730000.0,2432.0,233125.0,,58272.0,0.0001567648,0.1,0.74696344 +3716.1,3803.5579,-0.007681666,1534.0443,3740000.0,2438.0,233750.0,,58432.0,0.0001565088,0.1,0.8147677 +3810.2,3803.6218,-0.0053821215,1534.9979,3750000.0,2443.0,234375.0,,58592.0,0.0001562528,0.1,0.77377886 +3808.2,3804.4487,-0.008263354,1535.9478,3760000.0,2448.0,235000.0,,58720.0,0.000156048,0.1,0.72863436 +3802.0,3805.589,-0.00014183152,1536.8936,3770000.0,2453.0,235625.0,,58880.0,0.000155792,0.1,0.7341243 +3817.5,3806.205,-0.009912852,1537.2102,3780000.0,2459.0,236250.0,,59040.0,0.000155536,0.1,0.73829794 +3844.5,3807.27,0.00038418244,1538.1493,3790000.0,2464.0,236875.0,,59200.0,0.00015528,0.1,0.71358263 +3810.9,3808.1104,-0.003935037,1538.4615,3800000.0,2470.0,237500.0,,59360.0,0.000155024,0.1,0.7848277 +3795.7,3809.225,-0.003800756,1538.7722,3810000.0,2476.0,238125.0,,59520.0,0.000154768,0.1,0.83901775 +3764.3,3809.339,-0.0048905024,1539.7018,3820000.0,2481.0,238750.0,,59680.0,0.000154512,0.1,0.7458789 +3825.7,3808.9678,-0.006161363,1540.6276,3830000.0,2486.0,239375.0,,59840.0,0.000154256,0.1,0.66671705 +3893.4,3808.695,-0.0057578674,1540.931,3840000.0,2492.0,240000.0,,60000.0,0.000154,0.1,0.7490824 +3878.9,3807.6482,-0.010147647,1542.4679,3850000.0,2496.0,240625.0,,60128.0,0.0001537952,0.1,0.7284502 +3817.5,3806.8792,-0.002827835,1543.3827,3860000.0,2501.0,241250.0,,60288.0,0.0001535392,0.1,0.7323967 +3818.2,3806.2312,-0.0049987948,1543.6777,3870000.0,2507.0,241875.0,,60448.0,0.0001532832,0.1,0.7767639 +3811.7,3807.042,-0.0021006186,1544.5859,3880000.0,2512.0,242500.0,,60608.0,0.0001530272,0.1,0.7391989 +3802.2,3807.8137,-0.0057989475,1545.4907,3890000.0,2517.0,243125.0,,60768.0,0.0001527712,0.1,0.71768874 +3808.5,3808.8516,-0.0012980453,1546.3917,3900000.0,2522.0,243750.0,,60928.0,0.0001525152,0.1,0.7153367 +3798.5,3809.4238,-0.0057521546,1546.6772,3910000.0,2528.0,244375.0,,61088.0,0.0001522592,0.1,0.85863173 +3894.8,3809.9138,0.0032546096,1547.572,3920000.0,2533.0,245000.0,,61248.0,0.0001520032,0.1,0.6850507 +3878.8,3809.623,-0.0010218646,1548.4634,3930000.0,2538.0,245625.0,,61376.0,0.0001517984,0.1,0.6458208 +3867.8,3809.4204,-0.009310552,1549.3512,3940000.0,2543.0,246250.0,,61536.0,0.0001515424,0.1,0.7072083 +3848.1,3809.3623,-0.0020701021,1550.2355,3950000.0,2548.0,246875.0,,61696.0,0.0001512864,0.1,0.69619036 +3907.1,3810.278,-0.0007877168,1551.1163,3960000.0,2553.0,247500.0,,61856.0,0.0001510304,0.1,0.7904372 +3891.9,3810.3508,-0.008107815,1551.9938,3970000.0,2558.0,248125.0,,62016.0,0.0001507744,0.1,0.6539578 +3852.3,3809.676,-0.009190219,1552.2621,3980000.0,2564.0,248750.0,,62176.0,0.0001505184,0.1,0.73047507 +3893.2,3809.0168,0.007398999,1553.1335,3990000.0,2569.0,249375.0,,62336.0,0.0001502624,0.1,0.6837659 +3889.2,3809.017,-0.0027970332,1554.0016,4000000.0,2574.0,250000.0,,62496.0,0.0001500064,0.1,0.7391777 +3860.4,3809.2722,-0.009759066,1554.8662,4010000.0,2579.0,250625.0,,62656.0,0.0001497504,0.1,0.7490552 +3800.8,3809.081,-0.007470279,1555.7275,4020000.0,2584.0,251250.0,,62784.0,0.0001495456,0.1,0.8134992 +3738.3,3808.5623,-0.0009658898,1556.5856,4030000.0,2589.0,251875.0,,62944.0,0.0001492896,0.1,0.7001343 +3746.7,3807.954,-0.0012306741,1556.8401,4040000.0,2595.0,252500.0,,63104.0,0.0001490336,0.1,0.7394583 +3728.1,3807.156,-0.0020583393,1557.6923,4050000.0,2600.0,253125.0,,63264.0,0.0001487776,0.1,0.7638122 +3738.3,3806.314,6.3685875e-05,1558.5413,4060000.0,2605.0,253750.0,,63424.0,0.0001485216,0.1,0.65558124 +3736.7,3805.7905,0.0049640443,1558.7898,4070000.0,2611.0,254375.0,,63584.0,0.0001482656,0.1,0.68018246 +3798.7,3806.098,0.0007354682,1559.633,4080000.0,2616.0,255000.0,,63744.0,0.0001480096,0.1,0.7136152 +3783.2,3806.6316,-0.008431624,1559.8779,4090000.0,2622.0,255625.0,,63904.0,0.0001477536,0.1,0.732525 +3835.2,3807.6995,-0.008378887,1561.3099,4100000.0,2626.0,256250.0,,64032.0,0.0001475488,0.1,0.7797514 +3833.6,3808.3584,0.016929066,1561.5502,4110000.0,2632.0,256875.0,,64192.0,0.0001472928,0.1,0.67327785 +3806.6,3808.0483,0.009550396,1561.7892,4120000.0,2638.0,257500.0,,64352.0,0.0001470368,0.1,0.67558694 +3732.2,3806.8625,-0.008208784,1561.4366,4130000.0,2645.0,258125.0,,64512.0,0.0001467808,0.1,0.7394389 +3747.1,3806.0278,-0.010513732,1561.6748,4140000.0,2651.0,258750.0,,64672.0,0.0001465248,0.1,0.7568185 +3816.6,3806.2805,-0.0024456766,1562.5,4150000.0,2656.0,259375.0,,64832.0,0.0001462688,0.1,0.75454044 +3801.8,3806.695,-0.010552081,1562.7347,4160000.0,2662.0,260000.0,,64992.0,0.0001460128,0.1,0.7264207 +3856.3,3807.833,-0.007498799,1563.5546,4170000.0,2667.0,260625.0,,65152.0,0.0001457568,0.1,0.81488836 +3840.7,3808.6362,-0.0072383415,1563.786,4180000.0,2673.0,261250.0,,65312.0,0.0001455008,0.1,0.77132905 +3823.2,3809.404,-0.00954823,1564.6005,4190000.0,2678.0,261875.0,,65440.0,0.000145296,0.1,0.84798795 +3790.2,3809.7231,-0.0061161416,1564.8286,4200000.0,2684.0,262500.0,,65600.0,0.00014504,0.1,0.7100134 +3732.5,3810.147,-0.007974562,1565.0558,4210000.0,2690.0,263125.0,,65760.0,0.000144784,0.1,0.7525531 +3749.5,3810.1187,-0.0023197767,1565.8627,4220000.0,2695.0,263750.0,,65920.0,0.000144528,0.1,0.70113873 +3821.5,3809.8738,-0.012048209,1566.6666,4230000.0,2700.0,264375.0,,66080.0,0.000144272,0.1,0.80104375 +3871.0,3809.8213,-0.007667308,1567.4677,4240000.0,2705.0,265000.0,,66240.0,0.000144016,0.1,0.67315257 +3789.0,3809.001,-0.004114082,1567.6873,4250000.0,2711.0,265625.0,,66400.0,0.00014376,0.1,0.75904036 +3761.7,3808.095,-0.008314136,1568.483,4260000.0,2716.0,266250.0,,66560.0,0.000143504,0.1,0.780663 +3733.2,3806.7805,-0.0021202315,1569.276,4270000.0,2721.0,266875.0,,66688.0,0.0001432992,0.1,0.7910338 +3801.1,3806.5918,-0.0009273719,1570.066,4280000.0,2726.0,267500.0,,66848.0,0.0001430432,0.1,0.72984874 +3851.1,3807.0344,-0.008689054,1570.2782,4290000.0,2732.0,268125.0,,67008.0,0.0001427872,0.1,0.7157861 +3915.6,3808.4565,-0.0086368015,1571.0632,4300000.0,2737.0,268750.0,,67168.0,0.0001425312,0.1,0.6806049 +3860.3,3808.5168,-0.0046103867,1571.2723,4310000.0,2743.0,269375.0,,67328.0,0.0001422752,0.1,0.72739345 +3789.1,3807.9531,-0.0036855084,1571.4806,4320000.0,2749.0,270000.0,,67488.0,0.0001420192,0.1,0.7871293 +3813.1,3807.364,-0.008545888,1572.2585,4330000.0,2754.0,270625.0,,67648.0,0.0001417632,0.1,0.7433864 +3809.7,3807.219,-0.00861627,1573.0337,4340000.0,2759.0,271250.0,,67808.0,0.0001415072,0.1,0.7650936 +3731.4,3806.936,-0.005308865,1573.2369,4350000.0,2765.0,271875.0,,67968.0,0.0001412512,0.1,0.70171744 +3682.2,3807.345,0.006691247,1574.0072,4360000.0,2770.0,272500.0,,68096.0,0.0001410464,0.1,0.7442877 +3715.8,3807.703,-0.012678211,1574.2075,4370000.0,2776.0,273125.0,,68256.0,0.0001407904,0.1,0.850333 +3759.4,3808.1003,-0.0064401114,1574.4069,4380000.0,2782.0,273750.0,,68416.0,0.0001405344,0.1,0.71241045 +3848.4,3809.1194,-0.013043584,1574.6055,4390000.0,2788.0,274375.0,,68576.0,0.0001402784,0.1,0.8355354 +3807.9,3810.0693,-0.0034202212,1575.367,4400000.0,2793.0,275000.0,,68736.0,0.0001400224,0.1,0.8052689 +3797.0,3811.346,-0.011317602,1575.5627,4410000.0,2799.0,275625.0,,68896.0,0.0001397664,0.1,0.8135902 +3826.0,3812.7441,0.0046657245,1576.3196,4420000.0,2804.0,276250.0,,69056.0,0.0001395104,0.1,0.77845764 +3815.5,3813.9053,-0.010190481,1576.5125,4430000.0,2810.0,276875.0,,69216.0,0.0001392544,0.1,0.7759185 +3785.8,3813.9263,-0.012430615,1577.2646,4440000.0,2815.0,277500.0,,69344.0,0.0001390496,0.1,0.87241465 +3771.3,3812.77,-0.0033188527,1577.4548,4450000.0,2821.0,278125.0,,69504.0,0.0001387936,0.1,0.75246024 +3845.5,3812.4822,-0.0136012295,1578.2024,4460000.0,2826.0,278750.0,,69664.0,0.0001385376,0.1,0.8112775 +3866.5,3812.7302,-0.002068833,1578.9474,4470000.0,2831.0,279375.0,,69824.0,0.0001382816,0.1,0.6611428 +3862.7,3813.41,-0.00828457,1579.1329,4480000.0,2837.0,280000.0,,69984.0,0.0001380256,0.1,0.7209135 +3774.7,3813.1506,-0.0053040776,1579.8733,4490000.0,2842.0,280625.0,,70144.0,0.0001377696,0.1,0.6576272 +3782.2,3813.1147,-0.010927247,1580.0562,4500000.0,2848.0,281250.0,,70304.0,0.0001375136,0.1,0.7647488 +3848.0,3813.6838,-0.007890745,1580.7921,4510000.0,2853.0,281875.0,,70464.0,0.0001372576,0.1,0.6663789 +3847.5,3814.4087,-0.012763307,1580.9724,4520000.0,2859.0,282500.0,,70624.0,0.0001370016,0.1,0.69881606 +3865.0,3815.25,-0.010336339,1582.2563,4530000.0,2863.0,283125.0,,70752.0,0.0001367968,0.1,0.7038965 +3855.3,3815.6272,-0.002242541,1582.9846,4540000.0,2868.0,283750.0,,70912.0,0.0001365408,0.1,0.6847837 +3825.7,3815.0881,-0.0015491975,1583.1593,4550000.0,2874.0,284375.0,,71072.0,0.0001362848,0.1,0.61205274 +3744.4,3814.1604,-0.0047956174,1583.8833,4560000.0,2879.0,285000.0,,71232.0,0.0001360288,0.1,0.714996 +3783.1,3813.8687,-0.00992308,1584.6047,4570000.0,2884.0,285625.0,,71392.0,0.0001357728,0.1,0.7431271 +3822.2,3813.9207,0.0002835461,1584.7751,4580000.0,2890.0,286250.0,,71552.0,0.0001355168,0.1,0.6776596 +3821.0,3813.3806,-0.0032328814,1585.4922,4590000.0,2895.0,286875.0,,71712.0,0.0001352608,0.1,0.6915606 +3800.0,3812.6748,-0.0070524355,1586.2069,4600000.0,2900.0,287500.0,,71872.0,0.0001350048,0.1,0.6466379 +3776.5,3811.4868,-0.0037680606,1586.9191,4610000.0,2905.0,288125.0,,72000.0,0.0001348,0.1,0.69632494 +3780.0,3811.0327,-0.008339096,1587.0835,4620000.0,2911.0,288750.0,,72160.0,0.000134544,0.1,0.6842785 +3775.0,3810.92,-0.012457305,1587.2472,4630000.0,2917.0,289375.0,,72320.0,0.000134288,0.1,0.83006626 +3782.0,3810.9998,-0.0048315395,1587.4102,4640000.0,2923.0,290000.0,,72480.0,0.000134032,0.1,0.664579 +3804.0,3810.855,-0.0020426966,1588.1147,4650000.0,2928.0,290625.0,,72640.0,0.000133776,0.1,0.6653842 +3798.2,3810.2456,-0.012331305,1588.8169,4660000.0,2933.0,291250.0,,72800.0,0.00013352,0.1,0.7046268 +3814.7,3809.7156,-0.0091461325,1588.9758,4670000.0,2939.0,291875.0,,72960.0,0.000133264,0.1,0.7072182 +3813.9,3809.3015,-0.0080399215,1589.1342,4680000.0,2945.0,292500.0,,73120.0,0.000133008,0.1,0.65766114 +3760.4,3808.4678,-0.0036381937,1589.8306,4690000.0,2950.0,293125.0,,73280.0,0.000132752,0.1,0.7877954 +3764.0,3808.1382,-0.0058738375,1590.5245,4700000.0,2955.0,293750.0,,73408.0,0.0001325472,0.1,0.7306098 +3819.5,3807.847,-0.0045413226,1590.6788,4710000.0,2961.0,294375.0,,73568.0,0.0001322912,0.1,0.75454664 +3814.1,3808.3408,-0.0023351915,1591.3689,4720000.0,2966.0,295000.0,,73728.0,0.0001320352,0.1,0.7478098 +3844.5,3808.916,-0.007827029,1592.0565,4730000.0,2971.0,295625.0,,73888.0,0.0001317792,0.1,0.6735575 +3883.6,3810.5906,-0.010826903,1592.742,4740000.0,2976.0,296250.0,,74048.0,0.0001315232,0.1,0.6224821 +3933.2,3811.8206,-0.007460973,1593.425,4750000.0,2981.0,296875.0,,74208.0,0.0001312672,0.1,0.7611198 +3923.2,3812.9707,-0.008197086,1594.1058,4760000.0,2986.0,297500.0,,74368.0,0.0001310112,0.1,0.64216596 +3878.2,3813.7324,-0.010815542,1594.7843,4770000.0,2991.0,298125.0,,74528.0,0.0001307552,0.1,0.71877855 +3860.5,3814.1626,-0.009290759,1595.4606,4780000.0,2996.0,298750.0,,74656.0,0.0001305504,0.1,0.61719394 +3909.5,3814.8125,-0.005121554,1596.1346,4790000.0,3001.0,299375.0,,74816.0,0.0001302944,0.1,0.74855983 +3922.5,3815.9287,-0.007837323,1596.2754,4800000.0,3007.0,300000.0,,74976.0,0.0001300384,0.1,0.6306093 +3904.0,3817.012,-0.010693218,1596.9456,4810000.0,3012.0,300625.0,,75136.0,0.0001297824,0.1,0.68591774 +3879.5,3818.1638,-0.0044579175,1597.0841,4820000.0,3018.0,301250.0,,75296.0,0.0001295264,0.1,0.6417067 +3904.0,3818.9468,-0.007751828,1597.7506,4830000.0,3023.0,301875.0,,75456.0,0.0001292704,0.1,0.7859988 +3863.5,3818.6482,-0.0066888155,1598.4148,4840000.0,3028.0,302500.0,,75616.0,0.0001290144,0.1,0.71928203 +3826.3,3818.1218,0.0057720067,1599.0768,4850000.0,3033.0,303125.0,,75776.0,0.0001287584,0.1,0.678005 +3870.3,3818.65,-0.012025436,1599.7367,4860000.0,3038.0,303750.0,,75936.0,0.0001285024,0.1,0.7570777 +3856.3,3819.0312,-0.0013177905,1600.3943,4870000.0,3043.0,304375.0,,76064.0,0.0001282976,0.1,0.75725627 +3875.5,3819.6694,-0.00830573,1601.0499,4880000.0,3048.0,305000.0,,76224.0,0.0001280416,0.1,0.7458916 +3850.7,3820.1543,-0.00848118,1601.7032,4890000.0,3053.0,305625.0,,76384.0,0.0001277856,0.1,0.67433035 +3838.3,3820.452,-0.01324476,1602.3545,4900000.0,3058.0,306250.0,,76544.0,0.0001275296,0.1,0.69387233 +3869.3,3821.16,-0.0074290032,1603.0035,4910000.0,3063.0,306875.0,,76704.0,0.0001272736,0.1,0.6924838 +3896.1,3821.1729,-0.012880855,1603.6506,4920000.0,3068.0,307500.0,,76864.0,0.0001270176,0.1,0.7665403 +3899.0,3821.3752,-0.00698923,1604.2955,4930000.0,3073.0,308125.0,,77024.0,0.0001267616,0.1,0.6684166 +3902.7,3821.7236,-0.004054245,1604.9382,4940000.0,3078.0,308750.0,,77184.0,0.0001265056,0.1,0.7471037 +3875.2,3821.9946,-0.007933316,1605.579,4950000.0,3083.0,309375.0,,77312.0,0.0001263008,0.1,0.62138546 +3870.2,3821.6257,-0.010619237,1605.6976,4960000.0,3089.0,310000.0,,77472.0,0.0001260448,0.1,0.6744561 +3819.1,3820.8977,-0.0084654745,1606.3348,4970000.0,3094.0,310625.0,,77632.0,0.0001257888,0.1,0.6638727 +3757.1,3819.9456,-0.0011522567,1606.4517,4980000.0,3100.0,311250.0,,77792.0,0.0001255328,0.1,0.62793803 +3807.4,3819.088,-0.0076782685,1607.0853,4990000.0,3105.0,311875.0,,77952.0,0.0001252768,0.1,0.70423365 +3879.5,3818.991,-0.0094521325,1607.2003,5000000.0,3111.0,312500.0,,78112.0,0.0001250208,0.1,0.69582087 +3871.0,3819.097,-0.009924723,1607.8306,5010000.0,3116.0,313125.0,,78272.0,0.0001247648,0.1,0.64426965 +3876.0,3819.849,-0.009457304,1608.4589,5020000.0,3121.0,313750.0,,78432.0,0.0001245088,0.1,0.7663352 +3868.0,3821.1462,-0.009432567,1608.5706,5030000.0,3127.0,314375.0,,78592.0,0.0001242528,0.1,0.6900805 +3885.5,3822.5342,-0.010573577,1609.1954,5040000.0,3132.0,315000.0,,78720.0,0.000124048,0.1,0.7635534 +3870.5,3823.958,-0.0075418204,1609.8182,5050000.0,3137.0,315625.0,,78880.0,0.000123792,0.1,0.67229545 +3897.5,3825.55,-0.013581776,1610.4392,5060000.0,3142.0,316250.0,,79040.0,0.000123536,0.1,0.80345184 +3921.5,3827.3982,-0.0078048827,1611.0581,5070000.0,3147.0,316875.0,,79200.0,0.00012328,0.1,0.593638 +3921.5,3828.6262,-0.008329227,1611.6752,5080000.0,3152.0,317500.0,,79360.0,0.000123024,0.1,0.604499 +3932.2,3830.116,-0.003339662,1612.2902,5090000.0,3157.0,318125.0,,79520.0,0.000122768,0.1,0.66182816 +3933.0,3831.094,-0.0070829825,1612.9032,5100000.0,3162.0,318750.0,,79680.0,0.000122512,0.1,0.5531868 +3918.0,3831.9382,0.0035924276,1613.5144,5110000.0,3167.0,319375.0,,79840.0,0.000122256,0.1,0.67284065 +3914.3,3833.015,-0.0028754077,1614.1235,5120000.0,3172.0,320000.0,,80000.0,0.000122,0.1,0.5848308 +3865.0,3834.343,-0.0076031545,1614.7308,5130000.0,3177.0,320625.0,,80128.0,0.0001217952,0.1,0.6522666 +3869.0,3835.5623,-0.009918546,1615.3363,5140000.0,3182.0,321250.0,,80288.0,0.0001215392,0.1,0.58967435 +3813.0,3835.5264,-0.010044619,1615.4329,5150000.0,3188.0,321875.0,,80448.0,0.0001212832,0.1,0.6547444 +3780.0,3835.3079,-0.006084631,1616.035,5160000.0,3193.0,322500.0,,80608.0,0.0001210272,0.1,0.6095632 +3800.5,3834.75,-0.006663075,1616.6354,5170000.0,3198.0,323125.0,,80768.0,0.0001207712,0.1,0.5793536 +3842.0,3834.7632,-0.0072130645,1616.7291,5180000.0,3204.0,323750.0,,80928.0,0.0001205152,0.1,0.7199023 +3886.6,3835.397,-0.010835477,1617.3263,5190000.0,3209.0,324375.0,,81088.0,0.0001202592,0.1,0.73456264 +3852.3,3836.0178,-0.008857875,1617.9216,5200000.0,3214.0,325000.0,,81248.0,0.0001200032,0.1,0.6608027 +3861.0,3837.3032,-0.009211744,1618.515,5210000.0,3219.0,325625.0,,81376.0,0.0001197984,0.1,0.6489775 +3864.3,3838.451,-0.006557446,1619.1067,5220000.0,3224.0,326250.0,,81536.0,0.0001195424,0.1,0.6118436 +3860.5,3838.8413,-0.00801572,1619.6965,5230000.0,3229.0,326875.0,,81696.0,0.0001192864,0.1,0.6536588 +3850.7,3838.6382,-0.012942373,1619.7836,5240000.0,3235.0,327500.0,,81856.0,0.0001190304,0.1,0.7086806 +3851.7,3839.265,-0.004564485,1620.3704,5250000.0,3240.0,328125.0,,82016.0,0.0001187744,0.1,0.64010155 +3870.5,3840.3525,-0.0044181077,1620.9553,5260000.0,3245.0,328750.0,,82176.0,0.0001185184,0.1,0.6455437 +3894.0,3841.961,-0.008203021,1621.5385,5270000.0,3250.0,329375.0,,82336.0,0.0001182624,0.1,0.81232846 +3895.0,3842.8997,-0.00826331,1622.1199,5280000.0,3255.0,330000.0,,82496.0,0.0001180064,0.1,0.652443 +3885.5,3843.2441,-0.010143104,1622.2018,5290000.0,3261.0,330625.0,,82656.0,0.0001177504,0.1,0.6590822 +3903.0,3843.1182,-0.009781954,1622.7802,5300000.0,3266.0,331250.0,,82784.0,0.0001175456,0.1,0.74871147 +3874.5,3843.26,-0.008260944,1623.3568,5310000.0,3271.0,331875.0,,82944.0,0.0001172896,0.1,0.6099468 +3812.0,3843.4888,-0.011365199,1623.9316,5320000.0,3276.0,332500.0,,83104.0,0.0001170336,0.1,0.7047043 +3866.0,3844.018,-0.006474611,1624.0098,5330000.0,3282.0,333125.0,,83264.0,0.0001167776,0.1,0.61220986 +3864.5,3844.566,-0.0085154725,1624.0876,5340000.0,3288.0,333750.0,,83424.0,0.0001165216,0.1,0.71809566 +3832.5,3845.577,-0.011162203,1624.6583,5350000.0,3293.0,334375.0,,83584.0,0.0001162656,0.1,0.71674967 +3832.5,3847.08,-0.005223778,1624.7347,5360000.0,3299.0,335000.0,,83744.0,0.0001160096,0.1,0.7202194 +3822.4,3848.146,-0.007896899,1625.3026,5370000.0,3304.0,335625.0,,83904.0,0.0001157536,0.1,0.6688425 +3865.9,3849.211,-0.009823003,1626.3604,5380000.0,3308.0,336250.0,,84032.0,0.0001155488,0.1,0.623418 +3880.0,3849.527,-0.0077559547,1626.9242,5390000.0,3313.0,336875.0,,84192.0,0.0001152928,0.1,0.6986029 +3860.5,3850.0532,-0.010527768,1626.9961,5400000.0,3319.0,337500.0,,84352.0,0.0001150368,0.1,0.69835836 +3900.5,3851.088,-0.012240921,1627.0676,5410000.0,3325.0,338125.0,,84512.0,0.0001147808,0.1,0.7598335 +3915.5,3851.983,-0.01231162,1627.6277,5420000.0,3330.0,338750.0,,84672.0,0.0001145248,0.1,0.6581062 +3949.0,3853.318,-0.00882224,1628.1859,5430000.0,3335.0,339375.0,,84832.0,0.0001142688,0.1,0.5942983 +3951.0,3854.97,-0.009989799,1628.7426,5440000.0,3340.0,340000.0,,84992.0,0.0001140128,0.1,0.74808514 +3927.4,3856.531,-0.007657972,1628.8105,5450000.0,3346.0,340625.0,,85152.0,0.0001137568,0.1,0.62263054 +3941.9,3857.495,-0.0031632115,1629.3644,5460000.0,3351.0,341250.0,,85312.0,0.0001135008,0.1,0.6679455 +3932.0,3858.15,-0.009238521,1630.4023,5470000.0,3355.0,341875.0,,85440.0,0.000113296,0.1,0.5991789 +3909.5,3858.6182,-0.0072849942,1630.9524,5480000.0,3360.0,342500.0,,85600.0,0.00011304,0.1,0.66257024 +3897.0,3859.8408,-0.007929968,1631.5007,5490000.0,3365.0,343125.0,,85760.0,0.000112784,0.1,0.59493625 +3904.5,3861.0637,-0.01216225,1631.5634,5500000.0,3371.0,343750.0,,85920.0,0.000112528,0.1,0.62035805 +3891.5,3861.4988,-0.011261203,1632.109,5510000.0,3376.0,344375.0,,86080.0,0.000112272,0.1,0.6423131 +3897.0,3861.9937,-0.010606941,1632.6531,5520000.0,3381.0,345000.0,,86240.0,0.000112016,0.1,0.5944381 +3901.0,3862.3538,-0.007634364,1633.1956,5530000.0,3386.0,345625.0,,86400.0,0.00011176,0.1,0.6540624 +3899.8,3862.7988,-0.008778263,1633.7363,5540000.0,3391.0,346250.0,,86560.0,0.000111504,0.1,0.6677598 +3922.3,3863.765,-0.003326429,1634.2756,5550000.0,3396.0,346875.0,,86688.0,0.0001112992,0.1,0.6238804 +3893.3,3865.2544,-0.0047115153,1634.8132,5560000.0,3401.0,347500.0,,86848.0,0.0001110432,0.1,0.584468 +3888.7,3866.31,-0.009006603,1635.3494,5570000.0,3406.0,348125.0,,87008.0,0.0001107872,0.1,0.6397445 +3893.2,3867.02,-0.007945545,1635.8839,5580000.0,3411.0,348750.0,,87168.0,0.0001105312,0.1,0.60741913 +3913.7,3867.9468,-0.010650844,1636.4169,5590000.0,3416.0,349375.0,,87328.0,0.0001102752,0.1,0.6086999 +3893.0,3868.8765,-0.010694037,1636.4698,5600000.0,3422.0,350000.0,,87488.0,0.0001100192,0.1,0.65109444 +3896.0,3870.0715,-0.008002633,1637.0002,5610000.0,3427.0,350625.0,,87648.0,0.0001097632,0.1,0.6382574 +3909.0,3871.3618,-0.01209292,1637.5292,5620000.0,3432.0,351250.0,,87808.0,0.0001095072,0.1,0.6885028 +3961.4,3873.2258,-0.008957481,1638.0564,5630000.0,3437.0,351875.0,,87968.0,0.0001092512,0.1,0.6609715 +3908.9,3874.495,-0.0023271735,1638.5823,5640000.0,3442.0,352500.0,,88096.0,0.0001090464,0.1,0.7379505 +3920.9,3875.664,-0.0105459485,1639.1064,5650000.0,3447.0,353125.0,,88256.0,0.0001087904,0.1,0.6269628 +3884.0,3876.5222,-0.0028580583,1639.6292,5660000.0,3452.0,353750.0,,88416.0,0.0001085344,0.1,0.70595264 +3897.0,3877.345,-0.0063898694,1640.1504,5670000.0,3457.0,354375.0,,88576.0,0.0001082784,0.1,0.60912645 +3916.0,3878.366,-0.011299011,1640.6702,5680000.0,3462.0,355000.0,,88736.0,0.0001080224,0.1,0.6662103 +3888.8,3879.65,0.00024692412,1640.7151,5690000.0,3468.0,355625.0,,88896.0,0.0001077664,0.1,0.6054237 +3900.4,3881.0142,-0.0031396141,1641.2324,5700000.0,3473.0,356250.0,,89056.0,0.0001075104,0.1,0.6647562 +3880.4,3881.623,-0.008429101,1641.7482,5710000.0,3478.0,356875.0,,89216.0,0.0001072544,0.1,0.6670769 +3865.3,3882.1353,-0.0002967501,1642.2625,5720000.0,3483.0,357500.0,,89344.0,0.0001070496,0.1,0.63607204 +3895.5,3882.645,-0.0034146395,1642.7753,5730000.0,3488.0,358125.0,,89504.0,0.0001067936,0.1,0.627278 +3892.5,3882.7341,-0.009777366,1643.2866,5740000.0,3493.0,358750.0,,89664.0,0.0001065376,0.1,0.6563146 +3916.2,3882.5637,-0.0068660546,1643.7965,5750000.0,3498.0,359375.0,,89824.0,0.0001062816,0.1,0.59152246 +3917.7,3882.5088,-0.010294199,1644.3049,5760000.0,3503.0,360000.0,,89984.0,0.0001060256,0.1,0.6839165 +3925.2,3882.9788,-0.009703309,1644.8119,5770000.0,3508.0,360625.0,,90144.0,0.0001057696,0.1,0.6520487 +3900.4,3883.378,-0.009983489,1644.8491,5780000.0,3514.0,361250.0,,90304.0,0.0001055136,0.1,0.66664696 +3860.7,3882.8896,-0.011730057,1645.3538,5790000.0,3519.0,361875.0,,90464.0,0.0001052576,0.1,0.68250513 +3834.3,3882.0078,-0.0048817126,1645.39,5800000.0,3525.0,362500.0,,90624.0,0.0001050016,0.1,0.64533246 +3856.3,3881.5312,-0.00698309,1645.8923,5810000.0,3530.0,363125.0,,90752.0,0.0001047968,0.1,0.6144375 +3893.5,3881.6711,-0.0107748695,1645.9276,5820000.0,3536.0,363750.0,,90912.0,0.0001045408,0.1,0.6084675 +3905.7,3881.6882,-0.002870538,1645.9628,5830000.0,3542.0,364375.0,,91072.0,0.0001042848,0.1,0.6478129 +3887.7,3881.93,-0.013104037,1646.4618,5840000.0,3547.0,365000.0,,91232.0,0.0001040288,0.1,0.6850605 +3834.5,3882.012,-0.0051617436,1646.496,5850000.0,3553.0,365625.0,,91392.0,0.0001037728,0.1,0.5944189 +3863.5,3881.9438,-0.009262649,1646.5299,5860000.0,3559.0,366250.0,,91552.0,0.0001035168,0.1,0.69451416 +3857.0,3881.9507,-0.011340425,1647.0258,5870000.0,3564.0,366875.0,,91712.0,0.0001032608,0.1,0.7261658 +3870.5,3881.901,-0.011165553,1647.0588,5880000.0,3570.0,367500.0,,91872.0,0.0001030048,0.1,0.6523305 +3863.5,3882.0288,-0.0116824815,1647.5525,5890000.0,3575.0,368125.0,,92000.0,0.0001028,0.1,0.63311267 +3876.0,3882.4055,-0.007799764,1647.5845,5900000.0,3581.0,368750.0,,92160.0,0.000102544,0.1,0.6538677 +3892.0,3882.6328,-0.009353362,1647.6163,5910000.0,3587.0,369375.0,,92320.0,0.000102288,0.1,0.66665405 +3897.0,3882.6418,-0.009086274,1648.1069,5920000.0,3592.0,370000.0,,92480.0,0.000102032,0.1,0.68751276 +3887.0,3882.522,-0.0087712,1648.1378,5930000.0,3598.0,370625.0,,92640.0,0.000101776,0.1,0.66313016 +3893.0,3882.425,-0.008963802,1648.1687,5940000.0,3604.0,371250.0,,92800.0,0.00010152,0.1,0.68465817 +3941.0,3883.0828,-0.0066850292,1648.1995,5950000.0,3610.0,371875.0,,92960.0,0.000101264,0.1,0.67682815 +3961.0,3883.991,-0.011078282,1648.686,5960000.0,3615.0,372500.0,,93120.0,0.000101008,0.1,0.6461227 +3945.0,3885.25,-0.008889533,1649.1713,5970000.0,3620.0,373125.0,,93280.0,0.000100752,0.1,0.5412644 +3882.0,3886.4988,-0.005783666,1649.6552,5980000.0,3625.0,373750.0,,93408.0,0.0001005472,0.1,0.61782444 +3837.0,3886.795,-0.0119018555,1649.6832,5990000.0,3631.0,374375.0,,93568.0,0.0001002912,0.1,0.6468991 +3865.0,3886.65,-0.0099761505,1649.7113,6000000.0,3637.0,375000.0,,93728.0,0.0001000352,0.1,0.67880183 +3909.0,3887.03,0.002852867,1649.7393,6010000.0,3643.0,375625.0,,93888.0,9.97792e-05,0.1,0.61505544 +3895.1,3887.221,-0.012116054,1650.2192,6020000.0,3648.0,376250.0,,94048.0,9.95232e-05,0.1,0.63171923 +3885.6,3887.397,-0.0091582835,1650.2463,6030000.0,3654.0,376875.0,,94208.0,9.92672e-05,0.1,0.65038776 +3872.0,3887.262,-0.0011643858,1650.7242,6040000.0,3659.0,377500.0,,94368.0,9.90112e-05,0.1,0.5220106 +3890.5,3887.462,-0.011506907,1650.7504,6050000.0,3665.0,378125.0,,94528.0,9.87552e-05,0.1,0.71852255 +3887.6,3887.363,-0.012176996,1650.7764,6060000.0,3671.0,378750.0,,94656.0,9.85504e-05,0.1,0.7241078 +3874.8,3886.896,-0.010863561,1650.8022,6070000.0,3677.0,379375.0,,94816.0,9.82944e-05,0.1,0.7123578 +3893.2,3886.6128,-0.009206087,1650.8281,6080000.0,3683.0,380000.0,,94976.0,9.80384e-05,0.1,0.6550362 +3879.2,3886.0828,-0.007564792,1650.8539,6090000.0,3689.0,380625.0,,95136.0,9.77824e-05,0.1,0.56350064 +3858.5,3885.3381,-0.009406196,1650.8795,6100000.0,3695.0,381250.0,,95296.0,9.75264e-05,0.1,0.608986 +3858.5,3884.7424,-0.01202468,1651.3513,6110000.0,3700.0,381875.0,,95456.0,9.72704e-05,0.1,0.7379869 +3834.0,3883.94,-0.0004931246,1651.3761,6120000.0,3706.0,382500.0,,95616.0,9.70144e-05,0.1,0.68528306 +3856.0,3883.85,-0.011303009,1651.8458,6130000.0,3711.0,383125.0,,95776.0,9.67584e-05,0.1,0.63224417 +3890.0,3884.06,-0.010365142,1651.8698,6140000.0,3717.0,383750.0,,95936.0,9.65024e-05,0.1,0.58123916 +3890.6,3884.836,-0.0044602947,1652.7815,6150000.0,3721.0,384375.0,,96064.0,9.62976e-05,0.1,0.6665035 +3866.1,3885.6968,-0.012388636,1652.8038,6160000.0,3727.0,385000.0,,96224.0,9.60416e-05,0.1,0.65139747 +3838.0,3886.0718,-0.00777135,1653.269,6170000.0,3732.0,385625.0,,96384.0,9.57856e-05,0.1,0.6127455 +3855.0,3886.202,-0.009846079,1653.2905,6180000.0,3738.0,386250.0,,96544.0,9.55296e-05,0.1,0.6500812 +3844.0,3885.776,-0.009626266,1653.7537,6190000.0,3743.0,386875.0,,96704.0,9.52736e-05,0.1,0.7019913 +3847.5,3885.728,-0.0091305515,1654.2156,6200000.0,3748.0,387500.0,,96864.0,9.50176e-05,0.1,0.5938418 +3793.5,3885.0532,-0.0045598494,1654.2355,6210000.0,3754.0,388125.0,,97024.0,9.47616e-05,0.1,0.58720875 +3792.0,3884.33,-0.008920653,1654.2554,6220000.0,3760.0,388750.0,,97184.0,9.45056e-05,0.1,0.6127398 +3809.0,3883.815,-0.009290677,1654.7145,6230000.0,3765.0,389375.0,,97312.0,9.43008e-05,0.1,0.6324142 +3862.0,3883.9282,-0.009864129,1654.7335,6240000.0,3771.0,390000.0,,97472.0,9.40448e-05,0.1,0.6829231 +3894.5,3884.356,-0.008321397,1655.1907,6250000.0,3776.0,390625.0,,97632.0,9.37888e-05,0.1,0.58886486 +3870.5,3884.3562,-0.008570726,1655.6466,6260000.0,3781.0,391250.0,,97792.0,9.35328e-05,0.1,0.7046814 +3889.0,3884.306,-0.006552886,1655.6641,6270000.0,3787.0,391875.0,,97952.0,9.32768e-05,0.1,0.68266225 +3906.0,3884.4163,-0.0064076222,1656.1182,6280000.0,3792.0,392500.0,,98112.0,9.30208e-05,0.1,0.71698785 +3877.0,3884.331,-0.011188974,1656.5709,6290000.0,3797.0,393125.0,,98272.0,9.27648e-05,0.1,0.65787494 +3862.5,3883.9263,-0.010231527,1656.5869,6300000.0,3803.0,393750.0,,98432.0,9.25088e-05,0.1,0.7018322 +3848.0,3883.661,-0.0069231987,1657.0378,6310000.0,3808.0,394375.0,,98592.0,9.22528e-05,0.1,0.6494461 +3862.0,3884.1611,-0.013540242,1657.4875,6320000.0,3813.0,395000.0,,98720.0,9.2048e-05,0.1,0.70335835 +3879.0,3884.291,-0.01291882,1657.936,6330000.0,3818.0,395625.0,,98880.0,9.1792e-05,0.1,0.72697496 +3879.0,3884.4363,-0.011725616,1657.9498,6340000.0,3824.0,396250.0,,99040.0,9.1536e-05,0.1,0.6962645 +3878.5,3884.896,-0.01058289,1658.3965,6350000.0,3829.0,396875.0,,99200.0,9.128e-05,0.1,0.649731 +3887.0,3885.4412,-0.007593284,1658.8419,6360000.0,3834.0,397500.0,,99360.0,9.1024e-05,0.1,0.63965625 +3909.5,3886.3118,-0.008559766,1658.8541,6370000.0,3840.0,398125.0,,99520.0,9.0768e-05,0.1,0.5811149 +3895.5,3886.6082,-0.011409402,1659.2977,6380000.0,3845.0,398750.0,,99680.0,9.0512e-05,0.1,0.6538563 +3864.0,3886.4482,-0.01310654,1659.7402,6390000.0,3850.0,399375.0,,99840.0,9.0256e-05,0.1,0.73272085 +3874.5,3886.5881,-0.011693691,1659.751,6400000.0,3856.0,400000.0,,100000.0,9e-05,0.1,0.6959616 +3911.0,3886.6929,-0.0041685295,1660.6217,6410000.0,3860.0,400625.0,,100128.0,8.97952e-05,0.1,0.67339426 +3934.5,3886.883,-0.01125051,1660.6311,6420000.0,3866.0,401250.0,,100288.0,8.95392e-05,0.1,0.65240896 +3935.5,3886.748,-0.007448719,1661.0695,6430000.0,3871.0,401875.0,,100448.0,8.92832e-05,0.1,0.80170673 +3898.0,3886.218,-0.004405688,1661.5067,6440000.0,3876.0,402500.0,,100608.0,8.90272e-05,0.1,0.7084122 +3881.6,3885.7598,-0.01072265,1661.5146,6450000.0,3882.0,403125.0,,100768.0,8.87712e-05,0.1,0.5143793 +3850.1,3884.8418,-0.011066111,1661.9501,6460000.0,3887.0,403750.0,,100928.0,8.85152e-05,0.1,0.642769 +3863.0,3884.1519,-0.012875818,1662.3844,6470000.0,3892.0,404375.0,,101088.0,8.82592e-05,0.1,0.7584938 +3893.0,3883.9868,-0.007970288,1662.8175,6480000.0,3897.0,405000.0,,101248.0,8.80032e-05,0.1,0.6371977 +3910.0,3884.1165,-0.008158557,1663.2496,6490000.0,3902.0,405625.0,,101376.0,8.77984e-05,0.1,0.67714936 +3915.8,3884.23,-0.01266936,1663.2549,6500000.0,3908.0,406250.0,,101536.0,8.75424e-05,0.1,0.70635915 +3913.3,3884.4482,-0.009833482,1663.6852,6510000.0,3913.0,406875.0,,101696.0,8.72864e-05,0.1,0.6405885 +3939.5,3884.873,-0.0072913105,1664.1144,6520000.0,3918.0,407500.0,,101856.0,8.70304e-05,0.1,0.68286216 +3903.0,3884.893,0.0009913722,1664.1183,6530000.0,3924.0,408125.0,,102016.0,8.67744e-05,0.1,0.7269451 +3857.0,3884.465,-0.009154439,1664.5457,6540000.0,3929.0,408750.0,,102176.0,8.65184e-05,0.1,0.6796571 +3867.5,3883.917,-0.010847278,1664.972,6550000.0,3934.0,409375.0,,102336.0,8.62624e-05,0.1,0.5987494 +3915.0,3884.134,-0.012469136,1664.9746,6560000.0,3940.0,410000.0,,102496.0,8.60064e-05,0.1,0.63329947 +3934.0,3884.587,-0.012773465,1665.3993,6570000.0,3945.0,410625.0,,102656.0,8.57504e-05,0.1,0.6630929 +3861.0,3884.265,-0.008676678,1665.8228,6580000.0,3950.0,411250.0,,102784.0,8.55456e-05,0.1,0.66593236 +3860.0,3883.728,-0.010067113,1666.2452,6590000.0,3955.0,411875.0,,102944.0,8.52896e-05,0.1,0.6249809 +3846.0,3883.258,0.00071865995,1666.6666,6600000.0,3960.0,412500.0,,103104.0,8.50336e-05,0.1,0.6042452 +3859.0,3882.8882,-0.010013058,1666.6666,6610000.0,3966.0,413125.0,,103264.0,8.47776e-05,0.1,0.66559744 +3866.0,3882.458,-0.010770951,1667.0864,6620000.0,3971.0,413750.0,,103424.0,8.45216e-05,0.1,0.6823328 +3894.5,3881.7888,-0.009670571,1667.505,6630000.0,3976.0,414375.0,,103584.0,8.42656e-05,0.1,0.66557026 +3870.5,3881.405,-0.011644443,1667.5038,6640000.0,3982.0,415000.0,,103744.0,8.40096e-05,0.1,0.58648425 +3867.0,3880.8662,-0.012798868,1667.9208,6650000.0,3987.0,415625.0,,103904.0,8.37536e-05,0.1,0.70907724 +3876.5,3880.7913,-0.012361198,1668.3367,6660000.0,3992.0,416250.0,,104032.0,8.35488e-05,0.1,0.70515835 +3889.5,3880.7158,-0.012983663,1668.7516,6670000.0,3997.0,416875.0,,104192.0,8.32928e-05,0.1,0.7156719 +3918.0,3880.7363,-0.008316626,1668.7484,6680000.0,4003.0,417500.0,,104352.0,8.30368e-05,0.1,0.5865864 +3897.0,3880.818,-0.009649867,1669.1616,6690000.0,4008.0,418125.0,,104512.0,8.27808e-05,0.1,0.63731873 +3901.0,3880.8245,-0.010432261,1669.5739,6700000.0,4013.0,418750.0,,104672.0,8.25248e-05,0.1,0.7312505 +3898.5,3881.005,-0.009098162,1669.5696,6710000.0,4019.0,419375.0,,104832.0,8.22688e-05,0.1,0.66794866 +3912.0,3881.4722,-0.010756077,1669.9801,6720000.0,4024.0,420000.0,,104992.0,8.20128e-05,0.1,0.6765344 +3916.0,3881.6768,-0.004296263,1670.3896,6730000.0,4029.0,420625.0,,105152.0,8.17568e-05,0.1,0.6797861 +3916.5,3881.917,-0.011103443,1670.3842,6740000.0,4035.0,421250.0,,105312.0,8.15008e-05,0.1,0.68089545 +3907.5,3881.83,-0.012371514,1671.2057,6750000.0,4039.0,421875.0,,105440.0,8.1296e-05,0.1,0.6829532 +3876.5,3881.4182,-0.01133791,1671.199,6760000.0,4045.0,422500.0,,105600.0,8.104e-05,0.1,0.70464206 +3858.0,3880.7463,-0.00183126,1671.605,6770000.0,4050.0,423125.0,,105760.0,8.0784e-05,0.1,0.6475098 +3894.5,3880.6868,-0.0038091666,1672.0099,6780000.0,4055.0,423750.0,,105920.0,8.0528e-05,0.1,0.67135906 +3922.0,3881.3,-0.010349486,1672.4138,6790000.0,4060.0,424375.0,,106080.0,8.0272e-05,0.1,0.6699717 +3870.5,3881.6619,-0.009720428,1672.4053,6800000.0,4066.0,425000.0,,106240.0,8.0016e-05,0.1,0.71055627 +3851.5,3881.614,-0.01030898,1672.8076,6810000.0,4071.0,425625.0,,106400.0,7.976e-05,0.1,0.67246383 +3840.0,3881.0789,-0.009326195,1673.209,6820000.0,4076.0,426250.0,,106560.0,7.9504e-05,0.1,0.71678287 +3878.0,3880.8018,-0.012225631,1673.6094,6830000.0,4081.0,426875.0,,106688.0,7.92992e-05,0.1,0.7161367 +3856.0,3880.485,-0.01313238,1674.0088,6840000.0,4086.0,427500.0,,106848.0,7.90432e-05,0.1,0.7015165 +3836.0,3880.5,-0.011520804,1673.998,6850000.0,4092.0,428125.0,,107008.0,7.87872e-05,0.1,0.59623045 +3856.0,3880.425,-0.013114957,1674.3959,6860000.0,4097.0,428750.0,,107168.0,7.85312e-05,0.1,0.7263702 +3880.0,3880.655,-0.012753657,1674.7927,6870000.0,4102.0,429375.0,,107328.0,7.82752e-05,0.1,0.8129848 +3916.5,3881.115,-0.01116264,1674.7809,6880000.0,4108.0,430000.0,,107488.0,7.80192e-05,0.1,0.5766331 +3888.5,3881.365,-0.011959367,1675.1763,6890000.0,4113.0,430625.0,,107648.0,7.77632e-05,0.1,0.6534366 +3918.5,3881.79,-0.010860459,1675.1638,6900000.0,4119.0,431250.0,,107808.0,7.75072e-05,0.1,0.74201405 +3924.0,3882.11,0.0029802267,1675.1515,6910000.0,4125.0,431875.0,,107968.0,7.72512e-05,0.1,0.70547086 +3938.0,3882.52,-0.010536004,1675.5448,6920000.0,4130.0,432500.0,,108096.0,7.70464e-05,0.1,0.7081319 +3889.0,3882.54,-0.011121504,1675.9371,6930000.0,4135.0,433125.0,,108256.0,7.67904e-05,0.1,0.68737876 +3862.0,3882.23,-0.006968392,1675.9237,6940000.0,4141.0,433750.0,,108416.0,7.65344e-05,0.1,0.732075 +3858.5,3881.405,-0.014601292,1675.9103,6950000.0,4147.0,434375.0,,108576.0,7.62784e-05,0.1,0.6846724 +3861.0,3880.405,-0.009856418,1675.897,6960000.0,4153.0,435000.0,,108736.0,7.60224e-05,0.1,0.65177536 +3843.5,3879.39,-0.011647,1675.8837,6970000.0,4159.0,435625.0,,108896.0,7.57664e-05,0.1,0.6546413 +3848.5,3879.055,-0.011068716,1675.8704,6980000.0,4165.0,436250.0,,109056.0,7.55104e-05,0.1,0.65119624 +3853.5,3879.22,-0.011089744,1676.259,6990000.0,4170.0,436875.0,,109216.0,7.52544e-05,0.1,0.6915852 +3871.5,3879.285,-0.010822034,1676.2452,7000000.0,4176.0,437500.0,,109344.0,7.50496e-05,0.1,0.6584629 +3883.0,3879.025,-0.008554157,1676.2314,7010000.0,4182.0,438125.0,,109504.0,7.47936e-05,0.1,0.6400316 +3855.5,3878.6287,-0.0044257306,1676.6182,7020000.0,4187.0,438750.0,,109664.0,7.45376e-05,0.1,0.7299794 +3874.5,3878.5178,-0.011504828,1676.6039,7030000.0,4193.0,439375.0,,109824.0,7.42816e-05,0.1,0.65028906 +3875.5,3878.5532,-0.008167975,1676.989,7040000.0,4198.0,440000.0,,109984.0,7.40256e-05,0.1,0.6277479 +3876.0,3878.4082,-0.008723895,1677.3733,7050000.0,4203.0,440625.0,,110144.0,7.37696e-05,0.1,0.5728967 +3857.5,3878.107,-0.010742241,1677.358,7060000.0,4209.0,441250.0,,110304.0,7.35136e-05,0.1,0.71862984 +3902.0,3878.3792,-0.010785175,1677.7408,7070000.0,4214.0,441875.0,,110464.0,7.32576e-05,0.1,0.69369745 +3908.0,3878.5269,-0.011499838,1677.7251,7080000.0,4220.0,442500.0,,110624.0,7.30016e-05,0.1,0.6310905 +3879.4,3878.529,0.0017724902,1678.5038,7090000.0,4224.0,443125.0,,110752.0,7.27968e-05,0.1,0.65604734 +3859.4,3878.538,-0.011596858,1678.4869,7100000.0,4230.0,443750.0,,110912.0,7.25408e-05,0.1,0.6403912 +3880.9,3878.7622,-0.0081794225,1678.8666,7110000.0,4235.0,444375.0,,111072.0,7.22848e-05,0.1,0.66674674 +3888.3,3879.3054,-0.0038302108,1678.8494,7120000.0,4241.0,445000.0,,111232.0,7.20288e-05,0.1,0.64688027 +3855.8,3879.3035,-0.012695328,1679.2275,7130000.0,4246.0,445625.0,,111392.0,7.17728e-05,0.1,0.61376333 +3867.0,3879.0735,-0.005275645,1679.2098,7140000.0,4252.0,446250.0,,111552.0,7.15168e-05,0.1,0.6971641 +3875.0,3878.9175,-0.011922371,1679.5865,7150000.0,4257.0,446875.0,,111712.0,7.12608e-05,0.1,0.6355751 +3886.9,3879.1252,0.006072468,1679.5684,7160000.0,4263.0,447500.0,,111872.0,7.10048e-05,0.1,0.6807045 +3859.4,3879.339,-0.0102983825,1679.9437,7170000.0,4268.0,448125.0,,112000.0,7.08e-05,0.1,0.5405333 +3878.9,3879.5784,-0.010519652,1680.3182,7180000.0,4273.0,448750.0,,112160.0,7.0544e-05,0.1,0.7333664 +3895.5,3880.0935,-0.01091477,1680.6919,7190000.0,4278.0,449375.0,,112320.0,7.0288e-05,0.1,0.7055208 +3878.5,3880.403,-0.008468706,1680.6722,7200000.0,4284.0,450000.0,,112480.0,7.0032e-05,0.1,0.63199484 +3861.5,3881.083,0.0034470437,1680.6527,7210000.0,4290.0,450625.0,,112640.0,6.9776e-05,0.1,0.6871803 +3839.5,3881.558,-0.009834207,1680.6332,7220000.0,4296.0,451250.0,,112800.0,6.952e-05,0.1,0.61947757 +3816.0,3881.6282,-0.009258603,1680.6136,7230000.0,4302.0,451875.0,,112960.0,6.9264e-05,0.1,0.6113631 +3848.5,3881.4932,-0.010133382,1680.5942,7240000.0,4308.0,452500.0,,113120.0,6.9008e-05,0.1,0.6298857 +3860.0,3881.1482,-0.011571843,1680.9645,7250000.0,4313.0,453125.0,,113280.0,6.8752e-05,0.1,0.70687574 +3823.5,3880.6782,-0.011882979,1681.334,7260000.0,4318.0,453750.0,,113408.0,6.85472e-05,0.1,0.59852993 +3823.5,3880.0232,-0.010532689,1681.7025,7270000.0,4323.0,454375.0,,113568.0,6.82912e-05,0.1,0.6260704 +3863.0,3879.593,-0.009368358,1681.6816,7280000.0,4329.0,455000.0,,113728.0,6.80352e-05,0.1,0.5857712 +3854.5,3879.3682,-0.009279634,1682.049,7290000.0,4334.0,455625.0,,113888.0,6.77792e-05,0.1,0.6667228 +3849.0,3879.2332,-0.010073117,1682.0277,7300000.0,4340.0,456250.0,,114048.0,6.75232e-05,0.1,0.5953627 +3845.5,3879.208,-0.0040783966,1682.3936,7310000.0,4345.0,456875.0,,114208.0,6.72672e-05,0.1,0.6391432 +3836.5,3878.9531,-0.009108349,1682.3718,7320000.0,4351.0,457500.0,,114368.0,6.70112e-05,0.1,0.58935225 +3865.0,3878.8132,-0.011203754,1682.7365,7330000.0,4356.0,458125.0,,114528.0,6.67552e-05,0.1,0.5438034 +3868.0,3878.7031,-0.010249128,1682.7144,7340000.0,4362.0,458750.0,,114656.0,6.65504e-05,0.1,0.5613903 +3847.0,3878.3882,-0.0066493885,1682.6923,7350000.0,4368.0,459375.0,,114816.0,6.62944e-05,0.1,0.6446364 +3840.0,3877.9182,-0.011430117,1683.055,7360000.0,4373.0,460000.0,,114976.0,6.60384e-05,0.1,0.6711686 +3867.0,3877.4932,-0.008791056,1683.4171,7370000.0,4378.0,460625.0,,115136.0,6.57824e-05,0.1,0.62324315 +3892.0,3877.458,-0.010332478,1683.3942,7380000.0,4384.0,461250.0,,115296.0,6.55264e-05,0.1,0.56671464 +3894.0,3877.758,-0.011025473,1683.3713,7390000.0,4390.0,461875.0,,115456.0,6.52704e-05,0.1,0.64117813 +3871.0,3877.7231,-0.011122332,1683.7316,7400000.0,4395.0,462500.0,,115616.0,6.50144e-05,0.1,0.6649636 +3859.5,3877.208,-0.005211918,1684.091,7410000.0,4400.0,463125.0,,115776.0,6.47584e-05,0.1,0.5831182 +3833.5,3876.1982,-0.007089199,1684.0671,7420000.0,4406.0,463750.0,,115936.0,6.45024e-05,0.1,0.65316594 +3820.5,3875.048,-0.002583362,1684.4253,7430000.0,4411.0,464375.0,,116064.0,6.42976e-05,0.1,0.5963216 +3869.5,3874.7632,-0.011983686,1684.4011,7440000.0,4417.0,465000.0,,116224.0,6.40416e-05,0.1,0.59049106 +3845.0,3874.3972,-0.009566513,1684.758,7450000.0,4422.0,465625.0,,116384.0,6.37856e-05,0.1,0.63812053 +3866.5,3874.5613,-0.009530155,1685.114,7460000.0,4427.0,466250.0,,116544.0,6.35296e-05,0.1,0.5251757 +3883.0,3874.7612,-0.010767976,1685.4694,7470000.0,4432.0,466875.0,,116704.0,6.32736e-05,0.1,0.5943498 +3870.5,3874.5361,-0.010777141,1685.4438,7480000.0,4438.0,467500.0,,116864.0,6.30176e-05,0.1,0.72169316 +3863.0,3874.0662,-0.009191597,1685.4186,7490000.0,4444.0,468125.0,,117024.0,6.27616e-05,0.1,0.63251555 +3872.5,3873.633,-0.007404085,1685.7721,7500000.0,4449.0,468750.0,,117184.0,6.25056e-05,0.1,0.61144507 +3845.5,3872.955,-0.0102929985,1686.1249,7510000.0,4454.0,469375.0,,117312.0,6.23008e-05,0.1,0.6358587 +3862.0,3872.18,-0.0052925996,1686.4768,7520000.0,4459.0,470000.0,,117472.0,6.20448e-05,0.1,0.6405591 +3889.0,3872.04,-0.0111938305,1686.828,7530000.0,4464.0,470625.0,,117632.0,6.17888e-05,0.1,0.59968114 +3854.0,3872.01,-0.011630707,1686.8009,7540000.0,4470.0,471250.0,,117792.0,6.15328e-05,0.1,0.6963314 +3836.0,3871.695,-0.0020059743,1687.1509,7550000.0,4475.0,471875.0,,117952.0,6.12768e-05,0.1,0.66483486 +3859.4,3871.1392,0.0008090062,1687.1234,7560000.0,4481.0,472500.0,,118112.0,6.10208e-05,0.1,0.58952534 +3863.9,3870.4382,-0.007250742,1687.4722,7570000.0,4486.0,473125.0,,118272.0,6.07648e-05,0.1,0.6182661 +3872.0,3870.548,-0.011384353,1687.4443,7580000.0,4492.0,473750.0,,118432.0,6.05088e-05,0.1,0.62259555 +3879.5,3870.7432,-0.010714748,1687.7919,7590000.0,4497.0,474375.0,,118592.0,6.02528e-05,0.1,0.6257419 +3880.0,3871.083,-0.0028761788,1688.1385,7600000.0,4502.0,475000.0,,118720.0,6.0048e-05,0.1,0.6898489 +3885.0,3871.343,-0.0090691885,1688.4846,7610000.0,4507.0,475625.0,,118880.0,5.9792e-05,0.1,0.65375364 +3856.7,3871.25,-0.0010924882,1688.8298,7620000.0,4512.0,476250.0,,119040.0,5.9536e-05,0.1,0.6786042 +3879.2,3871.097,-0.004658704,1688.8004,7630000.0,4518.0,476875.0,,119200.0,5.928e-05,0.1,0.59016603 +3855.0,3870.942,-0.011738476,1689.1444,7640000.0,4523.0,477500.0,,119360.0,5.9024e-05,0.1,0.6268561 +3860.0,3870.8718,-0.010113258,1689.1146,7650000.0,4529.0,478125.0,,119520.0,5.8768e-05,0.1,0.66837525 +3852.5,3870.6318,-0.009685153,1689.4574,7660000.0,4534.0,478750.0,,119680.0,5.8512e-05,0.1,0.5744387 +3843.0,3870.167,-0.0053597363,1689.4274,7670000.0,4540.0,479375.0,,119840.0,5.8256e-05,0.1,0.7778169 +3868.0,3869.667,-0.011011545,1689.7689,7680000.0,4545.0,480000.0,,120000.0,5.8e-05,0.1,0.56702 +3871.5,3869.412,-0.006547491,1690.1099,7690000.0,4550.0,480625.0,,120128.0,5.77952e-05,0.1,0.60194194 +3885.5,3869.2568,-0.009754491,1690.079,7700000.0,4556.0,481250.0,,120288.0,5.75392e-05,0.1,0.6335424 +3878.0,3869.0518,-0.011903557,1690.4188,7710000.0,4561.0,481875.0,,120448.0,5.72832e-05,0.1,0.6434191 +3879.5,3868.7268,-0.011555763,1690.3876,7720000.0,4567.0,482500.0,,120608.0,5.70272e-05,0.1,0.7399868 +3881.5,3868.382,-0.009642714,1690.7262,7730000.0,4572.0,483125.0,,120768.0,5.67712e-05,0.1,0.6443496 +3898.5,3868.202,-0.011183184,1690.6946,7740000.0,4578.0,483750.0,,120928.0,5.65152e-05,0.1,0.7178322 +3901.5,3868.1418,-0.013272813,1690.6632,7750000.0,4584.0,484375.0,,121088.0,5.62592e-05,0.1,0.68188286 +3925.0,3868.627,-0.0060346094,1691.0002,7760000.0,4589.0,485000.0,,121248.0,5.60032e-05,0.1,0.60249174 +3910.0,3869.1472,-0.0052796975,1691.3365,7770000.0,4594.0,485625.0,,121376.0,5.57984e-05,0.1,0.6691791 +3871.9,3868.921,-0.0020088716,1691.6721,7780000.0,4599.0,486250.0,,121536.0,5.55424e-05,0.1,0.55360436 +3863.4,3868.335,-0.011352507,1691.6395,7790000.0,4605.0,486875.0,,121696.0,5.52864e-05,0.1,0.65564615 +3884.5,3868.475,-0.010837462,1691.607,7800000.0,4611.0,487500.0,,121856.0,5.50304e-05,0.1,0.7504089 +3882.5,3868.7854,-0.011120749,1691.941,7810000.0,4616.0,488125.0,,122016.0,5.47744e-05,0.1,0.6482399 +3870.0,3869.085,-0.009624303,1691.9083,7820000.0,4622.0,488750.0,,122176.0,5.45184e-05,0.1,0.56875944 +3894.0,3869.245,-0.012729863,1692.2412,7830000.0,4627.0,489375.0,,122336.0,5.42624e-05,0.1,0.703542 +3883.0,3869.515,-0.010352831,1692.2081,7840000.0,4633.0,490000.0,,122496.0,5.40064e-05,0.1,0.7033819 +3869.0,3869.845,-0.0067213727,1692.5399,7850000.0,4638.0,490625.0,,122656.0,5.37504e-05,0.1,0.5689291 +3868.5,3869.97,-0.010054814,1692.871,7860000.0,4643.0,491250.0,,122784.0,5.35456e-05,0.1,0.6414501 +3905.5,3870.225,-0.0099878125,1692.8372,7870000.0,4649.0,491875.0,,122944.0,5.32896e-05,0.1,0.56121427 +3882.5,3869.885,-0.008132788,1692.8035,7880000.0,4655.0,492500.0,,123104.0,5.30336e-05,0.1,0.73186576 +3838.5,3869.385,-0.0057915817,1693.133,7890000.0,4660.0,493125.0,,123264.0,5.27776e-05,0.1,0.709937 +3845.0,3868.65,-0.010549614,1693.4619,7900000.0,4665.0,493750.0,,123424.0,5.25216e-05,0.1,0.62590456 +3818.5,3867.595,-0.0075236442,1693.7902,7910000.0,4670.0,494375.0,,123584.0,5.22656e-05,0.1,0.65910274 +3822.5,3866.44,-0.010220812,1693.7554,7920000.0,4676.0,495000.0,,123744.0,5.20096e-05,0.1,0.8172102 +3852.5,3866.075,-0.0099543575,1693.7206,7930000.0,4682.0,495625.0,,123904.0,5.17536e-05,0.1,0.63146925 +3872.0,3866.175,-0.010541809,1694.0474,7940000.0,4687.0,496250.0,,124032.0,5.15488e-05,0.1,0.7316761 +3868.0,3866.27,-0.00997326,1694.3734,7950000.0,4692.0,496875.0,,124192.0,5.12928e-05,0.1,0.56192267 +3874.0,3866.4,-0.008998642,1694.338,7960000.0,4698.0,497500.0,,124352.0,5.10368e-05,0.1,0.62752235 +3886.5,3866.83,-0.008449563,1694.3027,7970000.0,4704.0,498125.0,,124512.0,5.07808e-05,0.1,0.7663599 +3868.9,3867.0342,-0.011491794,1694.6273,7980000.0,4709.0,498750.0,,124672.0,5.05248e-05,0.1,0.71423835 +3844.9,3866.9482,-0.0071345586,1694.5917,7990000.0,4715.0,499375.0,,124832.0,5.02688e-05,0.1,0.6632407 +3863.5,3866.8682,-0.010568901,1694.9153,8000000.0,4720.0,500000.0,,124992.0,5.00128e-05,0.1,0.6825691 +3872.0,3866.758,-0.010301639,1694.8794,8010000.0,4726.0,500625.0,,125152.0,4.97568e-05,0.1,0.729607 +3864.5,3866.8481,-0.009524675,1695.2019,8020000.0,4731.0,501250.0,,125312.0,4.95008e-05,0.1,0.61703855 +3858.5,3866.6882,-0.009698716,1695.5237,8030000.0,4736.0,501875.0,,125440.0,4.9296e-05,0.1,0.61877775 +3885.0,3866.7832,-0.010431607,1695.4872,8040000.0,4742.0,502500.0,,125600.0,4.904e-05,0.1,0.60031956 +3893.0,3866.953,-0.010875732,1695.4507,8050000.0,4748.0,503125.0,,125760.0,4.8784e-05,0.1,0.69374394 +3884.5,3867.2231,-0.0070638065,1695.7711,8060000.0,4753.0,503750.0,,125920.0,4.8528e-05,0.1,0.7090695 +3860.5,3866.808,-0.010795545,1695.7344,8070000.0,4759.0,504375.0,,126080.0,4.8272e-05,0.1,0.5530226 +3861.5,3866.343,-0.009469321,1696.0537,8080000.0,4764.0,505000.0,,126240.0,4.8016e-05,0.1,0.5656411 +3849.0,3866.0388,-0.010662477,1696.0167,8090000.0,4770.0,505625.0,,126400.0,4.776e-05,0.1,0.6603965 +3864.0,3866.085,-0.010119883,1695.9799,8100000.0,4776.0,506250.0,,126560.0,4.7504e-05,0.1,0.6805245 +3866.0,3865.936,-0.011570411,1696.2979,8110000.0,4781.0,506875.0,,126688.0,4.72992e-05,0.1,0.62506163 +3873.0,3865.7832,-0.010465356,1695.9064,8120000.0,4788.0,507500.0,,126848.0,4.70432e-05,0.1,0.6752001 +3873.0,3865.955,-0.010391238,1696.2236,8130000.0,4793.0,508125.0,,127008.0,4.67872e-05,0.1,0.6201058 +3860.0,3865.885,-0.009925691,1696.1866,8140000.0,4799.0,508750.0,,127168.0,4.65312e-05,0.1,0.70743966 +3871.5,3865.85,-0.012294499,1696.5029,8150000.0,4804.0,509375.0,,127328.0,4.62752e-05,0.1,0.6160848 +3872.5,3865.706,-0.011547335,1696.4657,8160000.0,4810.0,510000.0,,127488.0,4.60192e-05,0.1,0.61804324 +3883.0,3865.942,-0.0070079155,1696.7809,8170000.0,4815.0,510625.0,,127648.0,4.57632e-05,0.1,0.58882415 +3910.0,3866.2532,-0.011655787,1696.7434,8180000.0,4821.0,511250.0,,127808.0,4.55072e-05,0.1,0.7597196 +3911.5,3866.413,-0.011094163,1697.0576,8190000.0,4826.0,511875.0,,127968.0,4.52512e-05,0.1,0.6608579 +3897.0,3866.598,-0.010779275,1697.3711,8200000.0,4831.0,512500.0,,128096.0,4.50464e-05,0.1,0.62298906 +3900.0,3866.9832,-0.007252895,1697.6841,8210000.0,4836.0,513125.0,,128256.0,4.47904e-05,0.1,0.6701203 +3891.0,3867.498,-0.010134546,1697.6456,8220000.0,4842.0,513750.0,,128416.0,4.45344e-05,0.1,0.6507295 +3901.0,3868.3481,-0.010243956,1697.6073,8230000.0,4848.0,514375.0,,128576.0,4.42784e-05,0.1,0.6434981 +3882.5,3868.6877,-0.010340877,1697.9188,8240000.0,4853.0,515000.0,,128736.0,4.40224e-05,0.1,0.6044867 +3871.0,3868.798,-0.007850408,1697.8802,8250000.0,4859.0,515625.0,,128896.0,4.37664e-05,0.1,0.67235565 +3865.5,3869.218,-0.0017987413,1698.1908,8260000.0,4864.0,516250.0,,129056.0,4.35104e-05,0.1,0.62759066 +3885.0,3869.833,-0.010292455,1697.8033,8270000.0,4871.0,516875.0,,129216.0,4.32544e-05,0.1,0.68713576 +3880.0,3870.003,-0.011232786,1698.1132,8280000.0,4876.0,517500.0,,129344.0,4.30496e-05,0.1,0.5914533 +3881.5,3870.2732,-0.0100074215,1698.0746,8290000.0,4882.0,518125.0,,129504.0,4.27936e-05,0.1,0.6529522 +3887.0,3870.653,-0.009770371,1698.036,8300000.0,4888.0,518750.0,,129664.0,4.25376e-05,0.1,0.65033793 +3860.5,3870.8032,-0.01071283,1698.3446,8310000.0,4893.0,519375.0,,129824.0,4.22816e-05,0.1,0.5678004 +3856.0,3870.9978,-0.009217513,1698.3058,8320000.0,4899.0,520000.0,,129984.0,4.20256e-05,0.1,0.69209975 +3847.5,3870.8232,-0.010856929,1698.6134,8330000.0,4904.0,520625.0,,130144.0,4.17696e-05,0.1,0.6739145 +3856.5,3870.708,-0.009145581,1698.5743,8340000.0,4910.0,521250.0,,130304.0,4.15136e-05,0.1,0.6542064 +3854.4,3870.7822,-0.007961635,1698.881,8350000.0,4915.0,521875.0,,130464.0,4.12576e-05,0.1,0.70895475 +3834.7,3870.7288,-0.009850852,1698.8417,8360000.0,4921.0,522500.0,,130624.0,4.10016e-05,0.1,0.67243457 +3853.3,3870.5923,-0.008063268,1699.4924,8370000.0,4925.0,523125.0,,130752.0,4.07968e-05,0.1,0.68831193 +3855.0,3870.2222,-0.012198159,1699.4524,8380000.0,4931.0,523750.0,,130912.0,4.05408e-05,0.1,0.6881944 +3852.5,3869.807,-0.0109350495,1699.0685,8390000.0,4938.0,524375.0,,131072.0,4.02848e-05,0.1,0.61116 +3847.0,3869.567,-0.009583711,1699.0292,8400000.0,4944.0,525000.0,,131232.0,4.00288e-05,0.1,0.66907734 +3872.5,3869.6968,-0.009803355,1699.3333,8410000.0,4949.0,525625.0,,131392.0,3.97728e-05,0.1,0.69561684 +3854.1,3869.9028,-0.0109587265,1699.2937,8420000.0,4955.0,526250.0,,131552.0,3.95168e-05,0.1,0.69297314 +3862.6,3870.3237,-0.0036945185,1699.5968,8430000.0,4960.0,526875.0,,131712.0,3.92608e-05,0.1,0.5555744 +3841.5,3870.0437,-0.013412024,1699.557,8440000.0,4966.0,527500.0,,131872.0,3.90048e-05,0.1,0.66314733 +3853.0,3870.1238,-0.010837567,1699.8591,8450000.0,4971.0,528125.0,,132000.0,3.88e-05,0.1,0.6102545 +3894.0,3870.3987,-0.012392707,1699.8192,8460000.0,4977.0,528750.0,,132160.0,3.8544e-05,0.1,0.7529687 +3877.0,3870.339,-0.010401235,1699.7793,8470000.0,4983.0,529375.0,,132320.0,3.8288e-05,0.1,0.6307112 +3866.5,3870.299,-0.003497284,1700.0802,8480000.0,4988.0,530000.0,,132480.0,3.8032e-05,0.1,0.69866437 +3846.5,3870.1338,0.017311875,1700.04,8490000.0,4994.0,530625.0,,132640.0,3.7776e-05,0.1,0.6974475 +3851.5,3869.9238,-0.007191117,1700.0,8500000.0,5000.0,531250.0,,132800.0,3.752e-05,0.1,0.6976453 +3856.0,3870.029,-0.007361446,1699.9601,8510000.0,5006.0,531875.0,,132960.0,3.7264e-05,0.1,0.6304414 +3873.5,3870.144,-0.008432768,1700.2594,8520000.0,5011.0,532500.0,,133120.0,3.7008e-05,0.1,0.6438995 +3865.5,3869.9087,-0.0025402894,1700.2192,8530000.0,5017.0,533125.0,,133280.0,3.6752e-05,0.1,0.6789403 +3866.5,3870.0337,-0.011807829,1700.1792,8540000.0,5023.0,533750.0,,133408.0,3.65472e-05,0.1,0.6576624 +3847.5,3870.1492,-0.009278499,1700.1392,8550000.0,5029.0,534375.0,,133568.0,3.62912e-05,0.1,0.67400247 +3854.0,3870.095,-0.010102873,1700.437,8560000.0,5034.0,535000.0,,133728.0,3.60352e-05,0.1,0.60398567 +3875.5,3870.2112,-0.0033759545,1700.3969,8570000.0,5040.0,535625.0,,133888.0,3.57792e-05,0.1,0.64890075 +3835.0,3869.8408,-0.005402324,1700.6937,8580000.0,5045.0,536250.0,,134048.0,3.55232e-05,0.1,0.60243607 +3840.0,3869.4463,-0.008975716,1700.6533,8590000.0,5051.0,536875.0,,134208.0,3.52672e-05,0.1,0.63402617 +3860.0,3869.2458,-0.00899144,1700.2767,8600000.0,5058.0,537500.0,,134368.0,3.50112e-05,0.1,0.5684214 +3854.0,3868.9363,-0.009958727,1700.5728,8610000.0,5063.0,538125.0,,134528.0,3.47552e-05,0.1,0.6379274 +3867.5,3869.044,-0.009933848,1700.8682,8620000.0,5068.0,538750.0,,134656.0,3.45504e-05,0.1,0.6634691 +3878.0,3869.032,-0.009075133,1700.8278,8630000.0,5074.0,539375.0,,134816.0,3.42944e-05,0.1,0.650097 +3858.5,3869.067,-0.010865315,1701.1223,8640000.0,5079.0,540000.0,,134976.0,3.40384e-05,0.1,0.6370456 +3850.5,3868.972,-0.008698231,1701.0817,8650000.0,5085.0,540625.0,,135136.0,3.37824e-05,0.1,0.60354733 +3840.5,3868.8523,-0.005219058,1701.3752,8660000.0,5090.0,541250.0,,135296.0,3.35264e-05,0.1,0.60653436 +3836.5,3868.7869,-0.00035952235,1701.3344,8670000.0,5096.0,541875.0,,135456.0,3.32704e-05,0.1,0.6459683 +3878.4,3868.8909,-0.011256712,1701.6271,8680000.0,5101.0,542500.0,,135616.0,3.30144e-05,0.1,0.66324914 +3892.9,3869.105,-0.007963183,1701.9193,8690000.0,5106.0,543125.0,,135776.0,3.27584e-05,0.1,0.6413231 +3881.0,3869.0603,-0.008985752,1701.8779,8700000.0,5112.0,543750.0,,135936.0,3.25024e-05,0.1,0.62649846 +3884.5,3869.125,-0.00926494,1702.1692,8710000.0,5117.0,544375.0,,136064.0,3.22976e-05,0.1,0.66758114 +3872.0,3869.05,-0.010427295,1702.1277,8720000.0,5123.0,545000.0,,136224.0,3.20416e-05,0.1,0.58592796 +3839.5,3868.63,-0.008264985,1702.0862,8730000.0,5129.0,545625.0,,136384.0,3.17856e-05,0.1,0.5391227 +3853.0,3868.175,-0.0024908516,1701.7134,8740000.0,5136.0,546250.0,,136544.0,3.15296e-05,0.1,0.668504 +3835.5,3867.515,-0.007743032,1701.6725,8750000.0,5142.0,546875.0,,136704.0,3.12736e-05,0.1,0.5806943 +3867.5,3866.94,-0.00943436,1701.6317,8760000.0,5148.0,547500.0,,136864.0,3.10176e-05,0.1,0.5808289 +3882.0,3866.66,-0.011187808,1701.9213,8770000.0,5153.0,548125.0,,137024.0,3.07616e-05,0.1,0.6381546 +3878.0,3866.721,-0.011452094,1702.2102,8780000.0,5158.0,548750.0,,137184.0,3.05056e-05,0.1,0.6103946 +3861.5,3866.702,-0.009504813,1702.4985,8790000.0,5163.0,549375.0,,137312.0,3.03008e-05,0.1,0.60772127 +3843.0,3866.2869,-0.008257017,1702.4569,8800000.0,5169.0,550000.0,,137472.0,3.00448e-05,0.1,0.59199965 +3834.5,3865.807,-0.007821863,1702.7445,8810000.0,5174.0,550625.0,,137632.0,2.97888e-05,0.1,0.65917915 +3857.5,3865.682,-0.008985518,1702.7028,8820000.0,5180.0,551250.0,,137792.0,2.95328e-05,0.1,0.6151446 +3869.0,3865.432,-0.008890757,1702.9894,8830000.0,5185.0,551875.0,,137952.0,2.92768e-05,0.1,0.6257328 +3848.0,3865.0818,-0.0021694882,1703.2755,8840000.0,5190.0,552500.0,,138112.0,2.90208e-05,0.1,0.64492893 +3850.5,3864.897,-0.007249657,1703.2333,8850000.0,5196.0,553125.0,,138272.0,2.87648e-05,0.1,0.5714629 +3855.5,3864.7668,-0.007895989,1703.191,8860000.0,5202.0,553750.0,,138432.0,2.85088e-05,0.1,0.61494327 +3872.5,3864.4368,-0.011114246,1703.4761,8870000.0,5207.0,554375.0,,138592.0,2.82528e-05,0.1,0.68259287 +3850.0,3864.1118,-0.009185249,1703.7605,8880000.0,5212.0,555000.0,,138720.0,2.8048e-05,0.1,0.5841315 +3840.5,3864.1318,-0.009580945,1704.0444,8890000.0,5217.0,555625.0,,138880.0,2.7792e-05,0.1,0.67569435 +3844.5,3864.127,-0.003640561,1704.0016,8900000.0,5223.0,556250.0,,139040.0,2.7536e-05,0.1,0.5189495 +3825.5,3864.1968,-0.008453606,1704.2847,8910000.0,5228.0,556875.0,,139200.0,2.728e-05,0.1,0.6281871 +3826.5,3864.2368,-0.00783796,1704.2415,8920000.0,5234.0,557500.0,,139360.0,2.7024e-05,0.1,0.6248119 +3844.0,3864.1519,-0.008846226,1704.1985,8930000.0,5240.0,558125.0,,139520.0,2.6768e-05,0.1,0.6695905 +3858.5,3864.0168,-0.01003574,1704.4805,8940000.0,5245.0,558750.0,,139680.0,2.6512e-05,0.1,0.6132832 +3858.0,3863.917,-0.009295494,1704.4373,8950000.0,5251.0,559375.0,,139840.0,2.6256e-05,0.1,0.56340075 +3877.5,3863.952,-0.008426628,1704.3942,8960000.0,5257.0,560000.0,,140000.0,2.6e-05,0.1,0.54845357 +3878.5,3863.8718,-0.007269857,1704.675,8970000.0,5262.0,560625.0,,140128.0,2.57952e-05,0.1,0.56018364 +3857.0,3863.7532,-0.007067167,1704.9553,8980000.0,5267.0,561250.0,,140288.0,2.55392e-05,0.1,0.65907025 +3867.5,3863.9788,-0.007585772,1704.9119,8990000.0,5273.0,561875.0,,140448.0,2.52832e-05,0.1,0.6447615 +3857.0,3863.9138,-0.009788991,1705.1914,9000000.0,5278.0,562500.0,,140608.0,2.50272e-05,0.1,0.62276614 +3849.0,3863.684,-0.009407641,1705.1476,9010000.0,5284.0,563125.0,,140768.0,2.47712e-05,0.1,0.69887036 +3840.0,3863.4387,-0.0071438435,1705.4264,9020000.0,5289.0,563750.0,,140928.0,2.45152e-05,0.1,0.68736947 +3868.0,3863.5337,-0.00842628,1705.3824,9030000.0,5295.0,564375.0,,141088.0,2.42592e-05,0.1,0.6379148 +3834.0,3863.0242,-0.008991224,1705.6604,9040000.0,5300.0,565000.0,,141248.0,2.40032e-05,0.1,0.66736114 +3853.0,3862.624,-0.007819773,1705.9377,9050000.0,5305.0,565625.0,,141376.0,2.37984e-05,0.1,0.6599101 +3882.5,3862.604,-0.0005685551,1705.8934,9060000.0,5311.0,566250.0,,141536.0,2.35424e-05,0.1,0.6696805 +3859.0,3862.589,-0.009364728,1706.17,9070000.0,5316.0,566875.0,,141696.0,2.32864e-05,0.1,0.63070107 +3863.5,3862.6091,-0.0068954765,1706.1255,9080000.0,5322.0,567500.0,,141856.0,2.30304e-05,0.1,0.51680523 +3880.5,3862.924,-0.008165966,1706.081,9090000.0,5328.0,568125.0,,142016.0,2.27744e-05,0.1,0.6653038 +3850.5,3862.789,-0.0100739,1706.3567,9100000.0,5333.0,568750.0,,142176.0,2.25184e-05,0.1,0.73204315 +3849.0,3862.6191,-0.009087043,1706.6317,9110000.0,5338.0,569375.0,,142336.0,2.22624e-05,0.1,0.6406313 +3833.5,3862.224,-0.009135698,1706.5868,9120000.0,5344.0,570000.0,,142496.0,2.20064e-05,0.1,0.6133877 +3841.5,3861.9092,-0.0070704203,1706.5421,9130000.0,5350.0,570625.0,,142656.0,2.17504e-05,0.1,0.64830947 +3865.5,3861.964,-0.009410536,1706.816,9140000.0,5355.0,571250.0,,142784.0,2.15456e-05,0.1,0.70196986 +3852.5,3861.7742,-0.009025091,1707.0896,9150000.0,5360.0,571875.0,,142944.0,2.12896e-05,0.1,0.64085376 +3859.5,3861.644,-0.0067206016,1707.3625,9160000.0,5365.0,572500.0,,143104.0,2.10336e-05,0.1,0.6928383 +3841.5,3861.229,-0.007402567,1707.317,9170000.0,5371.0,573125.0,,143264.0,2.07776e-05,0.1,0.64185834 +3849.5,3860.624,-0.009181789,1707.5892,9180000.0,5376.0,573750.0,,143424.0,2.05216e-05,0.1,0.6242766 +3854.5,3860.054,-0.009882251,1707.861,9190000.0,5381.0,574375.0,,143584.0,2.02656e-05,0.1,0.6387958 +3843.0,3859.5142,-0.008515515,1707.8151,9200000.0,5387.0,575000.0,,143744.0,2.00096e-05,0.1,0.6275281 +3836.0,3858.874,-0.008479843,1708.086,9210000.0,5392.0,575625.0,,143904.0,1.97536e-05,0.1,0.65284467 +3850.5,3858.469,-0.008564158,1708.3564,9220000.0,5397.0,576250.0,,144032.0,1.95488e-05,0.1,0.6494177 +3851.0,3857.969,-0.009075206,1708.6265,9230000.0,5402.0,576875.0,,144192.0,1.92928e-05,0.1,0.6008522 +3872.0,3857.864,-0.0075588506,1708.5798,9240000.0,5408.0,577500.0,,144352.0,1.90368e-05,0.1,0.6409589 +3871.0,3857.864,-0.0065744123,1708.8491,9250000.0,5413.0,578125.0,,144512.0,1.87808e-05,0.1,0.66830754 +3859.5,3857.804,-0.0020762791,1709.1178,9260000.0,5418.0,578750.0,,144672.0,1.85248e-05,0.1,0.6037096 +3870.0,3857.654,-0.00797172,1709.0708,9270000.0,5424.0,579375.0,,144832.0,1.82688e-05,0.1,0.61015624 +3867.0,3857.5242,-0.008705857,1709.3387,9280000.0,5429.0,580000.0,,144992.0,1.80128e-05,0.1,0.6672026 +3854.0,3857.249,-0.0066489056,1709.6062,9290000.0,5434.0,580625.0,,145152.0,1.77568e-05,0.1,0.5759475 +3841.5,3856.794,-0.008029858,1709.5588,9300000.0,5440.0,581250.0,,145312.0,1.75008e-05,0.1,0.5630676 +3848.0,3856.6687,-0.0068992684,1709.8256,9310000.0,5445.0,581875.0,,145440.0,1.7296e-05,0.1,0.6006808 +3853.5,3856.644,-0.005668402,1710.0918,9320000.0,5450.0,582500.0,,145600.0,1.704e-05,0.1,0.5593019 +3860.5,3856.7742,-0.009695992,1710.3574,9330000.0,5455.0,583125.0,,145760.0,1.6784e-05,0.1,0.6576246 +3858.0,3856.789,-0.009311946,1710.3094,9340000.0,5461.0,583750.0,,145920.0,1.6528e-05,0.1,0.6581393 +3864.5,3856.89,-0.00762661,1710.2616,9350000.0,5467.0,584375.0,,146080.0,1.6272e-05,0.1,0.5366305 +3863.0,3857.173,-0.0038568403,1710.2137,9360000.0,5473.0,585000.0,,146240.0,1.6016e-05,0.1,0.53764164 +3864.5,3857.285,-0.0054826555,1710.4783,9370000.0,5478.0,585625.0,,146400.0,1.576e-05,0.1,0.6239956 +3858.0,3857.315,-0.007527129,1710.4303,9380000.0,5484.0,586250.0,,146560.0,1.5504e-05,0.1,0.63523364 +3887.5,3857.665,-0.0076721273,1711.0059,9390000.0,5488.0,586875.0,,146688.0,1.52992e-05,0.1,0.6199801 +3881.0,3858.005,-0.010092599,1710.9574,9400000.0,5494.0,587500.0,,146848.0,1.50432e-05,0.1,0.6064989 +3866.5,3857.945,-0.0067979204,1711.2202,9410000.0,5499.0,588125.0,,147008.0,1.47872e-05,0.1,0.62261784 +3859.0,3857.9941,-0.007881224,1711.4825,9420000.0,5504.0,588750.0,,147168.0,1.45312e-05,0.1,0.59903497 +3861.5,3857.9832,-0.0075327717,1711.4337,9430000.0,5510.0,589375.0,,147328.0,1.42752e-05,0.1,0.55111325 +3868.0,3858.248,-0.006755225,1711.6954,9440000.0,5515.0,590000.0,,147488.0,1.40192e-05,0.1,0.60954195 +3854.0,3858.258,-0.00650598,1711.6465,9450000.0,5521.0,590625.0,,147648.0,1.37632e-05,0.1,0.6355319 +3869.0,3858.008,-0.008203428,1711.9073,9460000.0,5526.0,591250.0,,147808.0,1.35072e-05,0.1,0.6714982 +3842.0,3857.6582,-0.007600812,1711.8583,9470000.0,5532.0,591875.0,,147968.0,1.32512e-05,0.1,0.6283091 +3845.0,3857.443,-0.008608536,1712.1185,9480000.0,5537.0,592500.0,,148096.0,1.30464e-05,0.1,0.6763799 +3850.5,3857.4832,-0.0067879297,1712.3782,9490000.0,5542.0,593125.0,,148256.0,1.27904e-05,0.1,0.5739506 +3847.0,3857.4382,0.0029266956,1712.3287,9500000.0,5548.0,593750.0,,148416.0,1.25344e-05,0.1,0.6407542 +3842.5,3857.3032,-0.0076768855,1712.5878,9510000.0,5553.0,594375.0,,148576.0,1.22784e-05,0.1,0.6675134 +3829.0,3856.8582,-0.004126335,1712.8463,9520000.0,5558.0,595000.0,,148736.0,1.20224e-05,0.1,0.56831276 +3847.0,3856.673,-0.007368813,1712.7965,9530000.0,5564.0,595625.0,,148896.0,1.17664e-05,0.1,0.5849999 +3860.0,3856.6082,-0.00029539477,1712.7468,9540000.0,5570.0,596250.0,,149056.0,1.15104e-05,0.1,0.6563171 +3861.0,3856.7432,-0.0064778756,1713.0045,9550000.0,5575.0,596875.0,,149216.0,1.12544e-05,0.1,0.60477996 +3832.0,3856.5232,-0.008137785,1713.2616,9560000.0,5580.0,597500.0,,149344.0,1.10496e-05,0.1,0.7323241 +3858.0,3856.3481,-0.0066443407,1713.5183,9570000.0,5585.0,598125.0,,149504.0,1.07936e-05,0.1,0.5528709 +3861.0,3856.6082,-0.0047902777,1713.468,9580000.0,5591.0,598750.0,,149664.0,1.05376e-05,0.1,0.5648039 +3895.5,3857.163,-0.0062107164,1713.7241,9590000.0,5596.0,599375.0,,149824.0,1.02816e-05,0.1,0.66968733 +3896.0,3857.5232,-0.008529641,1713.6737,9600000.0,5602.0,600000.0,,149984.0,1.00256e-05,0.1,0.62412345 +3894.0,3857.923,-0.001953213,1713.9291,9610000.0,5607.0,600625.0,,150144.0,9.7696e-06,0.1,0.5351236 +3877.0,3858.018,-0.007639236,1714.1838,9620000.0,5612.0,601250.0,,150304.0,9.5136e-06,0.1,0.683514 +3870.0,3857.9382,-0.0069710747,1714.4384,9630000.0,5617.0,601875.0,,150464.0,9.2576e-06,0.1,0.6392323 +3855.5,3857.9082,-0.0077899657,1714.3873,9640000.0,5623.0,602500.0,,150624.0,9.0016e-06,0.1,0.5603731 +3868.5,3858.0881,-0.007463322,1714.9458,9650000.0,5627.0,603125.0,,150752.0,8.7968e-06,0.1,0.68595123 +3863.5,3858.318,-0.0063982983,1714.8944,9660000.0,5633.0,603750.0,,150912.0,8.5408e-06,0.1,0.57750654 +3845.0,3858.403,-0.007267133,1715.1472,9670000.0,5638.0,604375.0,,151072.0,8.2848e-06,0.1,0.53002936 +3830.0,3857.919,-0.005704611,1715.3997,9680000.0,5643.0,605000.0,,151232.0,8.0288e-06,0.1,0.53608525 +3855.5,3857.545,-0.0064360187,1715.3479,9690000.0,5649.0,605625.0,,151392.0,7.7728e-06,0.1,0.6004977 +3860.5,3857.34,-0.0068611265,1715.5996,9700000.0,5654.0,606250.0,,151552.0,7.5168e-06,0.1,0.48273966 +3849.0,3856.985,-0.0057011736,1715.5477,9710000.0,5660.0,606875.0,,151712.0,7.2608e-06,0.1,0.6280646 +3844.5,3856.71,-0.006241975,1715.7987,9720000.0,5665.0,607500.0,,151872.0,7.0048e-06,0.1,0.63737565 +3840.5,3856.72,-0.006367256,1716.0494,9730000.0,5670.0,608125.0,,152000.0,6.8e-06,0.1,0.6168094 +3842.0,3856.61,-0.0056939507,1716.2996,9740000.0,5675.0,608750.0,,152160.0,6.544e-06,0.1,0.6973351 +3863.0,3856.885,-0.0076383958,1716.2472,9750000.0,5681.0,609375.0,,152320.0,6.288e-06,0.1,0.60885894 +3855.0,3856.76,-0.0040431595,1716.4967,9760000.0,5686.0,610000.0,,152480.0,6.032e-06,0.1,0.56688607 +3843.0,3856.37,-0.005831521,1716.4441,9770000.0,5692.0,610625.0,,152640.0,5.776e-06,0.1,0.58471906 +3855.0,3856.14,-0.0063619865,1716.693,9780000.0,5697.0,611250.0,,152800.0,5.52e-06,0.1,0.6358677 +3869.5,3856.22,-0.007080652,1716.9414,9790000.0,5702.0,611875.0,,152960.0,5.264e-06,0.1,0.60558254 +3873.5,3856.525,-0.0010859893,1716.8885,9800000.0,5708.0,612500.0,,153120.0,5.008e-06,0.1,0.5182261 +3857.5,3856.755,-0.004717599,1716.8358,9810000.0,5714.0,613125.0,,153280.0,4.752e-06,0.1,0.5999263 +3852.5,3856.705,-0.0051727076,1717.0834,9820000.0,5719.0,613750.0,,153408.0,4.5472e-06,0.1,0.56597906 +3852.0,3856.535,-0.0056046676,1717.0305,9830000.0,5725.0,614375.0,,153568.0,4.2912e-06,0.1,0.5619331 +3857.5,3856.63,-0.007138175,1717.2775,9840000.0,5730.0,615000.0,,153728.0,4.0352e-06,0.1,0.6916126 +3874.5,3856.87,-0.002827064,1717.2245,9850000.0,5736.0,615625.0,,153888.0,3.7792e-06,0.1,0.5733014 +3872.0,3857.035,0.002561336,1717.4708,9860000.0,5741.0,616250.0,,154048.0,3.5232e-06,0.1,0.68377924 +3837.0,3856.68,-0.0056581274,1717.4177,9870000.0,5747.0,616875.0,,154208.0,3.2672e-06,0.1,0.60485446 +3850.5,3856.685,-0.005811858,1717.6635,9880000.0,5752.0,617500.0,,154368.0,3.0112e-06,0.1,0.56320786 +3877.5,3857.055,-0.005263243,1717.312,9890000.0,5759.0,618125.0,,154528.0,2.7552e-06,0.1,0.624394 +3861.5,3857.225,-0.0040787053,1717.5573,9900000.0,5764.0,618750.0,,154656.0,2.5504e-06,0.1,0.6389301 +3843.5,3857.405,-0.0051393593,1717.802,9910000.0,5769.0,619375.0,,154816.0,2.2944e-06,0.1,0.6014299 +3861.0,3857.75,-0.0043178806,1718.0464,9920000.0,5774.0,620000.0,,154976.0,2.0384e-06,0.1,0.5942838 +3876.5,3858.075,-0.0053178295,1718.2904,9930000.0,5779.0,620625.0,,155136.0,1.7824e-06,0.1,0.55747235 +3875.0,3858.24,-0.0056322953,1718.2368,9940000.0,5785.0,621250.0,,155296.0,1.5264e-06,0.1,0.64956176 +3883.0,3858.49,-0.0007243502,1718.1833,9950000.0,5791.0,621875.0,,155456.0,1.2704e-06,0.1,0.66017497 +3882.5,3858.54,-0.004499976,1718.4265,9960000.0,5796.0,622500.0,,155616.0,1.0144e-06,0.1,0.61683536 +3846.0,3858.215,-0.0019698152,1718.3729,9970000.0,5802.0,623125.0,,155776.0,7.584e-07,0.1,0.5535245 +3857.5,3858.22,-0.0028612975,1718.3196,9980000.0,5808.0,623750.0,,155936.0,5.024e-07,0.1,0.6125082 +3834.5,3857.89,-0.004361904,1718.5619,9990000.0,5813.0,624375.0,,156064.0,2.976e-07,0.1,0.59652925 +3836.5,3857.685,-0.0039838674,1718.8037,10000000.0,5818.0,625000.0,,156224.0,4.16e-08,0.1,0.49818406 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..f2056c68a3c3ef2fc149e4a755c7e1bebad63f05 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3857.68505859375, + "strength": 2899.930908203125, + "max_strength": 3265.800048828125, + "final_strength": 3118.699951171875, + "sample_efficiency": 3.1355048690784315e-07, + "training_efficiency": 2.0144925656495616e-05, + "stability": 0.9957494735717773 + }, + "local": { + "mean_returns": [ + 820.0, + 802.5, + 831.2903442382812, + 795.9036254882812, + 759.0, + 766.2000122070312, + 779.0, + 794.4000244140625, + 814.2000122070312, + 806.0, + 774.5999755859375, + 770.5999755859375, + 742.5999755859375, + 704.2000122070312, + 673.4000244140625, + 642.2000122070312, + 654.7999877929688, + 678.0, + 693.7999877929688, + 687.0, + 744.2000122070312, + 780.4000244140625, + 819.5999755859375, + 815.2000122070312, + 801.4000244140625, + 791.7999877929688, + 795.4000244140625, + 834.0, + 865.4000244140625, + 899.7999877929688, + 899.4000244140625, + 924.7999877929688, + 1027.199951171875, + 1091.5999755859375, + 1188.800048828125, + 1243.4000244140625, + 1368.5999755859375, + 1488.0, + 1515.199951171875, + 1525.5999755859375, + 1526.800048828125, + 1576.5999755859375, + 1641.5999755859375, + 1896.0, + 1961.0, + 2156.60009765625, + 2230.60009765625, + 2280.199951171875, + 2420.800048828125, + 2452.800048828125, + 2622.0, + 2692.800048828125, + 2770.0, + 2833.800048828125, + 2832.60009765625, + 2940.0, + 2928.699951171875, + 2943.89990234375, + 2958.39990234375, + 2923.300048828125, + 2909.800048828125, + 2942.89990234375, + 2933.0, + 3040.89990234375, + 3081.10009765625, + 3115.199951171875, + 3155.199951171875, + 3131.300048828125, + 3114.199951171875, + 3124.60009765625, + 3050.699951171875, + 3042.5, + 3046.800048828125, + 3017.199951171875, + 3038.699951171875, + 3043.5, + 3054.89990234375, + 3040.699951171875, + 3024.699951171875, + 3040.60009765625, + 3099.89990234375, + 3038.10009765625, + 3069.5, + 3038.0, + 2978.89990234375, + 3098.300048828125, + 3140.5, + 3075.10009765625, + 3095.699951171875, + 3085.0, + 3095.0, + 3176.199951171875, + 3207.199951171875, + 3179.89990234375, + 3151.89990234375, + 3112.199951171875, + 3105.60009765625, + 3120.699951171875, + 3184.699951171875, + 3244.699951171875, + 3210.39990234375, + 3184.89990234375, + 3169.10009765625, + 3104.800048828125, + 3155.5, + 3153.199951171875, + 3169.10009765625, + 3222.10009765625, + 3226.199951171875, + 3325.699951171875, + 3385.89990234375, + 3355.39990234375, + 3420.10009765625, + 3370.0, + 3369.10009765625, + 3369.300048828125, + 3305.60009765625, + 3245.699951171875, + 3189.89990234375, + 3178.800048828125, + 3236.10009765625, + 3312.0, + 3295.10009765625, + 3262.39990234375, + 3175.39990234375, + 3140.10009765625, + 3182.39990234375, + 3204.60009765625, + 3300.5, + 3337.199951171875, + 3288.10009765625, + 3237.60009765625, + 3195.39990234375, + 3295.60009765625, + 3351.5, + 3326.10009765625, + 3334.0, + 3213.199951171875, + 3316.0, + 3300.300048828125, + 3314.10009765625, + 3325.60009765625, + 3246.89990234375, + 3301.5, + 3342.60009765625, + 3352.699951171875, + 3418.699951171875, + 3471.300048828125, + 3427.5, + 3391.199951171875, + 3408.10009765625, + 3361.199951171875, + 3360.39990234375, + 3391.800048828125, + 3322.60009765625, + 3284.39990234375, + 3227.10009765625, + 3222.89990234375, + 3264.0, + 3271.699951171875, + 3406.699951171875, + 3374.0, + 3391.10009765625, + 3400.300048828125, + 3379.699951171875, + 3351.300048828125, + 3336.300048828125, + 3355.60009765625, + 3389.5, + 3488.800048828125, + 3460.60009765625, + 3492.300048828125, + 3456.10009765625, + 3495.60009765625, + 3443.60009765625, + 3513.800048828125, + 3433.199951171875, + 3406.5, + 3456.800048828125, + 3475.60009765625, + 3531.89990234375, + 3460.39990234375, + 3446.5, + 3495.10009765625, + 3502.89990234375, + 3551.5, + 3507.699951171875, + 3382.199951171875, + 3352.39990234375, + 3388.0, + 3431.0, + 3543.699951171875, + 3652.699951171875, + 3677.39990234375, + 3586.89990234375, + 3578.10009765625, + 3602.5, + 3627.60009765625, + 3720.10009765625, + 3715.0, + 3765.800048828125, + 3708.5, + 3707.5, + 3679.300048828125, + 3665.699951171875, + 3666.89990234375, + 3645.800048828125, + 3725.60009765625, + 3741.60009765625, + 3765.10009765625, + 3688.800048828125, + 3718.10009765625, + 3708.0, + 3711.5, + 3658.39990234375, + 3619.0, + 3628.10009765625, + 3638.0, + 3647.39990234375, + 3679.699951171875, + 3723.89990234375, + 3782.5, + 3889.10009765625, + 3826.39990234375, + 3730.39990234375, + 3694.60009765625, + 3693.60009765625, + 3688.89990234375, + 3661.300048828125, + 3649.89990234375, + 3732.60009765625, + 3726.699951171875, + 3690.89990234375, + 3658.800048828125, + 3717.10009765625, + 3730.10009765625, + 3824.39990234375, + 3815.39990234375, + 3742.699951171875, + 3684.89990234375, + 3607.199951171875, + 3626.300048828125, + 3670.699951171875, + 3720.199951171875, + 3694.89990234375, + 3610.10009765625, + 3666.60009765625, + 3744.60009765625, + 3868.5, + 3869.39990234375, + 3829.699951171875, + 3775.39990234375, + 3734.60009765625, + 3766.300048828125, + 3723.10009765625, + 3740.199951171875, + 3756.89990234375, + 3733.89990234375, + 3781.5, + 3810.89990234375, + 3848.800048828125, + 3881.300048828125, + 3833.60009765625, + 3744.60009765625, + 3690.60009765625, + 3743.10009765625, + 3763.89990234375, + 3823.699951171875, + 3782.5, + 3812.60009765625, + 3829.699951171875, + 3886.39990234375, + 3890.39990234375, + 3884.39990234375, + 3803.800048828125, + 3725.5, + 3688.0, + 3755.89990234375, + 3738.0, + 3726.89990234375, + 3684.199951171875, + 3752.89990234375, + 3862.800048828125, + 3920.699951171875, + 3983.60009765625, + 3894.39990234375, + 3883.0, + 3730.60009765625, + 3725.0, + 3704.699951171875, + 3741.300048828125, + 3845.800048828125, + 3907.89990234375, + 3888.10009765625, + 3853.89990234375, + 3815.5, + 3884.60009765625, + 3919.800048828125, + 3959.10009765625, + 3889.199951171875, + 3834.89990234375, + 3819.89990234375, + 3790.199951171875, + 3807.5, + 3807.89990234375, + 3822.5, + 3789.0, + 3768.0, + 3729.800048828125, + 3728.39990234375, + 3767.699951171875, + 3837.60009765625, + 3850.800048828125, + 3830.60009765625, + 3791.300048828125, + 3760.39990234375, + 3742.5, + 3760.39990234375, + 3746.39990234375, + 3758.300048828125, + 3690.10009765625, + 3752.300048828125, + 3846.0, + 3876.300048828125, + 3871.0, + 3852.300048828125, + 3864.60009765625, + 3820.0, + 3806.800048828125, + 3773.39990234375, + 3854.300048828125, + 3845.5, + 3872.0, + 3824.199951171875, + 3759.699951171875, + 3641.300048828125, + 3680.0, + 3719.699951171875, + 3746.5, + 3712.89990234375, + 3669.300048828125, + 3686.199951171875, + 3699.39990234375, + 3783.699951171875, + 3886.89990234375, + 3874.300048828125, + 3841.699951171875, + 3794.699951171875, + 3800.60009765625, + 3785.800048828125, + 3791.10009765625, + 3775.0, + 3780.89990234375, + 3817.60009765625, + 3879.60009765625, + 3837.199951171875, + 3812.199951171875, + 3817.0, + 3875.0, + 3870.60009765625, + 3895.300048828125, + 3825.39990234375, + 3786.300048828125, + 3774.0, + 3818.5, + 3859.10009765625, + 3867.699951171875, + 3855.300048828125, + 3843.800048828125, + 3797.0, + 3848.60009765625, + 3764.699951171875, + 3787.0, + 3716.10009765625, + 3810.199951171875, + 3808.199951171875, + 3802.0, + 3817.5, + 3844.5, + 3810.89990234375, + 3795.699951171875, + 3764.300048828125, + 3825.699951171875, + 3893.39990234375, + 3878.89990234375, + 3817.5, + 3818.199951171875, + 3811.699951171875, + 3802.199951171875, + 3808.5, + 3798.5, + 3894.800048828125, + 3878.800048828125, + 3867.800048828125, + 3848.10009765625, + 3907.10009765625, + 3891.89990234375, + 3852.300048828125, + 3893.199951171875, + 3889.199951171875, + 3860.39990234375, + 3800.800048828125, + 3738.300048828125, + 3746.699951171875, + 3728.10009765625, + 3738.300048828125, + 3736.699951171875, + 3798.699951171875, + 3783.199951171875, + 3835.199951171875, + 3833.60009765625, + 3806.60009765625, + 3732.199951171875, + 3747.10009765625, + 3816.60009765625, + 3801.800048828125, + 3856.300048828125, + 3840.699951171875, + 3823.199951171875, + 3790.199951171875, + 3732.5, + 3749.5, + 3821.5, + 3871.0, + 3789.0, + 3761.699951171875, + 3733.199951171875, + 3801.10009765625, + 3851.10009765625, + 3915.60009765625, + 3860.300048828125, + 3789.10009765625, + 3813.10009765625, + 3809.699951171875, + 3731.39990234375, + 3682.199951171875, + 3715.800048828125, + 3759.39990234375, + 3848.39990234375, + 3807.89990234375, + 3797.0, + 3826.0, + 3815.5, + 3785.800048828125, + 3771.300048828125, + 3845.5, + 3866.5, + 3862.699951171875, + 3774.699951171875, + 3782.199951171875, + 3848.0, + 3847.5, + 3865.0, + 3855.300048828125, + 3825.699951171875, + 3744.39990234375, + 3783.10009765625, + 3822.199951171875, + 3821.0, + 3800.0, + 3776.5, + 3780.0, + 3775.0, + 3782.0, + 3804.0, + 3798.199951171875, + 3814.699951171875, + 3813.89990234375, + 3760.39990234375, + 3764.0, + 3819.5, + 3814.10009765625, + 3844.5, + 3883.60009765625, + 3933.199951171875, + 3923.199951171875, + 3878.199951171875, + 3860.5, + 3909.5, + 3922.5, + 3904.0, + 3879.5, + 3904.0, + 3863.5, + 3826.300048828125, + 3870.300048828125, + 3856.300048828125, + 3875.5, + 3850.699951171875, + 3838.300048828125, + 3869.300048828125, + 3896.10009765625, + 3899.0, + 3902.699951171875, + 3875.199951171875, + 3870.199951171875, + 3819.10009765625, + 3757.10009765625, + 3807.39990234375, + 3879.5, + 3871.0, + 3876.0, + 3868.0, + 3885.5, + 3870.5, + 3897.5, + 3921.5, + 3921.5, + 3932.199951171875, + 3933.0, + 3918.0, + 3914.300048828125, + 3865.0, + 3869.0, + 3813.0, + 3780.0, + 3800.5, + 3842.0, + 3886.60009765625, + 3852.300048828125, + 3861.0, + 3864.300048828125, + 3860.5, + 3850.699951171875, + 3851.699951171875, + 3870.5, + 3894.0, + 3895.0, + 3885.5, + 3903.0, + 3874.5, + 3812.0, + 3866.0, + 3864.5, + 3832.5, + 3832.5, + 3822.39990234375, + 3865.89990234375, + 3880.0, + 3860.5, + 3900.5, + 3915.5, + 3949.0, + 3951.0, + 3927.39990234375, + 3941.89990234375, + 3932.0, + 3909.5, + 3897.0, + 3904.5, + 3891.5, + 3897.0, + 3901.0, + 3899.800048828125, + 3922.300048828125, + 3893.300048828125, + 3888.699951171875, + 3893.199951171875, + 3913.699951171875, + 3893.0, + 3896.0, + 3909.0, + 3961.39990234375, + 3908.89990234375, + 3920.89990234375, + 3884.0, + 3897.0, + 3916.0, + 3888.800048828125, + 3900.39990234375, + 3880.39990234375, + 3865.300048828125, + 3895.5, + 3892.5, + 3916.199951171875, + 3917.699951171875, + 3925.199951171875, + 3900.39990234375, + 3860.699951171875, + 3834.300048828125, + 3856.300048828125, + 3893.5, + 3905.699951171875, + 3887.699951171875, + 3834.5, + 3863.5, + 3857.0, + 3870.5, + 3863.5, + 3876.0, + 3892.0, + 3897.0, + 3887.0, + 3893.0, + 3941.0, + 3961.0, + 3945.0, + 3882.0, + 3837.0, + 3865.0, + 3909.0, + 3895.10009765625, + 3885.60009765625, + 3872.0, + 3890.5, + 3887.60009765625, + 3874.800048828125, + 3893.199951171875, + 3879.199951171875, + 3858.5, + 3858.5, + 3834.0, + 3856.0, + 3890.0, + 3890.60009765625, + 3866.10009765625, + 3838.0, + 3855.0, + 3844.0, + 3847.5, + 3793.5, + 3792.0, + 3809.0, + 3862.0, + 3894.5, + 3870.5, + 3889.0, + 3906.0, + 3877.0, + 3862.5, + 3848.0, + 3862.0, + 3879.0, + 3879.0, + 3878.5, + 3887.0, + 3909.5, + 3895.5, + 3864.0, + 3874.5, + 3911.0, + 3934.5, + 3935.5, + 3898.0, + 3881.60009765625, + 3850.10009765625, + 3863.0, + 3893.0, + 3910.0, + 3915.800048828125, + 3913.300048828125, + 3939.5, + 3903.0, + 3857.0, + 3867.5, + 3915.0, + 3934.0, + 3861.0, + 3860.0, + 3846.0, + 3859.0, + 3866.0, + 3894.5, + 3870.5, + 3867.0, + 3876.5, + 3889.5, + 3918.0, + 3897.0, + 3901.0, + 3898.5, + 3912.0, + 3916.0, + 3916.5, + 3907.5, + 3876.5, + 3858.0, + 3894.5, + 3922.0, + 3870.5, + 3851.5, + 3840.0, + 3878.0, + 3856.0, + 3836.0, + 3856.0, + 3880.0, + 3916.5, + 3888.5, + 3918.5, + 3924.0, + 3938.0, + 3889.0, + 3862.0, + 3858.5, + 3861.0, + 3843.5, + 3848.5, + 3853.5, + 3871.5, + 3883.0, + 3855.5, + 3874.5, + 3875.5, + 3876.0, + 3857.5, + 3902.0, + 3908.0, + 3879.39990234375, + 3859.39990234375, + 3880.89990234375, + 3888.300048828125, + 3855.800048828125, + 3867.0, + 3875.0, + 3886.89990234375, + 3859.39990234375, + 3878.89990234375, + 3895.5, + 3878.5, + 3861.5, + 3839.5, + 3816.0, + 3848.5, + 3860.0, + 3823.5, + 3823.5, + 3863.0, + 3854.5, + 3849.0, + 3845.5, + 3836.5, + 3865.0, + 3868.0, + 3847.0, + 3840.0, + 3867.0, + 3892.0, + 3894.0, + 3871.0, + 3859.5, + 3833.5, + 3820.5, + 3869.5, + 3845.0, + 3866.5, + 3883.0, + 3870.5, + 3863.0, + 3872.5, + 3845.5, + 3862.0, + 3889.0, + 3854.0, + 3836.0, + 3859.39990234375, + 3863.89990234375, + 3872.0, + 3879.5, + 3880.0, + 3885.0, + 3856.699951171875, + 3879.199951171875, + 3855.0, + 3860.0, + 3852.5, + 3843.0, + 3868.0, + 3871.5, + 3885.5, + 3878.0, + 3879.5, + 3881.5, + 3898.5, + 3901.5, + 3925.0, + 3910.0, + 3871.89990234375, + 3863.39990234375, + 3884.5, + 3882.5, + 3870.0, + 3894.0, + 3883.0, + 3869.0, + 3868.5, + 3905.5, + 3882.5, + 3838.5, + 3845.0, + 3818.5, + 3822.5, + 3852.5, + 3872.0, + 3868.0, + 3874.0, + 3886.5, + 3868.89990234375, + 3844.89990234375, + 3863.5, + 3872.0, + 3864.5, + 3858.5, + 3885.0, + 3893.0, + 3884.5, + 3860.5, + 3861.5, + 3849.0, + 3864.0, + 3866.0, + 3873.0, + 3873.0, + 3860.0, + 3871.5, + 3872.5, + 3883.0, + 3910.0, + 3911.5, + 3897.0, + 3900.0, + 3891.0, + 3901.0, + 3882.5, + 3871.0, + 3865.5, + 3885.0, + 3880.0, + 3881.5, + 3887.0, + 3860.5, + 3856.0, + 3847.5, + 3856.5, + 3854.39990234375, + 3834.699951171875, + 3853.300048828125, + 3855.0, + 3852.5, + 3847.0, + 3872.5, + 3854.10009765625, + 3862.60009765625, + 3841.5, + 3853.0, + 3894.0, + 3877.0, + 3866.5, + 3846.5, + 3851.5, + 3856.0, + 3873.5, + 3865.5, + 3866.5, + 3847.5, + 3854.0, + 3875.5, + 3835.0, + 3840.0, + 3860.0, + 3854.0, + 3867.5, + 3878.0, + 3858.5, + 3850.5, + 3840.5, + 3836.5, + 3878.39990234375, + 3892.89990234375, + 3881.0, + 3884.5, + 3872.0, + 3839.5, + 3853.0, + 3835.5, + 3867.5, + 3882.0, + 3878.0, + 3861.5, + 3843.0, + 3834.5, + 3857.5, + 3869.0, + 3848.0, + 3850.5, + 3855.5, + 3872.5, + 3850.0, + 3840.5, + 3844.5, + 3825.5, + 3826.5, + 3844.0, + 3858.5, + 3858.0, + 3877.5, + 3878.5, + 3857.0, + 3867.5, + 3857.0, + 3849.0, + 3840.0, + 3868.0, + 3834.0, + 3853.0, + 3882.5, + 3859.0, + 3863.5, + 3880.5, + 3850.5, + 3849.0, + 3833.5, + 3841.5, + 3865.5, + 3852.5, + 3859.5, + 3841.5, + 3849.5, + 3854.5, + 3843.0, + 3836.0, + 3850.5, + 3851.0, + 3872.0, + 3871.0, + 3859.5, + 3870.0, + 3867.0, + 3854.0, + 3841.5, + 3848.0, + 3853.5, + 3860.5, + 3858.0, + 3864.5, + 3863.0, + 3864.5, + 3858.0, + 3887.5, + 3881.0, + 3866.5, + 3859.0, + 3861.5, + 3868.0, + 3854.0, + 3869.0, + 3842.0, + 3845.0, + 3850.5, + 3847.0, + 3842.5, + 3829.0, + 3847.0, + 3860.0, + 3861.0, + 3832.0, + 3858.0, + 3861.0, + 3895.5, + 3896.0, + 3894.0, + 3877.0, + 3870.0, + 3855.5, + 3868.5, + 3863.5, + 3845.0, + 3830.0, + 3855.5, + 3860.5, + 3849.0, + 3844.5, + 3840.5, + 3842.0, + 3863.0, + 3855.0, + 3843.0, + 3855.0, + 3869.5, + 3873.5, + 3857.5, + 3852.5, + 3852.0, + 3857.5, + 3874.5, + 3872.0, + 3837.0, + 3850.5, + 3877.5, + 3861.5, + 3843.5, + 3861.0, + 3876.5, + 3875.0, + 3883.0, + 3882.5, + 3846.0, + 3857.5, + 3834.5, + 3836.5 + ], + "strengths": [ + 102.20001220703125, + 84.70001220703125, + 113.4903564453125, + 78.1036376953125, + 41.20001220703125, + 48.4000244140625, + 61.20001220703125, + 76.60003662109375, + 96.4000244140625, + 88.20001220703125, + 56.79998779296875, + 52.79998779296875, + 24.79998779296875, + -13.5999755859375, + -44.39996337890625, + -75.5999755859375, + -63.0, + -39.79998779296875, + -24.0, + -30.79998779296875, + 26.4000244140625, + 62.60003662109375, + 101.79998779296875, + 97.4000244140625, + 83.60003662109375, + 74.0, + 77.60003662109375, + 116.20001220703125, + 147.60003662109375, + 182.0, + 181.60003662109375, + 207.0, + 309.39996337890625, + 373.79998779296875, + 471.00006103515625, + 525.6000366210938, + 650.7999877929688, + 770.2000122070312, + 797.3999633789062, + 807.7999877929688, + 809.0000610351562, + 858.7999877929688, + 923.7999877929688, + 1178.199951171875, + 1243.199951171875, + 1438.800048828125, + 1512.800048828125, + 1562.39990234375, + 1703.0, + 1735.0, + 1904.199951171875, + 1975.0, + 2052.199951171875, + 2116.0, + 2114.800048828125, + 2222.199951171875, + 2210.89990234375, + 2226.099853515625, + 2240.599853515625, + 2205.5, + 2192.0, + 2225.099853515625, + 2215.199951171875, + 2323.099853515625, + 2363.300048828125, + 2397.39990234375, + 2437.39990234375, + 2413.5, + 2396.39990234375, + 2406.800048828125, + 2332.89990234375, + 2324.699951171875, + 2329.0, + 2299.39990234375, + 2320.89990234375, + 2325.699951171875, + 2337.099853515625, + 2322.89990234375, + 2306.89990234375, + 2322.800048828125, + 2382.099853515625, + 2320.300048828125, + 2351.699951171875, + 2320.199951171875, + 2261.099853515625, + 2380.5, + 2422.699951171875, + 2357.300048828125, + 2377.89990234375, + 2367.199951171875, + 2377.199951171875, + 2458.39990234375, + 2489.39990234375, + 2462.099853515625, + 2434.099853515625, + 2394.39990234375, + 2387.800048828125, + 2402.89990234375, + 2466.89990234375, + 2526.89990234375, + 2492.599853515625, + 2467.099853515625, + 2451.300048828125, + 2387.0, + 2437.699951171875, + 2435.39990234375, + 2451.300048828125, + 2504.300048828125, + 2508.39990234375, + 2607.89990234375, + 2668.099853515625, + 2637.599853515625, + 2702.300048828125, + 2652.199951171875, + 2651.300048828125, + 2651.5, + 2587.800048828125, + 2527.89990234375, + 2472.099853515625, + 2461.0, + 2518.300048828125, + 2594.199951171875, + 2577.300048828125, + 2544.599853515625, + 2457.599853515625, + 2422.300048828125, + 2464.599853515625, + 2486.800048828125, + 2582.699951171875, + 2619.39990234375, + 2570.300048828125, + 2519.800048828125, + 2477.599853515625, + 2577.800048828125, + 2633.699951171875, + 2608.300048828125, + 2616.199951171875, + 2495.39990234375, + 2598.199951171875, + 2582.5, + 2596.300048828125, + 2607.800048828125, + 2529.099853515625, + 2583.699951171875, + 2624.800048828125, + 2634.89990234375, + 2700.89990234375, + 2753.5, + 2709.699951171875, + 2673.39990234375, + 2690.300048828125, + 2643.39990234375, + 2642.599853515625, + 2674.0, + 2604.800048828125, + 2566.599853515625, + 2509.300048828125, + 2505.099853515625, + 2546.199951171875, + 2553.89990234375, + 2688.89990234375, + 2656.199951171875, + 2673.300048828125, + 2682.5, + 2661.89990234375, + 2633.5, + 2618.5, + 2637.800048828125, + 2671.699951171875, + 2771.0, + 2742.800048828125, + 2774.5, + 2738.300048828125, + 2777.800048828125, + 2725.800048828125, + 2796.0, + 2715.39990234375, + 2688.699951171875, + 2739.0, + 2757.800048828125, + 2814.099853515625, + 2742.599853515625, + 2728.699951171875, + 2777.300048828125, + 2785.099853515625, + 2833.699951171875, + 2789.89990234375, + 2664.39990234375, + 2634.599853515625, + 2670.199951171875, + 2713.199951171875, + 2825.89990234375, + 2934.89990234375, + 2959.599853515625, + 2869.099853515625, + 2860.300048828125, + 2884.699951171875, + 2909.800048828125, + 3002.300048828125, + 2997.199951171875, + 3048.0, + 2990.699951171875, + 2989.699951171875, + 2961.5, + 2947.89990234375, + 2949.099853515625, + 2928.0, + 3007.800048828125, + 3023.800048828125, + 3047.300048828125, + 2971.0, + 3000.300048828125, + 2990.199951171875, + 2993.699951171875, + 2940.599853515625, + 2901.199951171875, + 2910.300048828125, + 2920.199951171875, + 2929.599853515625, + 2961.89990234375, + 3006.099853515625, + 3064.699951171875, + 3171.300048828125, + 3108.599853515625, + 3012.599853515625, + 2976.800048828125, + 2975.800048828125, + 2971.099853515625, + 2943.5, + 2932.099853515625, + 3014.800048828125, + 3008.89990234375, + 2973.099853515625, + 2941.0, + 2999.300048828125, + 3012.300048828125, + 3106.599853515625, + 3097.599853515625, + 3024.89990234375, + 2967.099853515625, + 2889.39990234375, + 2908.5, + 2952.89990234375, + 3002.39990234375, + 2977.099853515625, + 2892.300048828125, + 2948.800048828125, + 3026.800048828125, + 3150.699951171875, + 3151.599853515625, + 3111.89990234375, + 3057.599853515625, + 3016.800048828125, + 3048.5, + 3005.300048828125, + 3022.39990234375, + 3039.099853515625, + 3016.099853515625, + 3063.699951171875, + 3093.099853515625, + 3131.0, + 3163.5, + 3115.800048828125, + 3026.800048828125, + 2972.800048828125, + 3025.300048828125, + 3046.099853515625, + 3105.89990234375, + 3064.699951171875, + 3094.800048828125, + 3111.89990234375, + 3168.599853515625, + 3172.599853515625, + 3166.599853515625, + 3086.0, + 3007.699951171875, + 2970.199951171875, + 3038.099853515625, + 3020.199951171875, + 3009.099853515625, + 2966.39990234375, + 3035.099853515625, + 3145.0, + 3202.89990234375, + 3265.800048828125, + 3176.599853515625, + 3165.199951171875, + 3012.800048828125, + 3007.199951171875, + 2986.89990234375, + 3023.5, + 3128.0, + 3190.099853515625, + 3170.300048828125, + 3136.099853515625, + 3097.699951171875, + 3166.800048828125, + 3202.0, + 3241.300048828125, + 3171.39990234375, + 3117.099853515625, + 3102.099853515625, + 3072.39990234375, + 3089.699951171875, + 3090.099853515625, + 3104.699951171875, + 3071.199951171875, + 3050.199951171875, + 3012.0, + 3010.599853515625, + 3049.89990234375, + 3119.800048828125, + 3133.0, + 3112.800048828125, + 3073.5, + 3042.599853515625, + 3024.699951171875, + 3042.599853515625, + 3028.599853515625, + 3040.5, + 2972.300048828125, + 3034.5, + 3128.199951171875, + 3158.5, + 3153.199951171875, + 3134.5, + 3146.800048828125, + 3102.199951171875, + 3089.0, + 3055.599853515625, + 3136.5, + 3127.699951171875, + 3154.199951171875, + 3106.39990234375, + 3041.89990234375, + 2923.5, + 2962.199951171875, + 3001.89990234375, + 3028.699951171875, + 2995.099853515625, + 2951.5, + 2968.39990234375, + 2981.599853515625, + 3065.89990234375, + 3169.099853515625, + 3156.5, + 3123.89990234375, + 3076.89990234375, + 3082.800048828125, + 3068.0, + 3073.300048828125, + 3057.199951171875, + 3063.099853515625, + 3099.800048828125, + 3161.800048828125, + 3119.39990234375, + 3094.39990234375, + 3099.199951171875, + 3157.199951171875, + 3152.800048828125, + 3177.5, + 3107.599853515625, + 3068.5, + 3056.199951171875, + 3100.699951171875, + 3141.300048828125, + 3149.89990234375, + 3137.5, + 3126.0, + 3079.199951171875, + 3130.800048828125, + 3046.89990234375, + 3069.199951171875, + 2998.300048828125, + 3092.39990234375, + 3090.39990234375, + 3084.199951171875, + 3099.699951171875, + 3126.699951171875, + 3093.099853515625, + 3077.89990234375, + 3046.5, + 3107.89990234375, + 3175.599853515625, + 3161.099853515625, + 3099.699951171875, + 3100.39990234375, + 3093.89990234375, + 3084.39990234375, + 3090.699951171875, + 3080.699951171875, + 3177.0, + 3161.0, + 3150.0, + 3130.300048828125, + 3189.300048828125, + 3174.099853515625, + 3134.5, + 3175.39990234375, + 3171.39990234375, + 3142.599853515625, + 3083.0, + 3020.5, + 3028.89990234375, + 3010.300048828125, + 3020.5, + 3018.89990234375, + 3080.89990234375, + 3065.39990234375, + 3117.39990234375, + 3115.800048828125, + 3088.800048828125, + 3014.39990234375, + 3029.300048828125, + 3098.800048828125, + 3084.0, + 3138.5, + 3122.89990234375, + 3105.39990234375, + 3072.39990234375, + 3014.699951171875, + 3031.699951171875, + 3103.699951171875, + 3153.199951171875, + 3071.199951171875, + 3043.89990234375, + 3015.39990234375, + 3083.300048828125, + 3133.300048828125, + 3197.800048828125, + 3142.5, + 3071.300048828125, + 3095.300048828125, + 3091.89990234375, + 3013.599853515625, + 2964.39990234375, + 2998.0, + 3041.599853515625, + 3130.599853515625, + 3090.099853515625, + 3079.199951171875, + 3108.199951171875, + 3097.699951171875, + 3068.0, + 3053.5, + 3127.699951171875, + 3148.699951171875, + 3144.89990234375, + 3056.89990234375, + 3064.39990234375, + 3130.199951171875, + 3129.699951171875, + 3147.199951171875, + 3137.5, + 3107.89990234375, + 3026.599853515625, + 3065.300048828125, + 3104.39990234375, + 3103.199951171875, + 3082.199951171875, + 3058.699951171875, + 3062.199951171875, + 3057.199951171875, + 3064.199951171875, + 3086.199951171875, + 3080.39990234375, + 3096.89990234375, + 3096.099853515625, + 3042.599853515625, + 3046.199951171875, + 3101.699951171875, + 3096.300048828125, + 3126.699951171875, + 3165.800048828125, + 3215.39990234375, + 3205.39990234375, + 3160.39990234375, + 3142.699951171875, + 3191.699951171875, + 3204.699951171875, + 3186.199951171875, + 3161.699951171875, + 3186.199951171875, + 3145.699951171875, + 3108.5, + 3152.5, + 3138.5, + 3157.699951171875, + 3132.89990234375, + 3120.5, + 3151.5, + 3178.300048828125, + 3181.199951171875, + 3184.89990234375, + 3157.39990234375, + 3152.39990234375, + 3101.300048828125, + 3039.300048828125, + 3089.599853515625, + 3161.699951171875, + 3153.199951171875, + 3158.199951171875, + 3150.199951171875, + 3167.699951171875, + 3152.699951171875, + 3179.699951171875, + 3203.699951171875, + 3203.699951171875, + 3214.39990234375, + 3215.199951171875, + 3200.199951171875, + 3196.5, + 3147.199951171875, + 3151.199951171875, + 3095.199951171875, + 3062.199951171875, + 3082.699951171875, + 3124.199951171875, + 3168.800048828125, + 3134.5, + 3143.199951171875, + 3146.5, + 3142.699951171875, + 3132.89990234375, + 3133.89990234375, + 3152.699951171875, + 3176.199951171875, + 3177.199951171875, + 3167.699951171875, + 3185.199951171875, + 3156.699951171875, + 3094.199951171875, + 3148.199951171875, + 3146.699951171875, + 3114.699951171875, + 3114.699951171875, + 3104.599853515625, + 3148.099853515625, + 3162.199951171875, + 3142.699951171875, + 3182.699951171875, + 3197.699951171875, + 3231.199951171875, + 3233.199951171875, + 3209.599853515625, + 3224.099853515625, + 3214.199951171875, + 3191.699951171875, + 3179.199951171875, + 3186.699951171875, + 3173.699951171875, + 3179.199951171875, + 3183.199951171875, + 3182.0, + 3204.5, + 3175.5, + 3170.89990234375, + 3175.39990234375, + 3195.89990234375, + 3175.199951171875, + 3178.199951171875, + 3191.199951171875, + 3243.599853515625, + 3191.099853515625, + 3203.099853515625, + 3166.199951171875, + 3179.199951171875, + 3198.199951171875, + 3171.0, + 3182.599853515625, + 3162.599853515625, + 3147.5, + 3177.699951171875, + 3174.699951171875, + 3198.39990234375, + 3199.89990234375, + 3207.39990234375, + 3182.599853515625, + 3142.89990234375, + 3116.5, + 3138.5, + 3175.699951171875, + 3187.89990234375, + 3169.89990234375, + 3116.699951171875, + 3145.699951171875, + 3139.199951171875, + 3152.699951171875, + 3145.699951171875, + 3158.199951171875, + 3174.199951171875, + 3179.199951171875, + 3169.199951171875, + 3175.199951171875, + 3223.199951171875, + 3243.199951171875, + 3227.199951171875, + 3164.199951171875, + 3119.199951171875, + 3147.199951171875, + 3191.199951171875, + 3177.300048828125, + 3167.800048828125, + 3154.199951171875, + 3172.699951171875, + 3169.800048828125, + 3157.0, + 3175.39990234375, + 3161.39990234375, + 3140.699951171875, + 3140.699951171875, + 3116.199951171875, + 3138.199951171875, + 3172.199951171875, + 3172.800048828125, + 3148.300048828125, + 3120.199951171875, + 3137.199951171875, + 3126.199951171875, + 3129.699951171875, + 3075.699951171875, + 3074.199951171875, + 3091.199951171875, + 3144.199951171875, + 3176.699951171875, + 3152.699951171875, + 3171.199951171875, + 3188.199951171875, + 3159.199951171875, + 3144.699951171875, + 3130.199951171875, + 3144.199951171875, + 3161.199951171875, + 3161.199951171875, + 3160.699951171875, + 3169.199951171875, + 3191.699951171875, + 3177.699951171875, + 3146.199951171875, + 3156.699951171875, + 3193.199951171875, + 3216.699951171875, + 3217.699951171875, + 3180.199951171875, + 3163.800048828125, + 3132.300048828125, + 3145.199951171875, + 3175.199951171875, + 3192.199951171875, + 3198.0, + 3195.5, + 3221.699951171875, + 3185.199951171875, + 3139.199951171875, + 3149.699951171875, + 3197.199951171875, + 3216.199951171875, + 3143.199951171875, + 3142.199951171875, + 3128.199951171875, + 3141.199951171875, + 3148.199951171875, + 3176.699951171875, + 3152.699951171875, + 3149.199951171875, + 3158.699951171875, + 3171.699951171875, + 3200.199951171875, + 3179.199951171875, + 3183.199951171875, + 3180.699951171875, + 3194.199951171875, + 3198.199951171875, + 3198.699951171875, + 3189.699951171875, + 3158.699951171875, + 3140.199951171875, + 3176.699951171875, + 3204.199951171875, + 3152.699951171875, + 3133.699951171875, + 3122.199951171875, + 3160.199951171875, + 3138.199951171875, + 3118.199951171875, + 3138.199951171875, + 3162.199951171875, + 3198.699951171875, + 3170.699951171875, + 3200.699951171875, + 3206.199951171875, + 3220.199951171875, + 3171.199951171875, + 3144.199951171875, + 3140.699951171875, + 3143.199951171875, + 3125.699951171875, + 3130.699951171875, + 3135.699951171875, + 3153.699951171875, + 3165.199951171875, + 3137.699951171875, + 3156.699951171875, + 3157.699951171875, + 3158.199951171875, + 3139.699951171875, + 3184.199951171875, + 3190.199951171875, + 3161.599853515625, + 3141.599853515625, + 3163.099853515625, + 3170.5, + 3138.0, + 3149.199951171875, + 3157.199951171875, + 3169.099853515625, + 3141.599853515625, + 3161.099853515625, + 3177.699951171875, + 3160.699951171875, + 3143.699951171875, + 3121.699951171875, + 3098.199951171875, + 3130.699951171875, + 3142.199951171875, + 3105.699951171875, + 3105.699951171875, + 3145.199951171875, + 3136.699951171875, + 3131.199951171875, + 3127.699951171875, + 3118.699951171875, + 3147.199951171875, + 3150.199951171875, + 3129.199951171875, + 3122.199951171875, + 3149.199951171875, + 3174.199951171875, + 3176.199951171875, + 3153.199951171875, + 3141.699951171875, + 3115.699951171875, + 3102.699951171875, + 3151.699951171875, + 3127.199951171875, + 3148.699951171875, + 3165.199951171875, + 3152.699951171875, + 3145.199951171875, + 3154.699951171875, + 3127.699951171875, + 3144.199951171875, + 3171.199951171875, + 3136.199951171875, + 3118.199951171875, + 3141.599853515625, + 3146.099853515625, + 3154.199951171875, + 3161.699951171875, + 3162.199951171875, + 3167.199951171875, + 3138.89990234375, + 3161.39990234375, + 3137.199951171875, + 3142.199951171875, + 3134.699951171875, + 3125.199951171875, + 3150.199951171875, + 3153.699951171875, + 3167.699951171875, + 3160.199951171875, + 3161.699951171875, + 3163.699951171875, + 3180.699951171875, + 3183.699951171875, + 3207.199951171875, + 3192.199951171875, + 3154.099853515625, + 3145.599853515625, + 3166.699951171875, + 3164.699951171875, + 3152.199951171875, + 3176.199951171875, + 3165.199951171875, + 3151.199951171875, + 3150.699951171875, + 3187.699951171875, + 3164.699951171875, + 3120.699951171875, + 3127.199951171875, + 3100.699951171875, + 3104.699951171875, + 3134.699951171875, + 3154.199951171875, + 3150.199951171875, + 3156.199951171875, + 3168.699951171875, + 3151.099853515625, + 3127.099853515625, + 3145.699951171875, + 3154.199951171875, + 3146.699951171875, + 3140.699951171875, + 3167.199951171875, + 3175.199951171875, + 3166.699951171875, + 3142.699951171875, + 3143.699951171875, + 3131.199951171875, + 3146.199951171875, + 3148.199951171875, + 3155.199951171875, + 3155.199951171875, + 3142.199951171875, + 3153.699951171875, + 3154.699951171875, + 3165.199951171875, + 3192.199951171875, + 3193.699951171875, + 3179.199951171875, + 3182.199951171875, + 3173.199951171875, + 3183.199951171875, + 3164.699951171875, + 3153.199951171875, + 3147.699951171875, + 3167.199951171875, + 3162.199951171875, + 3163.699951171875, + 3169.199951171875, + 3142.699951171875, + 3138.199951171875, + 3129.699951171875, + 3138.699951171875, + 3136.599853515625, + 3116.89990234375, + 3135.5, + 3137.199951171875, + 3134.699951171875, + 3129.199951171875, + 3154.699951171875, + 3136.300048828125, + 3144.800048828125, + 3123.699951171875, + 3135.199951171875, + 3176.199951171875, + 3159.199951171875, + 3148.699951171875, + 3128.699951171875, + 3133.699951171875, + 3138.199951171875, + 3155.699951171875, + 3147.699951171875, + 3148.699951171875, + 3129.699951171875, + 3136.199951171875, + 3157.699951171875, + 3117.199951171875, + 3122.199951171875, + 3142.199951171875, + 3136.199951171875, + 3149.699951171875, + 3160.199951171875, + 3140.699951171875, + 3132.699951171875, + 3122.699951171875, + 3118.699951171875, + 3160.599853515625, + 3175.099853515625, + 3163.199951171875, + 3166.699951171875, + 3154.199951171875, + 3121.699951171875, + 3135.199951171875, + 3117.699951171875, + 3149.699951171875, + 3164.199951171875, + 3160.199951171875, + 3143.699951171875, + 3125.199951171875, + 3116.699951171875, + 3139.699951171875, + 3151.199951171875, + 3130.199951171875, + 3132.699951171875, + 3137.699951171875, + 3154.699951171875, + 3132.199951171875, + 3122.699951171875, + 3126.699951171875, + 3107.699951171875, + 3108.699951171875, + 3126.199951171875, + 3140.699951171875, + 3140.199951171875, + 3159.699951171875, + 3160.699951171875, + 3139.199951171875, + 3149.699951171875, + 3139.199951171875, + 3131.199951171875, + 3122.199951171875, + 3150.199951171875, + 3116.199951171875, + 3135.199951171875, + 3164.699951171875, + 3141.199951171875, + 3145.699951171875, + 3162.699951171875, + 3132.699951171875, + 3131.199951171875, + 3115.699951171875, + 3123.699951171875, + 3147.699951171875, + 3134.699951171875, + 3141.699951171875, + 3123.699951171875, + 3131.699951171875, + 3136.699951171875, + 3125.199951171875, + 3118.199951171875, + 3132.699951171875, + 3133.199951171875, + 3154.199951171875, + 3153.199951171875, + 3141.699951171875, + 3152.199951171875, + 3149.199951171875, + 3136.199951171875, + 3123.699951171875, + 3130.199951171875, + 3135.699951171875, + 3142.699951171875, + 3140.199951171875, + 3146.699951171875, + 3145.199951171875, + 3146.699951171875, + 3140.199951171875, + 3169.699951171875, + 3163.199951171875, + 3148.699951171875, + 3141.199951171875, + 3143.699951171875, + 3150.199951171875, + 3136.199951171875, + 3151.199951171875, + 3124.199951171875, + 3127.199951171875, + 3132.699951171875, + 3129.199951171875, + 3124.699951171875, + 3111.199951171875, + 3129.199951171875, + 3142.199951171875, + 3143.199951171875, + 3114.199951171875, + 3140.199951171875, + 3143.199951171875, + 3177.699951171875, + 3178.199951171875, + 3176.199951171875, + 3159.199951171875, + 3152.199951171875, + 3137.699951171875, + 3150.699951171875, + 3145.699951171875, + 3127.199951171875, + 3112.199951171875, + 3137.699951171875, + 3142.699951171875, + 3131.199951171875, + 3126.699951171875, + 3122.699951171875, + 3124.199951171875, + 3145.199951171875, + 3137.199951171875, + 3125.199951171875, + 3137.199951171875, + 3151.699951171875, + 3155.699951171875, + 3139.699951171875, + 3134.699951171875, + 3134.199951171875, + 3139.699951171875, + 3156.699951171875, + 3154.199951171875, + 3119.199951171875, + 3132.699951171875, + 3159.699951171875, + 3143.699951171875, + 3125.699951171875, + 3143.199951171875, + 3158.699951171875, + 3157.199951171875, + 3165.199951171875, + 3164.699951171875, + 3128.199951171875, + 3139.699951171875, + 3116.699951171875, + 3118.699951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 7.734082464594394e-05, + 6.071437383070588e-05, + 5.334457819117233e-05, + 5.007124855183065e-05, + 4.6617278712801635e-05, + 4.287892079446465e-05, + 3.9038270188029855e-05, + 3.520486643537879e-05, + 3.2392610592069104e-05, + 3.083053888985887e-05, + 2.951084024971351e-05, + 2.892580050684046e-05, + 2.9250884836073965e-05, + 3.040758747374639e-05, + 3.2715593988541514e-05, + 3.50367663486395e-05, + 3.674099571071565e-05, + 3.787790046771988e-05, + 3.9475897210650146e-05, + 3.808753172052093e-05, + 3.518210360198282e-05, + 3.137500971206464e-05, + 2.8500391636043787e-05, + 2.646335087774787e-05, + 2.4912926164688542e-05, + 2.3490538296755403e-05, + 2.1672733055311255e-05, + 1.9779608919634484e-05, + 1.7912223484017886e-05, + 1.6417650840594433e-05, + 1.5035985597933177e-05, + 1.3421588846540544e-05, + 1.1956906746490858e-05, + 1.0594412742648274e-05, + 9.475345905229915e-06, + 8.455554052488878e-06, + 7.5746879701910075e-06, + 6.896309969306458e-06, + 6.366060915752314e-06, + 5.942831194261089e-06, + 5.577160663960967e-06, + 5.253791186987655e-06, + 4.918242211715551e-06, + 4.632029686035821e-06, + 4.363061634649057e-06, + 4.132418325752951e-06, + 3.935094355256297e-06, + 3.75514946426847e-06, + 3.600277068471769e-06, + 3.455520527495537e-06, + 3.326957994431723e-06, + 3.2114810437633423e-06, + 3.107656311840401e-06, + 3.0162223083607387e-06, + 2.9308964712981833e-06, + 2.8549677608680213e-06, + 2.785968945318018e-06, + 2.7228404633206083e-06, + 2.6659288323571673e-06, + 2.6137449822272174e-06, + 2.5646354515629355e-06, + 2.5191163786075776e-06, + 2.4745677364990115e-06, + 2.4322259832842974e-06, + 2.391992893535644e-06, + 2.3535872060165275e-06, + 2.317768348802929e-06, + 2.2841418285679538e-06, + 2.2521171558764763e-06, + 2.222579496446997e-06, + 2.19447429117281e-06, + 2.1675334664905677e-06, + 2.1420296434371267e-06, + 2.1173034383537015e-06, + 2.0934760414093034e-06, + 2.0704217149614124e-06, + 2.048329179160646e-06, + 2.0271418179618195e-06, + 2.0065169792360393e-06, + 1.9860635802615434e-06, + 1.966777972484124e-06, + 1.947831151483115e-06, + 1.9296962818771135e-06, + 1.9125202470604563e-06, + 1.8949433524539927e-06, + 1.877569843600213e-06, + 1.8611358427733649e-06, + 1.8450009520165622e-06, + 1.829358780014445e-06, + 1.8140517568099312e-06, + 1.7986290004046168e-06, + 1.7834186110121664e-06, + 1.768758238540613e-06, + 1.7546192339068512e-06, + 1.7410363852832234e-06, + 1.7277965298490017e-06, + 1.7147683593066176e-06, + 1.701691871858202e-06, + 1.6886025377971237e-06, + 1.6759819345679716e-06, + 1.6637611679470865e-06, + 1.651873390073888e-06, + 1.6405296037191874e-06, + 1.6291719475702848e-06, + 1.6180476904992247e-06, + 1.607067815712071e-06, + 1.5960691825966933e-06, + 1.5852676824579248e-06, + 1.5742606365165557e-06, + 1.5632301710866159e-06, + 1.552547246319591e-06, + 1.5418228258567979e-06, + 1.5315063137677498e-06, + 1.5213921642498462e-06, + 1.5114687812456395e-06, + 1.5019611510069808e-06, + 1.4928343716746895e-06, + 1.484056383560528e-06, + 1.4754567700947518e-06, + 1.4667971299786586e-06, + 1.458022893530142e-06, + 1.4494498827843927e-06, + 1.4411212987397448e-06, + 1.4332001683214912e-06, + 1.425505502083979e-06, + 1.417788780599949e-06, + 1.4101151464274153e-06, + 1.402264160788036e-06, + 1.394423634337727e-06, + 1.3868460655430681e-06, + 1.379524633193796e-06, + 1.3724257996727829e-06, + 1.3651430208483362e-06, + 1.357810219815292e-06, + 1.350653292320203e-06, + 1.3435769687930588e-06, + 1.3369192402024055e-06, + 1.3300799537319108e-06, + 1.3233744766694144e-06, + 1.3167240240363753e-06, + 1.3101338254273287e-06, + 1.3038256838626694e-06, + 1.2974637684237678e-06, + 1.2910850273328833e-06, + 1.2847657444581273e-06, + 1.2783741567545803e-06, + 1.271946757697151e-06, + 1.2657069419219624e-06, + 1.259631176253606e-06, + 1.25359531466529e-06, + 1.2477396467147628e-06, + 1.2419578752087546e-06, + 1.236179514307878e-06, + 1.2306184089538874e-06, + 1.2252024816916673e-06, + 1.2199662933198852e-06, + 1.2147955885666306e-06, + 1.2095973715986474e-06, + 1.2044404229527572e-06, + 1.1990725852228934e-06, + 1.1938317356907646e-06, + 1.1886174888786627e-06, + 1.18344519250968e-06, + 1.178370666821138e-06, + 1.173405962617835e-06, + 1.1685228855640162e-06, + 1.1636568615358556e-06, + 1.1587817425606772e-06, + 1.153782022811356e-06, + 1.148889168689493e-06, + 1.143995177699253e-06, + 1.1392188525860547e-06, + 1.1344270660629263e-06, + 1.129776137531735e-06, + 1.1250575653320993e-06, + 1.1205241889911122e-06, + 1.1160819894939777e-06, + 1.1116034102087724e-06, + 1.1071413155150367e-06, + 1.1026364745703177e-06, + 1.0982920457536238e-06, + 1.0940136689896462e-06, + 1.089703346224269e-06, + 1.0854253105208045e-06, + 1.0811176025526947e-06, + 1.0769200571303372e-06, + 1.0729504538176116e-06, + 1.0690615681596682e-06, + 1.065156311597093e-06, + 1.0612254754960304e-06, + 1.0571710618023644e-06, + 1.0530031886446523e-06, + 1.0488445241207955e-06, + 1.0448542298036045e-06, + 1.0409155493107392e-06, + 1.0369825531597598e-06, + 1.033054672916478e-06, + 1.029043119160633e-06, + 1.0250796549371444e-06, + 1.021090724862006e-06, + 1.0172167321798042e-06, + 1.013382984638156e-06, + 1.0096226787936757e-06, + 1.0059160331366002e-06, + 1.002243493530841e-06, + 9.986318900701008e-07, + 9.94957190414425e-07, + 9.91298861663381e-07, + 9.876481499304646e-07, + 9.841227210927173e-07, + 9.805959280129173e-07, + 9.771139275471796e-07, + 9.73660121417197e-07, + 9.702986289994442e-07, + 9.670113740867237e-07, + 9.63742536441714e-07, + 9.604913202565513e-07, + 9.572577255312353e-07, + 9.540171959088184e-07, + 9.507573395239888e-07, + 9.474638318351936e-07, + 9.440874464416993e-07, + 9.40808661198389e-07, + 9.376595357935003e-07, + 9.345745297650865e-07, + 9.315166948908882e-07, + 9.284893280891993e-07, + 9.255149961973075e-07, + 9.225763619724603e-07, + 9.195798043037939e-07, + 9.16614112611569e-07, + 9.137078222920536e-07, + 9.108560448112257e-07, + 9.079711844606209e-07, + 9.050974085766939e-07, + 9.021583196044958e-07, + 8.992525408757501e-07, + 8.964381663645327e-07, + 8.936995072872378e-07, + 8.910528208616597e-07, + 8.884085787030926e-07, + 8.857442708176677e-07, + 8.830561455397401e-07, + 8.804110507298901e-07, + 8.778604865256057e-07, + 8.752792837185552e-07, + 8.726497640054731e-07, + 8.699342970430735e-07, + 8.672399189890712e-07, + 8.646007358947827e-07, + 8.620276616966294e-07, + 8.595080203122052e-07, + 8.569809324399102e-07, + 8.545081868760462e-07, + 8.520395908817591e-07, + 8.495755992043996e-07, + 8.4714804415853e-07, + 8.447003096989647e-07, + 8.422473456448643e-07, + 8.397829560635728e-07, + 8.373118021154369e-07, + 8.34896184187528e-07, + 8.325665135089366e-07, + 8.302943115268135e-07, + 8.279980079350935e-07, + 8.257020454038866e-07, + 8.23377774850087e-07, + 8.211005706471042e-07, + 8.188172273548844e-07, + 8.165375220414717e-07, + 8.142329193105979e-07, + 8.119420726870885e-07, + 8.096720307548821e-07, + 8.074753736764251e-07, + 8.053488613768423e-07, + 8.032625942178129e-07, + 8.011425620679802e-07, + 7.990489052644989e-07, + 7.969765078996716e-07, + 7.94946686255571e-07, + 7.928831564640859e-07, + 7.90759145274933e-07, + 7.886109756327642e-07, + 7.864360327403119e-07, + 7.843350999792165e-07, + 7.822560519343824e-07, + 7.802899517628248e-07, + 7.783397677485482e-07, + 7.764147085254081e-07, + 7.744781100882392e-07, + 7.724872261860583e-07, + 7.704702511546202e-07, + 7.684789125050884e-07, + 7.665219072805485e-07, + 7.646012250006606e-07, + 7.626501883351011e-07, + 7.606902272527805e-07, + 7.587192953906197e-07, + 7.56803444801335e-07, + 7.54932216295856e-07, + 7.53081451421167e-07, + 7.512596198466781e-07, + 7.494386409234721e-07, + 7.476284054064308e-07, + 7.458205573129817e-07, + 7.440430067617854e-07, + 7.422880230478768e-07, + 7.40564985335368e-07, + 7.388525204987673e-07, + 7.371277774836926e-07, + 7.353738169513235e-07, + 7.336228691201541e-07, + 7.318935786315706e-07, + 7.301960636141303e-07, + 7.285251513167168e-07, + 7.268734520948783e-07, + 7.252211844388512e-07, + 7.235857424348069e-07, + 7.219530289148679e-07, + 7.203656764431798e-07, + 7.187538813013816e-07, + 7.171016704887734e-07, + 7.154430363698339e-07, + 7.13796794116206e-07, + 7.121695944078965e-07, + 7.105453505573678e-07, + 7.089531095516577e-07, + 7.073763867992966e-07, + 7.058252435854229e-07, + 7.042417564662173e-07, + 7.026714570201875e-07, + 7.010966669440677e-07, + 6.995543344601174e-07, + 6.98052076586464e-07, + 6.966157002352702e-07, + 6.951676141397911e-07, + 6.937074772395135e-07, + 6.922419402144442e-07, + 6.908000500516209e-07, + 6.893862405377149e-07, + 6.879714078422694e-07, + 6.865573709546879e-07, + 6.851107627880992e-07, + 6.836233410467685e-07, + 6.821497890996397e-07, + 6.806992018937308e-07, + 6.792778890485351e-07, + 6.778610668334295e-07, + 6.764582280993636e-07, + 6.750601073690632e-07, + 6.736763111803157e-07, + 6.722967782479827e-07, + 6.709077524647e-07, + 6.694982630506274e-07, + 6.681148647658119e-07, + 6.667494290013565e-07, + 6.653887112406665e-07, + 6.640096330556844e-07, + 6.626394224440446e-07, + 6.612655170101789e-07, + 6.599286166419915e-07, + 6.586150220755371e-07, + 6.573130235665303e-07, + 6.559984626619553e-07, + 6.546733288814721e-07, + 6.533512078021886e-07, + 6.520407396237715e-07, + 6.507415264422889e-07, + 6.494678927992936e-07, + 6.481791388068814e-07, + 6.469309710155358e-07, + 6.456795631493151e-07, + 6.444626592383429e-07, + 6.432134114220389e-07, + 6.419708711291605e-07, + 6.407366299754358e-07, + 6.395020477611979e-07, + 6.382625201695191e-07, + 6.370420919665776e-07, + 6.358333166645025e-07, + 6.34642276509112e-07, + 6.334328759294294e-07, + 6.322028980321193e-07, + 6.30984402505419e-07, + 6.297951244960132e-07, + 6.286110760811425e-07, + 6.274348720580747e-07, + 6.26267592451768e-07, + 6.251032687032421e-07, + 6.239478693714773e-07, + 6.227617745935277e-07, + 6.215871053427691e-07, + 6.204219857863791e-07, + 6.192693717821385e-07, + 6.181004437166848e-07, + 6.169424295876524e-07, + 6.158040832815459e-07, + 6.14656073594233e-07, + 6.135147714303457e-07, + 6.123889306763886e-07, + 6.112892947385262e-07, + 6.102166025812039e-07, + 6.09145388352772e-07, + 6.080852017475991e-07, + 6.070259246371279e-07, + 6.059715929040976e-07, + 6.049001513019903e-07, + 6.038386572981835e-07, + 6.027636914041068e-07, + 6.016939551045652e-07, + 6.006380317558069e-07, + 5.996117806716939e-07, + 5.985847337797168e-07, + 5.975385874990025e-07, + 5.965017066955625e-07, + 5.954509560979204e-07, + 5.944098688814847e-07, + 5.93379013480444e-07, + 5.923633921156579e-07, + 5.913707923355105e-07, + 5.903766577830538e-07, + 5.893630259379279e-07, + 5.8833751381826e-07, + 5.873428676750336e-07, + 5.863610681444698e-07, + 5.853923426002439e-07, + 5.844057113790768e-07, + 5.834072567267867e-07, + 5.823924880132836e-07, + 5.813994334857853e-07, + 5.804328111480572e-07, + 5.794625508315221e-07, + 5.784972358924279e-07, + 5.775600016022508e-07, + 5.766416393271356e-07, + 5.757163989983383e-07, + 5.74781324758078e-07, + 5.738226036555716e-07, + 5.728801397708594e-07, + 5.719446107832482e-07, + 5.710040227313584e-07, + 5.700703127331508e-07, + 5.691492219739303e-07, + 5.682359756065125e-07, + 5.673040845977084e-07, + 5.663697493218933e-07, + 5.654402457366814e-07, + 5.645402438858582e-07, + 5.636415494336688e-07, + 5.627269388241984e-07, + 5.618161367237917e-07, + 5.609037998510757e-07, + 5.59997886284691e-07, + 5.59103966679686e-07, + 5.582367066381266e-07, + 5.573616022047645e-07, + 5.564787102230184e-07, + 5.555994562200794e-07, + 5.547294108509959e-07, + 5.538692562367942e-07, + 5.53011318515928e-07, + 5.521578714251518e-07, + 5.513056180461717e-07, + 5.504504656528297e-07, + 5.49600088106672e-07, + 5.487483463184617e-07, + 5.478999582919641e-07, + 5.470692485687323e-07, + 5.462405283651606e-07, + 5.453998142002092e-07, + 5.445637043521856e-07, + 5.437223649096268e-07, + 5.428738063528726e-07, + 5.420151865109801e-07, + 5.41162535228068e-07, + 5.403250042945729e-07, + 5.394952040660428e-07, + 5.386556267694687e-07, + 5.378157652558002e-07, + 5.369839186641912e-07, + 5.36161508080113e-07, + 5.353358005777409e-07, + 5.345235649656388e-07, + 5.33723891749105e-07, + 5.329158057065797e-07, + 5.321141998138046e-07, + 5.313106044013693e-07, + 5.305162744662084e-07, + 5.297277994031901e-07, + 5.289344358061498e-07, + 5.281371500132082e-07, + 5.273420242701832e-07, + 5.265489448902372e-07, + 5.257654152046598e-07, + 5.249859782452404e-07, + 5.242218890089134e-07, + 5.234755917626899e-07, + 5.227195742918411e-07, + 5.219485501584131e-07, + 5.211823008721694e-07, + 5.204175295148161e-07, + 5.196573624743905e-07, + 5.188957175050746e-07, + 5.181402684684144e-07, + 5.173810677661095e-07, + 5.166187406757672e-07, + 5.158591989129491e-07, + 5.150998276803875e-07, + 5.143429575582559e-07, + 5.135922265253612e-07, + 5.128450197844359e-07, + 5.12111910211388e-07, + 5.113803354106494e-07, + 5.106641651764221e-07, + 5.099579425404954e-07, + 5.092493893243955e-07, + 5.08533673837519e-07, + 5.078101708022587e-07, + 5.070968995823932e-07, + 5.063840831098787e-07, + 5.056729150965111e-07, + 5.049649303145998e-07, + 5.042615498496161e-07, + 5.035603294345492e-07, + 5.02857176343241e-07, + 5.021511242375709e-07, + 5.014472890252364e-07, + 5.007478307561541e-07, + 5.000468945581815e-07, + 4.993545417164569e-07, + 4.986780481885944e-07, + 4.979920618097822e-07, + 4.973085765413998e-07, + 4.966342999068729e-07, + 4.959621264788439e-07, + 4.952943299940671e-07, + 4.94619314395095e-07, + 4.939435598316777e-07, + 4.932740580443351e-07, + 4.92598246637499e-07, + 4.91921525735961e-07, + 4.9123997314382e-07, + 4.905602395410824e-07, + 4.898876682091213e-07, + 4.892143010692962e-07, + 4.885451971858856e-07, + 4.878830281995761e-07, + 4.872255203736131e-07, + 4.865685809818387e-07, + 4.859163595938298e-07, + 4.852651613873604e-07, + 4.846152137361059e-07, + 4.839675966650248e-07, + 4.833174784835137e-07, + 4.826753183806431e-07, + 4.820361141355534e-07, + 4.813979899154219e-07, + 4.807578193322115e-07, + 4.801237309948192e-07, + 4.794911205863173e-07, + 4.788578849002079e-07, + 4.782162932315259e-07, + 4.775870934281556e-07, + 4.769574957208533e-07, + 4.763370498039876e-07, + 4.757160354529333e-07, + 4.7509325895589427e-07, + 4.7447767315134115e-07, + 4.738617747079843e-07, + 4.7325158902822295e-07, + 4.7264620661735535e-07, + 4.7203681674545805e-07, + 4.714298995622812e-07, + 4.7082033916012733e-07, + 4.7021234195199213e-07, + 4.6960482791291724e-07, + 4.6900385086701135e-07, + 4.684121677200892e-07, + 4.678271920965926e-07, + 4.6723980062779447e-07, + 4.666472648295894e-07, + 4.660542174406146e-07, + 4.654663428027561e-07, + 4.648899505355075e-07, + 4.6430994871116127e-07, + 4.637328174794675e-07, + 4.631549188616191e-07, + 4.6258000452326087e-07, + 4.6200452175071405e-07, + 4.6142784526637115e-07, + 4.608519361681829e-07, + 4.6027952294025454e-07, + 4.5970773498993367e-07, + 4.591290121425118e-07, + 4.585484987273958e-07, + 4.5797253278578864e-07, + 4.5740949872197234e-07, + 4.568560427742341e-07, + 4.5629923306478304e-07, + 4.55736284266095e-07, + 4.551774566152744e-07, + 4.546218974610383e-07, + 4.5407028892441303e-07, + 4.535170603503502e-07, + 4.529659634044947e-07, + 4.524186465459934e-07, + 4.5186968122834514e-07, + 4.513247233717266e-07, + 4.5078485300109605e-07, + 4.5024651740277477e-07, + 4.49713894568049e-07, + 4.4917896957485937e-07, + 4.4863978132525517e-07, + 4.4810204258283193e-07, + 4.4756998818229476e-07, + 4.47044101292704e-07, + 4.4651682173935114e-07, + 4.459928391042922e-07, + 4.454697091205162e-07, + 4.4495700990410114e-07, + 4.444459307251236e-07, + 4.4393343046067457e-07, + 4.434135973951925e-07, + 4.4288978529039014e-07, + 4.4237137331037957e-07, + 4.418513697146409e-07, + 4.413300587202684e-07, + 4.408148868151329e-07, + 4.4030349499735166e-07, + 4.3979588326692465e-07, + 4.3928736204179586e-07, + 4.3877753341803327e-07, + 4.382690406146139e-07, + 4.3776202574008494e-07, + 4.372550392872654e-07, + 4.367458643628197e-07, + 4.3624027057376225e-07, + 4.3574107166932663e-07, + 4.352415601260873e-07, + 4.3473767163959565e-07, + 4.342314525729307e-07, + 4.337264556397713e-07, + 4.3322873466422607e-07, + 4.327349074628728e-07, + 4.322473330375942e-07, + 4.3175901964787045e-07, + 4.312673524964339e-07, + 4.3077437794636353e-07, + 4.3028185814364406e-07, + 4.297910436434904e-07, + 4.292975290809409e-07, + 4.2881094941549236e-07, + 4.283326404674881e-07, + 4.278540188806801e-07, + 4.2736945715660113e-07, + 4.2688330381679407e-07, + 4.2640945707717037e-07, + 4.2593700300130877e-07, + 4.254678458437411e-07, + 4.2499797814343765e-07, + 4.245283093951002e-07, + 4.2405559952385374e-07, + 4.2358766449979157e-07, + 4.231214916217141e-07, + 4.2265509136996116e-07, + 4.221880089971819e-07, + 4.21717913923203e-07, + 4.21252167370767e-07, + 4.207870460959384e-07, + 4.2032348801512853e-07, + 4.1985919096987345e-07, + 4.1939551920222584e-07, + 4.18932955881246e-07, + 4.1847289367069607e-07, + 4.1801848738032277e-07, + 4.1756788959901314e-07, + 4.1711319909154554e-07, + 4.166557516782632e-07, + 4.162068023561005e-07, + 4.1576168996471097e-07, + 4.1531933447913616e-07, + 4.148727157371468e-07, + 4.144302749864437e-07, + 4.139917848533514e-07, + 4.135515609959839e-07, + 4.1310909182357136e-07, + 4.126626436118386e-07, + 4.1222122604267497e-07, + 4.117767389288929e-07, + 4.113326497190428e-07, + 4.108877362796193e-07, + 4.1045069565370795e-07, + 4.1001845829669037e-07, + 4.0958775571198203e-07, + 4.091577920917189e-07, + 4.087312674982968e-07, + 4.083050839653879e-07, + 4.078792699147016e-07, + 4.074520632002532e-07, + 4.070243164733256e-07, + 4.0660137301529176e-07, + 4.0617689478494867e-07, + 4.0575329762759793e-07, + 4.053306668083678e-07, + 4.0491153185939766e-07, + 4.0448750837640546e-07, + 4.0406374068879813e-07, + 4.0364477627008455e-07, + 4.032294782518875e-07, + 4.028123612442869e-07, + 4.023952726583957e-07, + 4.019834705104586e-07, + 4.015711567717517e-07, + 4.0115878618962597e-07, + 4.0074587559502106e-07, + 4.00337512473925e-07, + 3.9992761458051973e-07, + 3.995165513970278e-07, + 3.9910864302328264e-07, + 3.987039178809937e-07, + 3.9830294440434955e-07, + 3.9790594996702566e-07, + 3.975057154548267e-07, + 3.971049409301486e-07, + 3.967097370605188e-07, + 3.9631547110730025e-07, + 3.959171124279237e-07, + 3.9552077168991673e-07, + 3.9512602256763785e-07, + 3.947326376874116e-07, + 3.943412991702644e-07, + 3.9394731743414013e-07, + 3.935538472887856e-07, + 3.931639298571099e-07, + 3.927757745714189e-07, + 3.9238517501871684e-07, + 3.9199238699438865e-07, + 3.916002810910868e-07, + 3.9121192685342976e-07, + 3.9082584635252715e-07, + 3.9044388699949195e-07, + 3.9006434349175834e-07, + 3.8967968407632725e-07, + 3.892988900133787e-07, + 3.889163622261549e-07, + 3.885327259922633e-07, + 3.8815147718196386e-07, + 3.877719905176491e-07, + 3.8739224805794947e-07, + 3.870165699026984e-07, + 3.8663981172248896e-07, + 3.8626066611868737e-07, + 3.8588655115745496e-07, + 3.8551542047571274e-07, + 3.851423855394387e-07, + 3.847696632419684e-07, + 3.8439677041424147e-07, + 3.8402387758651457e-07, + 3.836517521449423e-07, + 3.8327985407704546e-07, + 3.8291210557872546e-07, + 3.8254256651271135e-07, + 3.821766654255043e-07, + 3.818110201336822e-07, + 3.814470517227164e-07, + 3.810849875662825e-07, + 3.8072084862506017e-07, + 3.8035710758776986e-07, + 3.799925707426155e-07, + 3.7962971077831753e-07, + 3.7926747609162703e-07, + 3.7890583826083457e-07, + 3.7854303513995546e-07, + 3.781807151881367e-07, + 3.778165478252049e-07, + 3.77454881572703e-07, + 3.7709838807131746e-07, + 3.7674362829420716e-07, + 3.763872200579499e-07, + 3.760318065815227e-07, + 3.7567860999843106e-07, + 3.753235091608076e-07, + 3.7497039784284425e-07, + 3.746196171050542e-07, + 3.7426966059683764e-07, + 3.739163787486177e-07, + 3.735663938186917e-07, + 3.7322203638723295e-07, + 3.7287767895577417e-07, + 3.725369879248319e-07, + 3.7219658111098397e-07, + 3.718536163432873e-07, + 3.715092589118285e-07, + 3.711660667704564e-07, + 3.7082295989421254e-07, + 3.7047922774036124e-07, + 3.701381672271964e-07, + 3.698004320540349e-07, + 3.694613894822396e-07, + 3.6912217638018774e-07, + 3.687844696287357e-07, + 3.684481271193363e-07, + 3.681096529817296e-07, + 3.677710651572852e-07, + 3.6743412579198775e-07, + 3.671004265015654e-07, + 3.667673524887505e-07, + 3.664362679955957e-07, + 3.661043024294486e-07, + 3.657728484540712e-07, + 3.6544130921356555e-07, + 3.6511048051579564e-07, + 3.6478169818110473e-07, + 3.644524326773535e-07, + 3.641237356077909e-07, + 3.6379464063429623e-07, + 3.6346344245430373e-07, + 3.631327842867904e-07, + 3.6280431459090323e-07, + 3.624762427989481e-07, + 3.6214979104443046e-07, + 3.6182299822939967e-07, + 3.6149879178992705e-07, + 3.61176404339858e-07, + 3.6085526744500385e-07, + 3.605327947298065e-07, + 3.6021148730469577e-07, + 3.598907198920642e-07, + 3.59570037744561e-07, + 3.592527093587705e-07, + 3.5893648941964784e-07, + 3.5862174740941555e-07, + 3.583067496037984e-07, + 3.5799263287117356e-07, + 3.5768107409239747e-07, + 3.573683216018253e-07, + 3.57056023858604e-07, + 3.567446071883751e-07, + 3.564343558082328e-07, + 3.5612220017355867e-07, + 3.55812517227605e-07, + 3.555026353296853e-07, + 3.551953966507426e-07, + 3.5488770322444907e-07, + 3.5457657077131444e-07, + 3.542677688983531e-07, + 3.539605870628293e-07, + 3.5365599160286365e-07, + 3.533514814080263e-07, + 3.5304717016515497e-07, + 3.5274175047561585e-07, + 3.524377234498388e-07, + 3.5213423643654096e-07, + 3.5183313684683526e-07, + 3.5153203725712956e-07, + 3.512294597385335e-07, + 3.509313728500274e-07, + 3.506333712266496e-07, + 3.5033406220463803e-07, + 3.500359184727131e-07, + 3.497370641980524e-07, + 3.494378404411691e-07, + 3.491410325295874e-07, + 3.488455604383489e-07, + 3.4855159469771024e-07, + 3.482585952951922e-07, + 3.479622421309614e-07, + 3.4766515000228537e-07, + 3.473697063327563e-07, + 3.470745468803216e-07, + 3.467811211521621e-07, + 3.464912481376814e-07, + 3.462007214238838e-07, + 3.4591235476000293e-07, + 3.456216006725299e-07, + 3.4533007919890224e-07, + 3.450394956416858e-07, + 3.4475095844754833e-07, + 3.4446472341187473e-07, + 3.441797673531255e-07, + 3.43893276522067e-07, + 3.4360630252194824e-07, + 3.4332177278884046e-07, + 3.4303758411624585e-07, + 3.4275348070877953e-07, + 3.4246838254148315e-07, + 3.4218587074974494e-07, + 3.419047232000594e-07, + 3.4162377460233984e-07, + 3.4134504289795586e-07, + 3.410667659409228e-07, + 3.4078740895893134e-07, + 3.405073130124947e-07, + 3.402277855002467e-07, + 3.399470642762026e-07, + 3.3966679779950937e-07, + 3.3938897558982717e-07, + 3.391107270545035e-07, + 3.3883395644807024e-07, + 3.3855840797514247e-07, + 3.382841384791391e-07, + 3.3800796472860384e-07, + 3.377352584266191e-07, + 3.3746138683454774e-07, + 3.371854688793974e-07, + 3.369121372998052e-07, + 3.366388909853413e-07, + 3.3636470675446617e-07, + 3.360936489116284e-07, + 3.358232163463981e-07, + 3.355546311922808e-07, + 3.3528581866448803e-07, + 3.3501547136438603e-07, + 3.3474674410172156e-07, + 3.3447790315221937e-07, + 3.3421108014408674e-07, + 3.339440581839881e-07, + 3.3367712148901774e-07, + 3.3341166272293776e-07, + 3.3314728398181614e-07, + 3.328821378545399e-07, + 3.3261744647461455e-07, + 3.3235147611776483e-07, + 3.320860741951037e-07, + 3.31822150201333e-07, + 3.315577998819208e-07, + 3.3129421694866323e-07, + 3.3103219720942434e-07, + 3.3077168382078526e-07, + 3.305111135887273e-07, + 3.3025054335666937e-07, + 3.2998988785948313e-07, + 3.297298860616138e-07, + 3.2946985584203503e-07, + 3.2921039405664487e-07, + 3.289513017534773e-07, + 3.286932042101398e-07, + 3.284331455688516e-07, + 3.281741101091029e-07, + 3.279167231085012e-07, + 3.276604161328578e-07, + 3.274043649525993e-07, + 3.271482569289219e-07, + 3.2689374052097264e-07, + 3.2663845672686875e-07, + 3.263858161517419e-07, + 3.2613337452858104e-07, + 3.258809613271296e-07, + 3.2562925866841397e-07, + 3.2537835181756236e-07, + 3.2512900816072943e-07, + 3.24878641322357e-07, + 3.2462770604979596e-07, + 3.243771118377481e-07, + 3.2412927453151497e-07, + 3.238798171878443e-07, + 3.2363055879613967e-07, + 3.2337899824597116e-07, + 3.231278640214441e-07, + 3.2287735507452453e-07, + 3.2262860827358963e-07, + 3.2238088465419423e-07, + 3.221347242288175e-07, + 3.2188796694754274e-07, + 3.2164203389584145e-07, + 3.2139797667696257e-07, + 3.211555394955212e-07, + 3.209115106983518e-07, + 3.206675387446012e-07, + 3.204248741894844e-07, + 3.2018297702052223e-07, + 3.1994181881600525e-07, + 3.197009448285826e-07, + 3.1945887712936383e-07, + 3.19217861033394e-07, + 3.189781807577674e-07, + 3.1873798889137106e-07, + 3.1849708648223896e-07, + 3.18256326181654e-07, + 3.180171859185066e-07, + 3.1777886988493265e-07, + 3.1754098017700016e-07, + 3.1730306204735825e-07, + 3.1706431968814286e-07, + 3.168261457631161e-07, + 3.1659101296099834e-07, + 3.1635528330298257e-07, + 3.1611793360752927e-07, + 3.158822039495135e-07, + 3.15648208015773e-07, + 3.154133025873307e-07, + 3.151776581944432e-07, + 3.149425253923255e-07, + 3.1470719363824173e-07, + 3.1447228820979944e-07, + 3.142405091693945e-07, + 3.1400827538163867e-07, + 3.1377811637867126e-07, + 3.135482131710887e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.005845557898283005, + 0.004480374976992607, + 0.0038952305912971497, + 0.0036406696308404207, + 0.003375652013346553, + 0.003091613296419382, + 0.0028020585887134075, + 0.00251719169318676, + 0.0023089745081961155, + 0.002193714492022991, + 0.0020966357551515102, + 0.0020537173841148615, + 0.0020775082521140575, + 0.0021619873587042093, + 0.0023302659392356873, + 0.0024992728140205145, + 0.0026229850482195616, + 0.0027054529637098312, + 0.0028212901670485735, + 0.002720707794651389, + 0.00251033715903759, + 0.0022348370403051376, + 0.002026940928772092, + 0.0018797112861648202, + 0.001767857582308352, + 0.0016652951017022133, + 0.0015342909609898925, + 0.0013979340437799692, + 0.0012635093880817294, + 0.001155988429673016, + 0.001056654378771782, + 0.0009406671160832047, + 0.0008355139871127903, + 0.0007379374583251774, + 0.0006578558823093772, + 0.0005849406588822603, + 0.0005220181192271411, + 0.00047361053293570876, + 0.000435816211393103, + 0.0004056864127051085, + 0.00037968746619299054, + 0.0003567974781617522, + 0.00033307322883047163, + 0.0003128623648080975, + 0.00029389397241175175, + 0.00027765060076490045, + 0.00026377360336482525, + 0.0002511375059839338, + 0.0002402784739388153, + 0.00023014444741420448, + 0.0002211991377407685, + 0.00021317480423022062, + 0.00020596972899511456, + 0.0001996330393012613, + 0.00019372758106328547, + 0.00018847957835532725, + 0.00018371692567598075, + 0.00017936527729034424, + 0.00017546700837556273, + 0.00017189611389767379, + 0.00016853889974299818, + 0.00016543015954084694, + 0.0001623906136956066, + 0.00015950437227729708, + 0.00015676439215894789, + 0.00015415129018947482, + 0.00015171639097388834, + 0.00014944323629606515, + 0.00014727970119565725, + 0.0001452854194212705, + 0.00014338897017296404, + 0.00014157222176436335, + 0.0001398533786414191, + 0.0001381878973916173, + 0.00013658389798365533, + 0.00013503924128599465, + 0.00013355955888982862, + 0.00013214100908953696, + 0.00013076062896288931, + 0.00012939221051055938, + 0.00012810237240046263, + 0.00012683567183557898, + 0.00012562365736812353, + 0.00012447615154087543, + 0.00012330642493907362, + 0.00012215046444907784, + 0.00012105724454158917, + 0.00011998414265690371, + 0.00011894402268808335, + 0.00011792639998020604, + 0.00011690130486385897, + 0.00011589055065996945, + 0.00011491958139231429, + 0.0001139832311309874, + 0.00011308381363051012, + 0.0001122072062571533, + 0.00011134470696561038, + 0.00011047911539208144, + 0.00010961278894683346, + 0.00010877758904825896, + 0.00010796895367093384, + 0.0001071845690603368, + 0.00010643611312843859, + 0.0001056867913575843, + 0.00010495290189282969, + 0.00010422858031233773, + 0.00010350307275075465, + 0.00010279061098117381, + 0.00010206464503426105, + 0.00010133893374586478, + 0.00010063608351629227, + 9.993051207857206e-05, + 9.925180347636342e-05, + 9.858640987658873e-05, + 9.793358913157135e-05, + 9.73081259871833e-05, + 9.670775762060657e-05, + 9.613033762434497e-05, + 9.556587610859424e-05, + 9.499747102381662e-05, + 9.442154259886593e-05, + 9.385880548506975e-05, + 9.331212640972808e-05, + 9.279218647861853e-05, + 9.228712588082999e-05, + 9.178061009151861e-05, + 9.127693920163438e-05, + 9.076260175788775e-05, + 9.024893370224163e-05, + 8.975248783826828e-05, + 8.927282033255324e-05, + 8.880771201802418e-05, + 8.833055471768603e-05, + 8.785011596046388e-05, + 8.73812023201026e-05, + 8.691835682839155e-05, + 8.648287621326745e-05, + 8.603551395935938e-05, + 8.559689013054594e-05, + 8.516183879692107e-05, + 8.473073103232309e-05, + 8.431806054431945e-05, + 8.390186121687293e-05, + 8.348455594386905e-05, + 8.30717763165012e-05, + 8.265426004072651e-05, + 8.223438635468483e-05, + 8.18267508293502e-05, + 8.142981823766604e-05, + 8.103548316285014e-05, + 8.065290603553876e-05, + 8.027515286812559e-05, + 7.989814184838906e-05, + 7.953529711812735e-05, + 7.918190385680646e-05, + 7.884023216320202e-05, + 7.850281690480188e-05, + 7.81635899329558e-05, + 7.782704778946936e-05, + 7.747673953417689e-05, + 7.713469676673412e-05, + 7.679483678657562e-05, + 7.64576907386072e-05, + 7.612690387759358e-05, + 7.580324745504186e-05, + 7.548491703346372e-05, + 7.51676780055277e-05, + 7.484983507310972e-05, + 7.452385762007907e-05, + 7.420522160828114e-05, + 7.388649828499183e-05, + 7.357541471719742e-05, + 7.326331251533702e-05, + 7.296038529602811e-05, + 7.265302701853216e-05, + 7.23577177268453e-05, + 7.206833834061399e-05, + 7.177658699220046e-05, + 7.148621807573363e-05, + 7.119304791558534e-05, + 7.091031147865579e-05, + 7.063186058076099e-05, + 7.03513142070733e-05, + 7.00728633091785e-05, + 6.979246973060071e-05, + 6.951923569431528e-05, + 6.926109199412167e-05, + 6.900819425936788e-05, + 6.875422695884481e-05, + 6.849856436019763e-05, + 6.82348691043444e-05, + 6.796377419959754e-05, + 6.769326864741743e-05, + 6.743370613548905e-05, + 6.717749056406319e-05, + 6.692188617307693e-05, + 6.666660192422569e-05, + 6.640586798312142e-05, + 6.614824815187603e-05, + 6.588895485037938e-05, + 6.563712668139488e-05, + 6.538789602927864e-05, + 6.514344568131492e-05, + 6.49026915198192e-05, + 6.466413469752297e-05, + 6.442952872021124e-05, + 6.419081910280511e-05, + 6.395315722329542e-05, + 6.371597555698827e-05, + 6.348692841129377e-05, + 6.325777940219268e-05, + 6.303154077613726e-05, + 6.280731759034097e-05, + 6.258906796574593e-05, + 6.237563502509147e-05, + 6.216338806552812e-05, + 6.195226887939498e-05, + 6.174229929456487e-05, + 6.153185677248985e-05, + 6.132015550974756e-05, + 6.110644608270377e-05, + 6.088733425713144e-05, + 6.067455615266226e-05, + 6.047017814125866e-05, + 6.026995470165275e-05, + 6.007148476783186e-05, + 5.987498661852442e-05, + 5.968192272121087e-05, + 5.949116894043982e-05, + 5.929679537075572e-05, + 5.91044154134579e-05, + 5.8915888075716794e-05, + 5.873088593943976e-05, + 5.854372648173012e-05, + 5.8357283705845475e-05, + 5.816659177071415e-05, + 5.797805351903662e-05, + 5.77955725020729e-05, + 5.761799548054114e-05, + 5.744637383031659e-05, + 5.727490133722313e-05, + 5.710212644771673e-05, + 5.69277981412597e-05, + 5.67562528885901e-05, + 5.659083035425283e-05, + 5.6423414207529277e-05, + 5.625297853839584e-05, + 5.607695857179351e-05, + 5.5902302847243845e-05, + 5.5731215979903936e-05, + 5.556440737564117e-05, + 5.540105848922394e-05, + 5.523722211364657e-05, + 5.507690002559684e-05, + 5.4916843510000035e-05, + 5.47571835340932e-05, + 5.459988460643217e-05, + 5.444126873044297e-05, + 5.428230360848829e-05, + 5.4122596338856965e-05, + 5.396244159783237e-05, + 5.3805881179869175e-05, + 5.3654886869480833e-05, + 5.3507705160882324e-05, + 5.335895184543915e-05, + 5.321022035786882e-05, + 5.3059644415043294e-05, + 5.2912113460479304e-05, + 5.276417869026773e-05, + 5.261648038867861e-05, + 5.246715954854153e-05, + 5.2318722737254575e-05, + 5.217171928961761e-05, + 5.2029463404323906e-05, + 5.189174407860264e-05, + 5.175662590772845e-05, + 5.1619317673612386e-05, + 5.148371565155685e-05, + 5.1349485147511587e-05, + 5.1218004955444485e-05, + 5.1084407459711656e-05, + 5.0946895498782396e-05, + 5.080781193100847e-05, + 5.066698940936476e-05, + 5.0530958105809987e-05, + 5.0396338338032365e-05, + 5.026902363169938e-05, + 5.014273483539e-05, + 5.001806857762858e-05, + 4.989272201783024e-05, + 4.976386117050424e-05, + 4.963329774909653e-05, + 4.9504396884003654e-05, + 4.93777115480043e-05, + 4.925336907035671e-05, + 4.912705844617449e-05, + 4.900017302134074e-05, + 4.887263276032172e-05, + 4.874865771853365e-05, + 4.8627563955960795e-05, + 4.8507790779694915e-05, + 4.8389891162514687e-05, + 4.8272035201080143e-05, + 4.8154874093597755e-05, + 4.8037865781225264e-05, + 4.792281106347218e-05, + 4.780926974490285e-05, + 4.769779116031714e-05, + 4.758700015372597e-05, + 4.747540515381843e-05, + 4.73619184049312e-05, + 4.724862446892075e-05, + 4.713672387879342e-05, + 4.7026875108713284e-05, + 4.691880167229101e-05, + 4.681196514866315e-05, + 4.670508860726841e-05, + 4.659929982153699e-05, + 4.6493678382830694e-05, + 4.6390992793021724e-05, + 4.6286717406474054e-05, + 4.617982995114289e-05, + 4.6072524128248915e-05, + 4.5966058678459376e-05, + 4.586082650348544e-05, + 4.575577986543067e-05, + 4.565279959933832e-05, + 4.5550823415396735e-05, + 4.545049523585476e-05, + 4.53480715805199e-05, + 4.5246502850204706e-05, + 4.514468309935182e-05, + 4.5044958824291825e-05, + 4.4947824790142477e-05, + 4.485493991523981e-05, + 4.476130197872408e-05, + 4.4666885514743626e-05, + 4.457211252884008e-05, + 4.4478863856056705e-05, + 4.4387434172676876e-05, + 4.429597538546659e-05, + 4.420455661602318e-05, + 4.4111035094829276e-05, + 4.4014868763042614e-05, + 4.3919597374042496e-05, + 4.382581028039567e-05, + 4.373390765977092e-05, + 4.3642299715429544e-05, + 4.35516303696204e-05, + 4.346125933807343e-05, + 4.3371815991122276e-05, + 4.328264549258165e-05, + 4.319285653764382e-05, + 4.31017397204414e-05, + 4.301230364944786e-05, + 4.292403536965139e-05, + 4.283606540411711e-05, + 4.274693856132217e-05, + 4.265838651917875e-05, + 4.256959437043406e-05, + 4.2483188735786825e-05, + 4.239829286234453e-05, + 4.231413913657889e-05, + 4.222917414153926e-05, + 4.214351429254748e-05, + 4.2058083636220545e-05, + 4.1973409679485485e-05, + 4.188945604255423e-05, + 4.1807154048001394e-05, + 4.172387343714945e-05, + 4.164321217103861e-05, + 4.156233626417816e-05, + 4.1483694076305255e-05, + 4.140295641263947e-05, + 4.132268077228218e-05, + 4.124293627683073e-05, + 4.116316995350644e-05, + 4.108308348804712e-05, + 4.10042266594246e-05, + 4.092612289241515e-05, + 4.084916872670874e-05, + 4.0771017665974796e-05, + 4.0691535104997456e-05, + 4.061282379552722e-05, + 4.053599695907906e-05, + 4.045950117870234e-05, + 4.0383514715358615e-05, + 4.030810669064522e-05, + 4.0232880564872175e-05, + 4.0158229239750654e-05, + 4.0081598854158074e-05, + 4.000573244411498e-05, + 3.993047357653268e-05, + 3.985602597822435e-05, + 3.9780519728083163e-05, + 3.9705715607851744e-05, + 3.9632184780202806e-05, + 3.955802822019905e-05, + 3.948430094169453e-05, + 3.9411563193425536e-05, + 3.9340549847111106e-05, + 3.927127181668766e-05, + 3.9202092011692e-05, + 3.913362161256373e-05, + 3.906519850715995e-05, + 3.899709918187e-05, + 3.892789391102269e-05, + 3.8859328924445435e-05, + 3.878991992678493e-05, + 3.872083834721707e-05, + 3.865265171043575e-05, + 3.8586382288485765e-05, + 3.8520058296853676e-05, + 3.845249011646956e-05, + 3.8385525840567425e-05, + 3.831766662187874e-05, + 3.825042585958727e-05, + 3.8183869037311524e-05, + 3.811829083133489e-05, + 3.8054200558690354e-05, + 3.7990004784660414e-05, + 3.792455390794203e-05, + 3.7858335417695343e-05, + 3.779410690185614e-05, + 3.773070056922734e-05, + 3.7668160075554624e-05, + 3.7604462704621255e-05, + 3.75400013581384e-05, + 3.7474481359822676e-05, + 3.7410361983347684e-05, + 3.7347952456912026e-05, + 3.7285306461853907e-05, + 3.72229733329732e-05, + 3.7162459193496034e-05, + 3.710317469085567e-05, + 3.7043446354800835e-05, + 3.6983077734475955e-05, + 3.692118843900971e-05, + 3.68603432434611e-05, + 3.6799945519305766e-05, + 3.673922037705779e-05, + 3.6678935430245474e-05, + 3.6619479942601174e-05, + 3.656053377198987e-05, + 3.650038706837222e-05, + 3.6440073017729446e-05, + 3.638007183326408e-05, + 3.6321976949693635e-05, + 3.6263958463678136e-05, + 3.6204917705617845e-05, + 3.614612069213763e-05, + 3.608724000514485e-05, + 3.602877040975727e-05, + 3.59710720658768e-05, + 3.591509448597208e-05, + 3.5858607589034364e-05, + 3.580162228900008e-05, + 3.574486618163064e-05, + 3.5688710340764374e-05, + 3.563319842214696e-05, + 3.5577828384703025e-05, + 3.5522753023542464e-05, + 3.546775405993685e-05, + 3.541256592143327e-05, + 3.5357683373149484e-05, + 3.530270987539552e-05, + 3.524795101839118e-05, + 3.519433448673226e-05, + 3.514085983624682e-05, + 3.508660665829666e-05, + 3.503265179460868e-05, + 3.497836223687045e-05, + 3.49235997418873e-05, + 3.4868193324655294e-05, + 3.4813165257219225e-05, + 3.4759112168103456e-05, + 3.470557203399949e-05, + 3.4651398891583085e-05, + 3.4597211197251454e-05, + 3.4543532819952816e-05, + 3.449046562309377e-05, + 3.4437183785485104e-05, + 3.4384771424811333e-05, + 3.433316669543274e-05, + 3.4281019907211885e-05, + 3.422930240049027e-05, + 3.4177457564510405e-05, + 3.412620208109729e-05, + 3.4075335861416534e-05, + 3.402414222364314e-05, + 3.397270120331086e-05, + 3.3921398426173255e-05, + 3.387021934031509e-05, + 3.3819676900748163e-05, + 3.376939639565535e-05, + 3.372009814484045e-05, + 3.36719531333074e-05, + 3.362317511346191e-05, + 3.357343302923255e-05, + 3.352399653522298e-05, + 3.347465462866239e-05, + 3.342561103636399e-05, + 3.337647649459541e-05, + 3.3327745768474415e-05, + 3.327876765979454e-05, + 3.322959310025908e-05, + 3.318059680168517e-05, + 3.313160777906887e-05, + 3.308277882752009e-05, + 3.303434277768247e-05, + 3.2986135920509696e-05, + 3.293884583399631e-05, + 3.289165397291072e-05, + 3.2845458918018267e-05, + 3.279990778537467e-05, + 3.275420021964237e-05, + 3.270802699262276e-05, + 3.266135536250658e-05, + 3.261534220655449e-05, + 3.256936543039046e-05, + 3.252349779359065e-05, + 3.2477833883604035e-05, + 3.2432464649900794e-05, + 3.2387230021413416e-05, + 3.23418753396254e-05, + 3.229633148293942e-05, + 3.225092586944811e-05, + 3.220580765628256e-05, + 3.216060213162564e-05, + 3.2115949579747394e-05, + 3.207231929991394e-05, + 3.2028074201662093e-05, + 3.198399281245656e-05, + 3.194050077581778e-05, + 3.189715062035248e-05, + 3.1854073313297704e-05, + 3.181054853484966e-05, + 3.17669655487407e-05, + 3.1723790016258135e-05, + 3.168020703014918e-05, + 3.16365621984005e-05, + 3.159260450047441e-05, + 3.154876685584895e-05, + 3.1505391234532e-05, + 3.146196104353294e-05, + 3.141881825285964e-05, + 3.137611201964319e-05, + 3.1333711376646534e-05, + 3.129134711343795e-05, + 3.124928844044916e-05, + 3.1207291613100097e-05, + 3.116537845926359e-05, + 3.112361082457937e-05, + 3.108169403276406e-05, + 3.104028292000294e-05, + 3.0999068258097395e-05, + 3.095792271778919e-05, + 3.091664257226512e-05, + 3.0875755328452215e-05, + 3.083495903410949e-05, + 3.0794122721999884e-05, + 3.075274435104802e-05, + 3.071217724937014e-05, + 3.0671584681840613e-05, + 3.0631577828899026e-05, + 3.059153459616937e-05, + 3.055137858609669e-05, + 3.0511686418321915e-05, + 3.047196878469549e-05, + 3.0432624043896794e-05, + 3.0393592169275507e-05, + 3.0354305636137724e-05, + 3.0315175536088645e-05, + 3.0275874451035634e-05, + 3.023667522938922e-05, + 3.019750329258386e-05, + 3.0158753361320123e-05, + 3.012060005858075e-05, + 3.0082881494308822e-05, + 3.0045013772905804e-05, + 3.0006811357452534e-05, + 2.9968578019179404e-05, + 2.9930673917988315e-05, + 2.989351560245268e-05, + 2.9856120818294585e-05, + 2.981891157105565e-05, + 2.978165321110282e-05, + 2.9744591302005574e-05, + 2.9707491194130853e-05, + 2.967031286971178e-05, + 2.9633187295985408e-05, + 2.9596287276945077e-05, + 2.9559423637692817e-05, + 2.9522112527047284e-05, + 2.9484685001079924e-05, + 2.9447550332406536e-05, + 2.941125785582699e-05, + 2.9375582016655244e-05, + 2.9339689717744477e-05, + 2.9303399060154334e-05, + 2.9267373975017108e-05, + 2.9231559892650694e-05, + 2.9196000468800776e-05, + 2.916033372457605e-05, + 2.9124812499503605e-05, + 2.908953138103243e-05, + 2.9054146580165252e-05, + 2.9019020075793378e-05, + 2.898421917052474e-05, + 2.894951649068389e-05, + 2.8915179427713156e-05, + 2.8880696845590137e-05, + 2.884593777707778e-05, + 2.8811278752982616e-05, + 2.8776985345757566e-05, + 2.8743086659233086e-05, + 2.870909884222783e-05, + 2.8675323846982792e-05, + 2.8641605240409262e-05, + 2.8608556021936238e-05, + 2.857561230484862e-05, + 2.854258127626963e-05, + 2.850907367246691e-05, + 2.8475316867115907e-05, + 2.8441903850762174e-05, + 2.840838897100184e-05, + 2.8374788598739542e-05, + 2.8341584766167216e-05, + 2.830862285918556e-05, + 2.827590287779458e-05, + 2.8243130145710893e-05, + 2.8210270102135837e-05, + 2.8177499189041555e-05, + 2.8144821044406854e-05, + 2.8112144718761556e-05, + 2.807932651194278e-05, + 2.804674113576766e-05, + 2.8014566851197742e-05, + 2.798237073875498e-05, + 2.794989813992288e-05, + 2.791727274598088e-05, + 2.788472738757264e-05, + 2.7852649509441108e-05, + 2.7820826289826073e-05, + 2.7789401428890415e-05, + 2.7757929274230264e-05, + 2.7726240659831092e-05, + 2.7694473828887567e-05, + 2.76627361017745e-05, + 2.7631107514025643e-05, + 2.7599304303294048e-05, + 2.756794674496632e-05, + 2.7537122150533833e-05, + 2.7506275728228502e-05, + 2.7475045499159023e-05, + 2.744371522567235e-05, + 2.741318166954443e-05, + 2.738273724389728e-05, + 2.735250564001035e-05, + 2.7322226742398925e-05, + 2.7291958758723922e-05, + 2.7261494324193336e-05, + 2.7231339117861353e-05, + 2.7201294869882986e-05, + 2.71712415269576e-05, + 2.714114452828653e-05, + 2.7110854716738686e-05, + 2.7080843210569583e-05, + 2.7050869903177954e-05, + 2.7021000278182328e-05, + 2.6991077902494e-05, + 2.696119736356195e-05, + 2.6931389584206045e-05, + 2.690174733288586e-05, + 2.6872467060456984e-05, + 2.684343417058699e-05, + 2.6814135708264075e-05, + 2.6784658984979615e-05, + 2.6755731596495025e-05, + 2.6727049771579914e-05, + 2.6698544388636947e-05, + 2.666976797627285e-05, + 2.6641264412319288e-05, + 2.6613011868903413e-05, + 2.658464654814452e-05, + 2.6556137527222745e-05, + 2.652737202879507e-05, + 2.6498928491491824e-05, + 2.6470288503332995e-05, + 2.6441673981025815e-05, + 2.6413008527015336e-05, + 2.6384850571048446e-05, + 2.6357003662269562e-05, + 2.632925497891847e-05, + 2.6301551770302467e-05, + 2.6274068659404293e-05, + 2.624660737637896e-05, + 2.6219169740215875e-05, + 2.6191646611550823e-05, + 2.6164090741076507e-05, + 2.6136840460821986e-05, + 2.6109491955139674e-05, + 2.6082201657118276e-05, + 2.6054973204736598e-05, + 2.602797030704096e-05, + 2.60006490861997e-05, + 2.5973344236263074e-05, + 2.594635407149326e-05, + 2.5919598556356505e-05, + 2.5892724806908518e-05, + 2.586585469543934e-05, + 2.5839324734988622e-05, + 2.5812762032728642e-05, + 2.5786195692489855e-05, + 2.5759591153473593e-05, + 2.5733286747708917e-05, + 2.570688047853764e-05, + 2.5680397811811417e-05, + 2.5654120690887794e-05, + 2.5628045477787964e-05, + 2.5602215828257613e-05, + 2.5576639018254355e-05, + 2.5550854843459092e-05, + 2.552503428887576e-05, + 2.5499577532173134e-05, + 2.5474180802120827e-05, + 2.5448520318605006e-05, + 2.5422987164347433e-05, + 2.539755769248586e-05, + 2.5372217351105064e-05, + 2.534700615797192e-05, + 2.532162397983484e-05, + 2.5296280000475235e-05, + 2.5271163394791074e-05, + 2.5246161385439336e-05, + 2.5220999305020086e-05, + 2.5195697162416764e-05, + 2.5170438675559126e-05, + 2.5145420295302756e-05, + 2.5120551072177477e-05, + 2.509594378352631e-05, + 2.5071498384932056e-05, + 2.504672374925576e-05, + 2.502219649613835e-05, + 2.4997554646688513e-05, + 2.4972843675641343e-05, + 2.4948283680714667e-05, + 2.4923840101109818e-05, + 2.4899378331610933e-05, + 2.4875182134564966e-05, + 2.4850913177942857e-05, + 2.4826493245200254e-05, + 2.4802397092571482e-05, + 2.4778491933830082e-05, + 2.475446308380924e-05, + 2.473045424267184e-05, + 2.470643630658742e-05, + 2.4682414732524194e-05, + 2.465844590915367e-05, + 2.4634493456687778e-05, + 2.4610806576674804e-05, + 2.458700691931881e-05, + 2.456344009260647e-05, + 2.4539887817809358e-05, + 2.4516442863387056e-05, + 2.4493121600244194e-05, + 2.446966573188547e-05, + 2.4446238967357203e-05, + 2.4422759452136233e-05, + 2.4399389076279476e-05, + 2.4376058718189597e-05, + 2.435276473988779e-05, + 2.432939800200984e-05, + 2.4306060367962345e-05, + 2.428260449960362e-05, + 2.4259312340291217e-05, + 2.4236351237050258e-05, + 2.4213501092162915e-05, + 2.419054726487957e-05, + 2.4167658921214752e-05, + 2.4144908820744604e-05, + 2.4122036847984418e-05, + 2.4099294023471884e-05, + 2.4076702175079845e-05, + 2.4054164896369912e-05, + 2.4031411157920957e-05, + 2.400887206022162e-05, + 2.398669494141359e-05, + 2.3964517822605558e-05, + 2.3942575353430584e-05, + 2.3920651074149646e-05, + 2.3898561266832985e-05, + 2.3876384148024954e-05, + 2.3854281607782468e-05, + 2.3832186343497597e-05, + 2.3810051061445847e-05, + 2.378808676439803e-05, + 2.376633528911043e-05, + 2.3744500140310265e-05, + 2.3722652258584276e-05, + 2.3700902602286078e-05, + 2.3679242076468654e-05, + 2.3657445126445964e-05, + 2.363564090046566e-05, + 2.361394217587076e-05, + 2.3592450816067867e-05, + 2.357099947403185e-05, + 2.3549677280243486e-05, + 2.3528298697783612e-05, + 2.3506952857133e-05, + 2.3485605197492987e-05, + 2.3464301193598658e-05, + 2.3443129975930788e-05, + 2.342192419746425e-05, + 2.340075843676459e-05, + 2.3379563572234474e-05, + 2.3358234102488495e-05, + 2.3336939193541184e-05, + 2.3315789803746156e-05, + 2.3294664060813375e-05, + 2.3273642000276595e-05, + 2.3252598111866973e-05, + 2.3231719751493074e-05, + 2.3210959625430405e-05, + 2.3190279534901492e-05, + 2.316951213288121e-05, + 2.3148824766394682e-05, + 2.312817014171742e-05, + 2.3107520974008366e-05, + 2.3087088266038336e-05, + 2.306672467966564e-05, + 2.3046457499731332e-05, + 2.3026173948892392e-05, + 2.300594496773556e-05, + 2.298588333360385e-05, + 2.2965743482927792e-05, + 2.2945634555071592e-05, + 2.2925582015886903e-05, + 2.2905605874257162e-05, + 2.288550604134798e-05, + 2.286556627950631e-05, + 2.284561014676001e-05, + 2.2825826818007044e-05, + 2.2806014385423623e-05, + 2.2785981855122373e-05, + 2.2766098481952213e-05, + 2.2746318791178055e-05, + 2.272670462843962e-05, + 2.27070977416588e-05, + 2.26875017688144e-05, + 2.2667834855383262e-05, + 2.26482588914223e-05, + 2.262871748826001e-05, + 2.2609330699197017e-05, + 2.2589943910134025e-05, + 2.257046253362205e-05, + 2.2551268557435833e-05, + 2.253208185720723e-05, + 2.251280784548726e-05, + 2.2493610231322236e-05, + 2.2474370780400932e-05, + 2.2455104044638574e-05, + 2.2435995560954325e-05, + 2.241697075078264e-05, + 2.2398044166038744e-05, + 2.237917942693457e-05, + 2.2360098228091374e-05, + 2.2340967916534282e-05, + 2.2321944925352e-05, + 2.2302940124063753e-05, + 2.2284048100118525e-05, + 2.226538708782755e-05, + 2.2246680600801483e-05, + 2.2228115994948894e-05, + 2.2209396774997003e-05, + 2.2190628442331217e-05, + 2.2171918317326345e-05, + 2.2153344616526738e-05, + 2.213491461589001e-05, + 2.211657010775525e-05, + 2.2098125555203296e-05, + 2.207965007983148e-05, + 2.206133103754837e-05, + 2.20430320041487e-05, + 2.2024740246706642e-05, + 2.200638482463546e-05, + 2.1988196749589406e-05, + 2.1970097805024125e-05, + 2.1952009774395265e-05, + 2.193406362493988e-05, + 2.1916148398304358e-05, + 2.18981640500715e-05, + 2.188013240811415e-05, + 2.1862135326955467e-05, + 2.1844061848241836e-05, + 2.1826019292348064e-05, + 2.1808133169542998e-05, + 2.1790221580886282e-05, + 2.1772402760689147e-05, + 2.1754662157036364e-05, + 2.1737007045885548e-05, + 2.1719224605476484e-05, + 2.170166771975346e-05, + 2.1684038074454293e-05, + 2.1666275642928667e-05, + 2.1648678739438765e-05, + 2.1631089111906476e-05, + 2.161343945772387e-05, + 2.1595988073386252e-05, + 2.1578578525804915e-05, + 2.1561285393545404e-05, + 2.1543981347349472e-05, + 2.1526577256736346e-05, + 2.150927684851922e-05, + 2.1491970983333886e-05, + 2.1474796085385606e-05, + 2.1457606635522097e-05, + 2.14404226426268e-05, + 2.1423333237180486e-05, + 2.1406312953331508e-05, + 2.1389245375758037e-05, + 2.1372206902015023e-05, + 2.135508657374885e-05, + 2.1338002625270747e-05, + 2.1321011445252225e-05, + 2.1303994799382053e-05, + 2.1287027266225778e-05, + 2.1270157958497293e-05, + 2.1253388695186004e-05, + 2.1236613974906504e-05, + 2.121984289260581e-05, + 2.12030627153581e-05, + 2.118632801284548e-05, + 2.1169587853364646e-05, + 2.115288589266129e-05, + 2.1136205759830773e-05, + 2.1119591110618785e-05, + 2.1102852770127356e-05, + 2.108617809426505e-05, + 2.1069610738777556e-05, + 2.1053112504887395e-05, + 2.1036630641901866e-05, + 2.1020143321948126e-05, + 2.100375968439039e-05, + 2.0987326934118755e-05, + 2.097106334986165e-05, + 2.0954814317519777e-05, + 2.09385652851779e-05, + 2.0922365365549922e-05, + 2.0906216377625242e-05, + 2.089016379613895e-05, + 2.0874047550023533e-05, + 2.0857894924120046e-05, + 2.08417641260894e-05, + 2.0825811589020304e-05, + 2.08097535505658e-05, + 2.0793710064026527e-05, + 2.0777519239345565e-05, + 2.0761353880516253e-05, + 2.074522853945382e-05, + 2.072921779472381e-05, + 2.0713270714622922e-05, + 2.0697425497928634e-05, + 2.0681542082456872e-05, + 2.0665713236667216e-05, + 2.0650004444178194e-05, + 2.0634399334085174e-05, + 2.0618692360585555e-05, + 2.060298720607534e-05, + 2.0587367544067092e-05, + 2.057179699477274e-05, + 2.0556275558192283e-05, + 2.054077231150586e-05, + 2.052519266726449e-05, + 2.050967850664165e-05, + 2.0494251657510176e-05, + 2.0478790247580037e-05, + 2.046328518190421e-05, + 2.0447789211175404e-05, + 2.04323969228426e-05, + 2.04170592041919e-05, + 2.0401746951392852e-05, + 2.0386436517583206e-05, + 2.0371067876112647e-05, + 2.0355739252408966e-05, + 2.0340605260571465e-05, + 2.032543306995649e-05, + 2.0310155377956107e-05, + 2.029498318734113e-05, + 2.0279923774069175e-05, + 2.0264804334146902e-05, + 2.0249637600500137e-05, + 2.023450178967323e-05, + 2.0219355064909905e-05, + 2.0204237443977036e-05, + 2.0189318092889152e-05, + 2.0174369637970813e-05, + 2.015955760725774e-05, + 2.0144761947449297e-05 + ], + "stabilities": [ + 0.8287671804428101, + 1.0, + 0.6881962418556213, + 0.5275043845176697, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9149376749992371, + 0.643990695476532, + 0.9295774698257446, + 0.4696968197822571, + -0.5483863353729248, + -1.2647089958190918, + 0.2972964644432068, + 1.0, + 1.0, + 1.0, + 0.7166671752929688, + 1.0, + 1.0, + 1.0, + 0.956778347492218, + 0.8583163619041443, + 0.8851670622825623, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978023767471313, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994329214096069, + 1.0, + 0.9949149489402771, + 1.0, + 1.0, + 0.9843345880508423, + 0.993878960609436, + 1.0, + 0.995550811290741, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901944994926453, + 0.9929147958755493, + 1.0, + 0.9692952632904053, + 0.9964850544929504, + 1.0, + 0.987290620803833, + 1.0, + 1.0, + 1.0, + 0.9939241409301758, + 0.9931120872497559, + 1.0, + 1.0, + 0.974056601524353, + 1.0, + 0.9866054058074951, + 0.9745280146598816, + 1.0, + 1.0, + 0.9730053544044495, + 1.0, + 0.9955002665519714, + 1.0, + 1.0, + 1.0, + 0.9890334606170654, + 0.9886276125907898, + 0.983690083026886, + 0.9972436428070068, + 1.0, + 1.0, + 1.0, + 0.986426055431366, + 0.989769697189331, + 0.9935957789421082, + 0.9737690091133118, + 1.0, + 0.9990564584732056, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885686635971069, + 1.0, + 0.9814602136611938, + 0.9996606707572937, + 1.0, + 0.9759758710861206, + 0.9768528938293457, + 0.9779263138771057, + 0.995509922504425, + 1.0, + 1.0, + 0.9934855103492737, + 0.9873122572898865, + 0.9658099412918091, + 0.9856364727020264, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981255292892456, + 0.9803524613380432, + 0.9832525849342346, + 1.0, + 1.0, + 0.9903557896614075, + 1.0, + 0.9538261294364929, + 1.0, + 0.9939574003219604, + 1.0, + 1.0, + 0.9698212146759033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840929508209229, + 0.9866036772727966, + 1.0, + 0.9825669527053833, + 0.9996973276138306, + 1.0, + 0.9741212129592896, + 0.9853346943855286, + 0.9776748418807983, + 0.9983261227607727, + 1.0, + 1.0, + 1.0, + 0.9878389239311218, + 1.0, + 1.0, + 0.9923205375671387, + 0.9893309473991394, + 0.9943041801452637, + 1.0, + 1.0, + 1.0, + 0.9898231625556946, + 1.0, + 0.9869526028633118, + 1.0, + 0.9812801480293274, + 1.0, + 0.9711730480194092, + 0.9901672005653381, + 1.0, + 1.0, + 1.0, + 0.9745922088623047, + 0.9949318766593933, + 1.0, + 1.0, + 1.0, + 0.9845431447029114, + 0.9550163149833679, + 0.9888154864311218, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694215655326843, + 0.9969329237937927, + 1.0, + 1.0, + 1.0, + 0.9983012676239014, + 1.0, + 0.9812007546424866, + 0.9996656179428101, + 0.9905676245689392, + 0.9954077005386353, + 1.0, + 0.9928452968597412, + 1.0, + 1.0, + 1.0, + 0.9749614000320435, + 1.0, + 0.9966336488723755, + 1.0, + 0.9822627305984497, + 0.9866014122962952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980228841304779, + 0.9691179394721985, + 0.9881166219711304, + 0.9996640682220459, + 0.9984205365180969, + 0.9907105565071106, + 0.9961270093917847, + 1.0, + 0.9980429410934448, + 0.9881019592285156, + 0.9892032146453857, + 1.0, + 1.0, + 1.0, + 0.9971029162406921, + 0.9765302538871765, + 0.9808919429779053, + 0.9738128185272217, + 1.0, + 1.0, + 1.0, + 0.9915733933448792, + 0.971515953540802, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874032139778137, + 0.982550859451294, + 0.9866562485694885, + 1.0, + 0.9858291149139404, + 1.0, + 1.0, + 0.9924319982528687, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849217534065247, + 0.9714359045028687, + 0.9821593761444092, + 1.0, + 1.0, + 1.0, + 0.986734926700592, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981088042259216, + 0.9745468497276306, + 0.9746273159980774, + 0.9875320196151733, + 1.0, + 0.9941082000732422, + 0.9963247179985046, + 0.9858097434043884, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726865887641907, + 0.9964112639427185, + 0.9518514275550842, + 0.9981412291526794, + 0.9932495355606079, + 1.0, + 1.0, + 1.0, + 0.9937933683395386, + 0.9892123341560364, + 0.987755537033081, + 1.0, + 1.0, + 1.0, + 0.9784345626831055, + 0.9828782081604004, + 0.9951878190040588, + 0.9904258847236633, + 1.0, + 1.0, + 1.0, + 0.9892098903656006, + 0.9931622743606567, + 0.9874762296676636, + 0.9995351433753967, + 1.0, + 1.0, + 1.0, + 0.9935525059700012, + 0.9873747229576111, + 0.9899462461471558, + 0.9941169023513794, + 1.0, + 0.9953987002372742, + 1.0, + 0.9775695204734802, + 1.0, + 1.0, + 1.0, + 0.9983219504356384, + 0.994069516658783, + 1.0, + 0.985826849937439, + 0.9957449436187744, + 0.9891874194145203, + 1.0, + 0.9971942901611328, + 1.0, + 0.9848455786705017, + 0.9792364239692688, + 0.9610769748687744, + 1.0, + 1.0, + 1.0, + 0.9889060854911804, + 0.9854429364204407, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960241317749023, + 0.989672064781189, + 0.9849547147750854, + 1.0, + 0.9951991438865662, + 1.0, + 0.9947612881660461, + 1.0, + 1.0, + 1.0, + 0.9865898489952087, + 0.9919856190681458, + 1.0, + 1.0, + 0.9986063838005066, + 1.0, + 0.9780015349388123, + 0.987417995929718, + 0.9959915280342102, + 1.0, + 1.0, + 1.0, + 0.9960634112358093, + 0.9963346719741821, + 0.9850288033485413, + 1.0, + 0.9732016921043396, + 1.0, + 0.9768995642662048, + 1.0, + 0.9993532299995422, + 0.9979938268661499, + 1.0, + 1.0, + 0.9892538189888, + 0.9950858354568481, + 0.9897982478141785, + 1.0, + 1.0, + 0.9954339265823364, + 0.9805763959884644, + 1.0, + 0.9979035258293152, + 0.9969294667243958, + 1.0, + 0.9967644810676575, + 1.0, + 0.9949638247489929, + 0.9965201020240784, + 0.9937460422515869, + 1.0, + 0.9952340126037598, + 0.9875240921974182, + 1.0, + 0.9987403154373169, + 0.9909188151359558, + 0.9810348749160767, + 0.979727566242218, + 1.0, + 0.9938592314720154, + 1.0, + 0.9994702339172363, + 1.0, + 0.9949690103530884, + 1.0, + 0.9994868040084839, + 0.9913344979286194, + 0.9759129285812378, + 1.0, + 1.0, + 0.9952239394187927, + 1.0, + 0.9950294494628906, + 0.9943962097167969, + 0.9893733263015747, + 0.9812198877334595, + 1.0, + 1.0, + 1.0, + 0.9739946722984314, + 0.9911109209060669, + 0.9906370043754578, + 1.0, + 1.0, + 1.0, + 0.9827068448066711, + 0.9773429036140442, + 1.0, + 0.9989014863967896, + 0.9746757745742798, + 0.9836740493774414, + 1.0, + 1.0, + 1.0, + 0.9870631694793701, + 0.9964726567268372, + 1.0, + 0.99662184715271, + 0.9904122352600098, + 0.995273768901825, + 1.0, + 1.0, + 0.9987931251525879, + 0.9720181822776794, + 1.0, + 1.0, + 0.999840259552002, + 1.0, + 0.9969179034233093, + 0.9905657172203064, + 0.9738408327102661, + 1.0, + 1.0, + 0.9996134638786316, + 0.993232786655426, + 0.9923755526542664, + 1.0, + 0.998367190361023, + 1.0, + 1.0, + 0.9981206655502319, + 1.0, + 0.9997416734695435, + 0.9827201962471008, + 1.0, + 1.0, + 0.9982590675354004, + 1.0, + 1.0, + 1.0, + 0.9968899488449097, + 0.9859611988067627, + 0.9943994283676147, + 1.0, + 1.0, + 0.9942272305488586, + 0.9923105835914612, + 1.0, + 0.9872889518737793, + 0.988174319267273, + 1.0, + 0.9955590963363647, + 1.0, + 0.9921461939811707, + 0.996042013168335, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913654923439026, + 0.9984164237976074, + 0.9837901592254639, + 0.9800083637237549, + 1.0, + 1.0, + 0.9973115921020508, + 1.0, + 0.9974669218063354, + 1.0, + 0.9952647089958191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953346848487854, + 0.9988438487052917, + 0.9845768809318542, + 1.0, + 0.9822289943695068, + 0.9893383383750916, + 1.0, + 1.0, + 1.0, + 0.9891756772994995, + 1.0, + 1.0, + 0.998792290687561, + 0.9968816637992859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970099329948425, + 1.0, + 0.9910523891448975, + 0.9802008271217346, + 1.0, + 0.9995235204696655, + 0.9898306131362915, + 1.0, + 0.9967572689056396, + 1.0, + 1.0, + 0.9938334226608276, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927006959915161, + 1.0, + 0.996929407119751, + 0.992999792098999, + 0.9960836172103882, + 1.0, + 0.9959205389022827, + 1.0, + 1.0, + 0.9996230602264404, + 1.0, + 0.9909502267837524, + 0.9985513687133789, + 1.0, + 1.0, + 0.9935229420661926, + 1.0, + 1.0, + 1.0, + 0.9838142991065979, + 1.0, + 0.9884799122810364, + 1.0, + 1.0, + 0.9914952516555786, + 1.0, + 0.9937158226966858, + 0.9952254891395569, + 1.0, + 0.9990559220314026, + 1.0, + 1.0, + 1.0, + 0.9922678470611572, + 0.9875259399414062, + 0.9916001558303833, + 1.0, + 1.0, + 1.0, + 0.9943536520004272, + 0.983217179775238, + 1.0, + 0.9979336857795715, + 1.0, + 0.9977796673774719, + 1.0, + 1.0, + 1.0, + 0.9968545436859131, + 1.0, + 1.0, + 1.0, + 0.9950665831565857, + 0.9804784059524536, + 0.9857783913612366, + 1.0, + 1.0, + 0.9956443309783936, + 0.9970100522041321, + 0.9957067966461182, + 1.0, + 0.9990859627723694, + 0.9959619045257568, + 1.0, + 0.9955911040306091, + 0.9934523105621338, + 1.0, + 0.992199182510376, + 1.0, + 1.0, + 1.0, + 0.9922780990600586, + 0.9910745024681091, + 1.0, + 0.9964936971664429, + 1.0, + 0.9827459454536438, + 0.9995123147964478, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 1.0, + 1.0, + 0.9909039735794067, + 0.9954102039337158, + 0.9953890442848206, + 1.0, + 1.0, + 1.0, + 0.9998418092727661, + 1.0, + 1.0, + 0.9956136345863342, + 0.9900871515274048, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988345742225647, + 0.9948431253433228, + 0.9900436401367188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992182850837708, + 1.0, + 0.9886705875396729, + 0.9855582118034363, + 1.0, + 1.0, + 1.0, + 0.9773024320602417, + 0.999681830406189, + 0.9955445528030396, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 0.9988898634910583, + 1.0, + 1.0, + 1.0, + 0.9934378862380981, + 1.0, + 0.9992146492004395, + 1.0, + 1.0, + 1.0, + 0.9971863627433777, + 0.9902812242507935, + 0.9941431879997253, + 1.0, + 1.0, + 0.9839273691177368, + 0.993973433971405, + 0.996330201625824, + 1.0, + 0.9930384159088135, + 0.9936268925666809, + 1.0, + 1.0, + 1.0, + 0.9912464618682861, + 1.0, + 1.0, + 1.0, + 0.9847835302352905, + 0.9914858937263489, + 0.9988868236541748, + 1.0, + 0.9944324493408203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99131178855896, + 1.0, + 1.0, + 1.0, + 0.9941422343254089, + 1.0, + 1.0, + 0.991034984588623, + 0.993674099445343, + 1.0, + 1.0, + 0.9897492527961731, + 1.0, + 1.0, + 1.0, + 0.9913224577903748, + 1.0, + 1.0, + 0.9946502447128296, + 0.9946214556694031, + 0.9930018782615662, + 0.9924720525741577, + 1.0, + 1.0, + 0.988383948802948, + 1.0, + 1.0, + 0.997297465801239, + 0.9982465505599976, + 0.9988822340965271, + 0.9971224665641785, + 1.0, + 1.0, + 0.9933337569236755, + 0.9977629780769348, + 1.0, + 1.0, + 1.0, + 0.9927586317062378, + 0.9963529109954834, + 0.9917242527008057, + 0.9958275556564331, + 1.0, + 0.9922264218330383, + 1.0, + 1.0, + 0.9960507750511169, + 0.9976210594177246, + 1.0, + 0.9914413690567017, + 1.0, + 1.0, + 0.9889631867408752, + 0.9942605495452881, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910646677017212, + 1.0, + 0.9923451542854309, + 1.0, + 0.9976131319999695, + 0.9969694018363953, + 1.0, + 1.0, + 1.0, + 0.9976323246955872, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953230023384094, + 0.9880646467208862, + 0.9973050951957703, + 1.0, + 0.99936842918396, + 0.9960501790046692, + 1.0, + 0.9965367317199707, + 0.9955769181251526, + 0.9998413324356079, + 1.0, + 0.9927847385406494, + 0.9860966205596924, + 1.0, + 0.9915259480476379, + 1.0, + 1.0, + 1.0, + 0.9987318515777588, + 1.0, + 1.0, + 0.9944456219673157, + 0.992383599281311, + 1.0, + 1.0, + 0.9976221919059753, + 0.9980932474136353, + 1.0, + 1.0, + 0.9973229765892029, + 0.9924211502075195, + 1.0, + 0.9960237741470337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958798289299011, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995459794998169, + 1.0, + 0.9971717596054077, + 1.0, + 0.9941882491111755, + 0.9963661432266235, + 0.998255729675293, + 1.0, + 0.998421311378479, + 1.0, + 1.0, + 0.9916382431983948, + 0.9985681176185608, + 0.9972914457321167, + 1.0, + 0.9993308782577515, + 0.9937193393707275, + 1.0, + 1.0, + 0.999203085899353, + 0.9982454180717468, + 1.0, + 0.9941674470901489, + 1.0, + 0.9932904839515686, + 1.0, + 1.0, + 0.9946476817131042, + 0.9966763854026794, + 0.9936481714248657, + 1.0, + 1.0, + 1.0, + 0.9974648952484131, + 1.0, + 0.993965744972229, + 1.0, + 1.0, + 0.9871742129325867, + 1.0, + 1.0, + 0.9980905055999756, + 1.0, + 1.0, + 0.9938294887542725, + 0.9974527955055237, + 0.996807873249054, + 0.9987190365791321, + 1.0, + 1.0, + 0.9962521195411682, + 1.0, + 0.9960526823997498, + 0.9896962642669678, + 1.0, + 0.994418203830719, + 1.0, + 1.0, + 0.9987358450889587, + 0.9947788119316101, + 0.9941152334213257, + 0.9972801804542542, + 1.0, + 1.0, + 0.9933358430862427, + 1.0, + 1.0, + 1.0, + 0.9928677678108215, + 0.9969670176506042, + 1.0, + 0.9939233064651489, + 1.0, + 1.0, + 1.0, + 0.9998407959938049, + 1.0, + 1.0, + 0.9931976795196533, + 1.0, + 0.9966663718223572, + 0.9974516034126282, + 0.9971256852149963, + 1.0, + 0.9892070293426514, + 1.0, + 1.0, + 0.9925743341445923, + 1.0, + 1.0, + 0.9905144572257996, + 0.9995211958885193, + 0.9950498342514038, + 1.0, + 1.0, + 0.9958699941635132, + 1.0, + 0.9942706227302551, + 1.0, + 1.0, + 0.9963337182998657, + 0.9977601170539856, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9963529109954834, + 1.0, + 0.9990482926368713, + 0.9958719611167908, + 0.9960142970085144, + 1.0, + 1.0, + 1.0, + 0.9992045164108276, + 1.0, + 0.9995232820510864, + 1.0, + 0.9979343414306641, + 1.0, + 0.9979493618011475, + 0.9954160451889038, + 0.9976180791854858, + 1.0, + 1.0, + 0.9955558180809021, + 1.0, + 0.9914318323135376, + 1.0, + 1.0, + 0.9988827705383301, + 0.9985619187355042, + 0.9956795573234558, + 1.0, + 1.0, + 1.0, + 0.9907737374305725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993706941604614, + 0.9946476817131042, + 0.9977842569351196, + 0.9954000115394592, + 1.0, + 0.9984130263328552, + 0.9941189289093018, + 0.9952033758163452, + 1.0, + 1.0, + 0.9963407516479492, + 0.9985628724098206, + 0.9987207055091858, + 1.0, + 1.0, + 0.997456431388855, + 0.9961749315261841, + 1.0, + 1.0, + 1.0, + 0.9949297904968262, + 0.9984074831008911, + 0.999840497970581, + 1.0, + 1.0, + 0.9992080330848694, + 0.9889037013053894, + 1.0, + 1.0, + 0.9949362277984619, + 0.9942742586135864, + 1.0, + 1.0, + 0.9995251297950745, + 1.0, + 0.9998420476913452, + 0.9884665012359619, + 1.0, + 0.9926744699478149, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..541b48df95d4aab48d13bf7e8f11fcff513cf160 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3857.68505859375, + "strength": 2899.930908203125, + "max_strength": 3265.800048828125, + "final_strength": 3118.699951171875, + "sample_efficiency": 3.1355048690784315e-07, + "training_efficiency": 2.0144925656495616e-05, + "stability": 0.9957494735717773 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..541b48df95d4aab48d13bf7e8f11fcff513cf160 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3857.68505859375, + "strength": 2899.930908203125, + "max_strength": 3265.800048828125, + "final_strength": 3118.699951171875, + "sample_efficiency": 3.1355048690784315e-07, + "training_efficiency": 2.0144925656495616e-05, + "stability": 0.9957494735717773 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f2056c68a3c3ef2fc149e4a755c7e1bebad63f05 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3857.68505859375, + "strength": 2899.930908203125, + "max_strength": 3265.800048828125, + "final_strength": 3118.699951171875, + "sample_efficiency": 3.1355048690784315e-07, + "training_efficiency": 2.0144925656495616e-05, + "stability": 0.9957494735717773 + }, + "local": { + "mean_returns": [ + 820.0, + 802.5, + 831.2903442382812, + 795.9036254882812, + 759.0, + 766.2000122070312, + 779.0, + 794.4000244140625, + 814.2000122070312, + 806.0, + 774.5999755859375, + 770.5999755859375, + 742.5999755859375, + 704.2000122070312, + 673.4000244140625, + 642.2000122070312, + 654.7999877929688, + 678.0, + 693.7999877929688, + 687.0, + 744.2000122070312, + 780.4000244140625, + 819.5999755859375, + 815.2000122070312, + 801.4000244140625, + 791.7999877929688, + 795.4000244140625, + 834.0, + 865.4000244140625, + 899.7999877929688, + 899.4000244140625, + 924.7999877929688, + 1027.199951171875, + 1091.5999755859375, + 1188.800048828125, + 1243.4000244140625, + 1368.5999755859375, + 1488.0, + 1515.199951171875, + 1525.5999755859375, + 1526.800048828125, + 1576.5999755859375, + 1641.5999755859375, + 1896.0, + 1961.0, + 2156.60009765625, + 2230.60009765625, + 2280.199951171875, + 2420.800048828125, + 2452.800048828125, + 2622.0, + 2692.800048828125, + 2770.0, + 2833.800048828125, + 2832.60009765625, + 2940.0, + 2928.699951171875, + 2943.89990234375, + 2958.39990234375, + 2923.300048828125, + 2909.800048828125, + 2942.89990234375, + 2933.0, + 3040.89990234375, + 3081.10009765625, + 3115.199951171875, + 3155.199951171875, + 3131.300048828125, + 3114.199951171875, + 3124.60009765625, + 3050.699951171875, + 3042.5, + 3046.800048828125, + 3017.199951171875, + 3038.699951171875, + 3043.5, + 3054.89990234375, + 3040.699951171875, + 3024.699951171875, + 3040.60009765625, + 3099.89990234375, + 3038.10009765625, + 3069.5, + 3038.0, + 2978.89990234375, + 3098.300048828125, + 3140.5, + 3075.10009765625, + 3095.699951171875, + 3085.0, + 3095.0, + 3176.199951171875, + 3207.199951171875, + 3179.89990234375, + 3151.89990234375, + 3112.199951171875, + 3105.60009765625, + 3120.699951171875, + 3184.699951171875, + 3244.699951171875, + 3210.39990234375, + 3184.89990234375, + 3169.10009765625, + 3104.800048828125, + 3155.5, + 3153.199951171875, + 3169.10009765625, + 3222.10009765625, + 3226.199951171875, + 3325.699951171875, + 3385.89990234375, + 3355.39990234375, + 3420.10009765625, + 3370.0, + 3369.10009765625, + 3369.300048828125, + 3305.60009765625, + 3245.699951171875, + 3189.89990234375, + 3178.800048828125, + 3236.10009765625, + 3312.0, + 3295.10009765625, + 3262.39990234375, + 3175.39990234375, + 3140.10009765625, + 3182.39990234375, + 3204.60009765625, + 3300.5, + 3337.199951171875, + 3288.10009765625, + 3237.60009765625, + 3195.39990234375, + 3295.60009765625, + 3351.5, + 3326.10009765625, + 3334.0, + 3213.199951171875, + 3316.0, + 3300.300048828125, + 3314.10009765625, + 3325.60009765625, + 3246.89990234375, + 3301.5, + 3342.60009765625, + 3352.699951171875, + 3418.699951171875, + 3471.300048828125, + 3427.5, + 3391.199951171875, + 3408.10009765625, + 3361.199951171875, + 3360.39990234375, + 3391.800048828125, + 3322.60009765625, + 3284.39990234375, + 3227.10009765625, + 3222.89990234375, + 3264.0, + 3271.699951171875, + 3406.699951171875, + 3374.0, + 3391.10009765625, + 3400.300048828125, + 3379.699951171875, + 3351.300048828125, + 3336.300048828125, + 3355.60009765625, + 3389.5, + 3488.800048828125, + 3460.60009765625, + 3492.300048828125, + 3456.10009765625, + 3495.60009765625, + 3443.60009765625, + 3513.800048828125, + 3433.199951171875, + 3406.5, + 3456.800048828125, + 3475.60009765625, + 3531.89990234375, + 3460.39990234375, + 3446.5, + 3495.10009765625, + 3502.89990234375, + 3551.5, + 3507.699951171875, + 3382.199951171875, + 3352.39990234375, + 3388.0, + 3431.0, + 3543.699951171875, + 3652.699951171875, + 3677.39990234375, + 3586.89990234375, + 3578.10009765625, + 3602.5, + 3627.60009765625, + 3720.10009765625, + 3715.0, + 3765.800048828125, + 3708.5, + 3707.5, + 3679.300048828125, + 3665.699951171875, + 3666.89990234375, + 3645.800048828125, + 3725.60009765625, + 3741.60009765625, + 3765.10009765625, + 3688.800048828125, + 3718.10009765625, + 3708.0, + 3711.5, + 3658.39990234375, + 3619.0, + 3628.10009765625, + 3638.0, + 3647.39990234375, + 3679.699951171875, + 3723.89990234375, + 3782.5, + 3889.10009765625, + 3826.39990234375, + 3730.39990234375, + 3694.60009765625, + 3693.60009765625, + 3688.89990234375, + 3661.300048828125, + 3649.89990234375, + 3732.60009765625, + 3726.699951171875, + 3690.89990234375, + 3658.800048828125, + 3717.10009765625, + 3730.10009765625, + 3824.39990234375, + 3815.39990234375, + 3742.699951171875, + 3684.89990234375, + 3607.199951171875, + 3626.300048828125, + 3670.699951171875, + 3720.199951171875, + 3694.89990234375, + 3610.10009765625, + 3666.60009765625, + 3744.60009765625, + 3868.5, + 3869.39990234375, + 3829.699951171875, + 3775.39990234375, + 3734.60009765625, + 3766.300048828125, + 3723.10009765625, + 3740.199951171875, + 3756.89990234375, + 3733.89990234375, + 3781.5, + 3810.89990234375, + 3848.800048828125, + 3881.300048828125, + 3833.60009765625, + 3744.60009765625, + 3690.60009765625, + 3743.10009765625, + 3763.89990234375, + 3823.699951171875, + 3782.5, + 3812.60009765625, + 3829.699951171875, + 3886.39990234375, + 3890.39990234375, + 3884.39990234375, + 3803.800048828125, + 3725.5, + 3688.0, + 3755.89990234375, + 3738.0, + 3726.89990234375, + 3684.199951171875, + 3752.89990234375, + 3862.800048828125, + 3920.699951171875, + 3983.60009765625, + 3894.39990234375, + 3883.0, + 3730.60009765625, + 3725.0, + 3704.699951171875, + 3741.300048828125, + 3845.800048828125, + 3907.89990234375, + 3888.10009765625, + 3853.89990234375, + 3815.5, + 3884.60009765625, + 3919.800048828125, + 3959.10009765625, + 3889.199951171875, + 3834.89990234375, + 3819.89990234375, + 3790.199951171875, + 3807.5, + 3807.89990234375, + 3822.5, + 3789.0, + 3768.0, + 3729.800048828125, + 3728.39990234375, + 3767.699951171875, + 3837.60009765625, + 3850.800048828125, + 3830.60009765625, + 3791.300048828125, + 3760.39990234375, + 3742.5, + 3760.39990234375, + 3746.39990234375, + 3758.300048828125, + 3690.10009765625, + 3752.300048828125, + 3846.0, + 3876.300048828125, + 3871.0, + 3852.300048828125, + 3864.60009765625, + 3820.0, + 3806.800048828125, + 3773.39990234375, + 3854.300048828125, + 3845.5, + 3872.0, + 3824.199951171875, + 3759.699951171875, + 3641.300048828125, + 3680.0, + 3719.699951171875, + 3746.5, + 3712.89990234375, + 3669.300048828125, + 3686.199951171875, + 3699.39990234375, + 3783.699951171875, + 3886.89990234375, + 3874.300048828125, + 3841.699951171875, + 3794.699951171875, + 3800.60009765625, + 3785.800048828125, + 3791.10009765625, + 3775.0, + 3780.89990234375, + 3817.60009765625, + 3879.60009765625, + 3837.199951171875, + 3812.199951171875, + 3817.0, + 3875.0, + 3870.60009765625, + 3895.300048828125, + 3825.39990234375, + 3786.300048828125, + 3774.0, + 3818.5, + 3859.10009765625, + 3867.699951171875, + 3855.300048828125, + 3843.800048828125, + 3797.0, + 3848.60009765625, + 3764.699951171875, + 3787.0, + 3716.10009765625, + 3810.199951171875, + 3808.199951171875, + 3802.0, + 3817.5, + 3844.5, + 3810.89990234375, + 3795.699951171875, + 3764.300048828125, + 3825.699951171875, + 3893.39990234375, + 3878.89990234375, + 3817.5, + 3818.199951171875, + 3811.699951171875, + 3802.199951171875, + 3808.5, + 3798.5, + 3894.800048828125, + 3878.800048828125, + 3867.800048828125, + 3848.10009765625, + 3907.10009765625, + 3891.89990234375, + 3852.300048828125, + 3893.199951171875, + 3889.199951171875, + 3860.39990234375, + 3800.800048828125, + 3738.300048828125, + 3746.699951171875, + 3728.10009765625, + 3738.300048828125, + 3736.699951171875, + 3798.699951171875, + 3783.199951171875, + 3835.199951171875, + 3833.60009765625, + 3806.60009765625, + 3732.199951171875, + 3747.10009765625, + 3816.60009765625, + 3801.800048828125, + 3856.300048828125, + 3840.699951171875, + 3823.199951171875, + 3790.199951171875, + 3732.5, + 3749.5, + 3821.5, + 3871.0, + 3789.0, + 3761.699951171875, + 3733.199951171875, + 3801.10009765625, + 3851.10009765625, + 3915.60009765625, + 3860.300048828125, + 3789.10009765625, + 3813.10009765625, + 3809.699951171875, + 3731.39990234375, + 3682.199951171875, + 3715.800048828125, + 3759.39990234375, + 3848.39990234375, + 3807.89990234375, + 3797.0, + 3826.0, + 3815.5, + 3785.800048828125, + 3771.300048828125, + 3845.5, + 3866.5, + 3862.699951171875, + 3774.699951171875, + 3782.199951171875, + 3848.0, + 3847.5, + 3865.0, + 3855.300048828125, + 3825.699951171875, + 3744.39990234375, + 3783.10009765625, + 3822.199951171875, + 3821.0, + 3800.0, + 3776.5, + 3780.0, + 3775.0, + 3782.0, + 3804.0, + 3798.199951171875, + 3814.699951171875, + 3813.89990234375, + 3760.39990234375, + 3764.0, + 3819.5, + 3814.10009765625, + 3844.5, + 3883.60009765625, + 3933.199951171875, + 3923.199951171875, + 3878.199951171875, + 3860.5, + 3909.5, + 3922.5, + 3904.0, + 3879.5, + 3904.0, + 3863.5, + 3826.300048828125, + 3870.300048828125, + 3856.300048828125, + 3875.5, + 3850.699951171875, + 3838.300048828125, + 3869.300048828125, + 3896.10009765625, + 3899.0, + 3902.699951171875, + 3875.199951171875, + 3870.199951171875, + 3819.10009765625, + 3757.10009765625, + 3807.39990234375, + 3879.5, + 3871.0, + 3876.0, + 3868.0, + 3885.5, + 3870.5, + 3897.5, + 3921.5, + 3921.5, + 3932.199951171875, + 3933.0, + 3918.0, + 3914.300048828125, + 3865.0, + 3869.0, + 3813.0, + 3780.0, + 3800.5, + 3842.0, + 3886.60009765625, + 3852.300048828125, + 3861.0, + 3864.300048828125, + 3860.5, + 3850.699951171875, + 3851.699951171875, + 3870.5, + 3894.0, + 3895.0, + 3885.5, + 3903.0, + 3874.5, + 3812.0, + 3866.0, + 3864.5, + 3832.5, + 3832.5, + 3822.39990234375, + 3865.89990234375, + 3880.0, + 3860.5, + 3900.5, + 3915.5, + 3949.0, + 3951.0, + 3927.39990234375, + 3941.89990234375, + 3932.0, + 3909.5, + 3897.0, + 3904.5, + 3891.5, + 3897.0, + 3901.0, + 3899.800048828125, + 3922.300048828125, + 3893.300048828125, + 3888.699951171875, + 3893.199951171875, + 3913.699951171875, + 3893.0, + 3896.0, + 3909.0, + 3961.39990234375, + 3908.89990234375, + 3920.89990234375, + 3884.0, + 3897.0, + 3916.0, + 3888.800048828125, + 3900.39990234375, + 3880.39990234375, + 3865.300048828125, + 3895.5, + 3892.5, + 3916.199951171875, + 3917.699951171875, + 3925.199951171875, + 3900.39990234375, + 3860.699951171875, + 3834.300048828125, + 3856.300048828125, + 3893.5, + 3905.699951171875, + 3887.699951171875, + 3834.5, + 3863.5, + 3857.0, + 3870.5, + 3863.5, + 3876.0, + 3892.0, + 3897.0, + 3887.0, + 3893.0, + 3941.0, + 3961.0, + 3945.0, + 3882.0, + 3837.0, + 3865.0, + 3909.0, + 3895.10009765625, + 3885.60009765625, + 3872.0, + 3890.5, + 3887.60009765625, + 3874.800048828125, + 3893.199951171875, + 3879.199951171875, + 3858.5, + 3858.5, + 3834.0, + 3856.0, + 3890.0, + 3890.60009765625, + 3866.10009765625, + 3838.0, + 3855.0, + 3844.0, + 3847.5, + 3793.5, + 3792.0, + 3809.0, + 3862.0, + 3894.5, + 3870.5, + 3889.0, + 3906.0, + 3877.0, + 3862.5, + 3848.0, + 3862.0, + 3879.0, + 3879.0, + 3878.5, + 3887.0, + 3909.5, + 3895.5, + 3864.0, + 3874.5, + 3911.0, + 3934.5, + 3935.5, + 3898.0, + 3881.60009765625, + 3850.10009765625, + 3863.0, + 3893.0, + 3910.0, + 3915.800048828125, + 3913.300048828125, + 3939.5, + 3903.0, + 3857.0, + 3867.5, + 3915.0, + 3934.0, + 3861.0, + 3860.0, + 3846.0, + 3859.0, + 3866.0, + 3894.5, + 3870.5, + 3867.0, + 3876.5, + 3889.5, + 3918.0, + 3897.0, + 3901.0, + 3898.5, + 3912.0, + 3916.0, + 3916.5, + 3907.5, + 3876.5, + 3858.0, + 3894.5, + 3922.0, + 3870.5, + 3851.5, + 3840.0, + 3878.0, + 3856.0, + 3836.0, + 3856.0, + 3880.0, + 3916.5, + 3888.5, + 3918.5, + 3924.0, + 3938.0, + 3889.0, + 3862.0, + 3858.5, + 3861.0, + 3843.5, + 3848.5, + 3853.5, + 3871.5, + 3883.0, + 3855.5, + 3874.5, + 3875.5, + 3876.0, + 3857.5, + 3902.0, + 3908.0, + 3879.39990234375, + 3859.39990234375, + 3880.89990234375, + 3888.300048828125, + 3855.800048828125, + 3867.0, + 3875.0, + 3886.89990234375, + 3859.39990234375, + 3878.89990234375, + 3895.5, + 3878.5, + 3861.5, + 3839.5, + 3816.0, + 3848.5, + 3860.0, + 3823.5, + 3823.5, + 3863.0, + 3854.5, + 3849.0, + 3845.5, + 3836.5, + 3865.0, + 3868.0, + 3847.0, + 3840.0, + 3867.0, + 3892.0, + 3894.0, + 3871.0, + 3859.5, + 3833.5, + 3820.5, + 3869.5, + 3845.0, + 3866.5, + 3883.0, + 3870.5, + 3863.0, + 3872.5, + 3845.5, + 3862.0, + 3889.0, + 3854.0, + 3836.0, + 3859.39990234375, + 3863.89990234375, + 3872.0, + 3879.5, + 3880.0, + 3885.0, + 3856.699951171875, + 3879.199951171875, + 3855.0, + 3860.0, + 3852.5, + 3843.0, + 3868.0, + 3871.5, + 3885.5, + 3878.0, + 3879.5, + 3881.5, + 3898.5, + 3901.5, + 3925.0, + 3910.0, + 3871.89990234375, + 3863.39990234375, + 3884.5, + 3882.5, + 3870.0, + 3894.0, + 3883.0, + 3869.0, + 3868.5, + 3905.5, + 3882.5, + 3838.5, + 3845.0, + 3818.5, + 3822.5, + 3852.5, + 3872.0, + 3868.0, + 3874.0, + 3886.5, + 3868.89990234375, + 3844.89990234375, + 3863.5, + 3872.0, + 3864.5, + 3858.5, + 3885.0, + 3893.0, + 3884.5, + 3860.5, + 3861.5, + 3849.0, + 3864.0, + 3866.0, + 3873.0, + 3873.0, + 3860.0, + 3871.5, + 3872.5, + 3883.0, + 3910.0, + 3911.5, + 3897.0, + 3900.0, + 3891.0, + 3901.0, + 3882.5, + 3871.0, + 3865.5, + 3885.0, + 3880.0, + 3881.5, + 3887.0, + 3860.5, + 3856.0, + 3847.5, + 3856.5, + 3854.39990234375, + 3834.699951171875, + 3853.300048828125, + 3855.0, + 3852.5, + 3847.0, + 3872.5, + 3854.10009765625, + 3862.60009765625, + 3841.5, + 3853.0, + 3894.0, + 3877.0, + 3866.5, + 3846.5, + 3851.5, + 3856.0, + 3873.5, + 3865.5, + 3866.5, + 3847.5, + 3854.0, + 3875.5, + 3835.0, + 3840.0, + 3860.0, + 3854.0, + 3867.5, + 3878.0, + 3858.5, + 3850.5, + 3840.5, + 3836.5, + 3878.39990234375, + 3892.89990234375, + 3881.0, + 3884.5, + 3872.0, + 3839.5, + 3853.0, + 3835.5, + 3867.5, + 3882.0, + 3878.0, + 3861.5, + 3843.0, + 3834.5, + 3857.5, + 3869.0, + 3848.0, + 3850.5, + 3855.5, + 3872.5, + 3850.0, + 3840.5, + 3844.5, + 3825.5, + 3826.5, + 3844.0, + 3858.5, + 3858.0, + 3877.5, + 3878.5, + 3857.0, + 3867.5, + 3857.0, + 3849.0, + 3840.0, + 3868.0, + 3834.0, + 3853.0, + 3882.5, + 3859.0, + 3863.5, + 3880.5, + 3850.5, + 3849.0, + 3833.5, + 3841.5, + 3865.5, + 3852.5, + 3859.5, + 3841.5, + 3849.5, + 3854.5, + 3843.0, + 3836.0, + 3850.5, + 3851.0, + 3872.0, + 3871.0, + 3859.5, + 3870.0, + 3867.0, + 3854.0, + 3841.5, + 3848.0, + 3853.5, + 3860.5, + 3858.0, + 3864.5, + 3863.0, + 3864.5, + 3858.0, + 3887.5, + 3881.0, + 3866.5, + 3859.0, + 3861.5, + 3868.0, + 3854.0, + 3869.0, + 3842.0, + 3845.0, + 3850.5, + 3847.0, + 3842.5, + 3829.0, + 3847.0, + 3860.0, + 3861.0, + 3832.0, + 3858.0, + 3861.0, + 3895.5, + 3896.0, + 3894.0, + 3877.0, + 3870.0, + 3855.5, + 3868.5, + 3863.5, + 3845.0, + 3830.0, + 3855.5, + 3860.5, + 3849.0, + 3844.5, + 3840.5, + 3842.0, + 3863.0, + 3855.0, + 3843.0, + 3855.0, + 3869.5, + 3873.5, + 3857.5, + 3852.5, + 3852.0, + 3857.5, + 3874.5, + 3872.0, + 3837.0, + 3850.5, + 3877.5, + 3861.5, + 3843.5, + 3861.0, + 3876.5, + 3875.0, + 3883.0, + 3882.5, + 3846.0, + 3857.5, + 3834.5, + 3836.5 + ], + "strengths": [ + 102.20001220703125, + 84.70001220703125, + 113.4903564453125, + 78.1036376953125, + 41.20001220703125, + 48.4000244140625, + 61.20001220703125, + 76.60003662109375, + 96.4000244140625, + 88.20001220703125, + 56.79998779296875, + 52.79998779296875, + 24.79998779296875, + -13.5999755859375, + -44.39996337890625, + -75.5999755859375, + -63.0, + -39.79998779296875, + -24.0, + -30.79998779296875, + 26.4000244140625, + 62.60003662109375, + 101.79998779296875, + 97.4000244140625, + 83.60003662109375, + 74.0, + 77.60003662109375, + 116.20001220703125, + 147.60003662109375, + 182.0, + 181.60003662109375, + 207.0, + 309.39996337890625, + 373.79998779296875, + 471.00006103515625, + 525.6000366210938, + 650.7999877929688, + 770.2000122070312, + 797.3999633789062, + 807.7999877929688, + 809.0000610351562, + 858.7999877929688, + 923.7999877929688, + 1178.199951171875, + 1243.199951171875, + 1438.800048828125, + 1512.800048828125, + 1562.39990234375, + 1703.0, + 1735.0, + 1904.199951171875, + 1975.0, + 2052.199951171875, + 2116.0, + 2114.800048828125, + 2222.199951171875, + 2210.89990234375, + 2226.099853515625, + 2240.599853515625, + 2205.5, + 2192.0, + 2225.099853515625, + 2215.199951171875, + 2323.099853515625, + 2363.300048828125, + 2397.39990234375, + 2437.39990234375, + 2413.5, + 2396.39990234375, + 2406.800048828125, + 2332.89990234375, + 2324.699951171875, + 2329.0, + 2299.39990234375, + 2320.89990234375, + 2325.699951171875, + 2337.099853515625, + 2322.89990234375, + 2306.89990234375, + 2322.800048828125, + 2382.099853515625, + 2320.300048828125, + 2351.699951171875, + 2320.199951171875, + 2261.099853515625, + 2380.5, + 2422.699951171875, + 2357.300048828125, + 2377.89990234375, + 2367.199951171875, + 2377.199951171875, + 2458.39990234375, + 2489.39990234375, + 2462.099853515625, + 2434.099853515625, + 2394.39990234375, + 2387.800048828125, + 2402.89990234375, + 2466.89990234375, + 2526.89990234375, + 2492.599853515625, + 2467.099853515625, + 2451.300048828125, + 2387.0, + 2437.699951171875, + 2435.39990234375, + 2451.300048828125, + 2504.300048828125, + 2508.39990234375, + 2607.89990234375, + 2668.099853515625, + 2637.599853515625, + 2702.300048828125, + 2652.199951171875, + 2651.300048828125, + 2651.5, + 2587.800048828125, + 2527.89990234375, + 2472.099853515625, + 2461.0, + 2518.300048828125, + 2594.199951171875, + 2577.300048828125, + 2544.599853515625, + 2457.599853515625, + 2422.300048828125, + 2464.599853515625, + 2486.800048828125, + 2582.699951171875, + 2619.39990234375, + 2570.300048828125, + 2519.800048828125, + 2477.599853515625, + 2577.800048828125, + 2633.699951171875, + 2608.300048828125, + 2616.199951171875, + 2495.39990234375, + 2598.199951171875, + 2582.5, + 2596.300048828125, + 2607.800048828125, + 2529.099853515625, + 2583.699951171875, + 2624.800048828125, + 2634.89990234375, + 2700.89990234375, + 2753.5, + 2709.699951171875, + 2673.39990234375, + 2690.300048828125, + 2643.39990234375, + 2642.599853515625, + 2674.0, + 2604.800048828125, + 2566.599853515625, + 2509.300048828125, + 2505.099853515625, + 2546.199951171875, + 2553.89990234375, + 2688.89990234375, + 2656.199951171875, + 2673.300048828125, + 2682.5, + 2661.89990234375, + 2633.5, + 2618.5, + 2637.800048828125, + 2671.699951171875, + 2771.0, + 2742.800048828125, + 2774.5, + 2738.300048828125, + 2777.800048828125, + 2725.800048828125, + 2796.0, + 2715.39990234375, + 2688.699951171875, + 2739.0, + 2757.800048828125, + 2814.099853515625, + 2742.599853515625, + 2728.699951171875, + 2777.300048828125, + 2785.099853515625, + 2833.699951171875, + 2789.89990234375, + 2664.39990234375, + 2634.599853515625, + 2670.199951171875, + 2713.199951171875, + 2825.89990234375, + 2934.89990234375, + 2959.599853515625, + 2869.099853515625, + 2860.300048828125, + 2884.699951171875, + 2909.800048828125, + 3002.300048828125, + 2997.199951171875, + 3048.0, + 2990.699951171875, + 2989.699951171875, + 2961.5, + 2947.89990234375, + 2949.099853515625, + 2928.0, + 3007.800048828125, + 3023.800048828125, + 3047.300048828125, + 2971.0, + 3000.300048828125, + 2990.199951171875, + 2993.699951171875, + 2940.599853515625, + 2901.199951171875, + 2910.300048828125, + 2920.199951171875, + 2929.599853515625, + 2961.89990234375, + 3006.099853515625, + 3064.699951171875, + 3171.300048828125, + 3108.599853515625, + 3012.599853515625, + 2976.800048828125, + 2975.800048828125, + 2971.099853515625, + 2943.5, + 2932.099853515625, + 3014.800048828125, + 3008.89990234375, + 2973.099853515625, + 2941.0, + 2999.300048828125, + 3012.300048828125, + 3106.599853515625, + 3097.599853515625, + 3024.89990234375, + 2967.099853515625, + 2889.39990234375, + 2908.5, + 2952.89990234375, + 3002.39990234375, + 2977.099853515625, + 2892.300048828125, + 2948.800048828125, + 3026.800048828125, + 3150.699951171875, + 3151.599853515625, + 3111.89990234375, + 3057.599853515625, + 3016.800048828125, + 3048.5, + 3005.300048828125, + 3022.39990234375, + 3039.099853515625, + 3016.099853515625, + 3063.699951171875, + 3093.099853515625, + 3131.0, + 3163.5, + 3115.800048828125, + 3026.800048828125, + 2972.800048828125, + 3025.300048828125, + 3046.099853515625, + 3105.89990234375, + 3064.699951171875, + 3094.800048828125, + 3111.89990234375, + 3168.599853515625, + 3172.599853515625, + 3166.599853515625, + 3086.0, + 3007.699951171875, + 2970.199951171875, + 3038.099853515625, + 3020.199951171875, + 3009.099853515625, + 2966.39990234375, + 3035.099853515625, + 3145.0, + 3202.89990234375, + 3265.800048828125, + 3176.599853515625, + 3165.199951171875, + 3012.800048828125, + 3007.199951171875, + 2986.89990234375, + 3023.5, + 3128.0, + 3190.099853515625, + 3170.300048828125, + 3136.099853515625, + 3097.699951171875, + 3166.800048828125, + 3202.0, + 3241.300048828125, + 3171.39990234375, + 3117.099853515625, + 3102.099853515625, + 3072.39990234375, + 3089.699951171875, + 3090.099853515625, + 3104.699951171875, + 3071.199951171875, + 3050.199951171875, + 3012.0, + 3010.599853515625, + 3049.89990234375, + 3119.800048828125, + 3133.0, + 3112.800048828125, + 3073.5, + 3042.599853515625, + 3024.699951171875, + 3042.599853515625, + 3028.599853515625, + 3040.5, + 2972.300048828125, + 3034.5, + 3128.199951171875, + 3158.5, + 3153.199951171875, + 3134.5, + 3146.800048828125, + 3102.199951171875, + 3089.0, + 3055.599853515625, + 3136.5, + 3127.699951171875, + 3154.199951171875, + 3106.39990234375, + 3041.89990234375, + 2923.5, + 2962.199951171875, + 3001.89990234375, + 3028.699951171875, + 2995.099853515625, + 2951.5, + 2968.39990234375, + 2981.599853515625, + 3065.89990234375, + 3169.099853515625, + 3156.5, + 3123.89990234375, + 3076.89990234375, + 3082.800048828125, + 3068.0, + 3073.300048828125, + 3057.199951171875, + 3063.099853515625, + 3099.800048828125, + 3161.800048828125, + 3119.39990234375, + 3094.39990234375, + 3099.199951171875, + 3157.199951171875, + 3152.800048828125, + 3177.5, + 3107.599853515625, + 3068.5, + 3056.199951171875, + 3100.699951171875, + 3141.300048828125, + 3149.89990234375, + 3137.5, + 3126.0, + 3079.199951171875, + 3130.800048828125, + 3046.89990234375, + 3069.199951171875, + 2998.300048828125, + 3092.39990234375, + 3090.39990234375, + 3084.199951171875, + 3099.699951171875, + 3126.699951171875, + 3093.099853515625, + 3077.89990234375, + 3046.5, + 3107.89990234375, + 3175.599853515625, + 3161.099853515625, + 3099.699951171875, + 3100.39990234375, + 3093.89990234375, + 3084.39990234375, + 3090.699951171875, + 3080.699951171875, + 3177.0, + 3161.0, + 3150.0, + 3130.300048828125, + 3189.300048828125, + 3174.099853515625, + 3134.5, + 3175.39990234375, + 3171.39990234375, + 3142.599853515625, + 3083.0, + 3020.5, + 3028.89990234375, + 3010.300048828125, + 3020.5, + 3018.89990234375, + 3080.89990234375, + 3065.39990234375, + 3117.39990234375, + 3115.800048828125, + 3088.800048828125, + 3014.39990234375, + 3029.300048828125, + 3098.800048828125, + 3084.0, + 3138.5, + 3122.89990234375, + 3105.39990234375, + 3072.39990234375, + 3014.699951171875, + 3031.699951171875, + 3103.699951171875, + 3153.199951171875, + 3071.199951171875, + 3043.89990234375, + 3015.39990234375, + 3083.300048828125, + 3133.300048828125, + 3197.800048828125, + 3142.5, + 3071.300048828125, + 3095.300048828125, + 3091.89990234375, + 3013.599853515625, + 2964.39990234375, + 2998.0, + 3041.599853515625, + 3130.599853515625, + 3090.099853515625, + 3079.199951171875, + 3108.199951171875, + 3097.699951171875, + 3068.0, + 3053.5, + 3127.699951171875, + 3148.699951171875, + 3144.89990234375, + 3056.89990234375, + 3064.39990234375, + 3130.199951171875, + 3129.699951171875, + 3147.199951171875, + 3137.5, + 3107.89990234375, + 3026.599853515625, + 3065.300048828125, + 3104.39990234375, + 3103.199951171875, + 3082.199951171875, + 3058.699951171875, + 3062.199951171875, + 3057.199951171875, + 3064.199951171875, + 3086.199951171875, + 3080.39990234375, + 3096.89990234375, + 3096.099853515625, + 3042.599853515625, + 3046.199951171875, + 3101.699951171875, + 3096.300048828125, + 3126.699951171875, + 3165.800048828125, + 3215.39990234375, + 3205.39990234375, + 3160.39990234375, + 3142.699951171875, + 3191.699951171875, + 3204.699951171875, + 3186.199951171875, + 3161.699951171875, + 3186.199951171875, + 3145.699951171875, + 3108.5, + 3152.5, + 3138.5, + 3157.699951171875, + 3132.89990234375, + 3120.5, + 3151.5, + 3178.300048828125, + 3181.199951171875, + 3184.89990234375, + 3157.39990234375, + 3152.39990234375, + 3101.300048828125, + 3039.300048828125, + 3089.599853515625, + 3161.699951171875, + 3153.199951171875, + 3158.199951171875, + 3150.199951171875, + 3167.699951171875, + 3152.699951171875, + 3179.699951171875, + 3203.699951171875, + 3203.699951171875, + 3214.39990234375, + 3215.199951171875, + 3200.199951171875, + 3196.5, + 3147.199951171875, + 3151.199951171875, + 3095.199951171875, + 3062.199951171875, + 3082.699951171875, + 3124.199951171875, + 3168.800048828125, + 3134.5, + 3143.199951171875, + 3146.5, + 3142.699951171875, + 3132.89990234375, + 3133.89990234375, + 3152.699951171875, + 3176.199951171875, + 3177.199951171875, + 3167.699951171875, + 3185.199951171875, + 3156.699951171875, + 3094.199951171875, + 3148.199951171875, + 3146.699951171875, + 3114.699951171875, + 3114.699951171875, + 3104.599853515625, + 3148.099853515625, + 3162.199951171875, + 3142.699951171875, + 3182.699951171875, + 3197.699951171875, + 3231.199951171875, + 3233.199951171875, + 3209.599853515625, + 3224.099853515625, + 3214.199951171875, + 3191.699951171875, + 3179.199951171875, + 3186.699951171875, + 3173.699951171875, + 3179.199951171875, + 3183.199951171875, + 3182.0, + 3204.5, + 3175.5, + 3170.89990234375, + 3175.39990234375, + 3195.89990234375, + 3175.199951171875, + 3178.199951171875, + 3191.199951171875, + 3243.599853515625, + 3191.099853515625, + 3203.099853515625, + 3166.199951171875, + 3179.199951171875, + 3198.199951171875, + 3171.0, + 3182.599853515625, + 3162.599853515625, + 3147.5, + 3177.699951171875, + 3174.699951171875, + 3198.39990234375, + 3199.89990234375, + 3207.39990234375, + 3182.599853515625, + 3142.89990234375, + 3116.5, + 3138.5, + 3175.699951171875, + 3187.89990234375, + 3169.89990234375, + 3116.699951171875, + 3145.699951171875, + 3139.199951171875, + 3152.699951171875, + 3145.699951171875, + 3158.199951171875, + 3174.199951171875, + 3179.199951171875, + 3169.199951171875, + 3175.199951171875, + 3223.199951171875, + 3243.199951171875, + 3227.199951171875, + 3164.199951171875, + 3119.199951171875, + 3147.199951171875, + 3191.199951171875, + 3177.300048828125, + 3167.800048828125, + 3154.199951171875, + 3172.699951171875, + 3169.800048828125, + 3157.0, + 3175.39990234375, + 3161.39990234375, + 3140.699951171875, + 3140.699951171875, + 3116.199951171875, + 3138.199951171875, + 3172.199951171875, + 3172.800048828125, + 3148.300048828125, + 3120.199951171875, + 3137.199951171875, + 3126.199951171875, + 3129.699951171875, + 3075.699951171875, + 3074.199951171875, + 3091.199951171875, + 3144.199951171875, + 3176.699951171875, + 3152.699951171875, + 3171.199951171875, + 3188.199951171875, + 3159.199951171875, + 3144.699951171875, + 3130.199951171875, + 3144.199951171875, + 3161.199951171875, + 3161.199951171875, + 3160.699951171875, + 3169.199951171875, + 3191.699951171875, + 3177.699951171875, + 3146.199951171875, + 3156.699951171875, + 3193.199951171875, + 3216.699951171875, + 3217.699951171875, + 3180.199951171875, + 3163.800048828125, + 3132.300048828125, + 3145.199951171875, + 3175.199951171875, + 3192.199951171875, + 3198.0, + 3195.5, + 3221.699951171875, + 3185.199951171875, + 3139.199951171875, + 3149.699951171875, + 3197.199951171875, + 3216.199951171875, + 3143.199951171875, + 3142.199951171875, + 3128.199951171875, + 3141.199951171875, + 3148.199951171875, + 3176.699951171875, + 3152.699951171875, + 3149.199951171875, + 3158.699951171875, + 3171.699951171875, + 3200.199951171875, + 3179.199951171875, + 3183.199951171875, + 3180.699951171875, + 3194.199951171875, + 3198.199951171875, + 3198.699951171875, + 3189.699951171875, + 3158.699951171875, + 3140.199951171875, + 3176.699951171875, + 3204.199951171875, + 3152.699951171875, + 3133.699951171875, + 3122.199951171875, + 3160.199951171875, + 3138.199951171875, + 3118.199951171875, + 3138.199951171875, + 3162.199951171875, + 3198.699951171875, + 3170.699951171875, + 3200.699951171875, + 3206.199951171875, + 3220.199951171875, + 3171.199951171875, + 3144.199951171875, + 3140.699951171875, + 3143.199951171875, + 3125.699951171875, + 3130.699951171875, + 3135.699951171875, + 3153.699951171875, + 3165.199951171875, + 3137.699951171875, + 3156.699951171875, + 3157.699951171875, + 3158.199951171875, + 3139.699951171875, + 3184.199951171875, + 3190.199951171875, + 3161.599853515625, + 3141.599853515625, + 3163.099853515625, + 3170.5, + 3138.0, + 3149.199951171875, + 3157.199951171875, + 3169.099853515625, + 3141.599853515625, + 3161.099853515625, + 3177.699951171875, + 3160.699951171875, + 3143.699951171875, + 3121.699951171875, + 3098.199951171875, + 3130.699951171875, + 3142.199951171875, + 3105.699951171875, + 3105.699951171875, + 3145.199951171875, + 3136.699951171875, + 3131.199951171875, + 3127.699951171875, + 3118.699951171875, + 3147.199951171875, + 3150.199951171875, + 3129.199951171875, + 3122.199951171875, + 3149.199951171875, + 3174.199951171875, + 3176.199951171875, + 3153.199951171875, + 3141.699951171875, + 3115.699951171875, + 3102.699951171875, + 3151.699951171875, + 3127.199951171875, + 3148.699951171875, + 3165.199951171875, + 3152.699951171875, + 3145.199951171875, + 3154.699951171875, + 3127.699951171875, + 3144.199951171875, + 3171.199951171875, + 3136.199951171875, + 3118.199951171875, + 3141.599853515625, + 3146.099853515625, + 3154.199951171875, + 3161.699951171875, + 3162.199951171875, + 3167.199951171875, + 3138.89990234375, + 3161.39990234375, + 3137.199951171875, + 3142.199951171875, + 3134.699951171875, + 3125.199951171875, + 3150.199951171875, + 3153.699951171875, + 3167.699951171875, + 3160.199951171875, + 3161.699951171875, + 3163.699951171875, + 3180.699951171875, + 3183.699951171875, + 3207.199951171875, + 3192.199951171875, + 3154.099853515625, + 3145.599853515625, + 3166.699951171875, + 3164.699951171875, + 3152.199951171875, + 3176.199951171875, + 3165.199951171875, + 3151.199951171875, + 3150.699951171875, + 3187.699951171875, + 3164.699951171875, + 3120.699951171875, + 3127.199951171875, + 3100.699951171875, + 3104.699951171875, + 3134.699951171875, + 3154.199951171875, + 3150.199951171875, + 3156.199951171875, + 3168.699951171875, + 3151.099853515625, + 3127.099853515625, + 3145.699951171875, + 3154.199951171875, + 3146.699951171875, + 3140.699951171875, + 3167.199951171875, + 3175.199951171875, + 3166.699951171875, + 3142.699951171875, + 3143.699951171875, + 3131.199951171875, + 3146.199951171875, + 3148.199951171875, + 3155.199951171875, + 3155.199951171875, + 3142.199951171875, + 3153.699951171875, + 3154.699951171875, + 3165.199951171875, + 3192.199951171875, + 3193.699951171875, + 3179.199951171875, + 3182.199951171875, + 3173.199951171875, + 3183.199951171875, + 3164.699951171875, + 3153.199951171875, + 3147.699951171875, + 3167.199951171875, + 3162.199951171875, + 3163.699951171875, + 3169.199951171875, + 3142.699951171875, + 3138.199951171875, + 3129.699951171875, + 3138.699951171875, + 3136.599853515625, + 3116.89990234375, + 3135.5, + 3137.199951171875, + 3134.699951171875, + 3129.199951171875, + 3154.699951171875, + 3136.300048828125, + 3144.800048828125, + 3123.699951171875, + 3135.199951171875, + 3176.199951171875, + 3159.199951171875, + 3148.699951171875, + 3128.699951171875, + 3133.699951171875, + 3138.199951171875, + 3155.699951171875, + 3147.699951171875, + 3148.699951171875, + 3129.699951171875, + 3136.199951171875, + 3157.699951171875, + 3117.199951171875, + 3122.199951171875, + 3142.199951171875, + 3136.199951171875, + 3149.699951171875, + 3160.199951171875, + 3140.699951171875, + 3132.699951171875, + 3122.699951171875, + 3118.699951171875, + 3160.599853515625, + 3175.099853515625, + 3163.199951171875, + 3166.699951171875, + 3154.199951171875, + 3121.699951171875, + 3135.199951171875, + 3117.699951171875, + 3149.699951171875, + 3164.199951171875, + 3160.199951171875, + 3143.699951171875, + 3125.199951171875, + 3116.699951171875, + 3139.699951171875, + 3151.199951171875, + 3130.199951171875, + 3132.699951171875, + 3137.699951171875, + 3154.699951171875, + 3132.199951171875, + 3122.699951171875, + 3126.699951171875, + 3107.699951171875, + 3108.699951171875, + 3126.199951171875, + 3140.699951171875, + 3140.199951171875, + 3159.699951171875, + 3160.699951171875, + 3139.199951171875, + 3149.699951171875, + 3139.199951171875, + 3131.199951171875, + 3122.199951171875, + 3150.199951171875, + 3116.199951171875, + 3135.199951171875, + 3164.699951171875, + 3141.199951171875, + 3145.699951171875, + 3162.699951171875, + 3132.699951171875, + 3131.199951171875, + 3115.699951171875, + 3123.699951171875, + 3147.699951171875, + 3134.699951171875, + 3141.699951171875, + 3123.699951171875, + 3131.699951171875, + 3136.699951171875, + 3125.199951171875, + 3118.199951171875, + 3132.699951171875, + 3133.199951171875, + 3154.199951171875, + 3153.199951171875, + 3141.699951171875, + 3152.199951171875, + 3149.199951171875, + 3136.199951171875, + 3123.699951171875, + 3130.199951171875, + 3135.699951171875, + 3142.699951171875, + 3140.199951171875, + 3146.699951171875, + 3145.199951171875, + 3146.699951171875, + 3140.199951171875, + 3169.699951171875, + 3163.199951171875, + 3148.699951171875, + 3141.199951171875, + 3143.699951171875, + 3150.199951171875, + 3136.199951171875, + 3151.199951171875, + 3124.199951171875, + 3127.199951171875, + 3132.699951171875, + 3129.199951171875, + 3124.699951171875, + 3111.199951171875, + 3129.199951171875, + 3142.199951171875, + 3143.199951171875, + 3114.199951171875, + 3140.199951171875, + 3143.199951171875, + 3177.699951171875, + 3178.199951171875, + 3176.199951171875, + 3159.199951171875, + 3152.199951171875, + 3137.699951171875, + 3150.699951171875, + 3145.699951171875, + 3127.199951171875, + 3112.199951171875, + 3137.699951171875, + 3142.699951171875, + 3131.199951171875, + 3126.699951171875, + 3122.699951171875, + 3124.199951171875, + 3145.199951171875, + 3137.199951171875, + 3125.199951171875, + 3137.199951171875, + 3151.699951171875, + 3155.699951171875, + 3139.699951171875, + 3134.699951171875, + 3134.199951171875, + 3139.699951171875, + 3156.699951171875, + 3154.199951171875, + 3119.199951171875, + 3132.699951171875, + 3159.699951171875, + 3143.699951171875, + 3125.699951171875, + 3143.199951171875, + 3158.699951171875, + 3157.199951171875, + 3165.199951171875, + 3164.699951171875, + 3128.199951171875, + 3139.699951171875, + 3116.699951171875, + 3118.699951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 7.734082464594394e-05, + 6.071437383070588e-05, + 5.334457819117233e-05, + 5.007124855183065e-05, + 4.6617278712801635e-05, + 4.287892079446465e-05, + 3.9038270188029855e-05, + 3.520486643537879e-05, + 3.2392610592069104e-05, + 3.083053888985887e-05, + 2.951084024971351e-05, + 2.892580050684046e-05, + 2.9250884836073965e-05, + 3.040758747374639e-05, + 3.2715593988541514e-05, + 3.50367663486395e-05, + 3.674099571071565e-05, + 3.787790046771988e-05, + 3.9475897210650146e-05, + 3.808753172052093e-05, + 3.518210360198282e-05, + 3.137500971206464e-05, + 2.8500391636043787e-05, + 2.646335087774787e-05, + 2.4912926164688542e-05, + 2.3490538296755403e-05, + 2.1672733055311255e-05, + 1.9779608919634484e-05, + 1.7912223484017886e-05, + 1.6417650840594433e-05, + 1.5035985597933177e-05, + 1.3421588846540544e-05, + 1.1956906746490858e-05, + 1.0594412742648274e-05, + 9.475345905229915e-06, + 8.455554052488878e-06, + 7.5746879701910075e-06, + 6.896309969306458e-06, + 6.366060915752314e-06, + 5.942831194261089e-06, + 5.577160663960967e-06, + 5.253791186987655e-06, + 4.918242211715551e-06, + 4.632029686035821e-06, + 4.363061634649057e-06, + 4.132418325752951e-06, + 3.935094355256297e-06, + 3.75514946426847e-06, + 3.600277068471769e-06, + 3.455520527495537e-06, + 3.326957994431723e-06, + 3.2114810437633423e-06, + 3.107656311840401e-06, + 3.0162223083607387e-06, + 2.9308964712981833e-06, + 2.8549677608680213e-06, + 2.785968945318018e-06, + 2.7228404633206083e-06, + 2.6659288323571673e-06, + 2.6137449822272174e-06, + 2.5646354515629355e-06, + 2.5191163786075776e-06, + 2.4745677364990115e-06, + 2.4322259832842974e-06, + 2.391992893535644e-06, + 2.3535872060165275e-06, + 2.317768348802929e-06, + 2.2841418285679538e-06, + 2.2521171558764763e-06, + 2.222579496446997e-06, + 2.19447429117281e-06, + 2.1675334664905677e-06, + 2.1420296434371267e-06, + 2.1173034383537015e-06, + 2.0934760414093034e-06, + 2.0704217149614124e-06, + 2.048329179160646e-06, + 2.0271418179618195e-06, + 2.0065169792360393e-06, + 1.9860635802615434e-06, + 1.966777972484124e-06, + 1.947831151483115e-06, + 1.9296962818771135e-06, + 1.9125202470604563e-06, + 1.8949433524539927e-06, + 1.877569843600213e-06, + 1.8611358427733649e-06, + 1.8450009520165622e-06, + 1.829358780014445e-06, + 1.8140517568099312e-06, + 1.7986290004046168e-06, + 1.7834186110121664e-06, + 1.768758238540613e-06, + 1.7546192339068512e-06, + 1.7410363852832234e-06, + 1.7277965298490017e-06, + 1.7147683593066176e-06, + 1.701691871858202e-06, + 1.6886025377971237e-06, + 1.6759819345679716e-06, + 1.6637611679470865e-06, + 1.651873390073888e-06, + 1.6405296037191874e-06, + 1.6291719475702848e-06, + 1.6180476904992247e-06, + 1.607067815712071e-06, + 1.5960691825966933e-06, + 1.5852676824579248e-06, + 1.5742606365165557e-06, + 1.5632301710866159e-06, + 1.552547246319591e-06, + 1.5418228258567979e-06, + 1.5315063137677498e-06, + 1.5213921642498462e-06, + 1.5114687812456395e-06, + 1.5019611510069808e-06, + 1.4928343716746895e-06, + 1.484056383560528e-06, + 1.4754567700947518e-06, + 1.4667971299786586e-06, + 1.458022893530142e-06, + 1.4494498827843927e-06, + 1.4411212987397448e-06, + 1.4332001683214912e-06, + 1.425505502083979e-06, + 1.417788780599949e-06, + 1.4101151464274153e-06, + 1.402264160788036e-06, + 1.394423634337727e-06, + 1.3868460655430681e-06, + 1.379524633193796e-06, + 1.3724257996727829e-06, + 1.3651430208483362e-06, + 1.357810219815292e-06, + 1.350653292320203e-06, + 1.3435769687930588e-06, + 1.3369192402024055e-06, + 1.3300799537319108e-06, + 1.3233744766694144e-06, + 1.3167240240363753e-06, + 1.3101338254273287e-06, + 1.3038256838626694e-06, + 1.2974637684237678e-06, + 1.2910850273328833e-06, + 1.2847657444581273e-06, + 1.2783741567545803e-06, + 1.271946757697151e-06, + 1.2657069419219624e-06, + 1.259631176253606e-06, + 1.25359531466529e-06, + 1.2477396467147628e-06, + 1.2419578752087546e-06, + 1.236179514307878e-06, + 1.2306184089538874e-06, + 1.2252024816916673e-06, + 1.2199662933198852e-06, + 1.2147955885666306e-06, + 1.2095973715986474e-06, + 1.2044404229527572e-06, + 1.1990725852228934e-06, + 1.1938317356907646e-06, + 1.1886174888786627e-06, + 1.18344519250968e-06, + 1.178370666821138e-06, + 1.173405962617835e-06, + 1.1685228855640162e-06, + 1.1636568615358556e-06, + 1.1587817425606772e-06, + 1.153782022811356e-06, + 1.148889168689493e-06, + 1.143995177699253e-06, + 1.1392188525860547e-06, + 1.1344270660629263e-06, + 1.129776137531735e-06, + 1.1250575653320993e-06, + 1.1205241889911122e-06, + 1.1160819894939777e-06, + 1.1116034102087724e-06, + 1.1071413155150367e-06, + 1.1026364745703177e-06, + 1.0982920457536238e-06, + 1.0940136689896462e-06, + 1.089703346224269e-06, + 1.0854253105208045e-06, + 1.0811176025526947e-06, + 1.0769200571303372e-06, + 1.0729504538176116e-06, + 1.0690615681596682e-06, + 1.065156311597093e-06, + 1.0612254754960304e-06, + 1.0571710618023644e-06, + 1.0530031886446523e-06, + 1.0488445241207955e-06, + 1.0448542298036045e-06, + 1.0409155493107392e-06, + 1.0369825531597598e-06, + 1.033054672916478e-06, + 1.029043119160633e-06, + 1.0250796549371444e-06, + 1.021090724862006e-06, + 1.0172167321798042e-06, + 1.013382984638156e-06, + 1.0096226787936757e-06, + 1.0059160331366002e-06, + 1.002243493530841e-06, + 9.986318900701008e-07, + 9.94957190414425e-07, + 9.91298861663381e-07, + 9.876481499304646e-07, + 9.841227210927173e-07, + 9.805959280129173e-07, + 9.771139275471796e-07, + 9.73660121417197e-07, + 9.702986289994442e-07, + 9.670113740867237e-07, + 9.63742536441714e-07, + 9.604913202565513e-07, + 9.572577255312353e-07, + 9.540171959088184e-07, + 9.507573395239888e-07, + 9.474638318351936e-07, + 9.440874464416993e-07, + 9.40808661198389e-07, + 9.376595357935003e-07, + 9.345745297650865e-07, + 9.315166948908882e-07, + 9.284893280891993e-07, + 9.255149961973075e-07, + 9.225763619724603e-07, + 9.195798043037939e-07, + 9.16614112611569e-07, + 9.137078222920536e-07, + 9.108560448112257e-07, + 9.079711844606209e-07, + 9.050974085766939e-07, + 9.021583196044958e-07, + 8.992525408757501e-07, + 8.964381663645327e-07, + 8.936995072872378e-07, + 8.910528208616597e-07, + 8.884085787030926e-07, + 8.857442708176677e-07, + 8.830561455397401e-07, + 8.804110507298901e-07, + 8.778604865256057e-07, + 8.752792837185552e-07, + 8.726497640054731e-07, + 8.699342970430735e-07, + 8.672399189890712e-07, + 8.646007358947827e-07, + 8.620276616966294e-07, + 8.595080203122052e-07, + 8.569809324399102e-07, + 8.545081868760462e-07, + 8.520395908817591e-07, + 8.495755992043996e-07, + 8.4714804415853e-07, + 8.447003096989647e-07, + 8.422473456448643e-07, + 8.397829560635728e-07, + 8.373118021154369e-07, + 8.34896184187528e-07, + 8.325665135089366e-07, + 8.302943115268135e-07, + 8.279980079350935e-07, + 8.257020454038866e-07, + 8.23377774850087e-07, + 8.211005706471042e-07, + 8.188172273548844e-07, + 8.165375220414717e-07, + 8.142329193105979e-07, + 8.119420726870885e-07, + 8.096720307548821e-07, + 8.074753736764251e-07, + 8.053488613768423e-07, + 8.032625942178129e-07, + 8.011425620679802e-07, + 7.990489052644989e-07, + 7.969765078996716e-07, + 7.94946686255571e-07, + 7.928831564640859e-07, + 7.90759145274933e-07, + 7.886109756327642e-07, + 7.864360327403119e-07, + 7.843350999792165e-07, + 7.822560519343824e-07, + 7.802899517628248e-07, + 7.783397677485482e-07, + 7.764147085254081e-07, + 7.744781100882392e-07, + 7.724872261860583e-07, + 7.704702511546202e-07, + 7.684789125050884e-07, + 7.665219072805485e-07, + 7.646012250006606e-07, + 7.626501883351011e-07, + 7.606902272527805e-07, + 7.587192953906197e-07, + 7.56803444801335e-07, + 7.54932216295856e-07, + 7.53081451421167e-07, + 7.512596198466781e-07, + 7.494386409234721e-07, + 7.476284054064308e-07, + 7.458205573129817e-07, + 7.440430067617854e-07, + 7.422880230478768e-07, + 7.40564985335368e-07, + 7.388525204987673e-07, + 7.371277774836926e-07, + 7.353738169513235e-07, + 7.336228691201541e-07, + 7.318935786315706e-07, + 7.301960636141303e-07, + 7.285251513167168e-07, + 7.268734520948783e-07, + 7.252211844388512e-07, + 7.235857424348069e-07, + 7.219530289148679e-07, + 7.203656764431798e-07, + 7.187538813013816e-07, + 7.171016704887734e-07, + 7.154430363698339e-07, + 7.13796794116206e-07, + 7.121695944078965e-07, + 7.105453505573678e-07, + 7.089531095516577e-07, + 7.073763867992966e-07, + 7.058252435854229e-07, + 7.042417564662173e-07, + 7.026714570201875e-07, + 7.010966669440677e-07, + 6.995543344601174e-07, + 6.98052076586464e-07, + 6.966157002352702e-07, + 6.951676141397911e-07, + 6.937074772395135e-07, + 6.922419402144442e-07, + 6.908000500516209e-07, + 6.893862405377149e-07, + 6.879714078422694e-07, + 6.865573709546879e-07, + 6.851107627880992e-07, + 6.836233410467685e-07, + 6.821497890996397e-07, + 6.806992018937308e-07, + 6.792778890485351e-07, + 6.778610668334295e-07, + 6.764582280993636e-07, + 6.750601073690632e-07, + 6.736763111803157e-07, + 6.722967782479827e-07, + 6.709077524647e-07, + 6.694982630506274e-07, + 6.681148647658119e-07, + 6.667494290013565e-07, + 6.653887112406665e-07, + 6.640096330556844e-07, + 6.626394224440446e-07, + 6.612655170101789e-07, + 6.599286166419915e-07, + 6.586150220755371e-07, + 6.573130235665303e-07, + 6.559984626619553e-07, + 6.546733288814721e-07, + 6.533512078021886e-07, + 6.520407396237715e-07, + 6.507415264422889e-07, + 6.494678927992936e-07, + 6.481791388068814e-07, + 6.469309710155358e-07, + 6.456795631493151e-07, + 6.444626592383429e-07, + 6.432134114220389e-07, + 6.419708711291605e-07, + 6.407366299754358e-07, + 6.395020477611979e-07, + 6.382625201695191e-07, + 6.370420919665776e-07, + 6.358333166645025e-07, + 6.34642276509112e-07, + 6.334328759294294e-07, + 6.322028980321193e-07, + 6.30984402505419e-07, + 6.297951244960132e-07, + 6.286110760811425e-07, + 6.274348720580747e-07, + 6.26267592451768e-07, + 6.251032687032421e-07, + 6.239478693714773e-07, + 6.227617745935277e-07, + 6.215871053427691e-07, + 6.204219857863791e-07, + 6.192693717821385e-07, + 6.181004437166848e-07, + 6.169424295876524e-07, + 6.158040832815459e-07, + 6.14656073594233e-07, + 6.135147714303457e-07, + 6.123889306763886e-07, + 6.112892947385262e-07, + 6.102166025812039e-07, + 6.09145388352772e-07, + 6.080852017475991e-07, + 6.070259246371279e-07, + 6.059715929040976e-07, + 6.049001513019903e-07, + 6.038386572981835e-07, + 6.027636914041068e-07, + 6.016939551045652e-07, + 6.006380317558069e-07, + 5.996117806716939e-07, + 5.985847337797168e-07, + 5.975385874990025e-07, + 5.965017066955625e-07, + 5.954509560979204e-07, + 5.944098688814847e-07, + 5.93379013480444e-07, + 5.923633921156579e-07, + 5.913707923355105e-07, + 5.903766577830538e-07, + 5.893630259379279e-07, + 5.8833751381826e-07, + 5.873428676750336e-07, + 5.863610681444698e-07, + 5.853923426002439e-07, + 5.844057113790768e-07, + 5.834072567267867e-07, + 5.823924880132836e-07, + 5.813994334857853e-07, + 5.804328111480572e-07, + 5.794625508315221e-07, + 5.784972358924279e-07, + 5.775600016022508e-07, + 5.766416393271356e-07, + 5.757163989983383e-07, + 5.74781324758078e-07, + 5.738226036555716e-07, + 5.728801397708594e-07, + 5.719446107832482e-07, + 5.710040227313584e-07, + 5.700703127331508e-07, + 5.691492219739303e-07, + 5.682359756065125e-07, + 5.673040845977084e-07, + 5.663697493218933e-07, + 5.654402457366814e-07, + 5.645402438858582e-07, + 5.636415494336688e-07, + 5.627269388241984e-07, + 5.618161367237917e-07, + 5.609037998510757e-07, + 5.59997886284691e-07, + 5.59103966679686e-07, + 5.582367066381266e-07, + 5.573616022047645e-07, + 5.564787102230184e-07, + 5.555994562200794e-07, + 5.547294108509959e-07, + 5.538692562367942e-07, + 5.53011318515928e-07, + 5.521578714251518e-07, + 5.513056180461717e-07, + 5.504504656528297e-07, + 5.49600088106672e-07, + 5.487483463184617e-07, + 5.478999582919641e-07, + 5.470692485687323e-07, + 5.462405283651606e-07, + 5.453998142002092e-07, + 5.445637043521856e-07, + 5.437223649096268e-07, + 5.428738063528726e-07, + 5.420151865109801e-07, + 5.41162535228068e-07, + 5.403250042945729e-07, + 5.394952040660428e-07, + 5.386556267694687e-07, + 5.378157652558002e-07, + 5.369839186641912e-07, + 5.36161508080113e-07, + 5.353358005777409e-07, + 5.345235649656388e-07, + 5.33723891749105e-07, + 5.329158057065797e-07, + 5.321141998138046e-07, + 5.313106044013693e-07, + 5.305162744662084e-07, + 5.297277994031901e-07, + 5.289344358061498e-07, + 5.281371500132082e-07, + 5.273420242701832e-07, + 5.265489448902372e-07, + 5.257654152046598e-07, + 5.249859782452404e-07, + 5.242218890089134e-07, + 5.234755917626899e-07, + 5.227195742918411e-07, + 5.219485501584131e-07, + 5.211823008721694e-07, + 5.204175295148161e-07, + 5.196573624743905e-07, + 5.188957175050746e-07, + 5.181402684684144e-07, + 5.173810677661095e-07, + 5.166187406757672e-07, + 5.158591989129491e-07, + 5.150998276803875e-07, + 5.143429575582559e-07, + 5.135922265253612e-07, + 5.128450197844359e-07, + 5.12111910211388e-07, + 5.113803354106494e-07, + 5.106641651764221e-07, + 5.099579425404954e-07, + 5.092493893243955e-07, + 5.08533673837519e-07, + 5.078101708022587e-07, + 5.070968995823932e-07, + 5.063840831098787e-07, + 5.056729150965111e-07, + 5.049649303145998e-07, + 5.042615498496161e-07, + 5.035603294345492e-07, + 5.02857176343241e-07, + 5.021511242375709e-07, + 5.014472890252364e-07, + 5.007478307561541e-07, + 5.000468945581815e-07, + 4.993545417164569e-07, + 4.986780481885944e-07, + 4.979920618097822e-07, + 4.973085765413998e-07, + 4.966342999068729e-07, + 4.959621264788439e-07, + 4.952943299940671e-07, + 4.94619314395095e-07, + 4.939435598316777e-07, + 4.932740580443351e-07, + 4.92598246637499e-07, + 4.91921525735961e-07, + 4.9123997314382e-07, + 4.905602395410824e-07, + 4.898876682091213e-07, + 4.892143010692962e-07, + 4.885451971858856e-07, + 4.878830281995761e-07, + 4.872255203736131e-07, + 4.865685809818387e-07, + 4.859163595938298e-07, + 4.852651613873604e-07, + 4.846152137361059e-07, + 4.839675966650248e-07, + 4.833174784835137e-07, + 4.826753183806431e-07, + 4.820361141355534e-07, + 4.813979899154219e-07, + 4.807578193322115e-07, + 4.801237309948192e-07, + 4.794911205863173e-07, + 4.788578849002079e-07, + 4.782162932315259e-07, + 4.775870934281556e-07, + 4.769574957208533e-07, + 4.763370498039876e-07, + 4.757160354529333e-07, + 4.7509325895589427e-07, + 4.7447767315134115e-07, + 4.738617747079843e-07, + 4.7325158902822295e-07, + 4.7264620661735535e-07, + 4.7203681674545805e-07, + 4.714298995622812e-07, + 4.7082033916012733e-07, + 4.7021234195199213e-07, + 4.6960482791291724e-07, + 4.6900385086701135e-07, + 4.684121677200892e-07, + 4.678271920965926e-07, + 4.6723980062779447e-07, + 4.666472648295894e-07, + 4.660542174406146e-07, + 4.654663428027561e-07, + 4.648899505355075e-07, + 4.6430994871116127e-07, + 4.637328174794675e-07, + 4.631549188616191e-07, + 4.6258000452326087e-07, + 4.6200452175071405e-07, + 4.6142784526637115e-07, + 4.608519361681829e-07, + 4.6027952294025454e-07, + 4.5970773498993367e-07, + 4.591290121425118e-07, + 4.585484987273958e-07, + 4.5797253278578864e-07, + 4.5740949872197234e-07, + 4.568560427742341e-07, + 4.5629923306478304e-07, + 4.55736284266095e-07, + 4.551774566152744e-07, + 4.546218974610383e-07, + 4.5407028892441303e-07, + 4.535170603503502e-07, + 4.529659634044947e-07, + 4.524186465459934e-07, + 4.5186968122834514e-07, + 4.513247233717266e-07, + 4.5078485300109605e-07, + 4.5024651740277477e-07, + 4.49713894568049e-07, + 4.4917896957485937e-07, + 4.4863978132525517e-07, + 4.4810204258283193e-07, + 4.4756998818229476e-07, + 4.47044101292704e-07, + 4.4651682173935114e-07, + 4.459928391042922e-07, + 4.454697091205162e-07, + 4.4495700990410114e-07, + 4.444459307251236e-07, + 4.4393343046067457e-07, + 4.434135973951925e-07, + 4.4288978529039014e-07, + 4.4237137331037957e-07, + 4.418513697146409e-07, + 4.413300587202684e-07, + 4.408148868151329e-07, + 4.4030349499735166e-07, + 4.3979588326692465e-07, + 4.3928736204179586e-07, + 4.3877753341803327e-07, + 4.382690406146139e-07, + 4.3776202574008494e-07, + 4.372550392872654e-07, + 4.367458643628197e-07, + 4.3624027057376225e-07, + 4.3574107166932663e-07, + 4.352415601260873e-07, + 4.3473767163959565e-07, + 4.342314525729307e-07, + 4.337264556397713e-07, + 4.3322873466422607e-07, + 4.327349074628728e-07, + 4.322473330375942e-07, + 4.3175901964787045e-07, + 4.312673524964339e-07, + 4.3077437794636353e-07, + 4.3028185814364406e-07, + 4.297910436434904e-07, + 4.292975290809409e-07, + 4.2881094941549236e-07, + 4.283326404674881e-07, + 4.278540188806801e-07, + 4.2736945715660113e-07, + 4.2688330381679407e-07, + 4.2640945707717037e-07, + 4.2593700300130877e-07, + 4.254678458437411e-07, + 4.2499797814343765e-07, + 4.245283093951002e-07, + 4.2405559952385374e-07, + 4.2358766449979157e-07, + 4.231214916217141e-07, + 4.2265509136996116e-07, + 4.221880089971819e-07, + 4.21717913923203e-07, + 4.21252167370767e-07, + 4.207870460959384e-07, + 4.2032348801512853e-07, + 4.1985919096987345e-07, + 4.1939551920222584e-07, + 4.18932955881246e-07, + 4.1847289367069607e-07, + 4.1801848738032277e-07, + 4.1756788959901314e-07, + 4.1711319909154554e-07, + 4.166557516782632e-07, + 4.162068023561005e-07, + 4.1576168996471097e-07, + 4.1531933447913616e-07, + 4.148727157371468e-07, + 4.144302749864437e-07, + 4.139917848533514e-07, + 4.135515609959839e-07, + 4.1310909182357136e-07, + 4.126626436118386e-07, + 4.1222122604267497e-07, + 4.117767389288929e-07, + 4.113326497190428e-07, + 4.108877362796193e-07, + 4.1045069565370795e-07, + 4.1001845829669037e-07, + 4.0958775571198203e-07, + 4.091577920917189e-07, + 4.087312674982968e-07, + 4.083050839653879e-07, + 4.078792699147016e-07, + 4.074520632002532e-07, + 4.070243164733256e-07, + 4.0660137301529176e-07, + 4.0617689478494867e-07, + 4.0575329762759793e-07, + 4.053306668083678e-07, + 4.0491153185939766e-07, + 4.0448750837640546e-07, + 4.0406374068879813e-07, + 4.0364477627008455e-07, + 4.032294782518875e-07, + 4.028123612442869e-07, + 4.023952726583957e-07, + 4.019834705104586e-07, + 4.015711567717517e-07, + 4.0115878618962597e-07, + 4.0074587559502106e-07, + 4.00337512473925e-07, + 3.9992761458051973e-07, + 3.995165513970278e-07, + 3.9910864302328264e-07, + 3.987039178809937e-07, + 3.9830294440434955e-07, + 3.9790594996702566e-07, + 3.975057154548267e-07, + 3.971049409301486e-07, + 3.967097370605188e-07, + 3.9631547110730025e-07, + 3.959171124279237e-07, + 3.9552077168991673e-07, + 3.9512602256763785e-07, + 3.947326376874116e-07, + 3.943412991702644e-07, + 3.9394731743414013e-07, + 3.935538472887856e-07, + 3.931639298571099e-07, + 3.927757745714189e-07, + 3.9238517501871684e-07, + 3.9199238699438865e-07, + 3.916002810910868e-07, + 3.9121192685342976e-07, + 3.9082584635252715e-07, + 3.9044388699949195e-07, + 3.9006434349175834e-07, + 3.8967968407632725e-07, + 3.892988900133787e-07, + 3.889163622261549e-07, + 3.885327259922633e-07, + 3.8815147718196386e-07, + 3.877719905176491e-07, + 3.8739224805794947e-07, + 3.870165699026984e-07, + 3.8663981172248896e-07, + 3.8626066611868737e-07, + 3.8588655115745496e-07, + 3.8551542047571274e-07, + 3.851423855394387e-07, + 3.847696632419684e-07, + 3.8439677041424147e-07, + 3.8402387758651457e-07, + 3.836517521449423e-07, + 3.8327985407704546e-07, + 3.8291210557872546e-07, + 3.8254256651271135e-07, + 3.821766654255043e-07, + 3.818110201336822e-07, + 3.814470517227164e-07, + 3.810849875662825e-07, + 3.8072084862506017e-07, + 3.8035710758776986e-07, + 3.799925707426155e-07, + 3.7962971077831753e-07, + 3.7926747609162703e-07, + 3.7890583826083457e-07, + 3.7854303513995546e-07, + 3.781807151881367e-07, + 3.778165478252049e-07, + 3.77454881572703e-07, + 3.7709838807131746e-07, + 3.7674362829420716e-07, + 3.763872200579499e-07, + 3.760318065815227e-07, + 3.7567860999843106e-07, + 3.753235091608076e-07, + 3.7497039784284425e-07, + 3.746196171050542e-07, + 3.7426966059683764e-07, + 3.739163787486177e-07, + 3.735663938186917e-07, + 3.7322203638723295e-07, + 3.7287767895577417e-07, + 3.725369879248319e-07, + 3.7219658111098397e-07, + 3.718536163432873e-07, + 3.715092589118285e-07, + 3.711660667704564e-07, + 3.7082295989421254e-07, + 3.7047922774036124e-07, + 3.701381672271964e-07, + 3.698004320540349e-07, + 3.694613894822396e-07, + 3.6912217638018774e-07, + 3.687844696287357e-07, + 3.684481271193363e-07, + 3.681096529817296e-07, + 3.677710651572852e-07, + 3.6743412579198775e-07, + 3.671004265015654e-07, + 3.667673524887505e-07, + 3.664362679955957e-07, + 3.661043024294486e-07, + 3.657728484540712e-07, + 3.6544130921356555e-07, + 3.6511048051579564e-07, + 3.6478169818110473e-07, + 3.644524326773535e-07, + 3.641237356077909e-07, + 3.6379464063429623e-07, + 3.6346344245430373e-07, + 3.631327842867904e-07, + 3.6280431459090323e-07, + 3.624762427989481e-07, + 3.6214979104443046e-07, + 3.6182299822939967e-07, + 3.6149879178992705e-07, + 3.61176404339858e-07, + 3.6085526744500385e-07, + 3.605327947298065e-07, + 3.6021148730469577e-07, + 3.598907198920642e-07, + 3.59570037744561e-07, + 3.592527093587705e-07, + 3.5893648941964784e-07, + 3.5862174740941555e-07, + 3.583067496037984e-07, + 3.5799263287117356e-07, + 3.5768107409239747e-07, + 3.573683216018253e-07, + 3.57056023858604e-07, + 3.567446071883751e-07, + 3.564343558082328e-07, + 3.5612220017355867e-07, + 3.55812517227605e-07, + 3.555026353296853e-07, + 3.551953966507426e-07, + 3.5488770322444907e-07, + 3.5457657077131444e-07, + 3.542677688983531e-07, + 3.539605870628293e-07, + 3.5365599160286365e-07, + 3.533514814080263e-07, + 3.5304717016515497e-07, + 3.5274175047561585e-07, + 3.524377234498388e-07, + 3.5213423643654096e-07, + 3.5183313684683526e-07, + 3.5153203725712956e-07, + 3.512294597385335e-07, + 3.509313728500274e-07, + 3.506333712266496e-07, + 3.5033406220463803e-07, + 3.500359184727131e-07, + 3.497370641980524e-07, + 3.494378404411691e-07, + 3.491410325295874e-07, + 3.488455604383489e-07, + 3.4855159469771024e-07, + 3.482585952951922e-07, + 3.479622421309614e-07, + 3.4766515000228537e-07, + 3.473697063327563e-07, + 3.470745468803216e-07, + 3.467811211521621e-07, + 3.464912481376814e-07, + 3.462007214238838e-07, + 3.4591235476000293e-07, + 3.456216006725299e-07, + 3.4533007919890224e-07, + 3.450394956416858e-07, + 3.4475095844754833e-07, + 3.4446472341187473e-07, + 3.441797673531255e-07, + 3.43893276522067e-07, + 3.4360630252194824e-07, + 3.4332177278884046e-07, + 3.4303758411624585e-07, + 3.4275348070877953e-07, + 3.4246838254148315e-07, + 3.4218587074974494e-07, + 3.419047232000594e-07, + 3.4162377460233984e-07, + 3.4134504289795586e-07, + 3.410667659409228e-07, + 3.4078740895893134e-07, + 3.405073130124947e-07, + 3.402277855002467e-07, + 3.399470642762026e-07, + 3.3966679779950937e-07, + 3.3938897558982717e-07, + 3.391107270545035e-07, + 3.3883395644807024e-07, + 3.3855840797514247e-07, + 3.382841384791391e-07, + 3.3800796472860384e-07, + 3.377352584266191e-07, + 3.3746138683454774e-07, + 3.371854688793974e-07, + 3.369121372998052e-07, + 3.366388909853413e-07, + 3.3636470675446617e-07, + 3.360936489116284e-07, + 3.358232163463981e-07, + 3.355546311922808e-07, + 3.3528581866448803e-07, + 3.3501547136438603e-07, + 3.3474674410172156e-07, + 3.3447790315221937e-07, + 3.3421108014408674e-07, + 3.339440581839881e-07, + 3.3367712148901774e-07, + 3.3341166272293776e-07, + 3.3314728398181614e-07, + 3.328821378545399e-07, + 3.3261744647461455e-07, + 3.3235147611776483e-07, + 3.320860741951037e-07, + 3.31822150201333e-07, + 3.315577998819208e-07, + 3.3129421694866323e-07, + 3.3103219720942434e-07, + 3.3077168382078526e-07, + 3.305111135887273e-07, + 3.3025054335666937e-07, + 3.2998988785948313e-07, + 3.297298860616138e-07, + 3.2946985584203503e-07, + 3.2921039405664487e-07, + 3.289513017534773e-07, + 3.286932042101398e-07, + 3.284331455688516e-07, + 3.281741101091029e-07, + 3.279167231085012e-07, + 3.276604161328578e-07, + 3.274043649525993e-07, + 3.271482569289219e-07, + 3.2689374052097264e-07, + 3.2663845672686875e-07, + 3.263858161517419e-07, + 3.2613337452858104e-07, + 3.258809613271296e-07, + 3.2562925866841397e-07, + 3.2537835181756236e-07, + 3.2512900816072943e-07, + 3.24878641322357e-07, + 3.2462770604979596e-07, + 3.243771118377481e-07, + 3.2412927453151497e-07, + 3.238798171878443e-07, + 3.2363055879613967e-07, + 3.2337899824597116e-07, + 3.231278640214441e-07, + 3.2287735507452453e-07, + 3.2262860827358963e-07, + 3.2238088465419423e-07, + 3.221347242288175e-07, + 3.2188796694754274e-07, + 3.2164203389584145e-07, + 3.2139797667696257e-07, + 3.211555394955212e-07, + 3.209115106983518e-07, + 3.206675387446012e-07, + 3.204248741894844e-07, + 3.2018297702052223e-07, + 3.1994181881600525e-07, + 3.197009448285826e-07, + 3.1945887712936383e-07, + 3.19217861033394e-07, + 3.189781807577674e-07, + 3.1873798889137106e-07, + 3.1849708648223896e-07, + 3.18256326181654e-07, + 3.180171859185066e-07, + 3.1777886988493265e-07, + 3.1754098017700016e-07, + 3.1730306204735825e-07, + 3.1706431968814286e-07, + 3.168261457631161e-07, + 3.1659101296099834e-07, + 3.1635528330298257e-07, + 3.1611793360752927e-07, + 3.158822039495135e-07, + 3.15648208015773e-07, + 3.154133025873307e-07, + 3.151776581944432e-07, + 3.149425253923255e-07, + 3.1470719363824173e-07, + 3.1447228820979944e-07, + 3.142405091693945e-07, + 3.1400827538163867e-07, + 3.1377811637867126e-07, + 3.135482131710887e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.005845557898283005, + 0.004480374976992607, + 0.0038952305912971497, + 0.0036406696308404207, + 0.003375652013346553, + 0.003091613296419382, + 0.0028020585887134075, + 0.00251719169318676, + 0.0023089745081961155, + 0.002193714492022991, + 0.0020966357551515102, + 0.0020537173841148615, + 0.0020775082521140575, + 0.0021619873587042093, + 0.0023302659392356873, + 0.0024992728140205145, + 0.0026229850482195616, + 0.0027054529637098312, + 0.0028212901670485735, + 0.002720707794651389, + 0.00251033715903759, + 0.0022348370403051376, + 0.002026940928772092, + 0.0018797112861648202, + 0.001767857582308352, + 0.0016652951017022133, + 0.0015342909609898925, + 0.0013979340437799692, + 0.0012635093880817294, + 0.001155988429673016, + 0.001056654378771782, + 0.0009406671160832047, + 0.0008355139871127903, + 0.0007379374583251774, + 0.0006578558823093772, + 0.0005849406588822603, + 0.0005220181192271411, + 0.00047361053293570876, + 0.000435816211393103, + 0.0004056864127051085, + 0.00037968746619299054, + 0.0003567974781617522, + 0.00033307322883047163, + 0.0003128623648080975, + 0.00029389397241175175, + 0.00027765060076490045, + 0.00026377360336482525, + 0.0002511375059839338, + 0.0002402784739388153, + 0.00023014444741420448, + 0.0002211991377407685, + 0.00021317480423022062, + 0.00020596972899511456, + 0.0001996330393012613, + 0.00019372758106328547, + 0.00018847957835532725, + 0.00018371692567598075, + 0.00017936527729034424, + 0.00017546700837556273, + 0.00017189611389767379, + 0.00016853889974299818, + 0.00016543015954084694, + 0.0001623906136956066, + 0.00015950437227729708, + 0.00015676439215894789, + 0.00015415129018947482, + 0.00015171639097388834, + 0.00014944323629606515, + 0.00014727970119565725, + 0.0001452854194212705, + 0.00014338897017296404, + 0.00014157222176436335, + 0.0001398533786414191, + 0.0001381878973916173, + 0.00013658389798365533, + 0.00013503924128599465, + 0.00013355955888982862, + 0.00013214100908953696, + 0.00013076062896288931, + 0.00012939221051055938, + 0.00012810237240046263, + 0.00012683567183557898, + 0.00012562365736812353, + 0.00012447615154087543, + 0.00012330642493907362, + 0.00012215046444907784, + 0.00012105724454158917, + 0.00011998414265690371, + 0.00011894402268808335, + 0.00011792639998020604, + 0.00011690130486385897, + 0.00011589055065996945, + 0.00011491958139231429, + 0.0001139832311309874, + 0.00011308381363051012, + 0.0001122072062571533, + 0.00011134470696561038, + 0.00011047911539208144, + 0.00010961278894683346, + 0.00010877758904825896, + 0.00010796895367093384, + 0.0001071845690603368, + 0.00010643611312843859, + 0.0001056867913575843, + 0.00010495290189282969, + 0.00010422858031233773, + 0.00010350307275075465, + 0.00010279061098117381, + 0.00010206464503426105, + 0.00010133893374586478, + 0.00010063608351629227, + 9.993051207857206e-05, + 9.925180347636342e-05, + 9.858640987658873e-05, + 9.793358913157135e-05, + 9.73081259871833e-05, + 9.670775762060657e-05, + 9.613033762434497e-05, + 9.556587610859424e-05, + 9.499747102381662e-05, + 9.442154259886593e-05, + 9.385880548506975e-05, + 9.331212640972808e-05, + 9.279218647861853e-05, + 9.228712588082999e-05, + 9.178061009151861e-05, + 9.127693920163438e-05, + 9.076260175788775e-05, + 9.024893370224163e-05, + 8.975248783826828e-05, + 8.927282033255324e-05, + 8.880771201802418e-05, + 8.833055471768603e-05, + 8.785011596046388e-05, + 8.73812023201026e-05, + 8.691835682839155e-05, + 8.648287621326745e-05, + 8.603551395935938e-05, + 8.559689013054594e-05, + 8.516183879692107e-05, + 8.473073103232309e-05, + 8.431806054431945e-05, + 8.390186121687293e-05, + 8.348455594386905e-05, + 8.30717763165012e-05, + 8.265426004072651e-05, + 8.223438635468483e-05, + 8.18267508293502e-05, + 8.142981823766604e-05, + 8.103548316285014e-05, + 8.065290603553876e-05, + 8.027515286812559e-05, + 7.989814184838906e-05, + 7.953529711812735e-05, + 7.918190385680646e-05, + 7.884023216320202e-05, + 7.850281690480188e-05, + 7.81635899329558e-05, + 7.782704778946936e-05, + 7.747673953417689e-05, + 7.713469676673412e-05, + 7.679483678657562e-05, + 7.64576907386072e-05, + 7.612690387759358e-05, + 7.580324745504186e-05, + 7.548491703346372e-05, + 7.51676780055277e-05, + 7.484983507310972e-05, + 7.452385762007907e-05, + 7.420522160828114e-05, + 7.388649828499183e-05, + 7.357541471719742e-05, + 7.326331251533702e-05, + 7.296038529602811e-05, + 7.265302701853216e-05, + 7.23577177268453e-05, + 7.206833834061399e-05, + 7.177658699220046e-05, + 7.148621807573363e-05, + 7.119304791558534e-05, + 7.091031147865579e-05, + 7.063186058076099e-05, + 7.03513142070733e-05, + 7.00728633091785e-05, + 6.979246973060071e-05, + 6.951923569431528e-05, + 6.926109199412167e-05, + 6.900819425936788e-05, + 6.875422695884481e-05, + 6.849856436019763e-05, + 6.82348691043444e-05, + 6.796377419959754e-05, + 6.769326864741743e-05, + 6.743370613548905e-05, + 6.717749056406319e-05, + 6.692188617307693e-05, + 6.666660192422569e-05, + 6.640586798312142e-05, + 6.614824815187603e-05, + 6.588895485037938e-05, + 6.563712668139488e-05, + 6.538789602927864e-05, + 6.514344568131492e-05, + 6.49026915198192e-05, + 6.466413469752297e-05, + 6.442952872021124e-05, + 6.419081910280511e-05, + 6.395315722329542e-05, + 6.371597555698827e-05, + 6.348692841129377e-05, + 6.325777940219268e-05, + 6.303154077613726e-05, + 6.280731759034097e-05, + 6.258906796574593e-05, + 6.237563502509147e-05, + 6.216338806552812e-05, + 6.195226887939498e-05, + 6.174229929456487e-05, + 6.153185677248985e-05, + 6.132015550974756e-05, + 6.110644608270377e-05, + 6.088733425713144e-05, + 6.067455615266226e-05, + 6.047017814125866e-05, + 6.026995470165275e-05, + 6.007148476783186e-05, + 5.987498661852442e-05, + 5.968192272121087e-05, + 5.949116894043982e-05, + 5.929679537075572e-05, + 5.91044154134579e-05, + 5.8915888075716794e-05, + 5.873088593943976e-05, + 5.854372648173012e-05, + 5.8357283705845475e-05, + 5.816659177071415e-05, + 5.797805351903662e-05, + 5.77955725020729e-05, + 5.761799548054114e-05, + 5.744637383031659e-05, + 5.727490133722313e-05, + 5.710212644771673e-05, + 5.69277981412597e-05, + 5.67562528885901e-05, + 5.659083035425283e-05, + 5.6423414207529277e-05, + 5.625297853839584e-05, + 5.607695857179351e-05, + 5.5902302847243845e-05, + 5.5731215979903936e-05, + 5.556440737564117e-05, + 5.540105848922394e-05, + 5.523722211364657e-05, + 5.507690002559684e-05, + 5.4916843510000035e-05, + 5.47571835340932e-05, + 5.459988460643217e-05, + 5.444126873044297e-05, + 5.428230360848829e-05, + 5.4122596338856965e-05, + 5.396244159783237e-05, + 5.3805881179869175e-05, + 5.3654886869480833e-05, + 5.3507705160882324e-05, + 5.335895184543915e-05, + 5.321022035786882e-05, + 5.3059644415043294e-05, + 5.2912113460479304e-05, + 5.276417869026773e-05, + 5.261648038867861e-05, + 5.246715954854153e-05, + 5.2318722737254575e-05, + 5.217171928961761e-05, + 5.2029463404323906e-05, + 5.189174407860264e-05, + 5.175662590772845e-05, + 5.1619317673612386e-05, + 5.148371565155685e-05, + 5.1349485147511587e-05, + 5.1218004955444485e-05, + 5.1084407459711656e-05, + 5.0946895498782396e-05, + 5.080781193100847e-05, + 5.066698940936476e-05, + 5.0530958105809987e-05, + 5.0396338338032365e-05, + 5.026902363169938e-05, + 5.014273483539e-05, + 5.001806857762858e-05, + 4.989272201783024e-05, + 4.976386117050424e-05, + 4.963329774909653e-05, + 4.9504396884003654e-05, + 4.93777115480043e-05, + 4.925336907035671e-05, + 4.912705844617449e-05, + 4.900017302134074e-05, + 4.887263276032172e-05, + 4.874865771853365e-05, + 4.8627563955960795e-05, + 4.8507790779694915e-05, + 4.8389891162514687e-05, + 4.8272035201080143e-05, + 4.8154874093597755e-05, + 4.8037865781225264e-05, + 4.792281106347218e-05, + 4.780926974490285e-05, + 4.769779116031714e-05, + 4.758700015372597e-05, + 4.747540515381843e-05, + 4.73619184049312e-05, + 4.724862446892075e-05, + 4.713672387879342e-05, + 4.7026875108713284e-05, + 4.691880167229101e-05, + 4.681196514866315e-05, + 4.670508860726841e-05, + 4.659929982153699e-05, + 4.6493678382830694e-05, + 4.6390992793021724e-05, + 4.6286717406474054e-05, + 4.617982995114289e-05, + 4.6072524128248915e-05, + 4.5966058678459376e-05, + 4.586082650348544e-05, + 4.575577986543067e-05, + 4.565279959933832e-05, + 4.5550823415396735e-05, + 4.545049523585476e-05, + 4.53480715805199e-05, + 4.5246502850204706e-05, + 4.514468309935182e-05, + 4.5044958824291825e-05, + 4.4947824790142477e-05, + 4.485493991523981e-05, + 4.476130197872408e-05, + 4.4666885514743626e-05, + 4.457211252884008e-05, + 4.4478863856056705e-05, + 4.4387434172676876e-05, + 4.429597538546659e-05, + 4.420455661602318e-05, + 4.4111035094829276e-05, + 4.4014868763042614e-05, + 4.3919597374042496e-05, + 4.382581028039567e-05, + 4.373390765977092e-05, + 4.3642299715429544e-05, + 4.35516303696204e-05, + 4.346125933807343e-05, + 4.3371815991122276e-05, + 4.328264549258165e-05, + 4.319285653764382e-05, + 4.31017397204414e-05, + 4.301230364944786e-05, + 4.292403536965139e-05, + 4.283606540411711e-05, + 4.274693856132217e-05, + 4.265838651917875e-05, + 4.256959437043406e-05, + 4.2483188735786825e-05, + 4.239829286234453e-05, + 4.231413913657889e-05, + 4.222917414153926e-05, + 4.214351429254748e-05, + 4.2058083636220545e-05, + 4.1973409679485485e-05, + 4.188945604255423e-05, + 4.1807154048001394e-05, + 4.172387343714945e-05, + 4.164321217103861e-05, + 4.156233626417816e-05, + 4.1483694076305255e-05, + 4.140295641263947e-05, + 4.132268077228218e-05, + 4.124293627683073e-05, + 4.116316995350644e-05, + 4.108308348804712e-05, + 4.10042266594246e-05, + 4.092612289241515e-05, + 4.084916872670874e-05, + 4.0771017665974796e-05, + 4.0691535104997456e-05, + 4.061282379552722e-05, + 4.053599695907906e-05, + 4.045950117870234e-05, + 4.0383514715358615e-05, + 4.030810669064522e-05, + 4.0232880564872175e-05, + 4.0158229239750654e-05, + 4.0081598854158074e-05, + 4.000573244411498e-05, + 3.993047357653268e-05, + 3.985602597822435e-05, + 3.9780519728083163e-05, + 3.9705715607851744e-05, + 3.9632184780202806e-05, + 3.955802822019905e-05, + 3.948430094169453e-05, + 3.9411563193425536e-05, + 3.9340549847111106e-05, + 3.927127181668766e-05, + 3.9202092011692e-05, + 3.913362161256373e-05, + 3.906519850715995e-05, + 3.899709918187e-05, + 3.892789391102269e-05, + 3.8859328924445435e-05, + 3.878991992678493e-05, + 3.872083834721707e-05, + 3.865265171043575e-05, + 3.8586382288485765e-05, + 3.8520058296853676e-05, + 3.845249011646956e-05, + 3.8385525840567425e-05, + 3.831766662187874e-05, + 3.825042585958727e-05, + 3.8183869037311524e-05, + 3.811829083133489e-05, + 3.8054200558690354e-05, + 3.7990004784660414e-05, + 3.792455390794203e-05, + 3.7858335417695343e-05, + 3.779410690185614e-05, + 3.773070056922734e-05, + 3.7668160075554624e-05, + 3.7604462704621255e-05, + 3.75400013581384e-05, + 3.7474481359822676e-05, + 3.7410361983347684e-05, + 3.7347952456912026e-05, + 3.7285306461853907e-05, + 3.72229733329732e-05, + 3.7162459193496034e-05, + 3.710317469085567e-05, + 3.7043446354800835e-05, + 3.6983077734475955e-05, + 3.692118843900971e-05, + 3.68603432434611e-05, + 3.6799945519305766e-05, + 3.673922037705779e-05, + 3.6678935430245474e-05, + 3.6619479942601174e-05, + 3.656053377198987e-05, + 3.650038706837222e-05, + 3.6440073017729446e-05, + 3.638007183326408e-05, + 3.6321976949693635e-05, + 3.6263958463678136e-05, + 3.6204917705617845e-05, + 3.614612069213763e-05, + 3.608724000514485e-05, + 3.602877040975727e-05, + 3.59710720658768e-05, + 3.591509448597208e-05, + 3.5858607589034364e-05, + 3.580162228900008e-05, + 3.574486618163064e-05, + 3.5688710340764374e-05, + 3.563319842214696e-05, + 3.5577828384703025e-05, + 3.5522753023542464e-05, + 3.546775405993685e-05, + 3.541256592143327e-05, + 3.5357683373149484e-05, + 3.530270987539552e-05, + 3.524795101839118e-05, + 3.519433448673226e-05, + 3.514085983624682e-05, + 3.508660665829666e-05, + 3.503265179460868e-05, + 3.497836223687045e-05, + 3.49235997418873e-05, + 3.4868193324655294e-05, + 3.4813165257219225e-05, + 3.4759112168103456e-05, + 3.470557203399949e-05, + 3.4651398891583085e-05, + 3.4597211197251454e-05, + 3.4543532819952816e-05, + 3.449046562309377e-05, + 3.4437183785485104e-05, + 3.4384771424811333e-05, + 3.433316669543274e-05, + 3.4281019907211885e-05, + 3.422930240049027e-05, + 3.4177457564510405e-05, + 3.412620208109729e-05, + 3.4075335861416534e-05, + 3.402414222364314e-05, + 3.397270120331086e-05, + 3.3921398426173255e-05, + 3.387021934031509e-05, + 3.3819676900748163e-05, + 3.376939639565535e-05, + 3.372009814484045e-05, + 3.36719531333074e-05, + 3.362317511346191e-05, + 3.357343302923255e-05, + 3.352399653522298e-05, + 3.347465462866239e-05, + 3.342561103636399e-05, + 3.337647649459541e-05, + 3.3327745768474415e-05, + 3.327876765979454e-05, + 3.322959310025908e-05, + 3.318059680168517e-05, + 3.313160777906887e-05, + 3.308277882752009e-05, + 3.303434277768247e-05, + 3.2986135920509696e-05, + 3.293884583399631e-05, + 3.289165397291072e-05, + 3.2845458918018267e-05, + 3.279990778537467e-05, + 3.275420021964237e-05, + 3.270802699262276e-05, + 3.266135536250658e-05, + 3.261534220655449e-05, + 3.256936543039046e-05, + 3.252349779359065e-05, + 3.2477833883604035e-05, + 3.2432464649900794e-05, + 3.2387230021413416e-05, + 3.23418753396254e-05, + 3.229633148293942e-05, + 3.225092586944811e-05, + 3.220580765628256e-05, + 3.216060213162564e-05, + 3.2115949579747394e-05, + 3.207231929991394e-05, + 3.2028074201662093e-05, + 3.198399281245656e-05, + 3.194050077581778e-05, + 3.189715062035248e-05, + 3.1854073313297704e-05, + 3.181054853484966e-05, + 3.17669655487407e-05, + 3.1723790016258135e-05, + 3.168020703014918e-05, + 3.16365621984005e-05, + 3.159260450047441e-05, + 3.154876685584895e-05, + 3.1505391234532e-05, + 3.146196104353294e-05, + 3.141881825285964e-05, + 3.137611201964319e-05, + 3.1333711376646534e-05, + 3.129134711343795e-05, + 3.124928844044916e-05, + 3.1207291613100097e-05, + 3.116537845926359e-05, + 3.112361082457937e-05, + 3.108169403276406e-05, + 3.104028292000294e-05, + 3.0999068258097395e-05, + 3.095792271778919e-05, + 3.091664257226512e-05, + 3.0875755328452215e-05, + 3.083495903410949e-05, + 3.0794122721999884e-05, + 3.075274435104802e-05, + 3.071217724937014e-05, + 3.0671584681840613e-05, + 3.0631577828899026e-05, + 3.059153459616937e-05, + 3.055137858609669e-05, + 3.0511686418321915e-05, + 3.047196878469549e-05, + 3.0432624043896794e-05, + 3.0393592169275507e-05, + 3.0354305636137724e-05, + 3.0315175536088645e-05, + 3.0275874451035634e-05, + 3.023667522938922e-05, + 3.019750329258386e-05, + 3.0158753361320123e-05, + 3.012060005858075e-05, + 3.0082881494308822e-05, + 3.0045013772905804e-05, + 3.0006811357452534e-05, + 2.9968578019179404e-05, + 2.9930673917988315e-05, + 2.989351560245268e-05, + 2.9856120818294585e-05, + 2.981891157105565e-05, + 2.978165321110282e-05, + 2.9744591302005574e-05, + 2.9707491194130853e-05, + 2.967031286971178e-05, + 2.9633187295985408e-05, + 2.9596287276945077e-05, + 2.9559423637692817e-05, + 2.9522112527047284e-05, + 2.9484685001079924e-05, + 2.9447550332406536e-05, + 2.941125785582699e-05, + 2.9375582016655244e-05, + 2.9339689717744477e-05, + 2.9303399060154334e-05, + 2.9267373975017108e-05, + 2.9231559892650694e-05, + 2.9196000468800776e-05, + 2.916033372457605e-05, + 2.9124812499503605e-05, + 2.908953138103243e-05, + 2.9054146580165252e-05, + 2.9019020075793378e-05, + 2.898421917052474e-05, + 2.894951649068389e-05, + 2.8915179427713156e-05, + 2.8880696845590137e-05, + 2.884593777707778e-05, + 2.8811278752982616e-05, + 2.8776985345757566e-05, + 2.8743086659233086e-05, + 2.870909884222783e-05, + 2.8675323846982792e-05, + 2.8641605240409262e-05, + 2.8608556021936238e-05, + 2.857561230484862e-05, + 2.854258127626963e-05, + 2.850907367246691e-05, + 2.8475316867115907e-05, + 2.8441903850762174e-05, + 2.840838897100184e-05, + 2.8374788598739542e-05, + 2.8341584766167216e-05, + 2.830862285918556e-05, + 2.827590287779458e-05, + 2.8243130145710893e-05, + 2.8210270102135837e-05, + 2.8177499189041555e-05, + 2.8144821044406854e-05, + 2.8112144718761556e-05, + 2.807932651194278e-05, + 2.804674113576766e-05, + 2.8014566851197742e-05, + 2.798237073875498e-05, + 2.794989813992288e-05, + 2.791727274598088e-05, + 2.788472738757264e-05, + 2.7852649509441108e-05, + 2.7820826289826073e-05, + 2.7789401428890415e-05, + 2.7757929274230264e-05, + 2.7726240659831092e-05, + 2.7694473828887567e-05, + 2.76627361017745e-05, + 2.7631107514025643e-05, + 2.7599304303294048e-05, + 2.756794674496632e-05, + 2.7537122150533833e-05, + 2.7506275728228502e-05, + 2.7475045499159023e-05, + 2.744371522567235e-05, + 2.741318166954443e-05, + 2.738273724389728e-05, + 2.735250564001035e-05, + 2.7322226742398925e-05, + 2.7291958758723922e-05, + 2.7261494324193336e-05, + 2.7231339117861353e-05, + 2.7201294869882986e-05, + 2.71712415269576e-05, + 2.714114452828653e-05, + 2.7110854716738686e-05, + 2.7080843210569583e-05, + 2.7050869903177954e-05, + 2.7021000278182328e-05, + 2.6991077902494e-05, + 2.696119736356195e-05, + 2.6931389584206045e-05, + 2.690174733288586e-05, + 2.6872467060456984e-05, + 2.684343417058699e-05, + 2.6814135708264075e-05, + 2.6784658984979615e-05, + 2.6755731596495025e-05, + 2.6727049771579914e-05, + 2.6698544388636947e-05, + 2.666976797627285e-05, + 2.6641264412319288e-05, + 2.6613011868903413e-05, + 2.658464654814452e-05, + 2.6556137527222745e-05, + 2.652737202879507e-05, + 2.6498928491491824e-05, + 2.6470288503332995e-05, + 2.6441673981025815e-05, + 2.6413008527015336e-05, + 2.6384850571048446e-05, + 2.6357003662269562e-05, + 2.632925497891847e-05, + 2.6301551770302467e-05, + 2.6274068659404293e-05, + 2.624660737637896e-05, + 2.6219169740215875e-05, + 2.6191646611550823e-05, + 2.6164090741076507e-05, + 2.6136840460821986e-05, + 2.6109491955139674e-05, + 2.6082201657118276e-05, + 2.6054973204736598e-05, + 2.602797030704096e-05, + 2.60006490861997e-05, + 2.5973344236263074e-05, + 2.594635407149326e-05, + 2.5919598556356505e-05, + 2.5892724806908518e-05, + 2.586585469543934e-05, + 2.5839324734988622e-05, + 2.5812762032728642e-05, + 2.5786195692489855e-05, + 2.5759591153473593e-05, + 2.5733286747708917e-05, + 2.570688047853764e-05, + 2.5680397811811417e-05, + 2.5654120690887794e-05, + 2.5628045477787964e-05, + 2.5602215828257613e-05, + 2.5576639018254355e-05, + 2.5550854843459092e-05, + 2.552503428887576e-05, + 2.5499577532173134e-05, + 2.5474180802120827e-05, + 2.5448520318605006e-05, + 2.5422987164347433e-05, + 2.539755769248586e-05, + 2.5372217351105064e-05, + 2.534700615797192e-05, + 2.532162397983484e-05, + 2.5296280000475235e-05, + 2.5271163394791074e-05, + 2.5246161385439336e-05, + 2.5220999305020086e-05, + 2.5195697162416764e-05, + 2.5170438675559126e-05, + 2.5145420295302756e-05, + 2.5120551072177477e-05, + 2.509594378352631e-05, + 2.5071498384932056e-05, + 2.504672374925576e-05, + 2.502219649613835e-05, + 2.4997554646688513e-05, + 2.4972843675641343e-05, + 2.4948283680714667e-05, + 2.4923840101109818e-05, + 2.4899378331610933e-05, + 2.4875182134564966e-05, + 2.4850913177942857e-05, + 2.4826493245200254e-05, + 2.4802397092571482e-05, + 2.4778491933830082e-05, + 2.475446308380924e-05, + 2.473045424267184e-05, + 2.470643630658742e-05, + 2.4682414732524194e-05, + 2.465844590915367e-05, + 2.4634493456687778e-05, + 2.4610806576674804e-05, + 2.458700691931881e-05, + 2.456344009260647e-05, + 2.4539887817809358e-05, + 2.4516442863387056e-05, + 2.4493121600244194e-05, + 2.446966573188547e-05, + 2.4446238967357203e-05, + 2.4422759452136233e-05, + 2.4399389076279476e-05, + 2.4376058718189597e-05, + 2.435276473988779e-05, + 2.432939800200984e-05, + 2.4306060367962345e-05, + 2.428260449960362e-05, + 2.4259312340291217e-05, + 2.4236351237050258e-05, + 2.4213501092162915e-05, + 2.419054726487957e-05, + 2.4167658921214752e-05, + 2.4144908820744604e-05, + 2.4122036847984418e-05, + 2.4099294023471884e-05, + 2.4076702175079845e-05, + 2.4054164896369912e-05, + 2.4031411157920957e-05, + 2.400887206022162e-05, + 2.398669494141359e-05, + 2.3964517822605558e-05, + 2.3942575353430584e-05, + 2.3920651074149646e-05, + 2.3898561266832985e-05, + 2.3876384148024954e-05, + 2.3854281607782468e-05, + 2.3832186343497597e-05, + 2.3810051061445847e-05, + 2.378808676439803e-05, + 2.376633528911043e-05, + 2.3744500140310265e-05, + 2.3722652258584276e-05, + 2.3700902602286078e-05, + 2.3679242076468654e-05, + 2.3657445126445964e-05, + 2.363564090046566e-05, + 2.361394217587076e-05, + 2.3592450816067867e-05, + 2.357099947403185e-05, + 2.3549677280243486e-05, + 2.3528298697783612e-05, + 2.3506952857133e-05, + 2.3485605197492987e-05, + 2.3464301193598658e-05, + 2.3443129975930788e-05, + 2.342192419746425e-05, + 2.340075843676459e-05, + 2.3379563572234474e-05, + 2.3358234102488495e-05, + 2.3336939193541184e-05, + 2.3315789803746156e-05, + 2.3294664060813375e-05, + 2.3273642000276595e-05, + 2.3252598111866973e-05, + 2.3231719751493074e-05, + 2.3210959625430405e-05, + 2.3190279534901492e-05, + 2.316951213288121e-05, + 2.3148824766394682e-05, + 2.312817014171742e-05, + 2.3107520974008366e-05, + 2.3087088266038336e-05, + 2.306672467966564e-05, + 2.3046457499731332e-05, + 2.3026173948892392e-05, + 2.300594496773556e-05, + 2.298588333360385e-05, + 2.2965743482927792e-05, + 2.2945634555071592e-05, + 2.2925582015886903e-05, + 2.2905605874257162e-05, + 2.288550604134798e-05, + 2.286556627950631e-05, + 2.284561014676001e-05, + 2.2825826818007044e-05, + 2.2806014385423623e-05, + 2.2785981855122373e-05, + 2.2766098481952213e-05, + 2.2746318791178055e-05, + 2.272670462843962e-05, + 2.27070977416588e-05, + 2.26875017688144e-05, + 2.2667834855383262e-05, + 2.26482588914223e-05, + 2.262871748826001e-05, + 2.2609330699197017e-05, + 2.2589943910134025e-05, + 2.257046253362205e-05, + 2.2551268557435833e-05, + 2.253208185720723e-05, + 2.251280784548726e-05, + 2.2493610231322236e-05, + 2.2474370780400932e-05, + 2.2455104044638574e-05, + 2.2435995560954325e-05, + 2.241697075078264e-05, + 2.2398044166038744e-05, + 2.237917942693457e-05, + 2.2360098228091374e-05, + 2.2340967916534282e-05, + 2.2321944925352e-05, + 2.2302940124063753e-05, + 2.2284048100118525e-05, + 2.226538708782755e-05, + 2.2246680600801483e-05, + 2.2228115994948894e-05, + 2.2209396774997003e-05, + 2.2190628442331217e-05, + 2.2171918317326345e-05, + 2.2153344616526738e-05, + 2.213491461589001e-05, + 2.211657010775525e-05, + 2.2098125555203296e-05, + 2.207965007983148e-05, + 2.206133103754837e-05, + 2.20430320041487e-05, + 2.2024740246706642e-05, + 2.200638482463546e-05, + 2.1988196749589406e-05, + 2.1970097805024125e-05, + 2.1952009774395265e-05, + 2.193406362493988e-05, + 2.1916148398304358e-05, + 2.18981640500715e-05, + 2.188013240811415e-05, + 2.1862135326955467e-05, + 2.1844061848241836e-05, + 2.1826019292348064e-05, + 2.1808133169542998e-05, + 2.1790221580886282e-05, + 2.1772402760689147e-05, + 2.1754662157036364e-05, + 2.1737007045885548e-05, + 2.1719224605476484e-05, + 2.170166771975346e-05, + 2.1684038074454293e-05, + 2.1666275642928667e-05, + 2.1648678739438765e-05, + 2.1631089111906476e-05, + 2.161343945772387e-05, + 2.1595988073386252e-05, + 2.1578578525804915e-05, + 2.1561285393545404e-05, + 2.1543981347349472e-05, + 2.1526577256736346e-05, + 2.150927684851922e-05, + 2.1491970983333886e-05, + 2.1474796085385606e-05, + 2.1457606635522097e-05, + 2.14404226426268e-05, + 2.1423333237180486e-05, + 2.1406312953331508e-05, + 2.1389245375758037e-05, + 2.1372206902015023e-05, + 2.135508657374885e-05, + 2.1338002625270747e-05, + 2.1321011445252225e-05, + 2.1303994799382053e-05, + 2.1287027266225778e-05, + 2.1270157958497293e-05, + 2.1253388695186004e-05, + 2.1236613974906504e-05, + 2.121984289260581e-05, + 2.12030627153581e-05, + 2.118632801284548e-05, + 2.1169587853364646e-05, + 2.115288589266129e-05, + 2.1136205759830773e-05, + 2.1119591110618785e-05, + 2.1102852770127356e-05, + 2.108617809426505e-05, + 2.1069610738777556e-05, + 2.1053112504887395e-05, + 2.1036630641901866e-05, + 2.1020143321948126e-05, + 2.100375968439039e-05, + 2.0987326934118755e-05, + 2.097106334986165e-05, + 2.0954814317519777e-05, + 2.09385652851779e-05, + 2.0922365365549922e-05, + 2.0906216377625242e-05, + 2.089016379613895e-05, + 2.0874047550023533e-05, + 2.0857894924120046e-05, + 2.08417641260894e-05, + 2.0825811589020304e-05, + 2.08097535505658e-05, + 2.0793710064026527e-05, + 2.0777519239345565e-05, + 2.0761353880516253e-05, + 2.074522853945382e-05, + 2.072921779472381e-05, + 2.0713270714622922e-05, + 2.0697425497928634e-05, + 2.0681542082456872e-05, + 2.0665713236667216e-05, + 2.0650004444178194e-05, + 2.0634399334085174e-05, + 2.0618692360585555e-05, + 2.060298720607534e-05, + 2.0587367544067092e-05, + 2.057179699477274e-05, + 2.0556275558192283e-05, + 2.054077231150586e-05, + 2.052519266726449e-05, + 2.050967850664165e-05, + 2.0494251657510176e-05, + 2.0478790247580037e-05, + 2.046328518190421e-05, + 2.0447789211175404e-05, + 2.04323969228426e-05, + 2.04170592041919e-05, + 2.0401746951392852e-05, + 2.0386436517583206e-05, + 2.0371067876112647e-05, + 2.0355739252408966e-05, + 2.0340605260571465e-05, + 2.032543306995649e-05, + 2.0310155377956107e-05, + 2.029498318734113e-05, + 2.0279923774069175e-05, + 2.0264804334146902e-05, + 2.0249637600500137e-05, + 2.023450178967323e-05, + 2.0219355064909905e-05, + 2.0204237443977036e-05, + 2.0189318092889152e-05, + 2.0174369637970813e-05, + 2.015955760725774e-05, + 2.0144761947449297e-05 + ], + "stabilities": [ + 0.8287671804428101, + 1.0, + 0.6881962418556213, + 0.5275043845176697, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9149376749992371, + 0.643990695476532, + 0.9295774698257446, + 0.4696968197822571, + -0.5483863353729248, + -1.2647089958190918, + 0.2972964644432068, + 1.0, + 1.0, + 1.0, + 0.7166671752929688, + 1.0, + 1.0, + 1.0, + 0.956778347492218, + 0.8583163619041443, + 0.8851670622825623, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978023767471313, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994329214096069, + 1.0, + 0.9949149489402771, + 1.0, + 1.0, + 0.9843345880508423, + 0.993878960609436, + 1.0, + 0.995550811290741, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901944994926453, + 0.9929147958755493, + 1.0, + 0.9692952632904053, + 0.9964850544929504, + 1.0, + 0.987290620803833, + 1.0, + 1.0, + 1.0, + 0.9939241409301758, + 0.9931120872497559, + 1.0, + 1.0, + 0.974056601524353, + 1.0, + 0.9866054058074951, + 0.9745280146598816, + 1.0, + 1.0, + 0.9730053544044495, + 1.0, + 0.9955002665519714, + 1.0, + 1.0, + 1.0, + 0.9890334606170654, + 0.9886276125907898, + 0.983690083026886, + 0.9972436428070068, + 1.0, + 1.0, + 1.0, + 0.986426055431366, + 0.989769697189331, + 0.9935957789421082, + 0.9737690091133118, + 1.0, + 0.9990564584732056, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885686635971069, + 1.0, + 0.9814602136611938, + 0.9996606707572937, + 1.0, + 0.9759758710861206, + 0.9768528938293457, + 0.9779263138771057, + 0.995509922504425, + 1.0, + 1.0, + 0.9934855103492737, + 0.9873122572898865, + 0.9658099412918091, + 0.9856364727020264, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981255292892456, + 0.9803524613380432, + 0.9832525849342346, + 1.0, + 1.0, + 0.9903557896614075, + 1.0, + 0.9538261294364929, + 1.0, + 0.9939574003219604, + 1.0, + 1.0, + 0.9698212146759033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840929508209229, + 0.9866036772727966, + 1.0, + 0.9825669527053833, + 0.9996973276138306, + 1.0, + 0.9741212129592896, + 0.9853346943855286, + 0.9776748418807983, + 0.9983261227607727, + 1.0, + 1.0, + 1.0, + 0.9878389239311218, + 1.0, + 1.0, + 0.9923205375671387, + 0.9893309473991394, + 0.9943041801452637, + 1.0, + 1.0, + 1.0, + 0.9898231625556946, + 1.0, + 0.9869526028633118, + 1.0, + 0.9812801480293274, + 1.0, + 0.9711730480194092, + 0.9901672005653381, + 1.0, + 1.0, + 1.0, + 0.9745922088623047, + 0.9949318766593933, + 1.0, + 1.0, + 1.0, + 0.9845431447029114, + 0.9550163149833679, + 0.9888154864311218, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694215655326843, + 0.9969329237937927, + 1.0, + 1.0, + 1.0, + 0.9983012676239014, + 1.0, + 0.9812007546424866, + 0.9996656179428101, + 0.9905676245689392, + 0.9954077005386353, + 1.0, + 0.9928452968597412, + 1.0, + 1.0, + 1.0, + 0.9749614000320435, + 1.0, + 0.9966336488723755, + 1.0, + 0.9822627305984497, + 0.9866014122962952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980228841304779, + 0.9691179394721985, + 0.9881166219711304, + 0.9996640682220459, + 0.9984205365180969, + 0.9907105565071106, + 0.9961270093917847, + 1.0, + 0.9980429410934448, + 0.9881019592285156, + 0.9892032146453857, + 1.0, + 1.0, + 1.0, + 0.9971029162406921, + 0.9765302538871765, + 0.9808919429779053, + 0.9738128185272217, + 1.0, + 1.0, + 1.0, + 0.9915733933448792, + 0.971515953540802, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874032139778137, + 0.982550859451294, + 0.9866562485694885, + 1.0, + 0.9858291149139404, + 1.0, + 1.0, + 0.9924319982528687, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849217534065247, + 0.9714359045028687, + 0.9821593761444092, + 1.0, + 1.0, + 1.0, + 0.986734926700592, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981088042259216, + 0.9745468497276306, + 0.9746273159980774, + 0.9875320196151733, + 1.0, + 0.9941082000732422, + 0.9963247179985046, + 0.9858097434043884, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726865887641907, + 0.9964112639427185, + 0.9518514275550842, + 0.9981412291526794, + 0.9932495355606079, + 1.0, + 1.0, + 1.0, + 0.9937933683395386, + 0.9892123341560364, + 0.987755537033081, + 1.0, + 1.0, + 1.0, + 0.9784345626831055, + 0.9828782081604004, + 0.9951878190040588, + 0.9904258847236633, + 1.0, + 1.0, + 1.0, + 0.9892098903656006, + 0.9931622743606567, + 0.9874762296676636, + 0.9995351433753967, + 1.0, + 1.0, + 1.0, + 0.9935525059700012, + 0.9873747229576111, + 0.9899462461471558, + 0.9941169023513794, + 1.0, + 0.9953987002372742, + 1.0, + 0.9775695204734802, + 1.0, + 1.0, + 1.0, + 0.9983219504356384, + 0.994069516658783, + 1.0, + 0.985826849937439, + 0.9957449436187744, + 0.9891874194145203, + 1.0, + 0.9971942901611328, + 1.0, + 0.9848455786705017, + 0.9792364239692688, + 0.9610769748687744, + 1.0, + 1.0, + 1.0, + 0.9889060854911804, + 0.9854429364204407, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960241317749023, + 0.989672064781189, + 0.9849547147750854, + 1.0, + 0.9951991438865662, + 1.0, + 0.9947612881660461, + 1.0, + 1.0, + 1.0, + 0.9865898489952087, + 0.9919856190681458, + 1.0, + 1.0, + 0.9986063838005066, + 1.0, + 0.9780015349388123, + 0.987417995929718, + 0.9959915280342102, + 1.0, + 1.0, + 1.0, + 0.9960634112358093, + 0.9963346719741821, + 0.9850288033485413, + 1.0, + 0.9732016921043396, + 1.0, + 0.9768995642662048, + 1.0, + 0.9993532299995422, + 0.9979938268661499, + 1.0, + 1.0, + 0.9892538189888, + 0.9950858354568481, + 0.9897982478141785, + 1.0, + 1.0, + 0.9954339265823364, + 0.9805763959884644, + 1.0, + 0.9979035258293152, + 0.9969294667243958, + 1.0, + 0.9967644810676575, + 1.0, + 0.9949638247489929, + 0.9965201020240784, + 0.9937460422515869, + 1.0, + 0.9952340126037598, + 0.9875240921974182, + 1.0, + 0.9987403154373169, + 0.9909188151359558, + 0.9810348749160767, + 0.979727566242218, + 1.0, + 0.9938592314720154, + 1.0, + 0.9994702339172363, + 1.0, + 0.9949690103530884, + 1.0, + 0.9994868040084839, + 0.9913344979286194, + 0.9759129285812378, + 1.0, + 1.0, + 0.9952239394187927, + 1.0, + 0.9950294494628906, + 0.9943962097167969, + 0.9893733263015747, + 0.9812198877334595, + 1.0, + 1.0, + 1.0, + 0.9739946722984314, + 0.9911109209060669, + 0.9906370043754578, + 1.0, + 1.0, + 1.0, + 0.9827068448066711, + 0.9773429036140442, + 1.0, + 0.9989014863967896, + 0.9746757745742798, + 0.9836740493774414, + 1.0, + 1.0, + 1.0, + 0.9870631694793701, + 0.9964726567268372, + 1.0, + 0.99662184715271, + 0.9904122352600098, + 0.995273768901825, + 1.0, + 1.0, + 0.9987931251525879, + 0.9720181822776794, + 1.0, + 1.0, + 0.999840259552002, + 1.0, + 0.9969179034233093, + 0.9905657172203064, + 0.9738408327102661, + 1.0, + 1.0, + 0.9996134638786316, + 0.993232786655426, + 0.9923755526542664, + 1.0, + 0.998367190361023, + 1.0, + 1.0, + 0.9981206655502319, + 1.0, + 0.9997416734695435, + 0.9827201962471008, + 1.0, + 1.0, + 0.9982590675354004, + 1.0, + 1.0, + 1.0, + 0.9968899488449097, + 0.9859611988067627, + 0.9943994283676147, + 1.0, + 1.0, + 0.9942272305488586, + 0.9923105835914612, + 1.0, + 0.9872889518737793, + 0.988174319267273, + 1.0, + 0.9955590963363647, + 1.0, + 0.9921461939811707, + 0.996042013168335, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913654923439026, + 0.9984164237976074, + 0.9837901592254639, + 0.9800083637237549, + 1.0, + 1.0, + 0.9973115921020508, + 1.0, + 0.9974669218063354, + 1.0, + 0.9952647089958191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953346848487854, + 0.9988438487052917, + 0.9845768809318542, + 1.0, + 0.9822289943695068, + 0.9893383383750916, + 1.0, + 1.0, + 1.0, + 0.9891756772994995, + 1.0, + 1.0, + 0.998792290687561, + 0.9968816637992859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970099329948425, + 1.0, + 0.9910523891448975, + 0.9802008271217346, + 1.0, + 0.9995235204696655, + 0.9898306131362915, + 1.0, + 0.9967572689056396, + 1.0, + 1.0, + 0.9938334226608276, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927006959915161, + 1.0, + 0.996929407119751, + 0.992999792098999, + 0.9960836172103882, + 1.0, + 0.9959205389022827, + 1.0, + 1.0, + 0.9996230602264404, + 1.0, + 0.9909502267837524, + 0.9985513687133789, + 1.0, + 1.0, + 0.9935229420661926, + 1.0, + 1.0, + 1.0, + 0.9838142991065979, + 1.0, + 0.9884799122810364, + 1.0, + 1.0, + 0.9914952516555786, + 1.0, + 0.9937158226966858, + 0.9952254891395569, + 1.0, + 0.9990559220314026, + 1.0, + 1.0, + 1.0, + 0.9922678470611572, + 0.9875259399414062, + 0.9916001558303833, + 1.0, + 1.0, + 1.0, + 0.9943536520004272, + 0.983217179775238, + 1.0, + 0.9979336857795715, + 1.0, + 0.9977796673774719, + 1.0, + 1.0, + 1.0, + 0.9968545436859131, + 1.0, + 1.0, + 1.0, + 0.9950665831565857, + 0.9804784059524536, + 0.9857783913612366, + 1.0, + 1.0, + 0.9956443309783936, + 0.9970100522041321, + 0.9957067966461182, + 1.0, + 0.9990859627723694, + 0.9959619045257568, + 1.0, + 0.9955911040306091, + 0.9934523105621338, + 1.0, + 0.992199182510376, + 1.0, + 1.0, + 1.0, + 0.9922780990600586, + 0.9910745024681091, + 1.0, + 0.9964936971664429, + 1.0, + 0.9827459454536438, + 0.9995123147964478, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 1.0, + 1.0, + 0.9909039735794067, + 0.9954102039337158, + 0.9953890442848206, + 1.0, + 1.0, + 1.0, + 0.9998418092727661, + 1.0, + 1.0, + 0.9956136345863342, + 0.9900871515274048, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988345742225647, + 0.9948431253433228, + 0.9900436401367188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992182850837708, + 1.0, + 0.9886705875396729, + 0.9855582118034363, + 1.0, + 1.0, + 1.0, + 0.9773024320602417, + 0.999681830406189, + 0.9955445528030396, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 0.9988898634910583, + 1.0, + 1.0, + 1.0, + 0.9934378862380981, + 1.0, + 0.9992146492004395, + 1.0, + 1.0, + 1.0, + 0.9971863627433777, + 0.9902812242507935, + 0.9941431879997253, + 1.0, + 1.0, + 0.9839273691177368, + 0.993973433971405, + 0.996330201625824, + 1.0, + 0.9930384159088135, + 0.9936268925666809, + 1.0, + 1.0, + 1.0, + 0.9912464618682861, + 1.0, + 1.0, + 1.0, + 0.9847835302352905, + 0.9914858937263489, + 0.9988868236541748, + 1.0, + 0.9944324493408203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99131178855896, + 1.0, + 1.0, + 1.0, + 0.9941422343254089, + 1.0, + 1.0, + 0.991034984588623, + 0.993674099445343, + 1.0, + 1.0, + 0.9897492527961731, + 1.0, + 1.0, + 1.0, + 0.9913224577903748, + 1.0, + 1.0, + 0.9946502447128296, + 0.9946214556694031, + 0.9930018782615662, + 0.9924720525741577, + 1.0, + 1.0, + 0.988383948802948, + 1.0, + 1.0, + 0.997297465801239, + 0.9982465505599976, + 0.9988822340965271, + 0.9971224665641785, + 1.0, + 1.0, + 0.9933337569236755, + 0.9977629780769348, + 1.0, + 1.0, + 1.0, + 0.9927586317062378, + 0.9963529109954834, + 0.9917242527008057, + 0.9958275556564331, + 1.0, + 0.9922264218330383, + 1.0, + 1.0, + 0.9960507750511169, + 0.9976210594177246, + 1.0, + 0.9914413690567017, + 1.0, + 1.0, + 0.9889631867408752, + 0.9942605495452881, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910646677017212, + 1.0, + 0.9923451542854309, + 1.0, + 0.9976131319999695, + 0.9969694018363953, + 1.0, + 1.0, + 1.0, + 0.9976323246955872, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953230023384094, + 0.9880646467208862, + 0.9973050951957703, + 1.0, + 0.99936842918396, + 0.9960501790046692, + 1.0, + 0.9965367317199707, + 0.9955769181251526, + 0.9998413324356079, + 1.0, + 0.9927847385406494, + 0.9860966205596924, + 1.0, + 0.9915259480476379, + 1.0, + 1.0, + 1.0, + 0.9987318515777588, + 1.0, + 1.0, + 0.9944456219673157, + 0.992383599281311, + 1.0, + 1.0, + 0.9976221919059753, + 0.9980932474136353, + 1.0, + 1.0, + 0.9973229765892029, + 0.9924211502075195, + 1.0, + 0.9960237741470337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958798289299011, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995459794998169, + 1.0, + 0.9971717596054077, + 1.0, + 0.9941882491111755, + 0.9963661432266235, + 0.998255729675293, + 1.0, + 0.998421311378479, + 1.0, + 1.0, + 0.9916382431983948, + 0.9985681176185608, + 0.9972914457321167, + 1.0, + 0.9993308782577515, + 0.9937193393707275, + 1.0, + 1.0, + 0.999203085899353, + 0.9982454180717468, + 1.0, + 0.9941674470901489, + 1.0, + 0.9932904839515686, + 1.0, + 1.0, + 0.9946476817131042, + 0.9966763854026794, + 0.9936481714248657, + 1.0, + 1.0, + 1.0, + 0.9974648952484131, + 1.0, + 0.993965744972229, + 1.0, + 1.0, + 0.9871742129325867, + 1.0, + 1.0, + 0.9980905055999756, + 1.0, + 1.0, + 0.9938294887542725, + 0.9974527955055237, + 0.996807873249054, + 0.9987190365791321, + 1.0, + 1.0, + 0.9962521195411682, + 1.0, + 0.9960526823997498, + 0.9896962642669678, + 1.0, + 0.994418203830719, + 1.0, + 1.0, + 0.9987358450889587, + 0.9947788119316101, + 0.9941152334213257, + 0.9972801804542542, + 1.0, + 1.0, + 0.9933358430862427, + 1.0, + 1.0, + 1.0, + 0.9928677678108215, + 0.9969670176506042, + 1.0, + 0.9939233064651489, + 1.0, + 1.0, + 1.0, + 0.9998407959938049, + 1.0, + 1.0, + 0.9931976795196533, + 1.0, + 0.9966663718223572, + 0.9974516034126282, + 0.9971256852149963, + 1.0, + 0.9892070293426514, + 1.0, + 1.0, + 0.9925743341445923, + 1.0, + 1.0, + 0.9905144572257996, + 0.9995211958885193, + 0.9950498342514038, + 1.0, + 1.0, + 0.9958699941635132, + 1.0, + 0.9942706227302551, + 1.0, + 1.0, + 0.9963337182998657, + 0.9977601170539856, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9963529109954834, + 1.0, + 0.9990482926368713, + 0.9958719611167908, + 0.9960142970085144, + 1.0, + 1.0, + 1.0, + 0.9992045164108276, + 1.0, + 0.9995232820510864, + 1.0, + 0.9979343414306641, + 1.0, + 0.9979493618011475, + 0.9954160451889038, + 0.9976180791854858, + 1.0, + 1.0, + 0.9955558180809021, + 1.0, + 0.9914318323135376, + 1.0, + 1.0, + 0.9988827705383301, + 0.9985619187355042, + 0.9956795573234558, + 1.0, + 1.0, + 1.0, + 0.9907737374305725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993706941604614, + 0.9946476817131042, + 0.9977842569351196, + 0.9954000115394592, + 1.0, + 0.9984130263328552, + 0.9941189289093018, + 0.9952033758163452, + 1.0, + 1.0, + 0.9963407516479492, + 0.9985628724098206, + 0.9987207055091858, + 1.0, + 1.0, + 0.997456431388855, + 0.9961749315261841, + 1.0, + 1.0, + 1.0, + 0.9949297904968262, + 0.9984074831008911, + 0.999840497970581, + 1.0, + 1.0, + 0.9992080330848694, + 0.9889037013053894, + 1.0, + 1.0, + 0.9949362277984619, + 0.9942742586135864, + 1.0, + 1.0, + 0.9995251297950745, + 1.0, + 0.9998420476913452, + 0.9884665012359619, + 1.0, + 0.9926744699478149, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_eval.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..7baa48b53ce2a01fa7fd48ecee5827394422144d --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +720.0,720.0,-0.021405887,1000.0,10000.0,10.0,625.0,,128.0,0.0002497952,0.1,1.764355 +718.6957,719.34784,-0.025273304,1176.4706,20000.0,17.0,1250.0,,288.0,0.0002495392,0.1,1.7704477 +701.25,713.31525,-0.026158398,1250.0,30000.0,24.0,1875.0,,448.0,0.0002492832,0.1,1.739714 +685.7447,706.4226,-0.02824178,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,1.7188545 +723.2,709.7781,-0.02780648,1282.0513,50000.0,39.0,3125.0,,768.0,0.0002487712,0.1,1.7164345 +733.6,713.74835,-0.025726289,1304.3478,60000.0,46.0,3750.0,,928.0,0.0002485152,0.1,1.7123463 +772.2,722.09863,-0.027138535,1320.7548,70000.0,53.0,4375.0,,1088.0,0.0002482592,0.1,1.7080501 +800.0,731.8363,-0.024188727,1333.3334,80000.0,60.0,5000.0,,1248.0,0.0002480032,0.1,1.6851628 +801.8,739.61005,-0.025753872,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,1.6564122 +754.0,741.049,-0.026849806,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,1.6727495 +753.0,742.1355,-0.024909716,1358.0247,110000.0,81.0,6875.0,,1696.0,0.0002472864,0.1,1.6398339 +754.0,743.1242,-0.025873695,1379.3103,120000.0,87.0,7500.0,,1856.0,0.0002470304,0.1,1.6095984 +747.8,743.4838,-0.02681138,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.5557599 +766.0,745.09216,-0.022715785,1372.5491,140000.0,102.0,8750.0,,2176.0,0.0002465184,0.1,1.5613551 +701.8,742.206,-0.021972546,1376.1467,150000.0,109.0,9375.0,,2336.0,0.0002462624,0.1,1.5618622 +702.2,739.7056,-0.02558044,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.6166143 +679.0,736.1347,-0.022064086,1382.1138,170000.0,123.0,10625.0,,2656.0,0.0002457504,0.1,1.580159 +684.2,733.24945,-0.026303392,1395.3489,180000.0,129.0,11250.0,,2784.0,0.0002455456,0.1,1.5596201 +679.6,730.4258,-0.023532365,1397.0588,190000.0,136.0,11875.0,,2944.0,0.0002452896,0.1,1.605693 +677.2,727.7645,-0.028103739,1388.8889,200000.0,144.0,12500.0,,3104.0,0.0002450336,0.1,1.5807934 +681.6,725.56616,-0.015696064,1390.7285,210000.0,151.0,13125.0,,3264.0,0.0002447776,0.1,1.5577539 +721.2,725.36774,-0.028475877,1392.405,220000.0,158.0,13750.0,,3424.0,0.0002445216,0.1,1.5991106 +822.6,729.5952,-0.025319863,1393.9395,230000.0,165.0,14375.0,,3584.0,0.0002442656,0.1,1.5629613 +882.0,735.9455,-0.024089491,1395.3489,240000.0,172.0,15000.0,,3744.0,0.0002440096,0.1,1.5689237 +960.0,744.90765,-0.020525742,1396.6481,250000.0,179.0,15625.0,,3904.0,0.0002437536,0.1,1.5628114 +982.2,754.03424,-0.027576823,1405.4054,260000.0,185.0,16250.0,,4032.0,0.0002435488,0.1,1.5541486 +1030.2,764.2626,-0.022321565,1406.25,270000.0,192.0,16875.0,,4192.0,0.0002432928,0.1,1.6046225 +1049.2,774.4389,-0.025988538,1407.0352,280000.0,199.0,17500.0,,4352.0,0.0002430368,0.1,1.5726409 +1061.8,784.3479,-0.01647467,1407.767,290000.0,206.0,18125.0,,4512.0,0.0002427808,0.1,1.5690358 +1126.6,795.7563,-0.022048127,1408.4507,300000.0,213.0,18750.0,,4672.0,0.0002425248,0.1,1.5488144 +1156.2,807.3835,-0.023739018,1402.715,310000.0,221.0,19375.0,,4832.0,0.0002422688,0.1,1.566538 +1194.0,819.46533,-0.022943482,1403.5088,320000.0,228.0,20000.0,,4992.0,0.0002420128,0.1,1.5229036 +1218.6,831.5603,-0.025107494,1398.305,330000.0,236.0,20625.0,,5152.0,0.0002417568,0.1,1.5374167 +1215.2,842.8438,-0.024001593,1399.177,340000.0,243.0,21250.0,,5312.0,0.0002415008,0.1,1.5229814 +1228.0,853.84827,-0.02458627,1400.0,350000.0,250.0,21875.0,,5440.0,0.000241296,0.1,1.5316085 +1257.4,865.05804,-0.015638243,1400.7782,360000.0,257.0,22500.0,,5600.0,0.00024104,0.1,1.4543449 +1337.6,877.82947,-0.021355629,1401.5151,370000.0,264.0,23125.0,,5760.0,0.000240784,0.1,1.4982667 +1442.0,892.67596,-0.019120818,1402.214,380000.0,271.0,23750.0,,5920.0,0.000240528,0.1,1.450321 +1515.6,908.64844,-0.026945883,1397.8495,390000.0,279.0,24375.0,,6080.0,0.000240272,0.1,1.4844973 +1563.0,925.0072,-0.02275362,1403.5088,400000.0,285.0,25000.0,,6240.0,0.000240016,0.1,1.442878 +1576.2,940.88995,-0.0195346,1404.1096,410000.0,292.0,25625.0,,6400.0,0.00023976,0.1,1.4242227 +1563.4,955.7116,-0.020085974,1404.6823,420000.0,299.0,26250.0,,6560.0,0.000239504,0.1,1.3220441 +1689.8,972.78345,-0.026670264,1405.2288,430000.0,306.0,26875.0,,6688.0,0.0002392992,0.1,1.3522937 +1746.4,990.3656,-0.015476167,1405.7509,440000.0,313.0,27500.0,,6848.0,0.0002390432,0.1,1.3353511 +1791.8,1008.17523,-0.01617308,1406.25,450000.0,320.0,28125.0,,7008.0,0.0002387872,0.1,1.3782724 +1890.0,1027.3453,-0.017366407,1406.7278,460000.0,327.0,28750.0,,7168.0,0.0002385312,0.1,1.3241146 +1931.6,1046.5848,-0.009227334,1407.1857,470000.0,334.0,29375.0,,7328.0,0.0002382752,0.1,1.2396541 +2050.9,1067.5082,-0.011914687,1403.5088,480000.0,342.0,30000.0,,7488.0,0.0002380192,0.1,1.2554922 +2222.9,1091.0875,-0.016264848,1408.046,490000.0,348.0,30625.0,,7648.0,0.0002377632,0.1,1.2994487 +2352.1,1116.3079,-0.016823946,1404.4944,500000.0,356.0,31250.0,,7808.0,0.0002375072,0.1,1.2950332 +2438.5,1142.2332,-0.019823762,1401.0989,510000.0,364.0,31875.0,,7968.0,0.0002372512,0.1,1.3075696 +2499.7,1168.3383,-0.015287219,1401.6173,520000.0,371.0,32500.0,,8096.0,0.0002370464,0.1,1.2068377 +2629.1,1195.8998,-0.013958726,1402.1165,530000.0,378.0,33125.0,,8256.0,0.0002367904,0.1,1.2176473 +2667.3,1223.148,-0.0141676115,1402.5974,540000.0,385.0,33750.0,,8416.0,0.0002365344,0.1,1.203124 +2762.5,1251.1362,-0.017308807,1403.0613,550000.0,392.0,34375.0,,8576.0,0.0002362784,0.1,1.0828648 +2822.8,1279.2015,-0.015062937,1400.0,560000.0,400.0,35000.0,,8736.0,0.0002360224,0.1,1.1162494 +2817.2,1306.1841,-0.013507717,1400.4915,570000.0,407.0,35625.0,,8896.0,0.0002357664,0.1,1.1110914 +2888.6,1333.4672,-0.013202999,1400.9662,580000.0,414.0,36250.0,,9056.0,0.0002355104,0.1,1.0507314 +2934.4,1360.6016,0.004874689,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.017 +2987.6,1387.7183,-0.011367441,1392.1113,600000.0,431.0,37500.0,,9344.0,0.0002350496,0.1,1.0787668 +3025.8,1414.572,-0.012999639,1389.5216,610000.0,439.0,38125.0,,9504.0,0.0002347936,0.1,1.0626712 +3039.2,1440.7758,-0.01291783,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.0047554 +3051.0,1466.3348,-0.011725312,1390.7285,630000.0,453.0,39375.0,,9824.0,0.0002342816,0.1,1.0774785 +3068.4,1491.3671,-0.016453642,1391.3043,640000.0,460.0,40000.0,,9984.0,0.0002340256,0.1,1.0873528 +3057.8,1515.466,-0.016384907,1391.8629,650000.0,467.0,40625.0,,10144.0,0.0002337696,0.1,1.0357682 +3100.8,1539.4862,-0.007892428,1389.4736,660000.0,475.0,41250.0,,10304.0,0.0002335136,0.1,0.9355601 +3151.5,1563.546,0.02338444,1390.0415,670000.0,482.0,41875.0,,10464.0,0.0002332576,0.1,0.99789935 +3109.9,1586.2865,-0.01573127,1390.593,680000.0,489.0,42500.0,,10624.0,0.0002330016,0.1,0.88343334 +3203.8,1609.7288,0.000107416825,1393.9395,690000.0,495.0,43125.0,,10752.0,0.0002327968,0.1,1.0529888 +3185.5,1632.2397,-0.014542844,1394.4224,700000.0,502.0,43750.0,,10912.0,0.0002325408,0.1,1.0262294 +3139.4,1653.4673,-0.007958061,1394.892,710000.0,509.0,44375.0,,11072.0,0.0002322848,0.1,0.955399 +3141.5,1674.1345,0.0035480936,1392.6499,720000.0,517.0,45000.0,,11232.0,0.0002320288,0.1,1.0700972 +3047.1,1692.9423,-0.009684832,1393.1298,730000.0,524.0,45625.0,,11392.0,0.0002317728,0.1,1.019943 +3005.6,1710.6809,-0.012711076,1393.597,740000.0,531.0,46250.0,,11552.0,0.0002315168,0.1,0.9910501 +2982.3,1727.6359,-0.008500089,1394.052,750000.0,538.0,46875.0,,11712.0,0.0002312608,0.1,0.9628214 +2980.1,1744.1156,-0.0054101534,1394.4954,760000.0,545.0,47500.0,,11872.0,0.0002310048,0.1,1.1098201 +3064.9,1761.2687,-0.0073202373,1394.9275,770000.0,552.0,48125.0,,12000.0,0.0002308,0.1,1.0051548 +3095.3,1778.3716,-0.009315975,1395.3489,780000.0,559.0,48750.0,,12160.0,0.000230544,0.1,1.0185144 +3145.2,1795.6732,-0.008123231,1395.7598,790000.0,566.0,49375.0,,12320.0,0.000230288,0.1,0.9112437 +3190.5,1813.1086,0.0067351894,1393.7283,800000.0,574.0,50000.0,,12480.0,0.000230032,0.1,1.0223961 +3140.8,1829.4998,0.009806274,1389.3654,810000.0,583.0,50625.0,,12640.0,0.000229776,0.1,1.042733 +3236.9,1846.6633,0.025270673,1387.4789,820000.0,591.0,51250.0,,12800.0,0.00022952,0.1,1.0096283 +3211.1,1863.1022,0.004836646,1385.6427,830000.0,599.0,51875.0,,12960.0,0.000229264,0.1,0.97314084 +3221.5,1879.2737,-0.0084972875,1386.1387,840000.0,606.0,52500.0,,13120.0,0.000229008,0.1,1.0363209 +3256.6,1895.4774,-0.016730534,1386.6232,850000.0,613.0,53125.0,,13280.0,0.000228752,0.1,0.89141655 +3252.6,1911.2578,-0.002883915,1387.0968,860000.0,620.0,53750.0,,13408.0,0.0002285472,0.1,1.0392413 +3248.9,1926.633,-0.014843096,1385.3503,870000.0,628.0,54375.0,,13568.0,0.0002282912,0.1,0.93491364 +3221.2,1941.3441,-0.011918951,1385.8268,880000.0,635.0,55000.0,,13728.0,0.0002280352,0.1,0.9991832 +3231.8,1955.8436,-0.01001368,1386.2928,890000.0,642.0,55625.0,,13888.0,0.0002277792,0.1,1.0128509 +3218.9,1969.8776,-0.01116156,1386.7489,900000.0,649.0,56250.0,,14048.0,0.0002275232,0.1,1.0153475 +3205.8,1983.4591,-0.013385314,1385.0837,910000.0,657.0,56875.0,,14208.0,0.0002272672,0.1,0.9905053 +3264.0,1997.378,0.0056680697,1385.5421,920000.0,664.0,57500.0,,14368.0,0.0002270112,0.1,1.0302117 +3226.4,2010.5934,0.00063878915,1385.9911,930000.0,671.0,58125.0,,14528.0,0.0002267552,0.1,0.99526966 +3242.3,2023.6967,0.009198324,1386.4307,940000.0,678.0,58750.0,,14656.0,0.0002265504,0.1,1.006125 +3215.2,2036.2388,-0.015158852,1386.8613,950000.0,685.0,59375.0,,14816.0,0.0002262944,0.1,1.0083932 +3111.3,2047.4375,-0.012403594,1385.2814,960000.0,693.0,60000.0,,14976.0,0.0002260384,0.1,0.97609586 +3042.6,2057.6968,0.0022179824,1385.7142,970000.0,700.0,60625.0,,15136.0,0.0002257824,0.1,1.0114331 +2998.0,2067.2917,0.0015587043,1384.1808,980000.0,708.0,61250.0,,15296.0,0.0002255264,0.1,1.0412279 +3062.5,2077.3445,-0.0077115786,1384.6154,990000.0,715.0,61875.0,,15456.0,0.0002252704,0.1,1.0821798 +3067.0,2087.241,0.010206162,1385.0415,1000000.0,722.0,62500.0,,15616.0,0.0002250144,0.1,0.98151886 +3188.4,2111.925,0.0024291673,1385.4595,1010000.0,729.0,63125.0,,15776.0,0.0002247584,0.1,1.0512033 +3154.3,2136.281,0.0039803796,1383.9891,1020000.0,737.0,63750.0,,15936.0,0.0002245024,0.1,1.0709887 +3142.6,2160.6946,-0.016782835,1384.4086,1030000.0,744.0,64375.0,,16064.0,0.0002242976,0.1,1.0358882 +3141.7,2185.2542,0.010161935,1382.9788,1040000.0,752.0,65000.0,,16224.0,0.0002240416,0.1,1.1146127 +3149.5,2209.517,0.022294737,1383.3992,1050000.0,759.0,65625.0,,16384.0,0.0002237856,0.1,1.0508707 +3169.9,2233.8801,0.003076509,1383.812,1060000.0,766.0,66250.0,,16544.0,0.0002235296,0.1,1.0881776 +3179.4,2257.9521,-0.0032490836,1382.429,1070000.0,774.0,66875.0,,16704.0,0.0002232736,0.1,1.0547683 +3141.2,2281.3643,-0.010488402,1382.8425,1080000.0,781.0,67500.0,,16864.0,0.0002230176,0.1,0.9988189 +3104.1,2304.387,0.03272349,1381.4956,1090000.0,789.0,68125.0,,17024.0,0.0002227616,0.1,0.9975935 +3119.7,2328.044,-0.0029502076,1381.9095,1100000.0,796.0,68750.0,,17184.0,0.0002225056,0.1,1.0047671 +3109.1,2351.605,0.0090684965,1382.3163,1110000.0,803.0,69375.0,,17312.0,0.0002223008,0.1,1.0613642 +3094.1,2375.0059,-0.016397031,1384.4252,1120000.0,809.0,70000.0,,17472.0,0.0002220448,0.1,1.0181854 +3099.4,2398.522,0.012711164,1384.804,1130000.0,816.0,70625.0,,17632.0,0.0002217888,0.1,1.0327978 +3126.5,2422.127,0.0061283694,1385.1761,1140000.0,823.0,71250.0,,17792.0,0.0002215328,0.1,1.0053345 +3163.5,2446.7441,0.0068992297,1385.5421,1150000.0,830.0,71875.0,,17952.0,0.0002212768,0.1,1.0439227 +3215.2,2471.874,-0.0027247337,1384.2482,1160000.0,838.0,72500.0,,18112.0,0.0002210208,0.1,1.0732994 +3210.1,2497.185,0.000985916,1384.6154,1170000.0,845.0,73125.0,,18272.0,0.0002207648,0.1,1.1309013 +3221.3,2522.556,0.038521484,1386.604,1180000.0,851.0,73750.0,,18432.0,0.0002205088,0.1,1.0129474 +3211.1,2547.8708,0.009808434,1385.3318,1190000.0,859.0,74375.0,,18592.0,0.0002202528,0.1,1.0492941 +3217.2,2573.271,0.009143956,1385.6813,1200000.0,866.0,75000.0,,18720.0,0.000220048,0.1,1.0837426 +3220.4,2598.6592,0.0066824313,1386.0251,1210000.0,873.0,75625.0,,18880.0,0.000219792,0.1,0.9824023 +3270.9,2624.156,-0.018276492,1386.3636,1220000.0,880.0,76250.0,,19040.0,0.000219536,0.1,0.9934442 +3253.5,2648.465,-0.0069539202,1386.6968,1230000.0,887.0,76875.0,,19200.0,0.00021928,0.1,1.0407696 +3254.0,2672.185,0.0020378744,1387.0247,1240000.0,894.0,77500.0,,19360.0,0.000219024,0.1,1.0514622 +3257.8,2695.163,-0.008423459,1385.8093,1250000.0,902.0,78125.0,,19520.0,0.000218768,0.1,1.1198328 +3190.7,2717.248,0.015737122,1386.1387,1260000.0,909.0,78750.0,,19680.0,0.000218512,0.1,1.056521 +3228.9,2739.235,-0.014399719,1386.4629,1270000.0,916.0,79375.0,,19840.0,0.000218256,0.1,1.1190091 +3234.1,2761.084,-0.017499343,1388.2864,1280000.0,922.0,80000.0,,20000.0,0.000218,0.1,1.0934805 +3259.9,2783.065,0.026819471,1388.5898,1290000.0,929.0,80625.0,,20128.0,0.0002177952,0.1,1.0148034 +3283.4,2804.633,-0.0047281133,1388.8889,1300000.0,936.0,81250.0,,20288.0,0.0002175392,0.1,1.0869803 +3290.1,2825.972,-0.015635163,1389.1835,1310000.0,943.0,81875.0,,20448.0,0.0002172832,0.1,1.1622171 +3273.6,2846.768,-0.0077358615,1389.4736,1320000.0,950.0,82500.0,,20608.0,0.0002170272,0.1,1.1377021 +3242.3,2867.005,-0.003926502,1389.7596,1330000.0,957.0,83125.0,,20768.0,0.0002167712,0.1,1.1380981 +3217.2,2887.025,0.009682192,1390.0415,1340000.0,964.0,83750.0,,20928.0,0.0002165152,0.1,1.1248608 +3159.1,2906.3357,-0.011575303,1390.3192,1350000.0,971.0,84375.0,,21088.0,0.0002162592,0.1,1.1434922 +3167.7,2925.4387,0.005995212,1390.593,1360000.0,978.0,85000.0,,21248.0,0.0002160032,0.1,1.0878123 +3206.9,2944.1318,0.009342182,1390.8629,1370000.0,985.0,85625.0,,21376.0,0.0002157984,0.1,1.1126344 +3254.0,2962.252,-0.011955596,1389.7281,1380000.0,993.0,86250.0,,21536.0,0.0002155424,0.1,1.2080262 +3247.9,2979.575,0.0027098614,1391.3914,1390000.0,999.0,86875.0,,21696.0,0.0002152864,0.1,1.0435534 +3298.6,2996.931,-0.0019941078,1391.6501,1400000.0,1006.0,87500.0,,21856.0,0.0002150304,0.1,1.0496454 +3253.0,3013.6987,0.008782456,1391.9053,1410000.0,1013.0,88125.0,,22016.0,0.0002147744,0.1,1.0926132 +3289.0,3030.955,-0.0124596525,1392.1569,1420000.0,1020.0,88750.0,,22176.0,0.0002145184,0.1,1.1758021 +3418.2,3048.2388,0.006969164,1392.405,1430000.0,1027.0,89375.0,,22336.0,0.0002142624,0.1,1.1777453 +3429.7,3065.0718,0.012718171,1391.3043,1440000.0,1035.0,90000.0,,22496.0,0.0002140064,0.1,1.1096005 +3403.1,3081.1846,0.021136677,1392.8915,1450000.0,1041.0,90625.0,,22656.0,0.0002137504,0.1,1.17606 +3318.5,3095.4697,-0.0004934292,1393.1298,1460000.0,1048.0,91250.0,,22784.0,0.0002135456,0.1,1.0946453 +3354.3,3109.6973,-0.011416123,1393.3649,1470000.0,1055.0,91875.0,,22944.0,0.0002132896,0.1,1.1748984 +3330.5,3122.493,0.010677715,1393.597,1480000.0,1062.0,92500.0,,23104.0,0.0002130336,0.1,1.1288762 +3386.7,3134.1313,0.005678282,1393.826,1490000.0,1069.0,93125.0,,23264.0,0.0002127776,0.1,1.151001 +3378.0,3144.39,0.011998312,1394.052,1500000.0,1076.0,93750.0,,23424.0,0.0002125216,0.1,1.1734736 +3416.7,3154.1719,0.0050385436,1392.9889,1510000.0,1084.0,94375.0,,23584.0,0.0002122656,0.1,1.10127 +3412.1,3163.2957,0.014309412,1393.2173,1520000.0,1091.0,95000.0,,23744.0,0.0002120096,0.1,1.1924387 +3446.7,3171.472,0.004440695,1393.4426,1530000.0,1098.0,95625.0,,23904.0,0.0002117536,0.1,1.0858773 +3506.2,3179.8606,-0.010134821,1394.9275,1540000.0,1104.0,96250.0,,24032.0,0.0002115488,0.1,1.2330971 +3566.7,3187.9026,-0.0057953754,1395.1395,1550000.0,1111.0,96875.0,,24192.0,0.0002112928,0.1,1.1833577 +3623.7,3195.9116,0.023712955,1395.3489,1560000.0,1118.0,97500.0,,24352.0,0.0002110368,0.1,1.106048 +3654.7,3204.2866,0.028530538,1395.5555,1570000.0,1125.0,98125.0,,24512.0,0.0002107808,0.1,1.0877986 +3652.6,3211.9265,0.018398095,1395.7598,1580000.0,1132.0,98750.0,,24672.0,0.0002105248,0.1,1.1667609 +3647.0,3219.0527,0.010240104,1395.9614,1590000.0,1139.0,99375.0,,24832.0,0.0002102688,0.1,1.1421113 +3612.0,3225.2969,0.0075060334,1394.9434,1600000.0,1147.0,100000.0,,24992.0,0.0002100128,0.1,1.1653986 +3496.0,3229.999,0.009253434,1395.1473,1610000.0,1154.0,100625.0,,25152.0,0.0002097568,0.1,1.248863 +3513.1,3234.7378,0.007898475,1394.1481,1620000.0,1162.0,101250.0,,25312.0,0.0002095008,0.1,1.2258606 +3460.3,3238.831,0.0014100765,1394.3541,1630000.0,1169.0,101875.0,,25440.0,0.000209296,0.1,1.1507639 +3494.4,3243.0913,0.020586053,1394.5579,1640000.0,1176.0,102500.0,,25600.0,0.00020904,0.1,1.1534827 +3472.2,3247.235,0.03917594,1392.405,1650000.0,1185.0,103125.0,,25760.0,0.000208784,0.1,1.0440993 +3509.2,3251.319,0.025562325,1392.6174,1660000.0,1192.0,103750.0,,25920.0,0.000208528,0.1,1.1453798 +3484.6,3254.6497,-0.0027786607,1392.8274,1670000.0,1199.0,104375.0,,26080.0,0.000208272,0.1,1.1470348 +3533.1,3258.8818,0.0009868157,1393.0348,1680000.0,1206.0,105000.0,,26240.0,0.000208016,0.1,1.2127081 +3500.0,3261.8438,0.021234749,1393.2399,1690000.0,1213.0,105625.0,,26400.0,0.00020776,0.1,1.1762042 +3499.6,3264.9846,0.064793766,1393.4426,1700000.0,1220.0,106250.0,,26560.0,0.000207504,0.1,1.1723328 +3443.6,3268.0266,0.018634992,1394.7798,1710000.0,1226.0,106875.0,,26688.0,0.0002072992,0.1,1.220495 +3389.8,3270.51,0.0025054864,1394.9716,1720000.0,1233.0,107500.0,,26848.0,0.0002070432,0.1,1.2189145 +3502.8,3275.0671,0.032238204,1395.1613,1730000.0,1240.0,108125.0,,27008.0,0.0002067872,0.1,1.1086793 +3586.6,3280.877,0.018735787,1395.3489,1740000.0,1247.0,108750.0,,27168.0,0.0002065312,0.1,1.1117475 +3579.3,3286.8472,0.0132274395,1395.5343,1750000.0,1254.0,109375.0,,27328.0,0.0002062752,0.1,1.1224682 +3541.6,3292.462,0.008277427,1395.7177,1760000.0,1261.0,110000.0,,27488.0,0.0002060192,0.1,1.2182028 +3498.7,3296.8,-0.0027508056,1395.899,1770000.0,1268.0,110625.0,,27648.0,0.0002057632,0.1,1.1658791 +3462.2,3300.469,0.01785983,1396.0785,1780000.0,1275.0,111250.0,,27808.0,0.0002055072,0.1,1.097064 +3544.3,3304.46,0.050113138,1396.2559,1790000.0,1282.0,111875.0,,27968.0,0.0002052512,0.1,1.1131399 +3605.9,3308.614,0.003996627,1397.5155,1800000.0,1288.0,112500.0,,28096.0,0.0002050464,0.1,1.1406425 +3628.2,3313.488,0.010754525,1396.605,1810000.0,1296.0,113125.0,,28256.0,0.0002047904,0.1,1.0491853 +3575.3,3316.872,0.0041816067,1396.7766,1820000.0,1303.0,113750.0,,28416.0,0.0002045344,0.1,1.1286985 +3562.5,3320.3862,0.028722763,1396.9465,1830000.0,1310.0,114375.0,,28576.0,0.0002042784,0.1,1.1023322 +3607.1,3324.242,0.0045081717,1397.1146,1840000.0,1317.0,115000.0,,28736.0,0.0002040224,0.1,1.150063 +3648.0,3328.156,0.029333742,1397.281,1850000.0,1324.0,115625.0,,28896.0,0.0002037664,0.1,1.02319 +3537.1,3331.001,-0.0038741631,1398.4962,1860000.0,1330.0,116250.0,,29056.0,0.0002035104,0.1,1.1047618 +3571.0,3334.222,0.022478841,1398.6537,1870000.0,1337.0,116875.0,,29216.0,0.0002032544,0.1,1.1680858 +3575.6,3337.7659,0.0151121775,1398.8096,1880000.0,1344.0,117500.0,,29344.0,0.0002030496,0.1,0.98639953 +3583.8,3341.286,0.023278961,1398.9637,1890000.0,1351.0,118125.0,,29504.0,0.0002027936,0.1,1.1261328 +3635.9,3345.4563,0.028038602,1399.1163,1900000.0,1358.0,118750.0,,29664.0,0.0002025376,0.1,1.0873743 +3586.4,3349.2622,0.021077588,1399.2675,1910000.0,1365.0,119375.0,,29824.0,0.0002022816,0.1,1.0320876 +3578.0,3352.4026,0.0016752344,1399.4169,1920000.0,1372.0,120000.0,,29984.0,0.0002020256,0.1,1.1327008 +3511.7,3355.255,0.0028394223,1399.565,1930000.0,1379.0,120625.0,,30144.0,0.0002017696,0.1,0.9911227 +3546.8,3358.3,0.020387448,1397.6946,1940000.0,1388.0,121250.0,,30304.0,0.0002015136,0.1,1.019935 +3484.4,3360.9922,0.0070068273,1397.8495,1950000.0,1395.0,121875.0,,30464.0,0.0002012576,0.1,1.0610024 +3553.0,3365.4092,0.03524666,1398.0028,1960000.0,1402.0,122500.0,,30624.0,0.0002010016,0.1,1.0724344 +3543.4,3370.4172,0.01320789,1398.1547,1970000.0,1409.0,123125.0,,30752.0,0.0002007968,0.1,1.0676253 +3573.0,3376.1672,0.025007198,1398.305,1980000.0,1416.0,123750.0,,30912.0,0.0002005408,0.1,0.926726 +3674.3,3382.2854,0.0009422392,1398.454,1990000.0,1423.0,124375.0,,31072.0,0.0002002848,0.1,1.148645 +3687.9,3388.4941,0.0027265856,1398.6014,2000000.0,1430.0,125000.0,,31232.0,0.0002000288,0.1,1.0600934 +3795.6,3394.5662,0.0051807235,1398.7474,2010000.0,1437.0,125625.0,,31392.0,0.0001997728,0.1,1.0227973 +3757.3,3400.5962,-0.0012478671,1398.892,2020000.0,1444.0,126250.0,,31552.0,0.0001995168,0.1,1.1955272 +3754.6,3406.7158,0.011712767,1399.0352,2030000.0,1451.0,126875.0,,31712.0,0.0001992608,0.1,1.1484321 +3857.8,3413.877,0.0069937767,1399.177,2040000.0,1458.0,127500.0,,31872.0,0.0001990048,0.1,1.1707433 +3922.9,3421.6113,0.006622821,1400.2732,2050000.0,1464.0,128125.0,,32000.0,0.0001988,0.1,1.141835 +3993.4,3429.846,0.013246732,1400.4078,2060000.0,1471.0,128750.0,,32160.0,0.000198544,0.1,1.1633695 +4020.6,3438.258,0.014631687,1400.5413,2070000.0,1478.0,129375.0,,32320.0,0.000198288,0.1,1.1370388 +3953.3,3446.3792,0.016928501,1400.6733,2080000.0,1485.0,130000.0,,32480.0,0.000198032,0.1,1.0870445 +3909.2,3454.43,-0.013260718,1400.8043,2090000.0,1492.0,130625.0,,32640.0,0.000197776,0.1,1.0440179 +3876.7,3461.9998,0.01321057,1400.0,2100000.0,1500.0,131250.0,,32800.0,0.00019752,0.1,1.0628612 +3840.1,3469.31,-4.448084e-05,1400.1327,2110000.0,1507.0,131875.0,,32960.0,0.000197264,0.1,1.1893638 +3873.5,3477.1038,0.008509813,1400.2642,2120000.0,1514.0,132500.0,,33120.0,0.000197008,0.1,1.0724863 +3826.6,3484.376,0.018983873,1399.4744,2130000.0,1522.0,133125.0,,33280.0,0.000196752,0.1,1.0101182 +3765.8,3490.769,-0.016101513,1400.5236,2140000.0,1528.0,133750.0,,33408.0,0.0001965472,0.1,1.1391617 +3801.9,3497.153,0.0063972664,1399.7396,2150000.0,1536.0,134375.0,,33568.0,0.0001962912,0.1,1.01085 +3734.7,3502.3481,0.006100177,1399.8704,2160000.0,1543.0,135000.0,,33728.0,0.0001960352,0.1,1.0497007 +3670.3,3506.9502,0.026586078,1400.0,2170000.0,1550.0,135625.0,,33888.0,0.0001957792,0.1,1.1235421 +3721.6,3511.9531,0.010379586,1399.2297,2180000.0,1558.0,136250.0,,34048.0,0.0001955232,0.1,0.98015404 +3696.4,3516.806,0.0017135679,1399.361,2190000.0,1565.0,136875.0,,34208.0,0.0001952672,0.1,1.1123459 +3700.7,3521.6409,0.02331174,1399.4911,2200000.0,1572.0,137500.0,,34368.0,0.0001950112,0.1,1.0037373 +3707.7,3526.5137,0.018517694,1399.62,2210000.0,1579.0,138125.0,,34528.0,0.0001947552,0.1,0.97672534 +3651.2,3530.3167,0.023327218,1400.6309,2220000.0,1585.0,138750.0,,34656.0,0.0001945504,0.1,1.0163257 +3650.3,3534.2847,0.027270984,1399.8745,2230000.0,1593.0,139375.0,,34816.0,0.0001942944,0.1,1.1163342 +3778.3,3539.528,0.035858564,1400.0,2240000.0,1600.0,140000.0,,34976.0,0.0001940384,0.1,0.988484 +3858.1,3545.531,0.018871129,1399.2538,2250000.0,1608.0,140625.0,,35136.0,0.0001937824,0.1,1.0354443 +3924.5,3552.8694,0.03387836,1399.3809,2260000.0,1615.0,141250.0,,35296.0,0.0001935264,0.1,1.0120807 +3921.4,3559.794,-0.00023802667,1398.6445,2270000.0,1623.0,141875.0,,35456.0,0.0001932704,0.1,1.1070583 +3814.4,3565.5972,0.014279436,1397.9154,2280000.0,1631.0,142500.0,,35616.0,0.0001930144,0.1,1.0826056 +3797.6,3570.974,0.017718256,1398.0464,2290000.0,1638.0,143125.0,,35776.0,0.0001927584,0.1,1.0270486 +3862.1,3576.7612,0.020908915,1397.3269,2300000.0,1646.0,143750.0,,35936.0,0.0001925024,0.1,0.9745264 +3901.2,3582.8718,0.009325698,1397.4591,2310000.0,1653.0,144375.0,,36064.0,0.0001922976,0.1,1.0307542 +3900.1,3589.137,0.013953427,1396.7489,2320000.0,1661.0,145000.0,,36224.0,0.0001920416,0.1,0.99392533 +3970.1,3596.4148,0.0045730476,1396.8824,2330000.0,1668.0,145625.0,,36384.0,0.0001917856,0.1,1.0355363 +3971.1,3603.9539,0.015324344,1397.0149,2340000.0,1675.0,146250.0,,36544.0,0.0001915296,0.1,0.94067895 +3961.3,3611.9758,0.015898041,1397.1462,2350000.0,1682.0,146875.0,,36704.0,0.0001912736,0.1,0.89781487 +3999.4,3620.2935,0.0140635315,1397.2765,2360000.0,1689.0,147500.0,,36864.0,0.0001910176,0.1,0.96989787 +3954.4,3627.768,0.026678603,1397.4056,2370000.0,1696.0,148125.0,,37024.0,0.0001907616,0.1,1.0167179 +3934.4,3634.5723,0.012232218,1396.7136,2380000.0,1704.0,148750.0,,37184.0,0.0001905056,0.1,0.901963 +3892.9,3641.0222,0.0015077579,1397.6608,2390000.0,1710.0,149375.0,,37312.0,0.0001903008,0.1,1.0627401 +3862.8,3646.6643,0.02403022,1397.7869,2400000.0,1717.0,150000.0,,37472.0,0.0001900448,0.1,1.0140603 +3903.7,3653.1711,0.010315929,1397.1014,2410000.0,1725.0,150625.0,,37632.0,0.0001897888,0.1,0.9935435 +3938.1,3659.6619,-0.00043374975,1397.2286,2420000.0,1732.0,151250.0,,37792.0,0.0001895328,0.1,1.0637567 +3888.2,3664.3618,0.008734289,1397.3549,2430000.0,1739.0,151875.0,,37952.0,0.0001892768,0.1,0.947739 +3892.9,3668.9937,0.006428605,1397.48,2440000.0,1746.0,152500.0,,38112.0,0.0001890208,0.1,0.9920442 +3893.3,3673.8962,0.015225533,1397.6041,2450000.0,1753.0,153125.0,,38272.0,0.0001887648,0.1,0.9056239 +3861.5,3679.326,0.03915038,1397.7273,2460000.0,1760.0,153750.0,,38432.0,0.0001885088,0.1,0.93942565 +3895.4,3684.7375,0.0046775416,1397.8495,2470000.0,1767.0,154375.0,,38592.0,0.0001882528,0.1,0.95659775 +3933.9,3690.7712,0.022488814,1397.9707,2480000.0,1774.0,155000.0,,38720.0,0.000188048,0.1,0.9497009 +3873.0,3695.6343,0.023067065,1398.091,2490000.0,1781.0,155625.0,,38880.0,0.000187792,0.1,0.835112 +3840.9,3700.2634,0.019175405,1398.2103,2500000.0,1788.0,156250.0,,39040.0,0.000187536,0.1,1.0215157 +3765.9,3703.7554,0.008051617,1399.1082,2510000.0,1794.0,156875.0,,39200.0,0.00018728,0.1,0.9656016 +3861.8,3708.2524,-0.0018170993,1400.7782,2520000.0,1799.0,157500.0,,39360.0,0.000187024,0.1,0.91259855 +3848.4,3712.269,0.0067843776,1402.439,2530000.0,1804.0,158125.0,,39520.0,0.000186768,0.1,0.983986 +3957.1,3716.7783,0.01728842,1404.0907,2540000.0,1809.0,158750.0,,39680.0,0.000186512,0.1,1.0232369 +3943.2,3720.5432,0.0017220206,1405.7332,2550000.0,1814.0,159375.0,,39840.0,0.000186256,0.1,0.9505912 +3999.4,3724.3,0.024473177,1407.3667,2560000.0,1819.0,160000.0,,40000.0,0.000186,0.1,0.9293852 +3966.7,3727.4197,0.0020021745,1408.9912,2570000.0,1824.0,160625.0,,40128.0,0.0001857952,0.1,0.94308496 +3966.9,3730.5627,-0.004600563,1410.6069,2580000.0,1829.0,161250.0,,40288.0,0.0001855392,0.1,0.9210531 +3974.5,3733.8381,0.0027009693,1412.2137,2590000.0,1834.0,161875.0,,40448.0,0.0001852832,0.1,0.9784678 +4076.5,3738.483,-0.0076505817,1413.8119,2600000.0,1839.0,162500.0,,40608.0,0.0001850272,0.1,0.97660005 +4099.8,3744.521,0.009260872,1415.4012,2610000.0,1844.0,163125.0,,40768.0,0.0001847712,0.1,0.87422895 +4081.3,3750.2031,0.0073142285,1416.9822,2620000.0,1849.0,163750.0,,40928.0,0.0001845152,0.1,0.9964891 +3979.4,3755.394,0.011224133,1418.5544,2630000.0,1854.0,164375.0,,41088.0,0.0001842592,0.1,0.8651396 +3931.6,3759.7664,0.019141607,1420.1183,2640000.0,1859.0,165000.0,,41248.0,0.0001840032,0.1,0.750064 +3820.8,3763.2522,-0.004484064,1421.6738,2650000.0,1864.0,165625.0,,41376.0,0.0001837984,0.1,0.9847164 +3901.4,3767.174,0.0076640146,1422.4598,2660000.0,1870.0,166250.0,,41536.0,0.0001835424,0.1,0.8661508 +3929.9,3771.6272,0.0047530024,1424.0,2670000.0,1875.0,166875.0,,41696.0,0.0001832864,0.1,0.96264637 +4041.6,3776.7122,0.007866662,1425.5319,2680000.0,1880.0,167500.0,,41856.0,0.0001830304,0.1,0.901771 +4055.4,3782.2664,-0.0007129492,1427.0557,2690000.0,1885.0,168125.0,,42016.0,0.0001827744,0.1,0.9343745 +4018.6,3787.456,-0.0010356244,1428.5714,2700000.0,1890.0,168750.0,,42176.0,0.0001825184,0.1,0.88712275 +3957.1,3792.5906,0.010015389,1430.0791,2710000.0,1895.0,169375.0,,42336.0,0.0001822624,0.1,0.8492003 +3995.8,3798.651,-0.0017178813,1431.579,2720000.0,1900.0,170000.0,,42496.0,0.0001820064,0.1,0.9128611 +3971.1,3803.3337,0.0057008723,1433.0709,2730000.0,1905.0,170625.0,,42656.0,0.0001817504,0.1,0.86956155 +3943.2,3806.8997,0.013724129,1434.5549,2740000.0,1910.0,171250.0,,42784.0,0.0001815456,0.1,0.8651165 +3888.9,3809.9958,0.016860228,1435.2819,2750000.0,1916.0,171875.0,,42944.0,0.0001812896,0.1,0.8662673 +4010.3,3814.683,-0.00015503625,1436.7517,2760000.0,1921.0,172500.0,,43104.0,0.0001810336,0.1,0.9058075 +4108.1,3820.7769,0.01100633,1437.4675,2770000.0,1927.0,173125.0,,43264.0,0.0001807776,0.1,0.84082794 +4112.1,3827.276,0.011315664,1438.9233,2780000.0,1932.0,173750.0,,43424.0,0.0001805216,0.1,0.71108973 +4071.8,3832.5513,0.02110277,1440.3717,2790000.0,1937.0,174375.0,,43584.0,0.0001802656,0.1,0.7145492 +4099.5,3837.4868,-0.0015766593,1441.8126,2800000.0,1942.0,175000.0,,43744.0,0.0001800096,0.1,0.811963 +4141.1,3842.616,-0.008502318,1442.5051,2810000.0,1948.0,175625.0,,43904.0,0.0001797536,0.1,0.86567986 +4142.3,3848.2861,-0.0062141,1443.9324,2820000.0,1953.0,176250.0,,44032.0,0.0001795488,0.1,0.9337076 +4085.2,3853.5127,0.00775398,1444.6146,2830000.0,1959.0,176875.0,,44192.0,0.0001792928,0.1,0.80895674 +4071.1,3858.153,-0.0037364175,1446.0286,2840000.0,1964.0,177500.0,,44352.0,0.0001790368,0.1,0.75807106 +4025.8,3861.931,0.007307085,1447.4353,2850000.0,1969.0,178125.0,,44512.0,0.0001787808,0.1,0.8829244 +3954.4,3866.1045,0.0056439503,1448.1013,2860000.0,1975.0,178750.0,,44672.0,0.0001785248,0.1,0.78525317 +4038.9,3870.7834,0.012692444,1449.495,2870000.0,1980.0,179375.0,,44832.0,0.0001782688,0.1,0.82097656 +4094.6,3875.9734,0.018445477,1450.8816,2880000.0,1985.0,180000.0,,44992.0,0.0001780128,0.1,0.830544 +4197.5,3882.1104,0.0075898683,1451.5319,2890000.0,1991.0,180625.0,,45152.0,0.0001777568,0.1,0.7580254 +4125.0,3887.0012,0.010784071,1452.9058,2900000.0,1996.0,181250.0,,45312.0,0.0001775008,0.1,0.8291024 +4117.3,3892.3103,0.0018198022,1454.2728,2910000.0,2001.0,181875.0,,45440.0,0.000177296,0.1,0.7499157 +3993.6,3896.4663,0.004006172,1454.1832,2920000.0,2008.0,182500.0,,45600.0,0.00017704,0.1,0.851072 +4048.4,3901.833,0.025606306,1454.8163,2930000.0,2014.0,183125.0,,45760.0,0.000176784,0.1,0.7389194 +4089.2,3907.2568,-0.0068318015,1456.1664,2940000.0,2019.0,183750.0,,45920.0,0.000176528,0.1,0.82984436 +4234.9,3914.7622,0.0017026137,1456.7902,2950000.0,2025.0,184375.0,,46080.0,0.000176272,0.1,0.80193293 +4167.6,3920.9082,0.007770443,1457.4102,2960000.0,2031.0,185000.0,,46240.0,0.000176016,0.1,0.7577859 +4161.2,3927.0862,0.008508075,1458.0265,2970000.0,2037.0,185625.0,,46400.0,0.00017576,0.1,0.87536526 +4066.8,3932.0244,-0.0033950743,1458.6393,2980000.0,2043.0,186250.0,,46560.0,0.000175504,0.1,0.7704675 +4089.0,3936.1711,0.0049536983,1459.9609,2990000.0,2048.0,186875.0,,46688.0,0.0001752992,0.1,0.7903013 +4028.4,3939.576,0.013792237,1460.5647,3000000.0,2054.0,187500.0,,46848.0,0.0001750432,0.1,0.8692454 +4028.4,3941.9043,0.010161834,1461.165,3010000.0,2060.0,188125.0,,47008.0,0.0001747872,0.1,0.8755017 +3942.0,3943.7512,0.0044539003,1462.4697,3020000.0,2065.0,188750.0,,47168.0,0.0001745312,0.1,0.9142457 +3900.9,3945.2146,0.03860299,1463.0613,3030000.0,2071.0,189375.0,,47328.0,0.0001742752,0.1,0.7779638 +3905.5,3945.6912,0.007759046,1464.3545,3040000.0,2076.0,190000.0,,47488.0,0.0001740192,0.1,0.85607 +4019.1,3946.653,-0.0004440504,1465.6415,3050000.0,2081.0,190625.0,,47648.0,0.0001737632,0.1,0.7985289 +4055.3,3947.2722,0.018603178,1466.9224,3060000.0,2086.0,191250.0,,47808.0,0.0001735072,0.1,0.8785766 +4097.4,3948.04,-0.0054489197,1467.4952,3070000.0,2092.0,191875.0,,47968.0,0.0001732512,0.1,0.8909261 +4057.1,3949.0781,-0.004767823,1469.4657,3080000.0,2096.0,192500.0,,48096.0,0.0001730464,0.1,0.7817887 +4073.9,3950.7253,0.02400796,1470.0286,3090000.0,2102.0,193125.0,,48256.0,0.0001727904,0.1,0.80049515 +4056.9,3952.527,4.7583075e-05,1471.2861,3100000.0,2107.0,193750.0,,48416.0,0.0001725344,0.1,0.8252456 +4035.1,3954.4768,0.012881175,1471.841,3110000.0,2113.0,194375.0,,48576.0,0.0001722784,0.1,0.69653225 +4054.2,3956.2842,-0.004031794,1473.0878,3120000.0,2118.0,195000.0,,48736.0,0.0001720224,0.1,0.8353237 +4079.3,3958.811,0.018929416,1473.6346,3130000.0,2124.0,195625.0,,48896.0,0.0001717664,0.1,0.7946321 +4080.2,3961.9546,0.0075182486,1474.8708,3140000.0,2129.0,196250.0,,49056.0,0.0001715104,0.1,0.7106254 +4085.3,3964.7888,0.0056302724,1476.1012,3150000.0,2134.0,196875.0,,49216.0,0.0001712544,0.1,0.78783107 +4044.5,3967.887,-0.0067837904,1477.3258,3160000.0,2139.0,197500.0,,49344.0,0.0001710496,0.1,0.87693495 +4152.2,3972.7056,-0.0009986705,1478.5448,3170000.0,2144.0,198125.0,,49504.0,0.0001707936,0.1,0.83222187 +4111.6,3976.606,0.0077439076,1479.758,3180000.0,2149.0,198750.0,,49664.0,0.0001705376,0.1,0.68986577 +4145.2,3981.0935,-0.0010941897,1480.9657,3190000.0,2154.0,199375.0,,49824.0,0.0001702816,0.1,0.71878016 +4103.7,3985.1235,0.0022570086,1482.1677,3200000.0,2159.0,200000.0,,49984.0,0.0001700256,0.1,0.8055155 +4159.0,3989.6365,0.01083169,1482.679,3210000.0,2165.0,200625.0,,50144.0,0.0001697696,0.1,0.753025 +4153.8,3994.663,-0.0040108985,1483.871,3220000.0,2170.0,201250.0,,50304.0,0.0001695136,0.1,0.8472212 +4226.7,4000.4268,-0.00059663004,1485.0575,3230000.0,2175.0,201875.0,,50464.0,0.0001692576,0.1,0.7932917 +4239.5,4005.039,0.013453446,1486.2385,3240000.0,2180.0,202500.0,,50624.0,0.0001690016,0.1,0.8138515 +4213.7,4008.595,-0.00092215993,1487.4142,3250000.0,2185.0,203125.0,,50752.0,0.0001687968,0.1,0.82493794 +4130.7,4010.657,0.0065250937,1487.2263,3260000.0,2192.0,203750.0,,50912.0,0.0001685408,0.1,0.75793123 +4039.1,4011.8335,0.014228757,1487.7161,3270000.0,2198.0,204375.0,,51072.0,0.0001682848,0.1,0.87283534 +4069.6,4014.3857,0.0111646615,1488.8788,3280000.0,2203.0,205000.0,,51232.0,0.0001680288,0.1,0.8259218 +4039.9,4016.8088,0.010769991,1489.3617,3290000.0,2209.0,205625.0,,51392.0,0.0001677728,0.1,0.9254181 +4109.9,4019.2869,-0.0033423742,1490.5149,3300000.0,2214.0,206250.0,,51552.0,0.0001675168,0.1,0.82016295 +4187.9,4022.154,0.011767515,1490.991,3310000.0,2220.0,206875.0,,51712.0,0.0001672608,0.1,0.7548331 +4132.6,4024.479,0.005263038,1492.1349,3320000.0,2225.0,207500.0,,51872.0,0.0001670048,0.1,0.85527945 +4116.0,4025.9382,-0.006882434,1493.2736,3330000.0,2230.0,208125.0,,52000.0,0.0001668,0.1,0.83320546 +4100.1,4027.2278,0.003170119,1493.7388,3340000.0,2236.0,208750.0,,52160.0,0.000166544,0.1,0.8706 +4136.6,4028.981,0.008417122,1494.2017,3350000.0,2242.0,209375.0,,52320.0,0.000166288,0.1,0.845609 +4140.6,4030.3928,0.008989024,1494.6619,3360000.0,2248.0,210000.0,,52480.0,0.000166032,0.1,0.6894215 +4151.9,4032.3682,-0.003718025,1495.1198,3370000.0,2254.0,210625.0,,52640.0,0.000165776,0.1,0.82182145 +4159.6,4034.62,-0.0061889756,1496.2373,3380000.0,2259.0,211250.0,,52800.0,0.00016552,0.1,0.8302871 +4116.7,4036.858,-0.0023346941,1496.6887,3390000.0,2265.0,211875.0,,52960.0,0.000165264,0.1,0.8614819 +4094.5,4039.175,-0.00277611,1497.1378,3400000.0,2271.0,212500.0,,53120.0,0.000165008,0.1,0.81744397 +4103.4,4041.1719,0.0040550227,1497.5846,3410000.0,2277.0,213125.0,,53280.0,0.000164752,0.1,0.7929672 +4047.4,4042.265,0.0021872125,1498.6853,3420000.0,2282.0,213750.0,,53408.0,0.0001645472,0.1,0.945726 +4116.2,4044.545,0.0032610302,1499.7814,3430000.0,2287.0,214375.0,,53568.0,0.0001642912,0.1,0.8013253 +4138.4,4047.0,-0.003293946,1500.218,3440000.0,2293.0,215000.0,,53728.0,0.0001640352,0.1,0.7829329 +4257.1,4050.6377,0.012847671,1501.3055,3450000.0,2298.0,215625.0,,53888.0,0.0001637792,0.1,0.74243724 +4196.9,4053.992,0.013742932,1502.3882,3460000.0,2303.0,216250.0,,54048.0,0.0001635232,0.1,0.8747134 +4170.5,4056.743,-0.0018445286,1503.4662,3470000.0,2308.0,216875.0,,54208.0,0.0001632672,0.1,0.7616992 +4180.5,4059.209,-0.0059632296,1504.5396,3480000.0,2313.0,217500.0,,54368.0,0.0001630112,0.1,0.7882738 +4252.9,4063.008,0.00334748,1505.6083,3490000.0,2318.0,218125.0,,54528.0,0.0001627552,0.1,0.754977 +4233.5,4066.934,0.0041720644,1506.6724,3500000.0,2323.0,218750.0,,54656.0,0.0001625504,0.1,0.76058275 +4257.5,4071.85,0.003564894,1507.7319,3510000.0,2328.0,219375.0,,54816.0,0.0001622944,0.1,0.8431755 +4159.9,4074.8313,0.012907085,1508.787,3520000.0,2333.0,220000.0,,54976.0,0.0001620384,0.1,0.8390386 +4180.5,4078.152,0.007236907,1509.192,3530000.0,2339.0,220625.0,,55136.0,0.0001617824,0.1,0.74459577 +4113.6,4079.7168,0.015084949,1510.2389,3540000.0,2344.0,221250.0,,55296.0,0.0001615264,0.1,0.86522365 +4120.7,4081.492,-0.013728839,1511.2814,3550000.0,2349.0,221875.0,,55456.0,0.0001612704,0.1,0.9296731 +4113.6,4082.6338,-0.00090026413,1512.3195,3560000.0,2354.0,222500.0,,55616.0,0.0001610144,0.1,0.84105396 +4157.8,4084.545,0.0040926402,1513.3531,3570000.0,2359.0,223125.0,,55776.0,0.0001607584,0.1,0.87358606 +4182.9,4086.705,-0.0060778446,1514.3824,3580000.0,2364.0,223750.0,,55936.0,0.0001605024,0.1,0.90160394 +4137.6,4088.336,-0.0050076107,1515.4073,3590000.0,2369.0,224375.0,,56064.0,0.0001602976,0.1,0.84227175 +4164.9,4089.2202,0.005353032,1516.428,3600000.0,2374.0,225000.0,,56224.0,0.0001600416,0.1,0.8108262 +4194.3,4090.1653,0.0066729942,1516.8068,3610000.0,2380.0,225625.0,,56384.0,0.0001597856,0.1,0.8506627 +4206.3,4091.415,-0.0013015526,1517.8197,3620000.0,2385.0,226250.0,,56544.0,0.0001595296,0.1,0.7803228 +4206.4,4093.6853,-0.0053334734,1518.8285,3630000.0,2390.0,226875.0,,56704.0,0.0001592736,0.1,0.8104501 +4223.7,4096.606,-0.0060037593,1519.833,3640000.0,2395.0,227500.0,,56864.0,0.0001590176,0.1,0.75541925 +4285.9,4101.257,-0.00015844149,1520.8334,3650000.0,2400.0,228125.0,,57024.0,0.0001587616,0.1,0.7935551 +4278.5,4105.028,-0.008228484,1521.8295,3660000.0,2405.0,228750.0,,57184.0,0.0001585056,0.1,0.8191224 +4260.0,4108.3286,-0.001433052,1522.8215,3670000.0,2410.0,229375.0,,57312.0,0.0001583008,0.1,0.8800833 +4288.0,4110.793,0.0062578814,1523.8096,3680000.0,2415.0,230000.0,,57472.0,0.0001580448,0.1,0.71611106 +4258.9,4112.8276,0.004022155,1524.7933,3690000.0,2420.0,230625.0,,57632.0,0.0001577888,0.1,0.84532565 +4219.2,4114.834,-0.0013920276,1525.1443,3700000.0,2426.0,231250.0,,57792.0,0.0001575328,0.1,0.7413639 +4167.0,4116.9326,0.0048193885,1526.121,3710000.0,2431.0,231875.0,,57952.0,0.0001572768,0.1,0.76595336 +4217.4,4119.149,-0.0012037968,1527.0936,3720000.0,2436.0,232500.0,,58112.0,0.0001570208,0.1,0.9258691 +4172.3,4121.161,-0.013700398,1528.0623,3730000.0,2441.0,233125.0,,58272.0,0.0001567648,0.1,0.8423168 +4215.6,4123.885,-0.0002580326,1528.4021,3740000.0,2447.0,233750.0,,58432.0,0.0001565088,0.1,0.7579666 +4135.5,4126.351,0.009177877,1529.3638,3750000.0,2452.0,234375.0,,58592.0,0.0001562528,0.1,0.80451643 +4170.6,4127.9536,0.014882705,1530.3215,3760000.0,2457.0,235000.0,,58720.0,0.000156048,0.1,0.77571654 +4125.8,4128.131,-0.009547352,1530.6537,3770000.0,2463.0,235625.0,,58880.0,0.000155792,0.1,0.91073394 +4139.2,4128.402,-0.001186958,1530.9843,3780000.0,2469.0,236250.0,,59040.0,0.000155536,0.1,0.8553121 +4123.9,4128.9233,-0.0084122,1531.9321,3790000.0,2474.0,236875.0,,59200.0,0.00015528,0.1,0.84852195 +4190.6,4129.834,-0.004442856,1532.258,3800000.0,2480.0,237500.0,,59360.0,0.000155024,0.1,0.80701303 +4227.0,4130.693,-0.00417462,1533.1992,3810000.0,2485.0,238125.0,,59520.0,0.000154768,0.1,0.812482 +4238.7,4131.6567,0.0008375376,1534.1366,3820000.0,2490.0,238750.0,,59680.0,0.000154512,0.1,0.8231003 +4194.2,4132.7466,0.008336295,1535.0702,3830000.0,2495.0,239375.0,,59840.0,0.000154256,0.1,0.85020787 +4136.9,4133.405,-0.0019727591,1536.0,3840000.0,2500.0,240000.0,,60000.0,0.000154,0.1,0.8307557 +4116.6,4134.313,-0.0031490955,1536.9261,3850000.0,2505.0,240625.0,,60128.0,0.0001537952,0.1,0.77973527 +4093.3,4135.7017,-0.0018618719,1537.8486,3860000.0,2510.0,241250.0,,60288.0,0.0001535392,0.1,0.7985028 +4152.4,4136.8374,0.0062294193,1538.1558,3870000.0,2516.0,241875.0,,60448.0,0.0001532832,0.1,0.72792774 +4178.2,4137.6733,0.0063206614,1539.0718,3880000.0,2521.0,242500.0,,60608.0,0.0001530272,0.1,0.79506624 +4255.1,4138.249,-0.004244424,1539.9841,3890000.0,2526.0,243125.0,,60768.0,0.0001527712,0.1,0.7021997 +4265.4,4139.653,-0.009549618,1540.893,3900000.0,2531.0,243750.0,,60928.0,0.0001525152,0.1,0.8434746 +4242.7,4140.9067,-0.004325902,1541.7981,3910000.0,2536.0,244375.0,,61088.0,0.0001522592,0.1,0.7478763 +4177.4,4142.7446,0.0015815994,1542.6997,3920000.0,2541.0,245000.0,,61248.0,0.0001520032,0.1,0.8185017 +4229.3,4144.554,-0.0070453957,1543.5978,3930000.0,2546.0,245625.0,,61376.0,0.0001517984,0.1,0.7407737 +4214.3,4145.805,-0.0041095414,1543.8872,3940000.0,2552.0,246250.0,,61536.0,0.0001515424,0.1,0.7874888 +4236.3,4145.82,0.0033889809,1544.779,3950000.0,2557.0,246875.0,,61696.0,0.0001512864,0.1,0.9348606 +4165.1,4145.794,-0.0040283254,1545.6675,3960000.0,2562.0,247500.0,,61856.0,0.0001510304,0.1,0.7212887 +4215.8,4146.3403,-0.0063052587,1546.5524,3970000.0,2567.0,248125.0,,62016.0,0.0001507744,0.1,0.8409846 +4189.9,4147.5713,-0.0016518423,1546.8325,3980000.0,2573.0,248750.0,,62176.0,0.0001505184,0.1,0.86394787 +4189.2,4148.573,-0.006536827,1547.7114,3990000.0,2578.0,249375.0,,62336.0,0.0001502624,0.1,0.8244642 +4134.4,4149.6333,-0.0052480414,1548.5869,4000000.0,2583.0,250000.0,,62496.0,0.0001500064,0.1,0.8115494 +4142.9,4150.7783,0.0008717545,1549.459,4010000.0,2588.0,250625.0,,62656.0,0.0001497504,0.1,0.7375833 +4228.1,4153.639,-0.0049090805,1550.3278,4020000.0,2593.0,251250.0,,62784.0,0.0001495456,0.1,0.7752237 +4122.3,4155.8535,0.008004779,1551.1932,4030000.0,2598.0,251875.0,,62944.0,0.0001492896,0.1,0.8019309 +4119.9,4157.997,0.005639309,1551.4594,4040000.0,2604.0,252500.0,,63104.0,0.0001490336,0.1,0.8766851 +4081.9,4158.625,-0.0033705067,1552.3188,4050000.0,2609.0,253125.0,,63264.0,0.0001487776,0.1,0.769639 +4121.1,4159.283,-0.0040729544,1552.5813,4060000.0,2615.0,253750.0,,63424.0,0.0001485216,0.1,0.79408586 +4133.3,4159.642,-0.002964471,1553.435,4070000.0,2620.0,254375.0,,63584.0,0.0001482656,0.1,0.8386772 +4179.1,4160.8623,0.01307044,1553.6938,4080000.0,2626.0,255000.0,,63744.0,0.0001480096,0.1,0.8133207 +4261.1,4162.734,-0.0021971497,1554.542,4090000.0,2631.0,255625.0,,63904.0,0.0001477536,0.1,0.8533445 +4337.6,4165.541,-0.0057836166,1555.387,4100000.0,2636.0,256250.0,,64032.0,0.0001475488,0.1,0.81942797 +4248.3,4167.673,-0.0061619137,1555.6396,4110000.0,2642.0,256875.0,,64192.0,0.0001472928,0.1,0.8611736 +4220.5,4169.3364,0.0031763497,1555.8912,4120000.0,2648.0,257500.0,,64352.0,0.0001470368,0.1,0.7941086 +4203.7,4170.5796,0.011628298,1556.1417,4130000.0,2654.0,258125.0,,64512.0,0.0001467808,0.1,0.73225147 +4260.1,4172.379,-0.0019431367,1556.9763,4140000.0,2659.0,258750.0,,64672.0,0.0001465248,0.1,0.6931206 +4235.8,4173.8843,-0.0027017216,1557.2233,4150000.0,2665.0,259375.0,,64832.0,0.0001462688,0.1,0.6642226 +4135.6,4174.795,-0.011953752,1558.0525,4160000.0,2670.0,260000.0,,64992.0,0.0001460128,0.1,0.79023707 +4146.5,4174.7383,-0.0027331105,1558.296,4170000.0,2676.0,260625.0,,65152.0,0.0001457568,0.1,0.7227236 +4253.1,4176.1533,-0.011798016,1558.5385,4180000.0,2682.0,261250.0,,65312.0,0.0001455008,0.1,0.81828785 +4226.0,4176.9604,-0.0068555903,1559.3599,4190000.0,2687.0,261875.0,,65440.0,0.000145296,0.1,0.83125526 +4188.8,4177.812,0.0036051301,1560.1783,4200000.0,2692.0,262500.0,,65600.0,0.00014504,0.1,0.80963385 +4153.9,4177.761,-0.0077985562,1560.4152,4210000.0,2698.0,263125.0,,65760.0,0.000144784,0.1,0.75792944 +4150.9,4177.7324,-0.012363415,1561.2283,4220000.0,2703.0,263750.0,,65920.0,0.000144528,0.1,0.7171016 +4184.0,4177.305,-0.0038671144,1562.0385,4230000.0,2708.0,264375.0,,66080.0,0.000144272,0.1,0.67729384 +4150.5,4176.415,-0.006856417,1562.8456,4240000.0,2713.0,265000.0,,66240.0,0.000144016,0.1,0.8080987 +4200.4,4176.282,-0.007872451,1563.0747,4250000.0,2719.0,265625.0,,66400.0,0.00014376,0.1,0.7017997 +4194.6,4176.921,-0.003608006,1563.8767,4260000.0,2724.0,266250.0,,66560.0,0.000143504,0.1,0.85663694 +4228.3,4178.813,-0.011057945,1564.6757,4270000.0,2729.0,266875.0,,66688.0,0.0001432992,0.1,0.94301313 +4215.1,4180.268,-0.0063013267,1564.8994,4280000.0,2735.0,267500.0,,66848.0,0.0001430432,0.1,0.6929172 +4212.1,4181.9897,-0.0037698087,1565.6935,4290000.0,2740.0,268125.0,,67008.0,0.0001427872,0.1,0.7934178 +4163.1,4182.522,0.02604444,1565.9141,4300000.0,2746.0,268750.0,,67168.0,0.0001425312,0.1,0.83900166 +4156.0,4182.2026,-0.011227954,1566.703,4310000.0,2751.0,269375.0,,67328.0,0.0001422752,0.1,0.8296586 +4152.8,4182.405,-0.010313846,1566.9205,4320000.0,2757.0,270000.0,,67488.0,0.0001420192,0.1,0.7566812 +4132.2,4182.5674,0.011190663,1567.7046,4330000.0,2762.0,270625.0,,67648.0,0.0001417632,0.1,0.85878277 +4213.5,4183.701,-0.005039067,1567.9191,4340000.0,2768.0,271250.0,,67808.0,0.0001415072,0.1,0.7793012 +4223.3,4184.5684,0.00032985432,1568.6981,4350000.0,2773.0,271875.0,,67968.0,0.0001412512,0.1,0.77417433 +4283.7,4185.999,0.0029976151,1568.9097,4360000.0,2779.0,272500.0,,68096.0,0.0001410464,0.1,0.83714455 +4271.4,4187.194,-0.0076566245,1569.1202,4370000.0,2785.0,273125.0,,68256.0,0.0001407904,0.1,0.78928095 +4232.2,4187.92,0.009034625,1569.33,4380000.0,2791.0,273750.0,,68416.0,0.0001405344,0.1,0.7191655 +4261.0,4189.363,-0.0071077114,1569.5388,4390000.0,2797.0,274375.0,,68576.0,0.0001402784,0.1,0.8545446 +4235.9,4190.777,0.0062790117,1570.3069,4400000.0,2802.0,275000.0,,68736.0,0.0001400224,0.1,0.82649505 +4228.4,4192.027,-6.042738e-05,1571.0723,4410000.0,2807.0,275625.0,,68896.0,0.0001397664,0.1,0.63066864 +4203.6,4193.589,-0.010168318,1571.2762,4420000.0,2813.0,276250.0,,69056.0,0.0001395104,0.1,0.86332726 +4166.9,4194.096,-0.001203969,1571.4792,4430000.0,2819.0,276875.0,,69216.0,0.0001392544,0.1,0.6877955 +4224.8,4194.9604,-0.0039802413,1572.2379,4440000.0,2824.0,277500.0,,69344.0,0.0001390496,0.1,0.74046785 +4224.8,4194.637,-0.0055695223,1572.994,4450000.0,2829.0,278125.0,,69504.0,0.0001387936,0.1,0.67419285 +4165.8,4194.326,-0.009550116,1573.1923,4460000.0,2835.0,278750.0,,69664.0,0.0001385376,0.1,0.73921996 +4146.5,4194.0864,-0.004855848,1573.3896,4470000.0,2841.0,279375.0,,69824.0,0.0001382816,0.1,0.77603686 +4198.3,4194.264,-0.0031186102,1574.1392,4480000.0,2846.0,280000.0,,69984.0,0.0001380256,0.1,0.71833825 +4171.2,4193.4473,0.0065205377,1574.3337,4490000.0,2852.0,280625.0,,70144.0,0.0001377696,0.1,0.78001094 +4190.6,4193.0176,-0.004410491,1575.0787,4500000.0,2857.0,281250.0,,70304.0,0.0001375136,0.1,0.74279475 +4206.7,4192.51,-0.0037472374,1575.821,4510000.0,2862.0,281875.0,,70464.0,0.0001372576,0.1,0.69895804 +4195.0,4192.861,-0.0058262367,1576.5609,4520000.0,2867.0,282500.0,,70624.0,0.0001370016,0.1,0.74324286 +4167.3,4192.729,0.00014313683,1577.2981,4530000.0,2872.0,283125.0,,70752.0,0.0001367968,0.1,0.79998314 +4141.3,4193.0063,0.0041537876,1578.0327,4540000.0,2877.0,283750.0,,70912.0,0.0001365408,0.1,0.6962348 +4129.1,4193.0903,0.004315383,1578.2172,4550000.0,2883.0,284375.0,,71072.0,0.0001362848,0.1,0.6271932 +4190.6,4193.86,-0.008841472,1578.9474,4560000.0,2888.0,285000.0,,71232.0,0.0001360288,0.1,0.6937976 +4268.6,4194.968,0.0033708632,1579.675,4570000.0,2893.0,285625.0,,71392.0,0.0001357728,0.1,0.6641376 +4282.5,4195.964,-0.007770456,1580.4003,4580000.0,2898.0,286250.0,,71552.0,0.0001355168,0.1,0.6961192 +4248.3,4197.0713,-0.0064707296,1580.5785,4590000.0,2904.0,286875.0,,71712.0,0.0001352608,0.1,0.7374649 +4204.1,4197.463,-0.005038851,1580.756,4600000.0,2910.0,287500.0,,71872.0,0.0001350048,0.1,0.70231926 +4243.5,4197.955,0.003718091,1581.4751,4610000.0,2915.0,288125.0,,72000.0,0.0001348,0.1,0.70387626 +4266.7,4198.559,0.021669406,1581.6501,4620000.0,2921.0,288750.0,,72160.0,0.000134544,0.1,0.6598488 +4251.0,4199.005,0.016174246,1582.365,4630000.0,2926.0,289375.0,,72320.0,0.000134288,0.1,0.6992135 +4259.0,4199.358,0.0044624694,1582.5375,4640000.0,2932.0,290000.0,,72480.0,0.000134032,0.1,0.8283553 +4273.2,4199.231,0.006104323,1582.7094,4650000.0,2938.0,290625.0,,72640.0,0.000133776,0.1,0.70628726 +4280.9,4199.255,-0.0063212453,1582.8805,4660000.0,2944.0,291250.0,,72800.0,0.00013352,0.1,0.7274684 +4275.4,4199.409,0.0020984055,1583.0509,4670000.0,2950.0,291875.0,,72960.0,0.000133264,0.1,0.5950371 +4157.2,4198.101,0.0032793873,1583.7563,4680000.0,2955.0,292500.0,,73120.0,0.000133008,0.1,0.7357175 +4232.9,4197.8413,-0.0043411828,1583.9243,4690000.0,2961.0,293125.0,,73280.0,0.000132752,0.1,0.8132403 +4192.5,4197.574,0.006221227,1585.1602,4700000.0,2965.0,293750.0,,73408.0,0.0001325472,0.1,0.7760587 +4263.7,4198.541,-0.008038345,1585.8586,4710000.0,2970.0,294375.0,,73568.0,0.0001322912,0.1,0.768144 +4186.2,4198.2285,-0.0007070378,1586.5546,4720000.0,2975.0,295000.0,,73728.0,0.0001320352,0.1,0.7351545 +4160.9,4198.115,0.0012153771,1587.2483,4730000.0,2980.0,295625.0,,73888.0,0.0001317792,0.1,0.7077903 +4213.1,4198.09,-0.008536237,1587.408,4740000.0,2986.0,296250.0,,74048.0,0.0001315232,0.1,0.69340956 +4272.6,4199.461,-0.0004333674,1588.0977,4750000.0,2991.0,296875.0,,74208.0,0.0001312672,0.1,0.74241453 +4292.6,4200.6807,-0.0001715438,1588.785,4760000.0,2996.0,297500.0,,74368.0,0.0001310112,0.1,0.78422654 +4260.9,4202.0317,0.0045687263,1589.4702,4770000.0,3001.0,298125.0,,74528.0,0.0001307552,0.1,0.67918277 +4211.2,4202.7515,-0.00027854915,1590.1531,4780000.0,3006.0,298750.0,,74656.0,0.0001305504,0.1,0.70782554 +4243.1,4203.944,-0.00053003966,1590.3054,4790000.0,3012.0,299375.0,,74816.0,0.0001302944,0.1,0.7348567 +4233.1,4204.3687,0.0059121647,1590.9844,4800000.0,3017.0,300000.0,,74976.0,0.0001300384,0.1,0.6403119 +4254.7,4204.6455,-0.009036613,1591.6611,4810000.0,3022.0,300625.0,,75136.0,0.0001297824,0.1,0.72365975 +4285.0,4205.109,-0.0014465199,1591.8098,4820000.0,3028.0,301250.0,,75296.0,0.0001295264,0.1,0.6284505 +4387.5,4207.042,0.0016189527,1592.4827,4830000.0,3033.0,301875.0,,75456.0,0.0001292704,0.1,0.6867841 +4268.4,4208.3574,-7.6012424e-05,1593.1534,4840000.0,3038.0,302500.0,,75616.0,0.0001290144,0.1,0.7632349 +4227.9,4209.47,-0.0045439517,1594.3458,4850000.0,3042.0,303125.0,,75776.0,0.0001287584,0.1,0.7818986 +4224.0,4210.777,-0.0069956924,1595.0115,4860000.0,3047.0,303750.0,,75936.0,0.0001285024,0.1,0.784432 +4254.2,4211.795,-0.0070393356,1595.6749,4870000.0,3052.0,304375.0,,76064.0,0.0001282976,0.1,0.8055757 +4299.3,4213.0063,-0.008127329,1596.3363,4880000.0,3057.0,305000.0,,76224.0,0.0001280416,0.1,0.6669373 +4316.0,4213.615,-0.00025704806,1596.474,4890000.0,3063.0,305625.0,,76384.0,0.0001277856,0.1,0.69296914 +4327.3,4214.234,-0.003710488,1597.1317,4900000.0,3068.0,306250.0,,76544.0,0.0001275296,0.1,0.7510471 +4253.1,4214.338,0.012554624,1597.7872,4910000.0,3073.0,306875.0,,76704.0,0.0001272736,0.1,0.6913738 +4229.5,4214.859,-0.0069024116,1598.4406,4920000.0,3078.0,307500.0,,76864.0,0.0001270176,0.1,0.75155336 +4198.6,4214.552,-0.006658452,1599.0918,4930000.0,3083.0,308125.0,,77024.0,0.0001267616,0.1,0.67633134 +4165.5,4214.064,-0.0028720987,1599.223,4940000.0,3089.0,308750.0,,77184.0,0.0001265056,0.1,0.65915763 +4187.5,4213.576,-0.0033060366,1599.8707,4950000.0,3094.0,309375.0,,77312.0,0.0001263008,0.1,0.77625334 +4247.7,4214.402,-0.00466542,1600.5162,4960000.0,3099.0,310000.0,,77472.0,0.0001260448,0.1,0.7924731 +4210.9,4214.353,-0.0065364344,1600.6442,4970000.0,3105.0,310625.0,,77632.0,0.0001257888,0.1,0.71417326 +4244.0,4214.894,-0.008627774,1600.7715,4980000.0,3111.0,311250.0,,77792.0,0.0001255328,0.1,0.64174 +4221.3,4215.2153,-0.0028298907,1601.4121,4990000.0,3116.0,311875.0,,77952.0,0.0001252768,0.1,0.6695634 +4231.0,4216.181,-0.0029104003,1602.0507,5000000.0,3121.0,312500.0,,78112.0,0.0001250208,0.1,0.7414063 +4214.1,4216.8926,0.0013506473,1602.1746,5010000.0,3127.0,313125.0,,78272.0,0.0001247648,0.1,0.69876146 +4233.7,4216.9487,-0.0015802878,1602.8097,5020000.0,3132.0,313750.0,,78432.0,0.0001245088,0.1,0.79457957 +4214.7,4217.8726,0.014537314,1603.4427,5030000.0,3137.0,314375.0,,78592.0,0.0001242528,0.1,0.6607412 +4252.7,4219.2007,-0.0032499582,1604.5845,5040000.0,3141.0,315000.0,,78720.0,0.000124048,0.1,0.70894736 +4241.9,4220.8003,-0.007144292,1605.213,5050000.0,3146.0,315625.0,,78880.0,0.000123792,0.1,0.72953117 +4193.5,4221.525,-0.0001823009,1605.33,5060000.0,3152.0,316250.0,,79040.0,0.000123536,0.1,0.60908186 +4103.6,4221.228,-0.009851917,1605.9551,5070000.0,3157.0,316875.0,,79200.0,0.00012328,0.1,0.7786381 +4098.2,4220.419,-0.0033940552,1606.5781,5080000.0,3162.0,317500.0,,79360.0,0.000123024,0.1,0.7099544 +4079.5,4218.603,-0.010491671,1607.1992,5090000.0,3167.0,318125.0,,79520.0,0.000122768,0.1,0.82931983 +4110.0,4216.3267,-0.0016240946,1607.8184,5100000.0,3172.0,318750.0,,79680.0,0.000122512,0.1,0.6692805 +4130.5,4215.149,0.0011118021,1608.4357,5110000.0,3177.0,319375.0,,79840.0,0.000122256,0.1,0.8110063 +4122.2,4214.1655,-0.0010374498,1609.0509,5120000.0,3182.0,320000.0,,80000.0,0.000122,0.1,0.72943425 +4203.5,4214.1636,-0.006156441,1609.6643,5130000.0,3187.0,320625.0,,80128.0,0.0001217952,0.1,0.6696845 +4166.5,4213.228,-0.0072710565,1610.2756,5140000.0,3192.0,321250.0,,80288.0,0.0001215392,0.1,0.7307439 +4133.3,4212.203,0.006394608,1610.3815,5150000.0,3198.0,321875.0,,80448.0,0.0001212832,0.1,0.6781322 +4161.2,4212.459,0.00105872,1610.9897,5160000.0,3203.0,322500.0,,80608.0,0.0001210272,0.1,0.6896552 +4174.1,4212.735,-0.0010057483,1611.0938,5170000.0,3209.0,323125.0,,80768.0,0.0001207712,0.1,0.72813684 +4140.0,4211.604,-0.0058048097,1611.6989,5180000.0,3214.0,323750.0,,80928.0,0.0001205152,0.1,0.69463766 +4191.2,4211.256,-0.009358092,1612.302,5190000.0,3219.0,324375.0,,81088.0,0.0001202592,0.1,0.74353755 +4226.1,4211.629,-0.004072902,1612.9032,5200000.0,3224.0,325000.0,,81248.0,0.0001200032,0.1,0.7539784 +4223.1,4212.321,-0.008543015,1613.5027,5210000.0,3229.0,325625.0,,81376.0,0.0001197984,0.1,0.72417194 +4212.7,4212.939,-0.006711587,1614.1002,5220000.0,3234.0,326250.0,,81536.0,0.0001195424,0.1,0.6765743 +4214.4,4213.2427,-0.005249895,1614.6959,5230000.0,3239.0,326875.0,,81696.0,0.0001192864,0.1,0.8390597 +4180.1,4213.539,0.00045146275,1614.792,5240000.0,3245.0,327500.0,,81856.0,0.0001190304,0.1,0.7111947 +4103.2,4212.567,-0.0011957441,1615.3846,5250000.0,3250.0,328125.0,,82016.0,0.0001187744,0.1,0.735062 +4117.4,4211.795,-0.003719339,1615.9755,5260000.0,3255.0,328750.0,,82176.0,0.0001185184,0.1,0.7625763 +4136.5,4210.877,-0.0064287875,1616.5645,5270000.0,3260.0,329375.0,,82336.0,0.0001182624,0.1,0.7601036 +4151.9,4210.245,-0.010058716,1617.1516,5280000.0,3265.0,330000.0,,82496.0,0.0001180064,0.1,0.7366488 +4156.1,4209.685,-0.0019389906,1617.2424,5290000.0,3271.0,330625.0,,82656.0,0.0001177504,0.1,0.6799585 +4146.5,4209.5186,-0.010208466,1617.8267,5300000.0,3276.0,331250.0,,82784.0,0.0001175456,0.1,0.68027246 +4170.7,4209.6655,0.00089547335,1617.9159,5310000.0,3282.0,331875.0,,82944.0,0.0001172896,0.1,0.6855148 +4158.8,4209.726,-0.005839601,1618.4971,5320000.0,3287.0,332500.0,,83104.0,0.0001170336,0.1,0.72123444 +4159.3,4209.997,0.0009753234,1618.5848,5330000.0,3293.0,333125.0,,83264.0,0.0001167776,0.1,0.7371932 +4205.5,4209.917,-0.005203983,1619.1631,5340000.0,3298.0,333750.0,,83424.0,0.0001165216,0.1,0.77653575 +4210.6,4209.7905,0.003988073,1619.7396,5350000.0,3303.0,334375.0,,83584.0,0.0001162656,0.1,0.63653773 +4096.6,4207.919,0.0008299838,1620.3143,5360000.0,3308.0,335000.0,,83744.0,0.0001160096,0.1,0.65226054 +4171.4,4206.919,-0.00628868,1620.3983,5370000.0,3314.0,335625.0,,83904.0,0.0001157536,0.1,0.6480645 +4192.0,4206.517,-0.007228969,1620.9702,5380000.0,3319.0,336250.0,,84032.0,0.0001155488,0.1,0.68347216 +4225.5,4206.162,-0.0027641407,1621.5403,5390000.0,3324.0,336875.0,,84192.0,0.0001152928,0.1,0.7221351 +4201.4,4205.8174,-0.010519786,1622.1088,5400000.0,3329.0,337500.0,,84352.0,0.0001150368,0.1,0.67445153 +4174.8,4205.2812,-0.0030159308,1622.189,5410000.0,3335.0,338125.0,,84512.0,0.0001147808,0.1,0.65375584 +4159.9,4204.844,-0.0038820077,1622.7545,5420000.0,3340.0,338750.0,,84672.0,0.0001145248,0.1,0.7190094 +4104.9,4204.2246,-0.0035180391,1623.3184,5430000.0,3345.0,339375.0,,84832.0,0.0001142688,0.1,0.7506136 +4112.7,4203.103,-0.0028122412,1623.8806,5440000.0,3350.0,340000.0,,84992.0,0.0001140128,0.1,0.55573356 +4116.7,4202.022,-0.0022040769,1624.4412,5450000.0,3355.0,340625.0,,85152.0,0.0001137568,0.1,0.7691662 +4189.8,4202.2617,-0.005294787,1625.0,5460000.0,3360.0,341250.0,,85312.0,0.0001135008,0.1,0.64908576 +4184.0,4202.6367,-0.0011567059,1625.5573,5470000.0,3365.0,341875.0,,85440.0,0.000113296,0.1,0.7318928 +4228.7,4202.9404,-0.011794027,1626.1128,5480000.0,3370.0,342500.0,,85600.0,0.00011304,0.1,0.76252294 +4217.9,4203.4077,-0.002805961,1626.6666,5490000.0,3375.0,343125.0,,85760.0,0.000112784,0.1,0.60891354 +4195.2,4203.4536,-0.009775242,1626.7377,5500000.0,3381.0,343750.0,,85920.0,0.000112528,0.1,0.7149588 +4226.5,4203.6514,-0.0043198243,1627.2888,5510000.0,3386.0,344375.0,,86080.0,0.000112272,0.1,0.6199459 +4159.0,4203.2915,0.0061883843,1627.8384,5520000.0,3391.0,345000.0,,86240.0,0.000112016,0.1,0.7112951 +4200.5,4203.6235,-0.0045096683,1628.3864,5530000.0,3396.0,345625.0,,86400.0,0.00011176,0.1,0.6763317 +4181.2,4204.023,-0.006147935,1628.9326,5540000.0,3401.0,346250.0,,86560.0,0.000111504,0.1,0.6664348 +4178.3,4204.515,-0.0030420893,1629.4774,5550000.0,3406.0,346875.0,,86688.0,0.0001112992,0.1,0.674436 +4126.6,4203.8745,-0.006106041,1630.0205,5560000.0,3411.0,347500.0,,86848.0,0.0001110432,0.1,0.605623 +4226.4,4203.453,-0.008911707,1630.562,5570000.0,3416.0,348125.0,,87008.0,0.0001107872,0.1,0.6321599 +4304.4,4203.6724,0.0027286229,1630.6254,5580000.0,3422.0,348750.0,,87168.0,0.0001105312,0.1,0.7773373 +4273.5,4203.924,0.006969841,1631.1643,5590000.0,3427.0,349375.0,,87328.0,0.0001102752,0.1,0.6143943 +4275.6,4204.639,-0.004186007,1631.7017,5600000.0,3432.0,350000.0,,87488.0,0.0001100192,0.1,0.6795322 +4272.3,4204.9272,-0.0045427373,1632.2374,5610000.0,3437.0,350625.0,,87648.0,0.0001097632,0.1,0.61157703 +4220.4,4204.464,-0.0064233867,1632.7716,5620000.0,3442.0,351250.0,,87808.0,0.0001095072,0.1,0.62967944 +4223.6,4204.1895,-0.0028556874,1633.3043,5630000.0,3447.0,351875.0,,87968.0,0.0001092512,0.1,0.66735935 +4210.8,4203.708,-0.006585618,1633.8354,5640000.0,3452.0,352500.0,,88096.0,0.0001090464,0.1,0.6210567 +4238.8,4203.3643,-0.008899433,1634.3651,5650000.0,3457.0,353125.0,,88256.0,0.0001087904,0.1,0.7270087 +4296.1,4203.516,-4.7270383e-05,1634.8931,5660000.0,3462.0,353750.0,,88416.0,0.0001085344,0.1,0.67277074 +4263.2,4203.394,-0.0060439194,1635.4197,5670000.0,3467.0,354375.0,,88576.0,0.0001082784,0.1,0.6389219 +4275.0,4204.572,-0.0040465053,1635.9447,5680000.0,3472.0,355000.0,,88736.0,0.0001080224,0.1,0.65613997 +4259.8,4204.841,-0.003903867,1635.9977,5690000.0,3478.0,355625.0,,88896.0,0.0001077664,0.1,0.6435664 +4197.9,4204.895,0.0046035345,1636.5203,5700000.0,3483.0,356250.0,,89056.0,0.0001075104,0.1,0.67266643 +4274.1,4204.999,-0.0074798022,1637.0413,5710000.0,3488.0,356875.0,,89216.0,0.0001072544,0.1,0.6384907 +4280.9,4205.946,0.0027026192,1638.0298,5720000.0,3492.0,357500.0,,89344.0,0.0001070496,0.1,0.68527925 +4303.9,4207.376,-0.0021394202,1638.0789,5730000.0,3498.0,358125.0,,89504.0,0.0001067936,0.1,0.6953124 +4250.8,4207.753,-0.00064139115,1638.5955,5740000.0,3503.0,358750.0,,89664.0,0.0001065376,0.1,0.6468643 +4235.8,4207.3853,-0.003727431,1639.1106,5750000.0,3508.0,359375.0,,89824.0,0.0001062816,0.1,0.74788725 +4254.1,4207.0,-0.0067905653,1639.6243,5760000.0,3513.0,360000.0,,89984.0,0.0001060256,0.1,0.68934417 +4246.2,4206.853,-0.006990064,1639.6704,5770000.0,3519.0,360625.0,,90144.0,0.0001057696,0.1,0.65185404 +4328.2,4208.023,-0.0056479485,1640.1816,5780000.0,3524.0,361250.0,,90304.0,0.0001055136,0.1,0.6618409 +4318.5,4208.7764,-0.00815023,1640.2267,5790000.0,3530.0,361875.0,,90464.0,0.0001052576,0.1,0.6858829 +4299.5,4209.4404,-0.007886865,1640.7355,5800000.0,3535.0,362500.0,,90624.0,0.0001050016,0.1,0.7778002 +4256.4,4209.458,0.0051480033,1641.2429,5810000.0,3540.0,363125.0,,90752.0,0.0001047968,0.1,0.73693186 +4287.3,4209.4814,-0.002117586,1641.7489,5820000.0,3545.0,363750.0,,90912.0,0.0001045408,0.1,0.6290381 +4287.0,4208.476,-0.009086378,1641.791,5830000.0,3551.0,364375.0,,91072.0,0.0001042848,0.1,0.744284 +4266.9,4208.4614,-0.005351646,1641.833,5840000.0,3557.0,365000.0,,91232.0,0.0001040288,0.1,0.586125 +4280.7,4208.9893,-0.010162682,1642.3358,5850000.0,3562.0,365625.0,,91392.0,0.0001037728,0.1,0.73005414 +4246.0,4209.209,-0.0067922007,1642.8372,5860000.0,3567.0,366250.0,,91552.0,0.0001035168,0.1,0.6291534 +4261.2,4209.2793,-0.0040338575,1643.337,5870000.0,3572.0,366875.0,,91712.0,0.0001032608,0.1,0.7563188 +4233.2,4208.6177,-0.005880447,1643.3762,5880000.0,3578.0,367500.0,,91872.0,0.0001030048,0.1,0.679515 +4251.9,4207.977,-0.0013033149,1643.4152,5890000.0,3584.0,368125.0,,92000.0,0.0001028,0.1,0.64924216 +4217.3,4206.877,-0.0021490902,1643.454,5900000.0,3590.0,368750.0,,92160.0,0.000102544,0.1,0.6845245 +4205.0,4206.3965,-0.0049102996,1643.95,5910000.0,3595.0,369375.0,,92320.0,0.000102288,0.1,0.70152926 +4256.3,4206.6646,-0.0062594176,1643.9878,5920000.0,3601.0,370000.0,,92480.0,0.000102032,0.1,0.74685013 +4292.6,4207.6045,-0.0063949428,1644.0255,5930000.0,3607.0,370625.0,,92640.0,0.000101776,0.1,0.61788976 +4202.4,4207.973,0.010277985,1644.5183,5940000.0,3612.0,371250.0,,92800.0,0.00010152,0.1,0.7395953 +4147.6,4207.574,-0.00411036,1645.0096,5950000.0,3617.0,371875.0,,92960.0,0.000101264,0.1,0.6342058 +4201.1,4207.108,-0.005528284,1645.0455,5960000.0,3623.0,372500.0,,93120.0,0.000101008,0.1,0.68771875 +4308.1,4208.08,-0.0070147333,1645.5348,5970000.0,3628.0,373125.0,,93280.0,0.000100752,0.1,0.7261703 +4304.2,4208.6816,0.0049159015,1646.0226,5980000.0,3633.0,373750.0,,93408.0,0.0001005472,0.1,0.6568591 +4246.5,4208.9336,-0.0011332375,1646.509,5990000.0,3638.0,374375.0,,93568.0,0.0001002912,0.1,0.6072488 +4219.0,4208.814,-0.0037367155,1646.5422,6000000.0,3644.0,375000.0,,93728.0,0.0001000352,0.1,0.71748865 +4164.3,4208.316,-0.005220183,1647.0266,6010000.0,3649.0,375625.0,,93888.0,9.97792e-05,0.1,0.6685953 +4211.5,4208.094,-0.005865828,1647.0588,6020000.0,3655.0,376250.0,,94048.0,9.95232e-05,0.1,0.6295973 +4264.2,4208.589,-0.006630384,1647.091,6030000.0,3661.0,376875.0,,94208.0,9.92672e-05,0.1,0.6796874 +4290.5,4208.967,-0.007855152,1646.674,6040000.0,3668.0,377500.0,,94368.0,9.90112e-05,0.1,0.7123456 +4312.7,4209.675,-0.006683569,1646.7065,6050000.0,3674.0,378125.0,,94528.0,9.87552e-05,0.1,0.67198384 +4294.9,4210.689,-0.004570487,1647.1868,6060000.0,3679.0,378750.0,,94656.0,9.85504e-05,0.1,0.7547468 +4310.1,4212.754,-0.010996414,1647.2185,6070000.0,3685.0,379375.0,,94816.0,9.82944e-05,0.1,0.725811 +4289.4,4214.666,-0.0071541145,1647.2501,6080000.0,3691.0,380000.0,,94976.0,9.80384e-05,0.1,0.66692877 +4248.0,4216.351,-0.007581027,1647.7273,6090000.0,3696.0,380625.0,,95136.0,9.77824e-05,0.1,0.7413429 +4276.0,4218.0107,0.0069121504,1647.7579,6100000.0,3702.0,381250.0,,95296.0,9.75264e-05,0.1,0.70017433 +4238.4,4219.09,-0.0037517531,1648.233,6110000.0,3707.0,381875.0,,95456.0,9.72704e-05,0.1,0.6910577 +4222.4,4220.0923,-0.001872291,1648.2628,6120000.0,3713.0,382500.0,,95616.0,9.70144e-05,0.1,0.7185611 +4262.2,4220.6787,-0.0063812407,1648.7358,6130000.0,3718.0,383125.0,,95776.0,9.67584e-05,0.1,0.5780523 +4216.7,4221.1807,-0.0065497262,1649.2076,6140000.0,3723.0,383750.0,,95936.0,9.65024e-05,0.1,0.7196177 +4175.9,4221.607,-0.0035764752,1649.6781,6150000.0,3728.0,384375.0,,96064.0,9.62976e-05,0.1,0.7527226 +4166.5,4221.6597,-0.011047906,1649.7054,6160000.0,3734.0,385000.0,,96224.0,9.60416e-05,0.1,0.79112315 +4251.4,4222.4326,-0.005173635,1650.1738,6170000.0,3739.0,385625.0,,96384.0,9.57856e-05,0.1,0.67398655 +4280.3,4223.8364,-0.0020726232,1650.641,6180000.0,3744.0,386250.0,,96544.0,9.55296e-05,0.1,0.74569094 +4317.9,4225.103,-0.0062778653,1650.6666,6190000.0,3750.0,386875.0,,96704.0,9.52736e-05,0.1,0.65878093 +4318.2,4226.024,0.0047723968,1650.6923,6200000.0,3756.0,387500.0,,96864.0,9.50176e-05,0.1,0.68212354 +4288.8,4226.681,-0.004124927,1650.7177,6210000.0,3762.0,388125.0,,97024.0,9.47616e-05,0.1,0.69667935 +4238.8,4226.9424,-0.007909772,1651.1813,6220000.0,3767.0,388750.0,,97184.0,9.45056e-05,0.1,0.72608316 +4207.2,4226.87,-0.010292343,1651.6437,6230000.0,3772.0,389375.0,,97312.0,9.43008e-05,0.1,0.66604125 +4202.9,4227.098,0.0017602182,1652.1049,6240000.0,3777.0,390000.0,,97472.0,9.40448e-05,0.1,0.707018 +4198.0,4228.046,-0.011273843,1652.1279,6250000.0,3783.0,390625.0,,97632.0,9.37888e-05,0.1,0.726848 +4168.0,4228.552,0.0025895848,1652.5872,6260000.0,3788.0,391250.0,,97792.0,9.35328e-05,0.1,0.7749476 +4194.2,4229.129,-0.004908025,1653.045,6270000.0,3793.0,391875.0,,97952.0,9.32768e-05,0.1,0.63495827 +4206.2,4229.672,-0.0058057,1653.0667,6280000.0,3799.0,392500.0,,98112.0,9.30208e-05,0.1,0.6907076 +4209.6,4230.2065,-0.0046012765,1653.5226,6290000.0,3804.0,393125.0,,98272.0,9.27648e-05,0.1,0.6928366 +4212.8,4230.8696,-0.0061570015,1653.9774,6300000.0,3809.0,393750.0,,98432.0,9.25088e-05,0.1,0.7519414 +4286.7,4232.03,-0.0015756565,1653.9974,6310000.0,3815.0,394375.0,,98592.0,9.22528e-05,0.1,0.75689244 +4258.9,4233.031,-0.0078700045,1654.4503,6320000.0,3820.0,395000.0,,98720.0,9.2048e-05,0.1,0.68813306 +4236.9,4233.8066,0.0006997974,1654.902,6330000.0,3825.0,395625.0,,98880.0,9.1792e-05,0.1,0.6905069 +4255.4,4234.306,0.00024209623,1655.3525,6340000.0,3830.0,396250.0,,99040.0,9.1536e-05,0.1,0.7504071 +4244.9,4234.6494,-0.011806227,1655.3701,6350000.0,3836.0,396875.0,,99200.0,9.128e-05,0.1,0.750352 +4244.5,4236.128,0.0019256973,1655.8188,6360000.0,3841.0,397500.0,,99360.0,9.1024e-05,0.1,0.6393782 +4219.1,4236.6045,-0.006444187,1655.8357,6370000.0,3847.0,398125.0,,99520.0,9.0768e-05,0.1,0.6901872 +4190.1,4236.586,-0.0039046218,1656.2825,6380000.0,3852.0,398750.0,,99680.0,9.0512e-05,0.1,0.7069591 +4159.1,4235.9214,-0.007270792,1656.728,6390000.0,3857.0,399375.0,,99840.0,9.0256e-05,0.1,0.6776991 +4181.4,4235.7217,-0.010285864,1657.1725,6400000.0,3862.0,400000.0,,100000.0,9e-05,0.1,0.7718284 +4230.2,4236.2754,-0.007455615,1657.6157,6410000.0,3867.0,400625.0,,100128.0,8.97952e-05,0.1,0.69686645 +4205.9,4236.736,-0.002664317,1657.6298,6420000.0,3873.0,401250.0,,100288.0,8.95392e-05,0.1,0.6928048 +4168.0,4237.3667,-0.01043017,1658.0712,6430000.0,3878.0,401875.0,,100448.0,8.92832e-05,0.1,0.7988105 +4178.6,4238.0254,-0.0038134234,1658.5115,6440000.0,3883.0,402500.0,,100608.0,8.90272e-05,0.1,0.67167306 +4196.0,4238.819,-0.009045239,1658.524,6450000.0,3889.0,403125.0,,100768.0,8.87712e-05,0.1,0.7130336 +4264.7,4239.568,-0.003633231,1658.9625,6460000.0,3894.0,403750.0,,100928.0,8.85152e-05,0.1,0.6288612 +4268.2,4240.4097,-0.008247955,1659.3999,6470000.0,3899.0,404375.0,,101088.0,8.82592e-05,0.1,0.7685051 +4225.0,4240.3726,-0.0064440174,1659.836,6480000.0,3904.0,405000.0,,101248.0,8.80032e-05,0.1,0.6411159 +4195.7,4240.1504,-0.0067938715,1660.2711,6490000.0,3909.0,405625.0,,101376.0,8.77984e-05,0.1,0.7002287 +4147.0,4239.669,-0.003794475,1660.7052,6500000.0,3914.0,406250.0,,101536.0,8.75424e-05,0.1,0.63222796 +4146.8,4238.872,-0.009614269,1660.7142,6510000.0,3920.0,406875.0,,101696.0,8.72864e-05,0.1,0.67934835 +4107.8,4238.36,-0.010752574,1661.1465,6520000.0,3925.0,407500.0,,101856.0,8.70304e-05,0.1,0.6963773 +4154.3,4237.898,-0.005646169,1661.5776,6530000.0,3930.0,408125.0,,102016.0,8.67744e-05,0.1,0.7258774 +4229.7,4238.3833,-0.009139013,1661.5853,6540000.0,3936.0,408750.0,,102176.0,8.65184e-05,0.1,0.6420796 +4268.7,4239.287,-0.004579097,1662.0148,6550000.0,3941.0,409375.0,,102336.0,8.62624e-05,0.1,0.7606605 +4244.7,4240.4673,0.004923685,1662.0217,6560000.0,3947.0,410000.0,,102496.0,8.60064e-05,0.1,0.71238893 +4198.9,4240.1924,-0.012166688,1662.4493,6570000.0,3952.0,410625.0,,102656.0,8.57504e-05,0.1,0.7572079 +4150.9,4238.6577,-0.004569251,1662.876,6580000.0,3957.0,411250.0,,102784.0,8.55456e-05,0.1,0.7607801 +4176.0,4237.6826,-0.0024501574,1663.3014,6590000.0,3962.0,411875.0,,102944.0,8.52896e-05,0.1,0.68537426 +4123.8,4236.165,-0.0056517734,1663.7257,6600000.0,3967.0,412500.0,,103104.0,8.50336e-05,0.1,0.6732396 +4170.8,4235.1504,-0.011023312,1664.149,6610000.0,3972.0,413125.0,,103264.0,8.47776e-05,0.1,0.70518625 +4273.6,4235.682,-0.0060082166,1664.1528,6620000.0,3978.0,413750.0,,103424.0,8.45216e-05,0.1,0.6328379 +4190.1,4235.3467,-0.004973726,1664.5745,6630000.0,3983.0,414375.0,,103584.0,8.42656e-05,0.1,0.70880514 +4139.7,4234.6357,-0.008296586,1664.995,6640000.0,3988.0,415000.0,,103744.0,8.40096e-05,0.1,0.6943277 +4174.1,4233.989,-0.008428056,1664.9974,6650000.0,3994.0,415625.0,,103904.0,8.37536e-05,0.1,0.71075344 +4240.7,4233.4346,-0.0042782268,1665.4164,6660000.0,3999.0,416250.0,,104032.0,8.35488e-05,0.1,0.6274636 +4271.2,4233.5146,-0.009310726,1665.8341,6670000.0,4004.0,416875.0,,104192.0,8.32928e-05,0.1,0.66423774 +4245.0,4233.215,-0.007961724,1665.8354,6680000.0,4010.0,417500.0,,104352.0,8.30368e-05,0.1,0.7210452 +4155.7,4232.174,-0.0045079887,1666.2516,6690000.0,4015.0,418125.0,,104512.0,8.27808e-05,0.1,0.6917814 +4173.4,4231.9287,-0.008675993,1666.6666,6700000.0,4020.0,418750.0,,104672.0,8.25248e-05,0.1,0.75306755 +4263.4,4231.822,-0.0057171,1666.6666,6710000.0,4026.0,419375.0,,104832.0,8.22688e-05,0.1,0.5946034 +4329.7,4232.31,-0.0055829454,1667.0801,6720000.0,4031.0,420000.0,,104992.0,8.20128e-05,0.1,0.62916857 +4330.2,4232.5728,0.009063525,1667.4926,6730000.0,4036.0,420625.0,,105152.0,8.17568e-05,0.1,0.6215073 +4284.2,4232.9067,-0.0015917234,1667.9039,6740000.0,4041.0,421250.0,,105312.0,8.15008e-05,0.1,0.66471326 +4189.9,4232.4478,-0.0023310403,1668.3143,6750000.0,4046.0,421875.0,,105440.0,8.1296e-05,0.1,0.6787857 +4242.7,4232.334,-0.0086222915,1668.7238,6760000.0,4051.0,422500.0,,105600.0,8.104e-05,0.1,0.7435172 +4255.0,4232.4214,-0.007852422,1668.7207,6770000.0,4057.0,423125.0,,105760.0,8.0784e-05,0.1,0.7205701 +4275.5,4231.895,-0.0026370506,1669.1285,6780000.0,4062.0,423750.0,,105920.0,8.0528e-05,0.1,0.7503039 +4284.2,4231.552,-0.009054335,1669.5353,6790000.0,4067.0,424375.0,,106080.0,8.0272e-05,0.1,0.63511133 +4238.7,4230.944,-0.003739614,1669.941,6800000.0,4072.0,425000.0,,106240.0,8.0016e-05,0.1,0.67807317 +4250.2,4230.8813,-0.00720104,1669.9363,6810000.0,4078.0,425625.0,,106400.0,7.976e-05,0.1,0.74541557 +4210.2,4230.111,-0.0019870661,1670.3405,6820000.0,4083.0,426250.0,,106560.0,7.9504e-05,0.1,0.7074611 +4221.7,4229.4575,-0.0043500816,1670.7437,6830000.0,4088.0,426875.0,,106688.0,7.92992e-05,0.1,0.69073176 +4233.3,4229.122,-0.004861014,1671.1459,6840000.0,4093.0,427500.0,,106848.0,7.90432e-05,0.1,0.63699895 +4251.8,4228.833,0.001897251,1671.5471,6850000.0,4098.0,428125.0,,107008.0,7.87872e-05,0.1,0.7008678 +4224.1,4228.6143,-0.0071347407,1671.5399,6860000.0,4104.0,428750.0,,107168.0,7.85312e-05,0.1,0.7440704 +4168.2,4227.684,-0.0024031512,1671.5328,6870000.0,4110.0,429375.0,,107328.0,7.82752e-05,0.1,0.7609943 +4240.6,4227.758,0.000957558,1671.932,6880000.0,4115.0,430000.0,,107488.0,7.80192e-05,0.1,0.66873264 +4264.6,4227.885,0.0010465274,1672.3301,6890000.0,4120.0,430625.0,,107648.0,7.77632e-05,0.1,0.6383865 +4215.8,4227.87,-0.0047104154,1671.9166,6900000.0,4127.0,431250.0,,107808.0,7.75072e-05,0.1,0.65511644 +4235.3,4228.1733,-0.006653721,1672.3136,6910000.0,4132.0,431875.0,,107968.0,7.72512e-05,0.1,0.64146376 +4246.6,4228.076,-0.0078307465,1672.7097,6920000.0,4137.0,432500.0,,108096.0,7.70464e-05,0.1,0.6924211 +4224.4,4227.3945,-0.009252321,1672.7009,6930000.0,4143.0,433125.0,,108256.0,7.67904e-05,0.1,0.7011051 +4241.6,4227.786,-0.0040172786,1672.6923,6940000.0,4149.0,433750.0,,108416.0,7.65344e-05,0.1,0.773987 +4276.4,4229.0737,-0.0024263521,1672.6835,6950000.0,4155.0,434375.0,,108576.0,7.62784e-05,0.1,0.67808324 +4315.7,4230.22,-0.0074224053,1672.273,6960000.0,4162.0,435000.0,,108736.0,7.60224e-05,0.1,0.6961225 +4318.4,4230.3228,-0.007533805,1672.6661,6970000.0,4167.0,435625.0,,108896.0,7.57664e-05,0.1,0.7833062 +4265.4,4229.9346,-0.0051623336,1672.2568,6980000.0,4174.0,436250.0,,109056.0,7.55104e-05,0.1,0.67454433 +4232.7,4229.797,-0.009871703,1672.2488,6990000.0,4180.0,436875.0,,109216.0,7.52544e-05,0.1,0.8092659 +4209.0,4229.697,-0.006648307,1672.6404,7000000.0,4185.0,437500.0,,109344.0,7.50496e-05,0.1,0.74370027 +4200.3,4230.0566,-0.0010091596,1672.6318,7010000.0,4191.0,438125.0,,109504.0,7.47936e-05,0.1,0.65959895 +4248.3,4230.425,-0.008677985,1672.6233,7020000.0,4197.0,438750.0,,109664.0,7.45376e-05,0.1,0.7063843 +4283.6,4230.619,-0.006712371,1673.0128,7030000.0,4202.0,439375.0,,109824.0,7.42816e-05,0.1,0.76742625 +4368.8,4231.4023,-0.007741729,1673.4015,7040000.0,4207.0,440000.0,,109984.0,7.40256e-05,0.1,0.5926049 +4340.7,4231.682,-0.005442751,1673.3918,7050000.0,4213.0,440625.0,,110144.0,7.37696e-05,0.1,0.7224547 +4262.4,4231.357,-0.0029564975,1673.779,7060000.0,4218.0,441250.0,,110304.0,7.35136e-05,0.1,0.6644444 +4179.9,4230.055,-0.011177509,1674.1653,7070000.0,4223.0,441875.0,,110464.0,7.32576e-05,0.1,0.81074315 +4167.5,4228.8354,-0.008546627,1674.1547,7080000.0,4229.0,442500.0,,110624.0,7.30016e-05,0.1,0.6149925 +4274.0,4229.096,-0.005917496,1674.5394,7090000.0,4234.0,443125.0,,110752.0,7.27968e-05,0.1,0.6193019 +4314.5,4229.481,-0.003243635,1674.9233,7100000.0,4239.0,443750.0,,110912.0,7.25408e-05,0.1,0.6768303 +4318.5,4230.2817,-0.011815145,1674.9116,7110000.0,4245.0,444375.0,,111072.0,7.22848e-05,0.1,0.809177 +4273.9,4230.797,-0.0055858507,1675.2941,7120000.0,4250.0,445000.0,,111232.0,7.20288e-05,0.1,0.660794 +4303.1,4231.206,-0.010724976,1675.6757,7130000.0,4255.0,445625.0,,111392.0,7.17728e-05,0.1,0.7803189 +4202.1,4231.0596,-0.0009658595,1675.663,7140000.0,4261.0,446250.0,,111552.0,7.15168e-05,0.1,0.70447195 +4219.7,4231.498,-0.0036897387,1676.0431,7150000.0,4266.0,446875.0,,111712.0,7.12608e-05,0.1,0.6709254 +4159.9,4231.4316,-0.004666361,1676.0299,7160000.0,4272.0,447500.0,,111872.0,7.10048e-05,0.1,0.7369331 +4204.9,4230.967,-0.009115901,1676.4087,7170000.0,4277.0,448125.0,,112000.0,7.08e-05,0.1,0.7193007 +4191.5,4230.079,-0.0036625497,1676.395,7180000.0,4283.0,448750.0,,112160.0,7.0544e-05,0.1,0.64834833 +4222.6,4229.126,-0.0068053124,1676.3815,7190000.0,4289.0,449375.0,,112320.0,7.0288e-05,0.1,0.7235714 +4207.1,4228.015,-0.00611882,1676.3679,7200000.0,4295.0,450000.0,,112480.0,7.0032e-05,0.1,0.72735655 +4214.2,4227.2686,-0.0042249174,1676.3544,7210000.0,4301.0,450625.0,,112640.0,6.9776e-05,0.1,0.7714641 +4210.7,4226.9873,-0.0047435393,1676.7301,7220000.0,4306.0,451250.0,,112800.0,6.952e-05,0.1,0.63116753 +4196.2,4226.878,-0.0047138217,1676.7162,7230000.0,4312.0,451875.0,,112960.0,6.9264e-05,0.1,0.74796414 +4232.6,4227.175,0.0106156645,1677.0906,7240000.0,4317.0,452500.0,,113120.0,6.9008e-05,0.1,0.6447283 +4266.9,4227.864,0.00281145,1677.4641,7250000.0,4322.0,453125.0,,113280.0,6.8752e-05,0.1,0.70539916 +4228.9,4228.4727,-0.004358356,1677.8368,7260000.0,4327.0,453750.0,,113408.0,6.85472e-05,0.1,0.679508 +4207.9,4228.61,-0.0020684495,1677.8214,7270000.0,4333.0,454375.0,,113568.0,6.82912e-05,0.1,0.78191817 +4228.0,4228.828,-0.0074009076,1678.1927,7280000.0,4338.0,455000.0,,113728.0,6.80352e-05,0.1,0.6622654 +4187.5,4228.6074,-0.008085532,1678.1768,7290000.0,4344.0,455625.0,,113888.0,6.77792e-05,0.1,0.7138369 +4208.5,4228.564,-0.0056659356,1678.5468,7300000.0,4349.0,456250.0,,114048.0,6.75232e-05,0.1,0.7519792 +4232.5,4228.022,-0.0026717947,1678.5304,7310000.0,4355.0,456875.0,,114208.0,6.72672e-05,0.1,0.65367246 +4258.7,4228.0195,-0.0057538855,1678.899,7320000.0,4360.0,457500.0,,114368.0,6.70112e-05,0.1,0.7120554 +4236.4,4228.015,-0.0035265181,1678.4978,7330000.0,4367.0,458125.0,,114528.0,6.67552e-05,0.1,0.6435727 +4218.9,4227.65,-0.008035456,1678.8655,7340000.0,4372.0,458750.0,,114656.0,6.65504e-05,0.1,0.68673396 +4190.4,4227.1055,-0.0065207398,1679.2323,7350000.0,4377.0,459375.0,,114816.0,6.62944e-05,0.1,0.68396544 +4188.7,4226.547,-0.00777313,1679.2152,7360000.0,4383.0,460000.0,,114976.0,6.60384e-05,0.1,0.69174665 +4115.2,4225.508,-0.0053874617,1679.198,7370000.0,4389.0,460625.0,,115136.0,6.57824e-05,0.1,0.7109599 +4105.0,4224.6567,-0.006699179,1679.1809,7380000.0,4395.0,461250.0,,115296.0,6.55264e-05,0.1,0.6841334 +4178.0,4224.8457,-0.0098069655,1679.5454,7390000.0,4400.0,461875.0,,115456.0,6.52704e-05,0.1,0.693643 +4227.7,4225.3086,-0.006441661,1679.528,7400000.0,4406.0,462500.0,,115616.0,6.50144e-05,0.1,0.7225871 +4162.9,4224.6357,-0.007144242,1679.8912,7410000.0,4411.0,463125.0,,115776.0,6.47584e-05,0.1,0.6944468 +4142.3,4223.9995,-0.0035531719,1680.2537,7420000.0,4416.0,463750.0,,115936.0,6.45024e-05,0.1,0.65571105 +4151.4,4223.834,0.006652869,1680.6152,7430000.0,4421.0,464375.0,,116064.0,6.42976e-05,0.1,0.70080936 +4123.7,4223.285,-0.0033806185,1680.5963,7440000.0,4427.0,465000.0,,116224.0,6.40416e-05,0.1,0.68382573 +4137.2,4222.697,-0.0043492178,1680.9567,7450000.0,4432.0,465625.0,,116384.0,6.37856e-05,0.1,0.73098856 +4125.7,4221.3066,-0.0029444483,1681.3162,7460000.0,4437.0,466250.0,,116544.0,6.35296e-05,0.1,0.65449774 +4167.0,4220.2944,-0.008208595,1681.2964,7470000.0,4443.0,466875.0,,116704.0,6.32736e-05,0.1,0.69830275 +4190.1,4219.946,-0.009290682,1681.2767,7480000.0,4449.0,467500.0,,116864.0,6.30176e-05,0.1,0.66716045 +4215.3,4220.142,-0.0069460794,1681.6345,7490000.0,4454.0,468125.0,,117024.0,6.27616e-05,0.1,0.7646754 +4239.4,4221.0664,-0.0071437596,1681.9915,7500000.0,4459.0,468750.0,,117184.0,6.25056e-05,0.1,0.67923796 +4189.9,4221.497,-0.00017614727,1682.3477,7510000.0,4464.0,469375.0,,117312.0,6.23008e-05,0.1,0.6262052 +4202.7,4222.4463,-0.009478947,1682.7031,7520000.0,4469.0,470000.0,,117472.0,6.20448e-05,0.1,0.72453874 +4197.2,4222.875,-0.0041207825,1682.6815,7530000.0,4475.0,470625.0,,117632.0,6.17888e-05,0.1,0.6177616 +4128.7,4221.8647,-0.010464249,1683.0358,7540000.0,4480.0,471250.0,,117792.0,6.15328e-05,0.1,0.6980893 +4137.5,4220.5527,-0.0038147974,1683.0138,7550000.0,4486.0,471875.0,,117952.0,6.12768e-05,0.1,0.6661388 +4194.0,4220.0454,-0.00555985,1683.3667,7560000.0,4491.0,472500.0,,118112.0,6.10208e-05,0.1,0.69833 +4198.7,4220.044,-0.0066182767,1683.7189,7570000.0,4496.0,473125.0,,118272.0,6.07648e-05,0.1,0.6859783 +4189.2,4220.427,-0.0072329706,1683.6962,7580000.0,4502.0,473750.0,,118432.0,6.05088e-05,0.1,0.71995866 +4129.4,4219.961,-0.0051476792,1684.047,7590000.0,4507.0,474375.0,,118592.0,6.02528e-05,0.1,0.7195214 +4161.0,4220.333,0.005558725,1684.3972,7600000.0,4512.0,475000.0,,118720.0,6.0048e-05,0.1,0.7612413 +4193.3,4220.558,-0.0061642504,1684.3737,7610000.0,4518.0,475625.0,,118880.0,5.9792e-05,0.1,0.65993565 +4201.1,4219.833,-0.007624665,1684.7225,7620000.0,4523.0,476250.0,,119040.0,5.9536e-05,0.1,0.6637231 +4220.7,4220.1387,-0.006181994,1685.0707,7630000.0,4528.0,476875.0,,119200.0,5.928e-05,0.1,0.69697326 +4218.2,4220.9233,-0.008682706,1685.0463,7640000.0,4534.0,477500.0,,119360.0,5.9024e-05,0.1,0.6584455 +4238.5,4221.5674,-0.0036418934,1685.3933,7650000.0,4539.0,478125.0,,119520.0,5.8768e-05,0.1,0.6748227 +4222.2,4221.3823,-0.0036703805,1685.3685,7660000.0,4545.0,478750.0,,119680.0,5.8512e-05,0.1,0.6881377 +4248.6,4221.1567,-0.0032517433,1685.3439,7670000.0,4551.0,479375.0,,119840.0,5.8256e-05,0.1,0.7068426 +4161.8,4220.3247,-0.0019772262,1685.3193,7680000.0,4557.0,480000.0,,120000.0,5.8e-05,0.1,0.72754997 +4178.4,4220.552,-0.0074891634,1685.6642,7690000.0,4562.0,480625.0,,120128.0,5.77952e-05,0.1,0.81702185 +4276.2,4221.58,0.005515242,1686.0083,7700000.0,4567.0,481250.0,,120288.0,5.75392e-05,0.1,0.694672 +4254.7,4221.4927,-0.0042485753,1685.9829,7710000.0,4573.0,481875.0,,120448.0,5.72832e-05,0.1,0.76300675 +4200.6,4220.2017,0.009221909,1685.9576,7720000.0,4579.0,482500.0,,120608.0,5.70272e-05,0.1,0.65613097 +4167.6,4218.5757,-0.0062107025,1686.3002,7730000.0,4584.0,483125.0,,120768.0,5.67712e-05,0.1,0.5882383 +4158.9,4217.3228,-0.004767415,1686.2745,7740000.0,4590.0,483750.0,,120928.0,5.65152e-05,0.1,0.7272267 +4188.2,4217.306,-0.0036070086,1686.6158,7750000.0,4595.0,484375.0,,121088.0,5.62592e-05,0.1,0.65120935 +4178.9,4216.668,-0.0069838976,1686.9565,7760000.0,4600.0,485000.0,,121248.0,5.60032e-05,0.1,0.6698067 +4217.9,4216.2974,-0.00023450487,1687.2964,7770000.0,4605.0,485625.0,,121376.0,5.57984e-05,0.1,0.7185683 +4189.4,4215.436,-0.0029948517,1687.2695,7780000.0,4611.0,486250.0,,121536.0,5.55424e-05,0.1,0.631952 +4237.2,4214.966,-0.007998578,1687.2428,7790000.0,4617.0,486875.0,,121696.0,5.52864e-05,0.1,0.65233624 +4204.0,4214.619,-0.0063268812,1687.5812,7800000.0,4622.0,487500.0,,121856.0,5.50304e-05,0.1,0.72663236 +4207.0,4214.187,-0.00269752,1687.5541,7810000.0,4628.0,488125.0,,122016.0,5.47744e-05,0.1,0.7129792 +4169.4,4213.779,-0.00534147,1687.8912,7820000.0,4633.0,488750.0,,122176.0,5.45184e-05,0.1,0.6690992 +4236.1,4213.923,-0.0013190743,1687.8638,7830000.0,4639.0,489375.0,,122336.0,5.42624e-05,0.1,0.6364768 +4236.1,4213.951,-0.006998503,1687.8364,7840000.0,4645.0,490000.0,,122496.0,5.40064e-05,0.1,0.7097727 +4221.9,4213.652,-0.005900824,1687.8091,7850000.0,4651.0,490625.0,,122656.0,5.37504e-05,0.1,0.68138313 +4151.1,4212.922,-0.0043926407,1688.1443,7860000.0,4656.0,491250.0,,122784.0,5.35456e-05,0.1,0.64678025 +4154.6,4212.7856,-0.0023780141,1688.4789,7870000.0,4661.0,491875.0,,122944.0,5.32896e-05,0.1,0.75251234 +4157.9,4211.959,-0.009993454,1688.4508,7880000.0,4667.0,492500.0,,123104.0,5.30336e-05,0.1,0.70922256 +4197.0,4211.2827,-0.007863538,1688.7843,7890000.0,4672.0,493125.0,,123264.0,5.27776e-05,0.1,0.6907046 +4240.5,4211.53,-0.004657918,1689.117,7900000.0,4677.0,493750.0,,123424.0,5.25216e-05,0.1,0.77376986 +4220.0,4211.377,-0.0055759624,1689.0881,7910000.0,4683.0,494375.0,,123584.0,5.22656e-05,0.1,0.6569061 +4209.7,4211.008,-0.0028505477,1689.4198,7920000.0,4688.0,495000.0,,123744.0,5.20096e-05,0.1,0.7511494 +4235.6,4211.1196,-0.0041990126,1689.3907,7930000.0,4694.0,495625.0,,123904.0,5.17536e-05,0.1,0.7331684 +4275.1,4211.4546,-0.00044845027,1689.7212,7940000.0,4699.0,496250.0,,124032.0,5.15488e-05,0.1,0.68057334 +4236.3,4211.0537,-0.0028464869,1690.051,7950000.0,4704.0,496875.0,,124192.0,5.12928e-05,0.1,0.6639428 +4229.8,4210.195,-0.009249784,1690.0212,7960000.0,4710.0,497500.0,,124352.0,5.10368e-05,0.1,0.6945998 +4194.5,4208.956,-0.0065000514,1690.35,7970000.0,4715.0,498125.0,,124512.0,5.07808e-05,0.1,0.674611 +4240.4,4208.706,-0.0017611467,1690.3198,7980000.0,4721.0,498750.0,,124672.0,5.05248e-05,0.1,0.64491785 +4254.8,4208.9272,-0.0054568895,1690.6475,7990000.0,4726.0,499375.0,,124832.0,5.02688e-05,0.1,0.70710564 +4259.1,4209.428,-0.0048288577,1690.6171,8000000.0,4732.0,500000.0,,124992.0,5.00128e-05,0.1,0.6977724 +4200.3,4209.428,0.0031436973,1690.9436,8010000.0,4737.0,500625.0,,125152.0,4.97568e-05,0.1,0.6739981 +4180.8,4208.753,-0.008827825,1690.913,8020000.0,4743.0,501250.0,,125312.0,4.95008e-05,0.1,0.7052298 +4188.8,4207.805,-0.007851312,1691.2384,8030000.0,4748.0,501875.0,,125440.0,4.9296e-05,0.1,0.6943512 +4251.3,4206.631,0.0029203217,1691.2074,8040000.0,4754.0,502500.0,,125600.0,4.904e-05,0.1,0.5900588 +4242.4,4205.6475,-0.009459895,1691.5319,8050000.0,4759.0,503125.0,,125760.0,4.8784e-05,0.1,0.7818072 +4202.4,4205.0474,-0.0040142494,1691.5005,8060000.0,4765.0,503750.0,,125920.0,4.8528e-05,0.1,0.6072656 +4140.0,4204.6484,-0.005383804,1691.4692,8070000.0,4771.0,504375.0,,126080.0,4.8272e-05,0.1,0.73718446 +4156.1,4204.534,-0.00566634,1691.4381,8080000.0,4777.0,505000.0,,126240.0,4.8016e-05,0.1,0.70178115 +4198.5,4203.7793,-0.007822742,1691.4071,8090000.0,4783.0,505625.0,,126400.0,4.776e-05,0.1,0.63786054 +4249.6,4203.13,-0.0072929347,1691.3761,8100000.0,4789.0,506250.0,,126560.0,4.7504e-05,0.1,0.6568138 +4238.2,4202.3267,-0.0026880847,1691.698,8110000.0,4794.0,506875.0,,126688.0,4.72992e-05,0.1,0.7253082 +4209.0,4201.6777,-0.008198571,1692.0192,8120000.0,4799.0,507500.0,,126848.0,4.70432e-05,0.1,0.740711 +4234.5,4200.9917,-0.008846342,1691.9875,8130000.0,4805.0,508125.0,,127008.0,4.67872e-05,0.1,0.69580483 +4245.0,4201.421,-0.0017201138,1692.3077,8140000.0,4810.0,508750.0,,127168.0,4.65312e-05,0.1,0.7248474 +4188.1,4201.105,-0.00814673,1692.2758,8150000.0,4816.0,509375.0,,127328.0,4.62752e-05,0.1,0.7869185 +4197.6,4201.482,-0.0067173457,1692.5948,8160000.0,4821.0,510000.0,,127488.0,4.60192e-05,0.1,0.680503 +4162.3,4201.056,-0.002970104,1692.9133,8170000.0,4826.0,510625.0,,127648.0,4.57632e-05,0.1,0.72495425 +4176.9,4200.91,0.0029831761,1692.8807,8180000.0,4832.0,511250.0,,127808.0,4.55072e-05,0.1,0.5953554 +4146.9,4200.1533,-0.00091683376,1693.1982,8190000.0,4837.0,511875.0,,127968.0,4.52512e-05,0.1,0.6882255 +4118.7,4199.2695,-0.005303256,1693.5151,8200000.0,4842.0,512500.0,,128096.0,4.50464e-05,0.1,0.68987775 +4130.7,4198.4336,-0.0074141184,1693.4818,8210000.0,4848.0,513125.0,,128256.0,4.47904e-05,0.1,0.7242221 +4255.7,4198.884,-0.007213731,1693.4487,8220000.0,4854.0,513750.0,,128416.0,4.45344e-05,0.1,0.70752776 +4283.7,4199.759,-0.0048898244,1693.4156,8230000.0,4860.0,514375.0,,128576.0,4.42784e-05,0.1,0.6164218 +4284.5,4200.278,-0.008629263,1693.7307,8240000.0,4865.0,515000.0,,128736.0,4.40224e-05,0.1,0.71418214 +4237.2,4199.9805,-0.007390772,1693.3497,8250000.0,4872.0,515625.0,,128896.0,4.37664e-05,0.1,0.7164417 +4262.4,4200.316,-0.006575217,1693.3169,8260000.0,4878.0,516250.0,,129056.0,4.35104e-05,0.1,0.62066555 +4248.2,4200.719,-0.0072756386,1693.631,8270000.0,4883.0,516875.0,,129216.0,4.32544e-05,0.1,0.7651646 +4258.5,4201.024,-0.0059692753,1693.9443,8280000.0,4888.0,517500.0,,129344.0,4.30496e-05,0.1,0.65894365 +4221.0,4201.359,-0.0048022,1693.9109,8290000.0,4894.0,518125.0,,129504.0,4.27936e-05,0.1,0.6069458 +4278.0,4202.0537,-0.01035261,1693.8776,8300000.0,4900.0,518750.0,,129664.0,4.25376e-05,0.1,0.659732 +4278.0,4202.5093,-0.006375291,1694.1896,8310000.0,4905.0,519375.0,,129824.0,4.22816e-05,0.1,0.69880855 +4240.2,4202.3237,0.008216182,1694.156,8320000.0,4911.0,520000.0,,129984.0,4.20256e-05,0.1,0.59464324 +4235.7,4202.317,-0.0049409335,1694.467,8330000.0,4916.0,520625.0,,130144.0,4.17696e-05,0.1,0.6871103 +4212.9,4202.2563,-0.0016522876,1694.7775,8340000.0,4921.0,521250.0,,130304.0,4.15136e-05,0.1,0.63351065 +4263.9,4202.9917,-0.0064035095,1694.7433,8350000.0,4927.0,521875.0,,130464.0,4.12576e-05,0.1,0.66593087 +4349.9,4204.604,-0.0053365515,1694.3656,8360000.0,4934.0,522500.0,,130624.0,4.10016e-05,0.1,0.6901585 +4289.5,4206.347,-0.0019361695,1694.675,8370000.0,4939.0,523125.0,,130752.0,4.07968e-05,0.1,0.5702477 +4254.2,4207.839,-0.006409513,1694.641,8380000.0,4945.0,523750.0,,130912.0,4.05408e-05,0.1,0.6746651 +4275.7,4208.816,0.015591585,1694.6072,8390000.0,4951.0,524375.0,,131072.0,4.02848e-05,0.1,0.6626754 +4219.8,4208.737,-0.00505615,1694.5734,8400000.0,4957.0,525000.0,,131232.0,4.00288e-05,0.1,0.6122969 +4170.5,4208.813,-0.0070376215,1694.8811,8410000.0,4962.0,525625.0,,131392.0,3.97728e-05,0.1,0.71824235 +4144.7,4208.837,-0.004727994,1695.1882,8420000.0,4967.0,526250.0,,131552.0,3.95168e-05,0.1,0.6019221 +4205.1,4209.374,-3.2467884e-05,1695.1538,8430000.0,4973.0,526875.0,,131712.0,3.92608e-05,0.1,0.6185841 +4214.6,4210.2827,0.006677807,1695.1195,8440000.0,4979.0,527500.0,,131872.0,3.90048e-05,0.1,0.7096911 +4242.6,4211.3364,-0.007466462,1695.4254,8450000.0,4984.0,528125.0,,132000.0,3.88e-05,0.1,0.6995907 +4200.9,4212.089,-0.006945829,1695.3907,8460000.0,4990.0,528750.0,,132160.0,3.8544e-05,0.1,0.59069467 +4179.7,4212.216,-0.004281627,1695.3563,8470000.0,4996.0,529375.0,,132320.0,3.8288e-05,0.1,0.61345017 +4174.3,4212.0576,-0.0059396233,1694.983,8480000.0,5003.0,530000.0,,132480.0,3.8032e-05,0.1,0.6145985 +4171.1,4211.6157,-0.00512482,1695.2876,8490000.0,5008.0,530625.0,,132640.0,3.7776e-05,0.1,0.6505295 +4156.4,4210.7856,-0.008189752,1695.2533,8500000.0,5014.0,531250.0,,132800.0,3.752e-05,0.1,0.74877495 +4174.6,4210.633,-0.006009196,1694.8815,8510000.0,5021.0,531875.0,,132960.0,3.7264e-05,0.1,0.6111697 +4183.6,4210.442,-0.0068873996,1694.8478,8520000.0,5027.0,532500.0,,133120.0,3.7008e-05,0.1,0.74856067 +4157.5,4210.045,-0.0060796738,1695.151,8530000.0,5032.0,533125.0,,133280.0,3.6752e-05,0.1,0.64912903 +4137.2,4210.13,0.0024971487,1695.4536,8540000.0,5037.0,533750.0,,133408.0,3.65472e-05,0.1,0.68990135 +4111.7,4209.8716,-0.0067264936,1695.7556,8550000.0,5042.0,534375.0,,133568.0,3.62912e-05,0.1,0.62623495 +4161.4,4209.546,0.0099281585,1696.057,8560000.0,5047.0,535000.0,,133728.0,3.60352e-05,0.1,0.58618146 +4212.4,4209.6826,-0.005704518,1696.0222,8570000.0,5053.0,535625.0,,133888.0,3.57792e-05,0.1,0.6615422 +4141.4,4209.205,-0.004868532,1695.6522,8580000.0,5060.0,536250.0,,134048.0,3.55232e-05,0.1,0.60926634 +4154.5,4209.456,-0.0076621356,1695.6178,8590000.0,5066.0,536875.0,,134208.0,3.52672e-05,0.1,0.6845764 +4194.7,4209.793,-0.0029580754,1695.5836,8600000.0,5072.0,537500.0,,134368.0,3.50112e-05,0.1,0.6497215 +4232.2,4210.1816,-0.0014103188,1695.8834,8610000.0,5077.0,538125.0,,134528.0,3.47552e-05,0.1,0.5763202 +4191.7,4210.0874,-0.0021547286,1696.1826,8620000.0,5082.0,538750.0,,134656.0,3.45504e-05,0.1,0.5928872 +4156.2,4209.4424,-0.0057539875,1696.1478,8630000.0,5088.0,539375.0,,134816.0,3.42944e-05,0.1,0.6820389 +4178.2,4209.0425,-0.005978722,1696.113,8640000.0,5094.0,540000.0,,134976.0,3.40384e-05,0.1,0.6479008 +4229.9,4208.9565,-0.0042429008,1696.0785,8650000.0,5100.0,540625.0,,135136.0,3.37824e-05,0.1,0.68645287 +4231.1,4209.0454,-0.007313569,1696.3761,8660000.0,5105.0,541250.0,,135296.0,3.35264e-05,0.1,0.67813253 +4197.8,4208.5376,-0.0046330774,1696.3412,8670000.0,5111.0,541875.0,,135456.0,3.32704e-05,0.1,0.6362127 +4215.8,4209.078,-0.006672745,1696.638,8680000.0,5116.0,542500.0,,135616.0,3.30144e-05,0.1,0.67170346 +4219.4,4209.4883,-0.002172064,1696.6029,8690000.0,5122.0,543125.0,,135776.0,3.27584e-05,0.1,0.66342056 +4170.2,4208.428,-0.005039858,1696.5679,8700000.0,5128.0,543750.0,,135936.0,3.25024e-05,0.1,0.725693 +4172.0,4207.601,-0.009130498,1696.533,8710000.0,5134.0,544375.0,,136064.0,3.22976e-05,0.1,0.6879325 +4157.6,4207.1704,-0.00052036304,1696.498,8720000.0,5140.0,545000.0,,136224.0,3.20416e-05,0.1,0.6247307 +4185.0,4207.3447,-0.009451088,1696.4633,8730000.0,5146.0,545625.0,,136384.0,3.17856e-05,0.1,0.74625826 +4250.5,4208.2607,-0.008093638,1696.7579,8740000.0,5151.0,546250.0,,136544.0,3.15296e-05,0.1,0.6520312 +4257.0,4208.9487,-0.0010108822,1696.7229,8750000.0,5157.0,546875.0,,136704.0,3.12736e-05,0.1,0.630785 +4229.0,4209.45,-0.0027907079,1697.0166,8760000.0,5162.0,547500.0,,136864.0,3.10176e-05,0.1,0.6585443 +4215.0,4209.421,-0.0005717566,1696.9814,8770000.0,5168.0,548125.0,,137024.0,3.07616e-05,0.1,0.71921027 +4235.5,4209.882,-0.003398161,1697.2743,8780000.0,5173.0,548750.0,,137184.0,3.05056e-05,0.1,0.6183541 +4207.5,4209.585,-0.0056990823,1697.5667,8790000.0,5178.0,549375.0,,137312.0,3.03008e-05,0.1,0.6221523 +4203.5,4209.58,-0.0060976176,1697.8584,8800000.0,5183.0,550000.0,,137472.0,3.00448e-05,0.1,0.7571043 +4208.7,4209.5967,-0.0026068557,1697.8223,8810000.0,5189.0,550625.0,,137632.0,2.97888e-05,0.1,0.7286135 +4162.7,4209.53,-0.0027844962,1698.1132,8820000.0,5194.0,551250.0,,137792.0,2.95328e-05,0.1,0.6227953 +4158.4,4208.753,-0.0069396454,1698.0769,8830000.0,5200.0,551875.0,,137952.0,2.92768e-05,0.1,0.69590545 +4171.7,4208.109,-0.005098143,1698.367,8840000.0,5205.0,552500.0,,138112.0,2.90208e-05,0.1,0.6740124 +4198.0,4207.8696,-0.005034593,1698.3304,8850000.0,5211.0,553125.0,,138272.0,2.87648e-05,0.1,0.7312782 +4204.5,4208.4043,-0.006041084,1698.6196,8860000.0,5216.0,553750.0,,138432.0,2.85088e-05,0.1,0.72991186 +4196.7,4208.8247,-0.0061249305,1698.5829,8870000.0,5222.0,554375.0,,138592.0,2.82528e-05,0.1,0.6645554 +4157.4,4208.82,-0.006521338,1698.8712,8880000.0,5227.0,555000.0,,138720.0,2.8048e-05,0.1,0.6281198 +4201.6,4208.8657,0.0018918058,1699.159,8890000.0,5232.0,555625.0,,138880.0,2.7792e-05,0.1,0.7476042 +4192.3,4208.384,-0.006346126,1699.1218,8900000.0,5238.0,556250.0,,139040.0,2.7536e-05,0.1,0.68406355 +4215.7,4208.3413,0.012331883,1699.0847,8910000.0,5244.0,556875.0,,139200.0,2.728e-05,0.1,0.66132635 +4175.4,4207.998,-0.00018465392,1699.0476,8920000.0,5250.0,557500.0,,139360.0,2.7024e-05,0.1,0.61430347 +4166.5,4207.307,-0.0063641574,1699.0106,8930000.0,5256.0,558125.0,,139520.0,2.6768e-05,0.1,0.73146415 +4165.7,4206.213,0.0006766622,1698.9738,8940000.0,5262.0,558750.0,,139680.0,2.6512e-05,0.1,0.73353904 +4156.9,4205.419,-0.0050459253,1699.2595,8950000.0,5267.0,559375.0,,139840.0,2.6256e-05,0.1,0.71998394 +4138.4,4204.505,-0.0025941343,1699.2224,8960000.0,5273.0,560000.0,,140000.0,2.6e-05,0.1,0.6490239 +4124.0,4203.8,-0.0030691582,1699.5074,8970000.0,5278.0,560625.0,,140128.0,2.57952e-05,0.1,0.7178525 +4149.0,4202.886,-0.0028148904,1699.7917,8980000.0,5283.0,561250.0,,140288.0,2.55392e-05,0.1,0.69031966 +4131.2,4201.65,-0.0057848985,1699.7542,8990000.0,5289.0,561875.0,,140448.0,2.52832e-05,0.1,0.76778996 +4152.0,4200.5786,-0.004936632,1700.0377,9000000.0,5294.0,562500.0,,140608.0,2.50272e-05,0.1,0.6593009 +4191.0,4200.486,-0.00561155,1700.0,9010000.0,5300.0,563125.0,,140768.0,2.47712e-05,0.1,0.7390728 +4189.1,4200.569,0.009215751,1700.2827,9020000.0,5305.0,563750.0,,140928.0,2.45152e-05,0.1,0.5840183 +4232.1,4201.002,-0.0030833762,1700.2448,9030000.0,5311.0,564375.0,,141088.0,2.42592e-05,0.1,0.5667937 +4242.4,4200.9126,-0.0039034442,1700.5267,9040000.0,5316.0,565000.0,,141248.0,2.40032e-05,0.1,0.6473417 +4225.3,4200.7417,-0.0010473728,1700.8081,9050000.0,5321.0,565625.0,,141376.0,2.37984e-05,0.1,0.64136994 +4155.8,4200.2764,0.009637045,1700.7697,9060000.0,5327.0,566250.0,,141536.0,2.35424e-05,0.1,0.62575287 +4194.3,4200.8193,-0.0022545229,1700.7313,9070000.0,5333.0,566875.0,,141696.0,2.32864e-05,0.1,0.64207214 +4215.9,4201.417,-0.0036675937,1701.0116,9080000.0,5338.0,567500.0,,141856.0,2.30304e-05,0.1,0.6861839 +4204.5,4201.477,-0.0041196914,1700.973,9090000.0,5344.0,568125.0,,142016.0,2.27744e-05,0.1,0.7273356 +4232.0,4201.301,-0.009538208,1700.9346,9100000.0,5350.0,568750.0,,142176.0,2.25184e-05,0.1,0.7064968 +4214.7,4201.066,0.0074668694,1701.2139,9110000.0,5355.0,569375.0,,142336.0,2.22624e-05,0.1,0.5587741 +4161.4,4200.59,-0.005696484,1701.4926,9120000.0,5360.0,570000.0,,142496.0,2.20064e-05,0.1,0.7356826 +4118.4,4199.4287,-0.0065871216,1701.7708,9130000.0,5365.0,570625.0,,142656.0,2.17504e-05,0.1,0.7052414 +4153.6,4198.5146,-0.0038182505,1702.0485,9140000.0,5370.0,571250.0,,142784.0,2.15456e-05,0.1,0.6846582 +4229.1,4198.925,-0.0015082296,1702.0089,9150000.0,5376.0,571875.0,,142944.0,2.12896e-05,0.1,0.73136175 +4221.2,4199.1606,-0.0034786956,1702.2858,9160000.0,5381.0,572500.0,,143104.0,2.10336e-05,0.1,0.67923373 +4198.7,4199.5244,-0.0044978987,1702.2461,9170000.0,5387.0,573125.0,,143264.0,2.07776e-05,0.1,0.6566701 +4177.0,4199.5254,-0.0061738584,1702.5222,9180000.0,5392.0,573750.0,,143424.0,2.05216e-05,0.1,0.71250606 +4244.0,4200.4966,-0.0048887916,1702.7979,9190000.0,5397.0,574375.0,,143584.0,2.02656e-05,0.1,0.7286333 +4264.5,4201.955,-0.004435182,1702.7577,9200000.0,5403.0,575000.0,,143744.0,2.00096e-05,0.1,0.6797816 +4254.0,4203.188,-0.0032816231,1703.0326,9210000.0,5408.0,575625.0,,143904.0,1.97536e-05,0.1,0.67953646 +4256.0,4203.191,-0.0034743599,1703.3069,9220000.0,5413.0,576250.0,,144032.0,1.95488e-05,0.1,0.73995054 +4195.9,4202.313,-0.0013025182,1703.5807,9230000.0,5418.0,576875.0,,144192.0,1.92928e-05,0.1,0.65484524 +4192.4,4201.392,-0.0062012756,1703.854,9240000.0,5423.0,577500.0,,144352.0,1.90368e-05,0.1,0.78815925 +4181.5,4200.8354,-0.005734993,1703.8129,9250000.0,5429.0,578125.0,,144512.0,1.87808e-05,0.1,0.61949444 +4238.0,4200.5913,-0.0060743685,1704.0854,9260000.0,5434.0,578750.0,,144672.0,1.85248e-05,0.1,0.77361774 +4253.7,4200.646,-0.0012890825,1704.3574,9270000.0,5439.0,579375.0,,144832.0,1.82688e-05,0.1,0.6813769 +4248.7,4200.5474,-0.0036533235,1704.3159,9280000.0,5445.0,580000.0,,144992.0,1.80128e-05,0.1,0.6078905 +4225.7,4200.5947,-0.0048462157,1704.5872,9290000.0,5450.0,580625.0,,145152.0,1.77568e-05,0.1,0.6823812 +4249.7,4200.311,-0.0061938395,1704.8579,9300000.0,5455.0,581250.0,,145312.0,1.75008e-05,0.1,0.66197085 +4169.5,4199.2266,-0.00219201,1704.8159,9310000.0,5461.0,581875.0,,145440.0,1.7296e-05,0.1,0.6037589 +4119.0,4198.0146,-0.0017874963,1704.774,9320000.0,5467.0,582500.0,,145600.0,1.704e-05,0.1,0.6054007 +4065.5,4196.313,-0.0061907796,1705.0438,9330000.0,5472.0,583125.0,,145760.0,1.6784e-05,0.1,0.68036944 +4180.0,4195.984,0.00025497147,1705.0018,9340000.0,5478.0,583750.0,,145920.0,1.6528e-05,0.1,0.634887 +4263.0,4195.975,-0.00584265,1705.2709,9350000.0,5483.0,584375.0,,146080.0,1.6272e-05,0.1,0.77190185 +4256.2,4195.0376,-0.0044858395,1705.5393,9360000.0,5488.0,585000.0,,146240.0,1.6016e-05,0.1,0.61295676 +4209.4,4194.237,-0.005828281,1705.497,9370000.0,5494.0,585625.0,,146400.0,1.576e-05,0.1,0.75227135 +4211.4,4193.8086,-0.0048803687,1705.7646,9380000.0,5499.0,586250.0,,146560.0,1.5504e-05,0.1,0.66370356 +4186.4,4192.916,-0.0013996626,1706.032,9390000.0,5504.0,586875.0,,146688.0,1.52992e-05,0.1,0.7035303 +4185.9,4192.577,-0.006766014,1706.2988,9400000.0,5509.0,587500.0,,146848.0,1.50432e-05,0.1,0.7489861 +4180.2,4192.674,-0.0024416826,1706.2556,9410000.0,5515.0,588125.0,,147008.0,1.47872e-05,0.1,0.63007796 +4117.5,4192.402,-0.0026242202,1706.2126,9420000.0,5521.0,588750.0,,147168.0,1.45312e-05,0.1,0.62457585 +4148.0,4191.8306,-0.007351795,1706.4785,9430000.0,5526.0,589375.0,,147328.0,1.42752e-05,0.1,0.6960152 +4165.7,4191.342,-0.0010155264,1706.4353,9440000.0,5532.0,590000.0,,147488.0,1.40192e-05,0.1,0.6792129 +4186.7,4190.7827,-0.0070984643,1706.7004,9450000.0,5537.0,590625.0,,147648.0,1.37632e-05,0.1,0.7556755 +4168.5,4190.459,-0.0019766646,1706.965,9460000.0,5542.0,591250.0,,147808.0,1.35072e-05,0.1,0.6550001 +4216.5,4190.8267,0.0041815266,1706.9214,9470000.0,5548.0,591875.0,,147968.0,1.32512e-05,0.1,0.7302317 +4185.7,4190.9404,-0.0037305956,1707.1853,9480000.0,5553.0,592500.0,,148096.0,1.30464e-05,0.1,0.69658315 +4215.2,4191.3813,-0.00842181,1707.4487,9490000.0,5558.0,593125.0,,148256.0,1.27904e-05,0.1,0.7229785 +4261.5,4192.4326,-0.0019689458,1707.4048,9500000.0,5564.0,593750.0,,148416.0,1.25344e-05,0.1,0.65411377 +4239.7,4193.0835,-0.0059737116,1707.6675,9510000.0,5569.0,594375.0,,148576.0,1.22784e-05,0.1,0.7024672 +4220.2,4193.449,-0.00023938317,1707.6233,9520000.0,5575.0,595000.0,,148736.0,1.20224e-05,0.1,0.66346264 +4206.5,4193.9395,-0.002538552,1707.8853,9530000.0,5580.0,595625.0,,148896.0,1.17664e-05,0.1,0.68753505 +4239.0,4194.958,-0.0019331069,1707.8411,9540000.0,5586.0,596250.0,,149056.0,1.15104e-05,0.1,0.7764422 +4202.0,4195.861,-0.0041635153,1708.1023,9550000.0,5591.0,596875.0,,149216.0,1.12544e-05,0.1,0.67791677 +4220.0,4196.447,-0.0011028014,1708.3632,9560000.0,5596.0,597500.0,,149344.0,1.10496e-05,0.1,0.5873823 +4248.7,4196.8096,0.0029607895,1708.6234,9570000.0,5601.0,598125.0,,149504.0,1.07936e-05,0.1,0.7131289 +4213.7,4197.5327,-0.004878627,1708.8833,9580000.0,5606.0,598750.0,,149664.0,1.05376e-05,0.1,0.7544566 +4214.9,4198.1367,-0.0009367461,1708.8383,9590000.0,5612.0,599375.0,,149824.0,1.02816e-05,0.1,0.6357796 +4222.7,4198.4165,-0.0048038885,1709.0974,9600000.0,5617.0,600000.0,,149984.0,1.00256e-05,0.1,0.7899225 +4213.0,4198.2246,-0.0028613543,1709.3561,9610000.0,5622.0,600625.0,,150144.0,9.7696e-06,0.1,0.68599004 +4125.5,4197.563,-4.3303342e-05,1709.6144,9620000.0,5627.0,601250.0,,150304.0,9.5136e-06,0.1,0.68847495 +4136.0,4197.361,-0.005815912,1709.5686,9630000.0,5633.0,601875.0,,150464.0,9.2576e-06,0.1,0.67537904 +4158.9,4197.168,0.0042133415,1709.8262,9640000.0,5638.0,602500.0,,150624.0,9.0016e-06,0.1,0.70133424 +4198.1,4196.85,-0.003035028,1710.0833,9650000.0,5643.0,603125.0,,150752.0,8.7968e-06,0.1,0.7448006 +4182.0,4196.359,-0.0038895048,1710.34,9660000.0,5648.0,603750.0,,150912.0,8.5408e-06,0.1,0.62524974 +4148.1,4195.862,-0.003495498,1710.2936,9670000.0,5654.0,604375.0,,151072.0,8.2848e-06,0.1,0.6939453 +4146.2,4195.1655,-0.0040175365,1710.5496,9680000.0,5659.0,605000.0,,151232.0,8.0288e-06,0.1,0.72576594 +4132.7,4194.2983,-0.0038253404,1710.503,9690000.0,5665.0,605625.0,,151392.0,7.7728e-06,0.1,0.6452108 +4189.0,4194.4863,-0.0029602104,1710.7584,9700000.0,5670.0,606250.0,,151552.0,7.5168e-06,0.1,0.6320307 +4204.0,4194.8066,-0.0038602154,1711.0132,9710000.0,5675.0,606875.0,,151712.0,7.2608e-06,0.1,0.7493204 +4232.5,4195.5557,-0.004412366,1710.9664,9720000.0,5681.0,607500.0,,151872.0,7.0048e-06,0.1,0.66674674 +4151.0,4195.216,-0.002818439,1711.2206,9730000.0,5686.0,608125.0,,152000.0,6.8e-06,0.1,0.6404215 +4159.5,4194.306,-0.0036294467,1711.4742,9740000.0,5691.0,608750.0,,152160.0,6.544e-06,0.1,0.7082994 +4124.5,4192.981,-0.0017743362,1711.7275,9750000.0,5696.0,609375.0,,152320.0,6.288e-06,0.1,0.7178136 +4170.5,4192.396,-0.00012013523,1711.68,9760000.0,5702.0,610000.0,,152480.0,6.032e-06,0.1,0.68012726 +4141.8,4191.664,-0.0014084748,1711.6328,9770000.0,5708.0,610625.0,,152640.0,5.776e-06,0.1,0.7550772 +4149.8,4190.807,-0.0032758156,1711.8851,9780000.0,5713.0,611250.0,,152800.0,5.52e-06,0.1,0.675236 +4142.5,4190.157,-0.0014558682,1711.8378,9790000.0,5719.0,611875.0,,152960.0,5.264e-06,0.1,0.71784776 +4136.7,4189.4893,-0.001920311,1712.0895,9800000.0,5724.0,612500.0,,153120.0,5.008e-06,0.1,0.752704 +4220.7,4189.609,-0.005218157,1712.0419,9810000.0,5730.0,613125.0,,153280.0,4.752e-06,0.1,0.7721119 +4224.7,4190.2285,-0.0042919614,1711.9944,9820000.0,5736.0,613750.0,,153408.0,4.5472e-06,0.1,0.7002498 +4202.2,4190.666,0.00035690027,1712.2452,9830000.0,5741.0,614375.0,,153568.0,4.2912e-06,0.1,0.7178068 +4153.0,4190.4795,-0.0019262594,1712.1976,9840000.0,5747.0,615000.0,,153728.0,4.0352e-06,0.1,0.74932235 +4121.5,4189.715,-0.0010535842,1712.4479,9850000.0,5752.0,615625.0,,153888.0,3.7792e-06,0.1,0.68625546 +4138.5,4189.055,0.004254813,1712.1028,9860000.0,5759.0,616250.0,,154048.0,3.5232e-06,0.1,0.74458206 +4195.0,4189.0376,-0.0010375814,1712.3525,9870000.0,5764.0,616875.0,,154208.0,3.2672e-06,0.1,0.6505497 +4178.0,4189.2437,-0.0018831377,1712.6018,9880000.0,5769.0,617500.0,,154368.0,3.0112e-06,0.1,0.6633102 +4115.5,4188.3833,0.00021594149,1712.8507,9890000.0,5774.0,618125.0,,154528.0,2.7552e-06,0.1,0.70542467 +4146.5,4187.925,-0.0038032436,1713.0991,9900000.0,5779.0,618750.0,,154656.0,2.5504e-06,0.1,0.6714817 +4150.7,4187.275,0.0053794356,1713.3472,9910000.0,5784.0,619375.0,,154816.0,2.2944e-06,0.1,0.6390287 +4169.7,4187.2173,0.000868142,1713.2988,9920000.0,5790.0,620000.0,,154976.0,2.0384e-06,0.1,0.6119337 +4127.2,4186.824,-0.0039310297,1713.2505,9930000.0,5796.0,620625.0,,155136.0,1.7824e-06,0.1,0.7109436 +4151.5,4186.6826,-0.00038220847,1713.4977,9940000.0,5801.0,621250.0,,155296.0,1.5264e-06,0.1,0.69838065 +4114.0,4186.254,-0.002702356,1713.4493,9950000.0,5807.0,621875.0,,155456.0,1.2704e-06,0.1,0.7271474 +4154.0,4186.4097,-0.00036665454,1713.401,9960000.0,5813.0,622500.0,,155616.0,1.0144e-06,0.1,0.61105734 +4211.0,4187.28,-0.0020191073,1713.6473,9970000.0,5818.0,623125.0,,155776.0,7.584e-07,0.1,0.7599677 +4184.5,4187.635,-0.00065752387,1714.1876,9980000.0,5822.0,623750.0,,155936.0,5.024e-07,0.1,0.75332105 +4173.5,4188.0576,-0.004708095,1715.0215,9990000.0,5825.0,624375.0,,156064.0,2.976e-07,0.1,0.77826256 +4201.0,4188.5483,0.0017118517,1715.5602,10000000.0,5829.0,625000.0,,156224.0,4.16e-08,0.1,0.6291926 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_train.csv b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..7baa48b53ce2a01fa7fd48ecee5827394422144d --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +720.0,720.0,-0.021405887,1000.0,10000.0,10.0,625.0,,128.0,0.0002497952,0.1,1.764355 +718.6957,719.34784,-0.025273304,1176.4706,20000.0,17.0,1250.0,,288.0,0.0002495392,0.1,1.7704477 +701.25,713.31525,-0.026158398,1250.0,30000.0,24.0,1875.0,,448.0,0.0002492832,0.1,1.739714 +685.7447,706.4226,-0.02824178,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,1.7188545 +723.2,709.7781,-0.02780648,1282.0513,50000.0,39.0,3125.0,,768.0,0.0002487712,0.1,1.7164345 +733.6,713.74835,-0.025726289,1304.3478,60000.0,46.0,3750.0,,928.0,0.0002485152,0.1,1.7123463 +772.2,722.09863,-0.027138535,1320.7548,70000.0,53.0,4375.0,,1088.0,0.0002482592,0.1,1.7080501 +800.0,731.8363,-0.024188727,1333.3334,80000.0,60.0,5000.0,,1248.0,0.0002480032,0.1,1.6851628 +801.8,739.61005,-0.025753872,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,1.6564122 +754.0,741.049,-0.026849806,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,1.6727495 +753.0,742.1355,-0.024909716,1358.0247,110000.0,81.0,6875.0,,1696.0,0.0002472864,0.1,1.6398339 +754.0,743.1242,-0.025873695,1379.3103,120000.0,87.0,7500.0,,1856.0,0.0002470304,0.1,1.6095984 +747.8,743.4838,-0.02681138,1382.9788,130000.0,94.0,8125.0,,2016.0,0.0002467744,0.1,1.5557599 +766.0,745.09216,-0.022715785,1372.5491,140000.0,102.0,8750.0,,2176.0,0.0002465184,0.1,1.5613551 +701.8,742.206,-0.021972546,1376.1467,150000.0,109.0,9375.0,,2336.0,0.0002462624,0.1,1.5618622 +702.2,739.7056,-0.02558044,1391.3043,160000.0,115.0,10000.0,,2496.0,0.0002460064,0.1,1.6166143 +679.0,736.1347,-0.022064086,1382.1138,170000.0,123.0,10625.0,,2656.0,0.0002457504,0.1,1.580159 +684.2,733.24945,-0.026303392,1395.3489,180000.0,129.0,11250.0,,2784.0,0.0002455456,0.1,1.5596201 +679.6,730.4258,-0.023532365,1397.0588,190000.0,136.0,11875.0,,2944.0,0.0002452896,0.1,1.605693 +677.2,727.7645,-0.028103739,1388.8889,200000.0,144.0,12500.0,,3104.0,0.0002450336,0.1,1.5807934 +681.6,725.56616,-0.015696064,1390.7285,210000.0,151.0,13125.0,,3264.0,0.0002447776,0.1,1.5577539 +721.2,725.36774,-0.028475877,1392.405,220000.0,158.0,13750.0,,3424.0,0.0002445216,0.1,1.5991106 +822.6,729.5952,-0.025319863,1393.9395,230000.0,165.0,14375.0,,3584.0,0.0002442656,0.1,1.5629613 +882.0,735.9455,-0.024089491,1395.3489,240000.0,172.0,15000.0,,3744.0,0.0002440096,0.1,1.5689237 +960.0,744.90765,-0.020525742,1396.6481,250000.0,179.0,15625.0,,3904.0,0.0002437536,0.1,1.5628114 +982.2,754.03424,-0.027576823,1405.4054,260000.0,185.0,16250.0,,4032.0,0.0002435488,0.1,1.5541486 +1030.2,764.2626,-0.022321565,1406.25,270000.0,192.0,16875.0,,4192.0,0.0002432928,0.1,1.6046225 +1049.2,774.4389,-0.025988538,1407.0352,280000.0,199.0,17500.0,,4352.0,0.0002430368,0.1,1.5726409 +1061.8,784.3479,-0.01647467,1407.767,290000.0,206.0,18125.0,,4512.0,0.0002427808,0.1,1.5690358 +1126.6,795.7563,-0.022048127,1408.4507,300000.0,213.0,18750.0,,4672.0,0.0002425248,0.1,1.5488144 +1156.2,807.3835,-0.023739018,1402.715,310000.0,221.0,19375.0,,4832.0,0.0002422688,0.1,1.566538 +1194.0,819.46533,-0.022943482,1403.5088,320000.0,228.0,20000.0,,4992.0,0.0002420128,0.1,1.5229036 +1218.6,831.5603,-0.025107494,1398.305,330000.0,236.0,20625.0,,5152.0,0.0002417568,0.1,1.5374167 +1215.2,842.8438,-0.024001593,1399.177,340000.0,243.0,21250.0,,5312.0,0.0002415008,0.1,1.5229814 +1228.0,853.84827,-0.02458627,1400.0,350000.0,250.0,21875.0,,5440.0,0.000241296,0.1,1.5316085 +1257.4,865.05804,-0.015638243,1400.7782,360000.0,257.0,22500.0,,5600.0,0.00024104,0.1,1.4543449 +1337.6,877.82947,-0.021355629,1401.5151,370000.0,264.0,23125.0,,5760.0,0.000240784,0.1,1.4982667 +1442.0,892.67596,-0.019120818,1402.214,380000.0,271.0,23750.0,,5920.0,0.000240528,0.1,1.450321 +1515.6,908.64844,-0.026945883,1397.8495,390000.0,279.0,24375.0,,6080.0,0.000240272,0.1,1.4844973 +1563.0,925.0072,-0.02275362,1403.5088,400000.0,285.0,25000.0,,6240.0,0.000240016,0.1,1.442878 +1576.2,940.88995,-0.0195346,1404.1096,410000.0,292.0,25625.0,,6400.0,0.00023976,0.1,1.4242227 +1563.4,955.7116,-0.020085974,1404.6823,420000.0,299.0,26250.0,,6560.0,0.000239504,0.1,1.3220441 +1689.8,972.78345,-0.026670264,1405.2288,430000.0,306.0,26875.0,,6688.0,0.0002392992,0.1,1.3522937 +1746.4,990.3656,-0.015476167,1405.7509,440000.0,313.0,27500.0,,6848.0,0.0002390432,0.1,1.3353511 +1791.8,1008.17523,-0.01617308,1406.25,450000.0,320.0,28125.0,,7008.0,0.0002387872,0.1,1.3782724 +1890.0,1027.3453,-0.017366407,1406.7278,460000.0,327.0,28750.0,,7168.0,0.0002385312,0.1,1.3241146 +1931.6,1046.5848,-0.009227334,1407.1857,470000.0,334.0,29375.0,,7328.0,0.0002382752,0.1,1.2396541 +2050.9,1067.5082,-0.011914687,1403.5088,480000.0,342.0,30000.0,,7488.0,0.0002380192,0.1,1.2554922 +2222.9,1091.0875,-0.016264848,1408.046,490000.0,348.0,30625.0,,7648.0,0.0002377632,0.1,1.2994487 +2352.1,1116.3079,-0.016823946,1404.4944,500000.0,356.0,31250.0,,7808.0,0.0002375072,0.1,1.2950332 +2438.5,1142.2332,-0.019823762,1401.0989,510000.0,364.0,31875.0,,7968.0,0.0002372512,0.1,1.3075696 +2499.7,1168.3383,-0.015287219,1401.6173,520000.0,371.0,32500.0,,8096.0,0.0002370464,0.1,1.2068377 +2629.1,1195.8998,-0.013958726,1402.1165,530000.0,378.0,33125.0,,8256.0,0.0002367904,0.1,1.2176473 +2667.3,1223.148,-0.0141676115,1402.5974,540000.0,385.0,33750.0,,8416.0,0.0002365344,0.1,1.203124 +2762.5,1251.1362,-0.017308807,1403.0613,550000.0,392.0,34375.0,,8576.0,0.0002362784,0.1,1.0828648 +2822.8,1279.2015,-0.015062937,1400.0,560000.0,400.0,35000.0,,8736.0,0.0002360224,0.1,1.1162494 +2817.2,1306.1841,-0.013507717,1400.4915,570000.0,407.0,35625.0,,8896.0,0.0002357664,0.1,1.1110914 +2888.6,1333.4672,-0.013202999,1400.9662,580000.0,414.0,36250.0,,9056.0,0.0002355104,0.1,1.0507314 +2934.4,1360.6016,0.004874689,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.017 +2987.6,1387.7183,-0.011367441,1392.1113,600000.0,431.0,37500.0,,9344.0,0.0002350496,0.1,1.0787668 +3025.8,1414.572,-0.012999639,1389.5216,610000.0,439.0,38125.0,,9504.0,0.0002347936,0.1,1.0626712 +3039.2,1440.7758,-0.01291783,1393.2584,620000.0,445.0,38750.0,,9664.0,0.0002345376,0.1,1.0047554 +3051.0,1466.3348,-0.011725312,1390.7285,630000.0,453.0,39375.0,,9824.0,0.0002342816,0.1,1.0774785 +3068.4,1491.3671,-0.016453642,1391.3043,640000.0,460.0,40000.0,,9984.0,0.0002340256,0.1,1.0873528 +3057.8,1515.466,-0.016384907,1391.8629,650000.0,467.0,40625.0,,10144.0,0.0002337696,0.1,1.0357682 +3100.8,1539.4862,-0.007892428,1389.4736,660000.0,475.0,41250.0,,10304.0,0.0002335136,0.1,0.9355601 +3151.5,1563.546,0.02338444,1390.0415,670000.0,482.0,41875.0,,10464.0,0.0002332576,0.1,0.99789935 +3109.9,1586.2865,-0.01573127,1390.593,680000.0,489.0,42500.0,,10624.0,0.0002330016,0.1,0.88343334 +3203.8,1609.7288,0.000107416825,1393.9395,690000.0,495.0,43125.0,,10752.0,0.0002327968,0.1,1.0529888 +3185.5,1632.2397,-0.014542844,1394.4224,700000.0,502.0,43750.0,,10912.0,0.0002325408,0.1,1.0262294 +3139.4,1653.4673,-0.007958061,1394.892,710000.0,509.0,44375.0,,11072.0,0.0002322848,0.1,0.955399 +3141.5,1674.1345,0.0035480936,1392.6499,720000.0,517.0,45000.0,,11232.0,0.0002320288,0.1,1.0700972 +3047.1,1692.9423,-0.009684832,1393.1298,730000.0,524.0,45625.0,,11392.0,0.0002317728,0.1,1.019943 +3005.6,1710.6809,-0.012711076,1393.597,740000.0,531.0,46250.0,,11552.0,0.0002315168,0.1,0.9910501 +2982.3,1727.6359,-0.008500089,1394.052,750000.0,538.0,46875.0,,11712.0,0.0002312608,0.1,0.9628214 +2980.1,1744.1156,-0.0054101534,1394.4954,760000.0,545.0,47500.0,,11872.0,0.0002310048,0.1,1.1098201 +3064.9,1761.2687,-0.0073202373,1394.9275,770000.0,552.0,48125.0,,12000.0,0.0002308,0.1,1.0051548 +3095.3,1778.3716,-0.009315975,1395.3489,780000.0,559.0,48750.0,,12160.0,0.000230544,0.1,1.0185144 +3145.2,1795.6732,-0.008123231,1395.7598,790000.0,566.0,49375.0,,12320.0,0.000230288,0.1,0.9112437 +3190.5,1813.1086,0.0067351894,1393.7283,800000.0,574.0,50000.0,,12480.0,0.000230032,0.1,1.0223961 +3140.8,1829.4998,0.009806274,1389.3654,810000.0,583.0,50625.0,,12640.0,0.000229776,0.1,1.042733 +3236.9,1846.6633,0.025270673,1387.4789,820000.0,591.0,51250.0,,12800.0,0.00022952,0.1,1.0096283 +3211.1,1863.1022,0.004836646,1385.6427,830000.0,599.0,51875.0,,12960.0,0.000229264,0.1,0.97314084 +3221.5,1879.2737,-0.0084972875,1386.1387,840000.0,606.0,52500.0,,13120.0,0.000229008,0.1,1.0363209 +3256.6,1895.4774,-0.016730534,1386.6232,850000.0,613.0,53125.0,,13280.0,0.000228752,0.1,0.89141655 +3252.6,1911.2578,-0.002883915,1387.0968,860000.0,620.0,53750.0,,13408.0,0.0002285472,0.1,1.0392413 +3248.9,1926.633,-0.014843096,1385.3503,870000.0,628.0,54375.0,,13568.0,0.0002282912,0.1,0.93491364 +3221.2,1941.3441,-0.011918951,1385.8268,880000.0,635.0,55000.0,,13728.0,0.0002280352,0.1,0.9991832 +3231.8,1955.8436,-0.01001368,1386.2928,890000.0,642.0,55625.0,,13888.0,0.0002277792,0.1,1.0128509 +3218.9,1969.8776,-0.01116156,1386.7489,900000.0,649.0,56250.0,,14048.0,0.0002275232,0.1,1.0153475 +3205.8,1983.4591,-0.013385314,1385.0837,910000.0,657.0,56875.0,,14208.0,0.0002272672,0.1,0.9905053 +3264.0,1997.378,0.0056680697,1385.5421,920000.0,664.0,57500.0,,14368.0,0.0002270112,0.1,1.0302117 +3226.4,2010.5934,0.00063878915,1385.9911,930000.0,671.0,58125.0,,14528.0,0.0002267552,0.1,0.99526966 +3242.3,2023.6967,0.009198324,1386.4307,940000.0,678.0,58750.0,,14656.0,0.0002265504,0.1,1.006125 +3215.2,2036.2388,-0.015158852,1386.8613,950000.0,685.0,59375.0,,14816.0,0.0002262944,0.1,1.0083932 +3111.3,2047.4375,-0.012403594,1385.2814,960000.0,693.0,60000.0,,14976.0,0.0002260384,0.1,0.97609586 +3042.6,2057.6968,0.0022179824,1385.7142,970000.0,700.0,60625.0,,15136.0,0.0002257824,0.1,1.0114331 +2998.0,2067.2917,0.0015587043,1384.1808,980000.0,708.0,61250.0,,15296.0,0.0002255264,0.1,1.0412279 +3062.5,2077.3445,-0.0077115786,1384.6154,990000.0,715.0,61875.0,,15456.0,0.0002252704,0.1,1.0821798 +3067.0,2087.241,0.010206162,1385.0415,1000000.0,722.0,62500.0,,15616.0,0.0002250144,0.1,0.98151886 +3188.4,2111.925,0.0024291673,1385.4595,1010000.0,729.0,63125.0,,15776.0,0.0002247584,0.1,1.0512033 +3154.3,2136.281,0.0039803796,1383.9891,1020000.0,737.0,63750.0,,15936.0,0.0002245024,0.1,1.0709887 +3142.6,2160.6946,-0.016782835,1384.4086,1030000.0,744.0,64375.0,,16064.0,0.0002242976,0.1,1.0358882 +3141.7,2185.2542,0.010161935,1382.9788,1040000.0,752.0,65000.0,,16224.0,0.0002240416,0.1,1.1146127 +3149.5,2209.517,0.022294737,1383.3992,1050000.0,759.0,65625.0,,16384.0,0.0002237856,0.1,1.0508707 +3169.9,2233.8801,0.003076509,1383.812,1060000.0,766.0,66250.0,,16544.0,0.0002235296,0.1,1.0881776 +3179.4,2257.9521,-0.0032490836,1382.429,1070000.0,774.0,66875.0,,16704.0,0.0002232736,0.1,1.0547683 +3141.2,2281.3643,-0.010488402,1382.8425,1080000.0,781.0,67500.0,,16864.0,0.0002230176,0.1,0.9988189 +3104.1,2304.387,0.03272349,1381.4956,1090000.0,789.0,68125.0,,17024.0,0.0002227616,0.1,0.9975935 +3119.7,2328.044,-0.0029502076,1381.9095,1100000.0,796.0,68750.0,,17184.0,0.0002225056,0.1,1.0047671 +3109.1,2351.605,0.0090684965,1382.3163,1110000.0,803.0,69375.0,,17312.0,0.0002223008,0.1,1.0613642 +3094.1,2375.0059,-0.016397031,1384.4252,1120000.0,809.0,70000.0,,17472.0,0.0002220448,0.1,1.0181854 +3099.4,2398.522,0.012711164,1384.804,1130000.0,816.0,70625.0,,17632.0,0.0002217888,0.1,1.0327978 +3126.5,2422.127,0.0061283694,1385.1761,1140000.0,823.0,71250.0,,17792.0,0.0002215328,0.1,1.0053345 +3163.5,2446.7441,0.0068992297,1385.5421,1150000.0,830.0,71875.0,,17952.0,0.0002212768,0.1,1.0439227 +3215.2,2471.874,-0.0027247337,1384.2482,1160000.0,838.0,72500.0,,18112.0,0.0002210208,0.1,1.0732994 +3210.1,2497.185,0.000985916,1384.6154,1170000.0,845.0,73125.0,,18272.0,0.0002207648,0.1,1.1309013 +3221.3,2522.556,0.038521484,1386.604,1180000.0,851.0,73750.0,,18432.0,0.0002205088,0.1,1.0129474 +3211.1,2547.8708,0.009808434,1385.3318,1190000.0,859.0,74375.0,,18592.0,0.0002202528,0.1,1.0492941 +3217.2,2573.271,0.009143956,1385.6813,1200000.0,866.0,75000.0,,18720.0,0.000220048,0.1,1.0837426 +3220.4,2598.6592,0.0066824313,1386.0251,1210000.0,873.0,75625.0,,18880.0,0.000219792,0.1,0.9824023 +3270.9,2624.156,-0.018276492,1386.3636,1220000.0,880.0,76250.0,,19040.0,0.000219536,0.1,0.9934442 +3253.5,2648.465,-0.0069539202,1386.6968,1230000.0,887.0,76875.0,,19200.0,0.00021928,0.1,1.0407696 +3254.0,2672.185,0.0020378744,1387.0247,1240000.0,894.0,77500.0,,19360.0,0.000219024,0.1,1.0514622 +3257.8,2695.163,-0.008423459,1385.8093,1250000.0,902.0,78125.0,,19520.0,0.000218768,0.1,1.1198328 +3190.7,2717.248,0.015737122,1386.1387,1260000.0,909.0,78750.0,,19680.0,0.000218512,0.1,1.056521 +3228.9,2739.235,-0.014399719,1386.4629,1270000.0,916.0,79375.0,,19840.0,0.000218256,0.1,1.1190091 +3234.1,2761.084,-0.017499343,1388.2864,1280000.0,922.0,80000.0,,20000.0,0.000218,0.1,1.0934805 +3259.9,2783.065,0.026819471,1388.5898,1290000.0,929.0,80625.0,,20128.0,0.0002177952,0.1,1.0148034 +3283.4,2804.633,-0.0047281133,1388.8889,1300000.0,936.0,81250.0,,20288.0,0.0002175392,0.1,1.0869803 +3290.1,2825.972,-0.015635163,1389.1835,1310000.0,943.0,81875.0,,20448.0,0.0002172832,0.1,1.1622171 +3273.6,2846.768,-0.0077358615,1389.4736,1320000.0,950.0,82500.0,,20608.0,0.0002170272,0.1,1.1377021 +3242.3,2867.005,-0.003926502,1389.7596,1330000.0,957.0,83125.0,,20768.0,0.0002167712,0.1,1.1380981 +3217.2,2887.025,0.009682192,1390.0415,1340000.0,964.0,83750.0,,20928.0,0.0002165152,0.1,1.1248608 +3159.1,2906.3357,-0.011575303,1390.3192,1350000.0,971.0,84375.0,,21088.0,0.0002162592,0.1,1.1434922 +3167.7,2925.4387,0.005995212,1390.593,1360000.0,978.0,85000.0,,21248.0,0.0002160032,0.1,1.0878123 +3206.9,2944.1318,0.009342182,1390.8629,1370000.0,985.0,85625.0,,21376.0,0.0002157984,0.1,1.1126344 +3254.0,2962.252,-0.011955596,1389.7281,1380000.0,993.0,86250.0,,21536.0,0.0002155424,0.1,1.2080262 +3247.9,2979.575,0.0027098614,1391.3914,1390000.0,999.0,86875.0,,21696.0,0.0002152864,0.1,1.0435534 +3298.6,2996.931,-0.0019941078,1391.6501,1400000.0,1006.0,87500.0,,21856.0,0.0002150304,0.1,1.0496454 +3253.0,3013.6987,0.008782456,1391.9053,1410000.0,1013.0,88125.0,,22016.0,0.0002147744,0.1,1.0926132 +3289.0,3030.955,-0.0124596525,1392.1569,1420000.0,1020.0,88750.0,,22176.0,0.0002145184,0.1,1.1758021 +3418.2,3048.2388,0.006969164,1392.405,1430000.0,1027.0,89375.0,,22336.0,0.0002142624,0.1,1.1777453 +3429.7,3065.0718,0.012718171,1391.3043,1440000.0,1035.0,90000.0,,22496.0,0.0002140064,0.1,1.1096005 +3403.1,3081.1846,0.021136677,1392.8915,1450000.0,1041.0,90625.0,,22656.0,0.0002137504,0.1,1.17606 +3318.5,3095.4697,-0.0004934292,1393.1298,1460000.0,1048.0,91250.0,,22784.0,0.0002135456,0.1,1.0946453 +3354.3,3109.6973,-0.011416123,1393.3649,1470000.0,1055.0,91875.0,,22944.0,0.0002132896,0.1,1.1748984 +3330.5,3122.493,0.010677715,1393.597,1480000.0,1062.0,92500.0,,23104.0,0.0002130336,0.1,1.1288762 +3386.7,3134.1313,0.005678282,1393.826,1490000.0,1069.0,93125.0,,23264.0,0.0002127776,0.1,1.151001 +3378.0,3144.39,0.011998312,1394.052,1500000.0,1076.0,93750.0,,23424.0,0.0002125216,0.1,1.1734736 +3416.7,3154.1719,0.0050385436,1392.9889,1510000.0,1084.0,94375.0,,23584.0,0.0002122656,0.1,1.10127 +3412.1,3163.2957,0.014309412,1393.2173,1520000.0,1091.0,95000.0,,23744.0,0.0002120096,0.1,1.1924387 +3446.7,3171.472,0.004440695,1393.4426,1530000.0,1098.0,95625.0,,23904.0,0.0002117536,0.1,1.0858773 +3506.2,3179.8606,-0.010134821,1394.9275,1540000.0,1104.0,96250.0,,24032.0,0.0002115488,0.1,1.2330971 +3566.7,3187.9026,-0.0057953754,1395.1395,1550000.0,1111.0,96875.0,,24192.0,0.0002112928,0.1,1.1833577 +3623.7,3195.9116,0.023712955,1395.3489,1560000.0,1118.0,97500.0,,24352.0,0.0002110368,0.1,1.106048 +3654.7,3204.2866,0.028530538,1395.5555,1570000.0,1125.0,98125.0,,24512.0,0.0002107808,0.1,1.0877986 +3652.6,3211.9265,0.018398095,1395.7598,1580000.0,1132.0,98750.0,,24672.0,0.0002105248,0.1,1.1667609 +3647.0,3219.0527,0.010240104,1395.9614,1590000.0,1139.0,99375.0,,24832.0,0.0002102688,0.1,1.1421113 +3612.0,3225.2969,0.0075060334,1394.9434,1600000.0,1147.0,100000.0,,24992.0,0.0002100128,0.1,1.1653986 +3496.0,3229.999,0.009253434,1395.1473,1610000.0,1154.0,100625.0,,25152.0,0.0002097568,0.1,1.248863 +3513.1,3234.7378,0.007898475,1394.1481,1620000.0,1162.0,101250.0,,25312.0,0.0002095008,0.1,1.2258606 +3460.3,3238.831,0.0014100765,1394.3541,1630000.0,1169.0,101875.0,,25440.0,0.000209296,0.1,1.1507639 +3494.4,3243.0913,0.020586053,1394.5579,1640000.0,1176.0,102500.0,,25600.0,0.00020904,0.1,1.1534827 +3472.2,3247.235,0.03917594,1392.405,1650000.0,1185.0,103125.0,,25760.0,0.000208784,0.1,1.0440993 +3509.2,3251.319,0.025562325,1392.6174,1660000.0,1192.0,103750.0,,25920.0,0.000208528,0.1,1.1453798 +3484.6,3254.6497,-0.0027786607,1392.8274,1670000.0,1199.0,104375.0,,26080.0,0.000208272,0.1,1.1470348 +3533.1,3258.8818,0.0009868157,1393.0348,1680000.0,1206.0,105000.0,,26240.0,0.000208016,0.1,1.2127081 +3500.0,3261.8438,0.021234749,1393.2399,1690000.0,1213.0,105625.0,,26400.0,0.00020776,0.1,1.1762042 +3499.6,3264.9846,0.064793766,1393.4426,1700000.0,1220.0,106250.0,,26560.0,0.000207504,0.1,1.1723328 +3443.6,3268.0266,0.018634992,1394.7798,1710000.0,1226.0,106875.0,,26688.0,0.0002072992,0.1,1.220495 +3389.8,3270.51,0.0025054864,1394.9716,1720000.0,1233.0,107500.0,,26848.0,0.0002070432,0.1,1.2189145 +3502.8,3275.0671,0.032238204,1395.1613,1730000.0,1240.0,108125.0,,27008.0,0.0002067872,0.1,1.1086793 +3586.6,3280.877,0.018735787,1395.3489,1740000.0,1247.0,108750.0,,27168.0,0.0002065312,0.1,1.1117475 +3579.3,3286.8472,0.0132274395,1395.5343,1750000.0,1254.0,109375.0,,27328.0,0.0002062752,0.1,1.1224682 +3541.6,3292.462,0.008277427,1395.7177,1760000.0,1261.0,110000.0,,27488.0,0.0002060192,0.1,1.2182028 +3498.7,3296.8,-0.0027508056,1395.899,1770000.0,1268.0,110625.0,,27648.0,0.0002057632,0.1,1.1658791 +3462.2,3300.469,0.01785983,1396.0785,1780000.0,1275.0,111250.0,,27808.0,0.0002055072,0.1,1.097064 +3544.3,3304.46,0.050113138,1396.2559,1790000.0,1282.0,111875.0,,27968.0,0.0002052512,0.1,1.1131399 +3605.9,3308.614,0.003996627,1397.5155,1800000.0,1288.0,112500.0,,28096.0,0.0002050464,0.1,1.1406425 +3628.2,3313.488,0.010754525,1396.605,1810000.0,1296.0,113125.0,,28256.0,0.0002047904,0.1,1.0491853 +3575.3,3316.872,0.0041816067,1396.7766,1820000.0,1303.0,113750.0,,28416.0,0.0002045344,0.1,1.1286985 +3562.5,3320.3862,0.028722763,1396.9465,1830000.0,1310.0,114375.0,,28576.0,0.0002042784,0.1,1.1023322 +3607.1,3324.242,0.0045081717,1397.1146,1840000.0,1317.0,115000.0,,28736.0,0.0002040224,0.1,1.150063 +3648.0,3328.156,0.029333742,1397.281,1850000.0,1324.0,115625.0,,28896.0,0.0002037664,0.1,1.02319 +3537.1,3331.001,-0.0038741631,1398.4962,1860000.0,1330.0,116250.0,,29056.0,0.0002035104,0.1,1.1047618 +3571.0,3334.222,0.022478841,1398.6537,1870000.0,1337.0,116875.0,,29216.0,0.0002032544,0.1,1.1680858 +3575.6,3337.7659,0.0151121775,1398.8096,1880000.0,1344.0,117500.0,,29344.0,0.0002030496,0.1,0.98639953 +3583.8,3341.286,0.023278961,1398.9637,1890000.0,1351.0,118125.0,,29504.0,0.0002027936,0.1,1.1261328 +3635.9,3345.4563,0.028038602,1399.1163,1900000.0,1358.0,118750.0,,29664.0,0.0002025376,0.1,1.0873743 +3586.4,3349.2622,0.021077588,1399.2675,1910000.0,1365.0,119375.0,,29824.0,0.0002022816,0.1,1.0320876 +3578.0,3352.4026,0.0016752344,1399.4169,1920000.0,1372.0,120000.0,,29984.0,0.0002020256,0.1,1.1327008 +3511.7,3355.255,0.0028394223,1399.565,1930000.0,1379.0,120625.0,,30144.0,0.0002017696,0.1,0.9911227 +3546.8,3358.3,0.020387448,1397.6946,1940000.0,1388.0,121250.0,,30304.0,0.0002015136,0.1,1.019935 +3484.4,3360.9922,0.0070068273,1397.8495,1950000.0,1395.0,121875.0,,30464.0,0.0002012576,0.1,1.0610024 +3553.0,3365.4092,0.03524666,1398.0028,1960000.0,1402.0,122500.0,,30624.0,0.0002010016,0.1,1.0724344 +3543.4,3370.4172,0.01320789,1398.1547,1970000.0,1409.0,123125.0,,30752.0,0.0002007968,0.1,1.0676253 +3573.0,3376.1672,0.025007198,1398.305,1980000.0,1416.0,123750.0,,30912.0,0.0002005408,0.1,0.926726 +3674.3,3382.2854,0.0009422392,1398.454,1990000.0,1423.0,124375.0,,31072.0,0.0002002848,0.1,1.148645 +3687.9,3388.4941,0.0027265856,1398.6014,2000000.0,1430.0,125000.0,,31232.0,0.0002000288,0.1,1.0600934 +3795.6,3394.5662,0.0051807235,1398.7474,2010000.0,1437.0,125625.0,,31392.0,0.0001997728,0.1,1.0227973 +3757.3,3400.5962,-0.0012478671,1398.892,2020000.0,1444.0,126250.0,,31552.0,0.0001995168,0.1,1.1955272 +3754.6,3406.7158,0.011712767,1399.0352,2030000.0,1451.0,126875.0,,31712.0,0.0001992608,0.1,1.1484321 +3857.8,3413.877,0.0069937767,1399.177,2040000.0,1458.0,127500.0,,31872.0,0.0001990048,0.1,1.1707433 +3922.9,3421.6113,0.006622821,1400.2732,2050000.0,1464.0,128125.0,,32000.0,0.0001988,0.1,1.141835 +3993.4,3429.846,0.013246732,1400.4078,2060000.0,1471.0,128750.0,,32160.0,0.000198544,0.1,1.1633695 +4020.6,3438.258,0.014631687,1400.5413,2070000.0,1478.0,129375.0,,32320.0,0.000198288,0.1,1.1370388 +3953.3,3446.3792,0.016928501,1400.6733,2080000.0,1485.0,130000.0,,32480.0,0.000198032,0.1,1.0870445 +3909.2,3454.43,-0.013260718,1400.8043,2090000.0,1492.0,130625.0,,32640.0,0.000197776,0.1,1.0440179 +3876.7,3461.9998,0.01321057,1400.0,2100000.0,1500.0,131250.0,,32800.0,0.00019752,0.1,1.0628612 +3840.1,3469.31,-4.448084e-05,1400.1327,2110000.0,1507.0,131875.0,,32960.0,0.000197264,0.1,1.1893638 +3873.5,3477.1038,0.008509813,1400.2642,2120000.0,1514.0,132500.0,,33120.0,0.000197008,0.1,1.0724863 +3826.6,3484.376,0.018983873,1399.4744,2130000.0,1522.0,133125.0,,33280.0,0.000196752,0.1,1.0101182 +3765.8,3490.769,-0.016101513,1400.5236,2140000.0,1528.0,133750.0,,33408.0,0.0001965472,0.1,1.1391617 +3801.9,3497.153,0.0063972664,1399.7396,2150000.0,1536.0,134375.0,,33568.0,0.0001962912,0.1,1.01085 +3734.7,3502.3481,0.006100177,1399.8704,2160000.0,1543.0,135000.0,,33728.0,0.0001960352,0.1,1.0497007 +3670.3,3506.9502,0.026586078,1400.0,2170000.0,1550.0,135625.0,,33888.0,0.0001957792,0.1,1.1235421 +3721.6,3511.9531,0.010379586,1399.2297,2180000.0,1558.0,136250.0,,34048.0,0.0001955232,0.1,0.98015404 +3696.4,3516.806,0.0017135679,1399.361,2190000.0,1565.0,136875.0,,34208.0,0.0001952672,0.1,1.1123459 +3700.7,3521.6409,0.02331174,1399.4911,2200000.0,1572.0,137500.0,,34368.0,0.0001950112,0.1,1.0037373 +3707.7,3526.5137,0.018517694,1399.62,2210000.0,1579.0,138125.0,,34528.0,0.0001947552,0.1,0.97672534 +3651.2,3530.3167,0.023327218,1400.6309,2220000.0,1585.0,138750.0,,34656.0,0.0001945504,0.1,1.0163257 +3650.3,3534.2847,0.027270984,1399.8745,2230000.0,1593.0,139375.0,,34816.0,0.0001942944,0.1,1.1163342 +3778.3,3539.528,0.035858564,1400.0,2240000.0,1600.0,140000.0,,34976.0,0.0001940384,0.1,0.988484 +3858.1,3545.531,0.018871129,1399.2538,2250000.0,1608.0,140625.0,,35136.0,0.0001937824,0.1,1.0354443 +3924.5,3552.8694,0.03387836,1399.3809,2260000.0,1615.0,141250.0,,35296.0,0.0001935264,0.1,1.0120807 +3921.4,3559.794,-0.00023802667,1398.6445,2270000.0,1623.0,141875.0,,35456.0,0.0001932704,0.1,1.1070583 +3814.4,3565.5972,0.014279436,1397.9154,2280000.0,1631.0,142500.0,,35616.0,0.0001930144,0.1,1.0826056 +3797.6,3570.974,0.017718256,1398.0464,2290000.0,1638.0,143125.0,,35776.0,0.0001927584,0.1,1.0270486 +3862.1,3576.7612,0.020908915,1397.3269,2300000.0,1646.0,143750.0,,35936.0,0.0001925024,0.1,0.9745264 +3901.2,3582.8718,0.009325698,1397.4591,2310000.0,1653.0,144375.0,,36064.0,0.0001922976,0.1,1.0307542 +3900.1,3589.137,0.013953427,1396.7489,2320000.0,1661.0,145000.0,,36224.0,0.0001920416,0.1,0.99392533 +3970.1,3596.4148,0.0045730476,1396.8824,2330000.0,1668.0,145625.0,,36384.0,0.0001917856,0.1,1.0355363 +3971.1,3603.9539,0.015324344,1397.0149,2340000.0,1675.0,146250.0,,36544.0,0.0001915296,0.1,0.94067895 +3961.3,3611.9758,0.015898041,1397.1462,2350000.0,1682.0,146875.0,,36704.0,0.0001912736,0.1,0.89781487 +3999.4,3620.2935,0.0140635315,1397.2765,2360000.0,1689.0,147500.0,,36864.0,0.0001910176,0.1,0.96989787 +3954.4,3627.768,0.026678603,1397.4056,2370000.0,1696.0,148125.0,,37024.0,0.0001907616,0.1,1.0167179 +3934.4,3634.5723,0.012232218,1396.7136,2380000.0,1704.0,148750.0,,37184.0,0.0001905056,0.1,0.901963 +3892.9,3641.0222,0.0015077579,1397.6608,2390000.0,1710.0,149375.0,,37312.0,0.0001903008,0.1,1.0627401 +3862.8,3646.6643,0.02403022,1397.7869,2400000.0,1717.0,150000.0,,37472.0,0.0001900448,0.1,1.0140603 +3903.7,3653.1711,0.010315929,1397.1014,2410000.0,1725.0,150625.0,,37632.0,0.0001897888,0.1,0.9935435 +3938.1,3659.6619,-0.00043374975,1397.2286,2420000.0,1732.0,151250.0,,37792.0,0.0001895328,0.1,1.0637567 +3888.2,3664.3618,0.008734289,1397.3549,2430000.0,1739.0,151875.0,,37952.0,0.0001892768,0.1,0.947739 +3892.9,3668.9937,0.006428605,1397.48,2440000.0,1746.0,152500.0,,38112.0,0.0001890208,0.1,0.9920442 +3893.3,3673.8962,0.015225533,1397.6041,2450000.0,1753.0,153125.0,,38272.0,0.0001887648,0.1,0.9056239 +3861.5,3679.326,0.03915038,1397.7273,2460000.0,1760.0,153750.0,,38432.0,0.0001885088,0.1,0.93942565 +3895.4,3684.7375,0.0046775416,1397.8495,2470000.0,1767.0,154375.0,,38592.0,0.0001882528,0.1,0.95659775 +3933.9,3690.7712,0.022488814,1397.9707,2480000.0,1774.0,155000.0,,38720.0,0.000188048,0.1,0.9497009 +3873.0,3695.6343,0.023067065,1398.091,2490000.0,1781.0,155625.0,,38880.0,0.000187792,0.1,0.835112 +3840.9,3700.2634,0.019175405,1398.2103,2500000.0,1788.0,156250.0,,39040.0,0.000187536,0.1,1.0215157 +3765.9,3703.7554,0.008051617,1399.1082,2510000.0,1794.0,156875.0,,39200.0,0.00018728,0.1,0.9656016 +3861.8,3708.2524,-0.0018170993,1400.7782,2520000.0,1799.0,157500.0,,39360.0,0.000187024,0.1,0.91259855 +3848.4,3712.269,0.0067843776,1402.439,2530000.0,1804.0,158125.0,,39520.0,0.000186768,0.1,0.983986 +3957.1,3716.7783,0.01728842,1404.0907,2540000.0,1809.0,158750.0,,39680.0,0.000186512,0.1,1.0232369 +3943.2,3720.5432,0.0017220206,1405.7332,2550000.0,1814.0,159375.0,,39840.0,0.000186256,0.1,0.9505912 +3999.4,3724.3,0.024473177,1407.3667,2560000.0,1819.0,160000.0,,40000.0,0.000186,0.1,0.9293852 +3966.7,3727.4197,0.0020021745,1408.9912,2570000.0,1824.0,160625.0,,40128.0,0.0001857952,0.1,0.94308496 +3966.9,3730.5627,-0.004600563,1410.6069,2580000.0,1829.0,161250.0,,40288.0,0.0001855392,0.1,0.9210531 +3974.5,3733.8381,0.0027009693,1412.2137,2590000.0,1834.0,161875.0,,40448.0,0.0001852832,0.1,0.9784678 +4076.5,3738.483,-0.0076505817,1413.8119,2600000.0,1839.0,162500.0,,40608.0,0.0001850272,0.1,0.97660005 +4099.8,3744.521,0.009260872,1415.4012,2610000.0,1844.0,163125.0,,40768.0,0.0001847712,0.1,0.87422895 +4081.3,3750.2031,0.0073142285,1416.9822,2620000.0,1849.0,163750.0,,40928.0,0.0001845152,0.1,0.9964891 +3979.4,3755.394,0.011224133,1418.5544,2630000.0,1854.0,164375.0,,41088.0,0.0001842592,0.1,0.8651396 +3931.6,3759.7664,0.019141607,1420.1183,2640000.0,1859.0,165000.0,,41248.0,0.0001840032,0.1,0.750064 +3820.8,3763.2522,-0.004484064,1421.6738,2650000.0,1864.0,165625.0,,41376.0,0.0001837984,0.1,0.9847164 +3901.4,3767.174,0.0076640146,1422.4598,2660000.0,1870.0,166250.0,,41536.0,0.0001835424,0.1,0.8661508 +3929.9,3771.6272,0.0047530024,1424.0,2670000.0,1875.0,166875.0,,41696.0,0.0001832864,0.1,0.96264637 +4041.6,3776.7122,0.007866662,1425.5319,2680000.0,1880.0,167500.0,,41856.0,0.0001830304,0.1,0.901771 +4055.4,3782.2664,-0.0007129492,1427.0557,2690000.0,1885.0,168125.0,,42016.0,0.0001827744,0.1,0.9343745 +4018.6,3787.456,-0.0010356244,1428.5714,2700000.0,1890.0,168750.0,,42176.0,0.0001825184,0.1,0.88712275 +3957.1,3792.5906,0.010015389,1430.0791,2710000.0,1895.0,169375.0,,42336.0,0.0001822624,0.1,0.8492003 +3995.8,3798.651,-0.0017178813,1431.579,2720000.0,1900.0,170000.0,,42496.0,0.0001820064,0.1,0.9128611 +3971.1,3803.3337,0.0057008723,1433.0709,2730000.0,1905.0,170625.0,,42656.0,0.0001817504,0.1,0.86956155 +3943.2,3806.8997,0.013724129,1434.5549,2740000.0,1910.0,171250.0,,42784.0,0.0001815456,0.1,0.8651165 +3888.9,3809.9958,0.016860228,1435.2819,2750000.0,1916.0,171875.0,,42944.0,0.0001812896,0.1,0.8662673 +4010.3,3814.683,-0.00015503625,1436.7517,2760000.0,1921.0,172500.0,,43104.0,0.0001810336,0.1,0.9058075 +4108.1,3820.7769,0.01100633,1437.4675,2770000.0,1927.0,173125.0,,43264.0,0.0001807776,0.1,0.84082794 +4112.1,3827.276,0.011315664,1438.9233,2780000.0,1932.0,173750.0,,43424.0,0.0001805216,0.1,0.71108973 +4071.8,3832.5513,0.02110277,1440.3717,2790000.0,1937.0,174375.0,,43584.0,0.0001802656,0.1,0.7145492 +4099.5,3837.4868,-0.0015766593,1441.8126,2800000.0,1942.0,175000.0,,43744.0,0.0001800096,0.1,0.811963 +4141.1,3842.616,-0.008502318,1442.5051,2810000.0,1948.0,175625.0,,43904.0,0.0001797536,0.1,0.86567986 +4142.3,3848.2861,-0.0062141,1443.9324,2820000.0,1953.0,176250.0,,44032.0,0.0001795488,0.1,0.9337076 +4085.2,3853.5127,0.00775398,1444.6146,2830000.0,1959.0,176875.0,,44192.0,0.0001792928,0.1,0.80895674 +4071.1,3858.153,-0.0037364175,1446.0286,2840000.0,1964.0,177500.0,,44352.0,0.0001790368,0.1,0.75807106 +4025.8,3861.931,0.007307085,1447.4353,2850000.0,1969.0,178125.0,,44512.0,0.0001787808,0.1,0.8829244 +3954.4,3866.1045,0.0056439503,1448.1013,2860000.0,1975.0,178750.0,,44672.0,0.0001785248,0.1,0.78525317 +4038.9,3870.7834,0.012692444,1449.495,2870000.0,1980.0,179375.0,,44832.0,0.0001782688,0.1,0.82097656 +4094.6,3875.9734,0.018445477,1450.8816,2880000.0,1985.0,180000.0,,44992.0,0.0001780128,0.1,0.830544 +4197.5,3882.1104,0.0075898683,1451.5319,2890000.0,1991.0,180625.0,,45152.0,0.0001777568,0.1,0.7580254 +4125.0,3887.0012,0.010784071,1452.9058,2900000.0,1996.0,181250.0,,45312.0,0.0001775008,0.1,0.8291024 +4117.3,3892.3103,0.0018198022,1454.2728,2910000.0,2001.0,181875.0,,45440.0,0.000177296,0.1,0.7499157 +3993.6,3896.4663,0.004006172,1454.1832,2920000.0,2008.0,182500.0,,45600.0,0.00017704,0.1,0.851072 +4048.4,3901.833,0.025606306,1454.8163,2930000.0,2014.0,183125.0,,45760.0,0.000176784,0.1,0.7389194 +4089.2,3907.2568,-0.0068318015,1456.1664,2940000.0,2019.0,183750.0,,45920.0,0.000176528,0.1,0.82984436 +4234.9,3914.7622,0.0017026137,1456.7902,2950000.0,2025.0,184375.0,,46080.0,0.000176272,0.1,0.80193293 +4167.6,3920.9082,0.007770443,1457.4102,2960000.0,2031.0,185000.0,,46240.0,0.000176016,0.1,0.7577859 +4161.2,3927.0862,0.008508075,1458.0265,2970000.0,2037.0,185625.0,,46400.0,0.00017576,0.1,0.87536526 +4066.8,3932.0244,-0.0033950743,1458.6393,2980000.0,2043.0,186250.0,,46560.0,0.000175504,0.1,0.7704675 +4089.0,3936.1711,0.0049536983,1459.9609,2990000.0,2048.0,186875.0,,46688.0,0.0001752992,0.1,0.7903013 +4028.4,3939.576,0.013792237,1460.5647,3000000.0,2054.0,187500.0,,46848.0,0.0001750432,0.1,0.8692454 +4028.4,3941.9043,0.010161834,1461.165,3010000.0,2060.0,188125.0,,47008.0,0.0001747872,0.1,0.8755017 +3942.0,3943.7512,0.0044539003,1462.4697,3020000.0,2065.0,188750.0,,47168.0,0.0001745312,0.1,0.9142457 +3900.9,3945.2146,0.03860299,1463.0613,3030000.0,2071.0,189375.0,,47328.0,0.0001742752,0.1,0.7779638 +3905.5,3945.6912,0.007759046,1464.3545,3040000.0,2076.0,190000.0,,47488.0,0.0001740192,0.1,0.85607 +4019.1,3946.653,-0.0004440504,1465.6415,3050000.0,2081.0,190625.0,,47648.0,0.0001737632,0.1,0.7985289 +4055.3,3947.2722,0.018603178,1466.9224,3060000.0,2086.0,191250.0,,47808.0,0.0001735072,0.1,0.8785766 +4097.4,3948.04,-0.0054489197,1467.4952,3070000.0,2092.0,191875.0,,47968.0,0.0001732512,0.1,0.8909261 +4057.1,3949.0781,-0.004767823,1469.4657,3080000.0,2096.0,192500.0,,48096.0,0.0001730464,0.1,0.7817887 +4073.9,3950.7253,0.02400796,1470.0286,3090000.0,2102.0,193125.0,,48256.0,0.0001727904,0.1,0.80049515 +4056.9,3952.527,4.7583075e-05,1471.2861,3100000.0,2107.0,193750.0,,48416.0,0.0001725344,0.1,0.8252456 +4035.1,3954.4768,0.012881175,1471.841,3110000.0,2113.0,194375.0,,48576.0,0.0001722784,0.1,0.69653225 +4054.2,3956.2842,-0.004031794,1473.0878,3120000.0,2118.0,195000.0,,48736.0,0.0001720224,0.1,0.8353237 +4079.3,3958.811,0.018929416,1473.6346,3130000.0,2124.0,195625.0,,48896.0,0.0001717664,0.1,0.7946321 +4080.2,3961.9546,0.0075182486,1474.8708,3140000.0,2129.0,196250.0,,49056.0,0.0001715104,0.1,0.7106254 +4085.3,3964.7888,0.0056302724,1476.1012,3150000.0,2134.0,196875.0,,49216.0,0.0001712544,0.1,0.78783107 +4044.5,3967.887,-0.0067837904,1477.3258,3160000.0,2139.0,197500.0,,49344.0,0.0001710496,0.1,0.87693495 +4152.2,3972.7056,-0.0009986705,1478.5448,3170000.0,2144.0,198125.0,,49504.0,0.0001707936,0.1,0.83222187 +4111.6,3976.606,0.0077439076,1479.758,3180000.0,2149.0,198750.0,,49664.0,0.0001705376,0.1,0.68986577 +4145.2,3981.0935,-0.0010941897,1480.9657,3190000.0,2154.0,199375.0,,49824.0,0.0001702816,0.1,0.71878016 +4103.7,3985.1235,0.0022570086,1482.1677,3200000.0,2159.0,200000.0,,49984.0,0.0001700256,0.1,0.8055155 +4159.0,3989.6365,0.01083169,1482.679,3210000.0,2165.0,200625.0,,50144.0,0.0001697696,0.1,0.753025 +4153.8,3994.663,-0.0040108985,1483.871,3220000.0,2170.0,201250.0,,50304.0,0.0001695136,0.1,0.8472212 +4226.7,4000.4268,-0.00059663004,1485.0575,3230000.0,2175.0,201875.0,,50464.0,0.0001692576,0.1,0.7932917 +4239.5,4005.039,0.013453446,1486.2385,3240000.0,2180.0,202500.0,,50624.0,0.0001690016,0.1,0.8138515 +4213.7,4008.595,-0.00092215993,1487.4142,3250000.0,2185.0,203125.0,,50752.0,0.0001687968,0.1,0.82493794 +4130.7,4010.657,0.0065250937,1487.2263,3260000.0,2192.0,203750.0,,50912.0,0.0001685408,0.1,0.75793123 +4039.1,4011.8335,0.014228757,1487.7161,3270000.0,2198.0,204375.0,,51072.0,0.0001682848,0.1,0.87283534 +4069.6,4014.3857,0.0111646615,1488.8788,3280000.0,2203.0,205000.0,,51232.0,0.0001680288,0.1,0.8259218 +4039.9,4016.8088,0.010769991,1489.3617,3290000.0,2209.0,205625.0,,51392.0,0.0001677728,0.1,0.9254181 +4109.9,4019.2869,-0.0033423742,1490.5149,3300000.0,2214.0,206250.0,,51552.0,0.0001675168,0.1,0.82016295 +4187.9,4022.154,0.011767515,1490.991,3310000.0,2220.0,206875.0,,51712.0,0.0001672608,0.1,0.7548331 +4132.6,4024.479,0.005263038,1492.1349,3320000.0,2225.0,207500.0,,51872.0,0.0001670048,0.1,0.85527945 +4116.0,4025.9382,-0.006882434,1493.2736,3330000.0,2230.0,208125.0,,52000.0,0.0001668,0.1,0.83320546 +4100.1,4027.2278,0.003170119,1493.7388,3340000.0,2236.0,208750.0,,52160.0,0.000166544,0.1,0.8706 +4136.6,4028.981,0.008417122,1494.2017,3350000.0,2242.0,209375.0,,52320.0,0.000166288,0.1,0.845609 +4140.6,4030.3928,0.008989024,1494.6619,3360000.0,2248.0,210000.0,,52480.0,0.000166032,0.1,0.6894215 +4151.9,4032.3682,-0.003718025,1495.1198,3370000.0,2254.0,210625.0,,52640.0,0.000165776,0.1,0.82182145 +4159.6,4034.62,-0.0061889756,1496.2373,3380000.0,2259.0,211250.0,,52800.0,0.00016552,0.1,0.8302871 +4116.7,4036.858,-0.0023346941,1496.6887,3390000.0,2265.0,211875.0,,52960.0,0.000165264,0.1,0.8614819 +4094.5,4039.175,-0.00277611,1497.1378,3400000.0,2271.0,212500.0,,53120.0,0.000165008,0.1,0.81744397 +4103.4,4041.1719,0.0040550227,1497.5846,3410000.0,2277.0,213125.0,,53280.0,0.000164752,0.1,0.7929672 +4047.4,4042.265,0.0021872125,1498.6853,3420000.0,2282.0,213750.0,,53408.0,0.0001645472,0.1,0.945726 +4116.2,4044.545,0.0032610302,1499.7814,3430000.0,2287.0,214375.0,,53568.0,0.0001642912,0.1,0.8013253 +4138.4,4047.0,-0.003293946,1500.218,3440000.0,2293.0,215000.0,,53728.0,0.0001640352,0.1,0.7829329 +4257.1,4050.6377,0.012847671,1501.3055,3450000.0,2298.0,215625.0,,53888.0,0.0001637792,0.1,0.74243724 +4196.9,4053.992,0.013742932,1502.3882,3460000.0,2303.0,216250.0,,54048.0,0.0001635232,0.1,0.8747134 +4170.5,4056.743,-0.0018445286,1503.4662,3470000.0,2308.0,216875.0,,54208.0,0.0001632672,0.1,0.7616992 +4180.5,4059.209,-0.0059632296,1504.5396,3480000.0,2313.0,217500.0,,54368.0,0.0001630112,0.1,0.7882738 +4252.9,4063.008,0.00334748,1505.6083,3490000.0,2318.0,218125.0,,54528.0,0.0001627552,0.1,0.754977 +4233.5,4066.934,0.0041720644,1506.6724,3500000.0,2323.0,218750.0,,54656.0,0.0001625504,0.1,0.76058275 +4257.5,4071.85,0.003564894,1507.7319,3510000.0,2328.0,219375.0,,54816.0,0.0001622944,0.1,0.8431755 +4159.9,4074.8313,0.012907085,1508.787,3520000.0,2333.0,220000.0,,54976.0,0.0001620384,0.1,0.8390386 +4180.5,4078.152,0.007236907,1509.192,3530000.0,2339.0,220625.0,,55136.0,0.0001617824,0.1,0.74459577 +4113.6,4079.7168,0.015084949,1510.2389,3540000.0,2344.0,221250.0,,55296.0,0.0001615264,0.1,0.86522365 +4120.7,4081.492,-0.013728839,1511.2814,3550000.0,2349.0,221875.0,,55456.0,0.0001612704,0.1,0.9296731 +4113.6,4082.6338,-0.00090026413,1512.3195,3560000.0,2354.0,222500.0,,55616.0,0.0001610144,0.1,0.84105396 +4157.8,4084.545,0.0040926402,1513.3531,3570000.0,2359.0,223125.0,,55776.0,0.0001607584,0.1,0.87358606 +4182.9,4086.705,-0.0060778446,1514.3824,3580000.0,2364.0,223750.0,,55936.0,0.0001605024,0.1,0.90160394 +4137.6,4088.336,-0.0050076107,1515.4073,3590000.0,2369.0,224375.0,,56064.0,0.0001602976,0.1,0.84227175 +4164.9,4089.2202,0.005353032,1516.428,3600000.0,2374.0,225000.0,,56224.0,0.0001600416,0.1,0.8108262 +4194.3,4090.1653,0.0066729942,1516.8068,3610000.0,2380.0,225625.0,,56384.0,0.0001597856,0.1,0.8506627 +4206.3,4091.415,-0.0013015526,1517.8197,3620000.0,2385.0,226250.0,,56544.0,0.0001595296,0.1,0.7803228 +4206.4,4093.6853,-0.0053334734,1518.8285,3630000.0,2390.0,226875.0,,56704.0,0.0001592736,0.1,0.8104501 +4223.7,4096.606,-0.0060037593,1519.833,3640000.0,2395.0,227500.0,,56864.0,0.0001590176,0.1,0.75541925 +4285.9,4101.257,-0.00015844149,1520.8334,3650000.0,2400.0,228125.0,,57024.0,0.0001587616,0.1,0.7935551 +4278.5,4105.028,-0.008228484,1521.8295,3660000.0,2405.0,228750.0,,57184.0,0.0001585056,0.1,0.8191224 +4260.0,4108.3286,-0.001433052,1522.8215,3670000.0,2410.0,229375.0,,57312.0,0.0001583008,0.1,0.8800833 +4288.0,4110.793,0.0062578814,1523.8096,3680000.0,2415.0,230000.0,,57472.0,0.0001580448,0.1,0.71611106 +4258.9,4112.8276,0.004022155,1524.7933,3690000.0,2420.0,230625.0,,57632.0,0.0001577888,0.1,0.84532565 +4219.2,4114.834,-0.0013920276,1525.1443,3700000.0,2426.0,231250.0,,57792.0,0.0001575328,0.1,0.7413639 +4167.0,4116.9326,0.0048193885,1526.121,3710000.0,2431.0,231875.0,,57952.0,0.0001572768,0.1,0.76595336 +4217.4,4119.149,-0.0012037968,1527.0936,3720000.0,2436.0,232500.0,,58112.0,0.0001570208,0.1,0.9258691 +4172.3,4121.161,-0.013700398,1528.0623,3730000.0,2441.0,233125.0,,58272.0,0.0001567648,0.1,0.8423168 +4215.6,4123.885,-0.0002580326,1528.4021,3740000.0,2447.0,233750.0,,58432.0,0.0001565088,0.1,0.7579666 +4135.5,4126.351,0.009177877,1529.3638,3750000.0,2452.0,234375.0,,58592.0,0.0001562528,0.1,0.80451643 +4170.6,4127.9536,0.014882705,1530.3215,3760000.0,2457.0,235000.0,,58720.0,0.000156048,0.1,0.77571654 +4125.8,4128.131,-0.009547352,1530.6537,3770000.0,2463.0,235625.0,,58880.0,0.000155792,0.1,0.91073394 +4139.2,4128.402,-0.001186958,1530.9843,3780000.0,2469.0,236250.0,,59040.0,0.000155536,0.1,0.8553121 +4123.9,4128.9233,-0.0084122,1531.9321,3790000.0,2474.0,236875.0,,59200.0,0.00015528,0.1,0.84852195 +4190.6,4129.834,-0.004442856,1532.258,3800000.0,2480.0,237500.0,,59360.0,0.000155024,0.1,0.80701303 +4227.0,4130.693,-0.00417462,1533.1992,3810000.0,2485.0,238125.0,,59520.0,0.000154768,0.1,0.812482 +4238.7,4131.6567,0.0008375376,1534.1366,3820000.0,2490.0,238750.0,,59680.0,0.000154512,0.1,0.8231003 +4194.2,4132.7466,0.008336295,1535.0702,3830000.0,2495.0,239375.0,,59840.0,0.000154256,0.1,0.85020787 +4136.9,4133.405,-0.0019727591,1536.0,3840000.0,2500.0,240000.0,,60000.0,0.000154,0.1,0.8307557 +4116.6,4134.313,-0.0031490955,1536.9261,3850000.0,2505.0,240625.0,,60128.0,0.0001537952,0.1,0.77973527 +4093.3,4135.7017,-0.0018618719,1537.8486,3860000.0,2510.0,241250.0,,60288.0,0.0001535392,0.1,0.7985028 +4152.4,4136.8374,0.0062294193,1538.1558,3870000.0,2516.0,241875.0,,60448.0,0.0001532832,0.1,0.72792774 +4178.2,4137.6733,0.0063206614,1539.0718,3880000.0,2521.0,242500.0,,60608.0,0.0001530272,0.1,0.79506624 +4255.1,4138.249,-0.004244424,1539.9841,3890000.0,2526.0,243125.0,,60768.0,0.0001527712,0.1,0.7021997 +4265.4,4139.653,-0.009549618,1540.893,3900000.0,2531.0,243750.0,,60928.0,0.0001525152,0.1,0.8434746 +4242.7,4140.9067,-0.004325902,1541.7981,3910000.0,2536.0,244375.0,,61088.0,0.0001522592,0.1,0.7478763 +4177.4,4142.7446,0.0015815994,1542.6997,3920000.0,2541.0,245000.0,,61248.0,0.0001520032,0.1,0.8185017 +4229.3,4144.554,-0.0070453957,1543.5978,3930000.0,2546.0,245625.0,,61376.0,0.0001517984,0.1,0.7407737 +4214.3,4145.805,-0.0041095414,1543.8872,3940000.0,2552.0,246250.0,,61536.0,0.0001515424,0.1,0.7874888 +4236.3,4145.82,0.0033889809,1544.779,3950000.0,2557.0,246875.0,,61696.0,0.0001512864,0.1,0.9348606 +4165.1,4145.794,-0.0040283254,1545.6675,3960000.0,2562.0,247500.0,,61856.0,0.0001510304,0.1,0.7212887 +4215.8,4146.3403,-0.0063052587,1546.5524,3970000.0,2567.0,248125.0,,62016.0,0.0001507744,0.1,0.8409846 +4189.9,4147.5713,-0.0016518423,1546.8325,3980000.0,2573.0,248750.0,,62176.0,0.0001505184,0.1,0.86394787 +4189.2,4148.573,-0.006536827,1547.7114,3990000.0,2578.0,249375.0,,62336.0,0.0001502624,0.1,0.8244642 +4134.4,4149.6333,-0.0052480414,1548.5869,4000000.0,2583.0,250000.0,,62496.0,0.0001500064,0.1,0.8115494 +4142.9,4150.7783,0.0008717545,1549.459,4010000.0,2588.0,250625.0,,62656.0,0.0001497504,0.1,0.7375833 +4228.1,4153.639,-0.0049090805,1550.3278,4020000.0,2593.0,251250.0,,62784.0,0.0001495456,0.1,0.7752237 +4122.3,4155.8535,0.008004779,1551.1932,4030000.0,2598.0,251875.0,,62944.0,0.0001492896,0.1,0.8019309 +4119.9,4157.997,0.005639309,1551.4594,4040000.0,2604.0,252500.0,,63104.0,0.0001490336,0.1,0.8766851 +4081.9,4158.625,-0.0033705067,1552.3188,4050000.0,2609.0,253125.0,,63264.0,0.0001487776,0.1,0.769639 +4121.1,4159.283,-0.0040729544,1552.5813,4060000.0,2615.0,253750.0,,63424.0,0.0001485216,0.1,0.79408586 +4133.3,4159.642,-0.002964471,1553.435,4070000.0,2620.0,254375.0,,63584.0,0.0001482656,0.1,0.8386772 +4179.1,4160.8623,0.01307044,1553.6938,4080000.0,2626.0,255000.0,,63744.0,0.0001480096,0.1,0.8133207 +4261.1,4162.734,-0.0021971497,1554.542,4090000.0,2631.0,255625.0,,63904.0,0.0001477536,0.1,0.8533445 +4337.6,4165.541,-0.0057836166,1555.387,4100000.0,2636.0,256250.0,,64032.0,0.0001475488,0.1,0.81942797 +4248.3,4167.673,-0.0061619137,1555.6396,4110000.0,2642.0,256875.0,,64192.0,0.0001472928,0.1,0.8611736 +4220.5,4169.3364,0.0031763497,1555.8912,4120000.0,2648.0,257500.0,,64352.0,0.0001470368,0.1,0.7941086 +4203.7,4170.5796,0.011628298,1556.1417,4130000.0,2654.0,258125.0,,64512.0,0.0001467808,0.1,0.73225147 +4260.1,4172.379,-0.0019431367,1556.9763,4140000.0,2659.0,258750.0,,64672.0,0.0001465248,0.1,0.6931206 +4235.8,4173.8843,-0.0027017216,1557.2233,4150000.0,2665.0,259375.0,,64832.0,0.0001462688,0.1,0.6642226 +4135.6,4174.795,-0.011953752,1558.0525,4160000.0,2670.0,260000.0,,64992.0,0.0001460128,0.1,0.79023707 +4146.5,4174.7383,-0.0027331105,1558.296,4170000.0,2676.0,260625.0,,65152.0,0.0001457568,0.1,0.7227236 +4253.1,4176.1533,-0.011798016,1558.5385,4180000.0,2682.0,261250.0,,65312.0,0.0001455008,0.1,0.81828785 +4226.0,4176.9604,-0.0068555903,1559.3599,4190000.0,2687.0,261875.0,,65440.0,0.000145296,0.1,0.83125526 +4188.8,4177.812,0.0036051301,1560.1783,4200000.0,2692.0,262500.0,,65600.0,0.00014504,0.1,0.80963385 +4153.9,4177.761,-0.0077985562,1560.4152,4210000.0,2698.0,263125.0,,65760.0,0.000144784,0.1,0.75792944 +4150.9,4177.7324,-0.012363415,1561.2283,4220000.0,2703.0,263750.0,,65920.0,0.000144528,0.1,0.7171016 +4184.0,4177.305,-0.0038671144,1562.0385,4230000.0,2708.0,264375.0,,66080.0,0.000144272,0.1,0.67729384 +4150.5,4176.415,-0.006856417,1562.8456,4240000.0,2713.0,265000.0,,66240.0,0.000144016,0.1,0.8080987 +4200.4,4176.282,-0.007872451,1563.0747,4250000.0,2719.0,265625.0,,66400.0,0.00014376,0.1,0.7017997 +4194.6,4176.921,-0.003608006,1563.8767,4260000.0,2724.0,266250.0,,66560.0,0.000143504,0.1,0.85663694 +4228.3,4178.813,-0.011057945,1564.6757,4270000.0,2729.0,266875.0,,66688.0,0.0001432992,0.1,0.94301313 +4215.1,4180.268,-0.0063013267,1564.8994,4280000.0,2735.0,267500.0,,66848.0,0.0001430432,0.1,0.6929172 +4212.1,4181.9897,-0.0037698087,1565.6935,4290000.0,2740.0,268125.0,,67008.0,0.0001427872,0.1,0.7934178 +4163.1,4182.522,0.02604444,1565.9141,4300000.0,2746.0,268750.0,,67168.0,0.0001425312,0.1,0.83900166 +4156.0,4182.2026,-0.011227954,1566.703,4310000.0,2751.0,269375.0,,67328.0,0.0001422752,0.1,0.8296586 +4152.8,4182.405,-0.010313846,1566.9205,4320000.0,2757.0,270000.0,,67488.0,0.0001420192,0.1,0.7566812 +4132.2,4182.5674,0.011190663,1567.7046,4330000.0,2762.0,270625.0,,67648.0,0.0001417632,0.1,0.85878277 +4213.5,4183.701,-0.005039067,1567.9191,4340000.0,2768.0,271250.0,,67808.0,0.0001415072,0.1,0.7793012 +4223.3,4184.5684,0.00032985432,1568.6981,4350000.0,2773.0,271875.0,,67968.0,0.0001412512,0.1,0.77417433 +4283.7,4185.999,0.0029976151,1568.9097,4360000.0,2779.0,272500.0,,68096.0,0.0001410464,0.1,0.83714455 +4271.4,4187.194,-0.0076566245,1569.1202,4370000.0,2785.0,273125.0,,68256.0,0.0001407904,0.1,0.78928095 +4232.2,4187.92,0.009034625,1569.33,4380000.0,2791.0,273750.0,,68416.0,0.0001405344,0.1,0.7191655 +4261.0,4189.363,-0.0071077114,1569.5388,4390000.0,2797.0,274375.0,,68576.0,0.0001402784,0.1,0.8545446 +4235.9,4190.777,0.0062790117,1570.3069,4400000.0,2802.0,275000.0,,68736.0,0.0001400224,0.1,0.82649505 +4228.4,4192.027,-6.042738e-05,1571.0723,4410000.0,2807.0,275625.0,,68896.0,0.0001397664,0.1,0.63066864 +4203.6,4193.589,-0.010168318,1571.2762,4420000.0,2813.0,276250.0,,69056.0,0.0001395104,0.1,0.86332726 +4166.9,4194.096,-0.001203969,1571.4792,4430000.0,2819.0,276875.0,,69216.0,0.0001392544,0.1,0.6877955 +4224.8,4194.9604,-0.0039802413,1572.2379,4440000.0,2824.0,277500.0,,69344.0,0.0001390496,0.1,0.74046785 +4224.8,4194.637,-0.0055695223,1572.994,4450000.0,2829.0,278125.0,,69504.0,0.0001387936,0.1,0.67419285 +4165.8,4194.326,-0.009550116,1573.1923,4460000.0,2835.0,278750.0,,69664.0,0.0001385376,0.1,0.73921996 +4146.5,4194.0864,-0.004855848,1573.3896,4470000.0,2841.0,279375.0,,69824.0,0.0001382816,0.1,0.77603686 +4198.3,4194.264,-0.0031186102,1574.1392,4480000.0,2846.0,280000.0,,69984.0,0.0001380256,0.1,0.71833825 +4171.2,4193.4473,0.0065205377,1574.3337,4490000.0,2852.0,280625.0,,70144.0,0.0001377696,0.1,0.78001094 +4190.6,4193.0176,-0.004410491,1575.0787,4500000.0,2857.0,281250.0,,70304.0,0.0001375136,0.1,0.74279475 +4206.7,4192.51,-0.0037472374,1575.821,4510000.0,2862.0,281875.0,,70464.0,0.0001372576,0.1,0.69895804 +4195.0,4192.861,-0.0058262367,1576.5609,4520000.0,2867.0,282500.0,,70624.0,0.0001370016,0.1,0.74324286 +4167.3,4192.729,0.00014313683,1577.2981,4530000.0,2872.0,283125.0,,70752.0,0.0001367968,0.1,0.79998314 +4141.3,4193.0063,0.0041537876,1578.0327,4540000.0,2877.0,283750.0,,70912.0,0.0001365408,0.1,0.6962348 +4129.1,4193.0903,0.004315383,1578.2172,4550000.0,2883.0,284375.0,,71072.0,0.0001362848,0.1,0.6271932 +4190.6,4193.86,-0.008841472,1578.9474,4560000.0,2888.0,285000.0,,71232.0,0.0001360288,0.1,0.6937976 +4268.6,4194.968,0.0033708632,1579.675,4570000.0,2893.0,285625.0,,71392.0,0.0001357728,0.1,0.6641376 +4282.5,4195.964,-0.007770456,1580.4003,4580000.0,2898.0,286250.0,,71552.0,0.0001355168,0.1,0.6961192 +4248.3,4197.0713,-0.0064707296,1580.5785,4590000.0,2904.0,286875.0,,71712.0,0.0001352608,0.1,0.7374649 +4204.1,4197.463,-0.005038851,1580.756,4600000.0,2910.0,287500.0,,71872.0,0.0001350048,0.1,0.70231926 +4243.5,4197.955,0.003718091,1581.4751,4610000.0,2915.0,288125.0,,72000.0,0.0001348,0.1,0.70387626 +4266.7,4198.559,0.021669406,1581.6501,4620000.0,2921.0,288750.0,,72160.0,0.000134544,0.1,0.6598488 +4251.0,4199.005,0.016174246,1582.365,4630000.0,2926.0,289375.0,,72320.0,0.000134288,0.1,0.6992135 +4259.0,4199.358,0.0044624694,1582.5375,4640000.0,2932.0,290000.0,,72480.0,0.000134032,0.1,0.8283553 +4273.2,4199.231,0.006104323,1582.7094,4650000.0,2938.0,290625.0,,72640.0,0.000133776,0.1,0.70628726 +4280.9,4199.255,-0.0063212453,1582.8805,4660000.0,2944.0,291250.0,,72800.0,0.00013352,0.1,0.7274684 +4275.4,4199.409,0.0020984055,1583.0509,4670000.0,2950.0,291875.0,,72960.0,0.000133264,0.1,0.5950371 +4157.2,4198.101,0.0032793873,1583.7563,4680000.0,2955.0,292500.0,,73120.0,0.000133008,0.1,0.7357175 +4232.9,4197.8413,-0.0043411828,1583.9243,4690000.0,2961.0,293125.0,,73280.0,0.000132752,0.1,0.8132403 +4192.5,4197.574,0.006221227,1585.1602,4700000.0,2965.0,293750.0,,73408.0,0.0001325472,0.1,0.7760587 +4263.7,4198.541,-0.008038345,1585.8586,4710000.0,2970.0,294375.0,,73568.0,0.0001322912,0.1,0.768144 +4186.2,4198.2285,-0.0007070378,1586.5546,4720000.0,2975.0,295000.0,,73728.0,0.0001320352,0.1,0.7351545 +4160.9,4198.115,0.0012153771,1587.2483,4730000.0,2980.0,295625.0,,73888.0,0.0001317792,0.1,0.7077903 +4213.1,4198.09,-0.008536237,1587.408,4740000.0,2986.0,296250.0,,74048.0,0.0001315232,0.1,0.69340956 +4272.6,4199.461,-0.0004333674,1588.0977,4750000.0,2991.0,296875.0,,74208.0,0.0001312672,0.1,0.74241453 +4292.6,4200.6807,-0.0001715438,1588.785,4760000.0,2996.0,297500.0,,74368.0,0.0001310112,0.1,0.78422654 +4260.9,4202.0317,0.0045687263,1589.4702,4770000.0,3001.0,298125.0,,74528.0,0.0001307552,0.1,0.67918277 +4211.2,4202.7515,-0.00027854915,1590.1531,4780000.0,3006.0,298750.0,,74656.0,0.0001305504,0.1,0.70782554 +4243.1,4203.944,-0.00053003966,1590.3054,4790000.0,3012.0,299375.0,,74816.0,0.0001302944,0.1,0.7348567 +4233.1,4204.3687,0.0059121647,1590.9844,4800000.0,3017.0,300000.0,,74976.0,0.0001300384,0.1,0.6403119 +4254.7,4204.6455,-0.009036613,1591.6611,4810000.0,3022.0,300625.0,,75136.0,0.0001297824,0.1,0.72365975 +4285.0,4205.109,-0.0014465199,1591.8098,4820000.0,3028.0,301250.0,,75296.0,0.0001295264,0.1,0.6284505 +4387.5,4207.042,0.0016189527,1592.4827,4830000.0,3033.0,301875.0,,75456.0,0.0001292704,0.1,0.6867841 +4268.4,4208.3574,-7.6012424e-05,1593.1534,4840000.0,3038.0,302500.0,,75616.0,0.0001290144,0.1,0.7632349 +4227.9,4209.47,-0.0045439517,1594.3458,4850000.0,3042.0,303125.0,,75776.0,0.0001287584,0.1,0.7818986 +4224.0,4210.777,-0.0069956924,1595.0115,4860000.0,3047.0,303750.0,,75936.0,0.0001285024,0.1,0.784432 +4254.2,4211.795,-0.0070393356,1595.6749,4870000.0,3052.0,304375.0,,76064.0,0.0001282976,0.1,0.8055757 +4299.3,4213.0063,-0.008127329,1596.3363,4880000.0,3057.0,305000.0,,76224.0,0.0001280416,0.1,0.6669373 +4316.0,4213.615,-0.00025704806,1596.474,4890000.0,3063.0,305625.0,,76384.0,0.0001277856,0.1,0.69296914 +4327.3,4214.234,-0.003710488,1597.1317,4900000.0,3068.0,306250.0,,76544.0,0.0001275296,0.1,0.7510471 +4253.1,4214.338,0.012554624,1597.7872,4910000.0,3073.0,306875.0,,76704.0,0.0001272736,0.1,0.6913738 +4229.5,4214.859,-0.0069024116,1598.4406,4920000.0,3078.0,307500.0,,76864.0,0.0001270176,0.1,0.75155336 +4198.6,4214.552,-0.006658452,1599.0918,4930000.0,3083.0,308125.0,,77024.0,0.0001267616,0.1,0.67633134 +4165.5,4214.064,-0.0028720987,1599.223,4940000.0,3089.0,308750.0,,77184.0,0.0001265056,0.1,0.65915763 +4187.5,4213.576,-0.0033060366,1599.8707,4950000.0,3094.0,309375.0,,77312.0,0.0001263008,0.1,0.77625334 +4247.7,4214.402,-0.00466542,1600.5162,4960000.0,3099.0,310000.0,,77472.0,0.0001260448,0.1,0.7924731 +4210.9,4214.353,-0.0065364344,1600.6442,4970000.0,3105.0,310625.0,,77632.0,0.0001257888,0.1,0.71417326 +4244.0,4214.894,-0.008627774,1600.7715,4980000.0,3111.0,311250.0,,77792.0,0.0001255328,0.1,0.64174 +4221.3,4215.2153,-0.0028298907,1601.4121,4990000.0,3116.0,311875.0,,77952.0,0.0001252768,0.1,0.6695634 +4231.0,4216.181,-0.0029104003,1602.0507,5000000.0,3121.0,312500.0,,78112.0,0.0001250208,0.1,0.7414063 +4214.1,4216.8926,0.0013506473,1602.1746,5010000.0,3127.0,313125.0,,78272.0,0.0001247648,0.1,0.69876146 +4233.7,4216.9487,-0.0015802878,1602.8097,5020000.0,3132.0,313750.0,,78432.0,0.0001245088,0.1,0.79457957 +4214.7,4217.8726,0.014537314,1603.4427,5030000.0,3137.0,314375.0,,78592.0,0.0001242528,0.1,0.6607412 +4252.7,4219.2007,-0.0032499582,1604.5845,5040000.0,3141.0,315000.0,,78720.0,0.000124048,0.1,0.70894736 +4241.9,4220.8003,-0.007144292,1605.213,5050000.0,3146.0,315625.0,,78880.0,0.000123792,0.1,0.72953117 +4193.5,4221.525,-0.0001823009,1605.33,5060000.0,3152.0,316250.0,,79040.0,0.000123536,0.1,0.60908186 +4103.6,4221.228,-0.009851917,1605.9551,5070000.0,3157.0,316875.0,,79200.0,0.00012328,0.1,0.7786381 +4098.2,4220.419,-0.0033940552,1606.5781,5080000.0,3162.0,317500.0,,79360.0,0.000123024,0.1,0.7099544 +4079.5,4218.603,-0.010491671,1607.1992,5090000.0,3167.0,318125.0,,79520.0,0.000122768,0.1,0.82931983 +4110.0,4216.3267,-0.0016240946,1607.8184,5100000.0,3172.0,318750.0,,79680.0,0.000122512,0.1,0.6692805 +4130.5,4215.149,0.0011118021,1608.4357,5110000.0,3177.0,319375.0,,79840.0,0.000122256,0.1,0.8110063 +4122.2,4214.1655,-0.0010374498,1609.0509,5120000.0,3182.0,320000.0,,80000.0,0.000122,0.1,0.72943425 +4203.5,4214.1636,-0.006156441,1609.6643,5130000.0,3187.0,320625.0,,80128.0,0.0001217952,0.1,0.6696845 +4166.5,4213.228,-0.0072710565,1610.2756,5140000.0,3192.0,321250.0,,80288.0,0.0001215392,0.1,0.7307439 +4133.3,4212.203,0.006394608,1610.3815,5150000.0,3198.0,321875.0,,80448.0,0.0001212832,0.1,0.6781322 +4161.2,4212.459,0.00105872,1610.9897,5160000.0,3203.0,322500.0,,80608.0,0.0001210272,0.1,0.6896552 +4174.1,4212.735,-0.0010057483,1611.0938,5170000.0,3209.0,323125.0,,80768.0,0.0001207712,0.1,0.72813684 +4140.0,4211.604,-0.0058048097,1611.6989,5180000.0,3214.0,323750.0,,80928.0,0.0001205152,0.1,0.69463766 +4191.2,4211.256,-0.009358092,1612.302,5190000.0,3219.0,324375.0,,81088.0,0.0001202592,0.1,0.74353755 +4226.1,4211.629,-0.004072902,1612.9032,5200000.0,3224.0,325000.0,,81248.0,0.0001200032,0.1,0.7539784 +4223.1,4212.321,-0.008543015,1613.5027,5210000.0,3229.0,325625.0,,81376.0,0.0001197984,0.1,0.72417194 +4212.7,4212.939,-0.006711587,1614.1002,5220000.0,3234.0,326250.0,,81536.0,0.0001195424,0.1,0.6765743 +4214.4,4213.2427,-0.005249895,1614.6959,5230000.0,3239.0,326875.0,,81696.0,0.0001192864,0.1,0.8390597 +4180.1,4213.539,0.00045146275,1614.792,5240000.0,3245.0,327500.0,,81856.0,0.0001190304,0.1,0.7111947 +4103.2,4212.567,-0.0011957441,1615.3846,5250000.0,3250.0,328125.0,,82016.0,0.0001187744,0.1,0.735062 +4117.4,4211.795,-0.003719339,1615.9755,5260000.0,3255.0,328750.0,,82176.0,0.0001185184,0.1,0.7625763 +4136.5,4210.877,-0.0064287875,1616.5645,5270000.0,3260.0,329375.0,,82336.0,0.0001182624,0.1,0.7601036 +4151.9,4210.245,-0.010058716,1617.1516,5280000.0,3265.0,330000.0,,82496.0,0.0001180064,0.1,0.7366488 +4156.1,4209.685,-0.0019389906,1617.2424,5290000.0,3271.0,330625.0,,82656.0,0.0001177504,0.1,0.6799585 +4146.5,4209.5186,-0.010208466,1617.8267,5300000.0,3276.0,331250.0,,82784.0,0.0001175456,0.1,0.68027246 +4170.7,4209.6655,0.00089547335,1617.9159,5310000.0,3282.0,331875.0,,82944.0,0.0001172896,0.1,0.6855148 +4158.8,4209.726,-0.005839601,1618.4971,5320000.0,3287.0,332500.0,,83104.0,0.0001170336,0.1,0.72123444 +4159.3,4209.997,0.0009753234,1618.5848,5330000.0,3293.0,333125.0,,83264.0,0.0001167776,0.1,0.7371932 +4205.5,4209.917,-0.005203983,1619.1631,5340000.0,3298.0,333750.0,,83424.0,0.0001165216,0.1,0.77653575 +4210.6,4209.7905,0.003988073,1619.7396,5350000.0,3303.0,334375.0,,83584.0,0.0001162656,0.1,0.63653773 +4096.6,4207.919,0.0008299838,1620.3143,5360000.0,3308.0,335000.0,,83744.0,0.0001160096,0.1,0.65226054 +4171.4,4206.919,-0.00628868,1620.3983,5370000.0,3314.0,335625.0,,83904.0,0.0001157536,0.1,0.6480645 +4192.0,4206.517,-0.007228969,1620.9702,5380000.0,3319.0,336250.0,,84032.0,0.0001155488,0.1,0.68347216 +4225.5,4206.162,-0.0027641407,1621.5403,5390000.0,3324.0,336875.0,,84192.0,0.0001152928,0.1,0.7221351 +4201.4,4205.8174,-0.010519786,1622.1088,5400000.0,3329.0,337500.0,,84352.0,0.0001150368,0.1,0.67445153 +4174.8,4205.2812,-0.0030159308,1622.189,5410000.0,3335.0,338125.0,,84512.0,0.0001147808,0.1,0.65375584 +4159.9,4204.844,-0.0038820077,1622.7545,5420000.0,3340.0,338750.0,,84672.0,0.0001145248,0.1,0.7190094 +4104.9,4204.2246,-0.0035180391,1623.3184,5430000.0,3345.0,339375.0,,84832.0,0.0001142688,0.1,0.7506136 +4112.7,4203.103,-0.0028122412,1623.8806,5440000.0,3350.0,340000.0,,84992.0,0.0001140128,0.1,0.55573356 +4116.7,4202.022,-0.0022040769,1624.4412,5450000.0,3355.0,340625.0,,85152.0,0.0001137568,0.1,0.7691662 +4189.8,4202.2617,-0.005294787,1625.0,5460000.0,3360.0,341250.0,,85312.0,0.0001135008,0.1,0.64908576 +4184.0,4202.6367,-0.0011567059,1625.5573,5470000.0,3365.0,341875.0,,85440.0,0.000113296,0.1,0.7318928 +4228.7,4202.9404,-0.011794027,1626.1128,5480000.0,3370.0,342500.0,,85600.0,0.00011304,0.1,0.76252294 +4217.9,4203.4077,-0.002805961,1626.6666,5490000.0,3375.0,343125.0,,85760.0,0.000112784,0.1,0.60891354 +4195.2,4203.4536,-0.009775242,1626.7377,5500000.0,3381.0,343750.0,,85920.0,0.000112528,0.1,0.7149588 +4226.5,4203.6514,-0.0043198243,1627.2888,5510000.0,3386.0,344375.0,,86080.0,0.000112272,0.1,0.6199459 +4159.0,4203.2915,0.0061883843,1627.8384,5520000.0,3391.0,345000.0,,86240.0,0.000112016,0.1,0.7112951 +4200.5,4203.6235,-0.0045096683,1628.3864,5530000.0,3396.0,345625.0,,86400.0,0.00011176,0.1,0.6763317 +4181.2,4204.023,-0.006147935,1628.9326,5540000.0,3401.0,346250.0,,86560.0,0.000111504,0.1,0.6664348 +4178.3,4204.515,-0.0030420893,1629.4774,5550000.0,3406.0,346875.0,,86688.0,0.0001112992,0.1,0.674436 +4126.6,4203.8745,-0.006106041,1630.0205,5560000.0,3411.0,347500.0,,86848.0,0.0001110432,0.1,0.605623 +4226.4,4203.453,-0.008911707,1630.562,5570000.0,3416.0,348125.0,,87008.0,0.0001107872,0.1,0.6321599 +4304.4,4203.6724,0.0027286229,1630.6254,5580000.0,3422.0,348750.0,,87168.0,0.0001105312,0.1,0.7773373 +4273.5,4203.924,0.006969841,1631.1643,5590000.0,3427.0,349375.0,,87328.0,0.0001102752,0.1,0.6143943 +4275.6,4204.639,-0.004186007,1631.7017,5600000.0,3432.0,350000.0,,87488.0,0.0001100192,0.1,0.6795322 +4272.3,4204.9272,-0.0045427373,1632.2374,5610000.0,3437.0,350625.0,,87648.0,0.0001097632,0.1,0.61157703 +4220.4,4204.464,-0.0064233867,1632.7716,5620000.0,3442.0,351250.0,,87808.0,0.0001095072,0.1,0.62967944 +4223.6,4204.1895,-0.0028556874,1633.3043,5630000.0,3447.0,351875.0,,87968.0,0.0001092512,0.1,0.66735935 +4210.8,4203.708,-0.006585618,1633.8354,5640000.0,3452.0,352500.0,,88096.0,0.0001090464,0.1,0.6210567 +4238.8,4203.3643,-0.008899433,1634.3651,5650000.0,3457.0,353125.0,,88256.0,0.0001087904,0.1,0.7270087 +4296.1,4203.516,-4.7270383e-05,1634.8931,5660000.0,3462.0,353750.0,,88416.0,0.0001085344,0.1,0.67277074 +4263.2,4203.394,-0.0060439194,1635.4197,5670000.0,3467.0,354375.0,,88576.0,0.0001082784,0.1,0.6389219 +4275.0,4204.572,-0.0040465053,1635.9447,5680000.0,3472.0,355000.0,,88736.0,0.0001080224,0.1,0.65613997 +4259.8,4204.841,-0.003903867,1635.9977,5690000.0,3478.0,355625.0,,88896.0,0.0001077664,0.1,0.6435664 +4197.9,4204.895,0.0046035345,1636.5203,5700000.0,3483.0,356250.0,,89056.0,0.0001075104,0.1,0.67266643 +4274.1,4204.999,-0.0074798022,1637.0413,5710000.0,3488.0,356875.0,,89216.0,0.0001072544,0.1,0.6384907 +4280.9,4205.946,0.0027026192,1638.0298,5720000.0,3492.0,357500.0,,89344.0,0.0001070496,0.1,0.68527925 +4303.9,4207.376,-0.0021394202,1638.0789,5730000.0,3498.0,358125.0,,89504.0,0.0001067936,0.1,0.6953124 +4250.8,4207.753,-0.00064139115,1638.5955,5740000.0,3503.0,358750.0,,89664.0,0.0001065376,0.1,0.6468643 +4235.8,4207.3853,-0.003727431,1639.1106,5750000.0,3508.0,359375.0,,89824.0,0.0001062816,0.1,0.74788725 +4254.1,4207.0,-0.0067905653,1639.6243,5760000.0,3513.0,360000.0,,89984.0,0.0001060256,0.1,0.68934417 +4246.2,4206.853,-0.006990064,1639.6704,5770000.0,3519.0,360625.0,,90144.0,0.0001057696,0.1,0.65185404 +4328.2,4208.023,-0.0056479485,1640.1816,5780000.0,3524.0,361250.0,,90304.0,0.0001055136,0.1,0.6618409 +4318.5,4208.7764,-0.00815023,1640.2267,5790000.0,3530.0,361875.0,,90464.0,0.0001052576,0.1,0.6858829 +4299.5,4209.4404,-0.007886865,1640.7355,5800000.0,3535.0,362500.0,,90624.0,0.0001050016,0.1,0.7778002 +4256.4,4209.458,0.0051480033,1641.2429,5810000.0,3540.0,363125.0,,90752.0,0.0001047968,0.1,0.73693186 +4287.3,4209.4814,-0.002117586,1641.7489,5820000.0,3545.0,363750.0,,90912.0,0.0001045408,0.1,0.6290381 +4287.0,4208.476,-0.009086378,1641.791,5830000.0,3551.0,364375.0,,91072.0,0.0001042848,0.1,0.744284 +4266.9,4208.4614,-0.005351646,1641.833,5840000.0,3557.0,365000.0,,91232.0,0.0001040288,0.1,0.586125 +4280.7,4208.9893,-0.010162682,1642.3358,5850000.0,3562.0,365625.0,,91392.0,0.0001037728,0.1,0.73005414 +4246.0,4209.209,-0.0067922007,1642.8372,5860000.0,3567.0,366250.0,,91552.0,0.0001035168,0.1,0.6291534 +4261.2,4209.2793,-0.0040338575,1643.337,5870000.0,3572.0,366875.0,,91712.0,0.0001032608,0.1,0.7563188 +4233.2,4208.6177,-0.005880447,1643.3762,5880000.0,3578.0,367500.0,,91872.0,0.0001030048,0.1,0.679515 +4251.9,4207.977,-0.0013033149,1643.4152,5890000.0,3584.0,368125.0,,92000.0,0.0001028,0.1,0.64924216 +4217.3,4206.877,-0.0021490902,1643.454,5900000.0,3590.0,368750.0,,92160.0,0.000102544,0.1,0.6845245 +4205.0,4206.3965,-0.0049102996,1643.95,5910000.0,3595.0,369375.0,,92320.0,0.000102288,0.1,0.70152926 +4256.3,4206.6646,-0.0062594176,1643.9878,5920000.0,3601.0,370000.0,,92480.0,0.000102032,0.1,0.74685013 +4292.6,4207.6045,-0.0063949428,1644.0255,5930000.0,3607.0,370625.0,,92640.0,0.000101776,0.1,0.61788976 +4202.4,4207.973,0.010277985,1644.5183,5940000.0,3612.0,371250.0,,92800.0,0.00010152,0.1,0.7395953 +4147.6,4207.574,-0.00411036,1645.0096,5950000.0,3617.0,371875.0,,92960.0,0.000101264,0.1,0.6342058 +4201.1,4207.108,-0.005528284,1645.0455,5960000.0,3623.0,372500.0,,93120.0,0.000101008,0.1,0.68771875 +4308.1,4208.08,-0.0070147333,1645.5348,5970000.0,3628.0,373125.0,,93280.0,0.000100752,0.1,0.7261703 +4304.2,4208.6816,0.0049159015,1646.0226,5980000.0,3633.0,373750.0,,93408.0,0.0001005472,0.1,0.6568591 +4246.5,4208.9336,-0.0011332375,1646.509,5990000.0,3638.0,374375.0,,93568.0,0.0001002912,0.1,0.6072488 +4219.0,4208.814,-0.0037367155,1646.5422,6000000.0,3644.0,375000.0,,93728.0,0.0001000352,0.1,0.71748865 +4164.3,4208.316,-0.005220183,1647.0266,6010000.0,3649.0,375625.0,,93888.0,9.97792e-05,0.1,0.6685953 +4211.5,4208.094,-0.005865828,1647.0588,6020000.0,3655.0,376250.0,,94048.0,9.95232e-05,0.1,0.6295973 +4264.2,4208.589,-0.006630384,1647.091,6030000.0,3661.0,376875.0,,94208.0,9.92672e-05,0.1,0.6796874 +4290.5,4208.967,-0.007855152,1646.674,6040000.0,3668.0,377500.0,,94368.0,9.90112e-05,0.1,0.7123456 +4312.7,4209.675,-0.006683569,1646.7065,6050000.0,3674.0,378125.0,,94528.0,9.87552e-05,0.1,0.67198384 +4294.9,4210.689,-0.004570487,1647.1868,6060000.0,3679.0,378750.0,,94656.0,9.85504e-05,0.1,0.7547468 +4310.1,4212.754,-0.010996414,1647.2185,6070000.0,3685.0,379375.0,,94816.0,9.82944e-05,0.1,0.725811 +4289.4,4214.666,-0.0071541145,1647.2501,6080000.0,3691.0,380000.0,,94976.0,9.80384e-05,0.1,0.66692877 +4248.0,4216.351,-0.007581027,1647.7273,6090000.0,3696.0,380625.0,,95136.0,9.77824e-05,0.1,0.7413429 +4276.0,4218.0107,0.0069121504,1647.7579,6100000.0,3702.0,381250.0,,95296.0,9.75264e-05,0.1,0.70017433 +4238.4,4219.09,-0.0037517531,1648.233,6110000.0,3707.0,381875.0,,95456.0,9.72704e-05,0.1,0.6910577 +4222.4,4220.0923,-0.001872291,1648.2628,6120000.0,3713.0,382500.0,,95616.0,9.70144e-05,0.1,0.7185611 +4262.2,4220.6787,-0.0063812407,1648.7358,6130000.0,3718.0,383125.0,,95776.0,9.67584e-05,0.1,0.5780523 +4216.7,4221.1807,-0.0065497262,1649.2076,6140000.0,3723.0,383750.0,,95936.0,9.65024e-05,0.1,0.7196177 +4175.9,4221.607,-0.0035764752,1649.6781,6150000.0,3728.0,384375.0,,96064.0,9.62976e-05,0.1,0.7527226 +4166.5,4221.6597,-0.011047906,1649.7054,6160000.0,3734.0,385000.0,,96224.0,9.60416e-05,0.1,0.79112315 +4251.4,4222.4326,-0.005173635,1650.1738,6170000.0,3739.0,385625.0,,96384.0,9.57856e-05,0.1,0.67398655 +4280.3,4223.8364,-0.0020726232,1650.641,6180000.0,3744.0,386250.0,,96544.0,9.55296e-05,0.1,0.74569094 +4317.9,4225.103,-0.0062778653,1650.6666,6190000.0,3750.0,386875.0,,96704.0,9.52736e-05,0.1,0.65878093 +4318.2,4226.024,0.0047723968,1650.6923,6200000.0,3756.0,387500.0,,96864.0,9.50176e-05,0.1,0.68212354 +4288.8,4226.681,-0.004124927,1650.7177,6210000.0,3762.0,388125.0,,97024.0,9.47616e-05,0.1,0.69667935 +4238.8,4226.9424,-0.007909772,1651.1813,6220000.0,3767.0,388750.0,,97184.0,9.45056e-05,0.1,0.72608316 +4207.2,4226.87,-0.010292343,1651.6437,6230000.0,3772.0,389375.0,,97312.0,9.43008e-05,0.1,0.66604125 +4202.9,4227.098,0.0017602182,1652.1049,6240000.0,3777.0,390000.0,,97472.0,9.40448e-05,0.1,0.707018 +4198.0,4228.046,-0.011273843,1652.1279,6250000.0,3783.0,390625.0,,97632.0,9.37888e-05,0.1,0.726848 +4168.0,4228.552,0.0025895848,1652.5872,6260000.0,3788.0,391250.0,,97792.0,9.35328e-05,0.1,0.7749476 +4194.2,4229.129,-0.004908025,1653.045,6270000.0,3793.0,391875.0,,97952.0,9.32768e-05,0.1,0.63495827 +4206.2,4229.672,-0.0058057,1653.0667,6280000.0,3799.0,392500.0,,98112.0,9.30208e-05,0.1,0.6907076 +4209.6,4230.2065,-0.0046012765,1653.5226,6290000.0,3804.0,393125.0,,98272.0,9.27648e-05,0.1,0.6928366 +4212.8,4230.8696,-0.0061570015,1653.9774,6300000.0,3809.0,393750.0,,98432.0,9.25088e-05,0.1,0.7519414 +4286.7,4232.03,-0.0015756565,1653.9974,6310000.0,3815.0,394375.0,,98592.0,9.22528e-05,0.1,0.75689244 +4258.9,4233.031,-0.0078700045,1654.4503,6320000.0,3820.0,395000.0,,98720.0,9.2048e-05,0.1,0.68813306 +4236.9,4233.8066,0.0006997974,1654.902,6330000.0,3825.0,395625.0,,98880.0,9.1792e-05,0.1,0.6905069 +4255.4,4234.306,0.00024209623,1655.3525,6340000.0,3830.0,396250.0,,99040.0,9.1536e-05,0.1,0.7504071 +4244.9,4234.6494,-0.011806227,1655.3701,6350000.0,3836.0,396875.0,,99200.0,9.128e-05,0.1,0.750352 +4244.5,4236.128,0.0019256973,1655.8188,6360000.0,3841.0,397500.0,,99360.0,9.1024e-05,0.1,0.6393782 +4219.1,4236.6045,-0.006444187,1655.8357,6370000.0,3847.0,398125.0,,99520.0,9.0768e-05,0.1,0.6901872 +4190.1,4236.586,-0.0039046218,1656.2825,6380000.0,3852.0,398750.0,,99680.0,9.0512e-05,0.1,0.7069591 +4159.1,4235.9214,-0.007270792,1656.728,6390000.0,3857.0,399375.0,,99840.0,9.0256e-05,0.1,0.6776991 +4181.4,4235.7217,-0.010285864,1657.1725,6400000.0,3862.0,400000.0,,100000.0,9e-05,0.1,0.7718284 +4230.2,4236.2754,-0.007455615,1657.6157,6410000.0,3867.0,400625.0,,100128.0,8.97952e-05,0.1,0.69686645 +4205.9,4236.736,-0.002664317,1657.6298,6420000.0,3873.0,401250.0,,100288.0,8.95392e-05,0.1,0.6928048 +4168.0,4237.3667,-0.01043017,1658.0712,6430000.0,3878.0,401875.0,,100448.0,8.92832e-05,0.1,0.7988105 +4178.6,4238.0254,-0.0038134234,1658.5115,6440000.0,3883.0,402500.0,,100608.0,8.90272e-05,0.1,0.67167306 +4196.0,4238.819,-0.009045239,1658.524,6450000.0,3889.0,403125.0,,100768.0,8.87712e-05,0.1,0.7130336 +4264.7,4239.568,-0.003633231,1658.9625,6460000.0,3894.0,403750.0,,100928.0,8.85152e-05,0.1,0.6288612 +4268.2,4240.4097,-0.008247955,1659.3999,6470000.0,3899.0,404375.0,,101088.0,8.82592e-05,0.1,0.7685051 +4225.0,4240.3726,-0.0064440174,1659.836,6480000.0,3904.0,405000.0,,101248.0,8.80032e-05,0.1,0.6411159 +4195.7,4240.1504,-0.0067938715,1660.2711,6490000.0,3909.0,405625.0,,101376.0,8.77984e-05,0.1,0.7002287 +4147.0,4239.669,-0.003794475,1660.7052,6500000.0,3914.0,406250.0,,101536.0,8.75424e-05,0.1,0.63222796 +4146.8,4238.872,-0.009614269,1660.7142,6510000.0,3920.0,406875.0,,101696.0,8.72864e-05,0.1,0.67934835 +4107.8,4238.36,-0.010752574,1661.1465,6520000.0,3925.0,407500.0,,101856.0,8.70304e-05,0.1,0.6963773 +4154.3,4237.898,-0.005646169,1661.5776,6530000.0,3930.0,408125.0,,102016.0,8.67744e-05,0.1,0.7258774 +4229.7,4238.3833,-0.009139013,1661.5853,6540000.0,3936.0,408750.0,,102176.0,8.65184e-05,0.1,0.6420796 +4268.7,4239.287,-0.004579097,1662.0148,6550000.0,3941.0,409375.0,,102336.0,8.62624e-05,0.1,0.7606605 +4244.7,4240.4673,0.004923685,1662.0217,6560000.0,3947.0,410000.0,,102496.0,8.60064e-05,0.1,0.71238893 +4198.9,4240.1924,-0.012166688,1662.4493,6570000.0,3952.0,410625.0,,102656.0,8.57504e-05,0.1,0.7572079 +4150.9,4238.6577,-0.004569251,1662.876,6580000.0,3957.0,411250.0,,102784.0,8.55456e-05,0.1,0.7607801 +4176.0,4237.6826,-0.0024501574,1663.3014,6590000.0,3962.0,411875.0,,102944.0,8.52896e-05,0.1,0.68537426 +4123.8,4236.165,-0.0056517734,1663.7257,6600000.0,3967.0,412500.0,,103104.0,8.50336e-05,0.1,0.6732396 +4170.8,4235.1504,-0.011023312,1664.149,6610000.0,3972.0,413125.0,,103264.0,8.47776e-05,0.1,0.70518625 +4273.6,4235.682,-0.0060082166,1664.1528,6620000.0,3978.0,413750.0,,103424.0,8.45216e-05,0.1,0.6328379 +4190.1,4235.3467,-0.004973726,1664.5745,6630000.0,3983.0,414375.0,,103584.0,8.42656e-05,0.1,0.70880514 +4139.7,4234.6357,-0.008296586,1664.995,6640000.0,3988.0,415000.0,,103744.0,8.40096e-05,0.1,0.6943277 +4174.1,4233.989,-0.008428056,1664.9974,6650000.0,3994.0,415625.0,,103904.0,8.37536e-05,0.1,0.71075344 +4240.7,4233.4346,-0.0042782268,1665.4164,6660000.0,3999.0,416250.0,,104032.0,8.35488e-05,0.1,0.6274636 +4271.2,4233.5146,-0.009310726,1665.8341,6670000.0,4004.0,416875.0,,104192.0,8.32928e-05,0.1,0.66423774 +4245.0,4233.215,-0.007961724,1665.8354,6680000.0,4010.0,417500.0,,104352.0,8.30368e-05,0.1,0.7210452 +4155.7,4232.174,-0.0045079887,1666.2516,6690000.0,4015.0,418125.0,,104512.0,8.27808e-05,0.1,0.6917814 +4173.4,4231.9287,-0.008675993,1666.6666,6700000.0,4020.0,418750.0,,104672.0,8.25248e-05,0.1,0.75306755 +4263.4,4231.822,-0.0057171,1666.6666,6710000.0,4026.0,419375.0,,104832.0,8.22688e-05,0.1,0.5946034 +4329.7,4232.31,-0.0055829454,1667.0801,6720000.0,4031.0,420000.0,,104992.0,8.20128e-05,0.1,0.62916857 +4330.2,4232.5728,0.009063525,1667.4926,6730000.0,4036.0,420625.0,,105152.0,8.17568e-05,0.1,0.6215073 +4284.2,4232.9067,-0.0015917234,1667.9039,6740000.0,4041.0,421250.0,,105312.0,8.15008e-05,0.1,0.66471326 +4189.9,4232.4478,-0.0023310403,1668.3143,6750000.0,4046.0,421875.0,,105440.0,8.1296e-05,0.1,0.6787857 +4242.7,4232.334,-0.0086222915,1668.7238,6760000.0,4051.0,422500.0,,105600.0,8.104e-05,0.1,0.7435172 +4255.0,4232.4214,-0.007852422,1668.7207,6770000.0,4057.0,423125.0,,105760.0,8.0784e-05,0.1,0.7205701 +4275.5,4231.895,-0.0026370506,1669.1285,6780000.0,4062.0,423750.0,,105920.0,8.0528e-05,0.1,0.7503039 +4284.2,4231.552,-0.009054335,1669.5353,6790000.0,4067.0,424375.0,,106080.0,8.0272e-05,0.1,0.63511133 +4238.7,4230.944,-0.003739614,1669.941,6800000.0,4072.0,425000.0,,106240.0,8.0016e-05,0.1,0.67807317 +4250.2,4230.8813,-0.00720104,1669.9363,6810000.0,4078.0,425625.0,,106400.0,7.976e-05,0.1,0.74541557 +4210.2,4230.111,-0.0019870661,1670.3405,6820000.0,4083.0,426250.0,,106560.0,7.9504e-05,0.1,0.7074611 +4221.7,4229.4575,-0.0043500816,1670.7437,6830000.0,4088.0,426875.0,,106688.0,7.92992e-05,0.1,0.69073176 +4233.3,4229.122,-0.004861014,1671.1459,6840000.0,4093.0,427500.0,,106848.0,7.90432e-05,0.1,0.63699895 +4251.8,4228.833,0.001897251,1671.5471,6850000.0,4098.0,428125.0,,107008.0,7.87872e-05,0.1,0.7008678 +4224.1,4228.6143,-0.0071347407,1671.5399,6860000.0,4104.0,428750.0,,107168.0,7.85312e-05,0.1,0.7440704 +4168.2,4227.684,-0.0024031512,1671.5328,6870000.0,4110.0,429375.0,,107328.0,7.82752e-05,0.1,0.7609943 +4240.6,4227.758,0.000957558,1671.932,6880000.0,4115.0,430000.0,,107488.0,7.80192e-05,0.1,0.66873264 +4264.6,4227.885,0.0010465274,1672.3301,6890000.0,4120.0,430625.0,,107648.0,7.77632e-05,0.1,0.6383865 +4215.8,4227.87,-0.0047104154,1671.9166,6900000.0,4127.0,431250.0,,107808.0,7.75072e-05,0.1,0.65511644 +4235.3,4228.1733,-0.006653721,1672.3136,6910000.0,4132.0,431875.0,,107968.0,7.72512e-05,0.1,0.64146376 +4246.6,4228.076,-0.0078307465,1672.7097,6920000.0,4137.0,432500.0,,108096.0,7.70464e-05,0.1,0.6924211 +4224.4,4227.3945,-0.009252321,1672.7009,6930000.0,4143.0,433125.0,,108256.0,7.67904e-05,0.1,0.7011051 +4241.6,4227.786,-0.0040172786,1672.6923,6940000.0,4149.0,433750.0,,108416.0,7.65344e-05,0.1,0.773987 +4276.4,4229.0737,-0.0024263521,1672.6835,6950000.0,4155.0,434375.0,,108576.0,7.62784e-05,0.1,0.67808324 +4315.7,4230.22,-0.0074224053,1672.273,6960000.0,4162.0,435000.0,,108736.0,7.60224e-05,0.1,0.6961225 +4318.4,4230.3228,-0.007533805,1672.6661,6970000.0,4167.0,435625.0,,108896.0,7.57664e-05,0.1,0.7833062 +4265.4,4229.9346,-0.0051623336,1672.2568,6980000.0,4174.0,436250.0,,109056.0,7.55104e-05,0.1,0.67454433 +4232.7,4229.797,-0.009871703,1672.2488,6990000.0,4180.0,436875.0,,109216.0,7.52544e-05,0.1,0.8092659 +4209.0,4229.697,-0.006648307,1672.6404,7000000.0,4185.0,437500.0,,109344.0,7.50496e-05,0.1,0.74370027 +4200.3,4230.0566,-0.0010091596,1672.6318,7010000.0,4191.0,438125.0,,109504.0,7.47936e-05,0.1,0.65959895 +4248.3,4230.425,-0.008677985,1672.6233,7020000.0,4197.0,438750.0,,109664.0,7.45376e-05,0.1,0.7063843 +4283.6,4230.619,-0.006712371,1673.0128,7030000.0,4202.0,439375.0,,109824.0,7.42816e-05,0.1,0.76742625 +4368.8,4231.4023,-0.007741729,1673.4015,7040000.0,4207.0,440000.0,,109984.0,7.40256e-05,0.1,0.5926049 +4340.7,4231.682,-0.005442751,1673.3918,7050000.0,4213.0,440625.0,,110144.0,7.37696e-05,0.1,0.7224547 +4262.4,4231.357,-0.0029564975,1673.779,7060000.0,4218.0,441250.0,,110304.0,7.35136e-05,0.1,0.6644444 +4179.9,4230.055,-0.011177509,1674.1653,7070000.0,4223.0,441875.0,,110464.0,7.32576e-05,0.1,0.81074315 +4167.5,4228.8354,-0.008546627,1674.1547,7080000.0,4229.0,442500.0,,110624.0,7.30016e-05,0.1,0.6149925 +4274.0,4229.096,-0.005917496,1674.5394,7090000.0,4234.0,443125.0,,110752.0,7.27968e-05,0.1,0.6193019 +4314.5,4229.481,-0.003243635,1674.9233,7100000.0,4239.0,443750.0,,110912.0,7.25408e-05,0.1,0.6768303 +4318.5,4230.2817,-0.011815145,1674.9116,7110000.0,4245.0,444375.0,,111072.0,7.22848e-05,0.1,0.809177 +4273.9,4230.797,-0.0055858507,1675.2941,7120000.0,4250.0,445000.0,,111232.0,7.20288e-05,0.1,0.660794 +4303.1,4231.206,-0.010724976,1675.6757,7130000.0,4255.0,445625.0,,111392.0,7.17728e-05,0.1,0.7803189 +4202.1,4231.0596,-0.0009658595,1675.663,7140000.0,4261.0,446250.0,,111552.0,7.15168e-05,0.1,0.70447195 +4219.7,4231.498,-0.0036897387,1676.0431,7150000.0,4266.0,446875.0,,111712.0,7.12608e-05,0.1,0.6709254 +4159.9,4231.4316,-0.004666361,1676.0299,7160000.0,4272.0,447500.0,,111872.0,7.10048e-05,0.1,0.7369331 +4204.9,4230.967,-0.009115901,1676.4087,7170000.0,4277.0,448125.0,,112000.0,7.08e-05,0.1,0.7193007 +4191.5,4230.079,-0.0036625497,1676.395,7180000.0,4283.0,448750.0,,112160.0,7.0544e-05,0.1,0.64834833 +4222.6,4229.126,-0.0068053124,1676.3815,7190000.0,4289.0,449375.0,,112320.0,7.0288e-05,0.1,0.7235714 +4207.1,4228.015,-0.00611882,1676.3679,7200000.0,4295.0,450000.0,,112480.0,7.0032e-05,0.1,0.72735655 +4214.2,4227.2686,-0.0042249174,1676.3544,7210000.0,4301.0,450625.0,,112640.0,6.9776e-05,0.1,0.7714641 +4210.7,4226.9873,-0.0047435393,1676.7301,7220000.0,4306.0,451250.0,,112800.0,6.952e-05,0.1,0.63116753 +4196.2,4226.878,-0.0047138217,1676.7162,7230000.0,4312.0,451875.0,,112960.0,6.9264e-05,0.1,0.74796414 +4232.6,4227.175,0.0106156645,1677.0906,7240000.0,4317.0,452500.0,,113120.0,6.9008e-05,0.1,0.6447283 +4266.9,4227.864,0.00281145,1677.4641,7250000.0,4322.0,453125.0,,113280.0,6.8752e-05,0.1,0.70539916 +4228.9,4228.4727,-0.004358356,1677.8368,7260000.0,4327.0,453750.0,,113408.0,6.85472e-05,0.1,0.679508 +4207.9,4228.61,-0.0020684495,1677.8214,7270000.0,4333.0,454375.0,,113568.0,6.82912e-05,0.1,0.78191817 +4228.0,4228.828,-0.0074009076,1678.1927,7280000.0,4338.0,455000.0,,113728.0,6.80352e-05,0.1,0.6622654 +4187.5,4228.6074,-0.008085532,1678.1768,7290000.0,4344.0,455625.0,,113888.0,6.77792e-05,0.1,0.7138369 +4208.5,4228.564,-0.0056659356,1678.5468,7300000.0,4349.0,456250.0,,114048.0,6.75232e-05,0.1,0.7519792 +4232.5,4228.022,-0.0026717947,1678.5304,7310000.0,4355.0,456875.0,,114208.0,6.72672e-05,0.1,0.65367246 +4258.7,4228.0195,-0.0057538855,1678.899,7320000.0,4360.0,457500.0,,114368.0,6.70112e-05,0.1,0.7120554 +4236.4,4228.015,-0.0035265181,1678.4978,7330000.0,4367.0,458125.0,,114528.0,6.67552e-05,0.1,0.6435727 +4218.9,4227.65,-0.008035456,1678.8655,7340000.0,4372.0,458750.0,,114656.0,6.65504e-05,0.1,0.68673396 +4190.4,4227.1055,-0.0065207398,1679.2323,7350000.0,4377.0,459375.0,,114816.0,6.62944e-05,0.1,0.68396544 +4188.7,4226.547,-0.00777313,1679.2152,7360000.0,4383.0,460000.0,,114976.0,6.60384e-05,0.1,0.69174665 +4115.2,4225.508,-0.0053874617,1679.198,7370000.0,4389.0,460625.0,,115136.0,6.57824e-05,0.1,0.7109599 +4105.0,4224.6567,-0.006699179,1679.1809,7380000.0,4395.0,461250.0,,115296.0,6.55264e-05,0.1,0.6841334 +4178.0,4224.8457,-0.0098069655,1679.5454,7390000.0,4400.0,461875.0,,115456.0,6.52704e-05,0.1,0.693643 +4227.7,4225.3086,-0.006441661,1679.528,7400000.0,4406.0,462500.0,,115616.0,6.50144e-05,0.1,0.7225871 +4162.9,4224.6357,-0.007144242,1679.8912,7410000.0,4411.0,463125.0,,115776.0,6.47584e-05,0.1,0.6944468 +4142.3,4223.9995,-0.0035531719,1680.2537,7420000.0,4416.0,463750.0,,115936.0,6.45024e-05,0.1,0.65571105 +4151.4,4223.834,0.006652869,1680.6152,7430000.0,4421.0,464375.0,,116064.0,6.42976e-05,0.1,0.70080936 +4123.7,4223.285,-0.0033806185,1680.5963,7440000.0,4427.0,465000.0,,116224.0,6.40416e-05,0.1,0.68382573 +4137.2,4222.697,-0.0043492178,1680.9567,7450000.0,4432.0,465625.0,,116384.0,6.37856e-05,0.1,0.73098856 +4125.7,4221.3066,-0.0029444483,1681.3162,7460000.0,4437.0,466250.0,,116544.0,6.35296e-05,0.1,0.65449774 +4167.0,4220.2944,-0.008208595,1681.2964,7470000.0,4443.0,466875.0,,116704.0,6.32736e-05,0.1,0.69830275 +4190.1,4219.946,-0.009290682,1681.2767,7480000.0,4449.0,467500.0,,116864.0,6.30176e-05,0.1,0.66716045 +4215.3,4220.142,-0.0069460794,1681.6345,7490000.0,4454.0,468125.0,,117024.0,6.27616e-05,0.1,0.7646754 +4239.4,4221.0664,-0.0071437596,1681.9915,7500000.0,4459.0,468750.0,,117184.0,6.25056e-05,0.1,0.67923796 +4189.9,4221.497,-0.00017614727,1682.3477,7510000.0,4464.0,469375.0,,117312.0,6.23008e-05,0.1,0.6262052 +4202.7,4222.4463,-0.009478947,1682.7031,7520000.0,4469.0,470000.0,,117472.0,6.20448e-05,0.1,0.72453874 +4197.2,4222.875,-0.0041207825,1682.6815,7530000.0,4475.0,470625.0,,117632.0,6.17888e-05,0.1,0.6177616 +4128.7,4221.8647,-0.010464249,1683.0358,7540000.0,4480.0,471250.0,,117792.0,6.15328e-05,0.1,0.6980893 +4137.5,4220.5527,-0.0038147974,1683.0138,7550000.0,4486.0,471875.0,,117952.0,6.12768e-05,0.1,0.6661388 +4194.0,4220.0454,-0.00555985,1683.3667,7560000.0,4491.0,472500.0,,118112.0,6.10208e-05,0.1,0.69833 +4198.7,4220.044,-0.0066182767,1683.7189,7570000.0,4496.0,473125.0,,118272.0,6.07648e-05,0.1,0.6859783 +4189.2,4220.427,-0.0072329706,1683.6962,7580000.0,4502.0,473750.0,,118432.0,6.05088e-05,0.1,0.71995866 +4129.4,4219.961,-0.0051476792,1684.047,7590000.0,4507.0,474375.0,,118592.0,6.02528e-05,0.1,0.7195214 +4161.0,4220.333,0.005558725,1684.3972,7600000.0,4512.0,475000.0,,118720.0,6.0048e-05,0.1,0.7612413 +4193.3,4220.558,-0.0061642504,1684.3737,7610000.0,4518.0,475625.0,,118880.0,5.9792e-05,0.1,0.65993565 +4201.1,4219.833,-0.007624665,1684.7225,7620000.0,4523.0,476250.0,,119040.0,5.9536e-05,0.1,0.6637231 +4220.7,4220.1387,-0.006181994,1685.0707,7630000.0,4528.0,476875.0,,119200.0,5.928e-05,0.1,0.69697326 +4218.2,4220.9233,-0.008682706,1685.0463,7640000.0,4534.0,477500.0,,119360.0,5.9024e-05,0.1,0.6584455 +4238.5,4221.5674,-0.0036418934,1685.3933,7650000.0,4539.0,478125.0,,119520.0,5.8768e-05,0.1,0.6748227 +4222.2,4221.3823,-0.0036703805,1685.3685,7660000.0,4545.0,478750.0,,119680.0,5.8512e-05,0.1,0.6881377 +4248.6,4221.1567,-0.0032517433,1685.3439,7670000.0,4551.0,479375.0,,119840.0,5.8256e-05,0.1,0.7068426 +4161.8,4220.3247,-0.0019772262,1685.3193,7680000.0,4557.0,480000.0,,120000.0,5.8e-05,0.1,0.72754997 +4178.4,4220.552,-0.0074891634,1685.6642,7690000.0,4562.0,480625.0,,120128.0,5.77952e-05,0.1,0.81702185 +4276.2,4221.58,0.005515242,1686.0083,7700000.0,4567.0,481250.0,,120288.0,5.75392e-05,0.1,0.694672 +4254.7,4221.4927,-0.0042485753,1685.9829,7710000.0,4573.0,481875.0,,120448.0,5.72832e-05,0.1,0.76300675 +4200.6,4220.2017,0.009221909,1685.9576,7720000.0,4579.0,482500.0,,120608.0,5.70272e-05,0.1,0.65613097 +4167.6,4218.5757,-0.0062107025,1686.3002,7730000.0,4584.0,483125.0,,120768.0,5.67712e-05,0.1,0.5882383 +4158.9,4217.3228,-0.004767415,1686.2745,7740000.0,4590.0,483750.0,,120928.0,5.65152e-05,0.1,0.7272267 +4188.2,4217.306,-0.0036070086,1686.6158,7750000.0,4595.0,484375.0,,121088.0,5.62592e-05,0.1,0.65120935 +4178.9,4216.668,-0.0069838976,1686.9565,7760000.0,4600.0,485000.0,,121248.0,5.60032e-05,0.1,0.6698067 +4217.9,4216.2974,-0.00023450487,1687.2964,7770000.0,4605.0,485625.0,,121376.0,5.57984e-05,0.1,0.7185683 +4189.4,4215.436,-0.0029948517,1687.2695,7780000.0,4611.0,486250.0,,121536.0,5.55424e-05,0.1,0.631952 +4237.2,4214.966,-0.007998578,1687.2428,7790000.0,4617.0,486875.0,,121696.0,5.52864e-05,0.1,0.65233624 +4204.0,4214.619,-0.0063268812,1687.5812,7800000.0,4622.0,487500.0,,121856.0,5.50304e-05,0.1,0.72663236 +4207.0,4214.187,-0.00269752,1687.5541,7810000.0,4628.0,488125.0,,122016.0,5.47744e-05,0.1,0.7129792 +4169.4,4213.779,-0.00534147,1687.8912,7820000.0,4633.0,488750.0,,122176.0,5.45184e-05,0.1,0.6690992 +4236.1,4213.923,-0.0013190743,1687.8638,7830000.0,4639.0,489375.0,,122336.0,5.42624e-05,0.1,0.6364768 +4236.1,4213.951,-0.006998503,1687.8364,7840000.0,4645.0,490000.0,,122496.0,5.40064e-05,0.1,0.7097727 +4221.9,4213.652,-0.005900824,1687.8091,7850000.0,4651.0,490625.0,,122656.0,5.37504e-05,0.1,0.68138313 +4151.1,4212.922,-0.0043926407,1688.1443,7860000.0,4656.0,491250.0,,122784.0,5.35456e-05,0.1,0.64678025 +4154.6,4212.7856,-0.0023780141,1688.4789,7870000.0,4661.0,491875.0,,122944.0,5.32896e-05,0.1,0.75251234 +4157.9,4211.959,-0.009993454,1688.4508,7880000.0,4667.0,492500.0,,123104.0,5.30336e-05,0.1,0.70922256 +4197.0,4211.2827,-0.007863538,1688.7843,7890000.0,4672.0,493125.0,,123264.0,5.27776e-05,0.1,0.6907046 +4240.5,4211.53,-0.004657918,1689.117,7900000.0,4677.0,493750.0,,123424.0,5.25216e-05,0.1,0.77376986 +4220.0,4211.377,-0.0055759624,1689.0881,7910000.0,4683.0,494375.0,,123584.0,5.22656e-05,0.1,0.6569061 +4209.7,4211.008,-0.0028505477,1689.4198,7920000.0,4688.0,495000.0,,123744.0,5.20096e-05,0.1,0.7511494 +4235.6,4211.1196,-0.0041990126,1689.3907,7930000.0,4694.0,495625.0,,123904.0,5.17536e-05,0.1,0.7331684 +4275.1,4211.4546,-0.00044845027,1689.7212,7940000.0,4699.0,496250.0,,124032.0,5.15488e-05,0.1,0.68057334 +4236.3,4211.0537,-0.0028464869,1690.051,7950000.0,4704.0,496875.0,,124192.0,5.12928e-05,0.1,0.6639428 +4229.8,4210.195,-0.009249784,1690.0212,7960000.0,4710.0,497500.0,,124352.0,5.10368e-05,0.1,0.6945998 +4194.5,4208.956,-0.0065000514,1690.35,7970000.0,4715.0,498125.0,,124512.0,5.07808e-05,0.1,0.674611 +4240.4,4208.706,-0.0017611467,1690.3198,7980000.0,4721.0,498750.0,,124672.0,5.05248e-05,0.1,0.64491785 +4254.8,4208.9272,-0.0054568895,1690.6475,7990000.0,4726.0,499375.0,,124832.0,5.02688e-05,0.1,0.70710564 +4259.1,4209.428,-0.0048288577,1690.6171,8000000.0,4732.0,500000.0,,124992.0,5.00128e-05,0.1,0.6977724 +4200.3,4209.428,0.0031436973,1690.9436,8010000.0,4737.0,500625.0,,125152.0,4.97568e-05,0.1,0.6739981 +4180.8,4208.753,-0.008827825,1690.913,8020000.0,4743.0,501250.0,,125312.0,4.95008e-05,0.1,0.7052298 +4188.8,4207.805,-0.007851312,1691.2384,8030000.0,4748.0,501875.0,,125440.0,4.9296e-05,0.1,0.6943512 +4251.3,4206.631,0.0029203217,1691.2074,8040000.0,4754.0,502500.0,,125600.0,4.904e-05,0.1,0.5900588 +4242.4,4205.6475,-0.009459895,1691.5319,8050000.0,4759.0,503125.0,,125760.0,4.8784e-05,0.1,0.7818072 +4202.4,4205.0474,-0.0040142494,1691.5005,8060000.0,4765.0,503750.0,,125920.0,4.8528e-05,0.1,0.6072656 +4140.0,4204.6484,-0.005383804,1691.4692,8070000.0,4771.0,504375.0,,126080.0,4.8272e-05,0.1,0.73718446 +4156.1,4204.534,-0.00566634,1691.4381,8080000.0,4777.0,505000.0,,126240.0,4.8016e-05,0.1,0.70178115 +4198.5,4203.7793,-0.007822742,1691.4071,8090000.0,4783.0,505625.0,,126400.0,4.776e-05,0.1,0.63786054 +4249.6,4203.13,-0.0072929347,1691.3761,8100000.0,4789.0,506250.0,,126560.0,4.7504e-05,0.1,0.6568138 +4238.2,4202.3267,-0.0026880847,1691.698,8110000.0,4794.0,506875.0,,126688.0,4.72992e-05,0.1,0.7253082 +4209.0,4201.6777,-0.008198571,1692.0192,8120000.0,4799.0,507500.0,,126848.0,4.70432e-05,0.1,0.740711 +4234.5,4200.9917,-0.008846342,1691.9875,8130000.0,4805.0,508125.0,,127008.0,4.67872e-05,0.1,0.69580483 +4245.0,4201.421,-0.0017201138,1692.3077,8140000.0,4810.0,508750.0,,127168.0,4.65312e-05,0.1,0.7248474 +4188.1,4201.105,-0.00814673,1692.2758,8150000.0,4816.0,509375.0,,127328.0,4.62752e-05,0.1,0.7869185 +4197.6,4201.482,-0.0067173457,1692.5948,8160000.0,4821.0,510000.0,,127488.0,4.60192e-05,0.1,0.680503 +4162.3,4201.056,-0.002970104,1692.9133,8170000.0,4826.0,510625.0,,127648.0,4.57632e-05,0.1,0.72495425 +4176.9,4200.91,0.0029831761,1692.8807,8180000.0,4832.0,511250.0,,127808.0,4.55072e-05,0.1,0.5953554 +4146.9,4200.1533,-0.00091683376,1693.1982,8190000.0,4837.0,511875.0,,127968.0,4.52512e-05,0.1,0.6882255 +4118.7,4199.2695,-0.005303256,1693.5151,8200000.0,4842.0,512500.0,,128096.0,4.50464e-05,0.1,0.68987775 +4130.7,4198.4336,-0.0074141184,1693.4818,8210000.0,4848.0,513125.0,,128256.0,4.47904e-05,0.1,0.7242221 +4255.7,4198.884,-0.007213731,1693.4487,8220000.0,4854.0,513750.0,,128416.0,4.45344e-05,0.1,0.70752776 +4283.7,4199.759,-0.0048898244,1693.4156,8230000.0,4860.0,514375.0,,128576.0,4.42784e-05,0.1,0.6164218 +4284.5,4200.278,-0.008629263,1693.7307,8240000.0,4865.0,515000.0,,128736.0,4.40224e-05,0.1,0.71418214 +4237.2,4199.9805,-0.007390772,1693.3497,8250000.0,4872.0,515625.0,,128896.0,4.37664e-05,0.1,0.7164417 +4262.4,4200.316,-0.006575217,1693.3169,8260000.0,4878.0,516250.0,,129056.0,4.35104e-05,0.1,0.62066555 +4248.2,4200.719,-0.0072756386,1693.631,8270000.0,4883.0,516875.0,,129216.0,4.32544e-05,0.1,0.7651646 +4258.5,4201.024,-0.0059692753,1693.9443,8280000.0,4888.0,517500.0,,129344.0,4.30496e-05,0.1,0.65894365 +4221.0,4201.359,-0.0048022,1693.9109,8290000.0,4894.0,518125.0,,129504.0,4.27936e-05,0.1,0.6069458 +4278.0,4202.0537,-0.01035261,1693.8776,8300000.0,4900.0,518750.0,,129664.0,4.25376e-05,0.1,0.659732 +4278.0,4202.5093,-0.006375291,1694.1896,8310000.0,4905.0,519375.0,,129824.0,4.22816e-05,0.1,0.69880855 +4240.2,4202.3237,0.008216182,1694.156,8320000.0,4911.0,520000.0,,129984.0,4.20256e-05,0.1,0.59464324 +4235.7,4202.317,-0.0049409335,1694.467,8330000.0,4916.0,520625.0,,130144.0,4.17696e-05,0.1,0.6871103 +4212.9,4202.2563,-0.0016522876,1694.7775,8340000.0,4921.0,521250.0,,130304.0,4.15136e-05,0.1,0.63351065 +4263.9,4202.9917,-0.0064035095,1694.7433,8350000.0,4927.0,521875.0,,130464.0,4.12576e-05,0.1,0.66593087 +4349.9,4204.604,-0.0053365515,1694.3656,8360000.0,4934.0,522500.0,,130624.0,4.10016e-05,0.1,0.6901585 +4289.5,4206.347,-0.0019361695,1694.675,8370000.0,4939.0,523125.0,,130752.0,4.07968e-05,0.1,0.5702477 +4254.2,4207.839,-0.006409513,1694.641,8380000.0,4945.0,523750.0,,130912.0,4.05408e-05,0.1,0.6746651 +4275.7,4208.816,0.015591585,1694.6072,8390000.0,4951.0,524375.0,,131072.0,4.02848e-05,0.1,0.6626754 +4219.8,4208.737,-0.00505615,1694.5734,8400000.0,4957.0,525000.0,,131232.0,4.00288e-05,0.1,0.6122969 +4170.5,4208.813,-0.0070376215,1694.8811,8410000.0,4962.0,525625.0,,131392.0,3.97728e-05,0.1,0.71824235 +4144.7,4208.837,-0.004727994,1695.1882,8420000.0,4967.0,526250.0,,131552.0,3.95168e-05,0.1,0.6019221 +4205.1,4209.374,-3.2467884e-05,1695.1538,8430000.0,4973.0,526875.0,,131712.0,3.92608e-05,0.1,0.6185841 +4214.6,4210.2827,0.006677807,1695.1195,8440000.0,4979.0,527500.0,,131872.0,3.90048e-05,0.1,0.7096911 +4242.6,4211.3364,-0.007466462,1695.4254,8450000.0,4984.0,528125.0,,132000.0,3.88e-05,0.1,0.6995907 +4200.9,4212.089,-0.006945829,1695.3907,8460000.0,4990.0,528750.0,,132160.0,3.8544e-05,0.1,0.59069467 +4179.7,4212.216,-0.004281627,1695.3563,8470000.0,4996.0,529375.0,,132320.0,3.8288e-05,0.1,0.61345017 +4174.3,4212.0576,-0.0059396233,1694.983,8480000.0,5003.0,530000.0,,132480.0,3.8032e-05,0.1,0.6145985 +4171.1,4211.6157,-0.00512482,1695.2876,8490000.0,5008.0,530625.0,,132640.0,3.7776e-05,0.1,0.6505295 +4156.4,4210.7856,-0.008189752,1695.2533,8500000.0,5014.0,531250.0,,132800.0,3.752e-05,0.1,0.74877495 +4174.6,4210.633,-0.006009196,1694.8815,8510000.0,5021.0,531875.0,,132960.0,3.7264e-05,0.1,0.6111697 +4183.6,4210.442,-0.0068873996,1694.8478,8520000.0,5027.0,532500.0,,133120.0,3.7008e-05,0.1,0.74856067 +4157.5,4210.045,-0.0060796738,1695.151,8530000.0,5032.0,533125.0,,133280.0,3.6752e-05,0.1,0.64912903 +4137.2,4210.13,0.0024971487,1695.4536,8540000.0,5037.0,533750.0,,133408.0,3.65472e-05,0.1,0.68990135 +4111.7,4209.8716,-0.0067264936,1695.7556,8550000.0,5042.0,534375.0,,133568.0,3.62912e-05,0.1,0.62623495 +4161.4,4209.546,0.0099281585,1696.057,8560000.0,5047.0,535000.0,,133728.0,3.60352e-05,0.1,0.58618146 +4212.4,4209.6826,-0.005704518,1696.0222,8570000.0,5053.0,535625.0,,133888.0,3.57792e-05,0.1,0.6615422 +4141.4,4209.205,-0.004868532,1695.6522,8580000.0,5060.0,536250.0,,134048.0,3.55232e-05,0.1,0.60926634 +4154.5,4209.456,-0.0076621356,1695.6178,8590000.0,5066.0,536875.0,,134208.0,3.52672e-05,0.1,0.6845764 +4194.7,4209.793,-0.0029580754,1695.5836,8600000.0,5072.0,537500.0,,134368.0,3.50112e-05,0.1,0.6497215 +4232.2,4210.1816,-0.0014103188,1695.8834,8610000.0,5077.0,538125.0,,134528.0,3.47552e-05,0.1,0.5763202 +4191.7,4210.0874,-0.0021547286,1696.1826,8620000.0,5082.0,538750.0,,134656.0,3.45504e-05,0.1,0.5928872 +4156.2,4209.4424,-0.0057539875,1696.1478,8630000.0,5088.0,539375.0,,134816.0,3.42944e-05,0.1,0.6820389 +4178.2,4209.0425,-0.005978722,1696.113,8640000.0,5094.0,540000.0,,134976.0,3.40384e-05,0.1,0.6479008 +4229.9,4208.9565,-0.0042429008,1696.0785,8650000.0,5100.0,540625.0,,135136.0,3.37824e-05,0.1,0.68645287 +4231.1,4209.0454,-0.007313569,1696.3761,8660000.0,5105.0,541250.0,,135296.0,3.35264e-05,0.1,0.67813253 +4197.8,4208.5376,-0.0046330774,1696.3412,8670000.0,5111.0,541875.0,,135456.0,3.32704e-05,0.1,0.6362127 +4215.8,4209.078,-0.006672745,1696.638,8680000.0,5116.0,542500.0,,135616.0,3.30144e-05,0.1,0.67170346 +4219.4,4209.4883,-0.002172064,1696.6029,8690000.0,5122.0,543125.0,,135776.0,3.27584e-05,0.1,0.66342056 +4170.2,4208.428,-0.005039858,1696.5679,8700000.0,5128.0,543750.0,,135936.0,3.25024e-05,0.1,0.725693 +4172.0,4207.601,-0.009130498,1696.533,8710000.0,5134.0,544375.0,,136064.0,3.22976e-05,0.1,0.6879325 +4157.6,4207.1704,-0.00052036304,1696.498,8720000.0,5140.0,545000.0,,136224.0,3.20416e-05,0.1,0.6247307 +4185.0,4207.3447,-0.009451088,1696.4633,8730000.0,5146.0,545625.0,,136384.0,3.17856e-05,0.1,0.74625826 +4250.5,4208.2607,-0.008093638,1696.7579,8740000.0,5151.0,546250.0,,136544.0,3.15296e-05,0.1,0.6520312 +4257.0,4208.9487,-0.0010108822,1696.7229,8750000.0,5157.0,546875.0,,136704.0,3.12736e-05,0.1,0.630785 +4229.0,4209.45,-0.0027907079,1697.0166,8760000.0,5162.0,547500.0,,136864.0,3.10176e-05,0.1,0.6585443 +4215.0,4209.421,-0.0005717566,1696.9814,8770000.0,5168.0,548125.0,,137024.0,3.07616e-05,0.1,0.71921027 +4235.5,4209.882,-0.003398161,1697.2743,8780000.0,5173.0,548750.0,,137184.0,3.05056e-05,0.1,0.6183541 +4207.5,4209.585,-0.0056990823,1697.5667,8790000.0,5178.0,549375.0,,137312.0,3.03008e-05,0.1,0.6221523 +4203.5,4209.58,-0.0060976176,1697.8584,8800000.0,5183.0,550000.0,,137472.0,3.00448e-05,0.1,0.7571043 +4208.7,4209.5967,-0.0026068557,1697.8223,8810000.0,5189.0,550625.0,,137632.0,2.97888e-05,0.1,0.7286135 +4162.7,4209.53,-0.0027844962,1698.1132,8820000.0,5194.0,551250.0,,137792.0,2.95328e-05,0.1,0.6227953 +4158.4,4208.753,-0.0069396454,1698.0769,8830000.0,5200.0,551875.0,,137952.0,2.92768e-05,0.1,0.69590545 +4171.7,4208.109,-0.005098143,1698.367,8840000.0,5205.0,552500.0,,138112.0,2.90208e-05,0.1,0.6740124 +4198.0,4207.8696,-0.005034593,1698.3304,8850000.0,5211.0,553125.0,,138272.0,2.87648e-05,0.1,0.7312782 +4204.5,4208.4043,-0.006041084,1698.6196,8860000.0,5216.0,553750.0,,138432.0,2.85088e-05,0.1,0.72991186 +4196.7,4208.8247,-0.0061249305,1698.5829,8870000.0,5222.0,554375.0,,138592.0,2.82528e-05,0.1,0.6645554 +4157.4,4208.82,-0.006521338,1698.8712,8880000.0,5227.0,555000.0,,138720.0,2.8048e-05,0.1,0.6281198 +4201.6,4208.8657,0.0018918058,1699.159,8890000.0,5232.0,555625.0,,138880.0,2.7792e-05,0.1,0.7476042 +4192.3,4208.384,-0.006346126,1699.1218,8900000.0,5238.0,556250.0,,139040.0,2.7536e-05,0.1,0.68406355 +4215.7,4208.3413,0.012331883,1699.0847,8910000.0,5244.0,556875.0,,139200.0,2.728e-05,0.1,0.66132635 +4175.4,4207.998,-0.00018465392,1699.0476,8920000.0,5250.0,557500.0,,139360.0,2.7024e-05,0.1,0.61430347 +4166.5,4207.307,-0.0063641574,1699.0106,8930000.0,5256.0,558125.0,,139520.0,2.6768e-05,0.1,0.73146415 +4165.7,4206.213,0.0006766622,1698.9738,8940000.0,5262.0,558750.0,,139680.0,2.6512e-05,0.1,0.73353904 +4156.9,4205.419,-0.0050459253,1699.2595,8950000.0,5267.0,559375.0,,139840.0,2.6256e-05,0.1,0.71998394 +4138.4,4204.505,-0.0025941343,1699.2224,8960000.0,5273.0,560000.0,,140000.0,2.6e-05,0.1,0.6490239 +4124.0,4203.8,-0.0030691582,1699.5074,8970000.0,5278.0,560625.0,,140128.0,2.57952e-05,0.1,0.7178525 +4149.0,4202.886,-0.0028148904,1699.7917,8980000.0,5283.0,561250.0,,140288.0,2.55392e-05,0.1,0.69031966 +4131.2,4201.65,-0.0057848985,1699.7542,8990000.0,5289.0,561875.0,,140448.0,2.52832e-05,0.1,0.76778996 +4152.0,4200.5786,-0.004936632,1700.0377,9000000.0,5294.0,562500.0,,140608.0,2.50272e-05,0.1,0.6593009 +4191.0,4200.486,-0.00561155,1700.0,9010000.0,5300.0,563125.0,,140768.0,2.47712e-05,0.1,0.7390728 +4189.1,4200.569,0.009215751,1700.2827,9020000.0,5305.0,563750.0,,140928.0,2.45152e-05,0.1,0.5840183 +4232.1,4201.002,-0.0030833762,1700.2448,9030000.0,5311.0,564375.0,,141088.0,2.42592e-05,0.1,0.5667937 +4242.4,4200.9126,-0.0039034442,1700.5267,9040000.0,5316.0,565000.0,,141248.0,2.40032e-05,0.1,0.6473417 +4225.3,4200.7417,-0.0010473728,1700.8081,9050000.0,5321.0,565625.0,,141376.0,2.37984e-05,0.1,0.64136994 +4155.8,4200.2764,0.009637045,1700.7697,9060000.0,5327.0,566250.0,,141536.0,2.35424e-05,0.1,0.62575287 +4194.3,4200.8193,-0.0022545229,1700.7313,9070000.0,5333.0,566875.0,,141696.0,2.32864e-05,0.1,0.64207214 +4215.9,4201.417,-0.0036675937,1701.0116,9080000.0,5338.0,567500.0,,141856.0,2.30304e-05,0.1,0.6861839 +4204.5,4201.477,-0.0041196914,1700.973,9090000.0,5344.0,568125.0,,142016.0,2.27744e-05,0.1,0.7273356 +4232.0,4201.301,-0.009538208,1700.9346,9100000.0,5350.0,568750.0,,142176.0,2.25184e-05,0.1,0.7064968 +4214.7,4201.066,0.0074668694,1701.2139,9110000.0,5355.0,569375.0,,142336.0,2.22624e-05,0.1,0.5587741 +4161.4,4200.59,-0.005696484,1701.4926,9120000.0,5360.0,570000.0,,142496.0,2.20064e-05,0.1,0.7356826 +4118.4,4199.4287,-0.0065871216,1701.7708,9130000.0,5365.0,570625.0,,142656.0,2.17504e-05,0.1,0.7052414 +4153.6,4198.5146,-0.0038182505,1702.0485,9140000.0,5370.0,571250.0,,142784.0,2.15456e-05,0.1,0.6846582 +4229.1,4198.925,-0.0015082296,1702.0089,9150000.0,5376.0,571875.0,,142944.0,2.12896e-05,0.1,0.73136175 +4221.2,4199.1606,-0.0034786956,1702.2858,9160000.0,5381.0,572500.0,,143104.0,2.10336e-05,0.1,0.67923373 +4198.7,4199.5244,-0.0044978987,1702.2461,9170000.0,5387.0,573125.0,,143264.0,2.07776e-05,0.1,0.6566701 +4177.0,4199.5254,-0.0061738584,1702.5222,9180000.0,5392.0,573750.0,,143424.0,2.05216e-05,0.1,0.71250606 +4244.0,4200.4966,-0.0048887916,1702.7979,9190000.0,5397.0,574375.0,,143584.0,2.02656e-05,0.1,0.7286333 +4264.5,4201.955,-0.004435182,1702.7577,9200000.0,5403.0,575000.0,,143744.0,2.00096e-05,0.1,0.6797816 +4254.0,4203.188,-0.0032816231,1703.0326,9210000.0,5408.0,575625.0,,143904.0,1.97536e-05,0.1,0.67953646 +4256.0,4203.191,-0.0034743599,1703.3069,9220000.0,5413.0,576250.0,,144032.0,1.95488e-05,0.1,0.73995054 +4195.9,4202.313,-0.0013025182,1703.5807,9230000.0,5418.0,576875.0,,144192.0,1.92928e-05,0.1,0.65484524 +4192.4,4201.392,-0.0062012756,1703.854,9240000.0,5423.0,577500.0,,144352.0,1.90368e-05,0.1,0.78815925 +4181.5,4200.8354,-0.005734993,1703.8129,9250000.0,5429.0,578125.0,,144512.0,1.87808e-05,0.1,0.61949444 +4238.0,4200.5913,-0.0060743685,1704.0854,9260000.0,5434.0,578750.0,,144672.0,1.85248e-05,0.1,0.77361774 +4253.7,4200.646,-0.0012890825,1704.3574,9270000.0,5439.0,579375.0,,144832.0,1.82688e-05,0.1,0.6813769 +4248.7,4200.5474,-0.0036533235,1704.3159,9280000.0,5445.0,580000.0,,144992.0,1.80128e-05,0.1,0.6078905 +4225.7,4200.5947,-0.0048462157,1704.5872,9290000.0,5450.0,580625.0,,145152.0,1.77568e-05,0.1,0.6823812 +4249.7,4200.311,-0.0061938395,1704.8579,9300000.0,5455.0,581250.0,,145312.0,1.75008e-05,0.1,0.66197085 +4169.5,4199.2266,-0.00219201,1704.8159,9310000.0,5461.0,581875.0,,145440.0,1.7296e-05,0.1,0.6037589 +4119.0,4198.0146,-0.0017874963,1704.774,9320000.0,5467.0,582500.0,,145600.0,1.704e-05,0.1,0.6054007 +4065.5,4196.313,-0.0061907796,1705.0438,9330000.0,5472.0,583125.0,,145760.0,1.6784e-05,0.1,0.68036944 +4180.0,4195.984,0.00025497147,1705.0018,9340000.0,5478.0,583750.0,,145920.0,1.6528e-05,0.1,0.634887 +4263.0,4195.975,-0.00584265,1705.2709,9350000.0,5483.0,584375.0,,146080.0,1.6272e-05,0.1,0.77190185 +4256.2,4195.0376,-0.0044858395,1705.5393,9360000.0,5488.0,585000.0,,146240.0,1.6016e-05,0.1,0.61295676 +4209.4,4194.237,-0.005828281,1705.497,9370000.0,5494.0,585625.0,,146400.0,1.576e-05,0.1,0.75227135 +4211.4,4193.8086,-0.0048803687,1705.7646,9380000.0,5499.0,586250.0,,146560.0,1.5504e-05,0.1,0.66370356 +4186.4,4192.916,-0.0013996626,1706.032,9390000.0,5504.0,586875.0,,146688.0,1.52992e-05,0.1,0.7035303 +4185.9,4192.577,-0.006766014,1706.2988,9400000.0,5509.0,587500.0,,146848.0,1.50432e-05,0.1,0.7489861 +4180.2,4192.674,-0.0024416826,1706.2556,9410000.0,5515.0,588125.0,,147008.0,1.47872e-05,0.1,0.63007796 +4117.5,4192.402,-0.0026242202,1706.2126,9420000.0,5521.0,588750.0,,147168.0,1.45312e-05,0.1,0.62457585 +4148.0,4191.8306,-0.007351795,1706.4785,9430000.0,5526.0,589375.0,,147328.0,1.42752e-05,0.1,0.6960152 +4165.7,4191.342,-0.0010155264,1706.4353,9440000.0,5532.0,590000.0,,147488.0,1.40192e-05,0.1,0.6792129 +4186.7,4190.7827,-0.0070984643,1706.7004,9450000.0,5537.0,590625.0,,147648.0,1.37632e-05,0.1,0.7556755 +4168.5,4190.459,-0.0019766646,1706.965,9460000.0,5542.0,591250.0,,147808.0,1.35072e-05,0.1,0.6550001 +4216.5,4190.8267,0.0041815266,1706.9214,9470000.0,5548.0,591875.0,,147968.0,1.32512e-05,0.1,0.7302317 +4185.7,4190.9404,-0.0037305956,1707.1853,9480000.0,5553.0,592500.0,,148096.0,1.30464e-05,0.1,0.69658315 +4215.2,4191.3813,-0.00842181,1707.4487,9490000.0,5558.0,593125.0,,148256.0,1.27904e-05,0.1,0.7229785 +4261.5,4192.4326,-0.0019689458,1707.4048,9500000.0,5564.0,593750.0,,148416.0,1.25344e-05,0.1,0.65411377 +4239.7,4193.0835,-0.0059737116,1707.6675,9510000.0,5569.0,594375.0,,148576.0,1.22784e-05,0.1,0.7024672 +4220.2,4193.449,-0.00023938317,1707.6233,9520000.0,5575.0,595000.0,,148736.0,1.20224e-05,0.1,0.66346264 +4206.5,4193.9395,-0.002538552,1707.8853,9530000.0,5580.0,595625.0,,148896.0,1.17664e-05,0.1,0.68753505 +4239.0,4194.958,-0.0019331069,1707.8411,9540000.0,5586.0,596250.0,,149056.0,1.15104e-05,0.1,0.7764422 +4202.0,4195.861,-0.0041635153,1708.1023,9550000.0,5591.0,596875.0,,149216.0,1.12544e-05,0.1,0.67791677 +4220.0,4196.447,-0.0011028014,1708.3632,9560000.0,5596.0,597500.0,,149344.0,1.10496e-05,0.1,0.5873823 +4248.7,4196.8096,0.0029607895,1708.6234,9570000.0,5601.0,598125.0,,149504.0,1.07936e-05,0.1,0.7131289 +4213.7,4197.5327,-0.004878627,1708.8833,9580000.0,5606.0,598750.0,,149664.0,1.05376e-05,0.1,0.7544566 +4214.9,4198.1367,-0.0009367461,1708.8383,9590000.0,5612.0,599375.0,,149824.0,1.02816e-05,0.1,0.6357796 +4222.7,4198.4165,-0.0048038885,1709.0974,9600000.0,5617.0,600000.0,,149984.0,1.00256e-05,0.1,0.7899225 +4213.0,4198.2246,-0.0028613543,1709.3561,9610000.0,5622.0,600625.0,,150144.0,9.7696e-06,0.1,0.68599004 +4125.5,4197.563,-4.3303342e-05,1709.6144,9620000.0,5627.0,601250.0,,150304.0,9.5136e-06,0.1,0.68847495 +4136.0,4197.361,-0.005815912,1709.5686,9630000.0,5633.0,601875.0,,150464.0,9.2576e-06,0.1,0.67537904 +4158.9,4197.168,0.0042133415,1709.8262,9640000.0,5638.0,602500.0,,150624.0,9.0016e-06,0.1,0.70133424 +4198.1,4196.85,-0.003035028,1710.0833,9650000.0,5643.0,603125.0,,150752.0,8.7968e-06,0.1,0.7448006 +4182.0,4196.359,-0.0038895048,1710.34,9660000.0,5648.0,603750.0,,150912.0,8.5408e-06,0.1,0.62524974 +4148.1,4195.862,-0.003495498,1710.2936,9670000.0,5654.0,604375.0,,151072.0,8.2848e-06,0.1,0.6939453 +4146.2,4195.1655,-0.0040175365,1710.5496,9680000.0,5659.0,605000.0,,151232.0,8.0288e-06,0.1,0.72576594 +4132.7,4194.2983,-0.0038253404,1710.503,9690000.0,5665.0,605625.0,,151392.0,7.7728e-06,0.1,0.6452108 +4189.0,4194.4863,-0.0029602104,1710.7584,9700000.0,5670.0,606250.0,,151552.0,7.5168e-06,0.1,0.6320307 +4204.0,4194.8066,-0.0038602154,1711.0132,9710000.0,5675.0,606875.0,,151712.0,7.2608e-06,0.1,0.7493204 +4232.5,4195.5557,-0.004412366,1710.9664,9720000.0,5681.0,607500.0,,151872.0,7.0048e-06,0.1,0.66674674 +4151.0,4195.216,-0.002818439,1711.2206,9730000.0,5686.0,608125.0,,152000.0,6.8e-06,0.1,0.6404215 +4159.5,4194.306,-0.0036294467,1711.4742,9740000.0,5691.0,608750.0,,152160.0,6.544e-06,0.1,0.7082994 +4124.5,4192.981,-0.0017743362,1711.7275,9750000.0,5696.0,609375.0,,152320.0,6.288e-06,0.1,0.7178136 +4170.5,4192.396,-0.00012013523,1711.68,9760000.0,5702.0,610000.0,,152480.0,6.032e-06,0.1,0.68012726 +4141.8,4191.664,-0.0014084748,1711.6328,9770000.0,5708.0,610625.0,,152640.0,5.776e-06,0.1,0.7550772 +4149.8,4190.807,-0.0032758156,1711.8851,9780000.0,5713.0,611250.0,,152800.0,5.52e-06,0.1,0.675236 +4142.5,4190.157,-0.0014558682,1711.8378,9790000.0,5719.0,611875.0,,152960.0,5.264e-06,0.1,0.71784776 +4136.7,4189.4893,-0.001920311,1712.0895,9800000.0,5724.0,612500.0,,153120.0,5.008e-06,0.1,0.752704 +4220.7,4189.609,-0.005218157,1712.0419,9810000.0,5730.0,613125.0,,153280.0,4.752e-06,0.1,0.7721119 +4224.7,4190.2285,-0.0042919614,1711.9944,9820000.0,5736.0,613750.0,,153408.0,4.5472e-06,0.1,0.7002498 +4202.2,4190.666,0.00035690027,1712.2452,9830000.0,5741.0,614375.0,,153568.0,4.2912e-06,0.1,0.7178068 +4153.0,4190.4795,-0.0019262594,1712.1976,9840000.0,5747.0,615000.0,,153728.0,4.0352e-06,0.1,0.74932235 +4121.5,4189.715,-0.0010535842,1712.4479,9850000.0,5752.0,615625.0,,153888.0,3.7792e-06,0.1,0.68625546 +4138.5,4189.055,0.004254813,1712.1028,9860000.0,5759.0,616250.0,,154048.0,3.5232e-06,0.1,0.74458206 +4195.0,4189.0376,-0.0010375814,1712.3525,9870000.0,5764.0,616875.0,,154208.0,3.2672e-06,0.1,0.6505497 +4178.0,4189.2437,-0.0018831377,1712.6018,9880000.0,5769.0,617500.0,,154368.0,3.0112e-06,0.1,0.6633102 +4115.5,4188.3833,0.00021594149,1712.8507,9890000.0,5774.0,618125.0,,154528.0,2.7552e-06,0.1,0.70542467 +4146.5,4187.925,-0.0038032436,1713.0991,9900000.0,5779.0,618750.0,,154656.0,2.5504e-06,0.1,0.6714817 +4150.7,4187.275,0.0053794356,1713.3472,9910000.0,5784.0,619375.0,,154816.0,2.2944e-06,0.1,0.6390287 +4169.7,4187.2173,0.000868142,1713.2988,9920000.0,5790.0,620000.0,,154976.0,2.0384e-06,0.1,0.6119337 +4127.2,4186.824,-0.0039310297,1713.2505,9930000.0,5796.0,620625.0,,155136.0,1.7824e-06,0.1,0.7109436 +4151.5,4186.6826,-0.00038220847,1713.4977,9940000.0,5801.0,621250.0,,155296.0,1.5264e-06,0.1,0.69838065 +4114.0,4186.254,-0.002702356,1713.4493,9950000.0,5807.0,621875.0,,155456.0,1.2704e-06,0.1,0.7271474 +4154.0,4186.4097,-0.00036665454,1713.401,9960000.0,5813.0,622500.0,,155616.0,1.0144e-06,0.1,0.61105734 +4211.0,4187.28,-0.0020191073,1713.6473,9970000.0,5818.0,623125.0,,155776.0,7.584e-07,0.1,0.7599677 +4184.5,4187.635,-0.00065752387,1714.1876,9980000.0,5822.0,623750.0,,155936.0,5.024e-07,0.1,0.75332105 +4173.5,4188.0576,-0.004708095,1715.0215,9990000.0,5825.0,624375.0,,156064.0,2.976e-07,0.1,0.77826256 +4201.0,4188.5483,0.0017118517,1715.5602,10000000.0,5829.0,625000.0,,156224.0,4.16e-08,0.1,0.6291926 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..768f63720a1119a42234fd6f9e65d59e1b7cefe1 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 4188.54833984375, + "strength": 3164.01904296875, + "max_strength": 3669.699951171875, + "final_strength": 3483.199951171875, + "sample_efficiency": 2.9761201858491404e-07, + "training_efficiency": 1.9060855265706778e-05, + "stability": 0.9948940873146057 + }, + "local": { + "mean_returns": [ + 720.0, + 718.6956787109375, + 701.25, + 685.7446899414062, + 723.2000122070312, + 733.5999755859375, + 772.2000122070312, + 800.0, + 801.7999877929688, + 754.0, + 753.0, + 754.0, + 747.7999877929688, + 766.0, + 701.7999877929688, + 702.2000122070312, + 679.0, + 684.2000122070312, + 679.5999755859375, + 677.2000122070312, + 681.5999755859375, + 721.2000122070312, + 822.5999755859375, + 882.0, + 960.0, + 982.2000122070312, + 1030.199951171875, + 1049.199951171875, + 1061.800048828125, + 1126.5999755859375, + 1156.199951171875, + 1194.0, + 1218.5999755859375, + 1215.199951171875, + 1228.0, + 1257.4000244140625, + 1337.5999755859375, + 1442.0, + 1515.5999755859375, + 1563.0, + 1576.199951171875, + 1563.4000244140625, + 1689.800048828125, + 1746.4000244140625, + 1791.800048828125, + 1890.0, + 1931.5999755859375, + 2050.89990234375, + 2222.89990234375, + 2352.10009765625, + 2438.5, + 2499.699951171875, + 2629.10009765625, + 2667.300048828125, + 2762.5, + 2822.800048828125, + 2817.199951171875, + 2888.60009765625, + 2934.39990234375, + 2987.60009765625, + 3025.800048828125, + 3039.199951171875, + 3051.0, + 3068.39990234375, + 3057.800048828125, + 3100.800048828125, + 3151.5, + 3109.89990234375, + 3203.800048828125, + 3185.5, + 3139.39990234375, + 3141.5, + 3047.10009765625, + 3005.60009765625, + 2982.300048828125, + 2980.10009765625, + 3064.89990234375, + 3095.300048828125, + 3145.199951171875, + 3190.5, + 3140.800048828125, + 3236.89990234375, + 3211.10009765625, + 3221.5, + 3256.60009765625, + 3252.60009765625, + 3248.89990234375, + 3221.199951171875, + 3231.800048828125, + 3218.89990234375, + 3205.800048828125, + 3264.0, + 3226.39990234375, + 3242.300048828125, + 3215.199951171875, + 3111.300048828125, + 3042.60009765625, + 2998.0, + 3062.5, + 3067.0, + 3188.39990234375, + 3154.300048828125, + 3142.60009765625, + 3141.699951171875, + 3149.5, + 3169.89990234375, + 3179.39990234375, + 3141.199951171875, + 3104.10009765625, + 3119.699951171875, + 3109.10009765625, + 3094.10009765625, + 3099.39990234375, + 3126.5, + 3163.5, + 3215.199951171875, + 3210.10009765625, + 3221.300048828125, + 3211.10009765625, + 3217.199951171875, + 3220.39990234375, + 3270.89990234375, + 3253.5, + 3254.0, + 3257.800048828125, + 3190.699951171875, + 3228.89990234375, + 3234.10009765625, + 3259.89990234375, + 3283.39990234375, + 3290.10009765625, + 3273.60009765625, + 3242.300048828125, + 3217.199951171875, + 3159.10009765625, + 3167.699951171875, + 3206.89990234375, + 3254.0, + 3247.89990234375, + 3298.60009765625, + 3253.0, + 3289.0, + 3418.199951171875, + 3429.699951171875, + 3403.10009765625, + 3318.5, + 3354.300048828125, + 3330.5, + 3386.699951171875, + 3378.0, + 3416.699951171875, + 3412.10009765625, + 3446.699951171875, + 3506.199951171875, + 3566.699951171875, + 3623.699951171875, + 3654.699951171875, + 3652.60009765625, + 3647.0, + 3612.0, + 3496.0, + 3513.10009765625, + 3460.300048828125, + 3494.39990234375, + 3472.199951171875, + 3509.199951171875, + 3484.60009765625, + 3533.10009765625, + 3500.0, + 3499.60009765625, + 3443.60009765625, + 3389.800048828125, + 3502.800048828125, + 3586.60009765625, + 3579.300048828125, + 3541.60009765625, + 3498.699951171875, + 3462.199951171875, + 3544.300048828125, + 3605.89990234375, + 3628.199951171875, + 3575.300048828125, + 3562.5, + 3607.10009765625, + 3648.0, + 3537.10009765625, + 3571.0, + 3575.60009765625, + 3583.800048828125, + 3635.89990234375, + 3586.39990234375, + 3578.0, + 3511.699951171875, + 3546.800048828125, + 3484.39990234375, + 3553.0, + 3543.39990234375, + 3573.0, + 3674.300048828125, + 3687.89990234375, + 3795.60009765625, + 3757.300048828125, + 3754.60009765625, + 3857.800048828125, + 3922.89990234375, + 3993.39990234375, + 4020.60009765625, + 3953.300048828125, + 3909.199951171875, + 3876.699951171875, + 3840.10009765625, + 3873.5, + 3826.60009765625, + 3765.800048828125, + 3801.89990234375, + 3734.699951171875, + 3670.300048828125, + 3721.60009765625, + 3696.39990234375, + 3700.699951171875, + 3707.699951171875, + 3651.199951171875, + 3650.300048828125, + 3778.300048828125, + 3858.10009765625, + 3924.5, + 3921.39990234375, + 3814.39990234375, + 3797.60009765625, + 3862.10009765625, + 3901.199951171875, + 3900.10009765625, + 3970.10009765625, + 3971.10009765625, + 3961.300048828125, + 3999.39990234375, + 3954.39990234375, + 3934.39990234375, + 3892.89990234375, + 3862.800048828125, + 3903.699951171875, + 3938.10009765625, + 3888.199951171875, + 3892.89990234375, + 3893.300048828125, + 3861.5, + 3895.39990234375, + 3933.89990234375, + 3873.0, + 3840.89990234375, + 3765.89990234375, + 3861.800048828125, + 3848.39990234375, + 3957.10009765625, + 3943.199951171875, + 3999.39990234375, + 3966.699951171875, + 3966.89990234375, + 3974.5, + 4076.5, + 4099.7998046875, + 4081.300048828125, + 3979.39990234375, + 3931.60009765625, + 3820.800048828125, + 3901.39990234375, + 3929.89990234375, + 4041.60009765625, + 4055.39990234375, + 4018.60009765625, + 3957.10009765625, + 3995.800048828125, + 3971.10009765625, + 3943.199951171875, + 3888.89990234375, + 4010.300048828125, + 4108.10009765625, + 4112.10009765625, + 4071.800048828125, + 4099.5, + 4141.10009765625, + 4142.2998046875, + 4085.199951171875, + 4071.10009765625, + 4025.800048828125, + 3954.39990234375, + 4038.89990234375, + 4094.60009765625, + 4197.5, + 4125.0, + 4117.2998046875, + 3993.60009765625, + 4048.39990234375, + 4089.199951171875, + 4234.89990234375, + 4167.60009765625, + 4161.2001953125, + 4066.800048828125, + 4089.0, + 4028.39990234375, + 4028.39990234375, + 3942.0, + 3900.89990234375, + 3905.5, + 4019.10009765625, + 4055.300048828125, + 4097.39990234375, + 4057.10009765625, + 4073.89990234375, + 4056.89990234375, + 4035.10009765625, + 4054.199951171875, + 4079.300048828125, + 4080.199951171875, + 4085.300048828125, + 4044.5, + 4152.2001953125, + 4111.60009765625, + 4145.2001953125, + 4103.7001953125, + 4159.0, + 4153.7998046875, + 4226.7001953125, + 4239.5, + 4213.7001953125, + 4130.7001953125, + 4039.10009765625, + 4069.60009765625, + 4039.89990234375, + 4109.89990234375, + 4187.89990234375, + 4132.60009765625, + 4116.0, + 4100.10009765625, + 4136.60009765625, + 4140.60009765625, + 4151.89990234375, + 4159.60009765625, + 4116.7001953125, + 4094.5, + 4103.39990234375, + 4047.39990234375, + 4116.2001953125, + 4138.39990234375, + 4257.10009765625, + 4196.89990234375, + 4170.5, + 4180.5, + 4252.89990234375, + 4233.5, + 4257.5, + 4159.89990234375, + 4180.5, + 4113.60009765625, + 4120.7001953125, + 4113.60009765625, + 4157.7998046875, + 4182.89990234375, + 4137.60009765625, + 4164.89990234375, + 4194.2998046875, + 4206.2998046875, + 4206.39990234375, + 4223.7001953125, + 4285.89990234375, + 4278.5, + 4260.0, + 4288.0, + 4258.89990234375, + 4219.2001953125, + 4167.0, + 4217.39990234375, + 4172.2998046875, + 4215.60009765625, + 4135.5, + 4170.60009765625, + 4125.7998046875, + 4139.2001953125, + 4123.89990234375, + 4190.60009765625, + 4227.0, + 4238.7001953125, + 4194.2001953125, + 4136.89990234375, + 4116.60009765625, + 4093.300048828125, + 4152.39990234375, + 4178.2001953125, + 4255.10009765625, + 4265.39990234375, + 4242.7001953125, + 4177.39990234375, + 4229.2998046875, + 4214.2998046875, + 4236.2998046875, + 4165.10009765625, + 4215.7998046875, + 4189.89990234375, + 4189.2001953125, + 4134.39990234375, + 4142.89990234375, + 4228.10009765625, + 4122.2998046875, + 4119.89990234375, + 4081.89990234375, + 4121.10009765625, + 4133.2998046875, + 4179.10009765625, + 4261.10009765625, + 4337.60009765625, + 4248.2998046875, + 4220.5, + 4203.7001953125, + 4260.10009765625, + 4235.7998046875, + 4135.60009765625, + 4146.5, + 4253.10009765625, + 4226.0, + 4188.7998046875, + 4153.89990234375, + 4150.89990234375, + 4184.0, + 4150.5, + 4200.39990234375, + 4194.60009765625, + 4228.2998046875, + 4215.10009765625, + 4212.10009765625, + 4163.10009765625, + 4156.0, + 4152.7998046875, + 4132.2001953125, + 4213.5, + 4223.2998046875, + 4283.7001953125, + 4271.39990234375, + 4232.2001953125, + 4261.0, + 4235.89990234375, + 4228.39990234375, + 4203.60009765625, + 4166.89990234375, + 4224.7998046875, + 4224.7998046875, + 4165.7998046875, + 4146.5, + 4198.2998046875, + 4171.2001953125, + 4190.60009765625, + 4206.7001953125, + 4195.0, + 4167.2998046875, + 4141.2998046875, + 4129.10009765625, + 4190.60009765625, + 4268.60009765625, + 4282.5, + 4248.2998046875, + 4204.10009765625, + 4243.5, + 4266.7001953125, + 4251.0, + 4259.0, + 4273.2001953125, + 4280.89990234375, + 4275.39990234375, + 4157.2001953125, + 4232.89990234375, + 4192.5, + 4263.7001953125, + 4186.2001953125, + 4160.89990234375, + 4213.10009765625, + 4272.60009765625, + 4292.60009765625, + 4260.89990234375, + 4211.2001953125, + 4243.10009765625, + 4233.10009765625, + 4254.7001953125, + 4285.0, + 4387.5, + 4268.39990234375, + 4227.89990234375, + 4224.0, + 4254.2001953125, + 4299.2998046875, + 4316.0, + 4327.2998046875, + 4253.10009765625, + 4229.5, + 4198.60009765625, + 4165.5, + 4187.5, + 4247.7001953125, + 4210.89990234375, + 4244.0, + 4221.2998046875, + 4231.0, + 4214.10009765625, + 4233.7001953125, + 4214.7001953125, + 4252.7001953125, + 4241.89990234375, + 4193.5, + 4103.60009765625, + 4098.2001953125, + 4079.5, + 4110.0, + 4130.5, + 4122.2001953125, + 4203.5, + 4166.5, + 4133.2998046875, + 4161.2001953125, + 4174.10009765625, + 4140.0, + 4191.2001953125, + 4226.10009765625, + 4223.10009765625, + 4212.7001953125, + 4214.39990234375, + 4180.10009765625, + 4103.2001953125, + 4117.39990234375, + 4136.5, + 4151.89990234375, + 4156.10009765625, + 4146.5, + 4170.7001953125, + 4158.7998046875, + 4159.2998046875, + 4205.5, + 4210.60009765625, + 4096.60009765625, + 4171.39990234375, + 4192.0, + 4225.5, + 4201.39990234375, + 4174.7998046875, + 4159.89990234375, + 4104.89990234375, + 4112.7001953125, + 4116.7001953125, + 4189.7998046875, + 4184.0, + 4228.7001953125, + 4217.89990234375, + 4195.2001953125, + 4226.5, + 4159.0, + 4200.5, + 4181.2001953125, + 4178.2998046875, + 4126.60009765625, + 4226.39990234375, + 4304.39990234375, + 4273.5, + 4275.60009765625, + 4272.2998046875, + 4220.39990234375, + 4223.60009765625, + 4210.7998046875, + 4238.7998046875, + 4296.10009765625, + 4263.2001953125, + 4275.0, + 4259.7998046875, + 4197.89990234375, + 4274.10009765625, + 4280.89990234375, + 4303.89990234375, + 4250.7998046875, + 4235.7998046875, + 4254.10009765625, + 4246.2001953125, + 4328.2001953125, + 4318.5, + 4299.5, + 4256.39990234375, + 4287.2998046875, + 4287.0, + 4266.89990234375, + 4280.7001953125, + 4246.0, + 4261.2001953125, + 4233.2001953125, + 4251.89990234375, + 4217.2998046875, + 4205.0, + 4256.2998046875, + 4292.60009765625, + 4202.39990234375, + 4147.60009765625, + 4201.10009765625, + 4308.10009765625, + 4304.2001953125, + 4246.5, + 4219.0, + 4164.2998046875, + 4211.5, + 4264.2001953125, + 4290.5, + 4312.7001953125, + 4294.89990234375, + 4310.10009765625, + 4289.39990234375, + 4248.0, + 4276.0, + 4238.39990234375, + 4222.39990234375, + 4262.2001953125, + 4216.7001953125, + 4175.89990234375, + 4166.5, + 4251.39990234375, + 4280.2998046875, + 4317.89990234375, + 4318.2001953125, + 4288.7998046875, + 4238.7998046875, + 4207.2001953125, + 4202.89990234375, + 4198.0, + 4168.0, + 4194.2001953125, + 4206.2001953125, + 4209.60009765625, + 4212.7998046875, + 4286.7001953125, + 4258.89990234375, + 4236.89990234375, + 4255.39990234375, + 4244.89990234375, + 4244.5, + 4219.10009765625, + 4190.10009765625, + 4159.10009765625, + 4181.39990234375, + 4230.2001953125, + 4205.89990234375, + 4168.0, + 4178.60009765625, + 4196.0, + 4264.7001953125, + 4268.2001953125, + 4225.0, + 4195.7001953125, + 4147.0, + 4146.7998046875, + 4107.7998046875, + 4154.2998046875, + 4229.7001953125, + 4268.7001953125, + 4244.7001953125, + 4198.89990234375, + 4150.89990234375, + 4176.0, + 4123.7998046875, + 4170.7998046875, + 4273.60009765625, + 4190.10009765625, + 4139.7001953125, + 4174.10009765625, + 4240.7001953125, + 4271.2001953125, + 4245.0, + 4155.7001953125, + 4173.39990234375, + 4263.39990234375, + 4329.7001953125, + 4330.2001953125, + 4284.2001953125, + 4189.89990234375, + 4242.7001953125, + 4255.0, + 4275.5, + 4284.2001953125, + 4238.7001953125, + 4250.2001953125, + 4210.2001953125, + 4221.7001953125, + 4233.2998046875, + 4251.7998046875, + 4224.10009765625, + 4168.2001953125, + 4240.60009765625, + 4264.60009765625, + 4215.7998046875, + 4235.2998046875, + 4246.60009765625, + 4224.39990234375, + 4241.60009765625, + 4276.39990234375, + 4315.7001953125, + 4318.39990234375, + 4265.39990234375, + 4232.7001953125, + 4209.0, + 4200.2998046875, + 4248.2998046875, + 4283.60009765625, + 4368.7998046875, + 4340.7001953125, + 4262.39990234375, + 4179.89990234375, + 4167.5, + 4274.0, + 4314.5, + 4318.5, + 4273.89990234375, + 4303.10009765625, + 4202.10009765625, + 4219.7001953125, + 4159.89990234375, + 4204.89990234375, + 4191.5, + 4222.60009765625, + 4207.10009765625, + 4214.2001953125, + 4210.7001953125, + 4196.2001953125, + 4232.60009765625, + 4266.89990234375, + 4228.89990234375, + 4207.89990234375, + 4228.0, + 4187.5, + 4208.5, + 4232.5, + 4258.7001953125, + 4236.39990234375, + 4218.89990234375, + 4190.39990234375, + 4188.7001953125, + 4115.2001953125, + 4105.0, + 4178.0, + 4227.7001953125, + 4162.89990234375, + 4142.2998046875, + 4151.39990234375, + 4123.7001953125, + 4137.2001953125, + 4125.7001953125, + 4167.0, + 4190.10009765625, + 4215.2998046875, + 4239.39990234375, + 4189.89990234375, + 4202.7001953125, + 4197.2001953125, + 4128.7001953125, + 4137.5, + 4194.0, + 4198.7001953125, + 4189.2001953125, + 4129.39990234375, + 4161.0, + 4193.2998046875, + 4201.10009765625, + 4220.7001953125, + 4218.2001953125, + 4238.5, + 4222.2001953125, + 4248.60009765625, + 4161.7998046875, + 4178.39990234375, + 4276.2001953125, + 4254.7001953125, + 4200.60009765625, + 4167.60009765625, + 4158.89990234375, + 4188.2001953125, + 4178.89990234375, + 4217.89990234375, + 4189.39990234375, + 4237.2001953125, + 4204.0, + 4207.0, + 4169.39990234375, + 4236.10009765625, + 4236.10009765625, + 4221.89990234375, + 4151.10009765625, + 4154.60009765625, + 4157.89990234375, + 4197.0, + 4240.5, + 4220.0, + 4209.7001953125, + 4235.60009765625, + 4275.10009765625, + 4236.2998046875, + 4229.7998046875, + 4194.5, + 4240.39990234375, + 4254.7998046875, + 4259.10009765625, + 4200.2998046875, + 4180.7998046875, + 4188.7998046875, + 4251.2998046875, + 4242.39990234375, + 4202.39990234375, + 4140.0, + 4156.10009765625, + 4198.5, + 4249.60009765625, + 4238.2001953125, + 4209.0, + 4234.5, + 4245.0, + 4188.10009765625, + 4197.60009765625, + 4162.2998046875, + 4176.89990234375, + 4146.89990234375, + 4118.7001953125, + 4130.7001953125, + 4255.7001953125, + 4283.7001953125, + 4284.5, + 4237.2001953125, + 4262.39990234375, + 4248.2001953125, + 4258.5, + 4221.0, + 4278.0, + 4278.0, + 4240.2001953125, + 4235.7001953125, + 4212.89990234375, + 4263.89990234375, + 4349.89990234375, + 4289.5, + 4254.2001953125, + 4275.7001953125, + 4219.7998046875, + 4170.5, + 4144.7001953125, + 4205.10009765625, + 4214.60009765625, + 4242.60009765625, + 4200.89990234375, + 4179.7001953125, + 4174.2998046875, + 4171.10009765625, + 4156.39990234375, + 4174.60009765625, + 4183.60009765625, + 4157.5, + 4137.2001953125, + 4111.7001953125, + 4161.39990234375, + 4212.39990234375, + 4141.39990234375, + 4154.5, + 4194.7001953125, + 4232.2001953125, + 4191.7001953125, + 4156.2001953125, + 4178.2001953125, + 4229.89990234375, + 4231.10009765625, + 4197.7998046875, + 4215.7998046875, + 4219.39990234375, + 4170.2001953125, + 4172.0, + 4157.60009765625, + 4185.0, + 4250.5, + 4257.0, + 4229.0, + 4215.0, + 4235.5, + 4207.5, + 4203.5, + 4208.7001953125, + 4162.7001953125, + 4158.39990234375, + 4171.7001953125, + 4198.0, + 4204.5, + 4196.7001953125, + 4157.39990234375, + 4201.60009765625, + 4192.2998046875, + 4215.7001953125, + 4175.39990234375, + 4166.5, + 4165.7001953125, + 4156.89990234375, + 4138.39990234375, + 4124.0, + 4149.0, + 4131.2001953125, + 4152.0, + 4191.0, + 4189.10009765625, + 4232.10009765625, + 4242.39990234375, + 4225.2998046875, + 4155.7998046875, + 4194.2998046875, + 4215.89990234375, + 4204.5, + 4232.0, + 4214.7001953125, + 4161.39990234375, + 4118.39990234375, + 4153.60009765625, + 4229.10009765625, + 4221.2001953125, + 4198.7001953125, + 4177.0, + 4244.0, + 4264.5, + 4254.0, + 4256.0, + 4195.89990234375, + 4192.39990234375, + 4181.5, + 4238.0, + 4253.7001953125, + 4248.7001953125, + 4225.7001953125, + 4249.7001953125, + 4169.5, + 4119.0, + 4065.5, + 4180.0, + 4263.0, + 4256.2001953125, + 4209.39990234375, + 4211.39990234375, + 4186.39990234375, + 4185.89990234375, + 4180.2001953125, + 4117.5, + 4148.0, + 4165.7001953125, + 4186.7001953125, + 4168.5, + 4216.5, + 4185.7001953125, + 4215.2001953125, + 4261.5, + 4239.7001953125, + 4220.2001953125, + 4206.5, + 4239.0, + 4202.0, + 4220.0, + 4248.7001953125, + 4213.7001953125, + 4214.89990234375, + 4222.7001953125, + 4213.0, + 4125.5, + 4136.0, + 4158.89990234375, + 4198.10009765625, + 4182.0, + 4148.10009765625, + 4146.2001953125, + 4132.7001953125, + 4189.0, + 4204.0, + 4232.5, + 4151.0, + 4159.5, + 4124.5, + 4170.5, + 4141.7998046875, + 4149.7998046875, + 4142.5, + 4136.7001953125, + 4220.7001953125, + 4224.7001953125, + 4202.2001953125, + 4153.0, + 4121.5, + 4138.5, + 4195.0, + 4178.0, + 4115.5, + 4146.5, + 4150.7001953125, + 4169.7001953125, + 4127.2001953125, + 4151.5, + 4114.0, + 4154.0, + 4211.0, + 4184.5, + 4173.5, + 4201.0 + ], + "strengths": [ + 2.20001220703125, + 0.89569091796875, + -16.54998779296875, + -32.0552978515625, + 5.4000244140625, + 15.79998779296875, + 54.4000244140625, + 82.20001220703125, + 84.0, + 36.20001220703125, + 35.20001220703125, + 36.20001220703125, + 30.0, + 48.20001220703125, + -16.0, + -15.5999755859375, + -38.79998779296875, + -33.5999755859375, + -38.20001220703125, + -40.5999755859375, + -36.20001220703125, + 3.4000244140625, + 104.79998779296875, + 164.20001220703125, + 242.20001220703125, + 264.4000244140625, + 312.39996337890625, + 331.39996337890625, + 344.00006103515625, + 408.79998779296875, + 438.39996337890625, + 476.20001220703125, + 500.79998779296875, + 497.39996337890625, + 510.20001220703125, + 539.6000366210938, + 619.7999877929688, + 724.2000122070312, + 797.7999877929688, + 845.2000122070312, + 858.3999633789062, + 845.6000366210938, + 972.0000610351562, + 1028.60009765625, + 1074.0, + 1172.199951171875, + 1213.800048828125, + 1333.099853515625, + 1505.099853515625, + 1634.300048828125, + 1720.699951171875, + 1781.89990234375, + 1911.300048828125, + 1949.5, + 2044.699951171875, + 2105.0, + 2099.39990234375, + 2170.800048828125, + 2216.599853515625, + 2269.800048828125, + 2308.0, + 2321.39990234375, + 2333.199951171875, + 2350.599853515625, + 2340.0, + 2383.0, + 2433.699951171875, + 2392.099853515625, + 2486.0, + 2467.699951171875, + 2421.599853515625, + 2423.699951171875, + 2329.300048828125, + 2287.800048828125, + 2264.5, + 2262.300048828125, + 2347.099853515625, + 2377.5, + 2427.39990234375, + 2472.699951171875, + 2423.0, + 2519.099853515625, + 2493.300048828125, + 2503.699951171875, + 2538.800048828125, + 2534.800048828125, + 2531.099853515625, + 2503.39990234375, + 2514.0, + 2501.099853515625, + 2488.0, + 2546.199951171875, + 2508.599853515625, + 2524.5, + 2497.39990234375, + 2393.5, + 2324.800048828125, + 2280.199951171875, + 2344.699951171875, + 2349.199951171875, + 2470.599853515625, + 2436.5, + 2424.800048828125, + 2423.89990234375, + 2431.699951171875, + 2452.099853515625, + 2461.599853515625, + 2423.39990234375, + 2386.300048828125, + 2401.89990234375, + 2391.300048828125, + 2376.300048828125, + 2381.599853515625, + 2408.699951171875, + 2445.699951171875, + 2497.39990234375, + 2492.300048828125, + 2503.5, + 2493.300048828125, + 2499.39990234375, + 2502.599853515625, + 2553.099853515625, + 2535.699951171875, + 2536.199951171875, + 2540.0, + 2472.89990234375, + 2511.099853515625, + 2516.300048828125, + 2542.099853515625, + 2565.599853515625, + 2572.300048828125, + 2555.800048828125, + 2524.5, + 2499.39990234375, + 2441.300048828125, + 2449.89990234375, + 2489.099853515625, + 2536.199951171875, + 2530.099853515625, + 2580.800048828125, + 2535.199951171875, + 2571.199951171875, + 2700.39990234375, + 2711.89990234375, + 2685.300048828125, + 2600.699951171875, + 2636.5, + 2612.699951171875, + 2668.89990234375, + 2660.199951171875, + 2698.89990234375, + 2694.300048828125, + 2728.89990234375, + 2788.39990234375, + 2848.89990234375, + 2905.89990234375, + 2936.89990234375, + 2934.800048828125, + 2929.199951171875, + 2894.199951171875, + 2778.199951171875, + 2795.300048828125, + 2742.5, + 2776.599853515625, + 2754.39990234375, + 2791.39990234375, + 2766.800048828125, + 2815.300048828125, + 2782.199951171875, + 2781.800048828125, + 2725.800048828125, + 2672.0, + 2785.0, + 2868.800048828125, + 2861.5, + 2823.800048828125, + 2780.89990234375, + 2744.39990234375, + 2826.5, + 2888.099853515625, + 2910.39990234375, + 2857.5, + 2844.699951171875, + 2889.300048828125, + 2930.199951171875, + 2819.300048828125, + 2853.199951171875, + 2857.800048828125, + 2866.0, + 2918.099853515625, + 2868.599853515625, + 2860.199951171875, + 2793.89990234375, + 2829.0, + 2766.599853515625, + 2835.199951171875, + 2825.599853515625, + 2855.199951171875, + 2956.5, + 2970.099853515625, + 3077.800048828125, + 3039.5, + 3036.800048828125, + 3140.0, + 3205.099853515625, + 3275.599853515625, + 3302.800048828125, + 3235.5, + 3191.39990234375, + 3158.89990234375, + 3122.300048828125, + 3155.699951171875, + 3108.800048828125, + 3048.0, + 3084.099853515625, + 3016.89990234375, + 2952.5, + 3003.800048828125, + 2978.599853515625, + 2982.89990234375, + 2989.89990234375, + 2933.39990234375, + 2932.5, + 3060.5, + 3140.300048828125, + 3206.699951171875, + 3203.599853515625, + 3096.599853515625, + 3079.800048828125, + 3144.300048828125, + 3183.39990234375, + 3182.300048828125, + 3252.300048828125, + 3253.300048828125, + 3243.5, + 3281.599853515625, + 3236.599853515625, + 3216.599853515625, + 3175.099853515625, + 3145.0, + 3185.89990234375, + 3220.300048828125, + 3170.39990234375, + 3175.099853515625, + 3175.5, + 3143.699951171875, + 3177.599853515625, + 3216.099853515625, + 3155.199951171875, + 3123.099853515625, + 3048.099853515625, + 3144.0, + 3130.599853515625, + 3239.300048828125, + 3225.39990234375, + 3281.599853515625, + 3248.89990234375, + 3249.099853515625, + 3256.699951171875, + 3358.699951171875, + 3381.999755859375, + 3363.5, + 3261.599853515625, + 3213.800048828125, + 3103.0, + 3183.599853515625, + 3212.099853515625, + 3323.800048828125, + 3337.599853515625, + 3300.800048828125, + 3239.300048828125, + 3278.0, + 3253.300048828125, + 3225.39990234375, + 3171.099853515625, + 3292.5, + 3390.300048828125, + 3394.300048828125, + 3354.0, + 3381.699951171875, + 3423.300048828125, + 3424.499755859375, + 3367.39990234375, + 3353.300048828125, + 3308.0, + 3236.599853515625, + 3321.099853515625, + 3376.800048828125, + 3479.699951171875, + 3407.199951171875, + 3399.499755859375, + 3275.800048828125, + 3330.599853515625, + 3371.39990234375, + 3517.099853515625, + 3449.800048828125, + 3443.400146484375, + 3349.0, + 3371.199951171875, + 3310.599853515625, + 3310.599853515625, + 3224.199951171875, + 3183.099853515625, + 3187.699951171875, + 3301.300048828125, + 3337.5, + 3379.599853515625, + 3339.300048828125, + 3356.099853515625, + 3339.099853515625, + 3317.300048828125, + 3336.39990234375, + 3361.5, + 3362.39990234375, + 3367.5, + 3326.699951171875, + 3434.400146484375, + 3393.800048828125, + 3427.400146484375, + 3385.900146484375, + 3441.199951171875, + 3435.999755859375, + 3508.900146484375, + 3521.699951171875, + 3495.900146484375, + 3412.900146484375, + 3321.300048828125, + 3351.800048828125, + 3322.099853515625, + 3392.099853515625, + 3470.099853515625, + 3414.800048828125, + 3398.199951171875, + 3382.300048828125, + 3418.800048828125, + 3422.800048828125, + 3434.099853515625, + 3441.800048828125, + 3398.900146484375, + 3376.699951171875, + 3385.599853515625, + 3329.599853515625, + 3398.400146484375, + 3420.599853515625, + 3539.300048828125, + 3479.099853515625, + 3452.699951171875, + 3462.699951171875, + 3535.099853515625, + 3515.699951171875, + 3539.699951171875, + 3442.099853515625, + 3462.699951171875, + 3395.800048828125, + 3402.900146484375, + 3395.800048828125, + 3439.999755859375, + 3465.099853515625, + 3419.800048828125, + 3447.099853515625, + 3476.499755859375, + 3488.499755859375, + 3488.599853515625, + 3505.900146484375, + 3568.099853515625, + 3560.699951171875, + 3542.199951171875, + 3570.199951171875, + 3541.099853515625, + 3501.400146484375, + 3449.199951171875, + 3499.599853515625, + 3454.499755859375, + 3497.800048828125, + 3417.699951171875, + 3452.800048828125, + 3407.999755859375, + 3421.400146484375, + 3406.099853515625, + 3472.800048828125, + 3509.199951171875, + 3520.900146484375, + 3476.400146484375, + 3419.099853515625, + 3398.800048828125, + 3375.5, + 3434.599853515625, + 3460.400146484375, + 3537.300048828125, + 3547.599853515625, + 3524.900146484375, + 3459.599853515625, + 3511.499755859375, + 3496.499755859375, + 3518.499755859375, + 3447.300048828125, + 3497.999755859375, + 3472.099853515625, + 3471.400146484375, + 3416.599853515625, + 3425.099853515625, + 3510.300048828125, + 3404.499755859375, + 3402.099853515625, + 3364.099853515625, + 3403.300048828125, + 3415.499755859375, + 3461.300048828125, + 3543.300048828125, + 3619.800048828125, + 3530.499755859375, + 3502.699951171875, + 3485.900146484375, + 3542.300048828125, + 3517.999755859375, + 3417.800048828125, + 3428.699951171875, + 3535.300048828125, + 3508.199951171875, + 3470.999755859375, + 3436.099853515625, + 3433.099853515625, + 3466.199951171875, + 3432.699951171875, + 3482.599853515625, + 3476.800048828125, + 3510.499755859375, + 3497.300048828125, + 3494.300048828125, + 3445.300048828125, + 3438.199951171875, + 3434.999755859375, + 3414.400146484375, + 3495.699951171875, + 3505.499755859375, + 3565.900146484375, + 3553.599853515625, + 3514.400146484375, + 3543.199951171875, + 3518.099853515625, + 3510.599853515625, + 3485.800048828125, + 3449.099853515625, + 3506.999755859375, + 3506.999755859375, + 3447.999755859375, + 3428.699951171875, + 3480.499755859375, + 3453.400146484375, + 3472.800048828125, + 3488.900146484375, + 3477.199951171875, + 3449.499755859375, + 3423.499755859375, + 3411.300048828125, + 3472.800048828125, + 3550.800048828125, + 3564.699951171875, + 3530.499755859375, + 3486.300048828125, + 3525.699951171875, + 3548.900146484375, + 3533.199951171875, + 3541.199951171875, + 3555.400146484375, + 3563.099853515625, + 3557.599853515625, + 3439.400146484375, + 3515.099853515625, + 3474.699951171875, + 3545.900146484375, + 3468.400146484375, + 3443.099853515625, + 3495.300048828125, + 3554.800048828125, + 3574.800048828125, + 3543.099853515625, + 3493.400146484375, + 3525.300048828125, + 3515.300048828125, + 3536.900146484375, + 3567.199951171875, + 3669.699951171875, + 3550.599853515625, + 3510.099853515625, + 3506.199951171875, + 3536.400146484375, + 3581.499755859375, + 3598.199951171875, + 3609.499755859375, + 3535.300048828125, + 3511.699951171875, + 3480.800048828125, + 3447.699951171875, + 3469.699951171875, + 3529.900146484375, + 3493.099853515625, + 3526.199951171875, + 3503.499755859375, + 3513.199951171875, + 3496.300048828125, + 3515.900146484375, + 3496.900146484375, + 3534.900146484375, + 3524.099853515625, + 3475.699951171875, + 3385.800048828125, + 3380.400146484375, + 3361.699951171875, + 3392.199951171875, + 3412.699951171875, + 3404.400146484375, + 3485.699951171875, + 3448.699951171875, + 3415.499755859375, + 3443.400146484375, + 3456.300048828125, + 3422.199951171875, + 3473.400146484375, + 3508.300048828125, + 3505.300048828125, + 3494.900146484375, + 3496.599853515625, + 3462.300048828125, + 3385.400146484375, + 3399.599853515625, + 3418.699951171875, + 3434.099853515625, + 3438.300048828125, + 3428.699951171875, + 3452.900146484375, + 3440.999755859375, + 3441.499755859375, + 3487.699951171875, + 3492.800048828125, + 3378.800048828125, + 3453.599853515625, + 3474.199951171875, + 3507.699951171875, + 3483.599853515625, + 3456.999755859375, + 3442.099853515625, + 3387.099853515625, + 3394.900146484375, + 3398.900146484375, + 3471.999755859375, + 3466.199951171875, + 3510.900146484375, + 3500.099853515625, + 3477.400146484375, + 3508.699951171875, + 3441.199951171875, + 3482.699951171875, + 3463.400146484375, + 3460.499755859375, + 3408.800048828125, + 3508.599853515625, + 3586.599853515625, + 3555.699951171875, + 3557.800048828125, + 3554.499755859375, + 3502.599853515625, + 3505.800048828125, + 3492.999755859375, + 3520.999755859375, + 3578.300048828125, + 3545.400146484375, + 3557.199951171875, + 3541.999755859375, + 3480.099853515625, + 3556.300048828125, + 3563.099853515625, + 3586.099853515625, + 3532.999755859375, + 3517.999755859375, + 3536.300048828125, + 3528.400146484375, + 3610.400146484375, + 3600.699951171875, + 3581.699951171875, + 3538.599853515625, + 3569.499755859375, + 3569.199951171875, + 3549.099853515625, + 3562.900146484375, + 3528.199951171875, + 3543.400146484375, + 3515.400146484375, + 3534.099853515625, + 3499.499755859375, + 3487.199951171875, + 3538.499755859375, + 3574.800048828125, + 3484.599853515625, + 3429.800048828125, + 3483.300048828125, + 3590.300048828125, + 3586.400146484375, + 3528.699951171875, + 3501.199951171875, + 3446.499755859375, + 3493.699951171875, + 3546.400146484375, + 3572.699951171875, + 3594.900146484375, + 3577.099853515625, + 3592.300048828125, + 3571.599853515625, + 3530.199951171875, + 3558.199951171875, + 3520.599853515625, + 3504.599853515625, + 3544.400146484375, + 3498.900146484375, + 3458.099853515625, + 3448.699951171875, + 3533.599853515625, + 3562.499755859375, + 3600.099853515625, + 3600.400146484375, + 3570.999755859375, + 3520.999755859375, + 3489.400146484375, + 3485.099853515625, + 3480.199951171875, + 3450.199951171875, + 3476.400146484375, + 3488.400146484375, + 3491.800048828125, + 3494.999755859375, + 3568.900146484375, + 3541.099853515625, + 3519.099853515625, + 3537.599853515625, + 3527.099853515625, + 3526.699951171875, + 3501.300048828125, + 3472.300048828125, + 3441.300048828125, + 3463.599853515625, + 3512.400146484375, + 3488.099853515625, + 3450.199951171875, + 3460.800048828125, + 3478.199951171875, + 3546.900146484375, + 3550.400146484375, + 3507.199951171875, + 3477.900146484375, + 3429.199951171875, + 3428.999755859375, + 3389.999755859375, + 3436.499755859375, + 3511.900146484375, + 3550.900146484375, + 3526.900146484375, + 3481.099853515625, + 3433.099853515625, + 3458.199951171875, + 3405.999755859375, + 3452.999755859375, + 3555.800048828125, + 3472.300048828125, + 3421.900146484375, + 3456.300048828125, + 3522.900146484375, + 3553.400146484375, + 3527.199951171875, + 3437.900146484375, + 3455.599853515625, + 3545.599853515625, + 3611.900146484375, + 3612.400146484375, + 3566.400146484375, + 3472.099853515625, + 3524.900146484375, + 3537.199951171875, + 3557.699951171875, + 3566.400146484375, + 3520.900146484375, + 3532.400146484375, + 3492.400146484375, + 3503.900146484375, + 3515.499755859375, + 3533.999755859375, + 3506.300048828125, + 3450.400146484375, + 3522.800048828125, + 3546.800048828125, + 3497.999755859375, + 3517.499755859375, + 3528.800048828125, + 3506.599853515625, + 3523.800048828125, + 3558.599853515625, + 3597.900146484375, + 3600.599853515625, + 3547.599853515625, + 3514.900146484375, + 3491.199951171875, + 3482.499755859375, + 3530.499755859375, + 3565.800048828125, + 3650.999755859375, + 3622.900146484375, + 3544.599853515625, + 3462.099853515625, + 3449.699951171875, + 3556.199951171875, + 3596.699951171875, + 3600.699951171875, + 3556.099853515625, + 3585.300048828125, + 3484.300048828125, + 3501.900146484375, + 3442.099853515625, + 3487.099853515625, + 3473.699951171875, + 3504.800048828125, + 3489.300048828125, + 3496.400146484375, + 3492.900146484375, + 3478.400146484375, + 3514.800048828125, + 3549.099853515625, + 3511.099853515625, + 3490.099853515625, + 3510.199951171875, + 3469.699951171875, + 3490.699951171875, + 3514.699951171875, + 3540.900146484375, + 3518.599853515625, + 3501.099853515625, + 3472.599853515625, + 3470.900146484375, + 3397.400146484375, + 3387.199951171875, + 3460.199951171875, + 3509.900146484375, + 3445.099853515625, + 3424.499755859375, + 3433.599853515625, + 3405.900146484375, + 3419.400146484375, + 3407.900146484375, + 3449.199951171875, + 3472.300048828125, + 3497.499755859375, + 3521.599853515625, + 3472.099853515625, + 3484.900146484375, + 3479.400146484375, + 3410.900146484375, + 3419.699951171875, + 3476.199951171875, + 3480.900146484375, + 3471.400146484375, + 3411.599853515625, + 3443.199951171875, + 3475.499755859375, + 3483.300048828125, + 3502.900146484375, + 3500.400146484375, + 3520.699951171875, + 3504.400146484375, + 3530.800048828125, + 3443.999755859375, + 3460.599853515625, + 3558.400146484375, + 3536.900146484375, + 3482.800048828125, + 3449.800048828125, + 3441.099853515625, + 3470.400146484375, + 3461.099853515625, + 3500.099853515625, + 3471.599853515625, + 3519.400146484375, + 3486.199951171875, + 3489.199951171875, + 3451.599853515625, + 3518.300048828125, + 3518.300048828125, + 3504.099853515625, + 3433.300048828125, + 3436.800048828125, + 3440.099853515625, + 3479.199951171875, + 3522.699951171875, + 3502.199951171875, + 3491.900146484375, + 3517.800048828125, + 3557.300048828125, + 3518.499755859375, + 3511.999755859375, + 3476.699951171875, + 3522.599853515625, + 3536.999755859375, + 3541.300048828125, + 3482.499755859375, + 3462.999755859375, + 3470.999755859375, + 3533.499755859375, + 3524.599853515625, + 3484.599853515625, + 3422.199951171875, + 3438.300048828125, + 3480.699951171875, + 3531.800048828125, + 3520.400146484375, + 3491.199951171875, + 3516.699951171875, + 3527.199951171875, + 3470.300048828125, + 3479.800048828125, + 3444.499755859375, + 3459.099853515625, + 3429.099853515625, + 3400.900146484375, + 3412.900146484375, + 3537.900146484375, + 3565.900146484375, + 3566.699951171875, + 3519.400146484375, + 3544.599853515625, + 3530.400146484375, + 3540.699951171875, + 3503.199951171875, + 3560.199951171875, + 3560.199951171875, + 3522.400146484375, + 3517.900146484375, + 3495.099853515625, + 3546.099853515625, + 3632.099853515625, + 3571.699951171875, + 3536.400146484375, + 3557.900146484375, + 3501.999755859375, + 3452.699951171875, + 3426.900146484375, + 3487.300048828125, + 3496.800048828125, + 3524.800048828125, + 3483.099853515625, + 3461.900146484375, + 3456.499755859375, + 3453.300048828125, + 3438.599853515625, + 3456.800048828125, + 3465.800048828125, + 3439.699951171875, + 3419.400146484375, + 3393.900146484375, + 3443.599853515625, + 3494.599853515625, + 3423.599853515625, + 3436.699951171875, + 3476.900146484375, + 3514.400146484375, + 3473.900146484375, + 3438.400146484375, + 3460.400146484375, + 3512.099853515625, + 3513.300048828125, + 3479.999755859375, + 3497.999755859375, + 3501.599853515625, + 3452.400146484375, + 3454.199951171875, + 3439.800048828125, + 3467.199951171875, + 3532.699951171875, + 3539.199951171875, + 3511.199951171875, + 3497.199951171875, + 3517.699951171875, + 3489.699951171875, + 3485.699951171875, + 3490.900146484375, + 3444.900146484375, + 3440.599853515625, + 3453.900146484375, + 3480.199951171875, + 3486.699951171875, + 3478.900146484375, + 3439.599853515625, + 3483.800048828125, + 3474.499755859375, + 3497.900146484375, + 3457.599853515625, + 3448.699951171875, + 3447.900146484375, + 3439.099853515625, + 3420.599853515625, + 3406.199951171875, + 3431.199951171875, + 3413.400146484375, + 3434.199951171875, + 3473.199951171875, + 3471.300048828125, + 3514.300048828125, + 3524.599853515625, + 3507.499755859375, + 3437.999755859375, + 3476.499755859375, + 3498.099853515625, + 3486.699951171875, + 3514.199951171875, + 3496.900146484375, + 3443.599853515625, + 3400.599853515625, + 3435.800048828125, + 3511.300048828125, + 3503.400146484375, + 3480.900146484375, + 3459.199951171875, + 3526.199951171875, + 3546.699951171875, + 3536.199951171875, + 3538.199951171875, + 3478.099853515625, + 3474.599853515625, + 3463.699951171875, + 3520.199951171875, + 3535.900146484375, + 3530.900146484375, + 3507.900146484375, + 3531.900146484375, + 3451.699951171875, + 3401.199951171875, + 3347.699951171875, + 3462.199951171875, + 3545.199951171875, + 3538.400146484375, + 3491.599853515625, + 3493.599853515625, + 3468.599853515625, + 3468.099853515625, + 3462.400146484375, + 3399.699951171875, + 3430.199951171875, + 3447.900146484375, + 3468.900146484375, + 3450.699951171875, + 3498.699951171875, + 3467.900146484375, + 3497.400146484375, + 3543.699951171875, + 3521.900146484375, + 3502.400146484375, + 3488.699951171875, + 3521.199951171875, + 3484.199951171875, + 3502.199951171875, + 3530.900146484375, + 3495.900146484375, + 3497.099853515625, + 3504.900146484375, + 3495.199951171875, + 3407.699951171875, + 3418.199951171875, + 3441.099853515625, + 3480.300048828125, + 3464.199951171875, + 3430.300048828125, + 3428.400146484375, + 3414.900146484375, + 3471.199951171875, + 3486.199951171875, + 3514.699951171875, + 3433.199951171875, + 3441.699951171875, + 3406.699951171875, + 3452.699951171875, + 3423.999755859375, + 3431.999755859375, + 3424.699951171875, + 3418.900146484375, + 3502.900146484375, + 3506.900146484375, + 3484.400146484375, + 3435.199951171875, + 3403.699951171875, + 3420.699951171875, + 3477.199951171875, + 3460.199951171875, + 3397.699951171875, + 3428.699951171875, + 3432.900146484375, + 3451.900146484375, + 3409.400146484375, + 3433.699951171875, + 3396.199951171875, + 3436.199951171875, + 3493.199951171875, + 3466.699951171875, + 3455.699951171875, + 3483.199951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.553332008887082e-05, + 2.132261033693794e-05, + 2.3912831238703802e-05, + 2.443962512188591e-05, + 2.949165354948491e-05, + 2.0010927528346656e-06, + 9.686610610515345e-06, + 1.0296206710336264e-05, + 1.0250086234009359e-05, + 1.0097660378960427e-05, + 9.88748979580123e-06, + 9.690253136795945e-06, + 9.368904102302622e-06, + 9.487004717811942e-06, + 9.631080502003897e-06, + 1.0097731319547165e-05, + 1.0646534065017477e-05, + 1.1503779205668252e-05, + 1.282874472963158e-05, + 1.4619281500927173e-05, + 1.4413556527870242e-05, + 1.0525148354645353e-05, + 8.127708497340791e-06, + 6.652505817328347e-06, + 5.864896593266167e-06, + 5.326704467734089e-06, + 4.959908437740523e-06, + 4.690462446887977e-06, + 4.453237579582492e-06, + 4.259472007106524e-06, + 4.093413735972717e-06, + 3.951593498641159e-06, + 3.83338056053617e-06, + 3.728779574885266e-06, + 3.631980462159845e-06, + 3.534706820573774e-06, + 3.4362842598056886e-06, + 3.342798208905151e-06, + 3.2568534606980393e-06, + 3.1801016575627727e-06, + 3.1124734505283413e-06, + 3.042714297407656e-06, + 2.976674522869871e-06, + 2.914664264608291e-06, + 2.8536837817227934e-06, + 2.7966557354375254e-06, + 2.740005584200844e-06, + 2.6824723136087414e-06, + 2.6264949610776966e-06, + 2.5735762392287143e-06, + 2.5240999548259424e-06, + 2.4760288397374097e-06, + 2.431437906125211e-06, + 2.388690973020857e-06, + 2.348318048461806e-06, + 2.311139041921706e-06, + 2.2754541078029433e-06, + 2.2415235889639007e-06, + 2.209061676694546e-06, + 2.1781249870400643e-06, + 2.1488529000635026e-06, + 2.1210692011663923e-06, + 2.09454901778372e-06, + 2.069451966235647e-06, + 2.0450950160011416e-06, + 2.021363343374105e-06, + 1.9990541204606416e-06, + 1.9768463062064257e-06, + 1.9557094219635474e-06, + 1.9357607925485354e-06, + 1.916511109811836e-06, + 1.8986238501383923e-06, + 1.8815828752849484e-06, + 1.8651907112143817e-06, + 1.8492560229788069e-06, + 1.8331732007936807e-06, + 1.817334009501792e-06, + 1.8016123704001075e-06, + 1.786046254892426e-06, + 1.7712070530251367e-06, + 1.756193228175107e-06, + 1.7417314666090533e-06, + 1.7275849586440017e-06, + 1.71360761669348e-06, + 1.7000041907522245e-06, + 1.6867533076947439e-06, + 1.673956603553961e-06, + 1.6613995512670954e-06, + 1.649185833230149e-06, + 1.6372986237911391e-06, + 1.6253952708211727e-06, + 1.6139168792506098e-06, + 1.6026040157157695e-06, + 1.5916381244096556e-06, + 1.5813255913599278e-06, + 1.5714805385869113e-06, + 1.5619791611243272e-06, + 1.5523652336923988e-06, + 1.5428896631419775e-06, + 1.533093609396019e-06, + 1.5236003036989132e-06, + 1.5143108385018422e-06, + 1.5051773516461253e-06, + 1.4961635770305293e-06, + 1.487221766183211e-06, + 1.4783908000026713e-06, + 1.4698341601615539e-06, + 1.4615360441894154e-06, + 1.4533073908751248e-06, + 1.445235284336377e-06, + 1.4373292742675403e-06, + 1.4295176242740126e-06, + 1.4217290527085424e-06, + 1.4139349104880239e-06, + 1.4060932471693377e-06, + 1.3983835742692463e-06, + 1.3907531410950469e-06, + 1.3832641343469732e-06, + 1.3758641443928354e-06, + 1.3685601061297348e-06, + 1.3612155953524052e-06, + 1.354025698674377e-06, + 1.3469356190398685e-06, + 1.339934101451945e-06, + 1.3332094113138737e-06, + 1.326470965068438e-06, + 1.3198083479437628e-06, + 1.3131668765709037e-06, + 1.3065537132206373e-06, + 1.3000120588912978e-06, + 1.293598302254395e-06, + 1.287344389311329e-06, + 1.2812298564313096e-06, + 1.2753291684930446e-06, + 1.2694766837739735e-06, + 1.2636007795663318e-06, + 1.257685653399676e-06, + 1.2518562471086625e-06, + 1.2459826166377752e-06, + 1.2402825859680888e-06, + 1.2345707318672794e-06, + 1.2286469655009569e-06, + 1.2227750403326354e-06, + 1.217034991896071e-06, + 1.2115438039472792e-06, + 1.2060430663041188e-06, + 1.2006566976197064e-06, + 1.1952195109188324e-06, + 1.189864974548982e-06, + 1.1844972505059559e-06, + 1.179202513412747e-06, + 1.1739041383407312e-06, + 1.1685559684337932e-06, + 1.1631601637418498e-06, + 1.1577267287066206e-06, + 1.1523065950314049e-06, + 1.1469602441138704e-06, + 1.1416924508012016e-06, + 1.1365526688678074e-06, + 1.1316774362057913e-06, + 1.1268282378296135e-06, + 1.122123876484693e-06, + 1.1174137171110488e-06, + 1.1127926882181782e-06, + 1.1081607453888864e-06, + 1.103619752029772e-06, + 1.099049541153363e-06, + 1.0945821031782543e-06, + 1.090162754735502e-06, + 1.0858774430744234e-06, + 1.0817185511768912e-06, + 1.0774276688607642e-06, + 1.0730543635872891e-06, + 1.0687392659747275e-06, + 1.064525804395089e-06, + 1.06041864000872e-06, + 1.056405494637147e-06, + 1.052313564287033e-06, + 1.0481755907676416e-06, + 1.04404909961886e-06, + 1.0400394785392564e-06, + 1.036087724060053e-06, + 1.0321143690816825e-06, + 1.028125893753895e-06, + 1.024326365950401e-06, + 1.0205184253209154e-06, + 1.0167411801376147e-06, + 1.0129896281796391e-06, + 1.0092070397149655e-06, + 1.0055247230411624e-06, + 1.0018878811024479e-06, + 9.983679092329112e-07, + 9.948361139322515e-07, + 9.914130032484536e-07, + 9.879362323772511e-07, + 9.845024351307075e-07, + 9.81063635663304e-07, + 9.775357057151268e-07, + 9.74025169853121e-07, + 9.70422433965723e-07, + 9.668993925515679e-07, + 9.634132993596722e-07, + 9.59844101089402e-07, + 9.56237727223197e-07, + 9.525901987217367e-07, + 9.489509125160112e-07, + 9.454225846639019e-07, + 9.419770776730729e-07, + 9.385998396282957e-07, + 9.35293485326838e-07, + 9.319833225163165e-07, + 9.287526836487814e-07, + 9.256139037461253e-07, + 9.224662562701269e-07, + 9.194142194246524e-07, + 9.164525636151666e-07, + 9.134645893027482e-07, + 9.105265235120896e-07, + 9.076085234482889e-07, + 9.047079174706596e-07, + 9.018850732900319e-07, + 8.990854780677182e-07, + 8.961875437307754e-07, + 8.932394166549784e-07, + 8.902553645384614e-07, + 8.873005867826578e-07, + 8.844689887155255e-07, + 8.816759873297997e-07, + 8.788481977717311e-07, + 8.760094942772412e-07, + 8.731958587304689e-07, + 8.703450475877617e-07, + 8.675179969941382e-07, + 8.647236882097786e-07, + 8.61920796069171e-07, + 8.591799200985406e-07, + 8.564786639908561e-07, + 8.538340807717759e-07, + 8.512354838785541e-07, + 8.486240403726697e-07, + 8.460056619696843e-07, + 8.434484470853931e-07, + 8.409074894188961e-07, + 8.383861427319061e-07, + 8.359093044418842e-07, + 8.334249628205725e-07, + 8.30929991479934e-07, + 8.285011290354305e-07, + 8.261148991550726e-07, + 8.238028499363281e-07, + 8.214353783841943e-07, + 8.190952485165326e-07, + 8.166920224539354e-07, + 8.143173886310251e-07, + 8.119197332234762e-07, + 8.095641419458843e-07, + 8.072260584413016e-07, + 8.04900139428355e-07, + 8.025197644201398e-07, + 8.001416063052602e-07, + 7.977947689141729e-07, + 7.955362661959953e-07, + 7.933269330351322e-07, + 7.912086061878654e-07, + 7.890502047303016e-07, + 7.868877105465799e-07, + 7.846662128940807e-07, + 7.824518775123579e-07, + 7.802779578014452e-07, + 7.781596877975971e-07, + 7.760311859783542e-07, + 7.739335501355527e-07, + 7.718682581980829e-07, + 7.698513968534826e-07, + 7.677716098442033e-07, + 7.656452112314582e-07, + 7.635317160747945e-07, + 7.6145818184159e-07, + 7.593824875584687e-07, + 7.572961635560205e-07, + 7.552241072517063e-07, + 7.532010499744501e-07, + 7.512003321608063e-07, + 7.492400300179725e-07, + 7.473346386177582e-07, + 7.453924126821221e-07, + 7.434309168274922e-07, + 7.41423775707517e-07, + 7.394721137643501e-07, + 7.375380732810299e-07, + 7.356867399721523e-07, + 7.338165914916317e-07, + 7.319359838220407e-07, + 7.299873345800734e-07, + 7.280891622940544e-07, + 7.262073040692485e-07, + 7.243891104735667e-07, + 7.225705758173717e-07, + 7.20796037967375e-07, + 7.19032641427475e-07, + 7.173258040893415e-07, + 7.156505716920947e-07, + 7.139827289392997e-07, + 7.12265773472609e-07, + 7.105406893970212e-07, + 7.088045776981744e-07, + 7.070999004099576e-07, + 7.053970989545633e-07, + 7.037132263576495e-07, + 7.020505563559709e-07, + 7.003883411016432e-07, + 6.987236815803044e-07, + 6.97068685440172e-07, + 6.954211357879103e-07, + 6.93803258400294e-07, + 6.921430895090452e-07, + 6.905124223521852e-07, + 6.888756161060883e-07, + 6.872683115943801e-07, + 6.856446361780399e-07, + 6.84033125253336e-07, + 6.823975127190351e-07, + 6.807659929108922e-07, + 6.791564146624296e-07, + 6.775944143555535e-07, + 6.760829478480446e-07, + 6.745662517460005e-07, + 6.730714403602178e-07, + 6.715537210766342e-07, + 6.700101948808879e-07, + 6.684999789285939e-07, + 6.670057359769999e-07, + 6.655268975919171e-07, + 6.64040442188707e-07, + 6.625607511523413e-07, + 6.610844707211072e-07, + 6.596133061975706e-07, + 6.581685738638043e-07, + 6.567412356162095e-07, + 6.553178764079348e-07, + 6.53925610549777e-07, + 6.525123126266408e-07, + 6.510974799311953e-07, + 6.496417768175888e-07, + 6.482188723566651e-07, + 6.468146693805465e-07, + 6.454141043832351e-07, + 6.43992166260432e-07, + 6.425859169212345e-07, + 6.4117801912289e-07, + 6.39816448710917e-07, + 6.3845408249108e-07, + 6.371251402015332e-07, + 6.358003474815632e-07, + 6.344851612993807e-07, + 6.33159856988641e-07, + 6.318319378806336e-07, + 6.30528234069061e-07, + 6.292209491221001e-07, + 6.279094577621436e-07, + 6.26600410669198e-07, + 6.252981279430969e-07, + 6.239962999643467e-07, + 6.226784421414777e-07, + 6.213703613866528e-07, + 6.200760367391922e-07, + 6.187783583300188e-07, + 6.174980740070168e-07, + 6.162387649055745e-07, + 6.150044669084309e-07, + 6.13758459167002e-07, + 6.125347908891854e-07, + 6.113019708209322e-07, + 6.10103427334252e-07, + 6.088984605412406e-07, + 6.077149805605586e-07, + 6.065326374482538e-07, + 6.053612082723703e-07, + 6.041726692274096e-07, + 6.029776500326989e-07, + 6.017846203576482e-07, + 6.006123953739007e-07, + 5.994650678076141e-07, + 5.983299047329638e-07, + 5.972078156446514e-07, + 5.96071458858205e-07, + 5.949319756837212e-07, + 5.937727678428928e-07, + 5.926158905822376e-07, + 5.914720873079204e-07, + 5.903548299102113e-07, + 5.892261469853111e-07, + 5.881076958758058e-07, + 5.869875394637347e-07, + 5.858951794834866e-07, + 5.84791962410236e-07, + 5.8370198985358e-07, + 5.826173605782969e-07, + 5.815546160192753e-07, + 5.804940315101703e-07, + 5.794121307189926e-07, + 5.783675760540063e-07, + 5.773283646703931e-07, + 5.763052968177362e-07, + 5.752748961640464e-07, + 5.742452913182206e-07, + 5.732065346819581e-07, + 5.72148053379351e-07, + 5.710717232432216e-07, + 5.700268275177223e-07, + 5.689948352483043e-07, + 5.679724495166738e-07, + 5.669381835105014e-07, + 5.659156840920332e-07, + 5.64926665447274e-07, + 5.639387268274731e-07, + 5.629245833915775e-07, + 5.61922604447318e-07, + 5.609356321656378e-07, + 5.599628138952539e-07, + 5.589949978457298e-07, + 5.580220090450894e-07, + 5.570624921347189e-07, + 5.560931981563044e-07, + 5.551297590500326e-07, + 5.541610903492256e-07, + 5.532002660402213e-07, + 5.522443302652391e-07, + 5.513057885764283e-07, + 5.503730449163413e-07, + 5.494450761034386e-07, + 5.48526486454648e-07, + 5.475898774420784e-07, + 5.466546326715616e-07, + 5.457073370962462e-07, + 5.447673743219639e-07, + 5.438417360892345e-07, + 5.429124030342791e-07, + 5.41993586011813e-07, + 5.410805101746519e-07, + 5.401776661528856e-07, + 5.392878961174574e-07, + 5.383869279285136e-07, + 5.374896545617958e-07, + 5.366110258364643e-07, + 5.357408099371241e-07, + 5.348609874999966e-07, + 5.339915674085205e-07, + 5.331207262315729e-07, + 5.322493734638556e-07, + 5.313843871590507e-07, + 5.305296326696407e-07, + 5.296847120916937e-07, + 5.288459874464024e-07, + 5.279955530568259e-07, + 5.271294867270626e-07, + 5.262634772407182e-07, + 5.254092911854968e-07, + 5.245691454547341e-07, + 5.237228037913155e-07, + 5.228743020779802e-07, + 5.220329057920026e-07, + 5.211929305914964e-07, + 5.203530122344091e-07, + 5.195145718062122e-07, + 5.18680735694943e-07, + 5.178777655601152e-07, + 5.170601866666402e-07, + 5.162550564818957e-07, + 5.154367386239755e-07, + 5.146392823007773e-07, + 5.138506935509213e-07, + 5.130531235408853e-07, + 5.122450943417789e-07, + 5.114357009006198e-07, + 5.106365392748557e-07, + 5.09851531660388e-07, + 5.090624313197623e-07, + 5.082785605736717e-07, + 5.074928139947588e-07, + 5.06703315750201e-07, + 5.05894320212974e-07, + 5.051145990364603e-07, + 5.043467012910696e-07, + 5.035824415244861e-07, + 5.028144869356765e-07, + 5.020397111366037e-07, + 5.012641963730857e-07, + 5.004892500437563e-07, + 4.997331188860699e-07, + 4.989847184333485e-07, + 4.982456403013202e-07, + 4.975161687070795e-07, + 4.967847075931786e-07, + 4.960432420375582e-07, + 4.953121219841705e-07, + 4.945766818309494e-07, + 4.93848688165599e-07, + 4.931212060910184e-07, + 4.923999199490936e-07, + 4.916770990348596e-07, + 4.909608151137945e-07, + 4.902393015981943e-07, + 4.895225629297784e-07, + 4.888181024398364e-07, + 4.881342761109408e-07, + 4.874538035437581e-07, + 4.867793563789746e-07, + 4.861010438617086e-07, + 4.85420912355039e-07, + 4.847447598876897e-07, + 4.840547376261384e-07, + 4.833744355892122e-07, + 4.827028874387906e-07, + 4.820282129003317e-07, + 4.813532541447785e-07, + 4.806871629625675e-07, + 4.800133979188104e-07, + 4.793351422449632e-07, + 4.786598992723157e-07, + 4.779888627126638e-07, + 4.773198156726721e-07, + 4.76659522519185e-07, + 4.7601605501768063e-07, + 4.7537190539514995e-07, + 4.747263062654383e-07, + 4.740798829061532e-07, + 4.7343482378892077e-07, + 4.727936584458803e-07, + 4.721500772575382e-07, + 4.7151078774732014e-07, + 4.708734877567622e-07, + 4.7022973603816354e-07, + 4.695872064530704e-07, + 4.68967641609197e-07, + 4.683363385993289e-07, + 4.6770335870860436e-07, + 4.670663429351407e-07, + 4.6643577888971777e-07, + 4.65812092897977e-07, + 4.651930680665828e-07, + 4.645858382446022e-07, + 4.6397912001339137e-07, + 4.633735670722672e-07, + 4.62756986507884e-07, + 4.6214333337957214e-07, + 4.615238253791176e-07, + 4.6090818273114564e-07, + 4.602984802204446e-07, + 4.596853102611931e-07, + 4.5908578272246814e-07, + 4.5848096874578914e-07, + 4.5788138436364534e-07, + 4.572841874050937e-07, + 4.5669776227441616e-07, + 4.5609601784235565e-07, + 4.55482904726523e-07, + 4.5487703914659505e-07, + 4.5427276518239523e-07, + 4.536709923286253e-07, + 4.5307987761589175e-07, + 4.5249009872350143e-07, + 4.519042988704314e-07, + 4.5131562842470885e-07, + 4.5071934096085897e-07, + 4.5013038629804214e-07, + 4.4954128952667816e-07, + 4.489566265419853e-07, + 4.4838390067525324e-07, + 4.4780048824577534e-07, + 4.472177863590332e-07, + 4.466331802177592e-07, + 4.4605903326555563e-07, + 4.4548909272634774e-07, + 4.4491795847534377e-07, + 4.443498369255394e-07, + 4.4377037511367234e-07, + 4.431942386418086e-07, + 4.426229622822575e-07, + 4.420602977006638e-07, + 4.414944783093233e-07, + 4.409304210639675e-07, + 4.403713091960526e-07, + 4.398117141590774e-07, + 4.392592529711692e-07, + 4.3870610966223467e-07, + 4.381589917556994e-07, + 4.3761059487223974e-07, + 4.370692181510094e-07, + 4.365313088783296e-07, + 4.3598711840786564e-07, + 4.354390341632097e-07, + 4.349063544850651e-07, + 4.3438356556180224e-07, + 4.338541543802421e-07, + 4.3331013444003474e-07, + 4.3276833139316295e-07, + 4.3223678858339554e-07, + 4.3171095853722363e-07, + 4.311948487156769e-07, + 4.3067316823908186e-07, + 4.301451497212838e-07, + 4.296148006233125e-07, + 4.2908277464448474e-07, + 4.2855489823523385e-07, + 4.280264249700849e-07, + 4.275025276001543e-07, + 4.2698619040493213e-07, + 4.264672668341518e-07, + 4.259553350038914e-07, + 4.2544715483927575e-07, + 4.24934739839955e-07, + 4.244303397626936e-07, + 4.239332156430464e-07, + 4.2343882000750455e-07, + 4.2293365254408855e-07, + 4.224258418616955e-07, + 4.2191416582681995e-07, + 4.2140393929912534e-07, + 4.208993686916074e-07, + 4.2040323933179025e-07, + 4.199129648441158e-07, + 4.194246230326826e-07, + 4.1893832758432836e-07, + 4.1845754594760365e-07, + 4.1797446215241507e-07, + 4.174910088750039e-07, + 4.170084650922945e-07, + 4.16526773960868e-07, + 4.160362720995181e-07, + 4.1555097141099395e-07, + 4.150699908223032e-07, + 4.1458784494352585e-07, + 4.1410845597056323e-07, + 4.136304596613627e-07, + 4.1315720977763704e-07, + 4.1268916106673714e-07, + 4.12226512480629e-07, + 4.1176213017024565e-07, + 4.112924330001988e-07, + 4.108272548819514e-07, + 4.1036835796148807e-07, + 4.099092905107682e-07, + 4.094491146133805e-07, + 4.0898117958931834e-07, + 4.085140119514108e-07, + 4.0805375078889483e-07, + 4.0759860553407634e-07, + 4.071509920322569e-07, + 4.067045438205241e-07, + 4.062643199631566e-07, + 4.0581920757176704e-07, + 4.0536554024583893e-07, + 4.049080359891377e-07, + 4.0445488025397935e-07, + 4.040087446810503e-07, + 4.0356991348744486e-07, + 4.03129007509051e-07, + 4.026958890790411e-07, + 4.022578821150091e-07, + 4.0180808014156355e-07, + 4.013699879124033e-07, + 4.009393137494044e-07, + 4.005054563549493e-07, + 4.0006437984629883e-07, + 3.9962066011867137e-07, + 3.991813457560056e-07, + 3.9875428115010436e-07, + 3.983260796758259e-07, + 3.978878453381185e-07, + 3.9744264768160065e-07, + 3.9699853005004115e-07, + 3.965612620504544e-07, + 3.9613664171156415e-07, + 3.95706678091301e-07, + 3.952763165671058e-07, + 3.948446192225674e-07, + 3.9441295029973844e-07, + 3.939879320569162e-07, + 3.935626011752902e-07, + 3.931431535875163e-07, + 3.9272339336093864e-07, + 3.9230329207384784e-07, + 3.918821107617987e-07, + 3.9146524954958295e-07, + 3.910560621989134e-07, + 3.9063934309524484e-07, + 3.9022083342388214e-07, + 3.8980914496278274e-07, + 3.8939614910304954e-07, + 3.889829258696409e-07, + 3.885732837716205e-07, + 3.8816270375718886e-07, + 3.877491110415576e-07, + 3.8733202245566645e-07, + 3.869157012559299e-07, + 3.865065423269698e-07, + 3.861021298234846e-07, + 3.8570146898564417e-07, + 3.8530276924575446e-07, + 3.848996072974842e-07, + 3.8449340422630485e-07, + 3.8407856095545867e-07, + 3.836679525193176e-07, + 3.832672632597678e-07, + 3.8287686265903176e-07, + 3.824887642167596e-07, + 3.8208963815122843e-07, + 3.816869877937279e-07, + 3.8128487744870654e-07, + 3.8088879250608443e-07, + 3.8049040540499846e-07, + 3.801042112172581e-07, + 3.7971696542626887e-07, + 3.793372798099881e-07, + 3.789535583109682e-07, + 3.7857216739212163e-07, + 3.781883037845546e-07, + 3.778070833959646e-07, + 3.7742594827250286e-07, + 3.770460921259655e-07, + 3.7666873708985804e-07, + 3.762883409308415e-07, + 3.759051594443008e-07, + 3.7552698017861985e-07, + 3.751519841443951e-07, + 3.747756522898271e-07, + 3.7440455002979434e-07, + 3.740320835277089e-07, + 3.7365794014476705e-07, + 3.732818925072934e-07, + 3.7290914178811363e-07, + 3.725391195530392e-07, + 3.721729626704473e-07, + 3.718078005476855e-07, + 3.7145116493775276e-07, + 3.7109640516064246e-07, + 3.707348525949783e-07, + 3.7036892308606184e-07, + 3.700105821735633e-07, + 3.6965519711884554e-07, + 3.692996699555806e-07, + 3.689477807711228e-07, + 3.685952663090575e-07, + 3.682447413666523e-07, + 3.6789077739740605e-07, + 3.6753525023414113e-07, + 3.671779325031821e-07, + 3.6681902315649495e-07, + 3.664659971036599e-07, + 3.6611240261663625e-07, + 3.6576017237166525e-07, + 3.654156444099499e-07, + 3.650710027613968e-07, + 3.6472141573540284e-07, + 3.6437216976992204e-07, + 3.640246575287165e-07, + 3.636839096543554e-07, + 3.633407459346927e-07, + 3.6299513794801896e-07, + 3.626495015396358e-07, + 3.6230272826287546e-07, + 3.6195694974594517e-07, + 3.616099775172188e-07, + 3.6126536429037515e-07, + 3.609189604958374e-07, + 3.6058185060028336e-07, + 3.60243859631737e-07, + 3.598970579332672e-07, + 3.5955309840574046e-07, + 3.592152211240318e-07, + 3.5888126603822457e-07, + 3.585489025681454e-07, + 3.5821437904814957e-07, + 3.578815324090101e-07, + 3.57545673068671e-07, + 3.5721328117688245e-07, + 3.5687702393261134e-07, + 3.565446604625322e-07, + 3.5621275173980393e-07, + 3.5588513469519967e-07, + 3.5555194699554704e-07, + 3.552194698386302e-07, + 3.5488906746650173e-07, + 3.5456602631711576e-07, + 3.542433546499524e-07, + 3.539210524650116e-07, + 3.5359579442229006e-07, + 3.532671541961463e-07, + 3.5294112876727013e-07, + 3.5261678021925036e-07, + 3.522907547903742e-07, + 3.519618019254267e-07, + 3.5163711231689376e-07, + 3.513137301069946e-07, + 3.509942985147063e-07, + 3.5067137105215807e-07, + 3.503477898902929e-07, + 3.5002454978894093e-07, + 3.497073350899882e-07, + 3.4939256465804647e-07, + 3.490777373826859e-07, + 3.4875790788646555e-07, + 3.4843961316255445e-07, + 3.481255816950579e-07, + 3.4781780300363607e-07, + 3.475092285043502e-07, + 3.471974707736081e-07, + 3.46881819268674e-07, + 3.4656787306630576e-07, + 3.462571669388126e-07, + 3.459448691955913e-07, + 3.456322872352757e-07, + 3.4532541803855565e-07, + 3.45018378311579e-07, + 3.447150334068283e-07, + 3.444110632244701e-07, + 3.44110333116987e-07, + 3.4381264413241297e-07, + 3.4351452882219746e-07, + 3.4320612485316815e-07, + 3.428959303164447e-07, + 3.4258633263561933e-07, + 3.422814813802688e-07, + 3.419751237743185e-07, + 3.4167061357948114e-07, + 3.413658475892589e-07, + 3.4106494695151923e-07, + 3.40759783057365e-07, + 3.4045527286252764e-07, + 3.401546280201728e-07, + 3.3985494951593864e-07, + 3.3955788580897206e-07, + 3.392570988580701e-07, + 3.389496612271614e-07, + 3.386479647815577e-07, + 3.3834984947134217e-07, + 3.3805056887104e-07, + 3.377566315521108e-07, + 3.3746738381523755e-07, + 3.371808361407602e-07, + 3.3688985467961174e-07, + 3.3659867426649726e-07, + 3.363057601291075e-07, + 3.360169102961663e-07, + 3.3573033419997955e-07, + 3.354448097070417e-07, + 3.351601378653868e-07, + 3.3487722816971655e-07, + 3.345933805576351e-07, + 3.3430936241529707e-07, + 3.340279874919361e-07, + 3.337488578836201e-07, + 3.334723430725717e-07, + 3.3319233239126334e-07, + 3.3290871215285733e-07, + 3.326314015339449e-07, + 3.323535793242627e-07, + 3.320730570521846e-07, + 3.3179003366967663e-07, + 3.3151084721794177e-07, + 3.3123504294962913e-07, + 3.30958016547811e-07, + 3.3067743743231404e-07, + 3.30397313064168e-07, + 3.301203719274781e-07, + 3.298425497177959e-07, + 3.29565011725208e-07, + 3.2929187909758184e-07, + 3.290191443738877e-07, + 3.287480581093405e-07, + 3.2847532338564633e-07, + 3.281980127667339e-07, + 3.2792070214782143e-07, + 3.2764617685643316e-07, + 3.27373243180773e-07, + 3.270992579018639e-07, + 3.268280011070601e-07, + 3.265575401201204e-07, + 3.262872212417278e-07, + 3.260209666677838e-07, + 3.257555647451227e-07, + 3.254896228099824e-07, + 3.252221745242423e-07, + 3.249547546602116e-07, + 3.246884148211393e-07, + 3.244256276957458e-07, + 3.2415994155599037e-07, + 3.2389547754974046e-07, + 3.236297345665662e-07, + 3.233675442970707e-07, + 3.231065193176619e-07, + 3.228460343507322e-07, + 3.2258674309559865e-07, + 3.2232929925157805e-07, + 3.220734186015761e-07, + 3.218161168661027e-07, + 3.2156060569832334e-07, + 3.213040429272951e-07, + 3.210450358892558e-07, + 3.2078668255053344e-07, + 3.205256291494152e-07, + 3.202642915312026e-07, + 3.200046876372653e-07, + 3.1975073966350465e-07, + 3.1949440426615183e-07, + 3.1923698884384066e-07, + 3.1898085239845386e-07, + 3.187231811807578e-07, + 3.1846727210904646e-07, + 3.182157684022968e-07, + 3.1796781740922597e-07, + 3.177177916313667e-07, + 3.1746270678922883e-07, + 3.172086735503399e-07, + 3.169567435179488e-07, + 3.1670683142692724e-07, + 3.1645257081436284e-07, + 3.1619728702025895e-07, + 3.1594328220307943e-07, + 3.156895616029942e-07, + 3.1544064427180274e-07, + 3.1519246590505645e-07, + 3.149454528283968e-07, + 3.146949154597678e-07, + 3.1444369597011246e-07, + 3.141933007100306e-07, + 3.1394498023473716e-07, + 3.1369546604764764e-07, + 3.1345203410637623e-07, + 3.1321263804784394e-07, + 3.129773915588885e-07, + 3.1273449963009625e-07, + 3.124862644199311e-07, + 3.1223896712617716e-07, + 3.119953930763586e-07, + 3.1175213166534377e-07, + 3.115110587259551e-07, + 3.112704405339173e-07, + 3.1103061814974353e-07, + 3.107955706127541e-07, + 3.105588177731988e-07, + 3.1032129754748894e-07, + 3.1008272571853013e-07, + 3.098458307704277e-07, + 3.096060652296728e-07, + 3.0936882922105724e-07, + 3.09130030018423e-07, + 3.08888473909974e-07, + 3.0864885047776625e-07, + 3.084109891915432e-07, + 3.081744921473728e-07, + 3.079362045355083e-07, + 3.077008443597151e-07, + 3.074646883760579e-07, + 3.072270544635103e-07, + 3.06992149035068e-07, + 3.067576130888483e-07, + 3.065229634557909e-07, + 3.0628939384769183e-07, + 3.06062048593958e-07, + 3.058343907014205e-07, + 3.056056527839246e-07, + 3.053746695513837e-07, + 3.051451926694426e-07, + 3.049183021630597e-07, + 3.0469195166915597e-07, + 3.044668801521766e-07, + 3.0423848329519387e-07, + 3.0400951800402254e-07, + 3.037790747839608e-07, + 3.0355437274920405e-07, + 3.0332947176248126e-07, + 3.0310727083815436e-07, + 3.0288242669485044e-07, + 3.0265985628830094e-07, + 3.0243711535149487e-07, + 3.0221525548768113e-07, + 3.0199410616660316e-07, + 3.0176795462466544e-07, + 3.0154191676956543e-07, + 3.01317697903869e-07, + 3.0109706017356075e-07, + 3.0087878144513525e-07, + 3.00659792173974e-07, + 3.004375912496471e-07, + 3.0021683983250114e-07, + 3.0000043693689804e-07, + 2.997824140038574e-07, + 2.995645047576545e-07, + 2.993457428601687e-07, + 2.9913005050730135e-07, + 2.9891316444263794e-07, + 2.9869903528378927e-07, + 2.9848271765331447e-07, + 2.98263188369674e-07, + 2.980457054491126e-07, + 2.9782927413180005e-07, + 2.9761147857243486e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006556712090969086, + 0.001237100688740611, + 0.001524224760942161, + 0.0015541322063654661, + 0.0018638629699125886, + 0.00015587387315463275, + 0.0006283321999944746, + 0.0006704463739879429, + 0.0006674249889329076, + 0.0006571943522430956, + 0.0006430901703424752, + 0.0006298770313151181, + 0.0006083917105570436, + 0.0006162720965221524, + 0.0006258696084842086, + 0.0006569109973497689, + 0.0006928821676410735, + 0.0007491267751902342, + 0.0008361085783690214, + 0.0009536901488900185, + 0.0009401784045621753, + 0.0006847710465081036, + 0.0005272876005619764, + 0.00043038479634560645, + 0.00037920250906609, + 0.000344176369253546, + 0.00032027106499299407, + 0.00030268868431448936, + 0.00028719319379888475, + 0.00027452633366920054, + 0.0002636644640006125, + 0.0002543844166211784, + 0.0002466473961248994, + 0.0002399160002823919, + 0.00023367194808088243, + 0.0002273849822813645, + 0.0002210133825428784, + 0.00021495309192687273, + 0.0002093753864755854, + 0.00020438965293578804, + 0.00019999333017040044, + 0.00019551892182789743, + 0.0001912742154672742, + 0.00018728128634393215, + 0.0001833485293900594, + 0.00017966574523597956, + 0.000176003115484491, + 0.00017227967327926308, + 0.00016865385987330228, + 0.0001652236096560955, + 0.00016205152496695518, + 0.00015896442346274853, + 0.00015609661932103336, + 0.00015334380441345274, + 0.0001507408742327243, + 0.00014834145258646458, + 0.00014603637100663036, + 0.00014384291716851294, + 0.00014176356489770114, + 0.00013977912021800876, + 0.00013789907097816467, + 0.00013611260510515422, + 0.0001344056217931211, + 0.0001327887730440125, + 0.00013121834490448236, + 0.00012968710507266223, + 0.00012824672739952803, + 0.00012682318629231304, + 0.0001254669186891988, + 0.00012418566620908678, + 0.0001229482440976426, + 0.0001217975077452138, + 0.00012070045340806246, + 0.00011964447912760079, + 0.0001186173758469522, + 0.00011758665641536936, + 0.00011657071445370093, + 0.00011556152458069846, + 0.0001145616261055693, + 0.00011360779899405316, + 0.00011264217755524442, + 0.00011171154619660228, + 0.00011080074909841642, + 0.00010990040755132213, + 0.00010902818030444905, + 0.00010817799920914695, + 0.00010735646355897188, + 0.00010654988000169396, + 0.00010576494241831824, + 0.0001050006176228635, + 0.00010423491767141968, + 0.00010349624790251255, + 0.00010277100227540359, + 0.00010206762817688286, + 0.00010140582162421197, + 0.00010077372280647978, + 0.00010016341548180208, + 9.954562847269699e-05, + 9.893649257719517e-05, + 9.830651833908632e-05, + 9.769580356078222e-05, + 9.710009908303618e-05, + 9.651414438849315e-05, + 9.593563299858943e-05, + 9.536151628708467e-05, + 9.479431173531339e-05, + 9.424453310202807e-05, + 9.371120540890843e-05, + 9.318217053078115e-05, + 9.266461711376905e-05, + 9.215750469593331e-05, + 9.165628580376506e-05, + 9.115637658396736e-05, + 9.065593621926382e-05, + 9.015229443321005e-05, + 8.965700544649735e-05, + 8.916664955904707e-05, + 8.868525765137747e-05, + 8.821071241982281e-05, + 8.774216985329986e-05, + 8.727088425075635e-05, + 8.680939208716154e-05, + 8.635417907498777e-05, + 8.590453217038885e-05, + 8.547255856683478e-05, + 8.503960998496041e-05, + 8.461141987936571e-05, + 8.418546349275857e-05, + 8.376120968023315e-05, + 8.334143058164045e-05, + 8.292975689982995e-05, + 8.252824773080647e-05, + 8.213560795411468e-05, + 8.175660332199186e-05, + 8.138062548823655e-05, + 8.100382547127083e-05, + 8.062442066147923e-05, + 8.025042916415259e-05, + 7.987351273186505e-05, + 7.950765575515106e-05, + 7.914096931926906e-05, + 7.876059680711478e-05, + 7.838348392397165e-05, + 7.801477477187291e-05, + 7.766261114738882e-05, + 7.73097708588466e-05, + 7.696419197600335e-05, + 7.661528798053041e-05, + 7.627161539858207e-05, + 7.592703332193196e-05, + 7.558707875432447e-05, + 7.524682587245479e-05, + 7.490388816222548e-05, + 7.455782906617969e-05, + 7.420928886858746e-05, + 7.386153447441757e-05, + 7.351845852099359e-05, + 7.318035932257771e-05, + 7.285042374860495e-05, + 7.253742660395801e-05, + 7.22260374459438e-05, + 7.192437624325976e-05, + 7.162228575907648e-05, + 7.132584869395941e-05, + 7.102866948116571e-05, + 7.073727465467528e-05, + 7.04439589753747e-05, + 7.01571989338845e-05, + 6.987348024267703e-05, + 6.959871097933501e-05, + 6.933201802894473e-05, + 6.905679765623063e-05, + 6.877625855850056e-05, + 6.849940109532326e-05, + 6.822902651038021e-05, + 6.79654476698488e-05, + 6.770786421839148e-05, + 6.744518759660423e-05, + 6.717984797433019e-05, + 6.691521411994472e-05, + 6.665803084615618e-05, + 6.640453648287803e-05, + 6.614960147999227e-05, + 6.589367694687098e-05, + 6.564984505530447e-05, + 6.540543108712882e-05, + 6.516325083794072e-05, + 6.492268585134298e-05, + 6.468009814852849e-05, + 6.444390601245686e-05, + 6.421060243155807e-05, + 6.398477125912905e-05, + 6.375814700732008e-05, + 6.353847129503265e-05, + 6.331533222692087e-05, + 6.309515447355807e-05, + 6.287464202614501e-05, + 6.264838157221675e-05, + 6.242321251193061e-05, + 6.219209899427369e-05, + 6.196607137098908e-05, + 6.174239388201386e-05, + 6.151334673631936e-05, + 6.128213863121346e-05, + 6.104825297370553e-05, + 6.081487299525179e-05, + 6.058858707547188e-05, + 6.036758713889867e-05, + 6.0150938224978745e-05, + 5.993881495669484e-05, + 5.972642611595802e-05, + 5.951912316959351e-05, + 5.931788109592162e-05, + 5.911604966968298e-05, + 5.8920326409861445e-05, + 5.873038026038557e-05, + 5.8538727898849174e-05, + 5.8350255130790174e-05, + 5.8163055655313656e-05, + 5.797694393550046e-05, + 5.779597631772049e-05, + 5.761647844337858e-05, + 5.743065776186995e-05, + 5.72415956412442e-05, + 5.705021249013953e-05, + 5.686068834620528e-05, + 5.6679047702346e-05, + 5.6499869970139116e-05, + 5.6318440329050645e-05, + 5.6136446801247075e-05, + 5.595604670816101e-05, + 5.577323827310465e-05, + 5.559193959925324e-05, + 5.5412725487258285e-05, + 5.5232947488548234e-05, + 5.50571276107803e-05, + 5.488383612828329e-05, + 5.471430267789401e-05, + 5.4547701438423246e-05, + 5.438026346382685e-05, + 5.421236346592195e-05, + 5.4048367019277066e-05, + 5.388540375861339e-05, + 5.372368104872294e-05, + 5.356479960028082e-05, + 5.340542338672094e-05, + 5.324547964846715e-05, + 5.308975596562959e-05, + 5.2936753490939736e-05, + 5.278849494061433e-05, + 5.263666753307916e-05, + 5.24865863553714e-05, + 5.233244155533612e-05, + 5.218011938268319e-05, + 5.202630927669816e-05, + 5.187529313843697e-05, + 5.172539022169076e-05, + 5.157625491847284e-05, + 5.1423616241663694e-05, + 5.127110125613399e-05, + 5.112059079692699e-05, + 5.09757264808286e-05, + 5.083400901639834e-05, + 5.0698217819444835e-05, + 5.0559843657538295e-05, + 5.042119664722122e-05, + 5.0278755225008354e-05, + 5.0136764912167564e-05, + 4.9997353926301e-05, + 4.986149724572897e-05, + 4.9724978453014046e-05, + 4.959042780683376e-05, + 4.945803448208608e-05, + 4.9328729801345617e-05, + 4.919538332615048e-05, + 4.90590427943971e-05, + 4.8923513531917706e-05, + 4.8790545406518504e-05, + 4.86574208480306e-05, + 4.852360507356934e-05, + 4.839078610530123e-05, + 4.826109216082841e-05, + 4.813282430404797e-05, + 4.800713941222057e-05, + 4.7884968807920814e-05, + 4.776042260346003e-05, + 4.763463948620483e-05, + 4.750590960611589e-05, + 4.738073766930029e-05, + 4.7256762627512217e-05, + 4.7138080844888464e-05, + 4.7018180339364335e-05, + 4.689760316978209e-05, + 4.677265678765252e-05, + 4.6650940930703655e-05, + 4.653026189771481e-05, + 4.64136537630111e-05, + 4.629709292203188e-05, + 4.6183340600691736e-05, + 4.607029404724017e-05, + 4.596086000674404e-05, + 4.5853452320443466e-05, + 4.5746513933409005e-05, + 4.563641414279118e-05, + 4.552578320726752e-05, + 4.541444286587648e-05, + 4.530516889644787e-05, + 4.519601498031989e-05, + 4.508806887315586e-05, + 4.4981465180171654e-05, + 4.48748905910179e-05, + 4.476815229281783e-05, + 4.466202517505735e-05, + 4.45563746325206e-05, + 4.4452670408645645e-05, + 4.43462522525806e-05, + 4.424172220751643e-05, + 4.413678834680468e-05, + 4.4033742597093806e-05, + 4.392963455757126e-05, + 4.3826305045513436e-05, + 4.372142575448379e-05, + 4.361679748399183e-05, + 4.351362804300152e-05, + 4.341349995229393e-05, + 4.3316613300703466e-05, + 4.321937740314752e-05, + 4.312354576541111e-05, + 4.302623710827902e-05, + 4.292726225685328e-05, + 4.283042289898731e-05, + 4.273464946891181e-05, + 4.263985465513542e-05, + 4.254457599017769e-05, + 4.244971205480397e-05, + 4.2355073674116284e-05, + 4.226075179758482e-05, + 4.2168125219177455e-05, + 4.207660458632745e-05, + 4.198533861199394e-05, + 4.189609899185598e-05, + 4.180550968158059e-05, + 4.1714811231940985e-05, + 4.162148979958147e-05, + 4.153027111897245e-05, + 4.1440238419454545e-05, + 4.135043855058029e-05, + 4.125926716369577e-05, + 4.116913987672888e-05, + 4.107889981241897e-05, + 4.099162106285803e-05, + 4.0904287743614987e-05, + 4.081909719388932e-05, + 4.073416494065896e-05, + 4.064984750584699e-05, + 4.056487523484975e-05, + 4.047972834086977e-05, + 4.039616760564968e-05, + 4.0312374039785936e-05, + 4.022830762551166e-05, + 4.014439036836848e-05, + 4.0060906030703336e-05, + 3.9977447158889845e-05, + 3.989295510109514e-05, + 3.980908513767645e-05, + 3.9726128306938335e-05, + 3.9642956835450605e-05, + 3.956089494749904e-05, + 3.948016819776967e-05, + 3.9401045796694234e-05, + 3.932117033400573e-05, + 3.92427209590096e-05, + 3.916368223144673e-05, + 3.908683720510453e-05, + 3.900960655300878e-05, + 3.893375469488092e-05, + 3.8857964682392776e-05, + 3.87828767998144e-05, + 3.8706682971678674e-05, + 3.863007441395894e-05, + 3.855358954751864e-05, + 3.847843618132174e-05, + 3.840487261186354e-05, + 3.833212031167932e-05, + 3.826020110864192e-05, + 3.8187357858987525e-05, + 3.8114318158477545e-05, + 3.804000880336389e-05, + 3.7965848605381325e-05, + 3.789251422858797e-05, + 3.7820882425876334e-05, + 3.774854485527612e-05, + 3.767685848288238e-05, + 3.7605062971124426e-05, + 3.7535050068981946e-05, + 3.746432776097208e-05, + 3.739445674000308e-05, + 3.732492041308433e-05, + 3.725679198396392e-05, + 3.718879452208057e-05, + 3.711945828399621e-05, + 3.70525085600093e-05, + 3.698590080603026e-05, + 3.692032260005362e-05, + 3.685427509481087e-05, + 3.678827124531381e-05, + 3.6721678043249995e-05, + 3.665381882456131e-05, + 3.658483910840005e-05, + 3.65178711945191e-05, + 3.645172910182737e-05, + 3.6386198189575225e-05, + 3.631990330177359e-05, + 3.625435783760622e-05, + 3.6190958780935034e-05, + 3.6127625207882375e-05, + 3.606261088862084e-05, + 3.599839692469686e-05, + 3.593513974919915e-05, + 3.587278843042441e-05, + 3.581074997782707e-05, + 3.57483841071371e-05, + 3.5686880437424406e-05, + 3.562474375939928e-05, + 3.556297815521248e-05, + 3.550089604686946e-05, + 3.543931961758062e-05, + 3.537805241649039e-05, + 3.531789843691513e-05, + 3.525811553117819e-05, + 3.519863457768224e-05, + 3.5139750252710655e-05, + 3.5079709050478414e-05, + 3.5019751521758735e-05, + 3.495904093142599e-05, + 3.489879964035936e-05, + 3.4839471481973305e-05, + 3.47799104929436e-05, + 3.4721011616056785e-05, + 3.46624874509871e-05, + 3.460461084614508e-05, + 3.4547574614407495e-05, + 3.448983625276014e-05, + 3.443233435973525e-05, + 3.4376025723759085e-05, + 3.432025187066756e-05, + 3.426385956117883e-05, + 3.4208129363832995e-05, + 3.415231185499579e-05, + 3.40964543283917e-05, + 3.404100425541401e-05, + 3.3986230846494436e-05, + 3.3932079531950876e-05, + 3.3878328395076096e-05, + 3.382382055860944e-05, + 3.376830863999203e-05, + 3.371280035935342e-05, + 3.3658045140327886e-05, + 3.360419214004651e-05, + 3.3549957151990384e-05, + 3.349558392073959e-05, + 3.344165816088207e-05, + 3.3387826988473535e-05, + 3.333399217808619e-05, + 3.3280248317169026e-05, + 3.322680277051404e-05, + 3.317533264635131e-05, + 3.312292756163515e-05, + 3.307133374619298e-05, + 3.301888864370994e-05, + 3.296778231742792e-05, + 3.2917236239882186e-05, + 3.286611899966374e-05, + 3.281432873336598e-05, + 3.276244751759805e-05, + 3.271122113801539e-05, + 3.266091880504973e-05, + 3.261035089963116e-05, + 3.256011041230522e-05, + 3.250975350965746e-05, + 3.245915286242962e-05, + 3.240730075049214e-05, + 3.235732583561912e-05, + 3.2308100344380364e-05, + 3.2259114959742874e-05, + 3.2209904020419344e-05, + 3.216024924768135e-05, + 3.211055081919767e-05, + 3.2060885132523254e-05, + 3.2012423616833985e-05, + 3.196445686626248e-05, + 3.191708674421534e-05, + 3.1870335078565404e-05, + 3.182345972163603e-05, + 3.1775940442457795e-05, + 3.172908691340126e-05, + 3.168195689795539e-05, + 3.163529981975444e-05, + 3.1588679121341556e-05, + 3.1542447686661035e-05, + 3.149612166453153e-05, + 3.1450206734007224e-05, + 3.1403971661347896e-05, + 3.135804217890836e-05, + 3.131289849989116e-05, + 3.1269075407180935e-05, + 3.122546331724152e-05, + 3.1182236853055656e-05, + 3.11387593683321e-05, + 3.109516546828672e-05, + 3.105182258877903e-05, + 3.100760659435764e-05, + 3.096400905633345e-05, + 3.0920975405024365e-05, + 3.0877730750944465e-05, + 3.0834475182928145e-05, + 3.0791783501626924e-05, + 3.0748600693186745e-05, + 3.0705126846442e-05, + 3.066185308853164e-05, + 3.061885217903182e-05, + 3.0575974960811436e-05, + 3.053366162930615e-05, + 3.0492423320538364e-05, + 3.0451143175014295e-05, + 3.0409764804062434e-05, + 3.0368331863428466e-05, + 3.032698623428587e-05, + 3.028589708264917e-05, + 3.0244653316913173e-05, + 3.020368421857711e-05, + 3.0162842449499294e-05, + 3.0121584131848067e-05, + 3.008040221175179e-05, + 3.0040693673072383e-05, + 3.000023207277991e-05, + 2.995967042807024e-05, + 2.9918850486865267e-05, + 2.9878441637265496e-05, + 2.9838472983101383e-05, + 2.9798800824210048e-05, + 2.9759885364910588e-05, + 2.9721000828430988e-05, + 2.9682192689506337e-05, + 2.96426733257249e-05, + 2.960335223178845e-05, + 2.956365278805606e-05, + 2.9524200726882555e-05, + 2.9485130653483793e-05, + 2.9445831387420185e-05, + 2.9407408874249086e-05, + 2.9368646210059524e-05, + 2.9330220058909617e-05, + 2.9291953978827223e-05, + 2.925437547673937e-05, + 2.92158147203736e-05, + 2.9176522730267607e-05, + 2.913769640144892e-05, + 2.909897011704743e-05, + 2.9060402084724046e-05, + 2.90225198114058e-05, + 2.898471757362131e-05, + 2.8947180908289738e-05, + 2.8909458706039004e-05, + 2.8871245376649313e-05, + 2.883350316551514e-05, + 2.879575185943395e-05, + 2.8758280677720904e-05, + 2.8721577109536156e-05, + 2.868418778234627e-05, + 2.8646849386859685e-05, + 2.8609387300093658e-05, + 2.857259642041754e-05, + 2.8536072932183743e-05, + 2.8499473046394996e-05, + 2.8463065973483026e-05, + 2.8425929485820234e-05, + 2.8389005819917656e-05, + 2.8352393201203085e-05, + 2.8316340831224807e-05, + 2.8280082915443927e-05, + 2.824393959599547e-05, + 2.8208109142724425e-05, + 2.8172251404612325e-05, + 2.8136844775872305e-05, + 2.8101396310376003e-05, + 2.806633165164385e-05, + 2.8031194233335555e-05, + 2.7996502467431128e-05, + 2.7962034437223338e-05, + 2.792716259136796e-05, + 2.7892039724974893e-05, + 2.7857902750838548e-05, + 2.782440060400404e-05, + 2.7790472813649103e-05, + 2.7755606424761936e-05, + 2.772088919300586e-05, + 2.7686830435413867e-05, + 2.765313365671318e-05, + 2.762006079137791e-05, + 2.758662958513014e-05, + 2.755279274424538e-05, + 2.7518804927240126e-05, + 2.7484706151881255e-05, + 2.7450885681901127e-05, + 2.7417021556175314e-05, + 2.738345028774347e-05, + 2.7350362870492972e-05, + 2.731710992520675e-05, + 2.7284302632324398e-05, + 2.725173908402212e-05, + 2.7218899049330503e-05, + 2.7186571969650686e-05, + 2.7154719646205194e-05, + 2.7123038307763636e-05, + 2.7090669391327538e-05, + 2.7058129489887506e-05, + 2.7025338567909785e-05, + 2.6992642233381048e-05, + 2.696030423976481e-05, + 2.6928511942969635e-05, + 2.6897097995970398e-05, + 2.6865807740250602e-05, + 2.6834646632778458e-05, + 2.6803838409250602e-05, + 2.677288284758106e-05, + 2.674190363904927e-05, + 2.6710979000199586e-05, + 2.6680110750021413e-05, + 2.6648676794138737e-05, + 2.661758117028512e-05, + 2.6586763851810247e-05, + 2.6555866497801617e-05, + 2.6525149223743938e-05, + 2.649451926117763e-05, + 2.6464193069841713e-05, + 2.6434199753566645e-05, + 2.640455204527825e-05, + 2.6374791559646837e-05, + 2.6344698198954575e-05, + 2.6314892238588072e-05, + 2.628548645589035e-05, + 2.6256069759256206e-05, + 2.622658030304592e-05, + 2.619659062474966e-05, + 2.6166653697146103e-05, + 2.613716060295701e-05, + 2.610799674584996e-05, + 2.607931492093485e-05, + 2.6050709493574686e-05, + 2.6022500605904497e-05, + 2.5993978852056898e-05, + 2.5964907763409428e-05, + 2.593559111119248e-05, + 2.5906549126375467e-05, + 2.5877958250930533e-05, + 2.5849842131719925e-05, + 2.5821591407293454e-05, + 2.579383726697415e-05, + 2.5765773898456246e-05, + 2.5736948373378254e-05, + 2.5708874090923928e-05, + 2.5681278202682734e-05, + 2.565347313066013e-05, + 2.562521149229724e-05, + 2.5596778868930414e-05, + 2.5568630007910542e-05, + 2.5541263312334195e-05, + 2.5513823857181706e-05, + 2.5485742298769765e-05, + 2.5457211449975148e-05, + 2.5428755179746076e-05, + 2.5400733647984453e-05, + 2.5373527023475617e-05, + 2.534597660996951e-05, + 2.531840254960116e-05, + 2.529073753976263e-05, + 2.5263077986892313e-05, + 2.523584225855302e-05, + 2.520858652133029e-05, + 2.5181709133903496e-05, + 2.5154813556582667e-05, + 2.51278979703784e-05, + 2.5100905986619182e-05, + 2.5074197765206918e-05, + 2.5047977032954805e-05, + 2.5021272449521348e-05, + 2.499445508874487e-05, + 2.4968074285425246e-05, + 2.4941609808593057e-05, + 2.4915132598835044e-05, + 2.488888640073128e-05, + 2.4862578356987797e-05, + 2.4836077500367537e-05, + 2.4809349270071834e-05, + 2.4782673790468834e-05, + 2.4756454877206124e-05, + 2.473054155416321e-05, + 2.4704870156710967e-05, + 2.467932426952757e-05, + 2.4653489163029008e-05, + 2.462746124365367e-05, + 2.4600880351499654e-05, + 2.4574568669777364e-05, + 2.4548893634346314e-05, + 2.4523875254089944e-05, + 2.4499006030964665e-05, + 2.4473432858940214e-05, + 2.4447634132229723e-05, + 2.44218699663179e-05, + 2.4396491426159628e-05, + 2.437096554785967e-05, + 2.4346218197024427e-05, + 2.432140536257066e-05, + 2.429707456030883e-05, + 2.4272489099530503e-05, + 2.424805461487267e-05, + 2.4223458240157925e-05, + 2.4199031031457707e-05, + 2.41746092797257e-05, + 2.415026756352745e-05, + 2.412608591839671e-05, + 2.4101709641399793e-05, + 2.4077155103441328e-05, + 2.4052926164586097e-05, + 2.4028897314565256e-05, + 2.4004786610021256e-05, + 2.39810069615487e-05, + 2.395714182057418e-05, + 2.3933167540235445e-05, + 2.3909071387606673e-05, + 2.388518441875931e-05, + 2.3861477529862896e-05, + 2.3838018023525365e-05, + 2.3814620362827554e-05, + 2.379177021794021e-05, + 2.37690383073641e-05, + 2.374586802034173e-05, + 2.3722421246930026e-05, + 2.3699460143689066e-05, + 2.3676686396356672e-05, + 2.365390901104547e-05, + 2.363136263738852e-05, + 2.360877624596469e-05, + 2.358631718379911e-05, + 2.3563636204926297e-05, + 2.354085518163629e-05, + 2.351796138100326e-05, + 2.349496389797423e-05, + 2.3472342945751734e-05, + 2.3449689251719974e-05, + 2.342712105019018e-05, + 2.340504761377815e-05, + 2.33829632634297e-05, + 2.3360564227914438e-05, + 2.3338185201282613e-05, + 2.3315918951993808e-05, + 2.3294083803193644e-05, + 2.3272097678272985e-05, + 2.3249953301274218e-05, + 2.3227810743264854e-05, + 2.320559178770054e-05, + 2.3183438315754756e-05, + 2.3161204808275215e-05, + 2.3139124095905572e-05, + 2.3116926968214102e-05, + 2.3095326469046995e-05, + 2.307367140019778e-05, + 2.3051450625644065e-05, + 2.302941538800951e-05, + 2.3007765776128508e-05, + 2.2986367184785195e-05, + 2.2965072275837883e-05, + 2.29436373047065e-05, + 2.2922309653949924e-05, + 2.2900789190316573e-05, + 2.2879492462379858e-05, + 2.2857946532894857e-05, + 2.283665344293695e-05, + 2.281538581883069e-05, + 2.2794394681113772e-05, + 2.2773045202484354e-05, + 2.2751741198590025e-05, + 2.273056816193275e-05, + 2.2709871700499207e-05, + 2.2689198885927908e-05, + 2.2668549718218856e-05, + 2.2647707737633027e-05, + 2.262665111629758e-05, + 2.2605763660976663e-05, + 2.2584979888051748e-05, + 2.2564088794752024e-05, + 2.2543012164533138e-05, + 2.2522210201714188e-05, + 2.25014919124078e-05, + 2.2481026462628506e-05, + 2.2460335458163172e-05, + 2.2439602616941556e-05, + 2.241888978460338e-05, + 2.2398564397008158e-05, + 2.2378393623512238e-05, + 2.2358224669005722e-05, + 2.2337733753374778e-05, + 2.231733924418222e-05, + 2.22972194023896e-05, + 2.2277497919276357e-05, + 2.2257727323449217e-05, + 2.223775300080888e-05, + 2.2217527657630853e-05, + 2.219741145381704e-05, + 2.2177506252774037e-05, + 2.215749555034563e-05, + 2.213746847701259e-05, + 2.2117807020549662e-05, + 2.209813283116091e-05, + 2.2078696929384023e-05, + 2.2059219190850854e-05, + 2.2039950636099093e-05, + 2.2020880351192318e-05, + 2.2001779143465683e-05, + 2.1982019461574964e-05, + 2.1962145183351822e-05, + 2.1942309103906155e-05, + 2.1922778614680283e-05, + 2.1903148081037216e-05, + 2.188363578170538e-05, + 2.1864110749447718e-05, + 2.184483309974894e-05, + 2.1825280782650225e-05, + 2.1805770302307792e-05, + 2.178650720452424e-05, + 2.1767307771369815e-05, + 2.174827386625111e-05, + 2.172899985453114e-05, + 2.170930201828014e-05, + 2.168997161788866e-05, + 2.1670872229151428e-05, + 2.165169826184865e-05, + 2.1632862626574934e-05, + 2.161433076253161e-05, + 2.1595973521471024e-05, + 2.157732888008468e-05, + 2.155867150577251e-05, + 2.153990681108553e-05, + 2.1521400412893854e-05, + 2.1503041352843866e-05, + 2.1484747776412405e-05, + 2.146650876966305e-05, + 2.1448382540256716e-05, + 2.143019446521066e-05, + 2.141199729521759e-05, + 2.1393969291239046e-05, + 2.1376084987423383e-05, + 2.1358368030632846e-05, + 2.1340427338145673e-05, + 2.1322257452993654e-05, + 2.130449138348922e-05, + 2.128669075318612e-05, + 2.126871549990028e-05, + 2.1250581994536333e-05, + 2.1232695871731266e-05, + 2.1215026208665222e-05, + 2.119728014804423e-05, + 2.1179303075768985e-05, + 2.1161355107324198e-05, + 2.114361268468201e-05, + 2.1125812054378912e-05, + 2.110803143295925e-05, + 2.1090530935907736e-05, + 2.107305590470787e-05, + 2.105569001287222e-05, + 2.1038216800661758e-05, + 2.1020447093178518e-05, + 2.100268284266349e-05, + 2.0985091396141797e-05, + 2.096760545100551e-05, + 2.095005038427189e-05, + 2.093266994052101e-05, + 2.0915344066452235e-05, + 2.0898025468341075e-05, + 2.0880966985714622e-05, + 2.0863963072770275e-05, + 2.084692459902726e-05, + 2.082978971884586e-05, + 2.0812654838664457e-05, + 2.0795590899069794e-05, + 2.0778754333150573e-05, + 2.076173223031219e-05, + 2.074478834401816e-05, + 2.0727762603200972e-05, + 2.0710964236059226e-05, + 2.069424226647243e-05, + 2.0677553038694896e-05, + 2.0660938389482908e-05, + 2.0644443793571554e-05, + 2.06280510610668e-05, + 2.0611567379091866e-05, + 2.0595198293449357e-05, + 2.0578760086209513e-05, + 2.0562167264870368e-05, + 2.0545612642308697e-05, + 2.0528887034743093e-05, + 2.0512143237283453e-05, + 2.0495512217166834e-05, + 2.047924317594152e-05, + 2.0462821339606307e-05, + 2.0446328562684357e-05, + 2.042991945927497e-05, + 2.0413410311448388e-05, + 2.0397012121975422e-05, + 2.038089769484941e-05, + 2.0365012460388243e-05, + 2.0348992620711215e-05, + 2.033265081990976e-05, + 2.031637450272683e-05, + 2.0300232790759765e-05, + 2.0284223865019158e-05, + 2.0267932995921e-05, + 2.0251576643204316e-05, + 2.0235302145010792e-05, + 2.0219047655700706e-05, + 2.0203102394589223e-05, + 2.0187200789223425e-05, + 2.0171375581412576e-05, + 2.0155324818915688e-05, + 2.013922858168371e-05, + 2.012318691413384e-05, + 2.0107278032810427e-05, + 2.0091290934942663e-05, + 2.007569491979666e-05, + 2.0060357201145962e-05, + 2.004528505494818e-05, + 2.002972541959025e-05, + 2.0013821995235048e-05, + 1.9997978597530164e-05, + 1.998237166844774e-05, + 1.996678656723816e-05, + 1.995134152821265e-05, + 1.9935927412007004e-05, + 1.9920562408515252e-05, + 1.99055048142327e-05, + 1.989033626159653e-05, + 1.9875116777257062e-05, + 1.9859831809299067e-05, + 1.984465416171588e-05, + 1.9829290977213532e-05, + 1.981409513973631e-05, + 1.9798793800873682e-05, + 1.9783319658017717e-05, + 1.9767969206441194e-05, + 1.9752729713218287e-05, + 1.973757753148675e-05, + 1.972231075342279e-05, + 1.9707231331267394e-05, + 1.9692102796398103e-05, + 1.967687603610102e-05, + 1.9661827536765486e-05, + 1.9646802684292197e-05, + 1.9631770555861294e-05, + 1.961680391104892e-05, + 1.9602239262894727e-05, + 1.9587652786867693e-05, + 1.9572997189243324e-05, + 1.955819971044548e-05, + 1.9543496819096617e-05, + 1.9528963093762286e-05, + 1.9514460291247815e-05, + 1.9500041162245907e-05, + 1.948540739249438e-05, + 1.9470737242954783e-05, + 1.94559725059662e-05, + 1.944157702382654e-05, + 1.9427168808761053e-05, + 1.9412933397688903e-05, + 1.9398528820602223e-05, + 1.9384267943678424e-05, + 1.936999979079701e-05, + 1.93557843886083e-05, + 1.934161628014408e-05, + 1.9327126210555434e-05, + 1.9312645235913806e-05, + 1.9298282495583408e-05, + 1.9284147128928453e-05, + 1.9270162738393992e-05, + 1.9256134692113847e-05, + 1.9241897462052293e-05, + 1.922775300045032e-05, + 1.9213888663216494e-05, + 1.919992246257607e-05, + 1.9185961718903854e-05, + 1.9171946405549534e-05, + 1.9158127543050796e-05, + 1.9144234101986513e-05, + 1.9130513464915566e-05, + 1.911665458464995e-05, + 1.9102590158581734e-05, + 1.908865488076117e-05, + 1.9074790543527342e-05, + 1.9060837075812742e-05 + ], + "stabilities": [ + 0.40713000297546387, + -18.47734260559082, + 0.06312257051467896, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.4309525489807129, + 0.9723756909370422, + 1.0, + 0.8287290334701538, + 1.0, + -0.3319500684738159, + 1.0, + -0.4871826171875, + 1.0, + 0.8630940318107605, + 0.9371737241744995, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932107925415039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850886464118958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973396062850952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995490550994873, + 1.0, + 1.0, + 0.9829066395759583, + 1.0, + 0.9926387667655945, + 0.9813185930252075, + 1.0, + 0.961051344871521, + 0.9821835160255432, + 0.9898155331611633, + 0.9990285038948059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9799005389213562, + 1.0, + 0.989758312702179, + 1.0, + 1.0, + 0.9984244704246521, + 0.9985402226448059, + 0.9890561699867249, + 1.0, + 0.9948686957359314, + 0.9947623610496521, + 1.0, + 0.9852328300476074, + 1.0, + 0.9892651438713074, + 0.9583967924118042, + 0.9712972640991211, + 0.9808155298233032, + 1.0, + 1.0, + 1.0, + 0.9861977696418762, + 0.9951980710029602, + 0.9996287822723389, + 1.0, + 1.0, + 1.0, + 0.9844816327095032, + 0.9846909642219543, + 1.0, + 0.9955868721008301, + 0.9937272667884827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979579448699951, + 1.0, + 0.9959257245063782, + 1.0, + 1.0, + 1.0, + 0.9931848049163818, + 1.0, + 1.0, + 0.9735826253890991, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935855269432068, + 0.9877533316612244, + 0.9900574088096619, + 0.9767544865608215, + 1.0, + 1.0, + 1.0, + 0.9975947737693787, + 1.0, + 0.9823310375213623, + 1.0, + 1.0, + 1.0, + 0.9901914596557617, + 0.9684951305389404, + 1.0, + 0.9909728765487671, + 1.0, + 0.9967402219772339, + 1.0, + 0.9982956647872925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992849826812744, + 0.9980918169021606, + 0.9880513548851013, + 0.959919810295105, + 1.0, + 0.9811111092567444, + 1.0, + 0.9920046329498291, + 1.0, + 0.9911872744560242, + 1.0, + 0.9882428050041199, + 0.9998562932014465, + 0.9798691272735596, + 0.9802626371383667, + 1.0, + 1.0, + 0.997455358505249, + 0.9868251085281372, + 0.9848076701164246, + 0.9868747591972351, + 1.0, + 1.0, + 1.0, + 0.9818238615989685, + 0.9955205321311951, + 1.0, + 1.0, + 0.9621527791023254, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830369353294373, + 0.9970718026161194, + 0.9768198132514954, + 1.0, + 0.977942705154419, + 1.0, + 0.9966139793395996, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875560402870178, + 0.9991117119789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796233177185059, + 0.9863699078559875, + 0.9898163676261902, + 0.9884137511253357, + 1.0, + 0.9851380586624146, + 0.9804425835609436, + 1.0, + 0.9782108664512634, + 0.978653609752655, + 1.0, + 0.991610586643219, + 1.0, + 1.0, + 0.9811030626296997, + 0.9996932148933411, + 1.0, + 1.0, + 1.0, + 0.9990332722663879, + 0.9666000604629517, + 0.994574785232544, + 1.0, + 1.0, + 0.9996545314788818, + 1.0, + 1.0, + 0.9969876408576965, + 1.0, + 0.9862871766090393, + 0.9938206672668457, + 0.9870981574058533, + 0.9905200004577637, + 1.0, + 1.0, + 0.9845045208930969, + 1.0, + 1.0, + 0.9899858236312866, + 1.0, + 1.0, + 0.9810640811920166, + 0.9898262619972229, + 0.9759854078292847, + 1.0, + 0.9957378506660461, + 1.0, + 0.9957088828086853, + 1.0, + 0.990035355091095, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945299625396729, + 0.9697041511535645, + 0.985344648361206, + 0.9655236601829529, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889741539955139, + 0.9813681840896606, + 1.0, + 0.9924649596214294, + 0.991424024105072, + 0.9831648468971252, + 1.0, + 1.0, + 1.0, + 0.9881271123886108, + 1.0, + 1.0, + 1.0, + 0.9833260774612427, + 0.9958128333091736, + 0.9864909052848816, + 0.9784159064292908, + 1.0, + 1.0, + 1.0, + 0.9791648983955383, + 0.9977400302886963, + 0.9636123776435852, + 1.0, + 1.0, + 1.0, + 0.9808650016784668, + 0.9981448650360107, + 0.9725852012634277, + 1.0, + 0.9820241928100586, + 1.0, + 0.9739020466804504, + 0.9872525930404663, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880755543708801, + 1.0, + 0.994934618473053, + 0.9934713244438171, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878841638565063, + 1.0, + 0.9881783723831177, + 1.0, + 0.987891674041748, + 1.0, + 0.9984888434410095, + 1.0, + 1.0, + 0.9926740527153015, + 0.9762579202651978, + 0.9731606245040894, + 1.0, + 0.9911390542984009, + 1.0, + 1.0, + 0.9840639233589172, + 0.9951387643814087, + 0.9953210949897766, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875355958938599, + 0.9934684038162231, + 1.0, + 0.9834593534469604, + 1.0, + 1.0, + 1.0, + 0.9829909205436707, + 0.9924118518829346, + 1.0, + 1.0, + 0.9945122003555298, + 1.0, + 0.9724270105361938, + 1.0, + 0.9806798696517944, + 1.0, + 0.9979135394096375, + 1.0, + 1.0, + 0.9869268536567688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979261159896851, + 0.9948043823242188, + 1.0, + 0.9918491840362549, + 0.988788902759552, + 0.9850916266441345, + 1.0, + 0.9871127605438232, + 1.0, + 0.9770998358726501, + 1.0, + 0.9870249629020691, + 1.0, + 0.9955280423164368, + 1.0, + 1.0, + 1.0, + 0.9873611927032471, + 0.9835173487663269, + 0.9940628409385681, + 0.9931446313858032, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993601381778717, + 0.9814745783805847, + 1.0, + 0.9957283139228821, + 1.0, + 0.9797641634941101, + 1.0, + 0.9925957918167114, + 0.9997984766960144, + 0.9842137694358826, + 1.0, + 1.0, + 0.9698600172996521, + 0.9992950558662415, + 0.9888304471969604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9753300547599792, + 0.9921258091926575, + 0.9952037334442139, + 1.0, + 0.9931399822235107, + 0.9715179800987244, + 1.0, + 1.0, + 0.9923344254493713, + 0.9893962144851685, + 0.9899452924728394, + 0.9991269111633301, + 1.0, + 0.99033522605896, + 1.0, + 0.9983346462249756, + 1.0, + 0.996239960193634, + 0.9991421699523926, + 0.9859771728515625, + 0.9979391694068909, + 0.9990692138671875, + 0.9940029978752136, + 1.0, + 1.0, + 1.0, + 0.9965505599975586, + 0.9889690279960632, + 1.0, + 0.9929159879684448, + 0.9978681802749634, + 0.9929357171058655, + 0.9894714951515198, + 1.0, + 1.0, + 0.9831765294075012, + 0.9944025874137878, + 1.0, + 0.9922138452529907, + 1.0, + 1.0, + 0.9966464638710022, + 0.9920337796211243, + 0.992462694644928, + 0.9964364767074585, + 1.0, + 1.0, + 1.0, + 0.9904058575630188, + 0.9874805808067322, + 1.0, + 1.0, + 0.995576024055481, + 1.0, + 1.0, + 1.0, + 0.9984564185142517, + 0.9667754173278809, + 1.0, + 0.9885067343711853, + 1.0, + 0.9781437516212463, + 0.9927054643630981, + 1.0, + 1.0, + 1.0, + 0.9911323189735413, + 0.9859728217124939, + 1.0, + 0.9971633553504944, + 1.0, + 1.0, + 1.0, + 0.9675450325012207, + 0.9885934591293335, + 0.9988889694213867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794431924819946, + 0.9933244585990906, + 0.991200864315033, + 0.9904906749725342, + 1.0, + 1.0, + 0.989574670791626, + 1.0, + 0.9935624003410339, + 1.0, + 0.9951896071434021, + 1.0, + 0.994596004486084, + 1.0, + 0.9969446659088135, + 0.986266016960144, + 0.9741347432136536, + 0.9984051585197449, + 0.9944680333137512, + 1.0, + 1.0, + 0.9975679516792297, + 1.0, + 0.989385187625885, + 0.9903731346130371, + 1.0, + 1.0, + 0.9901339411735535, + 1.0, + 1.0, + 0.9991449117660522, + 0.9970331192016602, + 1.0, + 0.9901905059814453, + 0.9777893424034119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972078800201416, + 1.0, + 0.9965534806251526, + 1.0, + 1.0, + 1.0, + 0.9673614501953125, + 1.0, + 1.0, + 1.0, + 0.9931293725967407, + 0.9923641681671143, + 0.9956899285316467, + 0.9840213656425476, + 1.0, + 1.0, + 1.0, + 0.9983295202255249, + 1.0, + 0.9969238042831421, + 0.9935145378112793, + 1.0, + 0.9807621240615845, + 1.0, + 0.9944583773612976, + 0.9991625547409058, + 0.9850600361824036, + 1.0, + 1.0, + 0.9913846254348755, + 1.0, + 0.9990723729133606, + 0.9853988289833069, + 1.0, + 0.9963487982749939, + 1.0, + 1.0, + 0.9908057451248169, + 1.0, + 0.9957269430160522, + 0.982524037361145, + 1.0, + 1.0, + 1.0, + 0.9851927757263184, + 0.9957543015480042, + 1.0, + 0.9977660775184631, + 1.0, + 0.9973132610321045, + 0.9947232604026794, + 0.9879665970802307, + 1.0, + 0.9999160170555115, + 0.9943684339523315, + 1.0, + 0.990260660648346, + 1.0, + 0.9920979738235474, + 1.0, + 0.9902096390724182, + 0.9964852929115295, + 1.0, + 1.0, + 0.9747677445411682, + 0.9842737317085266, + 1.0, + 1.0, + 0.9989137649536133, + 0.983911395072937, + 0.9922067523002625, + 0.9843767285346985, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995048463344574, + 1.0, + 0.9942376017570496, + 0.9884085655212402, + 1.0, + 0.9894328117370605, + 0.9954553246498108, + 1.0, + 0.9871628284454346, + 0.9883391261100769, + 0.9972817897796631, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918341040611267, + 0.9859983325004578, + 0.9910253882408142, + 0.998767614364624, + 0.9985940456390381, + 0.9913797974586487, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922103881835938, + 0.9937872290611267, + 1.0, + 0.9970318675041199, + 0.9998866319656372, + 0.9927978515625, + 0.9917173385620117, + 0.9910721778869629, + 1.0, + 1.0, + 0.9930815696716309, + 0.9891344904899597, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878323078155518, + 0.9916458129882812, + 0.9859972596168518, + 0.9999416470527649, + 0.9886264204978943, + 1.0, + 1.0, + 1.0, + 0.9932411313056946, + 0.9870139956474304, + 0.9862112402915955, + 1.0, + 0.9849053621292114, + 1.0, + 1.0, + 0.9765172600746155, + 0.9854851365089417, + 1.0, + 1.0, + 1.0, + 0.9926267266273499, + 0.9746825098991394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872660636901855, + 0.9735586643218994, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872420430183411, + 1.0, + 0.9886762499809265, + 1.0, + 1.0, + 1.0, + 0.9921619296073914, + 0.9840573072433472, + 1.0, + 1.0, + 0.9862410426139832, + 1.0, + 1.0, + 0.9937088489532471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852802157402039, + 0.9907825589179993, + 0.9932572245597839, + 0.9975079894065857, + 1.0, + 1.0, + 1.0, + 0.9923036098480225, + 0.9783874154090881, + 0.976725161075592, + 0.9964184165000916, + 1.0, + 1.0, + 1.0, + 0.9876134991645813, + 1.0, + 0.9718294143676758, + 1.0, + 0.9829234480857849, + 1.0, + 0.9961572885513306, + 1.0, + 0.9955775141716003, + 1.0, + 0.9989989995956421, + 0.9958487153053284, + 1.0, + 1.0, + 0.9892930388450623, + 0.9940189719200134, + 1.0, + 0.9884622097015381, + 1.0, + 1.0, + 1.0, + 0.9937020540237427, + 0.9950264096260071, + 0.9918596744537354, + 0.9995105266571045, + 0.9788239598274231, + 0.9969976544380188, + 1.0, + 1.0, + 0.9815378785133362, + 0.9940204620361328, + 1.0, + 0.99193274974823, + 1.0, + 0.9966368079185486, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859439134597778, + 1.0, + 0.9984217882156372, + 0.980312705039978, + 1.0, + 1.0, + 1.0, + 0.9972708225250244, + 0.9827734231948853, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992862939834595, + 1.0, + 0.9953702688217163, + 1.0, + 0.9754162430763245, + 1.0, + 1.0, + 0.9939579367637634, + 0.9847040772438049, + 0.9905248880386353, + 0.9974780678749084, + 1.0, + 0.9973201155662537, + 1.0, + 0.9918573498725891, + 1.0, + 0.9905664920806885, + 1.0, + 0.989223837852478, + 1.0, + 1.0, + 0.9959639310836792, + 0.9797951579093933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941806197166443, + 0.9970590472221375, + 1.0, + 1.0, + 0.9890927672386169, + 0.9981526136398315, + 0.9899488091468811, + 1.0, + 1.0, + 1.0, + 0.9833958148956299, + 0.9944005608558655, + 1.0, + 1.0, + 0.9974812865257263, + 0.9886512160301208, + 0.9820926785469055, + 1.0, + 1.0, + 1.0, + 0.9967722296714783, + 0.9917054176330566, + 1.0, + 1.0, + 0.9838682413101196, + 1.0, + 0.9898556470870972, + 1.0, + 0.9913272261619568, + 0.9917763471603394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9867385029792786, + 1.0, + 0.995993971824646, + 1.0, + 0.9894088506698608, + 1.0, + 1.0, + 0.9893826842308044, + 0.9987224340438843, + 0.9935187697410583, + 1.0, + 1.0, + 0.9833705425262451, + 0.9901168346405029, + 1.0, + 0.9842883944511414, + 0.9859223961830139, + 0.9925276637077332, + 1.0, + 1.0, + 1.0, + 0.9881694912910461, + 0.9939135313034058, + 0.9984400272369385, + 0.9990742802619934, + 0.9957431554794312, + 1.0, + 1.0, + 0.9924692511558533, + 0.9940983653068542, + 0.992542564868927, + 1.0, + 1.0, + 0.9796829223632812, + 1.0, + 1.0, + 1.0, + 0.9884759783744812, + 0.9897809624671936, + 1.0, + 1.0, + 1.0, + 0.9905216693878174, + 1.0, + 1.0, + 0.9859493374824524, + 1.0, + 0.9958311915397644, + 1.0, + 1.0, + 1.0, + 0.9920886158943176, + 0.9960127472877502, + 1.0, + 0.9920402765274048, + 0.9988537430763245, + 1.0, + 0.9868229031562805, + 0.998751699924469, + 1.0, + 1.0, + 1.0, + 0.9977629780769348, + 0.9887032508850098, + 1.0, + 0.9973304271697998, + 1.0, + 0.9884787201881409, + 0.9974259734153748, + 0.999768078327179, + 0.9974476099014282, + 0.994620680809021, + 0.9957902431488037, + 1.0, + 0.9948123693466187, + 1.0, + 1.0, + 0.9994530081748962, + 1.0, + 1.0, + 0.9951483607292175, + 0.980185329914093, + 1.0, + 1.0, + 0.9967411160469055, + 1.0, + 0.9950771927833557, + 0.9847578406333923, + 0.9875130653381348, + 1.0, + 1.0, + 0.9977501630783081, + 0.9935776591300964, + 0.9937659502029419, + 1.0, + 1.0, + 0.9970394968986511, + 1.0, + 0.983013927936554, + 0.9989936947822571, + 0.9968629479408264, + 1.0, + 1.0, + 0.9985859394073486, + 0.9934861063957214, + 1.0, + 0.9772925972938538, + 0.9853695034980774, + 0.9842702746391296, + 1.0, + 1.0, + 0.9980819821357727, + 0.9867736101150513, + 1.0, + 0.9928440451622009, + 0.9998558759689331, + 0.9983565211296082, + 0.9818910956382751, + 1.0, + 1.0, + 1.0, + 0.9947533011436462, + 1.0, + 0.9911968111991882, + 1.0, + 1.0, + 0.9938482642173767, + 0.9944632053375244, + 0.9960883259773254, + 1.0, + 0.9894922375679016, + 1.0, + 1.0, + 0.9900875091552734, + 1.0, + 1.0, + 0.9972323775291443, + 0.9749656915664673, + 1.0, + 1.0, + 1.0, + 0.9953739047050476, + 0.9902142286300659, + 0.9994461536407471, + 0.9960622787475586, + 1.0, + 1.0, + 1.0, + 0.9768116474151611, + 1.0, + 0.9898306131362915, + 1.0, + 0.9916875958442688, + 1.0, + 0.9978730082511902, + 0.9983064532279968, + 1.0, + 1.0, + 0.9935840964317322, + 0.9858798384666443, + 0.9908302426338196, + 1.0, + 1.0, + 0.9951109886169434, + 0.9819374680519104, + 1.0, + 1.0, + 1.0, + 0.9876879453659058, + 1.0, + 0.9890788197517395, + 1.0, + 1.0, + 0.9924138188362122, + 0.9968269467353821, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..76dc5fd0e93747635173e88c58a8f30b580c3bba --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 4188.54833984375, + "strength": 3164.01904296875, + "max_strength": 3669.699951171875, + "final_strength": 3483.199951171875, + "sample_efficiency": 2.9761201858491404e-07, + "training_efficiency": 1.9060855265706778e-05, + "stability": 0.9948940873146057 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..76dc5fd0e93747635173e88c58a8f30b580c3bba --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 4188.54833984375, + "strength": 3164.01904296875, + "max_strength": 3669.699951171875, + "final_strength": 3483.199951171875, + "sample_efficiency": 2.9761201858491404e-07, + "training_efficiency": 1.9060855265706778e-05, + "stability": 0.9948940873146057 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_train.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..768f63720a1119a42234fd6f9e65d59e1b7cefe1 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 4188.54833984375, + "strength": 3164.01904296875, + "max_strength": 3669.699951171875, + "final_strength": 3483.199951171875, + "sample_efficiency": 2.9761201858491404e-07, + "training_efficiency": 1.9060855265706778e-05, + "stability": 0.9948940873146057 + }, + "local": { + "mean_returns": [ + 720.0, + 718.6956787109375, + 701.25, + 685.7446899414062, + 723.2000122070312, + 733.5999755859375, + 772.2000122070312, + 800.0, + 801.7999877929688, + 754.0, + 753.0, + 754.0, + 747.7999877929688, + 766.0, + 701.7999877929688, + 702.2000122070312, + 679.0, + 684.2000122070312, + 679.5999755859375, + 677.2000122070312, + 681.5999755859375, + 721.2000122070312, + 822.5999755859375, + 882.0, + 960.0, + 982.2000122070312, + 1030.199951171875, + 1049.199951171875, + 1061.800048828125, + 1126.5999755859375, + 1156.199951171875, + 1194.0, + 1218.5999755859375, + 1215.199951171875, + 1228.0, + 1257.4000244140625, + 1337.5999755859375, + 1442.0, + 1515.5999755859375, + 1563.0, + 1576.199951171875, + 1563.4000244140625, + 1689.800048828125, + 1746.4000244140625, + 1791.800048828125, + 1890.0, + 1931.5999755859375, + 2050.89990234375, + 2222.89990234375, + 2352.10009765625, + 2438.5, + 2499.699951171875, + 2629.10009765625, + 2667.300048828125, + 2762.5, + 2822.800048828125, + 2817.199951171875, + 2888.60009765625, + 2934.39990234375, + 2987.60009765625, + 3025.800048828125, + 3039.199951171875, + 3051.0, + 3068.39990234375, + 3057.800048828125, + 3100.800048828125, + 3151.5, + 3109.89990234375, + 3203.800048828125, + 3185.5, + 3139.39990234375, + 3141.5, + 3047.10009765625, + 3005.60009765625, + 2982.300048828125, + 2980.10009765625, + 3064.89990234375, + 3095.300048828125, + 3145.199951171875, + 3190.5, + 3140.800048828125, + 3236.89990234375, + 3211.10009765625, + 3221.5, + 3256.60009765625, + 3252.60009765625, + 3248.89990234375, + 3221.199951171875, + 3231.800048828125, + 3218.89990234375, + 3205.800048828125, + 3264.0, + 3226.39990234375, + 3242.300048828125, + 3215.199951171875, + 3111.300048828125, + 3042.60009765625, + 2998.0, + 3062.5, + 3067.0, + 3188.39990234375, + 3154.300048828125, + 3142.60009765625, + 3141.699951171875, + 3149.5, + 3169.89990234375, + 3179.39990234375, + 3141.199951171875, + 3104.10009765625, + 3119.699951171875, + 3109.10009765625, + 3094.10009765625, + 3099.39990234375, + 3126.5, + 3163.5, + 3215.199951171875, + 3210.10009765625, + 3221.300048828125, + 3211.10009765625, + 3217.199951171875, + 3220.39990234375, + 3270.89990234375, + 3253.5, + 3254.0, + 3257.800048828125, + 3190.699951171875, + 3228.89990234375, + 3234.10009765625, + 3259.89990234375, + 3283.39990234375, + 3290.10009765625, + 3273.60009765625, + 3242.300048828125, + 3217.199951171875, + 3159.10009765625, + 3167.699951171875, + 3206.89990234375, + 3254.0, + 3247.89990234375, + 3298.60009765625, + 3253.0, + 3289.0, + 3418.199951171875, + 3429.699951171875, + 3403.10009765625, + 3318.5, + 3354.300048828125, + 3330.5, + 3386.699951171875, + 3378.0, + 3416.699951171875, + 3412.10009765625, + 3446.699951171875, + 3506.199951171875, + 3566.699951171875, + 3623.699951171875, + 3654.699951171875, + 3652.60009765625, + 3647.0, + 3612.0, + 3496.0, + 3513.10009765625, + 3460.300048828125, + 3494.39990234375, + 3472.199951171875, + 3509.199951171875, + 3484.60009765625, + 3533.10009765625, + 3500.0, + 3499.60009765625, + 3443.60009765625, + 3389.800048828125, + 3502.800048828125, + 3586.60009765625, + 3579.300048828125, + 3541.60009765625, + 3498.699951171875, + 3462.199951171875, + 3544.300048828125, + 3605.89990234375, + 3628.199951171875, + 3575.300048828125, + 3562.5, + 3607.10009765625, + 3648.0, + 3537.10009765625, + 3571.0, + 3575.60009765625, + 3583.800048828125, + 3635.89990234375, + 3586.39990234375, + 3578.0, + 3511.699951171875, + 3546.800048828125, + 3484.39990234375, + 3553.0, + 3543.39990234375, + 3573.0, + 3674.300048828125, + 3687.89990234375, + 3795.60009765625, + 3757.300048828125, + 3754.60009765625, + 3857.800048828125, + 3922.89990234375, + 3993.39990234375, + 4020.60009765625, + 3953.300048828125, + 3909.199951171875, + 3876.699951171875, + 3840.10009765625, + 3873.5, + 3826.60009765625, + 3765.800048828125, + 3801.89990234375, + 3734.699951171875, + 3670.300048828125, + 3721.60009765625, + 3696.39990234375, + 3700.699951171875, + 3707.699951171875, + 3651.199951171875, + 3650.300048828125, + 3778.300048828125, + 3858.10009765625, + 3924.5, + 3921.39990234375, + 3814.39990234375, + 3797.60009765625, + 3862.10009765625, + 3901.199951171875, + 3900.10009765625, + 3970.10009765625, + 3971.10009765625, + 3961.300048828125, + 3999.39990234375, + 3954.39990234375, + 3934.39990234375, + 3892.89990234375, + 3862.800048828125, + 3903.699951171875, + 3938.10009765625, + 3888.199951171875, + 3892.89990234375, + 3893.300048828125, + 3861.5, + 3895.39990234375, + 3933.89990234375, + 3873.0, + 3840.89990234375, + 3765.89990234375, + 3861.800048828125, + 3848.39990234375, + 3957.10009765625, + 3943.199951171875, + 3999.39990234375, + 3966.699951171875, + 3966.89990234375, + 3974.5, + 4076.5, + 4099.7998046875, + 4081.300048828125, + 3979.39990234375, + 3931.60009765625, + 3820.800048828125, + 3901.39990234375, + 3929.89990234375, + 4041.60009765625, + 4055.39990234375, + 4018.60009765625, + 3957.10009765625, + 3995.800048828125, + 3971.10009765625, + 3943.199951171875, + 3888.89990234375, + 4010.300048828125, + 4108.10009765625, + 4112.10009765625, + 4071.800048828125, + 4099.5, + 4141.10009765625, + 4142.2998046875, + 4085.199951171875, + 4071.10009765625, + 4025.800048828125, + 3954.39990234375, + 4038.89990234375, + 4094.60009765625, + 4197.5, + 4125.0, + 4117.2998046875, + 3993.60009765625, + 4048.39990234375, + 4089.199951171875, + 4234.89990234375, + 4167.60009765625, + 4161.2001953125, + 4066.800048828125, + 4089.0, + 4028.39990234375, + 4028.39990234375, + 3942.0, + 3900.89990234375, + 3905.5, + 4019.10009765625, + 4055.300048828125, + 4097.39990234375, + 4057.10009765625, + 4073.89990234375, + 4056.89990234375, + 4035.10009765625, + 4054.199951171875, + 4079.300048828125, + 4080.199951171875, + 4085.300048828125, + 4044.5, + 4152.2001953125, + 4111.60009765625, + 4145.2001953125, + 4103.7001953125, + 4159.0, + 4153.7998046875, + 4226.7001953125, + 4239.5, + 4213.7001953125, + 4130.7001953125, + 4039.10009765625, + 4069.60009765625, + 4039.89990234375, + 4109.89990234375, + 4187.89990234375, + 4132.60009765625, + 4116.0, + 4100.10009765625, + 4136.60009765625, + 4140.60009765625, + 4151.89990234375, + 4159.60009765625, + 4116.7001953125, + 4094.5, + 4103.39990234375, + 4047.39990234375, + 4116.2001953125, + 4138.39990234375, + 4257.10009765625, + 4196.89990234375, + 4170.5, + 4180.5, + 4252.89990234375, + 4233.5, + 4257.5, + 4159.89990234375, + 4180.5, + 4113.60009765625, + 4120.7001953125, + 4113.60009765625, + 4157.7998046875, + 4182.89990234375, + 4137.60009765625, + 4164.89990234375, + 4194.2998046875, + 4206.2998046875, + 4206.39990234375, + 4223.7001953125, + 4285.89990234375, + 4278.5, + 4260.0, + 4288.0, + 4258.89990234375, + 4219.2001953125, + 4167.0, + 4217.39990234375, + 4172.2998046875, + 4215.60009765625, + 4135.5, + 4170.60009765625, + 4125.7998046875, + 4139.2001953125, + 4123.89990234375, + 4190.60009765625, + 4227.0, + 4238.7001953125, + 4194.2001953125, + 4136.89990234375, + 4116.60009765625, + 4093.300048828125, + 4152.39990234375, + 4178.2001953125, + 4255.10009765625, + 4265.39990234375, + 4242.7001953125, + 4177.39990234375, + 4229.2998046875, + 4214.2998046875, + 4236.2998046875, + 4165.10009765625, + 4215.7998046875, + 4189.89990234375, + 4189.2001953125, + 4134.39990234375, + 4142.89990234375, + 4228.10009765625, + 4122.2998046875, + 4119.89990234375, + 4081.89990234375, + 4121.10009765625, + 4133.2998046875, + 4179.10009765625, + 4261.10009765625, + 4337.60009765625, + 4248.2998046875, + 4220.5, + 4203.7001953125, + 4260.10009765625, + 4235.7998046875, + 4135.60009765625, + 4146.5, + 4253.10009765625, + 4226.0, + 4188.7998046875, + 4153.89990234375, + 4150.89990234375, + 4184.0, + 4150.5, + 4200.39990234375, + 4194.60009765625, + 4228.2998046875, + 4215.10009765625, + 4212.10009765625, + 4163.10009765625, + 4156.0, + 4152.7998046875, + 4132.2001953125, + 4213.5, + 4223.2998046875, + 4283.7001953125, + 4271.39990234375, + 4232.2001953125, + 4261.0, + 4235.89990234375, + 4228.39990234375, + 4203.60009765625, + 4166.89990234375, + 4224.7998046875, + 4224.7998046875, + 4165.7998046875, + 4146.5, + 4198.2998046875, + 4171.2001953125, + 4190.60009765625, + 4206.7001953125, + 4195.0, + 4167.2998046875, + 4141.2998046875, + 4129.10009765625, + 4190.60009765625, + 4268.60009765625, + 4282.5, + 4248.2998046875, + 4204.10009765625, + 4243.5, + 4266.7001953125, + 4251.0, + 4259.0, + 4273.2001953125, + 4280.89990234375, + 4275.39990234375, + 4157.2001953125, + 4232.89990234375, + 4192.5, + 4263.7001953125, + 4186.2001953125, + 4160.89990234375, + 4213.10009765625, + 4272.60009765625, + 4292.60009765625, + 4260.89990234375, + 4211.2001953125, + 4243.10009765625, + 4233.10009765625, + 4254.7001953125, + 4285.0, + 4387.5, + 4268.39990234375, + 4227.89990234375, + 4224.0, + 4254.2001953125, + 4299.2998046875, + 4316.0, + 4327.2998046875, + 4253.10009765625, + 4229.5, + 4198.60009765625, + 4165.5, + 4187.5, + 4247.7001953125, + 4210.89990234375, + 4244.0, + 4221.2998046875, + 4231.0, + 4214.10009765625, + 4233.7001953125, + 4214.7001953125, + 4252.7001953125, + 4241.89990234375, + 4193.5, + 4103.60009765625, + 4098.2001953125, + 4079.5, + 4110.0, + 4130.5, + 4122.2001953125, + 4203.5, + 4166.5, + 4133.2998046875, + 4161.2001953125, + 4174.10009765625, + 4140.0, + 4191.2001953125, + 4226.10009765625, + 4223.10009765625, + 4212.7001953125, + 4214.39990234375, + 4180.10009765625, + 4103.2001953125, + 4117.39990234375, + 4136.5, + 4151.89990234375, + 4156.10009765625, + 4146.5, + 4170.7001953125, + 4158.7998046875, + 4159.2998046875, + 4205.5, + 4210.60009765625, + 4096.60009765625, + 4171.39990234375, + 4192.0, + 4225.5, + 4201.39990234375, + 4174.7998046875, + 4159.89990234375, + 4104.89990234375, + 4112.7001953125, + 4116.7001953125, + 4189.7998046875, + 4184.0, + 4228.7001953125, + 4217.89990234375, + 4195.2001953125, + 4226.5, + 4159.0, + 4200.5, + 4181.2001953125, + 4178.2998046875, + 4126.60009765625, + 4226.39990234375, + 4304.39990234375, + 4273.5, + 4275.60009765625, + 4272.2998046875, + 4220.39990234375, + 4223.60009765625, + 4210.7998046875, + 4238.7998046875, + 4296.10009765625, + 4263.2001953125, + 4275.0, + 4259.7998046875, + 4197.89990234375, + 4274.10009765625, + 4280.89990234375, + 4303.89990234375, + 4250.7998046875, + 4235.7998046875, + 4254.10009765625, + 4246.2001953125, + 4328.2001953125, + 4318.5, + 4299.5, + 4256.39990234375, + 4287.2998046875, + 4287.0, + 4266.89990234375, + 4280.7001953125, + 4246.0, + 4261.2001953125, + 4233.2001953125, + 4251.89990234375, + 4217.2998046875, + 4205.0, + 4256.2998046875, + 4292.60009765625, + 4202.39990234375, + 4147.60009765625, + 4201.10009765625, + 4308.10009765625, + 4304.2001953125, + 4246.5, + 4219.0, + 4164.2998046875, + 4211.5, + 4264.2001953125, + 4290.5, + 4312.7001953125, + 4294.89990234375, + 4310.10009765625, + 4289.39990234375, + 4248.0, + 4276.0, + 4238.39990234375, + 4222.39990234375, + 4262.2001953125, + 4216.7001953125, + 4175.89990234375, + 4166.5, + 4251.39990234375, + 4280.2998046875, + 4317.89990234375, + 4318.2001953125, + 4288.7998046875, + 4238.7998046875, + 4207.2001953125, + 4202.89990234375, + 4198.0, + 4168.0, + 4194.2001953125, + 4206.2001953125, + 4209.60009765625, + 4212.7998046875, + 4286.7001953125, + 4258.89990234375, + 4236.89990234375, + 4255.39990234375, + 4244.89990234375, + 4244.5, + 4219.10009765625, + 4190.10009765625, + 4159.10009765625, + 4181.39990234375, + 4230.2001953125, + 4205.89990234375, + 4168.0, + 4178.60009765625, + 4196.0, + 4264.7001953125, + 4268.2001953125, + 4225.0, + 4195.7001953125, + 4147.0, + 4146.7998046875, + 4107.7998046875, + 4154.2998046875, + 4229.7001953125, + 4268.7001953125, + 4244.7001953125, + 4198.89990234375, + 4150.89990234375, + 4176.0, + 4123.7998046875, + 4170.7998046875, + 4273.60009765625, + 4190.10009765625, + 4139.7001953125, + 4174.10009765625, + 4240.7001953125, + 4271.2001953125, + 4245.0, + 4155.7001953125, + 4173.39990234375, + 4263.39990234375, + 4329.7001953125, + 4330.2001953125, + 4284.2001953125, + 4189.89990234375, + 4242.7001953125, + 4255.0, + 4275.5, + 4284.2001953125, + 4238.7001953125, + 4250.2001953125, + 4210.2001953125, + 4221.7001953125, + 4233.2998046875, + 4251.7998046875, + 4224.10009765625, + 4168.2001953125, + 4240.60009765625, + 4264.60009765625, + 4215.7998046875, + 4235.2998046875, + 4246.60009765625, + 4224.39990234375, + 4241.60009765625, + 4276.39990234375, + 4315.7001953125, + 4318.39990234375, + 4265.39990234375, + 4232.7001953125, + 4209.0, + 4200.2998046875, + 4248.2998046875, + 4283.60009765625, + 4368.7998046875, + 4340.7001953125, + 4262.39990234375, + 4179.89990234375, + 4167.5, + 4274.0, + 4314.5, + 4318.5, + 4273.89990234375, + 4303.10009765625, + 4202.10009765625, + 4219.7001953125, + 4159.89990234375, + 4204.89990234375, + 4191.5, + 4222.60009765625, + 4207.10009765625, + 4214.2001953125, + 4210.7001953125, + 4196.2001953125, + 4232.60009765625, + 4266.89990234375, + 4228.89990234375, + 4207.89990234375, + 4228.0, + 4187.5, + 4208.5, + 4232.5, + 4258.7001953125, + 4236.39990234375, + 4218.89990234375, + 4190.39990234375, + 4188.7001953125, + 4115.2001953125, + 4105.0, + 4178.0, + 4227.7001953125, + 4162.89990234375, + 4142.2998046875, + 4151.39990234375, + 4123.7001953125, + 4137.2001953125, + 4125.7001953125, + 4167.0, + 4190.10009765625, + 4215.2998046875, + 4239.39990234375, + 4189.89990234375, + 4202.7001953125, + 4197.2001953125, + 4128.7001953125, + 4137.5, + 4194.0, + 4198.7001953125, + 4189.2001953125, + 4129.39990234375, + 4161.0, + 4193.2998046875, + 4201.10009765625, + 4220.7001953125, + 4218.2001953125, + 4238.5, + 4222.2001953125, + 4248.60009765625, + 4161.7998046875, + 4178.39990234375, + 4276.2001953125, + 4254.7001953125, + 4200.60009765625, + 4167.60009765625, + 4158.89990234375, + 4188.2001953125, + 4178.89990234375, + 4217.89990234375, + 4189.39990234375, + 4237.2001953125, + 4204.0, + 4207.0, + 4169.39990234375, + 4236.10009765625, + 4236.10009765625, + 4221.89990234375, + 4151.10009765625, + 4154.60009765625, + 4157.89990234375, + 4197.0, + 4240.5, + 4220.0, + 4209.7001953125, + 4235.60009765625, + 4275.10009765625, + 4236.2998046875, + 4229.7998046875, + 4194.5, + 4240.39990234375, + 4254.7998046875, + 4259.10009765625, + 4200.2998046875, + 4180.7998046875, + 4188.7998046875, + 4251.2998046875, + 4242.39990234375, + 4202.39990234375, + 4140.0, + 4156.10009765625, + 4198.5, + 4249.60009765625, + 4238.2001953125, + 4209.0, + 4234.5, + 4245.0, + 4188.10009765625, + 4197.60009765625, + 4162.2998046875, + 4176.89990234375, + 4146.89990234375, + 4118.7001953125, + 4130.7001953125, + 4255.7001953125, + 4283.7001953125, + 4284.5, + 4237.2001953125, + 4262.39990234375, + 4248.2001953125, + 4258.5, + 4221.0, + 4278.0, + 4278.0, + 4240.2001953125, + 4235.7001953125, + 4212.89990234375, + 4263.89990234375, + 4349.89990234375, + 4289.5, + 4254.2001953125, + 4275.7001953125, + 4219.7998046875, + 4170.5, + 4144.7001953125, + 4205.10009765625, + 4214.60009765625, + 4242.60009765625, + 4200.89990234375, + 4179.7001953125, + 4174.2998046875, + 4171.10009765625, + 4156.39990234375, + 4174.60009765625, + 4183.60009765625, + 4157.5, + 4137.2001953125, + 4111.7001953125, + 4161.39990234375, + 4212.39990234375, + 4141.39990234375, + 4154.5, + 4194.7001953125, + 4232.2001953125, + 4191.7001953125, + 4156.2001953125, + 4178.2001953125, + 4229.89990234375, + 4231.10009765625, + 4197.7998046875, + 4215.7998046875, + 4219.39990234375, + 4170.2001953125, + 4172.0, + 4157.60009765625, + 4185.0, + 4250.5, + 4257.0, + 4229.0, + 4215.0, + 4235.5, + 4207.5, + 4203.5, + 4208.7001953125, + 4162.7001953125, + 4158.39990234375, + 4171.7001953125, + 4198.0, + 4204.5, + 4196.7001953125, + 4157.39990234375, + 4201.60009765625, + 4192.2998046875, + 4215.7001953125, + 4175.39990234375, + 4166.5, + 4165.7001953125, + 4156.89990234375, + 4138.39990234375, + 4124.0, + 4149.0, + 4131.2001953125, + 4152.0, + 4191.0, + 4189.10009765625, + 4232.10009765625, + 4242.39990234375, + 4225.2998046875, + 4155.7998046875, + 4194.2998046875, + 4215.89990234375, + 4204.5, + 4232.0, + 4214.7001953125, + 4161.39990234375, + 4118.39990234375, + 4153.60009765625, + 4229.10009765625, + 4221.2001953125, + 4198.7001953125, + 4177.0, + 4244.0, + 4264.5, + 4254.0, + 4256.0, + 4195.89990234375, + 4192.39990234375, + 4181.5, + 4238.0, + 4253.7001953125, + 4248.7001953125, + 4225.7001953125, + 4249.7001953125, + 4169.5, + 4119.0, + 4065.5, + 4180.0, + 4263.0, + 4256.2001953125, + 4209.39990234375, + 4211.39990234375, + 4186.39990234375, + 4185.89990234375, + 4180.2001953125, + 4117.5, + 4148.0, + 4165.7001953125, + 4186.7001953125, + 4168.5, + 4216.5, + 4185.7001953125, + 4215.2001953125, + 4261.5, + 4239.7001953125, + 4220.2001953125, + 4206.5, + 4239.0, + 4202.0, + 4220.0, + 4248.7001953125, + 4213.7001953125, + 4214.89990234375, + 4222.7001953125, + 4213.0, + 4125.5, + 4136.0, + 4158.89990234375, + 4198.10009765625, + 4182.0, + 4148.10009765625, + 4146.2001953125, + 4132.7001953125, + 4189.0, + 4204.0, + 4232.5, + 4151.0, + 4159.5, + 4124.5, + 4170.5, + 4141.7998046875, + 4149.7998046875, + 4142.5, + 4136.7001953125, + 4220.7001953125, + 4224.7001953125, + 4202.2001953125, + 4153.0, + 4121.5, + 4138.5, + 4195.0, + 4178.0, + 4115.5, + 4146.5, + 4150.7001953125, + 4169.7001953125, + 4127.2001953125, + 4151.5, + 4114.0, + 4154.0, + 4211.0, + 4184.5, + 4173.5, + 4201.0 + ], + "strengths": [ + 2.20001220703125, + 0.89569091796875, + -16.54998779296875, + -32.0552978515625, + 5.4000244140625, + 15.79998779296875, + 54.4000244140625, + 82.20001220703125, + 84.0, + 36.20001220703125, + 35.20001220703125, + 36.20001220703125, + 30.0, + 48.20001220703125, + -16.0, + -15.5999755859375, + -38.79998779296875, + -33.5999755859375, + -38.20001220703125, + -40.5999755859375, + -36.20001220703125, + 3.4000244140625, + 104.79998779296875, + 164.20001220703125, + 242.20001220703125, + 264.4000244140625, + 312.39996337890625, + 331.39996337890625, + 344.00006103515625, + 408.79998779296875, + 438.39996337890625, + 476.20001220703125, + 500.79998779296875, + 497.39996337890625, + 510.20001220703125, + 539.6000366210938, + 619.7999877929688, + 724.2000122070312, + 797.7999877929688, + 845.2000122070312, + 858.3999633789062, + 845.6000366210938, + 972.0000610351562, + 1028.60009765625, + 1074.0, + 1172.199951171875, + 1213.800048828125, + 1333.099853515625, + 1505.099853515625, + 1634.300048828125, + 1720.699951171875, + 1781.89990234375, + 1911.300048828125, + 1949.5, + 2044.699951171875, + 2105.0, + 2099.39990234375, + 2170.800048828125, + 2216.599853515625, + 2269.800048828125, + 2308.0, + 2321.39990234375, + 2333.199951171875, + 2350.599853515625, + 2340.0, + 2383.0, + 2433.699951171875, + 2392.099853515625, + 2486.0, + 2467.699951171875, + 2421.599853515625, + 2423.699951171875, + 2329.300048828125, + 2287.800048828125, + 2264.5, + 2262.300048828125, + 2347.099853515625, + 2377.5, + 2427.39990234375, + 2472.699951171875, + 2423.0, + 2519.099853515625, + 2493.300048828125, + 2503.699951171875, + 2538.800048828125, + 2534.800048828125, + 2531.099853515625, + 2503.39990234375, + 2514.0, + 2501.099853515625, + 2488.0, + 2546.199951171875, + 2508.599853515625, + 2524.5, + 2497.39990234375, + 2393.5, + 2324.800048828125, + 2280.199951171875, + 2344.699951171875, + 2349.199951171875, + 2470.599853515625, + 2436.5, + 2424.800048828125, + 2423.89990234375, + 2431.699951171875, + 2452.099853515625, + 2461.599853515625, + 2423.39990234375, + 2386.300048828125, + 2401.89990234375, + 2391.300048828125, + 2376.300048828125, + 2381.599853515625, + 2408.699951171875, + 2445.699951171875, + 2497.39990234375, + 2492.300048828125, + 2503.5, + 2493.300048828125, + 2499.39990234375, + 2502.599853515625, + 2553.099853515625, + 2535.699951171875, + 2536.199951171875, + 2540.0, + 2472.89990234375, + 2511.099853515625, + 2516.300048828125, + 2542.099853515625, + 2565.599853515625, + 2572.300048828125, + 2555.800048828125, + 2524.5, + 2499.39990234375, + 2441.300048828125, + 2449.89990234375, + 2489.099853515625, + 2536.199951171875, + 2530.099853515625, + 2580.800048828125, + 2535.199951171875, + 2571.199951171875, + 2700.39990234375, + 2711.89990234375, + 2685.300048828125, + 2600.699951171875, + 2636.5, + 2612.699951171875, + 2668.89990234375, + 2660.199951171875, + 2698.89990234375, + 2694.300048828125, + 2728.89990234375, + 2788.39990234375, + 2848.89990234375, + 2905.89990234375, + 2936.89990234375, + 2934.800048828125, + 2929.199951171875, + 2894.199951171875, + 2778.199951171875, + 2795.300048828125, + 2742.5, + 2776.599853515625, + 2754.39990234375, + 2791.39990234375, + 2766.800048828125, + 2815.300048828125, + 2782.199951171875, + 2781.800048828125, + 2725.800048828125, + 2672.0, + 2785.0, + 2868.800048828125, + 2861.5, + 2823.800048828125, + 2780.89990234375, + 2744.39990234375, + 2826.5, + 2888.099853515625, + 2910.39990234375, + 2857.5, + 2844.699951171875, + 2889.300048828125, + 2930.199951171875, + 2819.300048828125, + 2853.199951171875, + 2857.800048828125, + 2866.0, + 2918.099853515625, + 2868.599853515625, + 2860.199951171875, + 2793.89990234375, + 2829.0, + 2766.599853515625, + 2835.199951171875, + 2825.599853515625, + 2855.199951171875, + 2956.5, + 2970.099853515625, + 3077.800048828125, + 3039.5, + 3036.800048828125, + 3140.0, + 3205.099853515625, + 3275.599853515625, + 3302.800048828125, + 3235.5, + 3191.39990234375, + 3158.89990234375, + 3122.300048828125, + 3155.699951171875, + 3108.800048828125, + 3048.0, + 3084.099853515625, + 3016.89990234375, + 2952.5, + 3003.800048828125, + 2978.599853515625, + 2982.89990234375, + 2989.89990234375, + 2933.39990234375, + 2932.5, + 3060.5, + 3140.300048828125, + 3206.699951171875, + 3203.599853515625, + 3096.599853515625, + 3079.800048828125, + 3144.300048828125, + 3183.39990234375, + 3182.300048828125, + 3252.300048828125, + 3253.300048828125, + 3243.5, + 3281.599853515625, + 3236.599853515625, + 3216.599853515625, + 3175.099853515625, + 3145.0, + 3185.89990234375, + 3220.300048828125, + 3170.39990234375, + 3175.099853515625, + 3175.5, + 3143.699951171875, + 3177.599853515625, + 3216.099853515625, + 3155.199951171875, + 3123.099853515625, + 3048.099853515625, + 3144.0, + 3130.599853515625, + 3239.300048828125, + 3225.39990234375, + 3281.599853515625, + 3248.89990234375, + 3249.099853515625, + 3256.699951171875, + 3358.699951171875, + 3381.999755859375, + 3363.5, + 3261.599853515625, + 3213.800048828125, + 3103.0, + 3183.599853515625, + 3212.099853515625, + 3323.800048828125, + 3337.599853515625, + 3300.800048828125, + 3239.300048828125, + 3278.0, + 3253.300048828125, + 3225.39990234375, + 3171.099853515625, + 3292.5, + 3390.300048828125, + 3394.300048828125, + 3354.0, + 3381.699951171875, + 3423.300048828125, + 3424.499755859375, + 3367.39990234375, + 3353.300048828125, + 3308.0, + 3236.599853515625, + 3321.099853515625, + 3376.800048828125, + 3479.699951171875, + 3407.199951171875, + 3399.499755859375, + 3275.800048828125, + 3330.599853515625, + 3371.39990234375, + 3517.099853515625, + 3449.800048828125, + 3443.400146484375, + 3349.0, + 3371.199951171875, + 3310.599853515625, + 3310.599853515625, + 3224.199951171875, + 3183.099853515625, + 3187.699951171875, + 3301.300048828125, + 3337.5, + 3379.599853515625, + 3339.300048828125, + 3356.099853515625, + 3339.099853515625, + 3317.300048828125, + 3336.39990234375, + 3361.5, + 3362.39990234375, + 3367.5, + 3326.699951171875, + 3434.400146484375, + 3393.800048828125, + 3427.400146484375, + 3385.900146484375, + 3441.199951171875, + 3435.999755859375, + 3508.900146484375, + 3521.699951171875, + 3495.900146484375, + 3412.900146484375, + 3321.300048828125, + 3351.800048828125, + 3322.099853515625, + 3392.099853515625, + 3470.099853515625, + 3414.800048828125, + 3398.199951171875, + 3382.300048828125, + 3418.800048828125, + 3422.800048828125, + 3434.099853515625, + 3441.800048828125, + 3398.900146484375, + 3376.699951171875, + 3385.599853515625, + 3329.599853515625, + 3398.400146484375, + 3420.599853515625, + 3539.300048828125, + 3479.099853515625, + 3452.699951171875, + 3462.699951171875, + 3535.099853515625, + 3515.699951171875, + 3539.699951171875, + 3442.099853515625, + 3462.699951171875, + 3395.800048828125, + 3402.900146484375, + 3395.800048828125, + 3439.999755859375, + 3465.099853515625, + 3419.800048828125, + 3447.099853515625, + 3476.499755859375, + 3488.499755859375, + 3488.599853515625, + 3505.900146484375, + 3568.099853515625, + 3560.699951171875, + 3542.199951171875, + 3570.199951171875, + 3541.099853515625, + 3501.400146484375, + 3449.199951171875, + 3499.599853515625, + 3454.499755859375, + 3497.800048828125, + 3417.699951171875, + 3452.800048828125, + 3407.999755859375, + 3421.400146484375, + 3406.099853515625, + 3472.800048828125, + 3509.199951171875, + 3520.900146484375, + 3476.400146484375, + 3419.099853515625, + 3398.800048828125, + 3375.5, + 3434.599853515625, + 3460.400146484375, + 3537.300048828125, + 3547.599853515625, + 3524.900146484375, + 3459.599853515625, + 3511.499755859375, + 3496.499755859375, + 3518.499755859375, + 3447.300048828125, + 3497.999755859375, + 3472.099853515625, + 3471.400146484375, + 3416.599853515625, + 3425.099853515625, + 3510.300048828125, + 3404.499755859375, + 3402.099853515625, + 3364.099853515625, + 3403.300048828125, + 3415.499755859375, + 3461.300048828125, + 3543.300048828125, + 3619.800048828125, + 3530.499755859375, + 3502.699951171875, + 3485.900146484375, + 3542.300048828125, + 3517.999755859375, + 3417.800048828125, + 3428.699951171875, + 3535.300048828125, + 3508.199951171875, + 3470.999755859375, + 3436.099853515625, + 3433.099853515625, + 3466.199951171875, + 3432.699951171875, + 3482.599853515625, + 3476.800048828125, + 3510.499755859375, + 3497.300048828125, + 3494.300048828125, + 3445.300048828125, + 3438.199951171875, + 3434.999755859375, + 3414.400146484375, + 3495.699951171875, + 3505.499755859375, + 3565.900146484375, + 3553.599853515625, + 3514.400146484375, + 3543.199951171875, + 3518.099853515625, + 3510.599853515625, + 3485.800048828125, + 3449.099853515625, + 3506.999755859375, + 3506.999755859375, + 3447.999755859375, + 3428.699951171875, + 3480.499755859375, + 3453.400146484375, + 3472.800048828125, + 3488.900146484375, + 3477.199951171875, + 3449.499755859375, + 3423.499755859375, + 3411.300048828125, + 3472.800048828125, + 3550.800048828125, + 3564.699951171875, + 3530.499755859375, + 3486.300048828125, + 3525.699951171875, + 3548.900146484375, + 3533.199951171875, + 3541.199951171875, + 3555.400146484375, + 3563.099853515625, + 3557.599853515625, + 3439.400146484375, + 3515.099853515625, + 3474.699951171875, + 3545.900146484375, + 3468.400146484375, + 3443.099853515625, + 3495.300048828125, + 3554.800048828125, + 3574.800048828125, + 3543.099853515625, + 3493.400146484375, + 3525.300048828125, + 3515.300048828125, + 3536.900146484375, + 3567.199951171875, + 3669.699951171875, + 3550.599853515625, + 3510.099853515625, + 3506.199951171875, + 3536.400146484375, + 3581.499755859375, + 3598.199951171875, + 3609.499755859375, + 3535.300048828125, + 3511.699951171875, + 3480.800048828125, + 3447.699951171875, + 3469.699951171875, + 3529.900146484375, + 3493.099853515625, + 3526.199951171875, + 3503.499755859375, + 3513.199951171875, + 3496.300048828125, + 3515.900146484375, + 3496.900146484375, + 3534.900146484375, + 3524.099853515625, + 3475.699951171875, + 3385.800048828125, + 3380.400146484375, + 3361.699951171875, + 3392.199951171875, + 3412.699951171875, + 3404.400146484375, + 3485.699951171875, + 3448.699951171875, + 3415.499755859375, + 3443.400146484375, + 3456.300048828125, + 3422.199951171875, + 3473.400146484375, + 3508.300048828125, + 3505.300048828125, + 3494.900146484375, + 3496.599853515625, + 3462.300048828125, + 3385.400146484375, + 3399.599853515625, + 3418.699951171875, + 3434.099853515625, + 3438.300048828125, + 3428.699951171875, + 3452.900146484375, + 3440.999755859375, + 3441.499755859375, + 3487.699951171875, + 3492.800048828125, + 3378.800048828125, + 3453.599853515625, + 3474.199951171875, + 3507.699951171875, + 3483.599853515625, + 3456.999755859375, + 3442.099853515625, + 3387.099853515625, + 3394.900146484375, + 3398.900146484375, + 3471.999755859375, + 3466.199951171875, + 3510.900146484375, + 3500.099853515625, + 3477.400146484375, + 3508.699951171875, + 3441.199951171875, + 3482.699951171875, + 3463.400146484375, + 3460.499755859375, + 3408.800048828125, + 3508.599853515625, + 3586.599853515625, + 3555.699951171875, + 3557.800048828125, + 3554.499755859375, + 3502.599853515625, + 3505.800048828125, + 3492.999755859375, + 3520.999755859375, + 3578.300048828125, + 3545.400146484375, + 3557.199951171875, + 3541.999755859375, + 3480.099853515625, + 3556.300048828125, + 3563.099853515625, + 3586.099853515625, + 3532.999755859375, + 3517.999755859375, + 3536.300048828125, + 3528.400146484375, + 3610.400146484375, + 3600.699951171875, + 3581.699951171875, + 3538.599853515625, + 3569.499755859375, + 3569.199951171875, + 3549.099853515625, + 3562.900146484375, + 3528.199951171875, + 3543.400146484375, + 3515.400146484375, + 3534.099853515625, + 3499.499755859375, + 3487.199951171875, + 3538.499755859375, + 3574.800048828125, + 3484.599853515625, + 3429.800048828125, + 3483.300048828125, + 3590.300048828125, + 3586.400146484375, + 3528.699951171875, + 3501.199951171875, + 3446.499755859375, + 3493.699951171875, + 3546.400146484375, + 3572.699951171875, + 3594.900146484375, + 3577.099853515625, + 3592.300048828125, + 3571.599853515625, + 3530.199951171875, + 3558.199951171875, + 3520.599853515625, + 3504.599853515625, + 3544.400146484375, + 3498.900146484375, + 3458.099853515625, + 3448.699951171875, + 3533.599853515625, + 3562.499755859375, + 3600.099853515625, + 3600.400146484375, + 3570.999755859375, + 3520.999755859375, + 3489.400146484375, + 3485.099853515625, + 3480.199951171875, + 3450.199951171875, + 3476.400146484375, + 3488.400146484375, + 3491.800048828125, + 3494.999755859375, + 3568.900146484375, + 3541.099853515625, + 3519.099853515625, + 3537.599853515625, + 3527.099853515625, + 3526.699951171875, + 3501.300048828125, + 3472.300048828125, + 3441.300048828125, + 3463.599853515625, + 3512.400146484375, + 3488.099853515625, + 3450.199951171875, + 3460.800048828125, + 3478.199951171875, + 3546.900146484375, + 3550.400146484375, + 3507.199951171875, + 3477.900146484375, + 3429.199951171875, + 3428.999755859375, + 3389.999755859375, + 3436.499755859375, + 3511.900146484375, + 3550.900146484375, + 3526.900146484375, + 3481.099853515625, + 3433.099853515625, + 3458.199951171875, + 3405.999755859375, + 3452.999755859375, + 3555.800048828125, + 3472.300048828125, + 3421.900146484375, + 3456.300048828125, + 3522.900146484375, + 3553.400146484375, + 3527.199951171875, + 3437.900146484375, + 3455.599853515625, + 3545.599853515625, + 3611.900146484375, + 3612.400146484375, + 3566.400146484375, + 3472.099853515625, + 3524.900146484375, + 3537.199951171875, + 3557.699951171875, + 3566.400146484375, + 3520.900146484375, + 3532.400146484375, + 3492.400146484375, + 3503.900146484375, + 3515.499755859375, + 3533.999755859375, + 3506.300048828125, + 3450.400146484375, + 3522.800048828125, + 3546.800048828125, + 3497.999755859375, + 3517.499755859375, + 3528.800048828125, + 3506.599853515625, + 3523.800048828125, + 3558.599853515625, + 3597.900146484375, + 3600.599853515625, + 3547.599853515625, + 3514.900146484375, + 3491.199951171875, + 3482.499755859375, + 3530.499755859375, + 3565.800048828125, + 3650.999755859375, + 3622.900146484375, + 3544.599853515625, + 3462.099853515625, + 3449.699951171875, + 3556.199951171875, + 3596.699951171875, + 3600.699951171875, + 3556.099853515625, + 3585.300048828125, + 3484.300048828125, + 3501.900146484375, + 3442.099853515625, + 3487.099853515625, + 3473.699951171875, + 3504.800048828125, + 3489.300048828125, + 3496.400146484375, + 3492.900146484375, + 3478.400146484375, + 3514.800048828125, + 3549.099853515625, + 3511.099853515625, + 3490.099853515625, + 3510.199951171875, + 3469.699951171875, + 3490.699951171875, + 3514.699951171875, + 3540.900146484375, + 3518.599853515625, + 3501.099853515625, + 3472.599853515625, + 3470.900146484375, + 3397.400146484375, + 3387.199951171875, + 3460.199951171875, + 3509.900146484375, + 3445.099853515625, + 3424.499755859375, + 3433.599853515625, + 3405.900146484375, + 3419.400146484375, + 3407.900146484375, + 3449.199951171875, + 3472.300048828125, + 3497.499755859375, + 3521.599853515625, + 3472.099853515625, + 3484.900146484375, + 3479.400146484375, + 3410.900146484375, + 3419.699951171875, + 3476.199951171875, + 3480.900146484375, + 3471.400146484375, + 3411.599853515625, + 3443.199951171875, + 3475.499755859375, + 3483.300048828125, + 3502.900146484375, + 3500.400146484375, + 3520.699951171875, + 3504.400146484375, + 3530.800048828125, + 3443.999755859375, + 3460.599853515625, + 3558.400146484375, + 3536.900146484375, + 3482.800048828125, + 3449.800048828125, + 3441.099853515625, + 3470.400146484375, + 3461.099853515625, + 3500.099853515625, + 3471.599853515625, + 3519.400146484375, + 3486.199951171875, + 3489.199951171875, + 3451.599853515625, + 3518.300048828125, + 3518.300048828125, + 3504.099853515625, + 3433.300048828125, + 3436.800048828125, + 3440.099853515625, + 3479.199951171875, + 3522.699951171875, + 3502.199951171875, + 3491.900146484375, + 3517.800048828125, + 3557.300048828125, + 3518.499755859375, + 3511.999755859375, + 3476.699951171875, + 3522.599853515625, + 3536.999755859375, + 3541.300048828125, + 3482.499755859375, + 3462.999755859375, + 3470.999755859375, + 3533.499755859375, + 3524.599853515625, + 3484.599853515625, + 3422.199951171875, + 3438.300048828125, + 3480.699951171875, + 3531.800048828125, + 3520.400146484375, + 3491.199951171875, + 3516.699951171875, + 3527.199951171875, + 3470.300048828125, + 3479.800048828125, + 3444.499755859375, + 3459.099853515625, + 3429.099853515625, + 3400.900146484375, + 3412.900146484375, + 3537.900146484375, + 3565.900146484375, + 3566.699951171875, + 3519.400146484375, + 3544.599853515625, + 3530.400146484375, + 3540.699951171875, + 3503.199951171875, + 3560.199951171875, + 3560.199951171875, + 3522.400146484375, + 3517.900146484375, + 3495.099853515625, + 3546.099853515625, + 3632.099853515625, + 3571.699951171875, + 3536.400146484375, + 3557.900146484375, + 3501.999755859375, + 3452.699951171875, + 3426.900146484375, + 3487.300048828125, + 3496.800048828125, + 3524.800048828125, + 3483.099853515625, + 3461.900146484375, + 3456.499755859375, + 3453.300048828125, + 3438.599853515625, + 3456.800048828125, + 3465.800048828125, + 3439.699951171875, + 3419.400146484375, + 3393.900146484375, + 3443.599853515625, + 3494.599853515625, + 3423.599853515625, + 3436.699951171875, + 3476.900146484375, + 3514.400146484375, + 3473.900146484375, + 3438.400146484375, + 3460.400146484375, + 3512.099853515625, + 3513.300048828125, + 3479.999755859375, + 3497.999755859375, + 3501.599853515625, + 3452.400146484375, + 3454.199951171875, + 3439.800048828125, + 3467.199951171875, + 3532.699951171875, + 3539.199951171875, + 3511.199951171875, + 3497.199951171875, + 3517.699951171875, + 3489.699951171875, + 3485.699951171875, + 3490.900146484375, + 3444.900146484375, + 3440.599853515625, + 3453.900146484375, + 3480.199951171875, + 3486.699951171875, + 3478.900146484375, + 3439.599853515625, + 3483.800048828125, + 3474.499755859375, + 3497.900146484375, + 3457.599853515625, + 3448.699951171875, + 3447.900146484375, + 3439.099853515625, + 3420.599853515625, + 3406.199951171875, + 3431.199951171875, + 3413.400146484375, + 3434.199951171875, + 3473.199951171875, + 3471.300048828125, + 3514.300048828125, + 3524.599853515625, + 3507.499755859375, + 3437.999755859375, + 3476.499755859375, + 3498.099853515625, + 3486.699951171875, + 3514.199951171875, + 3496.900146484375, + 3443.599853515625, + 3400.599853515625, + 3435.800048828125, + 3511.300048828125, + 3503.400146484375, + 3480.900146484375, + 3459.199951171875, + 3526.199951171875, + 3546.699951171875, + 3536.199951171875, + 3538.199951171875, + 3478.099853515625, + 3474.599853515625, + 3463.699951171875, + 3520.199951171875, + 3535.900146484375, + 3530.900146484375, + 3507.900146484375, + 3531.900146484375, + 3451.699951171875, + 3401.199951171875, + 3347.699951171875, + 3462.199951171875, + 3545.199951171875, + 3538.400146484375, + 3491.599853515625, + 3493.599853515625, + 3468.599853515625, + 3468.099853515625, + 3462.400146484375, + 3399.699951171875, + 3430.199951171875, + 3447.900146484375, + 3468.900146484375, + 3450.699951171875, + 3498.699951171875, + 3467.900146484375, + 3497.400146484375, + 3543.699951171875, + 3521.900146484375, + 3502.400146484375, + 3488.699951171875, + 3521.199951171875, + 3484.199951171875, + 3502.199951171875, + 3530.900146484375, + 3495.900146484375, + 3497.099853515625, + 3504.900146484375, + 3495.199951171875, + 3407.699951171875, + 3418.199951171875, + 3441.099853515625, + 3480.300048828125, + 3464.199951171875, + 3430.300048828125, + 3428.400146484375, + 3414.900146484375, + 3471.199951171875, + 3486.199951171875, + 3514.699951171875, + 3433.199951171875, + 3441.699951171875, + 3406.699951171875, + 3452.699951171875, + 3423.999755859375, + 3431.999755859375, + 3424.699951171875, + 3418.900146484375, + 3502.900146484375, + 3506.900146484375, + 3484.400146484375, + 3435.199951171875, + 3403.699951171875, + 3420.699951171875, + 3477.199951171875, + 3460.199951171875, + 3397.699951171875, + 3428.699951171875, + 3432.900146484375, + 3451.900146484375, + 3409.400146484375, + 3433.699951171875, + 3396.199951171875, + 3436.199951171875, + 3493.199951171875, + 3466.699951171875, + 3455.699951171875, + 3483.199951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.553332008887082e-05, + 2.132261033693794e-05, + 2.3912831238703802e-05, + 2.443962512188591e-05, + 2.949165354948491e-05, + 2.0010927528346656e-06, + 9.686610610515345e-06, + 1.0296206710336264e-05, + 1.0250086234009359e-05, + 1.0097660378960427e-05, + 9.88748979580123e-06, + 9.690253136795945e-06, + 9.368904102302622e-06, + 9.487004717811942e-06, + 9.631080502003897e-06, + 1.0097731319547165e-05, + 1.0646534065017477e-05, + 1.1503779205668252e-05, + 1.282874472963158e-05, + 1.4619281500927173e-05, + 1.4413556527870242e-05, + 1.0525148354645353e-05, + 8.127708497340791e-06, + 6.652505817328347e-06, + 5.864896593266167e-06, + 5.326704467734089e-06, + 4.959908437740523e-06, + 4.690462446887977e-06, + 4.453237579582492e-06, + 4.259472007106524e-06, + 4.093413735972717e-06, + 3.951593498641159e-06, + 3.83338056053617e-06, + 3.728779574885266e-06, + 3.631980462159845e-06, + 3.534706820573774e-06, + 3.4362842598056886e-06, + 3.342798208905151e-06, + 3.2568534606980393e-06, + 3.1801016575627727e-06, + 3.1124734505283413e-06, + 3.042714297407656e-06, + 2.976674522869871e-06, + 2.914664264608291e-06, + 2.8536837817227934e-06, + 2.7966557354375254e-06, + 2.740005584200844e-06, + 2.6824723136087414e-06, + 2.6264949610776966e-06, + 2.5735762392287143e-06, + 2.5240999548259424e-06, + 2.4760288397374097e-06, + 2.431437906125211e-06, + 2.388690973020857e-06, + 2.348318048461806e-06, + 2.311139041921706e-06, + 2.2754541078029433e-06, + 2.2415235889639007e-06, + 2.209061676694546e-06, + 2.1781249870400643e-06, + 2.1488529000635026e-06, + 2.1210692011663923e-06, + 2.09454901778372e-06, + 2.069451966235647e-06, + 2.0450950160011416e-06, + 2.021363343374105e-06, + 1.9990541204606416e-06, + 1.9768463062064257e-06, + 1.9557094219635474e-06, + 1.9357607925485354e-06, + 1.916511109811836e-06, + 1.8986238501383923e-06, + 1.8815828752849484e-06, + 1.8651907112143817e-06, + 1.8492560229788069e-06, + 1.8331732007936807e-06, + 1.817334009501792e-06, + 1.8016123704001075e-06, + 1.786046254892426e-06, + 1.7712070530251367e-06, + 1.756193228175107e-06, + 1.7417314666090533e-06, + 1.7275849586440017e-06, + 1.71360761669348e-06, + 1.7000041907522245e-06, + 1.6867533076947439e-06, + 1.673956603553961e-06, + 1.6613995512670954e-06, + 1.649185833230149e-06, + 1.6372986237911391e-06, + 1.6253952708211727e-06, + 1.6139168792506098e-06, + 1.6026040157157695e-06, + 1.5916381244096556e-06, + 1.5813255913599278e-06, + 1.5714805385869113e-06, + 1.5619791611243272e-06, + 1.5523652336923988e-06, + 1.5428896631419775e-06, + 1.533093609396019e-06, + 1.5236003036989132e-06, + 1.5143108385018422e-06, + 1.5051773516461253e-06, + 1.4961635770305293e-06, + 1.487221766183211e-06, + 1.4783908000026713e-06, + 1.4698341601615539e-06, + 1.4615360441894154e-06, + 1.4533073908751248e-06, + 1.445235284336377e-06, + 1.4373292742675403e-06, + 1.4295176242740126e-06, + 1.4217290527085424e-06, + 1.4139349104880239e-06, + 1.4060932471693377e-06, + 1.3983835742692463e-06, + 1.3907531410950469e-06, + 1.3832641343469732e-06, + 1.3758641443928354e-06, + 1.3685601061297348e-06, + 1.3612155953524052e-06, + 1.354025698674377e-06, + 1.3469356190398685e-06, + 1.339934101451945e-06, + 1.3332094113138737e-06, + 1.326470965068438e-06, + 1.3198083479437628e-06, + 1.3131668765709037e-06, + 1.3065537132206373e-06, + 1.3000120588912978e-06, + 1.293598302254395e-06, + 1.287344389311329e-06, + 1.2812298564313096e-06, + 1.2753291684930446e-06, + 1.2694766837739735e-06, + 1.2636007795663318e-06, + 1.257685653399676e-06, + 1.2518562471086625e-06, + 1.2459826166377752e-06, + 1.2402825859680888e-06, + 1.2345707318672794e-06, + 1.2286469655009569e-06, + 1.2227750403326354e-06, + 1.217034991896071e-06, + 1.2115438039472792e-06, + 1.2060430663041188e-06, + 1.2006566976197064e-06, + 1.1952195109188324e-06, + 1.189864974548982e-06, + 1.1844972505059559e-06, + 1.179202513412747e-06, + 1.1739041383407312e-06, + 1.1685559684337932e-06, + 1.1631601637418498e-06, + 1.1577267287066206e-06, + 1.1523065950314049e-06, + 1.1469602441138704e-06, + 1.1416924508012016e-06, + 1.1365526688678074e-06, + 1.1316774362057913e-06, + 1.1268282378296135e-06, + 1.122123876484693e-06, + 1.1174137171110488e-06, + 1.1127926882181782e-06, + 1.1081607453888864e-06, + 1.103619752029772e-06, + 1.099049541153363e-06, + 1.0945821031782543e-06, + 1.090162754735502e-06, + 1.0858774430744234e-06, + 1.0817185511768912e-06, + 1.0774276688607642e-06, + 1.0730543635872891e-06, + 1.0687392659747275e-06, + 1.064525804395089e-06, + 1.06041864000872e-06, + 1.056405494637147e-06, + 1.052313564287033e-06, + 1.0481755907676416e-06, + 1.04404909961886e-06, + 1.0400394785392564e-06, + 1.036087724060053e-06, + 1.0321143690816825e-06, + 1.028125893753895e-06, + 1.024326365950401e-06, + 1.0205184253209154e-06, + 1.0167411801376147e-06, + 1.0129896281796391e-06, + 1.0092070397149655e-06, + 1.0055247230411624e-06, + 1.0018878811024479e-06, + 9.983679092329112e-07, + 9.948361139322515e-07, + 9.914130032484536e-07, + 9.879362323772511e-07, + 9.845024351307075e-07, + 9.81063635663304e-07, + 9.775357057151268e-07, + 9.74025169853121e-07, + 9.70422433965723e-07, + 9.668993925515679e-07, + 9.634132993596722e-07, + 9.59844101089402e-07, + 9.56237727223197e-07, + 9.525901987217367e-07, + 9.489509125160112e-07, + 9.454225846639019e-07, + 9.419770776730729e-07, + 9.385998396282957e-07, + 9.35293485326838e-07, + 9.319833225163165e-07, + 9.287526836487814e-07, + 9.256139037461253e-07, + 9.224662562701269e-07, + 9.194142194246524e-07, + 9.164525636151666e-07, + 9.134645893027482e-07, + 9.105265235120896e-07, + 9.076085234482889e-07, + 9.047079174706596e-07, + 9.018850732900319e-07, + 8.990854780677182e-07, + 8.961875437307754e-07, + 8.932394166549784e-07, + 8.902553645384614e-07, + 8.873005867826578e-07, + 8.844689887155255e-07, + 8.816759873297997e-07, + 8.788481977717311e-07, + 8.760094942772412e-07, + 8.731958587304689e-07, + 8.703450475877617e-07, + 8.675179969941382e-07, + 8.647236882097786e-07, + 8.61920796069171e-07, + 8.591799200985406e-07, + 8.564786639908561e-07, + 8.538340807717759e-07, + 8.512354838785541e-07, + 8.486240403726697e-07, + 8.460056619696843e-07, + 8.434484470853931e-07, + 8.409074894188961e-07, + 8.383861427319061e-07, + 8.359093044418842e-07, + 8.334249628205725e-07, + 8.30929991479934e-07, + 8.285011290354305e-07, + 8.261148991550726e-07, + 8.238028499363281e-07, + 8.214353783841943e-07, + 8.190952485165326e-07, + 8.166920224539354e-07, + 8.143173886310251e-07, + 8.119197332234762e-07, + 8.095641419458843e-07, + 8.072260584413016e-07, + 8.04900139428355e-07, + 8.025197644201398e-07, + 8.001416063052602e-07, + 7.977947689141729e-07, + 7.955362661959953e-07, + 7.933269330351322e-07, + 7.912086061878654e-07, + 7.890502047303016e-07, + 7.868877105465799e-07, + 7.846662128940807e-07, + 7.824518775123579e-07, + 7.802779578014452e-07, + 7.781596877975971e-07, + 7.760311859783542e-07, + 7.739335501355527e-07, + 7.718682581980829e-07, + 7.698513968534826e-07, + 7.677716098442033e-07, + 7.656452112314582e-07, + 7.635317160747945e-07, + 7.6145818184159e-07, + 7.593824875584687e-07, + 7.572961635560205e-07, + 7.552241072517063e-07, + 7.532010499744501e-07, + 7.512003321608063e-07, + 7.492400300179725e-07, + 7.473346386177582e-07, + 7.453924126821221e-07, + 7.434309168274922e-07, + 7.41423775707517e-07, + 7.394721137643501e-07, + 7.375380732810299e-07, + 7.356867399721523e-07, + 7.338165914916317e-07, + 7.319359838220407e-07, + 7.299873345800734e-07, + 7.280891622940544e-07, + 7.262073040692485e-07, + 7.243891104735667e-07, + 7.225705758173717e-07, + 7.20796037967375e-07, + 7.19032641427475e-07, + 7.173258040893415e-07, + 7.156505716920947e-07, + 7.139827289392997e-07, + 7.12265773472609e-07, + 7.105406893970212e-07, + 7.088045776981744e-07, + 7.070999004099576e-07, + 7.053970989545633e-07, + 7.037132263576495e-07, + 7.020505563559709e-07, + 7.003883411016432e-07, + 6.987236815803044e-07, + 6.97068685440172e-07, + 6.954211357879103e-07, + 6.93803258400294e-07, + 6.921430895090452e-07, + 6.905124223521852e-07, + 6.888756161060883e-07, + 6.872683115943801e-07, + 6.856446361780399e-07, + 6.84033125253336e-07, + 6.823975127190351e-07, + 6.807659929108922e-07, + 6.791564146624296e-07, + 6.775944143555535e-07, + 6.760829478480446e-07, + 6.745662517460005e-07, + 6.730714403602178e-07, + 6.715537210766342e-07, + 6.700101948808879e-07, + 6.684999789285939e-07, + 6.670057359769999e-07, + 6.655268975919171e-07, + 6.64040442188707e-07, + 6.625607511523413e-07, + 6.610844707211072e-07, + 6.596133061975706e-07, + 6.581685738638043e-07, + 6.567412356162095e-07, + 6.553178764079348e-07, + 6.53925610549777e-07, + 6.525123126266408e-07, + 6.510974799311953e-07, + 6.496417768175888e-07, + 6.482188723566651e-07, + 6.468146693805465e-07, + 6.454141043832351e-07, + 6.43992166260432e-07, + 6.425859169212345e-07, + 6.4117801912289e-07, + 6.39816448710917e-07, + 6.3845408249108e-07, + 6.371251402015332e-07, + 6.358003474815632e-07, + 6.344851612993807e-07, + 6.33159856988641e-07, + 6.318319378806336e-07, + 6.30528234069061e-07, + 6.292209491221001e-07, + 6.279094577621436e-07, + 6.26600410669198e-07, + 6.252981279430969e-07, + 6.239962999643467e-07, + 6.226784421414777e-07, + 6.213703613866528e-07, + 6.200760367391922e-07, + 6.187783583300188e-07, + 6.174980740070168e-07, + 6.162387649055745e-07, + 6.150044669084309e-07, + 6.13758459167002e-07, + 6.125347908891854e-07, + 6.113019708209322e-07, + 6.10103427334252e-07, + 6.088984605412406e-07, + 6.077149805605586e-07, + 6.065326374482538e-07, + 6.053612082723703e-07, + 6.041726692274096e-07, + 6.029776500326989e-07, + 6.017846203576482e-07, + 6.006123953739007e-07, + 5.994650678076141e-07, + 5.983299047329638e-07, + 5.972078156446514e-07, + 5.96071458858205e-07, + 5.949319756837212e-07, + 5.937727678428928e-07, + 5.926158905822376e-07, + 5.914720873079204e-07, + 5.903548299102113e-07, + 5.892261469853111e-07, + 5.881076958758058e-07, + 5.869875394637347e-07, + 5.858951794834866e-07, + 5.84791962410236e-07, + 5.8370198985358e-07, + 5.826173605782969e-07, + 5.815546160192753e-07, + 5.804940315101703e-07, + 5.794121307189926e-07, + 5.783675760540063e-07, + 5.773283646703931e-07, + 5.763052968177362e-07, + 5.752748961640464e-07, + 5.742452913182206e-07, + 5.732065346819581e-07, + 5.72148053379351e-07, + 5.710717232432216e-07, + 5.700268275177223e-07, + 5.689948352483043e-07, + 5.679724495166738e-07, + 5.669381835105014e-07, + 5.659156840920332e-07, + 5.64926665447274e-07, + 5.639387268274731e-07, + 5.629245833915775e-07, + 5.61922604447318e-07, + 5.609356321656378e-07, + 5.599628138952539e-07, + 5.589949978457298e-07, + 5.580220090450894e-07, + 5.570624921347189e-07, + 5.560931981563044e-07, + 5.551297590500326e-07, + 5.541610903492256e-07, + 5.532002660402213e-07, + 5.522443302652391e-07, + 5.513057885764283e-07, + 5.503730449163413e-07, + 5.494450761034386e-07, + 5.48526486454648e-07, + 5.475898774420784e-07, + 5.466546326715616e-07, + 5.457073370962462e-07, + 5.447673743219639e-07, + 5.438417360892345e-07, + 5.429124030342791e-07, + 5.41993586011813e-07, + 5.410805101746519e-07, + 5.401776661528856e-07, + 5.392878961174574e-07, + 5.383869279285136e-07, + 5.374896545617958e-07, + 5.366110258364643e-07, + 5.357408099371241e-07, + 5.348609874999966e-07, + 5.339915674085205e-07, + 5.331207262315729e-07, + 5.322493734638556e-07, + 5.313843871590507e-07, + 5.305296326696407e-07, + 5.296847120916937e-07, + 5.288459874464024e-07, + 5.279955530568259e-07, + 5.271294867270626e-07, + 5.262634772407182e-07, + 5.254092911854968e-07, + 5.245691454547341e-07, + 5.237228037913155e-07, + 5.228743020779802e-07, + 5.220329057920026e-07, + 5.211929305914964e-07, + 5.203530122344091e-07, + 5.195145718062122e-07, + 5.18680735694943e-07, + 5.178777655601152e-07, + 5.170601866666402e-07, + 5.162550564818957e-07, + 5.154367386239755e-07, + 5.146392823007773e-07, + 5.138506935509213e-07, + 5.130531235408853e-07, + 5.122450943417789e-07, + 5.114357009006198e-07, + 5.106365392748557e-07, + 5.09851531660388e-07, + 5.090624313197623e-07, + 5.082785605736717e-07, + 5.074928139947588e-07, + 5.06703315750201e-07, + 5.05894320212974e-07, + 5.051145990364603e-07, + 5.043467012910696e-07, + 5.035824415244861e-07, + 5.028144869356765e-07, + 5.020397111366037e-07, + 5.012641963730857e-07, + 5.004892500437563e-07, + 4.997331188860699e-07, + 4.989847184333485e-07, + 4.982456403013202e-07, + 4.975161687070795e-07, + 4.967847075931786e-07, + 4.960432420375582e-07, + 4.953121219841705e-07, + 4.945766818309494e-07, + 4.93848688165599e-07, + 4.931212060910184e-07, + 4.923999199490936e-07, + 4.916770990348596e-07, + 4.909608151137945e-07, + 4.902393015981943e-07, + 4.895225629297784e-07, + 4.888181024398364e-07, + 4.881342761109408e-07, + 4.874538035437581e-07, + 4.867793563789746e-07, + 4.861010438617086e-07, + 4.85420912355039e-07, + 4.847447598876897e-07, + 4.840547376261384e-07, + 4.833744355892122e-07, + 4.827028874387906e-07, + 4.820282129003317e-07, + 4.813532541447785e-07, + 4.806871629625675e-07, + 4.800133979188104e-07, + 4.793351422449632e-07, + 4.786598992723157e-07, + 4.779888627126638e-07, + 4.773198156726721e-07, + 4.76659522519185e-07, + 4.7601605501768063e-07, + 4.7537190539514995e-07, + 4.747263062654383e-07, + 4.740798829061532e-07, + 4.7343482378892077e-07, + 4.727936584458803e-07, + 4.721500772575382e-07, + 4.7151078774732014e-07, + 4.708734877567622e-07, + 4.7022973603816354e-07, + 4.695872064530704e-07, + 4.68967641609197e-07, + 4.683363385993289e-07, + 4.6770335870860436e-07, + 4.670663429351407e-07, + 4.6643577888971777e-07, + 4.65812092897977e-07, + 4.651930680665828e-07, + 4.645858382446022e-07, + 4.6397912001339137e-07, + 4.633735670722672e-07, + 4.62756986507884e-07, + 4.6214333337957214e-07, + 4.615238253791176e-07, + 4.6090818273114564e-07, + 4.602984802204446e-07, + 4.596853102611931e-07, + 4.5908578272246814e-07, + 4.5848096874578914e-07, + 4.5788138436364534e-07, + 4.572841874050937e-07, + 4.5669776227441616e-07, + 4.5609601784235565e-07, + 4.55482904726523e-07, + 4.5487703914659505e-07, + 4.5427276518239523e-07, + 4.536709923286253e-07, + 4.5307987761589175e-07, + 4.5249009872350143e-07, + 4.519042988704314e-07, + 4.5131562842470885e-07, + 4.5071934096085897e-07, + 4.5013038629804214e-07, + 4.4954128952667816e-07, + 4.489566265419853e-07, + 4.4838390067525324e-07, + 4.4780048824577534e-07, + 4.472177863590332e-07, + 4.466331802177592e-07, + 4.4605903326555563e-07, + 4.4548909272634774e-07, + 4.4491795847534377e-07, + 4.443498369255394e-07, + 4.4377037511367234e-07, + 4.431942386418086e-07, + 4.426229622822575e-07, + 4.420602977006638e-07, + 4.414944783093233e-07, + 4.409304210639675e-07, + 4.403713091960526e-07, + 4.398117141590774e-07, + 4.392592529711692e-07, + 4.3870610966223467e-07, + 4.381589917556994e-07, + 4.3761059487223974e-07, + 4.370692181510094e-07, + 4.365313088783296e-07, + 4.3598711840786564e-07, + 4.354390341632097e-07, + 4.349063544850651e-07, + 4.3438356556180224e-07, + 4.338541543802421e-07, + 4.3331013444003474e-07, + 4.3276833139316295e-07, + 4.3223678858339554e-07, + 4.3171095853722363e-07, + 4.311948487156769e-07, + 4.3067316823908186e-07, + 4.301451497212838e-07, + 4.296148006233125e-07, + 4.2908277464448474e-07, + 4.2855489823523385e-07, + 4.280264249700849e-07, + 4.275025276001543e-07, + 4.2698619040493213e-07, + 4.264672668341518e-07, + 4.259553350038914e-07, + 4.2544715483927575e-07, + 4.24934739839955e-07, + 4.244303397626936e-07, + 4.239332156430464e-07, + 4.2343882000750455e-07, + 4.2293365254408855e-07, + 4.224258418616955e-07, + 4.2191416582681995e-07, + 4.2140393929912534e-07, + 4.208993686916074e-07, + 4.2040323933179025e-07, + 4.199129648441158e-07, + 4.194246230326826e-07, + 4.1893832758432836e-07, + 4.1845754594760365e-07, + 4.1797446215241507e-07, + 4.174910088750039e-07, + 4.170084650922945e-07, + 4.16526773960868e-07, + 4.160362720995181e-07, + 4.1555097141099395e-07, + 4.150699908223032e-07, + 4.1458784494352585e-07, + 4.1410845597056323e-07, + 4.136304596613627e-07, + 4.1315720977763704e-07, + 4.1268916106673714e-07, + 4.12226512480629e-07, + 4.1176213017024565e-07, + 4.112924330001988e-07, + 4.108272548819514e-07, + 4.1036835796148807e-07, + 4.099092905107682e-07, + 4.094491146133805e-07, + 4.0898117958931834e-07, + 4.085140119514108e-07, + 4.0805375078889483e-07, + 4.0759860553407634e-07, + 4.071509920322569e-07, + 4.067045438205241e-07, + 4.062643199631566e-07, + 4.0581920757176704e-07, + 4.0536554024583893e-07, + 4.049080359891377e-07, + 4.0445488025397935e-07, + 4.040087446810503e-07, + 4.0356991348744486e-07, + 4.03129007509051e-07, + 4.026958890790411e-07, + 4.022578821150091e-07, + 4.0180808014156355e-07, + 4.013699879124033e-07, + 4.009393137494044e-07, + 4.005054563549493e-07, + 4.0006437984629883e-07, + 3.9962066011867137e-07, + 3.991813457560056e-07, + 3.9875428115010436e-07, + 3.983260796758259e-07, + 3.978878453381185e-07, + 3.9744264768160065e-07, + 3.9699853005004115e-07, + 3.965612620504544e-07, + 3.9613664171156415e-07, + 3.95706678091301e-07, + 3.952763165671058e-07, + 3.948446192225674e-07, + 3.9441295029973844e-07, + 3.939879320569162e-07, + 3.935626011752902e-07, + 3.931431535875163e-07, + 3.9272339336093864e-07, + 3.9230329207384784e-07, + 3.918821107617987e-07, + 3.9146524954958295e-07, + 3.910560621989134e-07, + 3.9063934309524484e-07, + 3.9022083342388214e-07, + 3.8980914496278274e-07, + 3.8939614910304954e-07, + 3.889829258696409e-07, + 3.885732837716205e-07, + 3.8816270375718886e-07, + 3.877491110415576e-07, + 3.8733202245566645e-07, + 3.869157012559299e-07, + 3.865065423269698e-07, + 3.861021298234846e-07, + 3.8570146898564417e-07, + 3.8530276924575446e-07, + 3.848996072974842e-07, + 3.8449340422630485e-07, + 3.8407856095545867e-07, + 3.836679525193176e-07, + 3.832672632597678e-07, + 3.8287686265903176e-07, + 3.824887642167596e-07, + 3.8208963815122843e-07, + 3.816869877937279e-07, + 3.8128487744870654e-07, + 3.8088879250608443e-07, + 3.8049040540499846e-07, + 3.801042112172581e-07, + 3.7971696542626887e-07, + 3.793372798099881e-07, + 3.789535583109682e-07, + 3.7857216739212163e-07, + 3.781883037845546e-07, + 3.778070833959646e-07, + 3.7742594827250286e-07, + 3.770460921259655e-07, + 3.7666873708985804e-07, + 3.762883409308415e-07, + 3.759051594443008e-07, + 3.7552698017861985e-07, + 3.751519841443951e-07, + 3.747756522898271e-07, + 3.7440455002979434e-07, + 3.740320835277089e-07, + 3.7365794014476705e-07, + 3.732818925072934e-07, + 3.7290914178811363e-07, + 3.725391195530392e-07, + 3.721729626704473e-07, + 3.718078005476855e-07, + 3.7145116493775276e-07, + 3.7109640516064246e-07, + 3.707348525949783e-07, + 3.7036892308606184e-07, + 3.700105821735633e-07, + 3.6965519711884554e-07, + 3.692996699555806e-07, + 3.689477807711228e-07, + 3.685952663090575e-07, + 3.682447413666523e-07, + 3.6789077739740605e-07, + 3.6753525023414113e-07, + 3.671779325031821e-07, + 3.6681902315649495e-07, + 3.664659971036599e-07, + 3.6611240261663625e-07, + 3.6576017237166525e-07, + 3.654156444099499e-07, + 3.650710027613968e-07, + 3.6472141573540284e-07, + 3.6437216976992204e-07, + 3.640246575287165e-07, + 3.636839096543554e-07, + 3.633407459346927e-07, + 3.6299513794801896e-07, + 3.626495015396358e-07, + 3.6230272826287546e-07, + 3.6195694974594517e-07, + 3.616099775172188e-07, + 3.6126536429037515e-07, + 3.609189604958374e-07, + 3.6058185060028336e-07, + 3.60243859631737e-07, + 3.598970579332672e-07, + 3.5955309840574046e-07, + 3.592152211240318e-07, + 3.5888126603822457e-07, + 3.585489025681454e-07, + 3.5821437904814957e-07, + 3.578815324090101e-07, + 3.57545673068671e-07, + 3.5721328117688245e-07, + 3.5687702393261134e-07, + 3.565446604625322e-07, + 3.5621275173980393e-07, + 3.5588513469519967e-07, + 3.5555194699554704e-07, + 3.552194698386302e-07, + 3.5488906746650173e-07, + 3.5456602631711576e-07, + 3.542433546499524e-07, + 3.539210524650116e-07, + 3.5359579442229006e-07, + 3.532671541961463e-07, + 3.5294112876727013e-07, + 3.5261678021925036e-07, + 3.522907547903742e-07, + 3.519618019254267e-07, + 3.5163711231689376e-07, + 3.513137301069946e-07, + 3.509942985147063e-07, + 3.5067137105215807e-07, + 3.503477898902929e-07, + 3.5002454978894093e-07, + 3.497073350899882e-07, + 3.4939256465804647e-07, + 3.490777373826859e-07, + 3.4875790788646555e-07, + 3.4843961316255445e-07, + 3.481255816950579e-07, + 3.4781780300363607e-07, + 3.475092285043502e-07, + 3.471974707736081e-07, + 3.46881819268674e-07, + 3.4656787306630576e-07, + 3.462571669388126e-07, + 3.459448691955913e-07, + 3.456322872352757e-07, + 3.4532541803855565e-07, + 3.45018378311579e-07, + 3.447150334068283e-07, + 3.444110632244701e-07, + 3.44110333116987e-07, + 3.4381264413241297e-07, + 3.4351452882219746e-07, + 3.4320612485316815e-07, + 3.428959303164447e-07, + 3.4258633263561933e-07, + 3.422814813802688e-07, + 3.419751237743185e-07, + 3.4167061357948114e-07, + 3.413658475892589e-07, + 3.4106494695151923e-07, + 3.40759783057365e-07, + 3.4045527286252764e-07, + 3.401546280201728e-07, + 3.3985494951593864e-07, + 3.3955788580897206e-07, + 3.392570988580701e-07, + 3.389496612271614e-07, + 3.386479647815577e-07, + 3.3834984947134217e-07, + 3.3805056887104e-07, + 3.377566315521108e-07, + 3.3746738381523755e-07, + 3.371808361407602e-07, + 3.3688985467961174e-07, + 3.3659867426649726e-07, + 3.363057601291075e-07, + 3.360169102961663e-07, + 3.3573033419997955e-07, + 3.354448097070417e-07, + 3.351601378653868e-07, + 3.3487722816971655e-07, + 3.345933805576351e-07, + 3.3430936241529707e-07, + 3.340279874919361e-07, + 3.337488578836201e-07, + 3.334723430725717e-07, + 3.3319233239126334e-07, + 3.3290871215285733e-07, + 3.326314015339449e-07, + 3.323535793242627e-07, + 3.320730570521846e-07, + 3.3179003366967663e-07, + 3.3151084721794177e-07, + 3.3123504294962913e-07, + 3.30958016547811e-07, + 3.3067743743231404e-07, + 3.30397313064168e-07, + 3.301203719274781e-07, + 3.298425497177959e-07, + 3.29565011725208e-07, + 3.2929187909758184e-07, + 3.290191443738877e-07, + 3.287480581093405e-07, + 3.2847532338564633e-07, + 3.281980127667339e-07, + 3.2792070214782143e-07, + 3.2764617685643316e-07, + 3.27373243180773e-07, + 3.270992579018639e-07, + 3.268280011070601e-07, + 3.265575401201204e-07, + 3.262872212417278e-07, + 3.260209666677838e-07, + 3.257555647451227e-07, + 3.254896228099824e-07, + 3.252221745242423e-07, + 3.249547546602116e-07, + 3.246884148211393e-07, + 3.244256276957458e-07, + 3.2415994155599037e-07, + 3.2389547754974046e-07, + 3.236297345665662e-07, + 3.233675442970707e-07, + 3.231065193176619e-07, + 3.228460343507322e-07, + 3.2258674309559865e-07, + 3.2232929925157805e-07, + 3.220734186015761e-07, + 3.218161168661027e-07, + 3.2156060569832334e-07, + 3.213040429272951e-07, + 3.210450358892558e-07, + 3.2078668255053344e-07, + 3.205256291494152e-07, + 3.202642915312026e-07, + 3.200046876372653e-07, + 3.1975073966350465e-07, + 3.1949440426615183e-07, + 3.1923698884384066e-07, + 3.1898085239845386e-07, + 3.187231811807578e-07, + 3.1846727210904646e-07, + 3.182157684022968e-07, + 3.1796781740922597e-07, + 3.177177916313667e-07, + 3.1746270678922883e-07, + 3.172086735503399e-07, + 3.169567435179488e-07, + 3.1670683142692724e-07, + 3.1645257081436284e-07, + 3.1619728702025895e-07, + 3.1594328220307943e-07, + 3.156895616029942e-07, + 3.1544064427180274e-07, + 3.1519246590505645e-07, + 3.149454528283968e-07, + 3.146949154597678e-07, + 3.1444369597011246e-07, + 3.141933007100306e-07, + 3.1394498023473716e-07, + 3.1369546604764764e-07, + 3.1345203410637623e-07, + 3.1321263804784394e-07, + 3.129773915588885e-07, + 3.1273449963009625e-07, + 3.124862644199311e-07, + 3.1223896712617716e-07, + 3.119953930763586e-07, + 3.1175213166534377e-07, + 3.115110587259551e-07, + 3.112704405339173e-07, + 3.1103061814974353e-07, + 3.107955706127541e-07, + 3.105588177731988e-07, + 3.1032129754748894e-07, + 3.1008272571853013e-07, + 3.098458307704277e-07, + 3.096060652296728e-07, + 3.0936882922105724e-07, + 3.09130030018423e-07, + 3.08888473909974e-07, + 3.0864885047776625e-07, + 3.084109891915432e-07, + 3.081744921473728e-07, + 3.079362045355083e-07, + 3.077008443597151e-07, + 3.074646883760579e-07, + 3.072270544635103e-07, + 3.06992149035068e-07, + 3.067576130888483e-07, + 3.065229634557909e-07, + 3.0628939384769183e-07, + 3.06062048593958e-07, + 3.058343907014205e-07, + 3.056056527839246e-07, + 3.053746695513837e-07, + 3.051451926694426e-07, + 3.049183021630597e-07, + 3.0469195166915597e-07, + 3.044668801521766e-07, + 3.0423848329519387e-07, + 3.0400951800402254e-07, + 3.037790747839608e-07, + 3.0355437274920405e-07, + 3.0332947176248126e-07, + 3.0310727083815436e-07, + 3.0288242669485044e-07, + 3.0265985628830094e-07, + 3.0243711535149487e-07, + 3.0221525548768113e-07, + 3.0199410616660316e-07, + 3.0176795462466544e-07, + 3.0154191676956543e-07, + 3.01317697903869e-07, + 3.0109706017356075e-07, + 3.0087878144513525e-07, + 3.00659792173974e-07, + 3.004375912496471e-07, + 3.0021683983250114e-07, + 3.0000043693689804e-07, + 2.997824140038574e-07, + 2.995645047576545e-07, + 2.993457428601687e-07, + 2.9913005050730135e-07, + 2.9891316444263794e-07, + 2.9869903528378927e-07, + 2.9848271765331447e-07, + 2.98263188369674e-07, + 2.980457054491126e-07, + 2.9782927413180005e-07, + 2.9761147857243486e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006556712090969086, + 0.001237100688740611, + 0.001524224760942161, + 0.0015541322063654661, + 0.0018638629699125886, + 0.00015587387315463275, + 0.0006283321999944746, + 0.0006704463739879429, + 0.0006674249889329076, + 0.0006571943522430956, + 0.0006430901703424752, + 0.0006298770313151181, + 0.0006083917105570436, + 0.0006162720965221524, + 0.0006258696084842086, + 0.0006569109973497689, + 0.0006928821676410735, + 0.0007491267751902342, + 0.0008361085783690214, + 0.0009536901488900185, + 0.0009401784045621753, + 0.0006847710465081036, + 0.0005272876005619764, + 0.00043038479634560645, + 0.00037920250906609, + 0.000344176369253546, + 0.00032027106499299407, + 0.00030268868431448936, + 0.00028719319379888475, + 0.00027452633366920054, + 0.0002636644640006125, + 0.0002543844166211784, + 0.0002466473961248994, + 0.0002399160002823919, + 0.00023367194808088243, + 0.0002273849822813645, + 0.0002210133825428784, + 0.00021495309192687273, + 0.0002093753864755854, + 0.00020438965293578804, + 0.00019999333017040044, + 0.00019551892182789743, + 0.0001912742154672742, + 0.00018728128634393215, + 0.0001833485293900594, + 0.00017966574523597956, + 0.000176003115484491, + 0.00017227967327926308, + 0.00016865385987330228, + 0.0001652236096560955, + 0.00016205152496695518, + 0.00015896442346274853, + 0.00015609661932103336, + 0.00015334380441345274, + 0.0001507408742327243, + 0.00014834145258646458, + 0.00014603637100663036, + 0.00014384291716851294, + 0.00014176356489770114, + 0.00013977912021800876, + 0.00013789907097816467, + 0.00013611260510515422, + 0.0001344056217931211, + 0.0001327887730440125, + 0.00013121834490448236, + 0.00012968710507266223, + 0.00012824672739952803, + 0.00012682318629231304, + 0.0001254669186891988, + 0.00012418566620908678, + 0.0001229482440976426, + 0.0001217975077452138, + 0.00012070045340806246, + 0.00011964447912760079, + 0.0001186173758469522, + 0.00011758665641536936, + 0.00011657071445370093, + 0.00011556152458069846, + 0.0001145616261055693, + 0.00011360779899405316, + 0.00011264217755524442, + 0.00011171154619660228, + 0.00011080074909841642, + 0.00010990040755132213, + 0.00010902818030444905, + 0.00010817799920914695, + 0.00010735646355897188, + 0.00010654988000169396, + 0.00010576494241831824, + 0.0001050006176228635, + 0.00010423491767141968, + 0.00010349624790251255, + 0.00010277100227540359, + 0.00010206762817688286, + 0.00010140582162421197, + 0.00010077372280647978, + 0.00010016341548180208, + 9.954562847269699e-05, + 9.893649257719517e-05, + 9.830651833908632e-05, + 9.769580356078222e-05, + 9.710009908303618e-05, + 9.651414438849315e-05, + 9.593563299858943e-05, + 9.536151628708467e-05, + 9.479431173531339e-05, + 9.424453310202807e-05, + 9.371120540890843e-05, + 9.318217053078115e-05, + 9.266461711376905e-05, + 9.215750469593331e-05, + 9.165628580376506e-05, + 9.115637658396736e-05, + 9.065593621926382e-05, + 9.015229443321005e-05, + 8.965700544649735e-05, + 8.916664955904707e-05, + 8.868525765137747e-05, + 8.821071241982281e-05, + 8.774216985329986e-05, + 8.727088425075635e-05, + 8.680939208716154e-05, + 8.635417907498777e-05, + 8.590453217038885e-05, + 8.547255856683478e-05, + 8.503960998496041e-05, + 8.461141987936571e-05, + 8.418546349275857e-05, + 8.376120968023315e-05, + 8.334143058164045e-05, + 8.292975689982995e-05, + 8.252824773080647e-05, + 8.213560795411468e-05, + 8.175660332199186e-05, + 8.138062548823655e-05, + 8.100382547127083e-05, + 8.062442066147923e-05, + 8.025042916415259e-05, + 7.987351273186505e-05, + 7.950765575515106e-05, + 7.914096931926906e-05, + 7.876059680711478e-05, + 7.838348392397165e-05, + 7.801477477187291e-05, + 7.766261114738882e-05, + 7.73097708588466e-05, + 7.696419197600335e-05, + 7.661528798053041e-05, + 7.627161539858207e-05, + 7.592703332193196e-05, + 7.558707875432447e-05, + 7.524682587245479e-05, + 7.490388816222548e-05, + 7.455782906617969e-05, + 7.420928886858746e-05, + 7.386153447441757e-05, + 7.351845852099359e-05, + 7.318035932257771e-05, + 7.285042374860495e-05, + 7.253742660395801e-05, + 7.22260374459438e-05, + 7.192437624325976e-05, + 7.162228575907648e-05, + 7.132584869395941e-05, + 7.102866948116571e-05, + 7.073727465467528e-05, + 7.04439589753747e-05, + 7.01571989338845e-05, + 6.987348024267703e-05, + 6.959871097933501e-05, + 6.933201802894473e-05, + 6.905679765623063e-05, + 6.877625855850056e-05, + 6.849940109532326e-05, + 6.822902651038021e-05, + 6.79654476698488e-05, + 6.770786421839148e-05, + 6.744518759660423e-05, + 6.717984797433019e-05, + 6.691521411994472e-05, + 6.665803084615618e-05, + 6.640453648287803e-05, + 6.614960147999227e-05, + 6.589367694687098e-05, + 6.564984505530447e-05, + 6.540543108712882e-05, + 6.516325083794072e-05, + 6.492268585134298e-05, + 6.468009814852849e-05, + 6.444390601245686e-05, + 6.421060243155807e-05, + 6.398477125912905e-05, + 6.375814700732008e-05, + 6.353847129503265e-05, + 6.331533222692087e-05, + 6.309515447355807e-05, + 6.287464202614501e-05, + 6.264838157221675e-05, + 6.242321251193061e-05, + 6.219209899427369e-05, + 6.196607137098908e-05, + 6.174239388201386e-05, + 6.151334673631936e-05, + 6.128213863121346e-05, + 6.104825297370553e-05, + 6.081487299525179e-05, + 6.058858707547188e-05, + 6.036758713889867e-05, + 6.0150938224978745e-05, + 5.993881495669484e-05, + 5.972642611595802e-05, + 5.951912316959351e-05, + 5.931788109592162e-05, + 5.911604966968298e-05, + 5.8920326409861445e-05, + 5.873038026038557e-05, + 5.8538727898849174e-05, + 5.8350255130790174e-05, + 5.8163055655313656e-05, + 5.797694393550046e-05, + 5.779597631772049e-05, + 5.761647844337858e-05, + 5.743065776186995e-05, + 5.72415956412442e-05, + 5.705021249013953e-05, + 5.686068834620528e-05, + 5.6679047702346e-05, + 5.6499869970139116e-05, + 5.6318440329050645e-05, + 5.6136446801247075e-05, + 5.595604670816101e-05, + 5.577323827310465e-05, + 5.559193959925324e-05, + 5.5412725487258285e-05, + 5.5232947488548234e-05, + 5.50571276107803e-05, + 5.488383612828329e-05, + 5.471430267789401e-05, + 5.4547701438423246e-05, + 5.438026346382685e-05, + 5.421236346592195e-05, + 5.4048367019277066e-05, + 5.388540375861339e-05, + 5.372368104872294e-05, + 5.356479960028082e-05, + 5.340542338672094e-05, + 5.324547964846715e-05, + 5.308975596562959e-05, + 5.2936753490939736e-05, + 5.278849494061433e-05, + 5.263666753307916e-05, + 5.24865863553714e-05, + 5.233244155533612e-05, + 5.218011938268319e-05, + 5.202630927669816e-05, + 5.187529313843697e-05, + 5.172539022169076e-05, + 5.157625491847284e-05, + 5.1423616241663694e-05, + 5.127110125613399e-05, + 5.112059079692699e-05, + 5.09757264808286e-05, + 5.083400901639834e-05, + 5.0698217819444835e-05, + 5.0559843657538295e-05, + 5.042119664722122e-05, + 5.0278755225008354e-05, + 5.0136764912167564e-05, + 4.9997353926301e-05, + 4.986149724572897e-05, + 4.9724978453014046e-05, + 4.959042780683376e-05, + 4.945803448208608e-05, + 4.9328729801345617e-05, + 4.919538332615048e-05, + 4.90590427943971e-05, + 4.8923513531917706e-05, + 4.8790545406518504e-05, + 4.86574208480306e-05, + 4.852360507356934e-05, + 4.839078610530123e-05, + 4.826109216082841e-05, + 4.813282430404797e-05, + 4.800713941222057e-05, + 4.7884968807920814e-05, + 4.776042260346003e-05, + 4.763463948620483e-05, + 4.750590960611589e-05, + 4.738073766930029e-05, + 4.7256762627512217e-05, + 4.7138080844888464e-05, + 4.7018180339364335e-05, + 4.689760316978209e-05, + 4.677265678765252e-05, + 4.6650940930703655e-05, + 4.653026189771481e-05, + 4.64136537630111e-05, + 4.629709292203188e-05, + 4.6183340600691736e-05, + 4.607029404724017e-05, + 4.596086000674404e-05, + 4.5853452320443466e-05, + 4.5746513933409005e-05, + 4.563641414279118e-05, + 4.552578320726752e-05, + 4.541444286587648e-05, + 4.530516889644787e-05, + 4.519601498031989e-05, + 4.508806887315586e-05, + 4.4981465180171654e-05, + 4.48748905910179e-05, + 4.476815229281783e-05, + 4.466202517505735e-05, + 4.45563746325206e-05, + 4.4452670408645645e-05, + 4.43462522525806e-05, + 4.424172220751643e-05, + 4.413678834680468e-05, + 4.4033742597093806e-05, + 4.392963455757126e-05, + 4.3826305045513436e-05, + 4.372142575448379e-05, + 4.361679748399183e-05, + 4.351362804300152e-05, + 4.341349995229393e-05, + 4.3316613300703466e-05, + 4.321937740314752e-05, + 4.312354576541111e-05, + 4.302623710827902e-05, + 4.292726225685328e-05, + 4.283042289898731e-05, + 4.273464946891181e-05, + 4.263985465513542e-05, + 4.254457599017769e-05, + 4.244971205480397e-05, + 4.2355073674116284e-05, + 4.226075179758482e-05, + 4.2168125219177455e-05, + 4.207660458632745e-05, + 4.198533861199394e-05, + 4.189609899185598e-05, + 4.180550968158059e-05, + 4.1714811231940985e-05, + 4.162148979958147e-05, + 4.153027111897245e-05, + 4.1440238419454545e-05, + 4.135043855058029e-05, + 4.125926716369577e-05, + 4.116913987672888e-05, + 4.107889981241897e-05, + 4.099162106285803e-05, + 4.0904287743614987e-05, + 4.081909719388932e-05, + 4.073416494065896e-05, + 4.064984750584699e-05, + 4.056487523484975e-05, + 4.047972834086977e-05, + 4.039616760564968e-05, + 4.0312374039785936e-05, + 4.022830762551166e-05, + 4.014439036836848e-05, + 4.0060906030703336e-05, + 3.9977447158889845e-05, + 3.989295510109514e-05, + 3.980908513767645e-05, + 3.9726128306938335e-05, + 3.9642956835450605e-05, + 3.956089494749904e-05, + 3.948016819776967e-05, + 3.9401045796694234e-05, + 3.932117033400573e-05, + 3.92427209590096e-05, + 3.916368223144673e-05, + 3.908683720510453e-05, + 3.900960655300878e-05, + 3.893375469488092e-05, + 3.8857964682392776e-05, + 3.87828767998144e-05, + 3.8706682971678674e-05, + 3.863007441395894e-05, + 3.855358954751864e-05, + 3.847843618132174e-05, + 3.840487261186354e-05, + 3.833212031167932e-05, + 3.826020110864192e-05, + 3.8187357858987525e-05, + 3.8114318158477545e-05, + 3.804000880336389e-05, + 3.7965848605381325e-05, + 3.789251422858797e-05, + 3.7820882425876334e-05, + 3.774854485527612e-05, + 3.767685848288238e-05, + 3.7605062971124426e-05, + 3.7535050068981946e-05, + 3.746432776097208e-05, + 3.739445674000308e-05, + 3.732492041308433e-05, + 3.725679198396392e-05, + 3.718879452208057e-05, + 3.711945828399621e-05, + 3.70525085600093e-05, + 3.698590080603026e-05, + 3.692032260005362e-05, + 3.685427509481087e-05, + 3.678827124531381e-05, + 3.6721678043249995e-05, + 3.665381882456131e-05, + 3.658483910840005e-05, + 3.65178711945191e-05, + 3.645172910182737e-05, + 3.6386198189575225e-05, + 3.631990330177359e-05, + 3.625435783760622e-05, + 3.6190958780935034e-05, + 3.6127625207882375e-05, + 3.606261088862084e-05, + 3.599839692469686e-05, + 3.593513974919915e-05, + 3.587278843042441e-05, + 3.581074997782707e-05, + 3.57483841071371e-05, + 3.5686880437424406e-05, + 3.562474375939928e-05, + 3.556297815521248e-05, + 3.550089604686946e-05, + 3.543931961758062e-05, + 3.537805241649039e-05, + 3.531789843691513e-05, + 3.525811553117819e-05, + 3.519863457768224e-05, + 3.5139750252710655e-05, + 3.5079709050478414e-05, + 3.5019751521758735e-05, + 3.495904093142599e-05, + 3.489879964035936e-05, + 3.4839471481973305e-05, + 3.47799104929436e-05, + 3.4721011616056785e-05, + 3.46624874509871e-05, + 3.460461084614508e-05, + 3.4547574614407495e-05, + 3.448983625276014e-05, + 3.443233435973525e-05, + 3.4376025723759085e-05, + 3.432025187066756e-05, + 3.426385956117883e-05, + 3.4208129363832995e-05, + 3.415231185499579e-05, + 3.40964543283917e-05, + 3.404100425541401e-05, + 3.3986230846494436e-05, + 3.3932079531950876e-05, + 3.3878328395076096e-05, + 3.382382055860944e-05, + 3.376830863999203e-05, + 3.371280035935342e-05, + 3.3658045140327886e-05, + 3.360419214004651e-05, + 3.3549957151990384e-05, + 3.349558392073959e-05, + 3.344165816088207e-05, + 3.3387826988473535e-05, + 3.333399217808619e-05, + 3.3280248317169026e-05, + 3.322680277051404e-05, + 3.317533264635131e-05, + 3.312292756163515e-05, + 3.307133374619298e-05, + 3.301888864370994e-05, + 3.296778231742792e-05, + 3.2917236239882186e-05, + 3.286611899966374e-05, + 3.281432873336598e-05, + 3.276244751759805e-05, + 3.271122113801539e-05, + 3.266091880504973e-05, + 3.261035089963116e-05, + 3.256011041230522e-05, + 3.250975350965746e-05, + 3.245915286242962e-05, + 3.240730075049214e-05, + 3.235732583561912e-05, + 3.2308100344380364e-05, + 3.2259114959742874e-05, + 3.2209904020419344e-05, + 3.216024924768135e-05, + 3.211055081919767e-05, + 3.2060885132523254e-05, + 3.2012423616833985e-05, + 3.196445686626248e-05, + 3.191708674421534e-05, + 3.1870335078565404e-05, + 3.182345972163603e-05, + 3.1775940442457795e-05, + 3.172908691340126e-05, + 3.168195689795539e-05, + 3.163529981975444e-05, + 3.1588679121341556e-05, + 3.1542447686661035e-05, + 3.149612166453153e-05, + 3.1450206734007224e-05, + 3.1403971661347896e-05, + 3.135804217890836e-05, + 3.131289849989116e-05, + 3.1269075407180935e-05, + 3.122546331724152e-05, + 3.1182236853055656e-05, + 3.11387593683321e-05, + 3.109516546828672e-05, + 3.105182258877903e-05, + 3.100760659435764e-05, + 3.096400905633345e-05, + 3.0920975405024365e-05, + 3.0877730750944465e-05, + 3.0834475182928145e-05, + 3.0791783501626924e-05, + 3.0748600693186745e-05, + 3.0705126846442e-05, + 3.066185308853164e-05, + 3.061885217903182e-05, + 3.0575974960811436e-05, + 3.053366162930615e-05, + 3.0492423320538364e-05, + 3.0451143175014295e-05, + 3.0409764804062434e-05, + 3.0368331863428466e-05, + 3.032698623428587e-05, + 3.028589708264917e-05, + 3.0244653316913173e-05, + 3.020368421857711e-05, + 3.0162842449499294e-05, + 3.0121584131848067e-05, + 3.008040221175179e-05, + 3.0040693673072383e-05, + 3.000023207277991e-05, + 2.995967042807024e-05, + 2.9918850486865267e-05, + 2.9878441637265496e-05, + 2.9838472983101383e-05, + 2.9798800824210048e-05, + 2.9759885364910588e-05, + 2.9721000828430988e-05, + 2.9682192689506337e-05, + 2.96426733257249e-05, + 2.960335223178845e-05, + 2.956365278805606e-05, + 2.9524200726882555e-05, + 2.9485130653483793e-05, + 2.9445831387420185e-05, + 2.9407408874249086e-05, + 2.9368646210059524e-05, + 2.9330220058909617e-05, + 2.9291953978827223e-05, + 2.925437547673937e-05, + 2.92158147203736e-05, + 2.9176522730267607e-05, + 2.913769640144892e-05, + 2.909897011704743e-05, + 2.9060402084724046e-05, + 2.90225198114058e-05, + 2.898471757362131e-05, + 2.8947180908289738e-05, + 2.8909458706039004e-05, + 2.8871245376649313e-05, + 2.883350316551514e-05, + 2.879575185943395e-05, + 2.8758280677720904e-05, + 2.8721577109536156e-05, + 2.868418778234627e-05, + 2.8646849386859685e-05, + 2.8609387300093658e-05, + 2.857259642041754e-05, + 2.8536072932183743e-05, + 2.8499473046394996e-05, + 2.8463065973483026e-05, + 2.8425929485820234e-05, + 2.8389005819917656e-05, + 2.8352393201203085e-05, + 2.8316340831224807e-05, + 2.8280082915443927e-05, + 2.824393959599547e-05, + 2.8208109142724425e-05, + 2.8172251404612325e-05, + 2.8136844775872305e-05, + 2.8101396310376003e-05, + 2.806633165164385e-05, + 2.8031194233335555e-05, + 2.7996502467431128e-05, + 2.7962034437223338e-05, + 2.792716259136796e-05, + 2.7892039724974893e-05, + 2.7857902750838548e-05, + 2.782440060400404e-05, + 2.7790472813649103e-05, + 2.7755606424761936e-05, + 2.772088919300586e-05, + 2.7686830435413867e-05, + 2.765313365671318e-05, + 2.762006079137791e-05, + 2.758662958513014e-05, + 2.755279274424538e-05, + 2.7518804927240126e-05, + 2.7484706151881255e-05, + 2.7450885681901127e-05, + 2.7417021556175314e-05, + 2.738345028774347e-05, + 2.7350362870492972e-05, + 2.731710992520675e-05, + 2.7284302632324398e-05, + 2.725173908402212e-05, + 2.7218899049330503e-05, + 2.7186571969650686e-05, + 2.7154719646205194e-05, + 2.7123038307763636e-05, + 2.7090669391327538e-05, + 2.7058129489887506e-05, + 2.7025338567909785e-05, + 2.6992642233381048e-05, + 2.696030423976481e-05, + 2.6928511942969635e-05, + 2.6897097995970398e-05, + 2.6865807740250602e-05, + 2.6834646632778458e-05, + 2.6803838409250602e-05, + 2.677288284758106e-05, + 2.674190363904927e-05, + 2.6710979000199586e-05, + 2.6680110750021413e-05, + 2.6648676794138737e-05, + 2.661758117028512e-05, + 2.6586763851810247e-05, + 2.6555866497801617e-05, + 2.6525149223743938e-05, + 2.649451926117763e-05, + 2.6464193069841713e-05, + 2.6434199753566645e-05, + 2.640455204527825e-05, + 2.6374791559646837e-05, + 2.6344698198954575e-05, + 2.6314892238588072e-05, + 2.628548645589035e-05, + 2.6256069759256206e-05, + 2.622658030304592e-05, + 2.619659062474966e-05, + 2.6166653697146103e-05, + 2.613716060295701e-05, + 2.610799674584996e-05, + 2.607931492093485e-05, + 2.6050709493574686e-05, + 2.6022500605904497e-05, + 2.5993978852056898e-05, + 2.5964907763409428e-05, + 2.593559111119248e-05, + 2.5906549126375467e-05, + 2.5877958250930533e-05, + 2.5849842131719925e-05, + 2.5821591407293454e-05, + 2.579383726697415e-05, + 2.5765773898456246e-05, + 2.5736948373378254e-05, + 2.5708874090923928e-05, + 2.5681278202682734e-05, + 2.565347313066013e-05, + 2.562521149229724e-05, + 2.5596778868930414e-05, + 2.5568630007910542e-05, + 2.5541263312334195e-05, + 2.5513823857181706e-05, + 2.5485742298769765e-05, + 2.5457211449975148e-05, + 2.5428755179746076e-05, + 2.5400733647984453e-05, + 2.5373527023475617e-05, + 2.534597660996951e-05, + 2.531840254960116e-05, + 2.529073753976263e-05, + 2.5263077986892313e-05, + 2.523584225855302e-05, + 2.520858652133029e-05, + 2.5181709133903496e-05, + 2.5154813556582667e-05, + 2.51278979703784e-05, + 2.5100905986619182e-05, + 2.5074197765206918e-05, + 2.5047977032954805e-05, + 2.5021272449521348e-05, + 2.499445508874487e-05, + 2.4968074285425246e-05, + 2.4941609808593057e-05, + 2.4915132598835044e-05, + 2.488888640073128e-05, + 2.4862578356987797e-05, + 2.4836077500367537e-05, + 2.4809349270071834e-05, + 2.4782673790468834e-05, + 2.4756454877206124e-05, + 2.473054155416321e-05, + 2.4704870156710967e-05, + 2.467932426952757e-05, + 2.4653489163029008e-05, + 2.462746124365367e-05, + 2.4600880351499654e-05, + 2.4574568669777364e-05, + 2.4548893634346314e-05, + 2.4523875254089944e-05, + 2.4499006030964665e-05, + 2.4473432858940214e-05, + 2.4447634132229723e-05, + 2.44218699663179e-05, + 2.4396491426159628e-05, + 2.437096554785967e-05, + 2.4346218197024427e-05, + 2.432140536257066e-05, + 2.429707456030883e-05, + 2.4272489099530503e-05, + 2.424805461487267e-05, + 2.4223458240157925e-05, + 2.4199031031457707e-05, + 2.41746092797257e-05, + 2.415026756352745e-05, + 2.412608591839671e-05, + 2.4101709641399793e-05, + 2.4077155103441328e-05, + 2.4052926164586097e-05, + 2.4028897314565256e-05, + 2.4004786610021256e-05, + 2.39810069615487e-05, + 2.395714182057418e-05, + 2.3933167540235445e-05, + 2.3909071387606673e-05, + 2.388518441875931e-05, + 2.3861477529862896e-05, + 2.3838018023525365e-05, + 2.3814620362827554e-05, + 2.379177021794021e-05, + 2.37690383073641e-05, + 2.374586802034173e-05, + 2.3722421246930026e-05, + 2.3699460143689066e-05, + 2.3676686396356672e-05, + 2.365390901104547e-05, + 2.363136263738852e-05, + 2.360877624596469e-05, + 2.358631718379911e-05, + 2.3563636204926297e-05, + 2.354085518163629e-05, + 2.351796138100326e-05, + 2.349496389797423e-05, + 2.3472342945751734e-05, + 2.3449689251719974e-05, + 2.342712105019018e-05, + 2.340504761377815e-05, + 2.33829632634297e-05, + 2.3360564227914438e-05, + 2.3338185201282613e-05, + 2.3315918951993808e-05, + 2.3294083803193644e-05, + 2.3272097678272985e-05, + 2.3249953301274218e-05, + 2.3227810743264854e-05, + 2.320559178770054e-05, + 2.3183438315754756e-05, + 2.3161204808275215e-05, + 2.3139124095905572e-05, + 2.3116926968214102e-05, + 2.3095326469046995e-05, + 2.307367140019778e-05, + 2.3051450625644065e-05, + 2.302941538800951e-05, + 2.3007765776128508e-05, + 2.2986367184785195e-05, + 2.2965072275837883e-05, + 2.29436373047065e-05, + 2.2922309653949924e-05, + 2.2900789190316573e-05, + 2.2879492462379858e-05, + 2.2857946532894857e-05, + 2.283665344293695e-05, + 2.281538581883069e-05, + 2.2794394681113772e-05, + 2.2773045202484354e-05, + 2.2751741198590025e-05, + 2.273056816193275e-05, + 2.2709871700499207e-05, + 2.2689198885927908e-05, + 2.2668549718218856e-05, + 2.2647707737633027e-05, + 2.262665111629758e-05, + 2.2605763660976663e-05, + 2.2584979888051748e-05, + 2.2564088794752024e-05, + 2.2543012164533138e-05, + 2.2522210201714188e-05, + 2.25014919124078e-05, + 2.2481026462628506e-05, + 2.2460335458163172e-05, + 2.2439602616941556e-05, + 2.241888978460338e-05, + 2.2398564397008158e-05, + 2.2378393623512238e-05, + 2.2358224669005722e-05, + 2.2337733753374778e-05, + 2.231733924418222e-05, + 2.22972194023896e-05, + 2.2277497919276357e-05, + 2.2257727323449217e-05, + 2.223775300080888e-05, + 2.2217527657630853e-05, + 2.219741145381704e-05, + 2.2177506252774037e-05, + 2.215749555034563e-05, + 2.213746847701259e-05, + 2.2117807020549662e-05, + 2.209813283116091e-05, + 2.2078696929384023e-05, + 2.2059219190850854e-05, + 2.2039950636099093e-05, + 2.2020880351192318e-05, + 2.2001779143465683e-05, + 2.1982019461574964e-05, + 2.1962145183351822e-05, + 2.1942309103906155e-05, + 2.1922778614680283e-05, + 2.1903148081037216e-05, + 2.188363578170538e-05, + 2.1864110749447718e-05, + 2.184483309974894e-05, + 2.1825280782650225e-05, + 2.1805770302307792e-05, + 2.178650720452424e-05, + 2.1767307771369815e-05, + 2.174827386625111e-05, + 2.172899985453114e-05, + 2.170930201828014e-05, + 2.168997161788866e-05, + 2.1670872229151428e-05, + 2.165169826184865e-05, + 2.1632862626574934e-05, + 2.161433076253161e-05, + 2.1595973521471024e-05, + 2.157732888008468e-05, + 2.155867150577251e-05, + 2.153990681108553e-05, + 2.1521400412893854e-05, + 2.1503041352843866e-05, + 2.1484747776412405e-05, + 2.146650876966305e-05, + 2.1448382540256716e-05, + 2.143019446521066e-05, + 2.141199729521759e-05, + 2.1393969291239046e-05, + 2.1376084987423383e-05, + 2.1358368030632846e-05, + 2.1340427338145673e-05, + 2.1322257452993654e-05, + 2.130449138348922e-05, + 2.128669075318612e-05, + 2.126871549990028e-05, + 2.1250581994536333e-05, + 2.1232695871731266e-05, + 2.1215026208665222e-05, + 2.119728014804423e-05, + 2.1179303075768985e-05, + 2.1161355107324198e-05, + 2.114361268468201e-05, + 2.1125812054378912e-05, + 2.110803143295925e-05, + 2.1090530935907736e-05, + 2.107305590470787e-05, + 2.105569001287222e-05, + 2.1038216800661758e-05, + 2.1020447093178518e-05, + 2.100268284266349e-05, + 2.0985091396141797e-05, + 2.096760545100551e-05, + 2.095005038427189e-05, + 2.093266994052101e-05, + 2.0915344066452235e-05, + 2.0898025468341075e-05, + 2.0880966985714622e-05, + 2.0863963072770275e-05, + 2.084692459902726e-05, + 2.082978971884586e-05, + 2.0812654838664457e-05, + 2.0795590899069794e-05, + 2.0778754333150573e-05, + 2.076173223031219e-05, + 2.074478834401816e-05, + 2.0727762603200972e-05, + 2.0710964236059226e-05, + 2.069424226647243e-05, + 2.0677553038694896e-05, + 2.0660938389482908e-05, + 2.0644443793571554e-05, + 2.06280510610668e-05, + 2.0611567379091866e-05, + 2.0595198293449357e-05, + 2.0578760086209513e-05, + 2.0562167264870368e-05, + 2.0545612642308697e-05, + 2.0528887034743093e-05, + 2.0512143237283453e-05, + 2.0495512217166834e-05, + 2.047924317594152e-05, + 2.0462821339606307e-05, + 2.0446328562684357e-05, + 2.042991945927497e-05, + 2.0413410311448388e-05, + 2.0397012121975422e-05, + 2.038089769484941e-05, + 2.0365012460388243e-05, + 2.0348992620711215e-05, + 2.033265081990976e-05, + 2.031637450272683e-05, + 2.0300232790759765e-05, + 2.0284223865019158e-05, + 2.0267932995921e-05, + 2.0251576643204316e-05, + 2.0235302145010792e-05, + 2.0219047655700706e-05, + 2.0203102394589223e-05, + 2.0187200789223425e-05, + 2.0171375581412576e-05, + 2.0155324818915688e-05, + 2.013922858168371e-05, + 2.012318691413384e-05, + 2.0107278032810427e-05, + 2.0091290934942663e-05, + 2.007569491979666e-05, + 2.0060357201145962e-05, + 2.004528505494818e-05, + 2.002972541959025e-05, + 2.0013821995235048e-05, + 1.9997978597530164e-05, + 1.998237166844774e-05, + 1.996678656723816e-05, + 1.995134152821265e-05, + 1.9935927412007004e-05, + 1.9920562408515252e-05, + 1.99055048142327e-05, + 1.989033626159653e-05, + 1.9875116777257062e-05, + 1.9859831809299067e-05, + 1.984465416171588e-05, + 1.9829290977213532e-05, + 1.981409513973631e-05, + 1.9798793800873682e-05, + 1.9783319658017717e-05, + 1.9767969206441194e-05, + 1.9752729713218287e-05, + 1.973757753148675e-05, + 1.972231075342279e-05, + 1.9707231331267394e-05, + 1.9692102796398103e-05, + 1.967687603610102e-05, + 1.9661827536765486e-05, + 1.9646802684292197e-05, + 1.9631770555861294e-05, + 1.961680391104892e-05, + 1.9602239262894727e-05, + 1.9587652786867693e-05, + 1.9572997189243324e-05, + 1.955819971044548e-05, + 1.9543496819096617e-05, + 1.9528963093762286e-05, + 1.9514460291247815e-05, + 1.9500041162245907e-05, + 1.948540739249438e-05, + 1.9470737242954783e-05, + 1.94559725059662e-05, + 1.944157702382654e-05, + 1.9427168808761053e-05, + 1.9412933397688903e-05, + 1.9398528820602223e-05, + 1.9384267943678424e-05, + 1.936999979079701e-05, + 1.93557843886083e-05, + 1.934161628014408e-05, + 1.9327126210555434e-05, + 1.9312645235913806e-05, + 1.9298282495583408e-05, + 1.9284147128928453e-05, + 1.9270162738393992e-05, + 1.9256134692113847e-05, + 1.9241897462052293e-05, + 1.922775300045032e-05, + 1.9213888663216494e-05, + 1.919992246257607e-05, + 1.9185961718903854e-05, + 1.9171946405549534e-05, + 1.9158127543050796e-05, + 1.9144234101986513e-05, + 1.9130513464915566e-05, + 1.911665458464995e-05, + 1.9102590158581734e-05, + 1.908865488076117e-05, + 1.9074790543527342e-05, + 1.9060837075812742e-05 + ], + "stabilities": [ + 0.40713000297546387, + -18.47734260559082, + 0.06312257051467896, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.4309525489807129, + 0.9723756909370422, + 1.0, + 0.8287290334701538, + 1.0, + -0.3319500684738159, + 1.0, + -0.4871826171875, + 1.0, + 0.8630940318107605, + 0.9371737241744995, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932107925415039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850886464118958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973396062850952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995490550994873, + 1.0, + 1.0, + 0.9829066395759583, + 1.0, + 0.9926387667655945, + 0.9813185930252075, + 1.0, + 0.961051344871521, + 0.9821835160255432, + 0.9898155331611633, + 0.9990285038948059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9799005389213562, + 1.0, + 0.989758312702179, + 1.0, + 1.0, + 0.9984244704246521, + 0.9985402226448059, + 0.9890561699867249, + 1.0, + 0.9948686957359314, + 0.9947623610496521, + 1.0, + 0.9852328300476074, + 1.0, + 0.9892651438713074, + 0.9583967924118042, + 0.9712972640991211, + 0.9808155298233032, + 1.0, + 1.0, + 1.0, + 0.9861977696418762, + 0.9951980710029602, + 0.9996287822723389, + 1.0, + 1.0, + 1.0, + 0.9844816327095032, + 0.9846909642219543, + 1.0, + 0.9955868721008301, + 0.9937272667884827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979579448699951, + 1.0, + 0.9959257245063782, + 1.0, + 1.0, + 1.0, + 0.9931848049163818, + 1.0, + 1.0, + 0.9735826253890991, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935855269432068, + 0.9877533316612244, + 0.9900574088096619, + 0.9767544865608215, + 1.0, + 1.0, + 1.0, + 0.9975947737693787, + 1.0, + 0.9823310375213623, + 1.0, + 1.0, + 1.0, + 0.9901914596557617, + 0.9684951305389404, + 1.0, + 0.9909728765487671, + 1.0, + 0.9967402219772339, + 1.0, + 0.9982956647872925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992849826812744, + 0.9980918169021606, + 0.9880513548851013, + 0.959919810295105, + 1.0, + 0.9811111092567444, + 1.0, + 0.9920046329498291, + 1.0, + 0.9911872744560242, + 1.0, + 0.9882428050041199, + 0.9998562932014465, + 0.9798691272735596, + 0.9802626371383667, + 1.0, + 1.0, + 0.997455358505249, + 0.9868251085281372, + 0.9848076701164246, + 0.9868747591972351, + 1.0, + 1.0, + 1.0, + 0.9818238615989685, + 0.9955205321311951, + 1.0, + 1.0, + 0.9621527791023254, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830369353294373, + 0.9970718026161194, + 0.9768198132514954, + 1.0, + 0.977942705154419, + 1.0, + 0.9966139793395996, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875560402870178, + 0.9991117119789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796233177185059, + 0.9863699078559875, + 0.9898163676261902, + 0.9884137511253357, + 1.0, + 0.9851380586624146, + 0.9804425835609436, + 1.0, + 0.9782108664512634, + 0.978653609752655, + 1.0, + 0.991610586643219, + 1.0, + 1.0, + 0.9811030626296997, + 0.9996932148933411, + 1.0, + 1.0, + 1.0, + 0.9990332722663879, + 0.9666000604629517, + 0.994574785232544, + 1.0, + 1.0, + 0.9996545314788818, + 1.0, + 1.0, + 0.9969876408576965, + 1.0, + 0.9862871766090393, + 0.9938206672668457, + 0.9870981574058533, + 0.9905200004577637, + 1.0, + 1.0, + 0.9845045208930969, + 1.0, + 1.0, + 0.9899858236312866, + 1.0, + 1.0, + 0.9810640811920166, + 0.9898262619972229, + 0.9759854078292847, + 1.0, + 0.9957378506660461, + 1.0, + 0.9957088828086853, + 1.0, + 0.990035355091095, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945299625396729, + 0.9697041511535645, + 0.985344648361206, + 0.9655236601829529, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889741539955139, + 0.9813681840896606, + 1.0, + 0.9924649596214294, + 0.991424024105072, + 0.9831648468971252, + 1.0, + 1.0, + 1.0, + 0.9881271123886108, + 1.0, + 1.0, + 1.0, + 0.9833260774612427, + 0.9958128333091736, + 0.9864909052848816, + 0.9784159064292908, + 1.0, + 1.0, + 1.0, + 0.9791648983955383, + 0.9977400302886963, + 0.9636123776435852, + 1.0, + 1.0, + 1.0, + 0.9808650016784668, + 0.9981448650360107, + 0.9725852012634277, + 1.0, + 0.9820241928100586, + 1.0, + 0.9739020466804504, + 0.9872525930404663, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880755543708801, + 1.0, + 0.994934618473053, + 0.9934713244438171, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878841638565063, + 1.0, + 0.9881783723831177, + 1.0, + 0.987891674041748, + 1.0, + 0.9984888434410095, + 1.0, + 1.0, + 0.9926740527153015, + 0.9762579202651978, + 0.9731606245040894, + 1.0, + 0.9911390542984009, + 1.0, + 1.0, + 0.9840639233589172, + 0.9951387643814087, + 0.9953210949897766, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875355958938599, + 0.9934684038162231, + 1.0, + 0.9834593534469604, + 1.0, + 1.0, + 1.0, + 0.9829909205436707, + 0.9924118518829346, + 1.0, + 1.0, + 0.9945122003555298, + 1.0, + 0.9724270105361938, + 1.0, + 0.9806798696517944, + 1.0, + 0.9979135394096375, + 1.0, + 1.0, + 0.9869268536567688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979261159896851, + 0.9948043823242188, + 1.0, + 0.9918491840362549, + 0.988788902759552, + 0.9850916266441345, + 1.0, + 0.9871127605438232, + 1.0, + 0.9770998358726501, + 1.0, + 0.9870249629020691, + 1.0, + 0.9955280423164368, + 1.0, + 1.0, + 1.0, + 0.9873611927032471, + 0.9835173487663269, + 0.9940628409385681, + 0.9931446313858032, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993601381778717, + 0.9814745783805847, + 1.0, + 0.9957283139228821, + 1.0, + 0.9797641634941101, + 1.0, + 0.9925957918167114, + 0.9997984766960144, + 0.9842137694358826, + 1.0, + 1.0, + 0.9698600172996521, + 0.9992950558662415, + 0.9888304471969604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9753300547599792, + 0.9921258091926575, + 0.9952037334442139, + 1.0, + 0.9931399822235107, + 0.9715179800987244, + 1.0, + 1.0, + 0.9923344254493713, + 0.9893962144851685, + 0.9899452924728394, + 0.9991269111633301, + 1.0, + 0.99033522605896, + 1.0, + 0.9983346462249756, + 1.0, + 0.996239960193634, + 0.9991421699523926, + 0.9859771728515625, + 0.9979391694068909, + 0.9990692138671875, + 0.9940029978752136, + 1.0, + 1.0, + 1.0, + 0.9965505599975586, + 0.9889690279960632, + 1.0, + 0.9929159879684448, + 0.9978681802749634, + 0.9929357171058655, + 0.9894714951515198, + 1.0, + 1.0, + 0.9831765294075012, + 0.9944025874137878, + 1.0, + 0.9922138452529907, + 1.0, + 1.0, + 0.9966464638710022, + 0.9920337796211243, + 0.992462694644928, + 0.9964364767074585, + 1.0, + 1.0, + 1.0, + 0.9904058575630188, + 0.9874805808067322, + 1.0, + 1.0, + 0.995576024055481, + 1.0, + 1.0, + 1.0, + 0.9984564185142517, + 0.9667754173278809, + 1.0, + 0.9885067343711853, + 1.0, + 0.9781437516212463, + 0.9927054643630981, + 1.0, + 1.0, + 1.0, + 0.9911323189735413, + 0.9859728217124939, + 1.0, + 0.9971633553504944, + 1.0, + 1.0, + 1.0, + 0.9675450325012207, + 0.9885934591293335, + 0.9988889694213867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794431924819946, + 0.9933244585990906, + 0.991200864315033, + 0.9904906749725342, + 1.0, + 1.0, + 0.989574670791626, + 1.0, + 0.9935624003410339, + 1.0, + 0.9951896071434021, + 1.0, + 0.994596004486084, + 1.0, + 0.9969446659088135, + 0.986266016960144, + 0.9741347432136536, + 0.9984051585197449, + 0.9944680333137512, + 1.0, + 1.0, + 0.9975679516792297, + 1.0, + 0.989385187625885, + 0.9903731346130371, + 1.0, + 1.0, + 0.9901339411735535, + 1.0, + 1.0, + 0.9991449117660522, + 0.9970331192016602, + 1.0, + 0.9901905059814453, + 0.9777893424034119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972078800201416, + 1.0, + 0.9965534806251526, + 1.0, + 1.0, + 1.0, + 0.9673614501953125, + 1.0, + 1.0, + 1.0, + 0.9931293725967407, + 0.9923641681671143, + 0.9956899285316467, + 0.9840213656425476, + 1.0, + 1.0, + 1.0, + 0.9983295202255249, + 1.0, + 0.9969238042831421, + 0.9935145378112793, + 1.0, + 0.9807621240615845, + 1.0, + 0.9944583773612976, + 0.9991625547409058, + 0.9850600361824036, + 1.0, + 1.0, + 0.9913846254348755, + 1.0, + 0.9990723729133606, + 0.9853988289833069, + 1.0, + 0.9963487982749939, + 1.0, + 1.0, + 0.9908057451248169, + 1.0, + 0.9957269430160522, + 0.982524037361145, + 1.0, + 1.0, + 1.0, + 0.9851927757263184, + 0.9957543015480042, + 1.0, + 0.9977660775184631, + 1.0, + 0.9973132610321045, + 0.9947232604026794, + 0.9879665970802307, + 1.0, + 0.9999160170555115, + 0.9943684339523315, + 1.0, + 0.990260660648346, + 1.0, + 0.9920979738235474, + 1.0, + 0.9902096390724182, + 0.9964852929115295, + 1.0, + 1.0, + 0.9747677445411682, + 0.9842737317085266, + 1.0, + 1.0, + 0.9989137649536133, + 0.983911395072937, + 0.9922067523002625, + 0.9843767285346985, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995048463344574, + 1.0, + 0.9942376017570496, + 0.9884085655212402, + 1.0, + 0.9894328117370605, + 0.9954553246498108, + 1.0, + 0.9871628284454346, + 0.9883391261100769, + 0.9972817897796631, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918341040611267, + 0.9859983325004578, + 0.9910253882408142, + 0.998767614364624, + 0.9985940456390381, + 0.9913797974586487, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922103881835938, + 0.9937872290611267, + 1.0, + 0.9970318675041199, + 0.9998866319656372, + 0.9927978515625, + 0.9917173385620117, + 0.9910721778869629, + 1.0, + 1.0, + 0.9930815696716309, + 0.9891344904899597, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878323078155518, + 0.9916458129882812, + 0.9859972596168518, + 0.9999416470527649, + 0.9886264204978943, + 1.0, + 1.0, + 1.0, + 0.9932411313056946, + 0.9870139956474304, + 0.9862112402915955, + 1.0, + 0.9849053621292114, + 1.0, + 1.0, + 0.9765172600746155, + 0.9854851365089417, + 1.0, + 1.0, + 1.0, + 0.9926267266273499, + 0.9746825098991394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872660636901855, + 0.9735586643218994, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872420430183411, + 1.0, + 0.9886762499809265, + 1.0, + 1.0, + 1.0, + 0.9921619296073914, + 0.9840573072433472, + 1.0, + 1.0, + 0.9862410426139832, + 1.0, + 1.0, + 0.9937088489532471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852802157402039, + 0.9907825589179993, + 0.9932572245597839, + 0.9975079894065857, + 1.0, + 1.0, + 1.0, + 0.9923036098480225, + 0.9783874154090881, + 0.976725161075592, + 0.9964184165000916, + 1.0, + 1.0, + 1.0, + 0.9876134991645813, + 1.0, + 0.9718294143676758, + 1.0, + 0.9829234480857849, + 1.0, + 0.9961572885513306, + 1.0, + 0.9955775141716003, + 1.0, + 0.9989989995956421, + 0.9958487153053284, + 1.0, + 1.0, + 0.9892930388450623, + 0.9940189719200134, + 1.0, + 0.9884622097015381, + 1.0, + 1.0, + 1.0, + 0.9937020540237427, + 0.9950264096260071, + 0.9918596744537354, + 0.9995105266571045, + 0.9788239598274231, + 0.9969976544380188, + 1.0, + 1.0, + 0.9815378785133362, + 0.9940204620361328, + 1.0, + 0.99193274974823, + 1.0, + 0.9966368079185486, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859439134597778, + 1.0, + 0.9984217882156372, + 0.980312705039978, + 1.0, + 1.0, + 1.0, + 0.9972708225250244, + 0.9827734231948853, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992862939834595, + 1.0, + 0.9953702688217163, + 1.0, + 0.9754162430763245, + 1.0, + 1.0, + 0.9939579367637634, + 0.9847040772438049, + 0.9905248880386353, + 0.9974780678749084, + 1.0, + 0.9973201155662537, + 1.0, + 0.9918573498725891, + 1.0, + 0.9905664920806885, + 1.0, + 0.989223837852478, + 1.0, + 1.0, + 0.9959639310836792, + 0.9797951579093933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941806197166443, + 0.9970590472221375, + 1.0, + 1.0, + 0.9890927672386169, + 0.9981526136398315, + 0.9899488091468811, + 1.0, + 1.0, + 1.0, + 0.9833958148956299, + 0.9944005608558655, + 1.0, + 1.0, + 0.9974812865257263, + 0.9886512160301208, + 0.9820926785469055, + 1.0, + 1.0, + 1.0, + 0.9967722296714783, + 0.9917054176330566, + 1.0, + 1.0, + 0.9838682413101196, + 1.0, + 0.9898556470870972, + 1.0, + 0.9913272261619568, + 0.9917763471603394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9867385029792786, + 1.0, + 0.995993971824646, + 1.0, + 0.9894088506698608, + 1.0, + 1.0, + 0.9893826842308044, + 0.9987224340438843, + 0.9935187697410583, + 1.0, + 1.0, + 0.9833705425262451, + 0.9901168346405029, + 1.0, + 0.9842883944511414, + 0.9859223961830139, + 0.9925276637077332, + 1.0, + 1.0, + 1.0, + 0.9881694912910461, + 0.9939135313034058, + 0.9984400272369385, + 0.9990742802619934, + 0.9957431554794312, + 1.0, + 1.0, + 0.9924692511558533, + 0.9940983653068542, + 0.992542564868927, + 1.0, + 1.0, + 0.9796829223632812, + 1.0, + 1.0, + 1.0, + 0.9884759783744812, + 0.9897809624671936, + 1.0, + 1.0, + 1.0, + 0.9905216693878174, + 1.0, + 1.0, + 0.9859493374824524, + 1.0, + 0.9958311915397644, + 1.0, + 1.0, + 1.0, + 0.9920886158943176, + 0.9960127472877502, + 1.0, + 0.9920402765274048, + 0.9988537430763245, + 1.0, + 0.9868229031562805, + 0.998751699924469, + 1.0, + 1.0, + 1.0, + 0.9977629780769348, + 0.9887032508850098, + 1.0, + 0.9973304271697998, + 1.0, + 0.9884787201881409, + 0.9974259734153748, + 0.999768078327179, + 0.9974476099014282, + 0.994620680809021, + 0.9957902431488037, + 1.0, + 0.9948123693466187, + 1.0, + 1.0, + 0.9994530081748962, + 1.0, + 1.0, + 0.9951483607292175, + 0.980185329914093, + 1.0, + 1.0, + 0.9967411160469055, + 1.0, + 0.9950771927833557, + 0.9847578406333923, + 0.9875130653381348, + 1.0, + 1.0, + 0.9977501630783081, + 0.9935776591300964, + 0.9937659502029419, + 1.0, + 1.0, + 0.9970394968986511, + 1.0, + 0.983013927936554, + 0.9989936947822571, + 0.9968629479408264, + 1.0, + 1.0, + 0.9985859394073486, + 0.9934861063957214, + 1.0, + 0.9772925972938538, + 0.9853695034980774, + 0.9842702746391296, + 1.0, + 1.0, + 0.9980819821357727, + 0.9867736101150513, + 1.0, + 0.9928440451622009, + 0.9998558759689331, + 0.9983565211296082, + 0.9818910956382751, + 1.0, + 1.0, + 1.0, + 0.9947533011436462, + 1.0, + 0.9911968111991882, + 1.0, + 1.0, + 0.9938482642173767, + 0.9944632053375244, + 0.9960883259773254, + 1.0, + 0.9894922375679016, + 1.0, + 1.0, + 0.9900875091552734, + 1.0, + 1.0, + 0.9972323775291443, + 0.9749656915664673, + 1.0, + 1.0, + 1.0, + 0.9953739047050476, + 0.9902142286300659, + 0.9994461536407471, + 0.9960622787475586, + 1.0, + 1.0, + 1.0, + 0.9768116474151611, + 1.0, + 0.9898306131362915, + 1.0, + 0.9916875958442688, + 1.0, + 0.9978730082511902, + 0.9983064532279968, + 1.0, + 1.0, + 0.9935840964317322, + 0.9858798384666443, + 0.9908302426338196, + 1.0, + 1.0, + 0.9951109886169434, + 0.9819374680519104, + 1.0, + 1.0, + 1.0, + 0.9876879453659058, + 1.0, + 0.9890788197517395, + 1.0, + 1.0, + 0.9924138188362122, + 0.9968269467353821, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..9191c9a50dd8ca265734d65e957abb8edeb8f6b2 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 3967.25, + "strength": 2957.534423828125, + "max_strength": 3437.400146484375, + "final_strength": 3211.033203125, + "sample_efficiency": 2.829513050528476e-07, + "training_efficiency": 1.8139935491490178e-05, + "stability": 0.9949826598167419, + "consistency": 0.8515690565109253 + }, + "local": { + "mean_returns": [ + [ + 756.25, + 614.0425415039062, + 585.4545288085938, + 566.9473876953125, + 533.0, + 528.2000122070312, + 528.2000122070312, + 533.0, + 528.0, + 534.0, + 549.4000244140625, + 550.4000244140625, + 554.0, + 551.7999877929688, + 533.4000244140625, + 529.4000244140625, + 527.0, + 527.5999755859375, + 532.0, + 536.2000122070312, + 555.0, + 571.2000122070312, + 581.4000244140625, + 594.2000122070312, + 585.4000244140625, + 563.7999877929688, + 552.7999877929688, + 554.7999877929688, + 547.4000244140625, + 551.2000122070312, + 551.5999755859375, + 533.7999877929688, + 543.0, + 540.5999755859375, + 534.5999755859375, + 546.2000122070312, + 543.5999755859375, + 534.0, + 535.7999877929688, + 528.4000244140625, + 529.4000244140625, + 538.2000122070312, + 543.0, + 548.0, + 549.0, + 549.7999877929688, + 554.7999877929688, + 550.7999877929688, + 553.4000244140625, + 544.7999877929688, + 541.4000244140625, + 542.5999755859375, + 545.7999877929688, + 565.2000122070312, + 577.7999877929688, + 590.4000244140625, + 617.2000122070312, + 609.5999755859375, + 614.0, + 632.0, + 595.7999877929688, + 593.2000122070312, + 565.7999877929688, + 557.5999755859375, + 569.5999755859375, + 587.7999877929688, + 607.0, + 606.0, + 637.5999755859375, + 663.4000244140625, + 725.0, + 843.4000244140625, + 924.7999877929688, + 1102.800048828125, + 1299.800048828125, + 1490.800048828125, + 1664.199951171875, + 1734.0, + 1797.199951171875, + 1784.800048828125, + 1811.800048828125, + 1781.4000244140625, + 1872.4000244140625, + 2118.199951171875, + 2367.699951171875, + 2608.89990234375, + 2706.300048828125, + 2756.10009765625, + 2689.0, + 2713.0, + 2723.800048828125, + 2722.800048828125, + 2837.0, + 2904.5, + 2843.10009765625, + 2806.699951171875, + 2821.89990234375, + 2808.0, + 2883.60009765625, + 3071.60009765625, + 3082.60009765625, + 3021.10009765625, + 3032.39990234375, + 2929.89990234375, + 2903.5, + 2969.800048828125, + 2960.699951171875, + 3026.699951171875, + 3141.10009765625, + 3181.39990234375, + 3200.800048828125, + 3101.0, + 2981.199951171875, + 2899.89990234375, + 2881.699951171875, + 3032.10009765625, + 3012.5, + 2997.300048828125, + 3039.800048828125, + 2969.800048828125, + 3073.300048828125, + 3143.800048828125, + 3172.39990234375, + 3288.0, + 3235.10009765625, + 3280.699951171875, + 3185.89990234375, + 3147.10009765625, + 3130.39990234375, + 3074.89990234375, + 3152.699951171875, + 3118.39990234375, + 3159.89990234375, + 3190.60009765625, + 3127.60009765625, + 3148.0, + 3125.5, + 3007.699951171875, + 3057.89990234375, + 3121.699951171875, + 3092.89990234375, + 3195.39990234375, + 3191.800048828125, + 3269.60009765625, + 3269.800048828125, + 3215.800048828125, + 3171.5, + 3204.10009765625, + 3334.300048828125, + 3392.39990234375, + 3422.60009765625, + 3352.60009765625, + 3305.800048828125, + 3264.60009765625, + 3236.39990234375, + 3306.60009765625, + 3229.199951171875, + 3296.39990234375, + 3320.39990234375, + 3250.60009765625, + 3378.199951171875, + 3378.300048828125, + 3321.60009765625, + 3376.699951171875, + 3375.800048828125, + 3351.300048828125, + 3353.5, + 3288.89990234375, + 3244.10009765625, + 3339.89990234375, + 3401.300048828125, + 3406.699951171875, + 3385.800048828125, + 3382.39990234375, + 3348.5, + 3380.699951171875, + 3429.10009765625, + 3307.39990234375, + 3347.699951171875, + 3263.300048828125, + 3338.300048828125, + 3300.5, + 3299.39990234375, + 3238.300048828125, + 3259.699951171875, + 3362.60009765625, + 3318.300048828125, + 3410.39990234375, + 3386.800048828125, + 3331.60009765625, + 3301.89990234375, + 3294.10009765625, + 3314.39990234375, + 3359.5, + 3371.5, + 3419.10009765625, + 3418.699951171875, + 3442.10009765625, + 3514.800048828125, + 3547.199951171875, + 3533.199951171875, + 3498.300048828125, + 3504.0, + 3516.89990234375, + 3528.39990234375, + 3593.60009765625, + 3558.5, + 3558.60009765625, + 3516.89990234375, + 3585.60009765625, + 3625.199951171875, + 3665.800048828125, + 3593.5, + 3592.60009765625, + 3610.5, + 3607.39990234375, + 3590.800048828125, + 3551.89990234375, + 3588.89990234375, + 3549.39990234375, + 3550.300048828125, + 3572.699951171875, + 3615.60009765625, + 3646.800048828125, + 3653.10009765625, + 3605.10009765625, + 3675.39990234375, + 3733.60009765625, + 3711.800048828125, + 3674.0, + 3595.300048828125, + 3622.89990234375, + 3679.89990234375, + 3750.699951171875, + 3708.89990234375, + 3696.199951171875, + 3638.699951171875, + 3577.60009765625, + 3586.0, + 3613.699951171875, + 3653.60009765625, + 3633.5, + 3720.300048828125, + 3714.39990234375, + 3781.699951171875, + 3746.800048828125, + 3688.800048828125, + 3722.0, + 3704.60009765625, + 3676.5, + 3663.300048828125, + 3679.300048828125, + 3673.699951171875, + 3705.39990234375, + 3694.800048828125, + 3687.699951171875, + 3744.699951171875, + 3861.39990234375, + 3879.89990234375, + 3883.300048828125, + 3743.60009765625, + 3780.699951171875, + 3719.800048828125, + 3719.199951171875, + 3658.199951171875, + 3681.10009765625, + 3691.89990234375, + 3771.699951171875, + 3783.699951171875, + 3751.60009765625, + 3767.89990234375, + 3726.199951171875, + 3807.39990234375, + 3843.60009765625, + 3882.199951171875, + 3862.300048828125, + 3797.10009765625, + 3696.5, + 3742.10009765625, + 3764.5, + 3789.800048828125, + 3796.10009765625, + 3808.39990234375, + 3807.5, + 3747.0, + 3743.10009765625, + 3777.5, + 3831.5, + 3827.800048828125, + 3853.39990234375, + 3866.800048828125, + 3915.89990234375, + 3859.300048828125, + 3777.300048828125, + 3693.699951171875, + 3656.10009765625, + 3695.39990234375, + 3708.300048828125, + 3795.5, + 3815.10009765625, + 3871.800048828125, + 3830.199951171875, + 3839.5, + 3836.0, + 3867.199951171875, + 3858.300048828125, + 3828.89990234375, + 3822.699951171875, + 3893.89990234375, + 3864.699951171875, + 3810.39990234375, + 3708.0, + 3720.89990234375, + 3764.699951171875, + 3915.699951171875, + 3919.5, + 3903.10009765625, + 3849.0, + 3862.699951171875, + 3889.800048828125, + 3832.89990234375, + 3876.300048828125, + 3900.699951171875, + 3910.0, + 3879.89990234375, + 3830.699951171875, + 3818.10009765625, + 3803.0, + 3803.800048828125, + 3794.300048828125, + 3769.39990234375, + 3740.0, + 3730.0, + 3797.800048828125, + 3816.800048828125, + 3868.699951171875, + 3877.0, + 3882.89990234375, + 3766.10009765625, + 3794.60009765625, + 3729.60009765625, + 3774.0, + 3811.89990234375, + 3861.39990234375, + 3851.39990234375, + 3794.699951171875, + 3781.60009765625, + 3807.300048828125, + 3920.699951171875, + 3944.199951171875, + 3999.699951171875, + 3895.699951171875, + 3948.10009765625, + 3845.5, + 3837.5, + 3894.0, + 3867.699951171875, + 3857.60009765625, + 3791.60009765625, + 3814.199951171875, + 3835.5, + 3889.199951171875, + 3921.199951171875, + 3911.300048828125, + 3827.800048828125, + 3854.60009765625, + 3863.39990234375, + 3898.10009765625, + 3906.199951171875, + 3907.199951171875, + 3956.10009765625, + 3925.39990234375, + 3895.199951171875, + 3951.89990234375, + 3930.39990234375, + 4001.199951171875, + 3995.699951171875, + 3991.0, + 3932.60009765625, + 3930.39990234375, + 3936.699951171875, + 3966.199951171875, + 3985.800048828125, + 3970.199951171875, + 3953.10009765625, + 3900.199951171875, + 3883.699951171875, + 3904.199951171875, + 3972.60009765625, + 3966.800048828125, + 4000.89990234375, + 3985.60009765625, + 4015.39990234375, + 4017.300048828125, + 3956.199951171875, + 3894.0, + 3833.39990234375, + 3909.10009765625, + 3921.800048828125, + 3983.5, + 3930.89990234375, + 3869.300048828125, + 3927.300048828125, + 3961.89990234375, + 3956.0, + 3927.199951171875, + 3908.0, + 3956.10009765625, + 3963.5, + 4017.300048828125, + 3997.699951171875, + 3945.199951171875, + 3907.89990234375, + 3902.10009765625, + 3936.10009765625, + 3899.39990234375, + 3928.39990234375, + 3893.60009765625, + 3949.10009765625, + 3947.39990234375, + 3970.10009765625, + 3983.39990234375, + 3915.89990234375, + 3936.5, + 3923.5, + 3878.5, + 3829.0, + 3818.0, + 3905.699951171875, + 3877.699951171875, + 3915.199951171875, + 3976.89990234375, + 4032.0, + 3916.39990234375, + 3922.699951171875, + 3949.89990234375, + 3921.89990234375, + 3918.60009765625, + 3875.10009765625, + 3863.199951171875, + 3871.699951171875, + 3920.60009765625, + 3957.89990234375, + 3986.39990234375, + 3990.199951171875, + 3918.300048828125, + 3877.199951171875, + 3852.89990234375, + 3802.5, + 3766.39990234375, + 3851.89990234375, + 3845.39990234375, + 3871.60009765625, + 3797.5, + 3822.10009765625, + 3904.39990234375, + 3899.0, + 3872.89990234375, + 3873.89990234375, + 3850.5, + 3799.60009765625, + 3817.699951171875, + 3803.10009765625, + 3829.89990234375, + 3861.199951171875, + 3935.199951171875, + 3992.5, + 3973.39990234375, + 3979.60009765625, + 3950.199951171875, + 3954.0, + 3959.39990234375, + 3957.0, + 4060.800048828125, + 4058.199951171875, + 4048.60009765625, + 4003.0, + 4030.0, + 4006.39990234375, + 4004.10009765625, + 4001.60009765625, + 4010.0, + 4008.10009765625, + 4031.300048828125, + 4014.800048828125, + 3950.5, + 3941.5, + 4024.300048828125, + 4000.300048828125, + 3967.300048828125, + 3955.0, + 3984.0, + 3935.699951171875, + 3939.199951171875, + 3910.0, + 3940.89990234375, + 3956.699951171875, + 3901.39990234375, + 3930.5, + 3930.699951171875, + 3990.199951171875, + 3986.699951171875, + 3959.699951171875, + 4026.89990234375, + 4000.0, + 4051.300048828125, + 4058.5, + 4094.5, + 3976.5, + 3953.699951171875, + 3899.699951171875, + 3943.0, + 3946.199951171875, + 4005.39990234375, + 3968.39990234375, + 3986.5, + 4037.10009765625, + 4092.800048828125, + 4033.300048828125, + 3978.699951171875, + 3946.699951171875, + 3935.699951171875, + 3918.5, + 3987.39990234375, + 3940.5, + 4019.5, + 3977.5, + 4021.5, + 3906.0, + 3864.5, + 3890.10009765625, + 3917.699951171875, + 3927.89990234375, + 3861.300048828125, + 3927.39990234375, + 3984.0, + 3965.0, + 3931.0, + 3924.5, + 3975.199951171875, + 3965.199951171875, + 4008.699951171875, + 3916.199951171875, + 3877.800048828125, + 3880.60009765625, + 3924.10009765625, + 3984.5, + 3939.5, + 3990.0, + 3950.0, + 3984.5, + 3957.5, + 4014.0, + 3952.0, + 3927.699951171875, + 3848.699951171875, + 3899.699951171875, + 3863.10009765625, + 3905.39990234375, + 3882.0, + 3915.89990234375, + 3937.10009765625, + 3889.699951171875, + 3919.699951171875, + 3952.10009765625, + 3981.60009765625, + 3933.0, + 3966.5, + 3979.5, + 3968.5, + 4028.0, + 3985.0, + 3985.39990234375, + 3937.10009765625, + 3972.89990234375, + 3951.39990234375, + 3914.699951171875, + 3968.199951171875, + 4002.39990234375, + 4054.89990234375, + 4002.39990234375, + 3957.300048828125, + 3951.60009765625, + 3866.60009765625, + 3883.0, + 3993.0, + 4009.5, + 3934.5, + 3877.699951171875, + 3873.699951171875, + 3916.199951171875, + 3945.699951171875, + 3919.199951171875, + 3921.199951171875, + 3953.10009765625, + 3938.10009765625, + 3896.0, + 3891.0, + 3868.5, + 3888.0, + 3871.5, + 3921.5, + 3909.699951171875, + 3878.89990234375, + 3857.699951171875, + 3887.300048828125, + 3878.800048828125, + 3935.0, + 3941.39990234375, + 3927.5, + 3939.5, + 3916.199951171875, + 3919.5, + 3918.300048828125, + 3991.60009765625, + 3971.800048828125, + 4018.199951171875, + 3917.199951171875, + 3897.0, + 3896.0, + 3900.0, + 3867.0, + 3879.5, + 3978.0, + 4023.0, + 4022.0, + 3940.199951171875, + 3929.699951171875, + 3935.89990234375, + 3962.199951171875, + 3949.0, + 3939.89990234375, + 3929.39990234375, + 3898.39990234375, + 3922.0, + 3907.5, + 3960.0, + 3950.5, + 3954.0, + 3893.5, + 3900.699951171875, + 3883.39990234375, + 3918.10009765625, + 3900.89990234375, + 3905.60009765625, + 3942.89990234375, + 3887.199951171875, + 3848.5, + 3785.0, + 3874.0, + 3942.0, + 3911.699951171875, + 3946.199951171875, + 3912.0, + 3861.39990234375, + 3922.60009765625, + 3948.10009765625, + 3929.5, + 3891.0, + 3899.0, + 3930.0, + 3944.5, + 3914.5, + 3901.699951171875, + 3922.699951171875, + 3980.699951171875, + 3951.5, + 3923.0, + 3917.699951171875, + 3886.199951171875, + 3856.89990234375, + 3866.199951171875, + 3869.699951171875, + 3920.5, + 3990.5, + 3975.0, + 3890.0, + 3842.5, + 3833.10009765625, + 3864.60009765625, + 3924.300048828125, + 3929.300048828125, + 3922.5, + 3978.5, + 3969.699951171875, + 3897.10009765625, + 3825.300048828125, + 3821.699951171875, + 3939.0, + 4020.0, + 3963.10009765625, + 3913.10009765625, + 3899.699951171875, + 3836.699951171875, + 3822.699951171875, + 3908.89990234375, + 3934.39990234375, + 3967.5, + 3961.0, + 3968.0, + 3969.0, + 3912.0, + 3914.300048828125, + 3995.800048828125, + 3914.300048828125, + 3863.0, + 3878.0, + 3893.0, + 3884.89990234375, + 3857.89990234375, + 3905.0, + 3904.5, + 3885.5, + 3904.699951171875, + 3945.89990234375, + 3938.199951171875, + 3913.39990234375, + 3934.199951171875, + 3888.0, + 3812.39990234375, + 3836.89990234375, + 3843.10009765625, + 3921.39990234375, + 3931.10009765625, + 3862.89990234375, + 3884.0, + 3940.5, + 3979.5, + 3925.5, + 3915.800048828125, + 3862.300048828125, + 3850.300048828125, + 3910.199951171875, + 3868.699951171875, + 3854.699951171875, + 3824.89990234375, + 3904.89990234375, + 3977.89990234375, + 4028.39990234375, + 3964.800048828125, + 3898.10009765625, + 3850.60009765625, + 3836.699951171875, + 3826.699951171875, + 3911.199951171875, + 3886.0, + 3873.0, + 3882.5, + 3943.0, + 3948.0, + 3928.5, + 3924.300048828125, + 3905.5, + 3932.0, + 3887.10009765625, + 3888.699951171875, + 3927.5, + 3988.0, + 3958.699951171875, + 3933.199951171875, + 3852.199951171875, + 3838.5, + 3848.0, + 3852.5, + 3857.5, + 3799.800048828125, + 3783.800048828125, + 3778.800048828125, + 3860.39990234375, + 3848.39990234375, + 3878.0, + 3845.0, + 3842.5, + 3857.60009765625, + 3884.60009765625, + 3942.0, + 3944.89990234375, + 3928.89990234375, + 3910.199951171875, + 3892.0, + 3789.699951171875, + 3739.199951171875, + 3792.39990234375, + 3844.39990234375, + 3813.89990234375, + 3812.300048828125, + 3855.10009765625, + 3899.0, + 3901.0, + 3888.699951171875, + 3816.199951171875, + 3758.39990234375, + 3792.699951171875, + 3851.5, + 3870.89990234375, + 3818.300048828125, + 3824.800048828125, + 3874.800048828125, + 3906.39990234375, + 3904.0, + 3884.199951171875, + 3900.699951171875, + 3860.39990234375, + 3846.89990234375, + 3844.5, + 3870.5, + 3883.800048828125, + 3876.699951171875, + 3884.0, + 3850.0, + 3874.0, + 3887.0, + 3897.5, + 3837.39990234375, + 3843.699951171875, + 3845.800048828125, + 3836.5, + 3854.199951171875, + 3844.89990234375, + 3855.699951171875, + 3868.0, + 3914.199951171875, + 3941.199951171875, + 3981.199951171875, + 3988.5, + 3986.5, + 3989.5, + 4001.5, + 3967.0, + 3946.0, + 3944.0, + 3974.5, + 3958.0, + 3946.5, + 3859.5, + 3865.0, + 3894.0, + 3902.5, + 3895.0, + 3923.5, + 3886.199951171875, + 3843.199951171875, + 3830.199951171875, + 3829.5, + 3837.5, + 3792.0, + 3844.0, + 3846.699951171875, + 3916.699951171875, + 3912.699951171875, + 3933.5, + 3915.0, + 3894.5, + 3895.0, + 3888.5, + 3848.699951171875, + 3877.699951171875, + 3910.199951171875, + 3929.89990234375, + 3838.39990234375, + 3870.0, + 3892.5, + 3867.0, + 3916.800048828125, + 3902.300048828125, + 3904.300048828125, + 3844.0, + 3845.5, + 3882.0, + 3869.60009765625, + 3892.10009765625, + 3936.10009765625, + 3935.699951171875, + 3940.199951171875, + 3927.699951171875, + 3866.0, + 3828.0, + 3862.0, + 3832.0, + 3841.10009765625, + 3836.10009765625, + 3822.0, + 3838.39990234375, + 3825.39990234375, + 3825.89990234375, + 3825.699951171875, + 3784.199951171875, + 3798.199951171875, + 3804.39990234375, + 3846.39990234375, + 3858.199951171875, + 3835.0, + 3829.5, + 3819.5, + 3770.300048828125, + 3782.300048828125, + 3847.10009765625, + 3872.60009765625, + 3857.0, + 3883.0, + 3908.5, + 3890.5, + 3895.0, + 3905.5, + 3923.0, + 3863.0, + 3913.199951171875, + 3919.199951171875, + 3910.699951171875, + 3900.5, + 3874.10009765625, + 3886.60009765625, + 3870.0, + 3851.0, + 3894.0, + 3893.5, + 3902.699951171875, + 3842.199951171875, + 3853.699951171875, + 3821.5, + 3932.5, + 3903.5, + 3862.0, + 3844.0, + 3933.5, + 3948.0, + 3952.0, + 3928.0, + 3964.5, + 3963.60009765625, + 3942.60009765625, + 3904.5, + 3891.699951171875, + 3954.699951171875, + 3943.5, + 3941.5, + 3897.0, + 3861.0, + 3851.0, + 3934.0, + 3929.5, + 3885.0, + 3908.5, + 3943.0, + 3966.0, + 3927.5, + 3864.5, + 3877.0, + 3844.699951171875, + 3841.199951171875, + 3836.699951171875, + 3809.0, + 3776.5, + 3756.0, + 3804.0, + 3900.5, + 3860.0, + 3798.0, + 3773.5, + 3759.5, + 3803.0, + 3821.5, + 3805.5, + 3801.0, + 3813.5, + 3812.5, + 3836.5, + 3775.5, + 3787.0, + 3811.0, + 3859.0, + 3859.0, + 3872.0, + 3867.0, + 3806.5, + 3806.0, + 3748.800048828125, + 3743.300048828125, + 3746.5, + 3775.5, + 3780.5, + 3760.5, + 3729.5, + 3779.5, + 3883.0, + 3880.0, + 3868.5, + 3890.0, + 3913.0, + 3828.0, + 3792.5, + 3800.0, + 3803.5, + 3850.0, + 3774.5, + 3783.0, + 3788.0, + 3818.0, + 3798.0, + 3749.0 + ], + [ + 820.0, + 802.5, + 831.2903442382812, + 795.9036254882812, + 759.0, + 766.2000122070312, + 779.0, + 794.4000244140625, + 814.2000122070312, + 806.0, + 774.5999755859375, + 770.5999755859375, + 742.5999755859375, + 704.2000122070312, + 673.4000244140625, + 642.2000122070312, + 654.7999877929688, + 678.0, + 693.7999877929688, + 687.0, + 744.2000122070312, + 780.4000244140625, + 819.5999755859375, + 815.2000122070312, + 801.4000244140625, + 791.7999877929688, + 795.4000244140625, + 834.0, + 865.4000244140625, + 899.7999877929688, + 899.4000244140625, + 924.7999877929688, + 1027.199951171875, + 1091.5999755859375, + 1188.800048828125, + 1243.4000244140625, + 1368.5999755859375, + 1488.0, + 1515.199951171875, + 1525.5999755859375, + 1526.800048828125, + 1576.5999755859375, + 1641.5999755859375, + 1896.0, + 1961.0, + 2156.60009765625, + 2230.60009765625, + 2280.199951171875, + 2420.800048828125, + 2452.800048828125, + 2622.0, + 2692.800048828125, + 2770.0, + 2833.800048828125, + 2832.60009765625, + 2940.0, + 2928.699951171875, + 2943.89990234375, + 2958.39990234375, + 2923.300048828125, + 2909.800048828125, + 2942.89990234375, + 2933.0, + 3040.89990234375, + 3081.10009765625, + 3115.199951171875, + 3155.199951171875, + 3131.300048828125, + 3114.199951171875, + 3124.60009765625, + 3050.699951171875, + 3042.5, + 3046.800048828125, + 3017.199951171875, + 3038.699951171875, + 3043.5, + 3054.89990234375, + 3040.699951171875, + 3024.699951171875, + 3040.60009765625, + 3099.89990234375, + 3038.10009765625, + 3069.5, + 3038.0, + 2978.89990234375, + 3098.300048828125, + 3140.5, + 3075.10009765625, + 3095.699951171875, + 3085.0, + 3095.0, + 3176.199951171875, + 3207.199951171875, + 3179.89990234375, + 3151.89990234375, + 3112.199951171875, + 3105.60009765625, + 3120.699951171875, + 3184.699951171875, + 3244.699951171875, + 3210.39990234375, + 3184.89990234375, + 3169.10009765625, + 3104.800048828125, + 3155.5, + 3153.199951171875, + 3169.10009765625, + 3222.10009765625, + 3226.199951171875, + 3325.699951171875, + 3385.89990234375, + 3355.39990234375, + 3420.10009765625, + 3370.0, + 3369.10009765625, + 3369.300048828125, + 3305.60009765625, + 3245.699951171875, + 3189.89990234375, + 3178.800048828125, + 3236.10009765625, + 3312.0, + 3295.10009765625, + 3262.39990234375, + 3175.39990234375, + 3140.10009765625, + 3182.39990234375, + 3204.60009765625, + 3300.5, + 3337.199951171875, + 3288.10009765625, + 3237.60009765625, + 3195.39990234375, + 3295.60009765625, + 3351.5, + 3326.10009765625, + 3334.0, + 3213.199951171875, + 3316.0, + 3300.300048828125, + 3314.10009765625, + 3325.60009765625, + 3246.89990234375, + 3301.5, + 3342.60009765625, + 3352.699951171875, + 3418.699951171875, + 3471.300048828125, + 3427.5, + 3391.199951171875, + 3408.10009765625, + 3361.199951171875, + 3360.39990234375, + 3391.800048828125, + 3322.60009765625, + 3284.39990234375, + 3227.10009765625, + 3222.89990234375, + 3264.0, + 3271.699951171875, + 3406.699951171875, + 3374.0, + 3391.10009765625, + 3400.300048828125, + 3379.699951171875, + 3351.300048828125, + 3336.300048828125, + 3355.60009765625, + 3389.5, + 3488.800048828125, + 3460.60009765625, + 3492.300048828125, + 3456.10009765625, + 3495.60009765625, + 3443.60009765625, + 3513.800048828125, + 3433.199951171875, + 3406.5, + 3456.800048828125, + 3475.60009765625, + 3531.89990234375, + 3460.39990234375, + 3446.5, + 3495.10009765625, + 3502.89990234375, + 3551.5, + 3507.699951171875, + 3382.199951171875, + 3352.39990234375, + 3388.0, + 3431.0, + 3543.699951171875, + 3652.699951171875, + 3677.39990234375, + 3586.89990234375, + 3578.10009765625, + 3602.5, + 3627.60009765625, + 3720.10009765625, + 3715.0, + 3765.800048828125, + 3708.5, + 3707.5, + 3679.300048828125, + 3665.699951171875, + 3666.89990234375, + 3645.800048828125, + 3725.60009765625, + 3741.60009765625, + 3765.10009765625, + 3688.800048828125, + 3718.10009765625, + 3708.0, + 3711.5, + 3658.39990234375, + 3619.0, + 3628.10009765625, + 3638.0, + 3647.39990234375, + 3679.699951171875, + 3723.89990234375, + 3782.5, + 3889.10009765625, + 3826.39990234375, + 3730.39990234375, + 3694.60009765625, + 3693.60009765625, + 3688.89990234375, + 3661.300048828125, + 3649.89990234375, + 3732.60009765625, + 3726.699951171875, + 3690.89990234375, + 3658.800048828125, + 3717.10009765625, + 3730.10009765625, + 3824.39990234375, + 3815.39990234375, + 3742.699951171875, + 3684.89990234375, + 3607.199951171875, + 3626.300048828125, + 3670.699951171875, + 3720.199951171875, + 3694.89990234375, + 3610.10009765625, + 3666.60009765625, + 3744.60009765625, + 3868.5, + 3869.39990234375, + 3829.699951171875, + 3775.39990234375, + 3734.60009765625, + 3766.300048828125, + 3723.10009765625, + 3740.199951171875, + 3756.89990234375, + 3733.89990234375, + 3781.5, + 3810.89990234375, + 3848.800048828125, + 3881.300048828125, + 3833.60009765625, + 3744.60009765625, + 3690.60009765625, + 3743.10009765625, + 3763.89990234375, + 3823.699951171875, + 3782.5, + 3812.60009765625, + 3829.699951171875, + 3886.39990234375, + 3890.39990234375, + 3884.39990234375, + 3803.800048828125, + 3725.5, + 3688.0, + 3755.89990234375, + 3738.0, + 3726.89990234375, + 3684.199951171875, + 3752.89990234375, + 3862.800048828125, + 3920.699951171875, + 3983.60009765625, + 3894.39990234375, + 3883.0, + 3730.60009765625, + 3725.0, + 3704.699951171875, + 3741.300048828125, + 3845.800048828125, + 3907.89990234375, + 3888.10009765625, + 3853.89990234375, + 3815.5, + 3884.60009765625, + 3919.800048828125, + 3959.10009765625, + 3889.199951171875, + 3834.89990234375, + 3819.89990234375, + 3790.199951171875, + 3807.5, + 3807.89990234375, + 3822.5, + 3789.0, + 3768.0, + 3729.800048828125, + 3728.39990234375, + 3767.699951171875, + 3837.60009765625, + 3850.800048828125, + 3830.60009765625, + 3791.300048828125, + 3760.39990234375, + 3742.5, + 3760.39990234375, + 3746.39990234375, + 3758.300048828125, + 3690.10009765625, + 3752.300048828125, + 3846.0, + 3876.300048828125, + 3871.0, + 3852.300048828125, + 3864.60009765625, + 3820.0, + 3806.800048828125, + 3773.39990234375, + 3854.300048828125, + 3845.5, + 3872.0, + 3824.199951171875, + 3759.699951171875, + 3641.300048828125, + 3680.0, + 3719.699951171875, + 3746.5, + 3712.89990234375, + 3669.300048828125, + 3686.199951171875, + 3699.39990234375, + 3783.699951171875, + 3886.89990234375, + 3874.300048828125, + 3841.699951171875, + 3794.699951171875, + 3800.60009765625, + 3785.800048828125, + 3791.10009765625, + 3775.0, + 3780.89990234375, + 3817.60009765625, + 3879.60009765625, + 3837.199951171875, + 3812.199951171875, + 3817.0, + 3875.0, + 3870.60009765625, + 3895.300048828125, + 3825.39990234375, + 3786.300048828125, + 3774.0, + 3818.5, + 3859.10009765625, + 3867.699951171875, + 3855.300048828125, + 3843.800048828125, + 3797.0, + 3848.60009765625, + 3764.699951171875, + 3787.0, + 3716.10009765625, + 3810.199951171875, + 3808.199951171875, + 3802.0, + 3817.5, + 3844.5, + 3810.89990234375, + 3795.699951171875, + 3764.300048828125, + 3825.699951171875, + 3893.39990234375, + 3878.89990234375, + 3817.5, + 3818.199951171875, + 3811.699951171875, + 3802.199951171875, + 3808.5, + 3798.5, + 3894.800048828125, + 3878.800048828125, + 3867.800048828125, + 3848.10009765625, + 3907.10009765625, + 3891.89990234375, + 3852.300048828125, + 3893.199951171875, + 3889.199951171875, + 3860.39990234375, + 3800.800048828125, + 3738.300048828125, + 3746.699951171875, + 3728.10009765625, + 3738.300048828125, + 3736.699951171875, + 3798.699951171875, + 3783.199951171875, + 3835.199951171875, + 3833.60009765625, + 3806.60009765625, + 3732.199951171875, + 3747.10009765625, + 3816.60009765625, + 3801.800048828125, + 3856.300048828125, + 3840.699951171875, + 3823.199951171875, + 3790.199951171875, + 3732.5, + 3749.5, + 3821.5, + 3871.0, + 3789.0, + 3761.699951171875, + 3733.199951171875, + 3801.10009765625, + 3851.10009765625, + 3915.60009765625, + 3860.300048828125, + 3789.10009765625, + 3813.10009765625, + 3809.699951171875, + 3731.39990234375, + 3682.199951171875, + 3715.800048828125, + 3759.39990234375, + 3848.39990234375, + 3807.89990234375, + 3797.0, + 3826.0, + 3815.5, + 3785.800048828125, + 3771.300048828125, + 3845.5, + 3866.5, + 3862.699951171875, + 3774.699951171875, + 3782.199951171875, + 3848.0, + 3847.5, + 3865.0, + 3855.300048828125, + 3825.699951171875, + 3744.39990234375, + 3783.10009765625, + 3822.199951171875, + 3821.0, + 3800.0, + 3776.5, + 3780.0, + 3775.0, + 3782.0, + 3804.0, + 3798.199951171875, + 3814.699951171875, + 3813.89990234375, + 3760.39990234375, + 3764.0, + 3819.5, + 3814.10009765625, + 3844.5, + 3883.60009765625, + 3933.199951171875, + 3923.199951171875, + 3878.199951171875, + 3860.5, + 3909.5, + 3922.5, + 3904.0, + 3879.5, + 3904.0, + 3863.5, + 3826.300048828125, + 3870.300048828125, + 3856.300048828125, + 3875.5, + 3850.699951171875, + 3838.300048828125, + 3869.300048828125, + 3896.10009765625, + 3899.0, + 3902.699951171875, + 3875.199951171875, + 3870.199951171875, + 3819.10009765625, + 3757.10009765625, + 3807.39990234375, + 3879.5, + 3871.0, + 3876.0, + 3868.0, + 3885.5, + 3870.5, + 3897.5, + 3921.5, + 3921.5, + 3932.199951171875, + 3933.0, + 3918.0, + 3914.300048828125, + 3865.0, + 3869.0, + 3813.0, + 3780.0, + 3800.5, + 3842.0, + 3886.60009765625, + 3852.300048828125, + 3861.0, + 3864.300048828125, + 3860.5, + 3850.699951171875, + 3851.699951171875, + 3870.5, + 3894.0, + 3895.0, + 3885.5, + 3903.0, + 3874.5, + 3812.0, + 3866.0, + 3864.5, + 3832.5, + 3832.5, + 3822.39990234375, + 3865.89990234375, + 3880.0, + 3860.5, + 3900.5, + 3915.5, + 3949.0, + 3951.0, + 3927.39990234375, + 3941.89990234375, + 3932.0, + 3909.5, + 3897.0, + 3904.5, + 3891.5, + 3897.0, + 3901.0, + 3899.800048828125, + 3922.300048828125, + 3893.300048828125, + 3888.699951171875, + 3893.199951171875, + 3913.699951171875, + 3893.0, + 3896.0, + 3909.0, + 3961.39990234375, + 3908.89990234375, + 3920.89990234375, + 3884.0, + 3897.0, + 3916.0, + 3888.800048828125, + 3900.39990234375, + 3880.39990234375, + 3865.300048828125, + 3895.5, + 3892.5, + 3916.199951171875, + 3917.699951171875, + 3925.199951171875, + 3900.39990234375, + 3860.699951171875, + 3834.300048828125, + 3856.300048828125, + 3893.5, + 3905.699951171875, + 3887.699951171875, + 3834.5, + 3863.5, + 3857.0, + 3870.5, + 3863.5, + 3876.0, + 3892.0, + 3897.0, + 3887.0, + 3893.0, + 3941.0, + 3961.0, + 3945.0, + 3882.0, + 3837.0, + 3865.0, + 3909.0, + 3895.10009765625, + 3885.60009765625, + 3872.0, + 3890.5, + 3887.60009765625, + 3874.800048828125, + 3893.199951171875, + 3879.199951171875, + 3858.5, + 3858.5, + 3834.0, + 3856.0, + 3890.0, + 3890.60009765625, + 3866.10009765625, + 3838.0, + 3855.0, + 3844.0, + 3847.5, + 3793.5, + 3792.0, + 3809.0, + 3862.0, + 3894.5, + 3870.5, + 3889.0, + 3906.0, + 3877.0, + 3862.5, + 3848.0, + 3862.0, + 3879.0, + 3879.0, + 3878.5, + 3887.0, + 3909.5, + 3895.5, + 3864.0, + 3874.5, + 3911.0, + 3934.5, + 3935.5, + 3898.0, + 3881.60009765625, + 3850.10009765625, + 3863.0, + 3893.0, + 3910.0, + 3915.800048828125, + 3913.300048828125, + 3939.5, + 3903.0, + 3857.0, + 3867.5, + 3915.0, + 3934.0, + 3861.0, + 3860.0, + 3846.0, + 3859.0, + 3866.0, + 3894.5, + 3870.5, + 3867.0, + 3876.5, + 3889.5, + 3918.0, + 3897.0, + 3901.0, + 3898.5, + 3912.0, + 3916.0, + 3916.5, + 3907.5, + 3876.5, + 3858.0, + 3894.5, + 3922.0, + 3870.5, + 3851.5, + 3840.0, + 3878.0, + 3856.0, + 3836.0, + 3856.0, + 3880.0, + 3916.5, + 3888.5, + 3918.5, + 3924.0, + 3938.0, + 3889.0, + 3862.0, + 3858.5, + 3861.0, + 3843.5, + 3848.5, + 3853.5, + 3871.5, + 3883.0, + 3855.5, + 3874.5, + 3875.5, + 3876.0, + 3857.5, + 3902.0, + 3908.0, + 3879.39990234375, + 3859.39990234375, + 3880.89990234375, + 3888.300048828125, + 3855.800048828125, + 3867.0, + 3875.0, + 3886.89990234375, + 3859.39990234375, + 3878.89990234375, + 3895.5, + 3878.5, + 3861.5, + 3839.5, + 3816.0, + 3848.5, + 3860.0, + 3823.5, + 3823.5, + 3863.0, + 3854.5, + 3849.0, + 3845.5, + 3836.5, + 3865.0, + 3868.0, + 3847.0, + 3840.0, + 3867.0, + 3892.0, + 3894.0, + 3871.0, + 3859.5, + 3833.5, + 3820.5, + 3869.5, + 3845.0, + 3866.5, + 3883.0, + 3870.5, + 3863.0, + 3872.5, + 3845.5, + 3862.0, + 3889.0, + 3854.0, + 3836.0, + 3859.39990234375, + 3863.89990234375, + 3872.0, + 3879.5, + 3880.0, + 3885.0, + 3856.699951171875, + 3879.199951171875, + 3855.0, + 3860.0, + 3852.5, + 3843.0, + 3868.0, + 3871.5, + 3885.5, + 3878.0, + 3879.5, + 3881.5, + 3898.5, + 3901.5, + 3925.0, + 3910.0, + 3871.89990234375, + 3863.39990234375, + 3884.5, + 3882.5, + 3870.0, + 3894.0, + 3883.0, + 3869.0, + 3868.5, + 3905.5, + 3882.5, + 3838.5, + 3845.0, + 3818.5, + 3822.5, + 3852.5, + 3872.0, + 3868.0, + 3874.0, + 3886.5, + 3868.89990234375, + 3844.89990234375, + 3863.5, + 3872.0, + 3864.5, + 3858.5, + 3885.0, + 3893.0, + 3884.5, + 3860.5, + 3861.5, + 3849.0, + 3864.0, + 3866.0, + 3873.0, + 3873.0, + 3860.0, + 3871.5, + 3872.5, + 3883.0, + 3910.0, + 3911.5, + 3897.0, + 3900.0, + 3891.0, + 3901.0, + 3882.5, + 3871.0, + 3865.5, + 3885.0, + 3880.0, + 3881.5, + 3887.0, + 3860.5, + 3856.0, + 3847.5, + 3856.5, + 3854.39990234375, + 3834.699951171875, + 3853.300048828125, + 3855.0, + 3852.5, + 3847.0, + 3872.5, + 3854.10009765625, + 3862.60009765625, + 3841.5, + 3853.0, + 3894.0, + 3877.0, + 3866.5, + 3846.5, + 3851.5, + 3856.0, + 3873.5, + 3865.5, + 3866.5, + 3847.5, + 3854.0, + 3875.5, + 3835.0, + 3840.0, + 3860.0, + 3854.0, + 3867.5, + 3878.0, + 3858.5, + 3850.5, + 3840.5, + 3836.5, + 3878.39990234375, + 3892.89990234375, + 3881.0, + 3884.5, + 3872.0, + 3839.5, + 3853.0, + 3835.5, + 3867.5, + 3882.0, + 3878.0, + 3861.5, + 3843.0, + 3834.5, + 3857.5, + 3869.0, + 3848.0, + 3850.5, + 3855.5, + 3872.5, + 3850.0, + 3840.5, + 3844.5, + 3825.5, + 3826.5, + 3844.0, + 3858.5, + 3858.0, + 3877.5, + 3878.5, + 3857.0, + 3867.5, + 3857.0, + 3849.0, + 3840.0, + 3868.0, + 3834.0, + 3853.0, + 3882.5, + 3859.0, + 3863.5, + 3880.5, + 3850.5, + 3849.0, + 3833.5, + 3841.5, + 3865.5, + 3852.5, + 3859.5, + 3841.5, + 3849.5, + 3854.5, + 3843.0, + 3836.0, + 3850.5, + 3851.0, + 3872.0, + 3871.0, + 3859.5, + 3870.0, + 3867.0, + 3854.0, + 3841.5, + 3848.0, + 3853.5, + 3860.5, + 3858.0, + 3864.5, + 3863.0, + 3864.5, + 3858.0, + 3887.5, + 3881.0, + 3866.5, + 3859.0, + 3861.5, + 3868.0, + 3854.0, + 3869.0, + 3842.0, + 3845.0, + 3850.5, + 3847.0, + 3842.5, + 3829.0, + 3847.0, + 3860.0, + 3861.0, + 3832.0, + 3858.0, + 3861.0, + 3895.5, + 3896.0, + 3894.0, + 3877.0, + 3870.0, + 3855.5, + 3868.5, + 3863.5, + 3845.0, + 3830.0, + 3855.5, + 3860.5, + 3849.0, + 3844.5, + 3840.5, + 3842.0, + 3863.0, + 3855.0, + 3843.0, + 3855.0, + 3869.5, + 3873.5, + 3857.5, + 3852.5, + 3852.0, + 3857.5, + 3874.5, + 3872.0, + 3837.0, + 3850.5, + 3877.5, + 3861.5, + 3843.5, + 3861.0, + 3876.5, + 3875.0, + 3883.0, + 3882.5, + 3846.0, + 3857.5, + 3834.5, + 3836.5 + ], + [ + 720.0, + 718.6956787109375, + 701.25, + 685.7446899414062, + 723.2000122070312, + 733.5999755859375, + 772.2000122070312, + 800.0, + 801.7999877929688, + 754.0, + 753.0, + 754.0, + 747.7999877929688, + 766.0, + 701.7999877929688, + 702.2000122070312, + 679.0, + 684.2000122070312, + 679.5999755859375, + 677.2000122070312, + 681.5999755859375, + 721.2000122070312, + 822.5999755859375, + 882.0, + 960.0, + 982.2000122070312, + 1030.199951171875, + 1049.199951171875, + 1061.800048828125, + 1126.5999755859375, + 1156.199951171875, + 1194.0, + 1218.5999755859375, + 1215.199951171875, + 1228.0, + 1257.4000244140625, + 1337.5999755859375, + 1442.0, + 1515.5999755859375, + 1563.0, + 1576.199951171875, + 1563.4000244140625, + 1689.800048828125, + 1746.4000244140625, + 1791.800048828125, + 1890.0, + 1931.5999755859375, + 2050.89990234375, + 2222.89990234375, + 2352.10009765625, + 2438.5, + 2499.699951171875, + 2629.10009765625, + 2667.300048828125, + 2762.5, + 2822.800048828125, + 2817.199951171875, + 2888.60009765625, + 2934.39990234375, + 2987.60009765625, + 3025.800048828125, + 3039.199951171875, + 3051.0, + 3068.39990234375, + 3057.800048828125, + 3100.800048828125, + 3151.5, + 3109.89990234375, + 3203.800048828125, + 3185.5, + 3139.39990234375, + 3141.5, + 3047.10009765625, + 3005.60009765625, + 2982.300048828125, + 2980.10009765625, + 3064.89990234375, + 3095.300048828125, + 3145.199951171875, + 3190.5, + 3140.800048828125, + 3236.89990234375, + 3211.10009765625, + 3221.5, + 3256.60009765625, + 3252.60009765625, + 3248.89990234375, + 3221.199951171875, + 3231.800048828125, + 3218.89990234375, + 3205.800048828125, + 3264.0, + 3226.39990234375, + 3242.300048828125, + 3215.199951171875, + 3111.300048828125, + 3042.60009765625, + 2998.0, + 3062.5, + 3067.0, + 3188.39990234375, + 3154.300048828125, + 3142.60009765625, + 3141.699951171875, + 3149.5, + 3169.89990234375, + 3179.39990234375, + 3141.199951171875, + 3104.10009765625, + 3119.699951171875, + 3109.10009765625, + 3094.10009765625, + 3099.39990234375, + 3126.5, + 3163.5, + 3215.199951171875, + 3210.10009765625, + 3221.300048828125, + 3211.10009765625, + 3217.199951171875, + 3220.39990234375, + 3270.89990234375, + 3253.5, + 3254.0, + 3257.800048828125, + 3190.699951171875, + 3228.89990234375, + 3234.10009765625, + 3259.89990234375, + 3283.39990234375, + 3290.10009765625, + 3273.60009765625, + 3242.300048828125, + 3217.199951171875, + 3159.10009765625, + 3167.699951171875, + 3206.89990234375, + 3254.0, + 3247.89990234375, + 3298.60009765625, + 3253.0, + 3289.0, + 3418.199951171875, + 3429.699951171875, + 3403.10009765625, + 3318.5, + 3354.300048828125, + 3330.5, + 3386.699951171875, + 3378.0, + 3416.699951171875, + 3412.10009765625, + 3446.699951171875, + 3506.199951171875, + 3566.699951171875, + 3623.699951171875, + 3654.699951171875, + 3652.60009765625, + 3647.0, + 3612.0, + 3496.0, + 3513.10009765625, + 3460.300048828125, + 3494.39990234375, + 3472.199951171875, + 3509.199951171875, + 3484.60009765625, + 3533.10009765625, + 3500.0, + 3499.60009765625, + 3443.60009765625, + 3389.800048828125, + 3502.800048828125, + 3586.60009765625, + 3579.300048828125, + 3541.60009765625, + 3498.699951171875, + 3462.199951171875, + 3544.300048828125, + 3605.89990234375, + 3628.199951171875, + 3575.300048828125, + 3562.5, + 3607.10009765625, + 3648.0, + 3537.10009765625, + 3571.0, + 3575.60009765625, + 3583.800048828125, + 3635.89990234375, + 3586.39990234375, + 3578.0, + 3511.699951171875, + 3546.800048828125, + 3484.39990234375, + 3553.0, + 3543.39990234375, + 3573.0, + 3674.300048828125, + 3687.89990234375, + 3795.60009765625, + 3757.300048828125, + 3754.60009765625, + 3857.800048828125, + 3922.89990234375, + 3993.39990234375, + 4020.60009765625, + 3953.300048828125, + 3909.199951171875, + 3876.699951171875, + 3840.10009765625, + 3873.5, + 3826.60009765625, + 3765.800048828125, + 3801.89990234375, + 3734.699951171875, + 3670.300048828125, + 3721.60009765625, + 3696.39990234375, + 3700.699951171875, + 3707.699951171875, + 3651.199951171875, + 3650.300048828125, + 3778.300048828125, + 3858.10009765625, + 3924.5, + 3921.39990234375, + 3814.39990234375, + 3797.60009765625, + 3862.10009765625, + 3901.199951171875, + 3900.10009765625, + 3970.10009765625, + 3971.10009765625, + 3961.300048828125, + 3999.39990234375, + 3954.39990234375, + 3934.39990234375, + 3892.89990234375, + 3862.800048828125, + 3903.699951171875, + 3938.10009765625, + 3888.199951171875, + 3892.89990234375, + 3893.300048828125, + 3861.5, + 3895.39990234375, + 3933.89990234375, + 3873.0, + 3840.89990234375, + 3765.89990234375, + 3861.800048828125, + 3848.39990234375, + 3957.10009765625, + 3943.199951171875, + 3999.39990234375, + 3966.699951171875, + 3966.89990234375, + 3974.5, + 4076.5, + 4099.7998046875, + 4081.300048828125, + 3979.39990234375, + 3931.60009765625, + 3820.800048828125, + 3901.39990234375, + 3929.89990234375, + 4041.60009765625, + 4055.39990234375, + 4018.60009765625, + 3957.10009765625, + 3995.800048828125, + 3971.10009765625, + 3943.199951171875, + 3888.89990234375, + 4010.300048828125, + 4108.10009765625, + 4112.10009765625, + 4071.800048828125, + 4099.5, + 4141.10009765625, + 4142.2998046875, + 4085.199951171875, + 4071.10009765625, + 4025.800048828125, + 3954.39990234375, + 4038.89990234375, + 4094.60009765625, + 4197.5, + 4125.0, + 4117.2998046875, + 3993.60009765625, + 4048.39990234375, + 4089.199951171875, + 4234.89990234375, + 4167.60009765625, + 4161.2001953125, + 4066.800048828125, + 4089.0, + 4028.39990234375, + 4028.39990234375, + 3942.0, + 3900.89990234375, + 3905.5, + 4019.10009765625, + 4055.300048828125, + 4097.39990234375, + 4057.10009765625, + 4073.89990234375, + 4056.89990234375, + 4035.10009765625, + 4054.199951171875, + 4079.300048828125, + 4080.199951171875, + 4085.300048828125, + 4044.5, + 4152.2001953125, + 4111.60009765625, + 4145.2001953125, + 4103.7001953125, + 4159.0, + 4153.7998046875, + 4226.7001953125, + 4239.5, + 4213.7001953125, + 4130.7001953125, + 4039.10009765625, + 4069.60009765625, + 4039.89990234375, + 4109.89990234375, + 4187.89990234375, + 4132.60009765625, + 4116.0, + 4100.10009765625, + 4136.60009765625, + 4140.60009765625, + 4151.89990234375, + 4159.60009765625, + 4116.7001953125, + 4094.5, + 4103.39990234375, + 4047.39990234375, + 4116.2001953125, + 4138.39990234375, + 4257.10009765625, + 4196.89990234375, + 4170.5, + 4180.5, + 4252.89990234375, + 4233.5, + 4257.5, + 4159.89990234375, + 4180.5, + 4113.60009765625, + 4120.7001953125, + 4113.60009765625, + 4157.7998046875, + 4182.89990234375, + 4137.60009765625, + 4164.89990234375, + 4194.2998046875, + 4206.2998046875, + 4206.39990234375, + 4223.7001953125, + 4285.89990234375, + 4278.5, + 4260.0, + 4288.0, + 4258.89990234375, + 4219.2001953125, + 4167.0, + 4217.39990234375, + 4172.2998046875, + 4215.60009765625, + 4135.5, + 4170.60009765625, + 4125.7998046875, + 4139.2001953125, + 4123.89990234375, + 4190.60009765625, + 4227.0, + 4238.7001953125, + 4194.2001953125, + 4136.89990234375, + 4116.60009765625, + 4093.300048828125, + 4152.39990234375, + 4178.2001953125, + 4255.10009765625, + 4265.39990234375, + 4242.7001953125, + 4177.39990234375, + 4229.2998046875, + 4214.2998046875, + 4236.2998046875, + 4165.10009765625, + 4215.7998046875, + 4189.89990234375, + 4189.2001953125, + 4134.39990234375, + 4142.89990234375, + 4228.10009765625, + 4122.2998046875, + 4119.89990234375, + 4081.89990234375, + 4121.10009765625, + 4133.2998046875, + 4179.10009765625, + 4261.10009765625, + 4337.60009765625, + 4248.2998046875, + 4220.5, + 4203.7001953125, + 4260.10009765625, + 4235.7998046875, + 4135.60009765625, + 4146.5, + 4253.10009765625, + 4226.0, + 4188.7998046875, + 4153.89990234375, + 4150.89990234375, + 4184.0, + 4150.5, + 4200.39990234375, + 4194.60009765625, + 4228.2998046875, + 4215.10009765625, + 4212.10009765625, + 4163.10009765625, + 4156.0, + 4152.7998046875, + 4132.2001953125, + 4213.5, + 4223.2998046875, + 4283.7001953125, + 4271.39990234375, + 4232.2001953125, + 4261.0, + 4235.89990234375, + 4228.39990234375, + 4203.60009765625, + 4166.89990234375, + 4224.7998046875, + 4224.7998046875, + 4165.7998046875, + 4146.5, + 4198.2998046875, + 4171.2001953125, + 4190.60009765625, + 4206.7001953125, + 4195.0, + 4167.2998046875, + 4141.2998046875, + 4129.10009765625, + 4190.60009765625, + 4268.60009765625, + 4282.5, + 4248.2998046875, + 4204.10009765625, + 4243.5, + 4266.7001953125, + 4251.0, + 4259.0, + 4273.2001953125, + 4280.89990234375, + 4275.39990234375, + 4157.2001953125, + 4232.89990234375, + 4192.5, + 4263.7001953125, + 4186.2001953125, + 4160.89990234375, + 4213.10009765625, + 4272.60009765625, + 4292.60009765625, + 4260.89990234375, + 4211.2001953125, + 4243.10009765625, + 4233.10009765625, + 4254.7001953125, + 4285.0, + 4387.5, + 4268.39990234375, + 4227.89990234375, + 4224.0, + 4254.2001953125, + 4299.2998046875, + 4316.0, + 4327.2998046875, + 4253.10009765625, + 4229.5, + 4198.60009765625, + 4165.5, + 4187.5, + 4247.7001953125, + 4210.89990234375, + 4244.0, + 4221.2998046875, + 4231.0, + 4214.10009765625, + 4233.7001953125, + 4214.7001953125, + 4252.7001953125, + 4241.89990234375, + 4193.5, + 4103.60009765625, + 4098.2001953125, + 4079.5, + 4110.0, + 4130.5, + 4122.2001953125, + 4203.5, + 4166.5, + 4133.2998046875, + 4161.2001953125, + 4174.10009765625, + 4140.0, + 4191.2001953125, + 4226.10009765625, + 4223.10009765625, + 4212.7001953125, + 4214.39990234375, + 4180.10009765625, + 4103.2001953125, + 4117.39990234375, + 4136.5, + 4151.89990234375, + 4156.10009765625, + 4146.5, + 4170.7001953125, + 4158.7998046875, + 4159.2998046875, + 4205.5, + 4210.60009765625, + 4096.60009765625, + 4171.39990234375, + 4192.0, + 4225.5, + 4201.39990234375, + 4174.7998046875, + 4159.89990234375, + 4104.89990234375, + 4112.7001953125, + 4116.7001953125, + 4189.7998046875, + 4184.0, + 4228.7001953125, + 4217.89990234375, + 4195.2001953125, + 4226.5, + 4159.0, + 4200.5, + 4181.2001953125, + 4178.2998046875, + 4126.60009765625, + 4226.39990234375, + 4304.39990234375, + 4273.5, + 4275.60009765625, + 4272.2998046875, + 4220.39990234375, + 4223.60009765625, + 4210.7998046875, + 4238.7998046875, + 4296.10009765625, + 4263.2001953125, + 4275.0, + 4259.7998046875, + 4197.89990234375, + 4274.10009765625, + 4280.89990234375, + 4303.89990234375, + 4250.7998046875, + 4235.7998046875, + 4254.10009765625, + 4246.2001953125, + 4328.2001953125, + 4318.5, + 4299.5, + 4256.39990234375, + 4287.2998046875, + 4287.0, + 4266.89990234375, + 4280.7001953125, + 4246.0, + 4261.2001953125, + 4233.2001953125, + 4251.89990234375, + 4217.2998046875, + 4205.0, + 4256.2998046875, + 4292.60009765625, + 4202.39990234375, + 4147.60009765625, + 4201.10009765625, + 4308.10009765625, + 4304.2001953125, + 4246.5, + 4219.0, + 4164.2998046875, + 4211.5, + 4264.2001953125, + 4290.5, + 4312.7001953125, + 4294.89990234375, + 4310.10009765625, + 4289.39990234375, + 4248.0, + 4276.0, + 4238.39990234375, + 4222.39990234375, + 4262.2001953125, + 4216.7001953125, + 4175.89990234375, + 4166.5, + 4251.39990234375, + 4280.2998046875, + 4317.89990234375, + 4318.2001953125, + 4288.7998046875, + 4238.7998046875, + 4207.2001953125, + 4202.89990234375, + 4198.0, + 4168.0, + 4194.2001953125, + 4206.2001953125, + 4209.60009765625, + 4212.7998046875, + 4286.7001953125, + 4258.89990234375, + 4236.89990234375, + 4255.39990234375, + 4244.89990234375, + 4244.5, + 4219.10009765625, + 4190.10009765625, + 4159.10009765625, + 4181.39990234375, + 4230.2001953125, + 4205.89990234375, + 4168.0, + 4178.60009765625, + 4196.0, + 4264.7001953125, + 4268.2001953125, + 4225.0, + 4195.7001953125, + 4147.0, + 4146.7998046875, + 4107.7998046875, + 4154.2998046875, + 4229.7001953125, + 4268.7001953125, + 4244.7001953125, + 4198.89990234375, + 4150.89990234375, + 4176.0, + 4123.7998046875, + 4170.7998046875, + 4273.60009765625, + 4190.10009765625, + 4139.7001953125, + 4174.10009765625, + 4240.7001953125, + 4271.2001953125, + 4245.0, + 4155.7001953125, + 4173.39990234375, + 4263.39990234375, + 4329.7001953125, + 4330.2001953125, + 4284.2001953125, + 4189.89990234375, + 4242.7001953125, + 4255.0, + 4275.5, + 4284.2001953125, + 4238.7001953125, + 4250.2001953125, + 4210.2001953125, + 4221.7001953125, + 4233.2998046875, + 4251.7998046875, + 4224.10009765625, + 4168.2001953125, + 4240.60009765625, + 4264.60009765625, + 4215.7998046875, + 4235.2998046875, + 4246.60009765625, + 4224.39990234375, + 4241.60009765625, + 4276.39990234375, + 4315.7001953125, + 4318.39990234375, + 4265.39990234375, + 4232.7001953125, + 4209.0, + 4200.2998046875, + 4248.2998046875, + 4283.60009765625, + 4368.7998046875, + 4340.7001953125, + 4262.39990234375, + 4179.89990234375, + 4167.5, + 4274.0, + 4314.5, + 4318.5, + 4273.89990234375, + 4303.10009765625, + 4202.10009765625, + 4219.7001953125, + 4159.89990234375, + 4204.89990234375, + 4191.5, + 4222.60009765625, + 4207.10009765625, + 4214.2001953125, + 4210.7001953125, + 4196.2001953125, + 4232.60009765625, + 4266.89990234375, + 4228.89990234375, + 4207.89990234375, + 4228.0, + 4187.5, + 4208.5, + 4232.5, + 4258.7001953125, + 4236.39990234375, + 4218.89990234375, + 4190.39990234375, + 4188.7001953125, + 4115.2001953125, + 4105.0, + 4178.0, + 4227.7001953125, + 4162.89990234375, + 4142.2998046875, + 4151.39990234375, + 4123.7001953125, + 4137.2001953125, + 4125.7001953125, + 4167.0, + 4190.10009765625, + 4215.2998046875, + 4239.39990234375, + 4189.89990234375, + 4202.7001953125, + 4197.2001953125, + 4128.7001953125, + 4137.5, + 4194.0, + 4198.7001953125, + 4189.2001953125, + 4129.39990234375, + 4161.0, + 4193.2998046875, + 4201.10009765625, + 4220.7001953125, + 4218.2001953125, + 4238.5, + 4222.2001953125, + 4248.60009765625, + 4161.7998046875, + 4178.39990234375, + 4276.2001953125, + 4254.7001953125, + 4200.60009765625, + 4167.60009765625, + 4158.89990234375, + 4188.2001953125, + 4178.89990234375, + 4217.89990234375, + 4189.39990234375, + 4237.2001953125, + 4204.0, + 4207.0, + 4169.39990234375, + 4236.10009765625, + 4236.10009765625, + 4221.89990234375, + 4151.10009765625, + 4154.60009765625, + 4157.89990234375, + 4197.0, + 4240.5, + 4220.0, + 4209.7001953125, + 4235.60009765625, + 4275.10009765625, + 4236.2998046875, + 4229.7998046875, + 4194.5, + 4240.39990234375, + 4254.7998046875, + 4259.10009765625, + 4200.2998046875, + 4180.7998046875, + 4188.7998046875, + 4251.2998046875, + 4242.39990234375, + 4202.39990234375, + 4140.0, + 4156.10009765625, + 4198.5, + 4249.60009765625, + 4238.2001953125, + 4209.0, + 4234.5, + 4245.0, + 4188.10009765625, + 4197.60009765625, + 4162.2998046875, + 4176.89990234375, + 4146.89990234375, + 4118.7001953125, + 4130.7001953125, + 4255.7001953125, + 4283.7001953125, + 4284.5, + 4237.2001953125, + 4262.39990234375, + 4248.2001953125, + 4258.5, + 4221.0, + 4278.0, + 4278.0, + 4240.2001953125, + 4235.7001953125, + 4212.89990234375, + 4263.89990234375, + 4349.89990234375, + 4289.5, + 4254.2001953125, + 4275.7001953125, + 4219.7998046875, + 4170.5, + 4144.7001953125, + 4205.10009765625, + 4214.60009765625, + 4242.60009765625, + 4200.89990234375, + 4179.7001953125, + 4174.2998046875, + 4171.10009765625, + 4156.39990234375, + 4174.60009765625, + 4183.60009765625, + 4157.5, + 4137.2001953125, + 4111.7001953125, + 4161.39990234375, + 4212.39990234375, + 4141.39990234375, + 4154.5, + 4194.7001953125, + 4232.2001953125, + 4191.7001953125, + 4156.2001953125, + 4178.2001953125, + 4229.89990234375, + 4231.10009765625, + 4197.7998046875, + 4215.7998046875, + 4219.39990234375, + 4170.2001953125, + 4172.0, + 4157.60009765625, + 4185.0, + 4250.5, + 4257.0, + 4229.0, + 4215.0, + 4235.5, + 4207.5, + 4203.5, + 4208.7001953125, + 4162.7001953125, + 4158.39990234375, + 4171.7001953125, + 4198.0, + 4204.5, + 4196.7001953125, + 4157.39990234375, + 4201.60009765625, + 4192.2998046875, + 4215.7001953125, + 4175.39990234375, + 4166.5, + 4165.7001953125, + 4156.89990234375, + 4138.39990234375, + 4124.0, + 4149.0, + 4131.2001953125, + 4152.0, + 4191.0, + 4189.10009765625, + 4232.10009765625, + 4242.39990234375, + 4225.2998046875, + 4155.7998046875, + 4194.2998046875, + 4215.89990234375, + 4204.5, + 4232.0, + 4214.7001953125, + 4161.39990234375, + 4118.39990234375, + 4153.60009765625, + 4229.10009765625, + 4221.2001953125, + 4198.7001953125, + 4177.0, + 4244.0, + 4264.5, + 4254.0, + 4256.0, + 4195.89990234375, + 4192.39990234375, + 4181.5, + 4238.0, + 4253.7001953125, + 4248.7001953125, + 4225.7001953125, + 4249.7001953125, + 4169.5, + 4119.0, + 4065.5, + 4180.0, + 4263.0, + 4256.2001953125, + 4209.39990234375, + 4211.39990234375, + 4186.39990234375, + 4185.89990234375, + 4180.2001953125, + 4117.5, + 4148.0, + 4165.7001953125, + 4186.7001953125, + 4168.5, + 4216.5, + 4185.7001953125, + 4215.2001953125, + 4261.5, + 4239.7001953125, + 4220.2001953125, + 4206.5, + 4239.0, + 4202.0, + 4220.0, + 4248.7001953125, + 4213.7001953125, + 4214.89990234375, + 4222.7001953125, + 4213.0, + 4125.5, + 4136.0, + 4158.89990234375, + 4198.10009765625, + 4182.0, + 4148.10009765625, + 4146.2001953125, + 4132.7001953125, + 4189.0, + 4204.0, + 4232.5, + 4151.0, + 4159.5, + 4124.5, + 4170.5, + 4141.7998046875, + 4149.7998046875, + 4142.5, + 4136.7001953125, + 4220.7001953125, + 4224.7001953125, + 4202.2001953125, + 4153.0, + 4121.5, + 4138.5, + 4195.0, + 4178.0, + 4115.5, + 4146.5, + 4150.7001953125, + 4169.7001953125, + 4127.2001953125, + 4151.5, + 4114.0, + 4154.0, + 4211.0, + 4184.5, + 4173.5, + 4201.0 + ] + ], + "strengths": [ + [ + 38.45001220703125, + -103.7574462890625, + -132.345458984375, + -150.85260009765625, + -184.79998779296875, + -189.5999755859375, + -189.5999755859375, + -184.79998779296875, + -189.79998779296875, + -183.79998779296875, + -168.39996337890625, + -167.39996337890625, + -163.79998779296875, + -166.0, + -184.39996337890625, + -188.39996337890625, + -190.79998779296875, + -190.20001220703125, + -185.79998779296875, + -181.5999755859375, + -162.79998779296875, + -146.5999755859375, + -136.39996337890625, + -123.5999755859375, + -132.39996337890625, + -154.0, + -165.0, + -163.0, + -170.39996337890625, + -166.5999755859375, + -166.20001220703125, + -184.0, + -174.79998779296875, + -177.20001220703125, + -183.20001220703125, + -171.5999755859375, + -174.20001220703125, + -183.79998779296875, + -182.0, + -189.39996337890625, + -188.39996337890625, + -179.5999755859375, + -174.79998779296875, + -169.79998779296875, + -168.79998779296875, + -168.0, + -163.0, + -167.0, + -164.39996337890625, + -173.0, + -176.39996337890625, + -175.20001220703125, + -172.0, + -152.5999755859375, + -140.0, + -127.39996337890625, + -100.5999755859375, + -108.20001220703125, + -103.79998779296875, + -85.79998779296875, + -122.0, + -124.5999755859375, + -152.0, + -160.20001220703125, + -148.20001220703125, + -130.0, + -110.79998779296875, + -111.79998779296875, + -80.20001220703125, + -54.39996337890625, + 7.20001220703125, + 125.60003662109375, + 207.0, + 385.00006103515625, + 582.0000610351562, + 773.0000610351562, + 946.3999633789062, + 1016.2000122070312, + 1079.39990234375, + 1067.0, + 1094.0, + 1063.60009765625, + 1154.60009765625, + 1400.39990234375, + 1649.89990234375, + 1891.099853515625, + 1988.5, + 2038.300048828125, + 1971.199951171875, + 1995.199951171875, + 2006.0, + 2005.0, + 2119.199951171875, + 2186.699951171875, + 2125.300048828125, + 2088.89990234375, + 2104.099853515625, + 2090.199951171875, + 2165.800048828125, + 2353.800048828125, + 2364.800048828125, + 2303.300048828125, + 2314.599853515625, + 2212.099853515625, + 2185.699951171875, + 2252.0, + 2242.89990234375, + 2308.89990234375, + 2423.300048828125, + 2463.599853515625, + 2483.0, + 2383.199951171875, + 2263.39990234375, + 2182.099853515625, + 2163.89990234375, + 2314.300048828125, + 2294.699951171875, + 2279.5, + 2322.0, + 2252.0, + 2355.5, + 2426.0, + 2454.599853515625, + 2570.199951171875, + 2517.300048828125, + 2562.89990234375, + 2468.099853515625, + 2429.300048828125, + 2412.599853515625, + 2357.099853515625, + 2434.89990234375, + 2400.599853515625, + 2442.099853515625, + 2472.800048828125, + 2409.800048828125, + 2430.199951171875, + 2407.699951171875, + 2289.89990234375, + 2340.099853515625, + 2403.89990234375, + 2375.099853515625, + 2477.599853515625, + 2474.0, + 2551.800048828125, + 2552.0, + 2498.0, + 2453.699951171875, + 2486.300048828125, + 2616.5, + 2674.599853515625, + 2704.800048828125, + 2634.800048828125, + 2588.0, + 2546.800048828125, + 2518.599853515625, + 2588.800048828125, + 2511.39990234375, + 2578.599853515625, + 2602.599853515625, + 2532.800048828125, + 2660.39990234375, + 2660.5, + 2603.800048828125, + 2658.89990234375, + 2658.0, + 2633.5, + 2635.699951171875, + 2571.099853515625, + 2526.300048828125, + 2622.099853515625, + 2683.5, + 2688.89990234375, + 2668.0, + 2664.599853515625, + 2630.699951171875, + 2662.89990234375, + 2711.300048828125, + 2589.599853515625, + 2629.89990234375, + 2545.5, + 2620.5, + 2582.699951171875, + 2581.599853515625, + 2520.5, + 2541.89990234375, + 2644.800048828125, + 2600.5, + 2692.599853515625, + 2669.0, + 2613.800048828125, + 2584.099853515625, + 2576.300048828125, + 2596.599853515625, + 2641.699951171875, + 2653.699951171875, + 2701.300048828125, + 2700.89990234375, + 2724.300048828125, + 2797.0, + 2829.39990234375, + 2815.39990234375, + 2780.5, + 2786.199951171875, + 2799.099853515625, + 2810.599853515625, + 2875.800048828125, + 2840.699951171875, + 2840.800048828125, + 2799.099853515625, + 2867.800048828125, + 2907.39990234375, + 2948.0, + 2875.699951171875, + 2874.800048828125, + 2892.699951171875, + 2889.599853515625, + 2873.0, + 2834.099853515625, + 2871.099853515625, + 2831.599853515625, + 2832.5, + 2854.89990234375, + 2897.800048828125, + 2929.0, + 2935.300048828125, + 2887.300048828125, + 2957.599853515625, + 3015.800048828125, + 2994.0, + 2956.199951171875, + 2877.5, + 2905.099853515625, + 2962.099853515625, + 3032.89990234375, + 2991.099853515625, + 2978.39990234375, + 2920.89990234375, + 2859.800048828125, + 2868.199951171875, + 2895.89990234375, + 2935.800048828125, + 2915.699951171875, + 3002.5, + 2996.599853515625, + 3063.89990234375, + 3029.0, + 2971.0, + 3004.199951171875, + 2986.800048828125, + 2958.699951171875, + 2945.5, + 2961.5, + 2955.89990234375, + 2987.599853515625, + 2977.0, + 2969.89990234375, + 3026.89990234375, + 3143.599853515625, + 3162.099853515625, + 3165.5, + 3025.800048828125, + 3062.89990234375, + 3002.0, + 3001.39990234375, + 2940.39990234375, + 2963.300048828125, + 2974.099853515625, + 3053.89990234375, + 3065.89990234375, + 3033.800048828125, + 3050.099853515625, + 3008.39990234375, + 3089.599853515625, + 3125.800048828125, + 3164.39990234375, + 3144.5, + 3079.300048828125, + 2978.699951171875, + 3024.300048828125, + 3046.699951171875, + 3072.0, + 3078.300048828125, + 3090.599853515625, + 3089.699951171875, + 3029.199951171875, + 3025.300048828125, + 3059.699951171875, + 3113.699951171875, + 3110.0, + 3135.599853515625, + 3149.0, + 3198.099853515625, + 3141.5, + 3059.5, + 2975.89990234375, + 2938.300048828125, + 2977.599853515625, + 2990.5, + 3077.699951171875, + 3097.300048828125, + 3154.0, + 3112.39990234375, + 3121.699951171875, + 3118.199951171875, + 3149.39990234375, + 3140.5, + 3111.099853515625, + 3104.89990234375, + 3176.099853515625, + 3146.89990234375, + 3092.599853515625, + 2990.199951171875, + 3003.099853515625, + 3046.89990234375, + 3197.89990234375, + 3201.699951171875, + 3185.300048828125, + 3131.199951171875, + 3144.89990234375, + 3172.0, + 3115.099853515625, + 3158.5, + 3182.89990234375, + 3192.199951171875, + 3162.099853515625, + 3112.89990234375, + 3100.300048828125, + 3085.199951171875, + 3086.0, + 3076.5, + 3051.599853515625, + 3022.199951171875, + 3012.199951171875, + 3080.0, + 3099.0, + 3150.89990234375, + 3159.199951171875, + 3165.099853515625, + 3048.300048828125, + 3076.800048828125, + 3011.800048828125, + 3056.199951171875, + 3094.099853515625, + 3143.599853515625, + 3133.599853515625, + 3076.89990234375, + 3063.800048828125, + 3089.5, + 3202.89990234375, + 3226.39990234375, + 3281.89990234375, + 3177.89990234375, + 3230.300048828125, + 3127.699951171875, + 3119.699951171875, + 3176.199951171875, + 3149.89990234375, + 3139.800048828125, + 3073.800048828125, + 3096.39990234375, + 3117.699951171875, + 3171.39990234375, + 3203.39990234375, + 3193.5, + 3110.0, + 3136.800048828125, + 3145.599853515625, + 3180.300048828125, + 3188.39990234375, + 3189.39990234375, + 3238.300048828125, + 3207.599853515625, + 3177.39990234375, + 3234.099853515625, + 3212.599853515625, + 3283.39990234375, + 3277.89990234375, + 3273.199951171875, + 3214.800048828125, + 3212.599853515625, + 3218.89990234375, + 3248.39990234375, + 3268.0, + 3252.39990234375, + 3235.300048828125, + 3182.39990234375, + 3165.89990234375, + 3186.39990234375, + 3254.800048828125, + 3249.0, + 3283.099853515625, + 3267.800048828125, + 3297.599853515625, + 3299.5, + 3238.39990234375, + 3176.199951171875, + 3115.599853515625, + 3191.300048828125, + 3204.0, + 3265.699951171875, + 3213.099853515625, + 3151.5, + 3209.5, + 3244.099853515625, + 3238.199951171875, + 3209.39990234375, + 3190.199951171875, + 3238.300048828125, + 3245.699951171875, + 3299.5, + 3279.89990234375, + 3227.39990234375, + 3190.099853515625, + 3184.300048828125, + 3218.300048828125, + 3181.599853515625, + 3210.599853515625, + 3175.800048828125, + 3231.300048828125, + 3229.599853515625, + 3252.300048828125, + 3265.599853515625, + 3198.099853515625, + 3218.699951171875, + 3205.699951171875, + 3160.699951171875, + 3111.199951171875, + 3100.199951171875, + 3187.89990234375, + 3159.89990234375, + 3197.39990234375, + 3259.099853515625, + 3314.199951171875, + 3198.599853515625, + 3204.89990234375, + 3232.099853515625, + 3204.099853515625, + 3200.800048828125, + 3157.300048828125, + 3145.39990234375, + 3153.89990234375, + 3202.800048828125, + 3240.099853515625, + 3268.599853515625, + 3272.39990234375, + 3200.5, + 3159.39990234375, + 3135.099853515625, + 3084.699951171875, + 3048.599853515625, + 3134.099853515625, + 3127.599853515625, + 3153.800048828125, + 3079.699951171875, + 3104.300048828125, + 3186.599853515625, + 3181.199951171875, + 3155.099853515625, + 3156.099853515625, + 3132.699951171875, + 3081.800048828125, + 3099.89990234375, + 3085.300048828125, + 3112.099853515625, + 3143.39990234375, + 3217.39990234375, + 3274.699951171875, + 3255.599853515625, + 3261.800048828125, + 3232.39990234375, + 3236.199951171875, + 3241.599853515625, + 3239.199951171875, + 3343.0, + 3340.39990234375, + 3330.800048828125, + 3285.199951171875, + 3312.199951171875, + 3288.599853515625, + 3286.300048828125, + 3283.800048828125, + 3292.199951171875, + 3290.300048828125, + 3313.5, + 3297.0, + 3232.699951171875, + 3223.699951171875, + 3306.5, + 3282.5, + 3249.5, + 3237.199951171875, + 3266.199951171875, + 3217.89990234375, + 3221.39990234375, + 3192.199951171875, + 3223.099853515625, + 3238.89990234375, + 3183.599853515625, + 3212.699951171875, + 3212.89990234375, + 3272.39990234375, + 3268.89990234375, + 3241.89990234375, + 3309.099853515625, + 3282.199951171875, + 3333.5, + 3340.699951171875, + 3376.699951171875, + 3258.699951171875, + 3235.89990234375, + 3181.89990234375, + 3225.199951171875, + 3228.39990234375, + 3287.599853515625, + 3250.599853515625, + 3268.699951171875, + 3319.300048828125, + 3375.0, + 3315.5, + 3260.89990234375, + 3228.89990234375, + 3217.89990234375, + 3200.699951171875, + 3269.599853515625, + 3222.699951171875, + 3301.699951171875, + 3259.699951171875, + 3303.699951171875, + 3188.199951171875, + 3146.699951171875, + 3172.300048828125, + 3199.89990234375, + 3210.099853515625, + 3143.5, + 3209.599853515625, + 3266.199951171875, + 3247.199951171875, + 3213.199951171875, + 3206.699951171875, + 3257.39990234375, + 3247.39990234375, + 3290.89990234375, + 3198.39990234375, + 3160.0, + 3162.800048828125, + 3206.300048828125, + 3266.699951171875, + 3221.699951171875, + 3272.199951171875, + 3232.199951171875, + 3266.699951171875, + 3239.699951171875, + 3296.199951171875, + 3234.199951171875, + 3209.89990234375, + 3130.89990234375, + 3181.89990234375, + 3145.300048828125, + 3187.599853515625, + 3164.199951171875, + 3198.099853515625, + 3219.300048828125, + 3171.89990234375, + 3201.89990234375, + 3234.300048828125, + 3263.800048828125, + 3215.199951171875, + 3248.699951171875, + 3261.699951171875, + 3250.699951171875, + 3310.199951171875, + 3267.199951171875, + 3267.599853515625, + 3219.300048828125, + 3255.099853515625, + 3233.599853515625, + 3196.89990234375, + 3250.39990234375, + 3284.599853515625, + 3337.099853515625, + 3284.599853515625, + 3239.5, + 3233.800048828125, + 3148.800048828125, + 3165.199951171875, + 3275.199951171875, + 3291.699951171875, + 3216.699951171875, + 3159.89990234375, + 3155.89990234375, + 3198.39990234375, + 3227.89990234375, + 3201.39990234375, + 3203.39990234375, + 3235.300048828125, + 3220.300048828125, + 3178.199951171875, + 3173.199951171875, + 3150.699951171875, + 3170.199951171875, + 3153.699951171875, + 3203.699951171875, + 3191.89990234375, + 3161.099853515625, + 3139.89990234375, + 3169.5, + 3161.0, + 3217.199951171875, + 3223.599853515625, + 3209.699951171875, + 3221.699951171875, + 3198.39990234375, + 3201.699951171875, + 3200.5, + 3273.800048828125, + 3254.0, + 3300.39990234375, + 3199.39990234375, + 3179.199951171875, + 3178.199951171875, + 3182.199951171875, + 3149.199951171875, + 3161.699951171875, + 3260.199951171875, + 3305.199951171875, + 3304.199951171875, + 3222.39990234375, + 3211.89990234375, + 3218.099853515625, + 3244.39990234375, + 3231.199951171875, + 3222.099853515625, + 3211.599853515625, + 3180.599853515625, + 3204.199951171875, + 3189.699951171875, + 3242.199951171875, + 3232.699951171875, + 3236.199951171875, + 3175.699951171875, + 3182.89990234375, + 3165.599853515625, + 3200.300048828125, + 3183.099853515625, + 3187.800048828125, + 3225.099853515625, + 3169.39990234375, + 3130.699951171875, + 3067.199951171875, + 3156.199951171875, + 3224.199951171875, + 3193.89990234375, + 3228.39990234375, + 3194.199951171875, + 3143.599853515625, + 3204.800048828125, + 3230.300048828125, + 3211.699951171875, + 3173.199951171875, + 3181.199951171875, + 3212.199951171875, + 3226.699951171875, + 3196.699951171875, + 3183.89990234375, + 3204.89990234375, + 3262.89990234375, + 3233.699951171875, + 3205.199951171875, + 3199.89990234375, + 3168.39990234375, + 3139.099853515625, + 3148.39990234375, + 3151.89990234375, + 3202.699951171875, + 3272.699951171875, + 3257.199951171875, + 3172.199951171875, + 3124.699951171875, + 3115.300048828125, + 3146.800048828125, + 3206.5, + 3211.5, + 3204.699951171875, + 3260.699951171875, + 3251.89990234375, + 3179.300048828125, + 3107.5, + 3103.89990234375, + 3221.199951171875, + 3302.199951171875, + 3245.300048828125, + 3195.300048828125, + 3181.89990234375, + 3118.89990234375, + 3104.89990234375, + 3191.099853515625, + 3216.599853515625, + 3249.699951171875, + 3243.199951171875, + 3250.199951171875, + 3251.199951171875, + 3194.199951171875, + 3196.5, + 3278.0, + 3196.5, + 3145.199951171875, + 3160.199951171875, + 3175.199951171875, + 3167.099853515625, + 3140.099853515625, + 3187.199951171875, + 3186.699951171875, + 3167.699951171875, + 3186.89990234375, + 3228.099853515625, + 3220.39990234375, + 3195.599853515625, + 3216.39990234375, + 3170.199951171875, + 3094.599853515625, + 3119.099853515625, + 3125.300048828125, + 3203.599853515625, + 3213.300048828125, + 3145.099853515625, + 3166.199951171875, + 3222.699951171875, + 3261.699951171875, + 3207.699951171875, + 3198.0, + 3144.5, + 3132.5, + 3192.39990234375, + 3150.89990234375, + 3136.89990234375, + 3107.099853515625, + 3187.099853515625, + 3260.099853515625, + 3310.599853515625, + 3247.0, + 3180.300048828125, + 3132.800048828125, + 3118.89990234375, + 3108.89990234375, + 3193.39990234375, + 3168.199951171875, + 3155.199951171875, + 3164.699951171875, + 3225.199951171875, + 3230.199951171875, + 3210.699951171875, + 3206.5, + 3187.699951171875, + 3214.199951171875, + 3169.300048828125, + 3170.89990234375, + 3209.699951171875, + 3270.199951171875, + 3240.89990234375, + 3215.39990234375, + 3134.39990234375, + 3120.699951171875, + 3130.199951171875, + 3134.699951171875, + 3139.699951171875, + 3082.0, + 3066.0, + 3061.0, + 3142.599853515625, + 3130.599853515625, + 3160.199951171875, + 3127.199951171875, + 3124.699951171875, + 3139.800048828125, + 3166.800048828125, + 3224.199951171875, + 3227.099853515625, + 3211.099853515625, + 3192.39990234375, + 3174.199951171875, + 3071.89990234375, + 3021.39990234375, + 3074.599853515625, + 3126.599853515625, + 3096.099853515625, + 3094.5, + 3137.300048828125, + 3181.199951171875, + 3183.199951171875, + 3170.89990234375, + 3098.39990234375, + 3040.599853515625, + 3074.89990234375, + 3133.699951171875, + 3153.099853515625, + 3100.5, + 3107.0, + 3157.0, + 3188.599853515625, + 3186.199951171875, + 3166.39990234375, + 3182.89990234375, + 3142.599853515625, + 3129.099853515625, + 3126.699951171875, + 3152.699951171875, + 3166.0, + 3158.89990234375, + 3166.199951171875, + 3132.199951171875, + 3156.199951171875, + 3169.199951171875, + 3179.699951171875, + 3119.599853515625, + 3125.89990234375, + 3128.0, + 3118.699951171875, + 3136.39990234375, + 3127.099853515625, + 3137.89990234375, + 3150.199951171875, + 3196.39990234375, + 3223.39990234375, + 3263.39990234375, + 3270.699951171875, + 3268.699951171875, + 3271.699951171875, + 3283.699951171875, + 3249.199951171875, + 3228.199951171875, + 3226.199951171875, + 3256.699951171875, + 3240.199951171875, + 3228.699951171875, + 3141.699951171875, + 3147.199951171875, + 3176.199951171875, + 3184.699951171875, + 3177.199951171875, + 3205.699951171875, + 3168.39990234375, + 3125.39990234375, + 3112.39990234375, + 3111.699951171875, + 3119.699951171875, + 3074.199951171875, + 3126.199951171875, + 3128.89990234375, + 3198.89990234375, + 3194.89990234375, + 3215.699951171875, + 3197.199951171875, + 3176.699951171875, + 3177.199951171875, + 3170.699951171875, + 3130.89990234375, + 3159.89990234375, + 3192.39990234375, + 3212.099853515625, + 3120.599853515625, + 3152.199951171875, + 3174.699951171875, + 3149.199951171875, + 3199.0, + 3184.5, + 3186.5, + 3126.199951171875, + 3127.699951171875, + 3164.199951171875, + 3151.800048828125, + 3174.300048828125, + 3218.300048828125, + 3217.89990234375, + 3222.39990234375, + 3209.89990234375, + 3148.199951171875, + 3110.199951171875, + 3144.199951171875, + 3114.199951171875, + 3123.300048828125, + 3118.300048828125, + 3104.199951171875, + 3120.599853515625, + 3107.599853515625, + 3108.099853515625, + 3107.89990234375, + 3066.39990234375, + 3080.39990234375, + 3086.599853515625, + 3128.599853515625, + 3140.39990234375, + 3117.199951171875, + 3111.699951171875, + 3101.699951171875, + 3052.5, + 3064.5, + 3129.300048828125, + 3154.800048828125, + 3139.199951171875, + 3165.199951171875, + 3190.699951171875, + 3172.699951171875, + 3177.199951171875, + 3187.699951171875, + 3205.199951171875, + 3145.199951171875, + 3195.39990234375, + 3201.39990234375, + 3192.89990234375, + 3182.699951171875, + 3156.300048828125, + 3168.800048828125, + 3152.199951171875, + 3133.199951171875, + 3176.199951171875, + 3175.699951171875, + 3184.89990234375, + 3124.39990234375, + 3135.89990234375, + 3103.699951171875, + 3214.699951171875, + 3185.699951171875, + 3144.199951171875, + 3126.199951171875, + 3215.699951171875, + 3230.199951171875, + 3234.199951171875, + 3210.199951171875, + 3246.699951171875, + 3245.800048828125, + 3224.800048828125, + 3186.699951171875, + 3173.89990234375, + 3236.89990234375, + 3225.699951171875, + 3223.699951171875, + 3179.199951171875, + 3143.199951171875, + 3133.199951171875, + 3216.199951171875, + 3211.699951171875, + 3167.199951171875, + 3190.699951171875, + 3225.199951171875, + 3248.199951171875, + 3209.699951171875, + 3146.699951171875, + 3159.199951171875, + 3126.89990234375, + 3123.39990234375, + 3118.89990234375, + 3091.199951171875, + 3058.699951171875, + 3038.199951171875, + 3086.199951171875, + 3182.699951171875, + 3142.199951171875, + 3080.199951171875, + 3055.699951171875, + 3041.699951171875, + 3085.199951171875, + 3103.699951171875, + 3087.699951171875, + 3083.199951171875, + 3095.699951171875, + 3094.699951171875, + 3118.699951171875, + 3057.699951171875, + 3069.199951171875, + 3093.199951171875, + 3141.199951171875, + 3141.199951171875, + 3154.199951171875, + 3149.199951171875, + 3088.699951171875, + 3088.199951171875, + 3031.0, + 3025.5, + 3028.699951171875, + 3057.699951171875, + 3062.699951171875, + 3042.699951171875, + 3011.699951171875, + 3061.699951171875, + 3165.199951171875, + 3162.199951171875, + 3150.699951171875, + 3172.199951171875, + 3195.199951171875, + 3110.199951171875, + 3074.699951171875, + 3082.199951171875, + 3085.699951171875, + 3132.199951171875, + 3056.699951171875, + 3065.199951171875, + 3070.199951171875, + 3100.199951171875, + 3080.199951171875, + 3031.199951171875 + ], + [ + 102.20001220703125, + 84.70001220703125, + 113.4903564453125, + 78.1036376953125, + 41.20001220703125, + 48.4000244140625, + 61.20001220703125, + 76.60003662109375, + 96.4000244140625, + 88.20001220703125, + 56.79998779296875, + 52.79998779296875, + 24.79998779296875, + -13.5999755859375, + -44.39996337890625, + -75.5999755859375, + -63.0, + -39.79998779296875, + -24.0, + -30.79998779296875, + 26.4000244140625, + 62.60003662109375, + 101.79998779296875, + 97.4000244140625, + 83.60003662109375, + 74.0, + 77.60003662109375, + 116.20001220703125, + 147.60003662109375, + 182.0, + 181.60003662109375, + 207.0, + 309.39996337890625, + 373.79998779296875, + 471.00006103515625, + 525.6000366210938, + 650.7999877929688, + 770.2000122070312, + 797.3999633789062, + 807.7999877929688, + 809.0000610351562, + 858.7999877929688, + 923.7999877929688, + 1178.199951171875, + 1243.199951171875, + 1438.800048828125, + 1512.800048828125, + 1562.39990234375, + 1703.0, + 1735.0, + 1904.199951171875, + 1975.0, + 2052.199951171875, + 2116.0, + 2114.800048828125, + 2222.199951171875, + 2210.89990234375, + 2226.099853515625, + 2240.599853515625, + 2205.5, + 2192.0, + 2225.099853515625, + 2215.199951171875, + 2323.099853515625, + 2363.300048828125, + 2397.39990234375, + 2437.39990234375, + 2413.5, + 2396.39990234375, + 2406.800048828125, + 2332.89990234375, + 2324.699951171875, + 2329.0, + 2299.39990234375, + 2320.89990234375, + 2325.699951171875, + 2337.099853515625, + 2322.89990234375, + 2306.89990234375, + 2322.800048828125, + 2382.099853515625, + 2320.300048828125, + 2351.699951171875, + 2320.199951171875, + 2261.099853515625, + 2380.5, + 2422.699951171875, + 2357.300048828125, + 2377.89990234375, + 2367.199951171875, + 2377.199951171875, + 2458.39990234375, + 2489.39990234375, + 2462.099853515625, + 2434.099853515625, + 2394.39990234375, + 2387.800048828125, + 2402.89990234375, + 2466.89990234375, + 2526.89990234375, + 2492.599853515625, + 2467.099853515625, + 2451.300048828125, + 2387.0, + 2437.699951171875, + 2435.39990234375, + 2451.300048828125, + 2504.300048828125, + 2508.39990234375, + 2607.89990234375, + 2668.099853515625, + 2637.599853515625, + 2702.300048828125, + 2652.199951171875, + 2651.300048828125, + 2651.5, + 2587.800048828125, + 2527.89990234375, + 2472.099853515625, + 2461.0, + 2518.300048828125, + 2594.199951171875, + 2577.300048828125, + 2544.599853515625, + 2457.599853515625, + 2422.300048828125, + 2464.599853515625, + 2486.800048828125, + 2582.699951171875, + 2619.39990234375, + 2570.300048828125, + 2519.800048828125, + 2477.599853515625, + 2577.800048828125, + 2633.699951171875, + 2608.300048828125, + 2616.199951171875, + 2495.39990234375, + 2598.199951171875, + 2582.5, + 2596.300048828125, + 2607.800048828125, + 2529.099853515625, + 2583.699951171875, + 2624.800048828125, + 2634.89990234375, + 2700.89990234375, + 2753.5, + 2709.699951171875, + 2673.39990234375, + 2690.300048828125, + 2643.39990234375, + 2642.599853515625, + 2674.0, + 2604.800048828125, + 2566.599853515625, + 2509.300048828125, + 2505.099853515625, + 2546.199951171875, + 2553.89990234375, + 2688.89990234375, + 2656.199951171875, + 2673.300048828125, + 2682.5, + 2661.89990234375, + 2633.5, + 2618.5, + 2637.800048828125, + 2671.699951171875, + 2771.0, + 2742.800048828125, + 2774.5, + 2738.300048828125, + 2777.800048828125, + 2725.800048828125, + 2796.0, + 2715.39990234375, + 2688.699951171875, + 2739.0, + 2757.800048828125, + 2814.099853515625, + 2742.599853515625, + 2728.699951171875, + 2777.300048828125, + 2785.099853515625, + 2833.699951171875, + 2789.89990234375, + 2664.39990234375, + 2634.599853515625, + 2670.199951171875, + 2713.199951171875, + 2825.89990234375, + 2934.89990234375, + 2959.599853515625, + 2869.099853515625, + 2860.300048828125, + 2884.699951171875, + 2909.800048828125, + 3002.300048828125, + 2997.199951171875, + 3048.0, + 2990.699951171875, + 2989.699951171875, + 2961.5, + 2947.89990234375, + 2949.099853515625, + 2928.0, + 3007.800048828125, + 3023.800048828125, + 3047.300048828125, + 2971.0, + 3000.300048828125, + 2990.199951171875, + 2993.699951171875, + 2940.599853515625, + 2901.199951171875, + 2910.300048828125, + 2920.199951171875, + 2929.599853515625, + 2961.89990234375, + 3006.099853515625, + 3064.699951171875, + 3171.300048828125, + 3108.599853515625, + 3012.599853515625, + 2976.800048828125, + 2975.800048828125, + 2971.099853515625, + 2943.5, + 2932.099853515625, + 3014.800048828125, + 3008.89990234375, + 2973.099853515625, + 2941.0, + 2999.300048828125, + 3012.300048828125, + 3106.599853515625, + 3097.599853515625, + 3024.89990234375, + 2967.099853515625, + 2889.39990234375, + 2908.5, + 2952.89990234375, + 3002.39990234375, + 2977.099853515625, + 2892.300048828125, + 2948.800048828125, + 3026.800048828125, + 3150.699951171875, + 3151.599853515625, + 3111.89990234375, + 3057.599853515625, + 3016.800048828125, + 3048.5, + 3005.300048828125, + 3022.39990234375, + 3039.099853515625, + 3016.099853515625, + 3063.699951171875, + 3093.099853515625, + 3131.0, + 3163.5, + 3115.800048828125, + 3026.800048828125, + 2972.800048828125, + 3025.300048828125, + 3046.099853515625, + 3105.89990234375, + 3064.699951171875, + 3094.800048828125, + 3111.89990234375, + 3168.599853515625, + 3172.599853515625, + 3166.599853515625, + 3086.0, + 3007.699951171875, + 2970.199951171875, + 3038.099853515625, + 3020.199951171875, + 3009.099853515625, + 2966.39990234375, + 3035.099853515625, + 3145.0, + 3202.89990234375, + 3265.800048828125, + 3176.599853515625, + 3165.199951171875, + 3012.800048828125, + 3007.199951171875, + 2986.89990234375, + 3023.5, + 3128.0, + 3190.099853515625, + 3170.300048828125, + 3136.099853515625, + 3097.699951171875, + 3166.800048828125, + 3202.0, + 3241.300048828125, + 3171.39990234375, + 3117.099853515625, + 3102.099853515625, + 3072.39990234375, + 3089.699951171875, + 3090.099853515625, + 3104.699951171875, + 3071.199951171875, + 3050.199951171875, + 3012.0, + 3010.599853515625, + 3049.89990234375, + 3119.800048828125, + 3133.0, + 3112.800048828125, + 3073.5, + 3042.599853515625, + 3024.699951171875, + 3042.599853515625, + 3028.599853515625, + 3040.5, + 2972.300048828125, + 3034.5, + 3128.199951171875, + 3158.5, + 3153.199951171875, + 3134.5, + 3146.800048828125, + 3102.199951171875, + 3089.0, + 3055.599853515625, + 3136.5, + 3127.699951171875, + 3154.199951171875, + 3106.39990234375, + 3041.89990234375, + 2923.5, + 2962.199951171875, + 3001.89990234375, + 3028.699951171875, + 2995.099853515625, + 2951.5, + 2968.39990234375, + 2981.599853515625, + 3065.89990234375, + 3169.099853515625, + 3156.5, + 3123.89990234375, + 3076.89990234375, + 3082.800048828125, + 3068.0, + 3073.300048828125, + 3057.199951171875, + 3063.099853515625, + 3099.800048828125, + 3161.800048828125, + 3119.39990234375, + 3094.39990234375, + 3099.199951171875, + 3157.199951171875, + 3152.800048828125, + 3177.5, + 3107.599853515625, + 3068.5, + 3056.199951171875, + 3100.699951171875, + 3141.300048828125, + 3149.89990234375, + 3137.5, + 3126.0, + 3079.199951171875, + 3130.800048828125, + 3046.89990234375, + 3069.199951171875, + 2998.300048828125, + 3092.39990234375, + 3090.39990234375, + 3084.199951171875, + 3099.699951171875, + 3126.699951171875, + 3093.099853515625, + 3077.89990234375, + 3046.5, + 3107.89990234375, + 3175.599853515625, + 3161.099853515625, + 3099.699951171875, + 3100.39990234375, + 3093.89990234375, + 3084.39990234375, + 3090.699951171875, + 3080.699951171875, + 3177.0, + 3161.0, + 3150.0, + 3130.300048828125, + 3189.300048828125, + 3174.099853515625, + 3134.5, + 3175.39990234375, + 3171.39990234375, + 3142.599853515625, + 3083.0, + 3020.5, + 3028.89990234375, + 3010.300048828125, + 3020.5, + 3018.89990234375, + 3080.89990234375, + 3065.39990234375, + 3117.39990234375, + 3115.800048828125, + 3088.800048828125, + 3014.39990234375, + 3029.300048828125, + 3098.800048828125, + 3084.0, + 3138.5, + 3122.89990234375, + 3105.39990234375, + 3072.39990234375, + 3014.699951171875, + 3031.699951171875, + 3103.699951171875, + 3153.199951171875, + 3071.199951171875, + 3043.89990234375, + 3015.39990234375, + 3083.300048828125, + 3133.300048828125, + 3197.800048828125, + 3142.5, + 3071.300048828125, + 3095.300048828125, + 3091.89990234375, + 3013.599853515625, + 2964.39990234375, + 2998.0, + 3041.599853515625, + 3130.599853515625, + 3090.099853515625, + 3079.199951171875, + 3108.199951171875, + 3097.699951171875, + 3068.0, + 3053.5, + 3127.699951171875, + 3148.699951171875, + 3144.89990234375, + 3056.89990234375, + 3064.39990234375, + 3130.199951171875, + 3129.699951171875, + 3147.199951171875, + 3137.5, + 3107.89990234375, + 3026.599853515625, + 3065.300048828125, + 3104.39990234375, + 3103.199951171875, + 3082.199951171875, + 3058.699951171875, + 3062.199951171875, + 3057.199951171875, + 3064.199951171875, + 3086.199951171875, + 3080.39990234375, + 3096.89990234375, + 3096.099853515625, + 3042.599853515625, + 3046.199951171875, + 3101.699951171875, + 3096.300048828125, + 3126.699951171875, + 3165.800048828125, + 3215.39990234375, + 3205.39990234375, + 3160.39990234375, + 3142.699951171875, + 3191.699951171875, + 3204.699951171875, + 3186.199951171875, + 3161.699951171875, + 3186.199951171875, + 3145.699951171875, + 3108.5, + 3152.5, + 3138.5, + 3157.699951171875, + 3132.89990234375, + 3120.5, + 3151.5, + 3178.300048828125, + 3181.199951171875, + 3184.89990234375, + 3157.39990234375, + 3152.39990234375, + 3101.300048828125, + 3039.300048828125, + 3089.599853515625, + 3161.699951171875, + 3153.199951171875, + 3158.199951171875, + 3150.199951171875, + 3167.699951171875, + 3152.699951171875, + 3179.699951171875, + 3203.699951171875, + 3203.699951171875, + 3214.39990234375, + 3215.199951171875, + 3200.199951171875, + 3196.5, + 3147.199951171875, + 3151.199951171875, + 3095.199951171875, + 3062.199951171875, + 3082.699951171875, + 3124.199951171875, + 3168.800048828125, + 3134.5, + 3143.199951171875, + 3146.5, + 3142.699951171875, + 3132.89990234375, + 3133.89990234375, + 3152.699951171875, + 3176.199951171875, + 3177.199951171875, + 3167.699951171875, + 3185.199951171875, + 3156.699951171875, + 3094.199951171875, + 3148.199951171875, + 3146.699951171875, + 3114.699951171875, + 3114.699951171875, + 3104.599853515625, + 3148.099853515625, + 3162.199951171875, + 3142.699951171875, + 3182.699951171875, + 3197.699951171875, + 3231.199951171875, + 3233.199951171875, + 3209.599853515625, + 3224.099853515625, + 3214.199951171875, + 3191.699951171875, + 3179.199951171875, + 3186.699951171875, + 3173.699951171875, + 3179.199951171875, + 3183.199951171875, + 3182.0, + 3204.5, + 3175.5, + 3170.89990234375, + 3175.39990234375, + 3195.89990234375, + 3175.199951171875, + 3178.199951171875, + 3191.199951171875, + 3243.599853515625, + 3191.099853515625, + 3203.099853515625, + 3166.199951171875, + 3179.199951171875, + 3198.199951171875, + 3171.0, + 3182.599853515625, + 3162.599853515625, + 3147.5, + 3177.699951171875, + 3174.699951171875, + 3198.39990234375, + 3199.89990234375, + 3207.39990234375, + 3182.599853515625, + 3142.89990234375, + 3116.5, + 3138.5, + 3175.699951171875, + 3187.89990234375, + 3169.89990234375, + 3116.699951171875, + 3145.699951171875, + 3139.199951171875, + 3152.699951171875, + 3145.699951171875, + 3158.199951171875, + 3174.199951171875, + 3179.199951171875, + 3169.199951171875, + 3175.199951171875, + 3223.199951171875, + 3243.199951171875, + 3227.199951171875, + 3164.199951171875, + 3119.199951171875, + 3147.199951171875, + 3191.199951171875, + 3177.300048828125, + 3167.800048828125, + 3154.199951171875, + 3172.699951171875, + 3169.800048828125, + 3157.0, + 3175.39990234375, + 3161.39990234375, + 3140.699951171875, + 3140.699951171875, + 3116.199951171875, + 3138.199951171875, + 3172.199951171875, + 3172.800048828125, + 3148.300048828125, + 3120.199951171875, + 3137.199951171875, + 3126.199951171875, + 3129.699951171875, + 3075.699951171875, + 3074.199951171875, + 3091.199951171875, + 3144.199951171875, + 3176.699951171875, + 3152.699951171875, + 3171.199951171875, + 3188.199951171875, + 3159.199951171875, + 3144.699951171875, + 3130.199951171875, + 3144.199951171875, + 3161.199951171875, + 3161.199951171875, + 3160.699951171875, + 3169.199951171875, + 3191.699951171875, + 3177.699951171875, + 3146.199951171875, + 3156.699951171875, + 3193.199951171875, + 3216.699951171875, + 3217.699951171875, + 3180.199951171875, + 3163.800048828125, + 3132.300048828125, + 3145.199951171875, + 3175.199951171875, + 3192.199951171875, + 3198.0, + 3195.5, + 3221.699951171875, + 3185.199951171875, + 3139.199951171875, + 3149.699951171875, + 3197.199951171875, + 3216.199951171875, + 3143.199951171875, + 3142.199951171875, + 3128.199951171875, + 3141.199951171875, + 3148.199951171875, + 3176.699951171875, + 3152.699951171875, + 3149.199951171875, + 3158.699951171875, + 3171.699951171875, + 3200.199951171875, + 3179.199951171875, + 3183.199951171875, + 3180.699951171875, + 3194.199951171875, + 3198.199951171875, + 3198.699951171875, + 3189.699951171875, + 3158.699951171875, + 3140.199951171875, + 3176.699951171875, + 3204.199951171875, + 3152.699951171875, + 3133.699951171875, + 3122.199951171875, + 3160.199951171875, + 3138.199951171875, + 3118.199951171875, + 3138.199951171875, + 3162.199951171875, + 3198.699951171875, + 3170.699951171875, + 3200.699951171875, + 3206.199951171875, + 3220.199951171875, + 3171.199951171875, + 3144.199951171875, + 3140.699951171875, + 3143.199951171875, + 3125.699951171875, + 3130.699951171875, + 3135.699951171875, + 3153.699951171875, + 3165.199951171875, + 3137.699951171875, + 3156.699951171875, + 3157.699951171875, + 3158.199951171875, + 3139.699951171875, + 3184.199951171875, + 3190.199951171875, + 3161.599853515625, + 3141.599853515625, + 3163.099853515625, + 3170.5, + 3138.0, + 3149.199951171875, + 3157.199951171875, + 3169.099853515625, + 3141.599853515625, + 3161.099853515625, + 3177.699951171875, + 3160.699951171875, + 3143.699951171875, + 3121.699951171875, + 3098.199951171875, + 3130.699951171875, + 3142.199951171875, + 3105.699951171875, + 3105.699951171875, + 3145.199951171875, + 3136.699951171875, + 3131.199951171875, + 3127.699951171875, + 3118.699951171875, + 3147.199951171875, + 3150.199951171875, + 3129.199951171875, + 3122.199951171875, + 3149.199951171875, + 3174.199951171875, + 3176.199951171875, + 3153.199951171875, + 3141.699951171875, + 3115.699951171875, + 3102.699951171875, + 3151.699951171875, + 3127.199951171875, + 3148.699951171875, + 3165.199951171875, + 3152.699951171875, + 3145.199951171875, + 3154.699951171875, + 3127.699951171875, + 3144.199951171875, + 3171.199951171875, + 3136.199951171875, + 3118.199951171875, + 3141.599853515625, + 3146.099853515625, + 3154.199951171875, + 3161.699951171875, + 3162.199951171875, + 3167.199951171875, + 3138.89990234375, + 3161.39990234375, + 3137.199951171875, + 3142.199951171875, + 3134.699951171875, + 3125.199951171875, + 3150.199951171875, + 3153.699951171875, + 3167.699951171875, + 3160.199951171875, + 3161.699951171875, + 3163.699951171875, + 3180.699951171875, + 3183.699951171875, + 3207.199951171875, + 3192.199951171875, + 3154.099853515625, + 3145.599853515625, + 3166.699951171875, + 3164.699951171875, + 3152.199951171875, + 3176.199951171875, + 3165.199951171875, + 3151.199951171875, + 3150.699951171875, + 3187.699951171875, + 3164.699951171875, + 3120.699951171875, + 3127.199951171875, + 3100.699951171875, + 3104.699951171875, + 3134.699951171875, + 3154.199951171875, + 3150.199951171875, + 3156.199951171875, + 3168.699951171875, + 3151.099853515625, + 3127.099853515625, + 3145.699951171875, + 3154.199951171875, + 3146.699951171875, + 3140.699951171875, + 3167.199951171875, + 3175.199951171875, + 3166.699951171875, + 3142.699951171875, + 3143.699951171875, + 3131.199951171875, + 3146.199951171875, + 3148.199951171875, + 3155.199951171875, + 3155.199951171875, + 3142.199951171875, + 3153.699951171875, + 3154.699951171875, + 3165.199951171875, + 3192.199951171875, + 3193.699951171875, + 3179.199951171875, + 3182.199951171875, + 3173.199951171875, + 3183.199951171875, + 3164.699951171875, + 3153.199951171875, + 3147.699951171875, + 3167.199951171875, + 3162.199951171875, + 3163.699951171875, + 3169.199951171875, + 3142.699951171875, + 3138.199951171875, + 3129.699951171875, + 3138.699951171875, + 3136.599853515625, + 3116.89990234375, + 3135.5, + 3137.199951171875, + 3134.699951171875, + 3129.199951171875, + 3154.699951171875, + 3136.300048828125, + 3144.800048828125, + 3123.699951171875, + 3135.199951171875, + 3176.199951171875, + 3159.199951171875, + 3148.699951171875, + 3128.699951171875, + 3133.699951171875, + 3138.199951171875, + 3155.699951171875, + 3147.699951171875, + 3148.699951171875, + 3129.699951171875, + 3136.199951171875, + 3157.699951171875, + 3117.199951171875, + 3122.199951171875, + 3142.199951171875, + 3136.199951171875, + 3149.699951171875, + 3160.199951171875, + 3140.699951171875, + 3132.699951171875, + 3122.699951171875, + 3118.699951171875, + 3160.599853515625, + 3175.099853515625, + 3163.199951171875, + 3166.699951171875, + 3154.199951171875, + 3121.699951171875, + 3135.199951171875, + 3117.699951171875, + 3149.699951171875, + 3164.199951171875, + 3160.199951171875, + 3143.699951171875, + 3125.199951171875, + 3116.699951171875, + 3139.699951171875, + 3151.199951171875, + 3130.199951171875, + 3132.699951171875, + 3137.699951171875, + 3154.699951171875, + 3132.199951171875, + 3122.699951171875, + 3126.699951171875, + 3107.699951171875, + 3108.699951171875, + 3126.199951171875, + 3140.699951171875, + 3140.199951171875, + 3159.699951171875, + 3160.699951171875, + 3139.199951171875, + 3149.699951171875, + 3139.199951171875, + 3131.199951171875, + 3122.199951171875, + 3150.199951171875, + 3116.199951171875, + 3135.199951171875, + 3164.699951171875, + 3141.199951171875, + 3145.699951171875, + 3162.699951171875, + 3132.699951171875, + 3131.199951171875, + 3115.699951171875, + 3123.699951171875, + 3147.699951171875, + 3134.699951171875, + 3141.699951171875, + 3123.699951171875, + 3131.699951171875, + 3136.699951171875, + 3125.199951171875, + 3118.199951171875, + 3132.699951171875, + 3133.199951171875, + 3154.199951171875, + 3153.199951171875, + 3141.699951171875, + 3152.199951171875, + 3149.199951171875, + 3136.199951171875, + 3123.699951171875, + 3130.199951171875, + 3135.699951171875, + 3142.699951171875, + 3140.199951171875, + 3146.699951171875, + 3145.199951171875, + 3146.699951171875, + 3140.199951171875, + 3169.699951171875, + 3163.199951171875, + 3148.699951171875, + 3141.199951171875, + 3143.699951171875, + 3150.199951171875, + 3136.199951171875, + 3151.199951171875, + 3124.199951171875, + 3127.199951171875, + 3132.699951171875, + 3129.199951171875, + 3124.699951171875, + 3111.199951171875, + 3129.199951171875, + 3142.199951171875, + 3143.199951171875, + 3114.199951171875, + 3140.199951171875, + 3143.199951171875, + 3177.699951171875, + 3178.199951171875, + 3176.199951171875, + 3159.199951171875, + 3152.199951171875, + 3137.699951171875, + 3150.699951171875, + 3145.699951171875, + 3127.199951171875, + 3112.199951171875, + 3137.699951171875, + 3142.699951171875, + 3131.199951171875, + 3126.699951171875, + 3122.699951171875, + 3124.199951171875, + 3145.199951171875, + 3137.199951171875, + 3125.199951171875, + 3137.199951171875, + 3151.699951171875, + 3155.699951171875, + 3139.699951171875, + 3134.699951171875, + 3134.199951171875, + 3139.699951171875, + 3156.699951171875, + 3154.199951171875, + 3119.199951171875, + 3132.699951171875, + 3159.699951171875, + 3143.699951171875, + 3125.699951171875, + 3143.199951171875, + 3158.699951171875, + 3157.199951171875, + 3165.199951171875, + 3164.699951171875, + 3128.199951171875, + 3139.699951171875, + 3116.699951171875, + 3118.699951171875 + ], + [ + 2.20001220703125, + 0.89569091796875, + -16.54998779296875, + -32.0552978515625, + 5.4000244140625, + 15.79998779296875, + 54.4000244140625, + 82.20001220703125, + 84.0, + 36.20001220703125, + 35.20001220703125, + 36.20001220703125, + 30.0, + 48.20001220703125, + -16.0, + -15.5999755859375, + -38.79998779296875, + -33.5999755859375, + -38.20001220703125, + -40.5999755859375, + -36.20001220703125, + 3.4000244140625, + 104.79998779296875, + 164.20001220703125, + 242.20001220703125, + 264.4000244140625, + 312.39996337890625, + 331.39996337890625, + 344.00006103515625, + 408.79998779296875, + 438.39996337890625, + 476.20001220703125, + 500.79998779296875, + 497.39996337890625, + 510.20001220703125, + 539.6000366210938, + 619.7999877929688, + 724.2000122070312, + 797.7999877929688, + 845.2000122070312, + 858.3999633789062, + 845.6000366210938, + 972.0000610351562, + 1028.60009765625, + 1074.0, + 1172.199951171875, + 1213.800048828125, + 1333.099853515625, + 1505.099853515625, + 1634.300048828125, + 1720.699951171875, + 1781.89990234375, + 1911.300048828125, + 1949.5, + 2044.699951171875, + 2105.0, + 2099.39990234375, + 2170.800048828125, + 2216.599853515625, + 2269.800048828125, + 2308.0, + 2321.39990234375, + 2333.199951171875, + 2350.599853515625, + 2340.0, + 2383.0, + 2433.699951171875, + 2392.099853515625, + 2486.0, + 2467.699951171875, + 2421.599853515625, + 2423.699951171875, + 2329.300048828125, + 2287.800048828125, + 2264.5, + 2262.300048828125, + 2347.099853515625, + 2377.5, + 2427.39990234375, + 2472.699951171875, + 2423.0, + 2519.099853515625, + 2493.300048828125, + 2503.699951171875, + 2538.800048828125, + 2534.800048828125, + 2531.099853515625, + 2503.39990234375, + 2514.0, + 2501.099853515625, + 2488.0, + 2546.199951171875, + 2508.599853515625, + 2524.5, + 2497.39990234375, + 2393.5, + 2324.800048828125, + 2280.199951171875, + 2344.699951171875, + 2349.199951171875, + 2470.599853515625, + 2436.5, + 2424.800048828125, + 2423.89990234375, + 2431.699951171875, + 2452.099853515625, + 2461.599853515625, + 2423.39990234375, + 2386.300048828125, + 2401.89990234375, + 2391.300048828125, + 2376.300048828125, + 2381.599853515625, + 2408.699951171875, + 2445.699951171875, + 2497.39990234375, + 2492.300048828125, + 2503.5, + 2493.300048828125, + 2499.39990234375, + 2502.599853515625, + 2553.099853515625, + 2535.699951171875, + 2536.199951171875, + 2540.0, + 2472.89990234375, + 2511.099853515625, + 2516.300048828125, + 2542.099853515625, + 2565.599853515625, + 2572.300048828125, + 2555.800048828125, + 2524.5, + 2499.39990234375, + 2441.300048828125, + 2449.89990234375, + 2489.099853515625, + 2536.199951171875, + 2530.099853515625, + 2580.800048828125, + 2535.199951171875, + 2571.199951171875, + 2700.39990234375, + 2711.89990234375, + 2685.300048828125, + 2600.699951171875, + 2636.5, + 2612.699951171875, + 2668.89990234375, + 2660.199951171875, + 2698.89990234375, + 2694.300048828125, + 2728.89990234375, + 2788.39990234375, + 2848.89990234375, + 2905.89990234375, + 2936.89990234375, + 2934.800048828125, + 2929.199951171875, + 2894.199951171875, + 2778.199951171875, + 2795.300048828125, + 2742.5, + 2776.599853515625, + 2754.39990234375, + 2791.39990234375, + 2766.800048828125, + 2815.300048828125, + 2782.199951171875, + 2781.800048828125, + 2725.800048828125, + 2672.0, + 2785.0, + 2868.800048828125, + 2861.5, + 2823.800048828125, + 2780.89990234375, + 2744.39990234375, + 2826.5, + 2888.099853515625, + 2910.39990234375, + 2857.5, + 2844.699951171875, + 2889.300048828125, + 2930.199951171875, + 2819.300048828125, + 2853.199951171875, + 2857.800048828125, + 2866.0, + 2918.099853515625, + 2868.599853515625, + 2860.199951171875, + 2793.89990234375, + 2829.0, + 2766.599853515625, + 2835.199951171875, + 2825.599853515625, + 2855.199951171875, + 2956.5, + 2970.099853515625, + 3077.800048828125, + 3039.5, + 3036.800048828125, + 3140.0, + 3205.099853515625, + 3275.599853515625, + 3302.800048828125, + 3235.5, + 3191.39990234375, + 3158.89990234375, + 3122.300048828125, + 3155.699951171875, + 3108.800048828125, + 3048.0, + 3084.099853515625, + 3016.89990234375, + 2952.5, + 3003.800048828125, + 2978.599853515625, + 2982.89990234375, + 2989.89990234375, + 2933.39990234375, + 2932.5, + 3060.5, + 3140.300048828125, + 3206.699951171875, + 3203.599853515625, + 3096.599853515625, + 3079.800048828125, + 3144.300048828125, + 3183.39990234375, + 3182.300048828125, + 3252.300048828125, + 3253.300048828125, + 3243.5, + 3281.599853515625, + 3236.599853515625, + 3216.599853515625, + 3175.099853515625, + 3145.0, + 3185.89990234375, + 3220.300048828125, + 3170.39990234375, + 3175.099853515625, + 3175.5, + 3143.699951171875, + 3177.599853515625, + 3216.099853515625, + 3155.199951171875, + 3123.099853515625, + 3048.099853515625, + 3144.0, + 3130.599853515625, + 3239.300048828125, + 3225.39990234375, + 3281.599853515625, + 3248.89990234375, + 3249.099853515625, + 3256.699951171875, + 3358.699951171875, + 3381.999755859375, + 3363.5, + 3261.599853515625, + 3213.800048828125, + 3103.0, + 3183.599853515625, + 3212.099853515625, + 3323.800048828125, + 3337.599853515625, + 3300.800048828125, + 3239.300048828125, + 3278.0, + 3253.300048828125, + 3225.39990234375, + 3171.099853515625, + 3292.5, + 3390.300048828125, + 3394.300048828125, + 3354.0, + 3381.699951171875, + 3423.300048828125, + 3424.499755859375, + 3367.39990234375, + 3353.300048828125, + 3308.0, + 3236.599853515625, + 3321.099853515625, + 3376.800048828125, + 3479.699951171875, + 3407.199951171875, + 3399.499755859375, + 3275.800048828125, + 3330.599853515625, + 3371.39990234375, + 3517.099853515625, + 3449.800048828125, + 3443.400146484375, + 3349.0, + 3371.199951171875, + 3310.599853515625, + 3310.599853515625, + 3224.199951171875, + 3183.099853515625, + 3187.699951171875, + 3301.300048828125, + 3337.5, + 3379.599853515625, + 3339.300048828125, + 3356.099853515625, + 3339.099853515625, + 3317.300048828125, + 3336.39990234375, + 3361.5, + 3362.39990234375, + 3367.5, + 3326.699951171875, + 3434.400146484375, + 3393.800048828125, + 3427.400146484375, + 3385.900146484375, + 3441.199951171875, + 3435.999755859375, + 3508.900146484375, + 3521.699951171875, + 3495.900146484375, + 3412.900146484375, + 3321.300048828125, + 3351.800048828125, + 3322.099853515625, + 3392.099853515625, + 3470.099853515625, + 3414.800048828125, + 3398.199951171875, + 3382.300048828125, + 3418.800048828125, + 3422.800048828125, + 3434.099853515625, + 3441.800048828125, + 3398.900146484375, + 3376.699951171875, + 3385.599853515625, + 3329.599853515625, + 3398.400146484375, + 3420.599853515625, + 3539.300048828125, + 3479.099853515625, + 3452.699951171875, + 3462.699951171875, + 3535.099853515625, + 3515.699951171875, + 3539.699951171875, + 3442.099853515625, + 3462.699951171875, + 3395.800048828125, + 3402.900146484375, + 3395.800048828125, + 3439.999755859375, + 3465.099853515625, + 3419.800048828125, + 3447.099853515625, + 3476.499755859375, + 3488.499755859375, + 3488.599853515625, + 3505.900146484375, + 3568.099853515625, + 3560.699951171875, + 3542.199951171875, + 3570.199951171875, + 3541.099853515625, + 3501.400146484375, + 3449.199951171875, + 3499.599853515625, + 3454.499755859375, + 3497.800048828125, + 3417.699951171875, + 3452.800048828125, + 3407.999755859375, + 3421.400146484375, + 3406.099853515625, + 3472.800048828125, + 3509.199951171875, + 3520.900146484375, + 3476.400146484375, + 3419.099853515625, + 3398.800048828125, + 3375.5, + 3434.599853515625, + 3460.400146484375, + 3537.300048828125, + 3547.599853515625, + 3524.900146484375, + 3459.599853515625, + 3511.499755859375, + 3496.499755859375, + 3518.499755859375, + 3447.300048828125, + 3497.999755859375, + 3472.099853515625, + 3471.400146484375, + 3416.599853515625, + 3425.099853515625, + 3510.300048828125, + 3404.499755859375, + 3402.099853515625, + 3364.099853515625, + 3403.300048828125, + 3415.499755859375, + 3461.300048828125, + 3543.300048828125, + 3619.800048828125, + 3530.499755859375, + 3502.699951171875, + 3485.900146484375, + 3542.300048828125, + 3517.999755859375, + 3417.800048828125, + 3428.699951171875, + 3535.300048828125, + 3508.199951171875, + 3470.999755859375, + 3436.099853515625, + 3433.099853515625, + 3466.199951171875, + 3432.699951171875, + 3482.599853515625, + 3476.800048828125, + 3510.499755859375, + 3497.300048828125, + 3494.300048828125, + 3445.300048828125, + 3438.199951171875, + 3434.999755859375, + 3414.400146484375, + 3495.699951171875, + 3505.499755859375, + 3565.900146484375, + 3553.599853515625, + 3514.400146484375, + 3543.199951171875, + 3518.099853515625, + 3510.599853515625, + 3485.800048828125, + 3449.099853515625, + 3506.999755859375, + 3506.999755859375, + 3447.999755859375, + 3428.699951171875, + 3480.499755859375, + 3453.400146484375, + 3472.800048828125, + 3488.900146484375, + 3477.199951171875, + 3449.499755859375, + 3423.499755859375, + 3411.300048828125, + 3472.800048828125, + 3550.800048828125, + 3564.699951171875, + 3530.499755859375, + 3486.300048828125, + 3525.699951171875, + 3548.900146484375, + 3533.199951171875, + 3541.199951171875, + 3555.400146484375, + 3563.099853515625, + 3557.599853515625, + 3439.400146484375, + 3515.099853515625, + 3474.699951171875, + 3545.900146484375, + 3468.400146484375, + 3443.099853515625, + 3495.300048828125, + 3554.800048828125, + 3574.800048828125, + 3543.099853515625, + 3493.400146484375, + 3525.300048828125, + 3515.300048828125, + 3536.900146484375, + 3567.199951171875, + 3669.699951171875, + 3550.599853515625, + 3510.099853515625, + 3506.199951171875, + 3536.400146484375, + 3581.499755859375, + 3598.199951171875, + 3609.499755859375, + 3535.300048828125, + 3511.699951171875, + 3480.800048828125, + 3447.699951171875, + 3469.699951171875, + 3529.900146484375, + 3493.099853515625, + 3526.199951171875, + 3503.499755859375, + 3513.199951171875, + 3496.300048828125, + 3515.900146484375, + 3496.900146484375, + 3534.900146484375, + 3524.099853515625, + 3475.699951171875, + 3385.800048828125, + 3380.400146484375, + 3361.699951171875, + 3392.199951171875, + 3412.699951171875, + 3404.400146484375, + 3485.699951171875, + 3448.699951171875, + 3415.499755859375, + 3443.400146484375, + 3456.300048828125, + 3422.199951171875, + 3473.400146484375, + 3508.300048828125, + 3505.300048828125, + 3494.900146484375, + 3496.599853515625, + 3462.300048828125, + 3385.400146484375, + 3399.599853515625, + 3418.699951171875, + 3434.099853515625, + 3438.300048828125, + 3428.699951171875, + 3452.900146484375, + 3440.999755859375, + 3441.499755859375, + 3487.699951171875, + 3492.800048828125, + 3378.800048828125, + 3453.599853515625, + 3474.199951171875, + 3507.699951171875, + 3483.599853515625, + 3456.999755859375, + 3442.099853515625, + 3387.099853515625, + 3394.900146484375, + 3398.900146484375, + 3471.999755859375, + 3466.199951171875, + 3510.900146484375, + 3500.099853515625, + 3477.400146484375, + 3508.699951171875, + 3441.199951171875, + 3482.699951171875, + 3463.400146484375, + 3460.499755859375, + 3408.800048828125, + 3508.599853515625, + 3586.599853515625, + 3555.699951171875, + 3557.800048828125, + 3554.499755859375, + 3502.599853515625, + 3505.800048828125, + 3492.999755859375, + 3520.999755859375, + 3578.300048828125, + 3545.400146484375, + 3557.199951171875, + 3541.999755859375, + 3480.099853515625, + 3556.300048828125, + 3563.099853515625, + 3586.099853515625, + 3532.999755859375, + 3517.999755859375, + 3536.300048828125, + 3528.400146484375, + 3610.400146484375, + 3600.699951171875, + 3581.699951171875, + 3538.599853515625, + 3569.499755859375, + 3569.199951171875, + 3549.099853515625, + 3562.900146484375, + 3528.199951171875, + 3543.400146484375, + 3515.400146484375, + 3534.099853515625, + 3499.499755859375, + 3487.199951171875, + 3538.499755859375, + 3574.800048828125, + 3484.599853515625, + 3429.800048828125, + 3483.300048828125, + 3590.300048828125, + 3586.400146484375, + 3528.699951171875, + 3501.199951171875, + 3446.499755859375, + 3493.699951171875, + 3546.400146484375, + 3572.699951171875, + 3594.900146484375, + 3577.099853515625, + 3592.300048828125, + 3571.599853515625, + 3530.199951171875, + 3558.199951171875, + 3520.599853515625, + 3504.599853515625, + 3544.400146484375, + 3498.900146484375, + 3458.099853515625, + 3448.699951171875, + 3533.599853515625, + 3562.499755859375, + 3600.099853515625, + 3600.400146484375, + 3570.999755859375, + 3520.999755859375, + 3489.400146484375, + 3485.099853515625, + 3480.199951171875, + 3450.199951171875, + 3476.400146484375, + 3488.400146484375, + 3491.800048828125, + 3494.999755859375, + 3568.900146484375, + 3541.099853515625, + 3519.099853515625, + 3537.599853515625, + 3527.099853515625, + 3526.699951171875, + 3501.300048828125, + 3472.300048828125, + 3441.300048828125, + 3463.599853515625, + 3512.400146484375, + 3488.099853515625, + 3450.199951171875, + 3460.800048828125, + 3478.199951171875, + 3546.900146484375, + 3550.400146484375, + 3507.199951171875, + 3477.900146484375, + 3429.199951171875, + 3428.999755859375, + 3389.999755859375, + 3436.499755859375, + 3511.900146484375, + 3550.900146484375, + 3526.900146484375, + 3481.099853515625, + 3433.099853515625, + 3458.199951171875, + 3405.999755859375, + 3452.999755859375, + 3555.800048828125, + 3472.300048828125, + 3421.900146484375, + 3456.300048828125, + 3522.900146484375, + 3553.400146484375, + 3527.199951171875, + 3437.900146484375, + 3455.599853515625, + 3545.599853515625, + 3611.900146484375, + 3612.400146484375, + 3566.400146484375, + 3472.099853515625, + 3524.900146484375, + 3537.199951171875, + 3557.699951171875, + 3566.400146484375, + 3520.900146484375, + 3532.400146484375, + 3492.400146484375, + 3503.900146484375, + 3515.499755859375, + 3533.999755859375, + 3506.300048828125, + 3450.400146484375, + 3522.800048828125, + 3546.800048828125, + 3497.999755859375, + 3517.499755859375, + 3528.800048828125, + 3506.599853515625, + 3523.800048828125, + 3558.599853515625, + 3597.900146484375, + 3600.599853515625, + 3547.599853515625, + 3514.900146484375, + 3491.199951171875, + 3482.499755859375, + 3530.499755859375, + 3565.800048828125, + 3650.999755859375, + 3622.900146484375, + 3544.599853515625, + 3462.099853515625, + 3449.699951171875, + 3556.199951171875, + 3596.699951171875, + 3600.699951171875, + 3556.099853515625, + 3585.300048828125, + 3484.300048828125, + 3501.900146484375, + 3442.099853515625, + 3487.099853515625, + 3473.699951171875, + 3504.800048828125, + 3489.300048828125, + 3496.400146484375, + 3492.900146484375, + 3478.400146484375, + 3514.800048828125, + 3549.099853515625, + 3511.099853515625, + 3490.099853515625, + 3510.199951171875, + 3469.699951171875, + 3490.699951171875, + 3514.699951171875, + 3540.900146484375, + 3518.599853515625, + 3501.099853515625, + 3472.599853515625, + 3470.900146484375, + 3397.400146484375, + 3387.199951171875, + 3460.199951171875, + 3509.900146484375, + 3445.099853515625, + 3424.499755859375, + 3433.599853515625, + 3405.900146484375, + 3419.400146484375, + 3407.900146484375, + 3449.199951171875, + 3472.300048828125, + 3497.499755859375, + 3521.599853515625, + 3472.099853515625, + 3484.900146484375, + 3479.400146484375, + 3410.900146484375, + 3419.699951171875, + 3476.199951171875, + 3480.900146484375, + 3471.400146484375, + 3411.599853515625, + 3443.199951171875, + 3475.499755859375, + 3483.300048828125, + 3502.900146484375, + 3500.400146484375, + 3520.699951171875, + 3504.400146484375, + 3530.800048828125, + 3443.999755859375, + 3460.599853515625, + 3558.400146484375, + 3536.900146484375, + 3482.800048828125, + 3449.800048828125, + 3441.099853515625, + 3470.400146484375, + 3461.099853515625, + 3500.099853515625, + 3471.599853515625, + 3519.400146484375, + 3486.199951171875, + 3489.199951171875, + 3451.599853515625, + 3518.300048828125, + 3518.300048828125, + 3504.099853515625, + 3433.300048828125, + 3436.800048828125, + 3440.099853515625, + 3479.199951171875, + 3522.699951171875, + 3502.199951171875, + 3491.900146484375, + 3517.800048828125, + 3557.300048828125, + 3518.499755859375, + 3511.999755859375, + 3476.699951171875, + 3522.599853515625, + 3536.999755859375, + 3541.300048828125, + 3482.499755859375, + 3462.999755859375, + 3470.999755859375, + 3533.499755859375, + 3524.599853515625, + 3484.599853515625, + 3422.199951171875, + 3438.300048828125, + 3480.699951171875, + 3531.800048828125, + 3520.400146484375, + 3491.199951171875, + 3516.699951171875, + 3527.199951171875, + 3470.300048828125, + 3479.800048828125, + 3444.499755859375, + 3459.099853515625, + 3429.099853515625, + 3400.900146484375, + 3412.900146484375, + 3537.900146484375, + 3565.900146484375, + 3566.699951171875, + 3519.400146484375, + 3544.599853515625, + 3530.400146484375, + 3540.699951171875, + 3503.199951171875, + 3560.199951171875, + 3560.199951171875, + 3522.400146484375, + 3517.900146484375, + 3495.099853515625, + 3546.099853515625, + 3632.099853515625, + 3571.699951171875, + 3536.400146484375, + 3557.900146484375, + 3501.999755859375, + 3452.699951171875, + 3426.900146484375, + 3487.300048828125, + 3496.800048828125, + 3524.800048828125, + 3483.099853515625, + 3461.900146484375, + 3456.499755859375, + 3453.300048828125, + 3438.599853515625, + 3456.800048828125, + 3465.800048828125, + 3439.699951171875, + 3419.400146484375, + 3393.900146484375, + 3443.599853515625, + 3494.599853515625, + 3423.599853515625, + 3436.699951171875, + 3476.900146484375, + 3514.400146484375, + 3473.900146484375, + 3438.400146484375, + 3460.400146484375, + 3512.099853515625, + 3513.300048828125, + 3479.999755859375, + 3497.999755859375, + 3501.599853515625, + 3452.400146484375, + 3454.199951171875, + 3439.800048828125, + 3467.199951171875, + 3532.699951171875, + 3539.199951171875, + 3511.199951171875, + 3497.199951171875, + 3517.699951171875, + 3489.699951171875, + 3485.699951171875, + 3490.900146484375, + 3444.900146484375, + 3440.599853515625, + 3453.900146484375, + 3480.199951171875, + 3486.699951171875, + 3478.900146484375, + 3439.599853515625, + 3483.800048828125, + 3474.499755859375, + 3497.900146484375, + 3457.599853515625, + 3448.699951171875, + 3447.900146484375, + 3439.099853515625, + 3420.599853515625, + 3406.199951171875, + 3431.199951171875, + 3413.400146484375, + 3434.199951171875, + 3473.199951171875, + 3471.300048828125, + 3514.300048828125, + 3524.599853515625, + 3507.499755859375, + 3437.999755859375, + 3476.499755859375, + 3498.099853515625, + 3486.699951171875, + 3514.199951171875, + 3496.900146484375, + 3443.599853515625, + 3400.599853515625, + 3435.800048828125, + 3511.300048828125, + 3503.400146484375, + 3480.900146484375, + 3459.199951171875, + 3526.199951171875, + 3546.699951171875, + 3536.199951171875, + 3538.199951171875, + 3478.099853515625, + 3474.599853515625, + 3463.699951171875, + 3520.199951171875, + 3535.900146484375, + 3530.900146484375, + 3507.900146484375, + 3531.900146484375, + 3451.699951171875, + 3401.199951171875, + 3347.699951171875, + 3462.199951171875, + 3545.199951171875, + 3538.400146484375, + 3491.599853515625, + 3493.599853515625, + 3468.599853515625, + 3468.099853515625, + 3462.400146484375, + 3399.699951171875, + 3430.199951171875, + 3447.900146484375, + 3468.900146484375, + 3450.699951171875, + 3498.699951171875, + 3467.900146484375, + 3497.400146484375, + 3543.699951171875, + 3521.900146484375, + 3502.400146484375, + 3488.699951171875, + 3521.199951171875, + 3484.199951171875, + 3502.199951171875, + 3530.900146484375, + 3495.900146484375, + 3497.099853515625, + 3504.900146484375, + 3495.199951171875, + 3407.699951171875, + 3418.199951171875, + 3441.099853515625, + 3480.300048828125, + 3464.199951171875, + 3430.300048828125, + 3428.400146484375, + 3414.900146484375, + 3471.199951171875, + 3486.199951171875, + 3514.699951171875, + 3433.199951171875, + 3441.699951171875, + 3406.699951171875, + 3452.699951171875, + 3423.999755859375, + 3431.999755859375, + 3424.699951171875, + 3418.900146484375, + 3502.900146484375, + 3506.900146484375, + 3484.400146484375, + 3435.199951171875, + 3403.699951171875, + 3420.699951171875, + 3477.199951171875, + 3460.199951171875, + 3397.699951171875, + 3428.699951171875, + 3432.900146484375, + 3451.900146484375, + 3409.400146484375, + 3433.699951171875, + 3396.199951171875, + 3436.199951171875, + 3493.199951171875, + 3466.699951171875, + 3455.699951171875, + 3483.199951171875 + ] + ], + "sample_efficiencies": [ + [ + 9.999999747378752e-05, + 2.056230187008623e-05, + 2.911359661084134e-05, + 2.733300243562553e-05, + 2.4791985197225586e-05, + 2.266091905767098e-05, + 2.092072281811852e-05, + 1.9502567738527432e-05, + 1.8265140170115046e-05, + 1.7232352547580376e-05, + 1.6396012142649852e-05, + 1.5648965927539393e-05, + 1.4987561371526681e-05, + 1.437805167370243e-05, + 1.3765369658358395e-05, + 1.3201112778915558e-05, + 1.2683939530688804e-05, + 1.2214848538860679e-05, + 1.1794959391409066e-05, + 1.1416175766498782e-05, + 1.1099463335995097e-05, + 1.083010920410743e-05, + 1.0591366844892036e-05, + 1.038387472362956e-05, + 1.0170407222176436e-05, + 9.933642104442697e-06, + 9.69338452705415e-06, + 9.468713869864587e-06, + 9.246271474694367e-06, + 9.040119948622305e-06, + 8.844690455589443e-06, + 8.63948753249133e-06, + 8.454612725472543e-06, + 8.276354492409155e-06, + 8.10106848803116e-06, + 7.944530807435513e-06, + 7.792587894073222e-06, + 7.63942898629466e-06, + 7.494545116060181e-06, + 7.350450687226839e-06, + 7.213433946162695e-06, + 7.08824654793716e-06, + 6.9711181822640356e-06, + 6.861494966869941e-06, + 6.756327366019832e-06, + 6.655222023255192e-06, + 6.560331712535117e-06, + 6.466219019785058e-06, + 6.376496457960457e-06, + 6.285073595790891e-06, + 6.194887191668386e-06, + 6.1081968851794954e-06, + 6.025737548043253e-06, + 5.954634616500698e-06, + 5.890982265555067e-06, + 5.8342889133200515e-06, + 5.7902784647012595e-06, + 5.743643669120502e-06, + 5.6995818340510596e-06, + 5.6636263252585195e-06, + 5.613248958979966e-06, + 5.562749720411375e-06, + 5.502457497641444e-06, + 5.440470431494759e-06, + 5.384493761084741e-06, + 5.3364078667073045e-06, + 5.29612043465022e-06, + 5.256086296867579e-06, + 5.227721430856036e-06, + 5.208616585150594e-06, + 5.211147708905628e-06, + 5.256076747173211e-06, + 5.3328508329286706e-06, + 5.4847246246936265e-06, + 5.738754680351121e-06, + 6.130024303274695e-06, + 6.716848474752624e-06, + 7.53196763980668e-06, + 8.719388461031485e-06, + 1.0441068297950551e-05, + 1.3290179595060181e-05, + 1.848473220888991e-05, + 3.363494397490285e-05, + -0.0005105345044285059, + -2.347176632611081e-05, + -1.0618551641528029e-05, + -6.4495429796807e-06, + -4.428662123245886e-06, + -3.2912635106185917e-06, + -2.5352082957397215e-06, + -2.0001093616883736e-06, + -1.604070689609216e-06, + -1.284142285840062e-06, + -1.0265845276080654e-06, + -8.262680921689025e-07, + -6.646894235018408e-07, + -5.287902240525e-07, + -4.1454248389527493e-07, + -3.134082646738534e-07, + -2.1933502125648374e-07, + -1.38146447170584e-07, + -6.950068609512527e-08, + -9.065836081845191e-09, + 4.1985071419503583e-08, + 8.696039799360733e-08, + 1.2844196817241027e-07, + 1.655399728406337e-07, + 1.999328986812543e-07, + 2.3245027591656253e-07, + 2.6225279725622386e-07, + 2.893984287766216e-07, + 3.130523964500753e-07, + 3.335784697355848e-07, + 3.517593256674445e-07, + 3.683813076804654e-07, + 3.847680147828214e-07, + 3.99741281853494e-07, + 4.134774371777894e-07, + 4.264135782250378e-07, + 4.3803220250993036e-07, + 4.492957543789089e-07, + 4.6003685838513775e-07, + 4.700986551142705e-07, + 4.798473014488991e-07, + 4.886845772489323e-07, + 4.970208919985453e-07, + 5.044688009547826e-07, + 5.112842700327747e-07, + 5.175840556148614e-07, + 5.233191586739849e-07, + 5.288403031045164e-07, + 5.339123276826285e-07, + 5.387206556406454e-07, + 5.432554530671041e-07, + 5.473727355820301e-07, + 5.512424081643985e-07, + 5.548149033529626e-07, + 5.579839239544526e-07, + 5.610049242932291e-07, + 5.638958100462332e-07, + 5.665542630595155e-07, + 5.691322826351097e-07, + 5.715215820600861e-07, + 5.738056074733322e-07, + 5.75919045786577e-07, + 5.778315426141489e-07, + 5.795669153485505e-07, + 5.811889423057437e-07, + 5.82758616474166e-07, + 5.842290988766763e-07, + 5.855878271177062e-07, + 5.867939307790948e-07, + 5.87870772505994e-07, + 5.88830857850553e-07, + 5.896876018596231e-07, + 5.904777822252072e-07, + 5.911613243370084e-07, + 5.91782622905157e-07, + 5.923322987655411e-07, + 5.927960273766075e-07, + 5.932121212026686e-07, + 5.935606850471231e-07, + 5.938392746429599e-07, + 5.940631808698527e-07, + 5.942295615568582e-07, + 5.943404062236368e-07, + 5.944001486568595e-07, + 5.944109489064431e-07, + 5.943772976024775e-07, + 5.942985694673553e-07, + 5.941756171523593e-07, + 5.940119649494591e-07, + 5.938115350545559e-07, + 5.935752369623515e-07, + 5.93307959206868e-07, + 5.930046995672456e-07, + 5.926644348619448e-07, + 5.92310698266374e-07, + 5.91923537740513e-07, + 5.915230190112197e-07, + 5.910853815294104e-07, + 5.906304068048485e-07, + 5.901529789298365e-07, + 5.896657171433617e-07, + 5.89153898999939e-07, + 5.886013809686119e-07, + 5.880395406165917e-07, + 5.874396720173536e-07, + 5.868280936738302e-07, + 5.862131615685939e-07, + 5.85589930324204e-07, + 5.849540229974082e-07, + 5.842991868121317e-07, + 5.836196805830696e-07, + 5.829244855704019e-07, + 5.822047910442052e-07, + 5.814738983644929e-07, + 5.807259526591224e-07, + 5.799479367851745e-07, + 5.791514468000969e-07, + 5.783500114375784e-07, + 5.775502245342068e-07, + 5.767408879364666e-07, + 5.759202394983731e-07, + 5.750891887146281e-07, + 5.742322173318826e-07, + 5.733797934226459e-07, + 5.725215146412665e-07, + 5.716705118175014e-07, + 5.70793474707898e-07, + 5.698998393199872e-07, + 5.68989662497188e-07, + 5.680980734723562e-07, + 5.672031306858116e-07, + 5.662993203259248e-07, + 5.653934067595401e-07, + 5.644898806167475e-07, + 5.635959041683236e-07, + 5.626877168651845e-07, + 5.617897613774403e-07, + 5.608893616226851e-07, + 5.599799806077499e-07, + 5.590553087131411e-07, + 5.581195523518545e-07, + 5.571808401327871e-07, + 5.562566798289481e-07, + 5.553093842536327e-07, + 5.543432166632556e-07, + 5.533842113436549e-07, + 5.524373136722716e-07, + 5.515155407920247e-07, + 5.505848434950167e-07, + 5.496361268342298e-07, + 5.486653549269249e-07, + 5.477088507177541e-07, + 5.467572350426053e-07, + 5.458246619127749e-07, + 5.449121545098023e-07, + 5.439974302134942e-07, + 5.43074577308289e-07, + 5.421399578153796e-07, + 5.412128416537598e-07, + 5.402594069892075e-07, + 5.393094397732057e-07, + 5.383399752645346e-07, + 5.373835278987826e-07, + 5.364471462598885e-07, + 5.355021244213276e-07, + 5.34564321696962e-07, + 5.336372623787611e-07, + 5.32716001089284e-07, + 5.317916134117695e-07, + 5.308708068696433e-07, + 5.299420990922954e-07, + 5.290187914397393e-07, + 5.280997470435977e-07, + 5.271653549243638e-07, + 5.261977094050962e-07, + 5.252273922451423e-07, + 5.242591782916861e-07, + 5.233364959167375e-07, + 5.224050028118654e-07, + 5.214945986153907e-07, + 5.205868092161836e-07, + 5.196997108214418e-07, + 5.188080081097723e-07, + 5.179153390599822e-07, + 5.170012968847004e-07, + 5.160865157449734e-07, + 5.151840696271393e-07, + 5.142794634593884e-07, + 5.133899207976356e-07, + 5.124791755406477e-07, + 5.115608701089513e-07, + 5.106344929117768e-07, + 5.097172106616199e-07, + 5.08821983657981e-07, + 5.079587026557419e-07, + 5.070848487775947e-07, + 5.062073000772216e-07, + 5.053253175901773e-07, + 5.044444719715102e-07, + 5.035630579186545e-07, + 5.026849976275116e-07, + 5.018269462198077e-07, + 5.009727601645864e-07, + 5.00111639212264e-07, + 4.992382969248865e-07, + 4.983691610505048e-07, + 4.97495932449965e-07, + 4.966222491020744e-07, + 4.957382202519511e-07, + 4.948731771037274e-07, + 4.940336566505721e-07, + 4.932197157359042e-07, + 4.924184509036422e-07, + 4.916089437756455e-07, + 4.907985839963658e-07, + 4.899673626823642e-07, + 4.891337539447704e-07, + 4.882879807155405e-07, + 4.874564183410257e-07, + 4.866254244006996e-07, + 4.857984094996937e-07, + 4.849661650041526e-07, + 4.841393206334033e-07, + 4.833232765122375e-07, + 4.825117798645806e-07, + 4.81684651276737e-07, + 4.808683229384769e-07, + 4.800689339390374e-07, + 4.792986487700546e-07, + 4.785275109497888e-07, + 4.77747846616694e-07, + 4.769324846165546e-07, + 4.761193110880413e-07, + 4.753134135171422e-07, + 4.7452422791138815e-07, + 4.737344738714455e-07, + 4.729409113224392e-07, + 4.7216443022080057e-07, + 4.713800763056497e-07, + 4.7059265284588037e-07, + 4.6980591150713735e-07, + 4.69029515670627e-07, + 4.682680412315676e-07, + 4.675123363995226e-07, + 4.6676299803039e-07, + 4.66016075506559e-07, + 4.6527406993845943e-07, + 4.6454053403977014e-07, + 4.638165762571589e-07, + 4.630973649000225e-07, + 4.6236442585723125e-07, + 4.6162955413819873e-07, + 4.6088510430308816e-07, + 4.6014145027584163e-07, + 4.5939913206893834e-07, + 4.5868671350035584e-07, + 4.579701453621965e-07, + 4.572710281536274e-07, + 4.565640097098367e-07, + 4.5585065322484297e-07, + 4.551284575882164e-07, + 4.544111789073213e-07, + 4.5370936163635633e-07, + 4.5301294449018314e-07, + 4.523130883171689e-07, + 4.515901537160971e-07, + 4.5086468958288606e-07, + 4.5012964733359695e-07, + 4.4942061094843666e-07, + 4.4870256488138693e-07, + 4.4800987097914913e-07, + 4.4732141191161645e-07, + 4.466229768240737e-07, + 4.4593284087568463e-07, + 4.4524736608764215e-07, + 4.4457863168645417e-07, + 4.439072824879986e-07, + 4.4323363113107916e-07, + 4.425507995620137e-07, + 4.4186359104969597e-07, + 4.4118098685430596e-07, + 4.405186189160304e-07, + 4.398528403726232e-07, + 4.391875449982763e-07, + 4.3851727582477906e-07, + 4.3784777403743647e-07, + 4.3718046072172e-07, + 4.365053598576196e-07, + 4.3583915498857095e-07, + 4.3518159031918913e-07, + 4.3451473175082356e-07, + 4.338546943927213e-07, + 4.3318263465152995e-07, + 4.3251426973256457e-07, + 4.318493722621497e-07, + 4.3119868564645003e-07, + 4.3055081277998397e-07, + 4.2990401993847627e-07, + 4.2925367438328976e-07, + 4.28601794055794e-07, + 4.2795539911821834e-07, + 4.273147453659476e-07, + 4.2668679611779226e-07, + 4.260642754161381e-07, + 4.2543987888166157e-07, + 4.248043126153789e-07, + 4.2417215695422783e-07, + 4.235357380366622e-07, + 4.2290457713534124e-07, + 4.222700056288886e-07, + 4.216373952203867e-07, + 4.2101879671463394e-07, + 4.204141248465021e-07, + 4.198229817120591e-07, + 4.192194751340139e-07, + 4.1861562749545556e-07, + 4.180023438493663e-07, + 4.1740102574294724e-07, + 4.1681323637021706e-07, + 4.162166646892729e-07, + 4.156157160650764e-07, + 4.150179790940456e-07, + 4.1442760334575723e-07, + 4.1384271298738895e-07, + 4.132510298404668e-07, + 4.126600572362804e-07, + 4.120613823488384e-07, + 4.1146839180328243e-07, + 4.108869120500458e-07, + 4.1031404407476657e-07, + 4.0974416037897754e-07, + 4.091700702701928e-07, + 4.086044214091089e-07, + 4.080354756297311e-07, + 4.0747457319412206e-07, + 4.069057695232914e-07, + 4.0633915432408685e-07, + 4.057704927618033e-07, + 4.052014617172972e-07, + 4.0464604467160825e-07, + 4.0408889390164404e-07, + 4.035358358578378e-07, + 4.0299229908669076e-07, + 4.024589372875198e-07, + 4.019290713586088e-07, + 4.0138593249139376e-07, + 4.008493021956383e-07, + 4.003080391612457e-07, + 3.997581075054768e-07, + 3.99200786205256e-07, + 3.986646675002703e-07, + 3.9812925933802035e-07, + 3.975910374265368e-07, + 3.9705918197796564e-07, + 3.965295718444395e-07, + 3.960088008625462e-07, + 3.9549163943775056e-07, + 3.949746485432115e-07, + 3.944512627640506e-07, + 3.93923471619928e-07, + 3.9339280988315295e-07, + 3.9286325659304566e-07, + 3.9234703308466123e-07, + 3.9183896660688333e-07, + 3.9133635709731607e-07, + 3.90843268860408e-07, + 3.9035734289427637e-07, + 3.8985928085821797e-07, + 3.8936371993258945e-07, + 3.888655442096933e-07, + 3.883804708948446e-07, + 3.8789298173469433e-07, + 3.8739401020393416e-07, + 3.868973976750567e-07, + 3.864063558012276e-07, + 3.8591664974774176e-07, + 3.854320027585345e-07, + 3.84956649668311e-07, + 3.8447984707090654e-07, + 3.840066824523092e-07, + 3.8353073250618763e-07, + 3.830514287983533e-07, + 3.825623196007655e-07, + 3.8206601971069176e-07, + 3.8157421045070805e-07, + 3.8108296962491295e-07, + 3.8059772577980766e-07, + 3.801133345859853e-07, + 3.796296823566081e-07, + 3.7914782069492503e-07, + 3.786521460824588e-07, + 3.7815843256794324e-07, + 3.7766776017633674e-07, + 3.7718533008046506e-07, + 3.7670042729587294e-07, + 3.7622049831043114e-07, + 3.7574244515781174e-07, + 3.752662394163053e-07, + 3.7479026104847435e-07, + 3.7431604482662806e-07, + 3.738399811936688e-07, + 3.733677260697732e-07, + 3.729061006652046e-07, + 3.72447118479613e-07, + 3.719777907917887e-07, + 3.7151329479456763e-07, + 3.710548526214552e-07, + 3.7059953683638014e-07, + 3.701414641454903e-07, + 3.69691548485207e-07, + 3.692424570544972e-07, + 3.687987089051603e-07, + 3.683519480546238e-07, + 3.6790430613109493e-07, + 3.674655886243272e-07, + 3.6702411421174475e-07, + 3.665838903543772e-07, + 3.661368452867464e-07, + 3.656916192085191e-07, + 3.652513385077327e-07, + 3.64803241836853e-07, + 3.6436011896512355e-07, + 3.6391139701663633e-07, + 3.634631298155e-07, + 3.6301139516581316e-07, + 3.62576741963494e-07, + 3.621463804392988e-07, + 3.6172443174109503e-07, + 3.6129790714767296e-07, + 3.608721499404055e-07, + 3.6043985573996906e-07, + 3.6001367220706015e-07, + 3.595863233840646e-07, + 3.5915365970140556e-07, + 3.5871502745976613e-07, + 3.5828540490001615e-07, + 3.5786410990112927e-07, + 3.5744810134019644e-07, + 3.570346791548218e-07, + 3.566245823094505e-07, + 3.562068400242424e-07, + 3.5579623158810136e-07, + 3.553767271569086e-07, + 3.5496375971888483e-07, + 3.545464153376088e-07, + 3.541447597399383e-07, + 3.537494137617614e-07, + 3.5335190773366776e-07, + 3.52952014281982e-07, + 3.525519218783302e-07, + 3.521612086387904e-07, + 3.517632762850553e-07, + 3.5135946063746815e-07, + 3.509591124384315e-07, + 3.5056402225563943e-07, + 3.5017077948396036e-07, + 3.4977244922629325e-07, + 3.4937639270538057e-07, + 3.489761581931816e-07, + 3.4858823028116603e-07, + 3.482059582893271e-07, + 3.478243684185145e-07, + 3.4743851529128733e-07, + 3.470464378096949e-07, + 3.466608120561432e-07, + 3.462701840817317e-07, + 3.4588538255775347e-07, + 3.4549751148915675e-07, + 3.4511387525526516e-07, + 3.4472461152290634e-07, + 3.443437321948295e-07, + 3.439667182192352e-07, + 3.435999076373264e-07, + 3.432280664128484e-07, + 3.4286145478290564e-07, + 3.4249083569193317e-07, + 3.421238545797678e-07, + 3.417538891881122e-07, + 3.413824742892757e-07, + 3.410174258533516e-07, + 3.4064990472870704e-07, + 3.4027962669824774e-07, + 3.3990693282248685e-07, + 3.395407475181855e-07, + 3.3917172004294116e-07, + 3.388021525552176e-07, + 3.384348303825391e-07, + 3.3806173860284616e-07, + 3.376945016952959e-07, + 3.3732817428244743e-07, + 3.369682417542208e-07, + 3.366051828379568e-07, + 3.362454776834056e-07, + 3.3589074632800475e-07, + 3.3553101275174413e-07, + 3.3516843700454046e-07, + 3.3480102956673363e-07, + 3.3444038649577124e-07, + 3.340855982969515e-07, + 3.33732344870441e-07, + 3.333892379941972e-07, + 3.3304513635812327e-07, + 3.326900070987904e-07, + 3.323339683447557e-07, + 3.319869676943199e-07, + 3.316469019409851e-07, + 3.313081151645747e-07, + 3.309656051442289e-07, + 3.3062079296541924e-07, + 3.302796471871261e-07, + 3.2993912668644043e-07, + 3.295961050753249e-07, + 3.292554993095109e-07, + 3.289201515599416e-07, + 3.285861396307155e-07, + 3.2825528251123615e-07, + 3.279231748365419e-07, + 3.275935682722775e-07, + 3.2725952792134194e-07, + 3.269275623551948e-07, + 3.2659957582836796e-07, + 3.2627451673761243e-07, + 3.259472123318119e-07, + 3.2562155638515833e-07, + 3.252908697959356e-07, + 3.249603537369694e-07, + 3.246320545713388e-07, + 3.2430330065835733e-07, + 3.2397772997683205e-07, + 3.2365258562094823e-07, + 3.233283507597662e-07, + 3.2299749364028685e-07, + 3.2266947869175056e-07, + 3.223375699690223e-07, + 3.2201660360442474e-07, + 3.2169842256735137e-07, + 3.213810657598515e-07, + 3.2106405001286475e-07, + 3.207510417269077e-07, + 3.2043752185018093e-07, + 3.201149922915647e-07, + 3.197888247541414e-07, + 3.194635382897104e-07, + 3.191470909769123e-07, + 3.188324342318083e-07, + 3.1851791959525144e-07, + 3.1820158596929105e-07, + 3.178872418629908e-07, + 3.1757454621583747e-07, + 3.172635842929594e-07, + 3.169563740357262e-07, + 3.1664757216276485e-07, + 3.1634087349630136e-07, + 3.1602985473000444e-07, + 3.1572045600114507e-07, + 3.1541148359792714e-07, + 3.151089629227499e-07, + 3.1480647066928213e-07, + 3.1450630899598764e-07, + 3.1420353252542554e-07, + 3.139030297916179e-07, + 3.1360283969661396e-07, + 3.1329977900895756e-07, + 3.130026584585721e-07, + 3.1270980116460123e-07, + 3.1242350928550877e-07, + 3.1212948670145124e-07, + 3.118298366189265e-07, + 3.1153373925008054e-07, + 3.1123508392738586e-07, + 3.109402655354643e-07, + 3.1065073358149675e-07, + 3.1035625625008834e-07, + 3.100601020378235e-07, + 3.0976630682744144e-07, + 3.094766896083456e-07, + 3.091869871241215e-07, + 3.0889509616827127e-07, + 3.086025230913947e-07, + 3.0831336061964976e-07, + 3.0802598871559894e-07, + 3.077373946780426e-07, + 3.07444224745268e-07, + 3.071543233090779e-07, + 3.0686760510434397e-07, + 3.0658202376798727e-07, + 3.0629988145847165e-07, + 3.0602092238041223e-07, + 3.0574173592867737e-07, + 3.054628336940368e-07, + 3.051800376852043e-07, + 3.048917278647423e-07, + 3.046054075639404e-07, + 3.0432718745032616e-07, + 3.0405374218389625e-07, + 3.037816895812284e-07, + 3.035074769286439e-07, + 3.032286315374222e-07, + 3.029499566764571e-07, + 3.0267250394899747e-07, + 3.023907879651233e-07, + 3.0211049306672066e-07, + 3.0183704780029075e-07, + 3.0157033847899584e-07, + 3.0130448180898384e-07, + 3.010291607097315e-07, + 3.0074752999098564e-07, + 3.004713562404504e-07, + 3.002000710239372e-07, + 2.999304911099898e-07, + 2.9966679448989453e-07, + 2.9940480317236506e-07, + 2.9913610433141e-07, + 2.988658422964363e-07, + 2.9859336336812703e-07, + 2.983220497299044e-07, + 2.9805073609168176e-07, + 2.9777990562251944e-07, + 2.9751441843473003e-07, + 2.972493007291632e-07, + 2.9697801551265e-07, + 2.9671406309716986e-07, + 2.9645482868545514e-07, + 2.961949121527141e-07, + 2.959343134989467e-07, + 2.956749085569754e-07, + 2.954182605208189e-07, + 2.9515828714465897e-07, + 2.9489888220268767e-07, + 2.946415804672142e-07, + 2.943832555502013e-07, + 2.9412211688395473e-07, + 2.9386217192950426e-07, + 2.936047565071931e-07, + 2.933462042165047e-07, + 2.9309188676052145e-07, + 2.928441347194166e-07, + 2.9259493317113083e-07, + 2.923457032011356e-07, + 2.9209078888925433e-07, + 2.9183559036027873e-07, + 2.915863319685741e-07, + 2.913359082867828e-07, + 2.910815339873807e-07, + 2.9082463015583926e-07, + 2.905724727497727e-07, + 2.903216511640494e-07, + 2.9007549073867267e-07, + 2.898307798204769e-07, + 2.895818624892854e-07, + 2.8933669682373875e-07, + 2.890930659305013e-07, + 2.888522487864975e-07, + 2.886057188788982e-07, + 2.8835404464189196e-07, + 2.8809901664317294e-07, + 2.8784941719095514e-07, + 2.87605473658914e-07, + 2.873656228530308e-07, + 2.871273352411663e-07, + 2.8689024134109786e-07, + 2.866471504603396e-07, + 2.8640647542488296e-07, + 2.861672214748978e-07, + 2.8592776857294666e-07, + 2.856841945231281e-07, + 2.854407625818567e-07, + 2.8519926331682655e-07, + 2.849586167030793e-07, + 2.8471978907873563e-07, + 2.8447948352550156e-07, + 2.8424304332475003e-07, + 2.8400691576280224e-07, + 2.8376837235555286e-07, + 2.835258214872738e-07, + 2.832859422596812e-07, + 2.8304839361226186e-07, + 2.828173251145927e-07, + 2.82587677702395e-07, + 2.8235774607310304e-07, + 2.8212795655235823e-07, + 2.8189822387503227e-07, + 2.816731523580529e-07, + 2.8144967245680164e-07, + 2.8122693151999556e-07, + 2.8099867677156e-07, + 2.807717294217582e-07, + 2.8054310519110004e-07, + 2.8031726628796605e-07, + 2.800920242407301e-07, + 2.7986612849417725e-07, + 2.796387263970246e-07, + 2.794076578993554e-07, + 2.791768451970711e-07, + 2.789476241105149e-07, + 2.7872013674823393e-07, + 2.7849438311022823e-07, + 2.7827633175547817e-07, + 2.7806223101833893e-07, + 2.7784480494119634e-07, + 2.776240819457598e-07, + 2.7740591690417205e-07, + 2.771882350316446e-07, + 2.7696796678355895e-07, + 2.7674502689478686e-07, + 2.765223712231091e-07, + 2.7630099452835566e-07, + 2.760850748018129e-07, + 2.7587358886194124e-07, + 2.756600565589906e-07, + 2.7544285785552347e-07, + 2.752247212356451e-07, + 2.750106204985059e-07, + 2.7479643449623836e-07, + 2.745792073710618e-07, + 2.7436024652160995e-07, + 2.741418256846373e-07, + 2.7392516699364933e-07, + 2.737077977599256e-07, + 2.7349358333594864e-07, + 2.732807047323149e-07, + 2.7306833771945094e-07, + 2.7285457804282487e-07, + 2.726403351971385e-07, + 2.7242697342444444e-07, + 2.722134979649127e-07, + 2.720027225677768e-07, + 2.71790696615426e-07, + 2.7157818749401486e-07, + 2.713653941555094e-07, + 2.711570061819657e-07, + 2.709485329432937e-07, + 2.7074031550000655e-07, + 2.7053306439484004e-07, + 2.703250174818095e-07, + 2.701179937503184e-07, + 2.6991060053660476e-07, + 2.697027525755402e-07, + 2.6949226139549864e-07, + 2.69280377551695e-07, + 2.6906627681455575e-07, + 2.688520908122882e-07, + 2.686384732442093e-07, + 2.68425026206387e-07, + 2.682112381080515e-07, + 2.68000093228693e-07, + 2.677906820736098e-07, + 2.675817825092963e-07, + 2.673713197509642e-07, + 2.671623349215224e-07, + 2.66954430117039e-07, + 2.667525222932454e-07, + 2.6655061446945183e-07, + 2.6634722871676786e-07, + 2.661436440121179e-07, + 2.659409119587508e-07, + 2.657367303982028e-07, + 2.655352773217601e-07, + 2.6533689378993586e-07, + 2.651396755481983e-07, + 2.6494288363210217e-07, + 2.6474592118574947e-07, + 2.6455214197085297e-07, + 2.6435543531988515e-07, + 2.6415887077746447e-07, + 2.639582703523047e-07, + 2.6375829520475236e-07, + 2.6355738214078883e-07, + 2.6335800384913455e-07, + 2.6316021717320837e-07, + 2.6296277155779535e-07, + 2.6276609332853695e-07, + 2.625721720050933e-07, + 2.6237682959617814e-07, + 2.621798103064066e-07, + 2.619819383653521e-07, + 2.6179006340498745e-07, + 2.6159653998547583e-07, + 2.614019933844247e-07, + 2.61209322616196e-07, + 2.6101398020728084e-07, + 2.608198599318712e-07, + 2.6062593860842753e-07, + 2.6043599632430414e-07, + 2.602463098355656e-07, + 2.6005471909229527e-07, + 2.598642367956927e-07, + 2.5967273131755064e-07, + 2.594788952592353e-07, + 2.5928542868314253e-07, + 2.5909201895046863e-07, + 2.588997176644625e-07, + 2.587114238394861e-07, + 2.5852571639006783e-07, + 2.5833830363808374e-07, + 2.581529656708881e-07, + 2.5796745717343583e-07, + 2.577825171101722e-07, + 2.5759871391528577e-07, + 2.5741425702108245e-07, + 2.572308801518375e-07, + 2.570477874996868e-07, + 2.5686497906463046e-07, + 2.566848991136794e-07, + 2.5650430757195863e-07, + 2.56323659186819e-07, + 2.5614085075176263e-07, + 2.5595764441277424e-07, + 2.557760865329328e-07, + 2.5559515393069887e-07, + 2.5541510240145726e-07, + 2.5523820568196243e-07, + 2.5506088263682614e-07, + 2.5488012056484877e-07, + 2.546981647810753e-07, + 2.5451740270909795e-07, + 2.5433547534703393e-07, + 2.5415235427317384e-07, + 2.539705974413664e-07, + 2.5378889745297784e-07, + 2.5360688482578553e-07, + 2.534241900775669e-07, + 2.5324521857328364e-07, + 2.5306368911515165e-07, + 2.528821312353102e-07, + 2.527013407416234e-07, + 2.525214597426384e-07, + 2.523433693113475e-07, + 2.521648525544151e-07, + 2.5198755793098826e-07, + 2.5181162754961406e-07, + 2.51633593961742e-07, + 2.514558730126737e-07, + 2.5127792468992993e-07, + 2.511036427677027e-07, + 2.509290197849623e-07, + 2.507564431653009e-07, + 2.505780116734968e-07, + 2.5040148443622456e-07, + 2.5022751515280106e-07, + 2.500548248463019e-07, + 2.4987750180116564e-07, + 2.4969963874355017e-07, + 2.495218893727724e-07, + 2.493457600394322e-07, + 2.4916792540352617e-07, + 2.489904318281333e-07, + 2.488143877599214e-07, + 2.486407026935922e-07, + 2.484679839653836e-07, + 2.482921388491377e-07, + 2.4811720322759356e-07, + 2.4794266550998145e-07, + 2.4777082785476523e-07, + 2.476012070928846e-07, + 2.47432382138868e-07, + 2.472593791935651e-07, + 2.470869162607414e-07, + 2.4691709654689475e-07, + 2.4674631049492746e-07, + 2.465739612489415e-07, + 2.464006740865443e-07, + 2.46229689082611e-07, + 2.460623704791942e-07, + 2.4589462555013597e-07, + 2.4572887014073785e-07, + 2.455635694786906e-07, + 2.453987235639943e-07, + 2.452356397952826e-07, + 2.4507451712452166e-07, + 2.449147018523945e-07, + 2.447526128435129e-07, + 2.4458569214402814e-07, + 2.4442118728984497e-07, + 2.442601498842123e-07, + 2.441006756725983e-07, + 2.439421393773955e-07, + 2.4378158514082315e-07, + 2.4362032036151504e-07, + 2.4346010718545585e-07, + 2.433004056001664e-07, + 2.431402776892355e-07, + 2.429804339953989e-07, + 2.428196239634417e-07, + 2.426621961149067e-07, + 2.425043987841491e-07, + 2.423456066935614e-07, + 2.421845977096382e-07, + 2.420238445210998e-07, + 2.4186269342862943e-07, + 2.4170202550521935e-07, + 2.4154471134352207e-07, + 2.4138765297720965e-07, + 2.412337209989346e-07, + 2.4108027218971984e-07, + 2.409269086456334e-07, + 2.40772294546332e-07, + 2.4061765202532115e-07, + 2.4046426005952526e-07, + 2.4031263023971405e-07, + 2.401587266831484e-07, + 2.3999984932743246e-07, + 2.398413698756485e-07, + 2.396837146534381e-07, + 2.3952523520165414e-07, + 2.3936584625516844e-07, + 2.3921094793877273e-07, + 2.3905801072032773e-07, + 2.38904959815045e-07, + 2.387519373314717e-07, + 2.385968684848194e-07, + 2.3844575025577797e-07, + 2.3829441886391578e-07, + 2.3814307326119888e-07, + 2.3799047710326704e-07, + 2.37839088867986e-07, + 2.3769032964082726e-07 + ], + [ + 0.00010000000474974513, + 7.734082464594394e-05, + 6.071437383070588e-05, + 5.334457819117233e-05, + 5.007124855183065e-05, + 4.6617278712801635e-05, + 4.287892079446465e-05, + 3.9038270188029855e-05, + 3.520486643537879e-05, + 3.2392610592069104e-05, + 3.083053888985887e-05, + 2.951084024971351e-05, + 2.892580050684046e-05, + 2.9250884836073965e-05, + 3.040758747374639e-05, + 3.2715593988541514e-05, + 3.50367663486395e-05, + 3.674099571071565e-05, + 3.787790046771988e-05, + 3.9475897210650146e-05, + 3.808753172052093e-05, + 3.518210360198282e-05, + 3.137500971206464e-05, + 2.8500391636043787e-05, + 2.646335087774787e-05, + 2.4912926164688542e-05, + 2.3490538296755403e-05, + 2.1672733055311255e-05, + 1.9779608919634484e-05, + 1.7912223484017886e-05, + 1.6417650840594433e-05, + 1.5035985597933177e-05, + 1.3421588846540544e-05, + 1.1956906746490858e-05, + 1.0594412742648274e-05, + 9.475345905229915e-06, + 8.455554052488878e-06, + 7.5746879701910075e-06, + 6.896309969306458e-06, + 6.366060915752314e-06, + 5.942831194261089e-06, + 5.577160663960967e-06, + 5.253791186987655e-06, + 4.918242211715551e-06, + 4.632029686035821e-06, + 4.363061634649057e-06, + 4.132418325752951e-06, + 3.935094355256297e-06, + 3.75514946426847e-06, + 3.600277068471769e-06, + 3.455520527495537e-06, + 3.326957994431723e-06, + 3.2114810437633423e-06, + 3.107656311840401e-06, + 3.0162223083607387e-06, + 2.9308964712981833e-06, + 2.8549677608680213e-06, + 2.785968945318018e-06, + 2.7228404633206083e-06, + 2.6659288323571673e-06, + 2.6137449822272174e-06, + 2.5646354515629355e-06, + 2.5191163786075776e-06, + 2.4745677364990115e-06, + 2.4322259832842974e-06, + 2.391992893535644e-06, + 2.3535872060165275e-06, + 2.317768348802929e-06, + 2.2841418285679538e-06, + 2.2521171558764763e-06, + 2.222579496446997e-06, + 2.19447429117281e-06, + 2.1675334664905677e-06, + 2.1420296434371267e-06, + 2.1173034383537015e-06, + 2.0934760414093034e-06, + 2.0704217149614124e-06, + 2.048329179160646e-06, + 2.0271418179618195e-06, + 2.0065169792360393e-06, + 1.9860635802615434e-06, + 1.966777972484124e-06, + 1.947831151483115e-06, + 1.9296962818771135e-06, + 1.9125202470604563e-06, + 1.8949433524539927e-06, + 1.877569843600213e-06, + 1.8611358427733649e-06, + 1.8450009520165622e-06, + 1.829358780014445e-06, + 1.8140517568099312e-06, + 1.7986290004046168e-06, + 1.7834186110121664e-06, + 1.768758238540613e-06, + 1.7546192339068512e-06, + 1.7410363852832234e-06, + 1.7277965298490017e-06, + 1.7147683593066176e-06, + 1.701691871858202e-06, + 1.6886025377971237e-06, + 1.6759819345679716e-06, + 1.6637611679470865e-06, + 1.651873390073888e-06, + 1.6405296037191874e-06, + 1.6291719475702848e-06, + 1.6180476904992247e-06, + 1.607067815712071e-06, + 1.5960691825966933e-06, + 1.5852676824579248e-06, + 1.5742606365165557e-06, + 1.5632301710866159e-06, + 1.552547246319591e-06, + 1.5418228258567979e-06, + 1.5315063137677498e-06, + 1.5213921642498462e-06, + 1.5114687812456395e-06, + 1.5019611510069808e-06, + 1.4928343716746895e-06, + 1.484056383560528e-06, + 1.4754567700947518e-06, + 1.4667971299786586e-06, + 1.458022893530142e-06, + 1.4494498827843927e-06, + 1.4411212987397448e-06, + 1.4332001683214912e-06, + 1.425505502083979e-06, + 1.417788780599949e-06, + 1.4101151464274153e-06, + 1.402264160788036e-06, + 1.394423634337727e-06, + 1.3868460655430681e-06, + 1.379524633193796e-06, + 1.3724257996727829e-06, + 1.3651430208483362e-06, + 1.357810219815292e-06, + 1.350653292320203e-06, + 1.3435769687930588e-06, + 1.3369192402024055e-06, + 1.3300799537319108e-06, + 1.3233744766694144e-06, + 1.3167240240363753e-06, + 1.3101338254273287e-06, + 1.3038256838626694e-06, + 1.2974637684237678e-06, + 1.2910850273328833e-06, + 1.2847657444581273e-06, + 1.2783741567545803e-06, + 1.271946757697151e-06, + 1.2657069419219624e-06, + 1.259631176253606e-06, + 1.25359531466529e-06, + 1.2477396467147628e-06, + 1.2419578752087546e-06, + 1.236179514307878e-06, + 1.2306184089538874e-06, + 1.2252024816916673e-06, + 1.2199662933198852e-06, + 1.2147955885666306e-06, + 1.2095973715986474e-06, + 1.2044404229527572e-06, + 1.1990725852228934e-06, + 1.1938317356907646e-06, + 1.1886174888786627e-06, + 1.18344519250968e-06, + 1.178370666821138e-06, + 1.173405962617835e-06, + 1.1685228855640162e-06, + 1.1636568615358556e-06, + 1.1587817425606772e-06, + 1.153782022811356e-06, + 1.148889168689493e-06, + 1.143995177699253e-06, + 1.1392188525860547e-06, + 1.1344270660629263e-06, + 1.129776137531735e-06, + 1.1250575653320993e-06, + 1.1205241889911122e-06, + 1.1160819894939777e-06, + 1.1116034102087724e-06, + 1.1071413155150367e-06, + 1.1026364745703177e-06, + 1.0982920457536238e-06, + 1.0940136689896462e-06, + 1.089703346224269e-06, + 1.0854253105208045e-06, + 1.0811176025526947e-06, + 1.0769200571303372e-06, + 1.0729504538176116e-06, + 1.0690615681596682e-06, + 1.065156311597093e-06, + 1.0612254754960304e-06, + 1.0571710618023644e-06, + 1.0530031886446523e-06, + 1.0488445241207955e-06, + 1.0448542298036045e-06, + 1.0409155493107392e-06, + 1.0369825531597598e-06, + 1.033054672916478e-06, + 1.029043119160633e-06, + 1.0250796549371444e-06, + 1.021090724862006e-06, + 1.0172167321798042e-06, + 1.013382984638156e-06, + 1.0096226787936757e-06, + 1.0059160331366002e-06, + 1.002243493530841e-06, + 9.986318900701008e-07, + 9.94957190414425e-07, + 9.91298861663381e-07, + 9.876481499304646e-07, + 9.841227210927173e-07, + 9.805959280129173e-07, + 9.771139275471796e-07, + 9.73660121417197e-07, + 9.702986289994442e-07, + 9.670113740867237e-07, + 9.63742536441714e-07, + 9.604913202565513e-07, + 9.572577255312353e-07, + 9.540171959088184e-07, + 9.507573395239888e-07, + 9.474638318351936e-07, + 9.440874464416993e-07, + 9.40808661198389e-07, + 9.376595357935003e-07, + 9.345745297650865e-07, + 9.315166948908882e-07, + 9.284893280891993e-07, + 9.255149961973075e-07, + 9.225763619724603e-07, + 9.195798043037939e-07, + 9.16614112611569e-07, + 9.137078222920536e-07, + 9.108560448112257e-07, + 9.079711844606209e-07, + 9.050974085766939e-07, + 9.021583196044958e-07, + 8.992525408757501e-07, + 8.964381663645327e-07, + 8.936995072872378e-07, + 8.910528208616597e-07, + 8.884085787030926e-07, + 8.857442708176677e-07, + 8.830561455397401e-07, + 8.804110507298901e-07, + 8.778604865256057e-07, + 8.752792837185552e-07, + 8.726497640054731e-07, + 8.699342970430735e-07, + 8.672399189890712e-07, + 8.646007358947827e-07, + 8.620276616966294e-07, + 8.595080203122052e-07, + 8.569809324399102e-07, + 8.545081868760462e-07, + 8.520395908817591e-07, + 8.495755992043996e-07, + 8.4714804415853e-07, + 8.447003096989647e-07, + 8.422473456448643e-07, + 8.397829560635728e-07, + 8.373118021154369e-07, + 8.34896184187528e-07, + 8.325665135089366e-07, + 8.302943115268135e-07, + 8.279980079350935e-07, + 8.257020454038866e-07, + 8.23377774850087e-07, + 8.211005706471042e-07, + 8.188172273548844e-07, + 8.165375220414717e-07, + 8.142329193105979e-07, + 8.119420726870885e-07, + 8.096720307548821e-07, + 8.074753736764251e-07, + 8.053488613768423e-07, + 8.032625942178129e-07, + 8.011425620679802e-07, + 7.990489052644989e-07, + 7.969765078996716e-07, + 7.94946686255571e-07, + 7.928831564640859e-07, + 7.90759145274933e-07, + 7.886109756327642e-07, + 7.864360327403119e-07, + 7.843350999792165e-07, + 7.822560519343824e-07, + 7.802899517628248e-07, + 7.783397677485482e-07, + 7.764147085254081e-07, + 7.744781100882392e-07, + 7.724872261860583e-07, + 7.704702511546202e-07, + 7.684789125050884e-07, + 7.665219072805485e-07, + 7.646012250006606e-07, + 7.626501883351011e-07, + 7.606902272527805e-07, + 7.587192953906197e-07, + 7.56803444801335e-07, + 7.54932216295856e-07, + 7.53081451421167e-07, + 7.512596198466781e-07, + 7.494386409234721e-07, + 7.476284054064308e-07, + 7.458205573129817e-07, + 7.440430067617854e-07, + 7.422880230478768e-07, + 7.40564985335368e-07, + 7.388525204987673e-07, + 7.371277774836926e-07, + 7.353738169513235e-07, + 7.336228691201541e-07, + 7.318935786315706e-07, + 7.301960636141303e-07, + 7.285251513167168e-07, + 7.268734520948783e-07, + 7.252211844388512e-07, + 7.235857424348069e-07, + 7.219530289148679e-07, + 7.203656764431798e-07, + 7.187538813013816e-07, + 7.171016704887734e-07, + 7.154430363698339e-07, + 7.13796794116206e-07, + 7.121695944078965e-07, + 7.105453505573678e-07, + 7.089531095516577e-07, + 7.073763867992966e-07, + 7.058252435854229e-07, + 7.042417564662173e-07, + 7.026714570201875e-07, + 7.010966669440677e-07, + 6.995543344601174e-07, + 6.98052076586464e-07, + 6.966157002352702e-07, + 6.951676141397911e-07, + 6.937074772395135e-07, + 6.922419402144442e-07, + 6.908000500516209e-07, + 6.893862405377149e-07, + 6.879714078422694e-07, + 6.865573709546879e-07, + 6.851107627880992e-07, + 6.836233410467685e-07, + 6.821497890996397e-07, + 6.806992018937308e-07, + 6.792778890485351e-07, + 6.778610668334295e-07, + 6.764582280993636e-07, + 6.750601073690632e-07, + 6.736763111803157e-07, + 6.722967782479827e-07, + 6.709077524647e-07, + 6.694982630506274e-07, + 6.681148647658119e-07, + 6.667494290013565e-07, + 6.653887112406665e-07, + 6.640096330556844e-07, + 6.626394224440446e-07, + 6.612655170101789e-07, + 6.599286166419915e-07, + 6.586150220755371e-07, + 6.573130235665303e-07, + 6.559984626619553e-07, + 6.546733288814721e-07, + 6.533512078021886e-07, + 6.520407396237715e-07, + 6.507415264422889e-07, + 6.494678927992936e-07, + 6.481791388068814e-07, + 6.469309710155358e-07, + 6.456795631493151e-07, + 6.444626592383429e-07, + 6.432134114220389e-07, + 6.419708711291605e-07, + 6.407366299754358e-07, + 6.395020477611979e-07, + 6.382625201695191e-07, + 6.370420919665776e-07, + 6.358333166645025e-07, + 6.34642276509112e-07, + 6.334328759294294e-07, + 6.322028980321193e-07, + 6.30984402505419e-07, + 6.297951244960132e-07, + 6.286110760811425e-07, + 6.274348720580747e-07, + 6.26267592451768e-07, + 6.251032687032421e-07, + 6.239478693714773e-07, + 6.227617745935277e-07, + 6.215871053427691e-07, + 6.204219857863791e-07, + 6.192693717821385e-07, + 6.181004437166848e-07, + 6.169424295876524e-07, + 6.158040832815459e-07, + 6.14656073594233e-07, + 6.135147714303457e-07, + 6.123889306763886e-07, + 6.112892947385262e-07, + 6.102166025812039e-07, + 6.09145388352772e-07, + 6.080852017475991e-07, + 6.070259246371279e-07, + 6.059715929040976e-07, + 6.049001513019903e-07, + 6.038386572981835e-07, + 6.027636914041068e-07, + 6.016939551045652e-07, + 6.006380317558069e-07, + 5.996117806716939e-07, + 5.985847337797168e-07, + 5.975385874990025e-07, + 5.965017066955625e-07, + 5.954509560979204e-07, + 5.944098688814847e-07, + 5.93379013480444e-07, + 5.923633921156579e-07, + 5.913707923355105e-07, + 5.903766577830538e-07, + 5.893630259379279e-07, + 5.8833751381826e-07, + 5.873428676750336e-07, + 5.863610681444698e-07, + 5.853923426002439e-07, + 5.844057113790768e-07, + 5.834072567267867e-07, + 5.823924880132836e-07, + 5.813994334857853e-07, + 5.804328111480572e-07, + 5.794625508315221e-07, + 5.784972358924279e-07, + 5.775600016022508e-07, + 5.766416393271356e-07, + 5.757163989983383e-07, + 5.74781324758078e-07, + 5.738226036555716e-07, + 5.728801397708594e-07, + 5.719446107832482e-07, + 5.710040227313584e-07, + 5.700703127331508e-07, + 5.691492219739303e-07, + 5.682359756065125e-07, + 5.673040845977084e-07, + 5.663697493218933e-07, + 5.654402457366814e-07, + 5.645402438858582e-07, + 5.636415494336688e-07, + 5.627269388241984e-07, + 5.618161367237917e-07, + 5.609037998510757e-07, + 5.59997886284691e-07, + 5.59103966679686e-07, + 5.582367066381266e-07, + 5.573616022047645e-07, + 5.564787102230184e-07, + 5.555994562200794e-07, + 5.547294108509959e-07, + 5.538692562367942e-07, + 5.53011318515928e-07, + 5.521578714251518e-07, + 5.513056180461717e-07, + 5.504504656528297e-07, + 5.49600088106672e-07, + 5.487483463184617e-07, + 5.478999582919641e-07, + 5.470692485687323e-07, + 5.462405283651606e-07, + 5.453998142002092e-07, + 5.445637043521856e-07, + 5.437223649096268e-07, + 5.428738063528726e-07, + 5.420151865109801e-07, + 5.41162535228068e-07, + 5.403250042945729e-07, + 5.394952040660428e-07, + 5.386556267694687e-07, + 5.378157652558002e-07, + 5.369839186641912e-07, + 5.36161508080113e-07, + 5.353358005777409e-07, + 5.345235649656388e-07, + 5.33723891749105e-07, + 5.329158057065797e-07, + 5.321141998138046e-07, + 5.313106044013693e-07, + 5.305162744662084e-07, + 5.297277994031901e-07, + 5.289344358061498e-07, + 5.281371500132082e-07, + 5.273420242701832e-07, + 5.265489448902372e-07, + 5.257654152046598e-07, + 5.249859782452404e-07, + 5.242218890089134e-07, + 5.234755917626899e-07, + 5.227195742918411e-07, + 5.219485501584131e-07, + 5.211823008721694e-07, + 5.204175295148161e-07, + 5.196573624743905e-07, + 5.188957175050746e-07, + 5.181402684684144e-07, + 5.173810677661095e-07, + 5.166187406757672e-07, + 5.158591989129491e-07, + 5.150998276803875e-07, + 5.143429575582559e-07, + 5.135922265253612e-07, + 5.128450197844359e-07, + 5.12111910211388e-07, + 5.113803354106494e-07, + 5.106641651764221e-07, + 5.099579425404954e-07, + 5.092493893243955e-07, + 5.08533673837519e-07, + 5.078101708022587e-07, + 5.070968995823932e-07, + 5.063840831098787e-07, + 5.056729150965111e-07, + 5.049649303145998e-07, + 5.042615498496161e-07, + 5.035603294345492e-07, + 5.02857176343241e-07, + 5.021511242375709e-07, + 5.014472890252364e-07, + 5.007478307561541e-07, + 5.000468945581815e-07, + 4.993545417164569e-07, + 4.986780481885944e-07, + 4.979920618097822e-07, + 4.973085765413998e-07, + 4.966342999068729e-07, + 4.959621264788439e-07, + 4.952943299940671e-07, + 4.94619314395095e-07, + 4.939435598316777e-07, + 4.932740580443351e-07, + 4.92598246637499e-07, + 4.91921525735961e-07, + 4.9123997314382e-07, + 4.905602395410824e-07, + 4.898876682091213e-07, + 4.892143010692962e-07, + 4.885451971858856e-07, + 4.878830281995761e-07, + 4.872255203736131e-07, + 4.865685809818387e-07, + 4.859163595938298e-07, + 4.852651613873604e-07, + 4.846152137361059e-07, + 4.839675966650248e-07, + 4.833174784835137e-07, + 4.826753183806431e-07, + 4.820361141355534e-07, + 4.813979899154219e-07, + 4.807578193322115e-07, + 4.801237309948192e-07, + 4.794911205863173e-07, + 4.788578849002079e-07, + 4.782162932315259e-07, + 4.775870934281556e-07, + 4.769574957208533e-07, + 4.763370498039876e-07, + 4.757160354529333e-07, + 4.7509325895589427e-07, + 4.7447767315134115e-07, + 4.738617747079843e-07, + 4.7325158902822295e-07, + 4.7264620661735535e-07, + 4.7203681674545805e-07, + 4.714298995622812e-07, + 4.7082033916012733e-07, + 4.7021234195199213e-07, + 4.6960482791291724e-07, + 4.6900385086701135e-07, + 4.684121677200892e-07, + 4.678271920965926e-07, + 4.6723980062779447e-07, + 4.666472648295894e-07, + 4.660542174406146e-07, + 4.654663428027561e-07, + 4.648899505355075e-07, + 4.6430994871116127e-07, + 4.637328174794675e-07, + 4.631549188616191e-07, + 4.6258000452326087e-07, + 4.6200452175071405e-07, + 4.6142784526637115e-07, + 4.608519361681829e-07, + 4.6027952294025454e-07, + 4.5970773498993367e-07, + 4.591290121425118e-07, + 4.585484987273958e-07, + 4.5797253278578864e-07, + 4.5740949872197234e-07, + 4.568560427742341e-07, + 4.5629923306478304e-07, + 4.55736284266095e-07, + 4.551774566152744e-07, + 4.546218974610383e-07, + 4.5407028892441303e-07, + 4.535170603503502e-07, + 4.529659634044947e-07, + 4.524186465459934e-07, + 4.5186968122834514e-07, + 4.513247233717266e-07, + 4.5078485300109605e-07, + 4.5024651740277477e-07, + 4.49713894568049e-07, + 4.4917896957485937e-07, + 4.4863978132525517e-07, + 4.4810204258283193e-07, + 4.4756998818229476e-07, + 4.47044101292704e-07, + 4.4651682173935114e-07, + 4.459928391042922e-07, + 4.454697091205162e-07, + 4.4495700990410114e-07, + 4.444459307251236e-07, + 4.4393343046067457e-07, + 4.434135973951925e-07, + 4.4288978529039014e-07, + 4.4237137331037957e-07, + 4.418513697146409e-07, + 4.413300587202684e-07, + 4.408148868151329e-07, + 4.4030349499735166e-07, + 4.3979588326692465e-07, + 4.3928736204179586e-07, + 4.3877753341803327e-07, + 4.382690406146139e-07, + 4.3776202574008494e-07, + 4.372550392872654e-07, + 4.367458643628197e-07, + 4.3624027057376225e-07, + 4.3574107166932663e-07, + 4.352415601260873e-07, + 4.3473767163959565e-07, + 4.342314525729307e-07, + 4.337264556397713e-07, + 4.3322873466422607e-07, + 4.327349074628728e-07, + 4.322473330375942e-07, + 4.3175901964787045e-07, + 4.312673524964339e-07, + 4.3077437794636353e-07, + 4.3028185814364406e-07, + 4.297910436434904e-07, + 4.292975290809409e-07, + 4.2881094941549236e-07, + 4.283326404674881e-07, + 4.278540188806801e-07, + 4.2736945715660113e-07, + 4.2688330381679407e-07, + 4.2640945707717037e-07, + 4.2593700300130877e-07, + 4.254678458437411e-07, + 4.2499797814343765e-07, + 4.245283093951002e-07, + 4.2405559952385374e-07, + 4.2358766449979157e-07, + 4.231214916217141e-07, + 4.2265509136996116e-07, + 4.221880089971819e-07, + 4.21717913923203e-07, + 4.21252167370767e-07, + 4.207870460959384e-07, + 4.2032348801512853e-07, + 4.1985919096987345e-07, + 4.1939551920222584e-07, + 4.18932955881246e-07, + 4.1847289367069607e-07, + 4.1801848738032277e-07, + 4.1756788959901314e-07, + 4.1711319909154554e-07, + 4.166557516782632e-07, + 4.162068023561005e-07, + 4.1576168996471097e-07, + 4.1531933447913616e-07, + 4.148727157371468e-07, + 4.144302749864437e-07, + 4.139917848533514e-07, + 4.135515609959839e-07, + 4.1310909182357136e-07, + 4.126626436118386e-07, + 4.1222122604267497e-07, + 4.117767389288929e-07, + 4.113326497190428e-07, + 4.108877362796193e-07, + 4.1045069565370795e-07, + 4.1001845829669037e-07, + 4.0958775571198203e-07, + 4.091577920917189e-07, + 4.087312674982968e-07, + 4.083050839653879e-07, + 4.078792699147016e-07, + 4.074520632002532e-07, + 4.070243164733256e-07, + 4.0660137301529176e-07, + 4.0617689478494867e-07, + 4.0575329762759793e-07, + 4.053306668083678e-07, + 4.0491153185939766e-07, + 4.0448750837640546e-07, + 4.0406374068879813e-07, + 4.0364477627008455e-07, + 4.032294782518875e-07, + 4.028123612442869e-07, + 4.023952726583957e-07, + 4.019834705104586e-07, + 4.015711567717517e-07, + 4.0115878618962597e-07, + 4.0074587559502106e-07, + 4.00337512473925e-07, + 3.9992761458051973e-07, + 3.995165513970278e-07, + 3.9910864302328264e-07, + 3.987039178809937e-07, + 3.9830294440434955e-07, + 3.9790594996702566e-07, + 3.975057154548267e-07, + 3.971049409301486e-07, + 3.967097370605188e-07, + 3.9631547110730025e-07, + 3.959171124279237e-07, + 3.9552077168991673e-07, + 3.9512602256763785e-07, + 3.947326376874116e-07, + 3.943412991702644e-07, + 3.9394731743414013e-07, + 3.935538472887856e-07, + 3.931639298571099e-07, + 3.927757745714189e-07, + 3.9238517501871684e-07, + 3.9199238699438865e-07, + 3.916002810910868e-07, + 3.9121192685342976e-07, + 3.9082584635252715e-07, + 3.9044388699949195e-07, + 3.9006434349175834e-07, + 3.8967968407632725e-07, + 3.892988900133787e-07, + 3.889163622261549e-07, + 3.885327259922633e-07, + 3.8815147718196386e-07, + 3.877719905176491e-07, + 3.8739224805794947e-07, + 3.870165699026984e-07, + 3.8663981172248896e-07, + 3.8626066611868737e-07, + 3.8588655115745496e-07, + 3.8551542047571274e-07, + 3.851423855394387e-07, + 3.847696632419684e-07, + 3.8439677041424147e-07, + 3.8402387758651457e-07, + 3.836517521449423e-07, + 3.8327985407704546e-07, + 3.8291210557872546e-07, + 3.8254256651271135e-07, + 3.821766654255043e-07, + 3.818110201336822e-07, + 3.814470517227164e-07, + 3.810849875662825e-07, + 3.8072084862506017e-07, + 3.8035710758776986e-07, + 3.799925707426155e-07, + 3.7962971077831753e-07, + 3.7926747609162703e-07, + 3.7890583826083457e-07, + 3.7854303513995546e-07, + 3.781807151881367e-07, + 3.778165478252049e-07, + 3.77454881572703e-07, + 3.7709838807131746e-07, + 3.7674362829420716e-07, + 3.763872200579499e-07, + 3.760318065815227e-07, + 3.7567860999843106e-07, + 3.753235091608076e-07, + 3.7497039784284425e-07, + 3.746196171050542e-07, + 3.7426966059683764e-07, + 3.739163787486177e-07, + 3.735663938186917e-07, + 3.7322203638723295e-07, + 3.7287767895577417e-07, + 3.725369879248319e-07, + 3.7219658111098397e-07, + 3.718536163432873e-07, + 3.715092589118285e-07, + 3.711660667704564e-07, + 3.7082295989421254e-07, + 3.7047922774036124e-07, + 3.701381672271964e-07, + 3.698004320540349e-07, + 3.694613894822396e-07, + 3.6912217638018774e-07, + 3.687844696287357e-07, + 3.684481271193363e-07, + 3.681096529817296e-07, + 3.677710651572852e-07, + 3.6743412579198775e-07, + 3.671004265015654e-07, + 3.667673524887505e-07, + 3.664362679955957e-07, + 3.661043024294486e-07, + 3.657728484540712e-07, + 3.6544130921356555e-07, + 3.6511048051579564e-07, + 3.6478169818110473e-07, + 3.644524326773535e-07, + 3.641237356077909e-07, + 3.6379464063429623e-07, + 3.6346344245430373e-07, + 3.631327842867904e-07, + 3.6280431459090323e-07, + 3.624762427989481e-07, + 3.6214979104443046e-07, + 3.6182299822939967e-07, + 3.6149879178992705e-07, + 3.61176404339858e-07, + 3.6085526744500385e-07, + 3.605327947298065e-07, + 3.6021148730469577e-07, + 3.598907198920642e-07, + 3.59570037744561e-07, + 3.592527093587705e-07, + 3.5893648941964784e-07, + 3.5862174740941555e-07, + 3.583067496037984e-07, + 3.5799263287117356e-07, + 3.5768107409239747e-07, + 3.573683216018253e-07, + 3.57056023858604e-07, + 3.567446071883751e-07, + 3.564343558082328e-07, + 3.5612220017355867e-07, + 3.55812517227605e-07, + 3.555026353296853e-07, + 3.551953966507426e-07, + 3.5488770322444907e-07, + 3.5457657077131444e-07, + 3.542677688983531e-07, + 3.539605870628293e-07, + 3.5365599160286365e-07, + 3.533514814080263e-07, + 3.5304717016515497e-07, + 3.5274175047561585e-07, + 3.524377234498388e-07, + 3.5213423643654096e-07, + 3.5183313684683526e-07, + 3.5153203725712956e-07, + 3.512294597385335e-07, + 3.509313728500274e-07, + 3.506333712266496e-07, + 3.5033406220463803e-07, + 3.500359184727131e-07, + 3.497370641980524e-07, + 3.494378404411691e-07, + 3.491410325295874e-07, + 3.488455604383489e-07, + 3.4855159469771024e-07, + 3.482585952951922e-07, + 3.479622421309614e-07, + 3.4766515000228537e-07, + 3.473697063327563e-07, + 3.470745468803216e-07, + 3.467811211521621e-07, + 3.464912481376814e-07, + 3.462007214238838e-07, + 3.4591235476000293e-07, + 3.456216006725299e-07, + 3.4533007919890224e-07, + 3.450394956416858e-07, + 3.4475095844754833e-07, + 3.4446472341187473e-07, + 3.441797673531255e-07, + 3.43893276522067e-07, + 3.4360630252194824e-07, + 3.4332177278884046e-07, + 3.4303758411624585e-07, + 3.4275348070877953e-07, + 3.4246838254148315e-07, + 3.4218587074974494e-07, + 3.419047232000594e-07, + 3.4162377460233984e-07, + 3.4134504289795586e-07, + 3.410667659409228e-07, + 3.4078740895893134e-07, + 3.405073130124947e-07, + 3.402277855002467e-07, + 3.399470642762026e-07, + 3.3966679779950937e-07, + 3.3938897558982717e-07, + 3.391107270545035e-07, + 3.3883395644807024e-07, + 3.3855840797514247e-07, + 3.382841384791391e-07, + 3.3800796472860384e-07, + 3.377352584266191e-07, + 3.3746138683454774e-07, + 3.371854688793974e-07, + 3.369121372998052e-07, + 3.366388909853413e-07, + 3.3636470675446617e-07, + 3.360936489116284e-07, + 3.358232163463981e-07, + 3.355546311922808e-07, + 3.3528581866448803e-07, + 3.3501547136438603e-07, + 3.3474674410172156e-07, + 3.3447790315221937e-07, + 3.3421108014408674e-07, + 3.339440581839881e-07, + 3.3367712148901774e-07, + 3.3341166272293776e-07, + 3.3314728398181614e-07, + 3.328821378545399e-07, + 3.3261744647461455e-07, + 3.3235147611776483e-07, + 3.320860741951037e-07, + 3.31822150201333e-07, + 3.315577998819208e-07, + 3.3129421694866323e-07, + 3.3103219720942434e-07, + 3.3077168382078526e-07, + 3.305111135887273e-07, + 3.3025054335666937e-07, + 3.2998988785948313e-07, + 3.297298860616138e-07, + 3.2946985584203503e-07, + 3.2921039405664487e-07, + 3.289513017534773e-07, + 3.286932042101398e-07, + 3.284331455688516e-07, + 3.281741101091029e-07, + 3.279167231085012e-07, + 3.276604161328578e-07, + 3.274043649525993e-07, + 3.271482569289219e-07, + 3.2689374052097264e-07, + 3.2663845672686875e-07, + 3.263858161517419e-07, + 3.2613337452858104e-07, + 3.258809613271296e-07, + 3.2562925866841397e-07, + 3.2537835181756236e-07, + 3.2512900816072943e-07, + 3.24878641322357e-07, + 3.2462770604979596e-07, + 3.243771118377481e-07, + 3.2412927453151497e-07, + 3.238798171878443e-07, + 3.2363055879613967e-07, + 3.2337899824597116e-07, + 3.231278640214441e-07, + 3.2287735507452453e-07, + 3.2262860827358963e-07, + 3.2238088465419423e-07, + 3.221347242288175e-07, + 3.2188796694754274e-07, + 3.2164203389584145e-07, + 3.2139797667696257e-07, + 3.211555394955212e-07, + 3.209115106983518e-07, + 3.206675387446012e-07, + 3.204248741894844e-07, + 3.2018297702052223e-07, + 3.1994181881600525e-07, + 3.197009448285826e-07, + 3.1945887712936383e-07, + 3.19217861033394e-07, + 3.189781807577674e-07, + 3.1873798889137106e-07, + 3.1849708648223896e-07, + 3.18256326181654e-07, + 3.180171859185066e-07, + 3.1777886988493265e-07, + 3.1754098017700016e-07, + 3.1730306204735825e-07, + 3.1706431968814286e-07, + 3.168261457631161e-07, + 3.1659101296099834e-07, + 3.1635528330298257e-07, + 3.1611793360752927e-07, + 3.158822039495135e-07, + 3.15648208015773e-07, + 3.154133025873307e-07, + 3.151776581944432e-07, + 3.149425253923255e-07, + 3.1470719363824173e-07, + 3.1447228820979944e-07, + 3.142405091693945e-07, + 3.1400827538163867e-07, + 3.1377811637867126e-07, + 3.135482131710887e-07 + ], + [ + 0.00010000000474974513, + 8.553332008887082e-05, + 2.132261033693794e-05, + 2.3912831238703802e-05, + 2.443962512188591e-05, + 2.949165354948491e-05, + 2.0010927528346656e-06, + 9.686610610515345e-06, + 1.0296206710336264e-05, + 1.0250086234009359e-05, + 1.0097660378960427e-05, + 9.88748979580123e-06, + 9.690253136795945e-06, + 9.368904102302622e-06, + 9.487004717811942e-06, + 9.631080502003897e-06, + 1.0097731319547165e-05, + 1.0646534065017477e-05, + 1.1503779205668252e-05, + 1.282874472963158e-05, + 1.4619281500927173e-05, + 1.4413556527870242e-05, + 1.0525148354645353e-05, + 8.127708497340791e-06, + 6.652505817328347e-06, + 5.864896593266167e-06, + 5.326704467734089e-06, + 4.959908437740523e-06, + 4.690462446887977e-06, + 4.453237579582492e-06, + 4.259472007106524e-06, + 4.093413735972717e-06, + 3.951593498641159e-06, + 3.83338056053617e-06, + 3.728779574885266e-06, + 3.631980462159845e-06, + 3.534706820573774e-06, + 3.4362842598056886e-06, + 3.342798208905151e-06, + 3.2568534606980393e-06, + 3.1801016575627727e-06, + 3.1124734505283413e-06, + 3.042714297407656e-06, + 2.976674522869871e-06, + 2.914664264608291e-06, + 2.8536837817227934e-06, + 2.7966557354375254e-06, + 2.740005584200844e-06, + 2.6824723136087414e-06, + 2.6264949610776966e-06, + 2.5735762392287143e-06, + 2.5240999548259424e-06, + 2.4760288397374097e-06, + 2.431437906125211e-06, + 2.388690973020857e-06, + 2.348318048461806e-06, + 2.311139041921706e-06, + 2.2754541078029433e-06, + 2.2415235889639007e-06, + 2.209061676694546e-06, + 2.1781249870400643e-06, + 2.1488529000635026e-06, + 2.1210692011663923e-06, + 2.09454901778372e-06, + 2.069451966235647e-06, + 2.0450950160011416e-06, + 2.021363343374105e-06, + 1.9990541204606416e-06, + 1.9768463062064257e-06, + 1.9557094219635474e-06, + 1.9357607925485354e-06, + 1.916511109811836e-06, + 1.8986238501383923e-06, + 1.8815828752849484e-06, + 1.8651907112143817e-06, + 1.8492560229788069e-06, + 1.8331732007936807e-06, + 1.817334009501792e-06, + 1.8016123704001075e-06, + 1.786046254892426e-06, + 1.7712070530251367e-06, + 1.756193228175107e-06, + 1.7417314666090533e-06, + 1.7275849586440017e-06, + 1.71360761669348e-06, + 1.7000041907522245e-06, + 1.6867533076947439e-06, + 1.673956603553961e-06, + 1.6613995512670954e-06, + 1.649185833230149e-06, + 1.6372986237911391e-06, + 1.6253952708211727e-06, + 1.6139168792506098e-06, + 1.6026040157157695e-06, + 1.5916381244096556e-06, + 1.5813255913599278e-06, + 1.5714805385869113e-06, + 1.5619791611243272e-06, + 1.5523652336923988e-06, + 1.5428896631419775e-06, + 1.533093609396019e-06, + 1.5236003036989132e-06, + 1.5143108385018422e-06, + 1.5051773516461253e-06, + 1.4961635770305293e-06, + 1.487221766183211e-06, + 1.4783908000026713e-06, + 1.4698341601615539e-06, + 1.4615360441894154e-06, + 1.4533073908751248e-06, + 1.445235284336377e-06, + 1.4373292742675403e-06, + 1.4295176242740126e-06, + 1.4217290527085424e-06, + 1.4139349104880239e-06, + 1.4060932471693377e-06, + 1.3983835742692463e-06, + 1.3907531410950469e-06, + 1.3832641343469732e-06, + 1.3758641443928354e-06, + 1.3685601061297348e-06, + 1.3612155953524052e-06, + 1.354025698674377e-06, + 1.3469356190398685e-06, + 1.339934101451945e-06, + 1.3332094113138737e-06, + 1.326470965068438e-06, + 1.3198083479437628e-06, + 1.3131668765709037e-06, + 1.3065537132206373e-06, + 1.3000120588912978e-06, + 1.293598302254395e-06, + 1.287344389311329e-06, + 1.2812298564313096e-06, + 1.2753291684930446e-06, + 1.2694766837739735e-06, + 1.2636007795663318e-06, + 1.257685653399676e-06, + 1.2518562471086625e-06, + 1.2459826166377752e-06, + 1.2402825859680888e-06, + 1.2345707318672794e-06, + 1.2286469655009569e-06, + 1.2227750403326354e-06, + 1.217034991896071e-06, + 1.2115438039472792e-06, + 1.2060430663041188e-06, + 1.2006566976197064e-06, + 1.1952195109188324e-06, + 1.189864974548982e-06, + 1.1844972505059559e-06, + 1.179202513412747e-06, + 1.1739041383407312e-06, + 1.1685559684337932e-06, + 1.1631601637418498e-06, + 1.1577267287066206e-06, + 1.1523065950314049e-06, + 1.1469602441138704e-06, + 1.1416924508012016e-06, + 1.1365526688678074e-06, + 1.1316774362057913e-06, + 1.1268282378296135e-06, + 1.122123876484693e-06, + 1.1174137171110488e-06, + 1.1127926882181782e-06, + 1.1081607453888864e-06, + 1.103619752029772e-06, + 1.099049541153363e-06, + 1.0945821031782543e-06, + 1.090162754735502e-06, + 1.0858774430744234e-06, + 1.0817185511768912e-06, + 1.0774276688607642e-06, + 1.0730543635872891e-06, + 1.0687392659747275e-06, + 1.064525804395089e-06, + 1.06041864000872e-06, + 1.056405494637147e-06, + 1.052313564287033e-06, + 1.0481755907676416e-06, + 1.04404909961886e-06, + 1.0400394785392564e-06, + 1.036087724060053e-06, + 1.0321143690816825e-06, + 1.028125893753895e-06, + 1.024326365950401e-06, + 1.0205184253209154e-06, + 1.0167411801376147e-06, + 1.0129896281796391e-06, + 1.0092070397149655e-06, + 1.0055247230411624e-06, + 1.0018878811024479e-06, + 9.983679092329112e-07, + 9.948361139322515e-07, + 9.914130032484536e-07, + 9.879362323772511e-07, + 9.845024351307075e-07, + 9.81063635663304e-07, + 9.775357057151268e-07, + 9.74025169853121e-07, + 9.70422433965723e-07, + 9.668993925515679e-07, + 9.634132993596722e-07, + 9.59844101089402e-07, + 9.56237727223197e-07, + 9.525901987217367e-07, + 9.489509125160112e-07, + 9.454225846639019e-07, + 9.419770776730729e-07, + 9.385998396282957e-07, + 9.35293485326838e-07, + 9.319833225163165e-07, + 9.287526836487814e-07, + 9.256139037461253e-07, + 9.224662562701269e-07, + 9.194142194246524e-07, + 9.164525636151666e-07, + 9.134645893027482e-07, + 9.105265235120896e-07, + 9.076085234482889e-07, + 9.047079174706596e-07, + 9.018850732900319e-07, + 8.990854780677182e-07, + 8.961875437307754e-07, + 8.932394166549784e-07, + 8.902553645384614e-07, + 8.873005867826578e-07, + 8.844689887155255e-07, + 8.816759873297997e-07, + 8.788481977717311e-07, + 8.760094942772412e-07, + 8.731958587304689e-07, + 8.703450475877617e-07, + 8.675179969941382e-07, + 8.647236882097786e-07, + 8.61920796069171e-07, + 8.591799200985406e-07, + 8.564786639908561e-07, + 8.538340807717759e-07, + 8.512354838785541e-07, + 8.486240403726697e-07, + 8.460056619696843e-07, + 8.434484470853931e-07, + 8.409074894188961e-07, + 8.383861427319061e-07, + 8.359093044418842e-07, + 8.334249628205725e-07, + 8.30929991479934e-07, + 8.285011290354305e-07, + 8.261148991550726e-07, + 8.238028499363281e-07, + 8.214353783841943e-07, + 8.190952485165326e-07, + 8.166920224539354e-07, + 8.143173886310251e-07, + 8.119197332234762e-07, + 8.095641419458843e-07, + 8.072260584413016e-07, + 8.04900139428355e-07, + 8.025197644201398e-07, + 8.001416063052602e-07, + 7.977947689141729e-07, + 7.955362661959953e-07, + 7.933269330351322e-07, + 7.912086061878654e-07, + 7.890502047303016e-07, + 7.868877105465799e-07, + 7.846662128940807e-07, + 7.824518775123579e-07, + 7.802779578014452e-07, + 7.781596877975971e-07, + 7.760311859783542e-07, + 7.739335501355527e-07, + 7.718682581980829e-07, + 7.698513968534826e-07, + 7.677716098442033e-07, + 7.656452112314582e-07, + 7.635317160747945e-07, + 7.6145818184159e-07, + 7.593824875584687e-07, + 7.572961635560205e-07, + 7.552241072517063e-07, + 7.532010499744501e-07, + 7.512003321608063e-07, + 7.492400300179725e-07, + 7.473346386177582e-07, + 7.453924126821221e-07, + 7.434309168274922e-07, + 7.41423775707517e-07, + 7.394721137643501e-07, + 7.375380732810299e-07, + 7.356867399721523e-07, + 7.338165914916317e-07, + 7.319359838220407e-07, + 7.299873345800734e-07, + 7.280891622940544e-07, + 7.262073040692485e-07, + 7.243891104735667e-07, + 7.225705758173717e-07, + 7.20796037967375e-07, + 7.19032641427475e-07, + 7.173258040893415e-07, + 7.156505716920947e-07, + 7.139827289392997e-07, + 7.12265773472609e-07, + 7.105406893970212e-07, + 7.088045776981744e-07, + 7.070999004099576e-07, + 7.053970989545633e-07, + 7.037132263576495e-07, + 7.020505563559709e-07, + 7.003883411016432e-07, + 6.987236815803044e-07, + 6.97068685440172e-07, + 6.954211357879103e-07, + 6.93803258400294e-07, + 6.921430895090452e-07, + 6.905124223521852e-07, + 6.888756161060883e-07, + 6.872683115943801e-07, + 6.856446361780399e-07, + 6.84033125253336e-07, + 6.823975127190351e-07, + 6.807659929108922e-07, + 6.791564146624296e-07, + 6.775944143555535e-07, + 6.760829478480446e-07, + 6.745662517460005e-07, + 6.730714403602178e-07, + 6.715537210766342e-07, + 6.700101948808879e-07, + 6.684999789285939e-07, + 6.670057359769999e-07, + 6.655268975919171e-07, + 6.64040442188707e-07, + 6.625607511523413e-07, + 6.610844707211072e-07, + 6.596133061975706e-07, + 6.581685738638043e-07, + 6.567412356162095e-07, + 6.553178764079348e-07, + 6.53925610549777e-07, + 6.525123126266408e-07, + 6.510974799311953e-07, + 6.496417768175888e-07, + 6.482188723566651e-07, + 6.468146693805465e-07, + 6.454141043832351e-07, + 6.43992166260432e-07, + 6.425859169212345e-07, + 6.4117801912289e-07, + 6.39816448710917e-07, + 6.3845408249108e-07, + 6.371251402015332e-07, + 6.358003474815632e-07, + 6.344851612993807e-07, + 6.33159856988641e-07, + 6.318319378806336e-07, + 6.30528234069061e-07, + 6.292209491221001e-07, + 6.279094577621436e-07, + 6.26600410669198e-07, + 6.252981279430969e-07, + 6.239962999643467e-07, + 6.226784421414777e-07, + 6.213703613866528e-07, + 6.200760367391922e-07, + 6.187783583300188e-07, + 6.174980740070168e-07, + 6.162387649055745e-07, + 6.150044669084309e-07, + 6.13758459167002e-07, + 6.125347908891854e-07, + 6.113019708209322e-07, + 6.10103427334252e-07, + 6.088984605412406e-07, + 6.077149805605586e-07, + 6.065326374482538e-07, + 6.053612082723703e-07, + 6.041726692274096e-07, + 6.029776500326989e-07, + 6.017846203576482e-07, + 6.006123953739007e-07, + 5.994650678076141e-07, + 5.983299047329638e-07, + 5.972078156446514e-07, + 5.96071458858205e-07, + 5.949319756837212e-07, + 5.937727678428928e-07, + 5.926158905822376e-07, + 5.914720873079204e-07, + 5.903548299102113e-07, + 5.892261469853111e-07, + 5.881076958758058e-07, + 5.869875394637347e-07, + 5.858951794834866e-07, + 5.84791962410236e-07, + 5.8370198985358e-07, + 5.826173605782969e-07, + 5.815546160192753e-07, + 5.804940315101703e-07, + 5.794121307189926e-07, + 5.783675760540063e-07, + 5.773283646703931e-07, + 5.763052968177362e-07, + 5.752748961640464e-07, + 5.742452913182206e-07, + 5.732065346819581e-07, + 5.72148053379351e-07, + 5.710717232432216e-07, + 5.700268275177223e-07, + 5.689948352483043e-07, + 5.679724495166738e-07, + 5.669381835105014e-07, + 5.659156840920332e-07, + 5.64926665447274e-07, + 5.639387268274731e-07, + 5.629245833915775e-07, + 5.61922604447318e-07, + 5.609356321656378e-07, + 5.599628138952539e-07, + 5.589949978457298e-07, + 5.580220090450894e-07, + 5.570624921347189e-07, + 5.560931981563044e-07, + 5.551297590500326e-07, + 5.541610903492256e-07, + 5.532002660402213e-07, + 5.522443302652391e-07, + 5.513057885764283e-07, + 5.503730449163413e-07, + 5.494450761034386e-07, + 5.48526486454648e-07, + 5.475898774420784e-07, + 5.466546326715616e-07, + 5.457073370962462e-07, + 5.447673743219639e-07, + 5.438417360892345e-07, + 5.429124030342791e-07, + 5.41993586011813e-07, + 5.410805101746519e-07, + 5.401776661528856e-07, + 5.392878961174574e-07, + 5.383869279285136e-07, + 5.374896545617958e-07, + 5.366110258364643e-07, + 5.357408099371241e-07, + 5.348609874999966e-07, + 5.339915674085205e-07, + 5.331207262315729e-07, + 5.322493734638556e-07, + 5.313843871590507e-07, + 5.305296326696407e-07, + 5.296847120916937e-07, + 5.288459874464024e-07, + 5.279955530568259e-07, + 5.271294867270626e-07, + 5.262634772407182e-07, + 5.254092911854968e-07, + 5.245691454547341e-07, + 5.237228037913155e-07, + 5.228743020779802e-07, + 5.220329057920026e-07, + 5.211929305914964e-07, + 5.203530122344091e-07, + 5.195145718062122e-07, + 5.18680735694943e-07, + 5.178777655601152e-07, + 5.170601866666402e-07, + 5.162550564818957e-07, + 5.154367386239755e-07, + 5.146392823007773e-07, + 5.138506935509213e-07, + 5.130531235408853e-07, + 5.122450943417789e-07, + 5.114357009006198e-07, + 5.106365392748557e-07, + 5.09851531660388e-07, + 5.090624313197623e-07, + 5.082785605736717e-07, + 5.074928139947588e-07, + 5.06703315750201e-07, + 5.05894320212974e-07, + 5.051145990364603e-07, + 5.043467012910696e-07, + 5.035824415244861e-07, + 5.028144869356765e-07, + 5.020397111366037e-07, + 5.012641963730857e-07, + 5.004892500437563e-07, + 4.997331188860699e-07, + 4.989847184333485e-07, + 4.982456403013202e-07, + 4.975161687070795e-07, + 4.967847075931786e-07, + 4.960432420375582e-07, + 4.953121219841705e-07, + 4.945766818309494e-07, + 4.93848688165599e-07, + 4.931212060910184e-07, + 4.923999199490936e-07, + 4.916770990348596e-07, + 4.909608151137945e-07, + 4.902393015981943e-07, + 4.895225629297784e-07, + 4.888181024398364e-07, + 4.881342761109408e-07, + 4.874538035437581e-07, + 4.867793563789746e-07, + 4.861010438617086e-07, + 4.85420912355039e-07, + 4.847447598876897e-07, + 4.840547376261384e-07, + 4.833744355892122e-07, + 4.827028874387906e-07, + 4.820282129003317e-07, + 4.813532541447785e-07, + 4.806871629625675e-07, + 4.800133979188104e-07, + 4.793351422449632e-07, + 4.786598992723157e-07, + 4.779888627126638e-07, + 4.773198156726721e-07, + 4.76659522519185e-07, + 4.7601605501768063e-07, + 4.7537190539514995e-07, + 4.747263062654383e-07, + 4.740798829061532e-07, + 4.7343482378892077e-07, + 4.727936584458803e-07, + 4.721500772575382e-07, + 4.7151078774732014e-07, + 4.708734877567622e-07, + 4.7022973603816354e-07, + 4.695872064530704e-07, + 4.68967641609197e-07, + 4.683363385993289e-07, + 4.6770335870860436e-07, + 4.670663429351407e-07, + 4.6643577888971777e-07, + 4.65812092897977e-07, + 4.651930680665828e-07, + 4.645858382446022e-07, + 4.6397912001339137e-07, + 4.633735670722672e-07, + 4.62756986507884e-07, + 4.6214333337957214e-07, + 4.615238253791176e-07, + 4.6090818273114564e-07, + 4.602984802204446e-07, + 4.596853102611931e-07, + 4.5908578272246814e-07, + 4.5848096874578914e-07, + 4.5788138436364534e-07, + 4.572841874050937e-07, + 4.5669776227441616e-07, + 4.5609601784235565e-07, + 4.55482904726523e-07, + 4.5487703914659505e-07, + 4.5427276518239523e-07, + 4.536709923286253e-07, + 4.5307987761589175e-07, + 4.5249009872350143e-07, + 4.519042988704314e-07, + 4.5131562842470885e-07, + 4.5071934096085897e-07, + 4.5013038629804214e-07, + 4.4954128952667816e-07, + 4.489566265419853e-07, + 4.4838390067525324e-07, + 4.4780048824577534e-07, + 4.472177863590332e-07, + 4.466331802177592e-07, + 4.4605903326555563e-07, + 4.4548909272634774e-07, + 4.4491795847534377e-07, + 4.443498369255394e-07, + 4.4377037511367234e-07, + 4.431942386418086e-07, + 4.426229622822575e-07, + 4.420602977006638e-07, + 4.414944783093233e-07, + 4.409304210639675e-07, + 4.403713091960526e-07, + 4.398117141590774e-07, + 4.392592529711692e-07, + 4.3870610966223467e-07, + 4.381589917556994e-07, + 4.3761059487223974e-07, + 4.370692181510094e-07, + 4.365313088783296e-07, + 4.3598711840786564e-07, + 4.354390341632097e-07, + 4.349063544850651e-07, + 4.3438356556180224e-07, + 4.338541543802421e-07, + 4.3331013444003474e-07, + 4.3276833139316295e-07, + 4.3223678858339554e-07, + 4.3171095853722363e-07, + 4.311948487156769e-07, + 4.3067316823908186e-07, + 4.301451497212838e-07, + 4.296148006233125e-07, + 4.2908277464448474e-07, + 4.2855489823523385e-07, + 4.280264249700849e-07, + 4.275025276001543e-07, + 4.2698619040493213e-07, + 4.264672668341518e-07, + 4.259553350038914e-07, + 4.2544715483927575e-07, + 4.24934739839955e-07, + 4.244303397626936e-07, + 4.239332156430464e-07, + 4.2343882000750455e-07, + 4.2293365254408855e-07, + 4.224258418616955e-07, + 4.2191416582681995e-07, + 4.2140393929912534e-07, + 4.208993686916074e-07, + 4.2040323933179025e-07, + 4.199129648441158e-07, + 4.194246230326826e-07, + 4.1893832758432836e-07, + 4.1845754594760365e-07, + 4.1797446215241507e-07, + 4.174910088750039e-07, + 4.170084650922945e-07, + 4.16526773960868e-07, + 4.160362720995181e-07, + 4.1555097141099395e-07, + 4.150699908223032e-07, + 4.1458784494352585e-07, + 4.1410845597056323e-07, + 4.136304596613627e-07, + 4.1315720977763704e-07, + 4.1268916106673714e-07, + 4.12226512480629e-07, + 4.1176213017024565e-07, + 4.112924330001988e-07, + 4.108272548819514e-07, + 4.1036835796148807e-07, + 4.099092905107682e-07, + 4.094491146133805e-07, + 4.0898117958931834e-07, + 4.085140119514108e-07, + 4.0805375078889483e-07, + 4.0759860553407634e-07, + 4.071509920322569e-07, + 4.067045438205241e-07, + 4.062643199631566e-07, + 4.0581920757176704e-07, + 4.0536554024583893e-07, + 4.049080359891377e-07, + 4.0445488025397935e-07, + 4.040087446810503e-07, + 4.0356991348744486e-07, + 4.03129007509051e-07, + 4.026958890790411e-07, + 4.022578821150091e-07, + 4.0180808014156355e-07, + 4.013699879124033e-07, + 4.009393137494044e-07, + 4.005054563549493e-07, + 4.0006437984629883e-07, + 3.9962066011867137e-07, + 3.991813457560056e-07, + 3.9875428115010436e-07, + 3.983260796758259e-07, + 3.978878453381185e-07, + 3.9744264768160065e-07, + 3.9699853005004115e-07, + 3.965612620504544e-07, + 3.9613664171156415e-07, + 3.95706678091301e-07, + 3.952763165671058e-07, + 3.948446192225674e-07, + 3.9441295029973844e-07, + 3.939879320569162e-07, + 3.935626011752902e-07, + 3.931431535875163e-07, + 3.9272339336093864e-07, + 3.9230329207384784e-07, + 3.918821107617987e-07, + 3.9146524954958295e-07, + 3.910560621989134e-07, + 3.9063934309524484e-07, + 3.9022083342388214e-07, + 3.8980914496278274e-07, + 3.8939614910304954e-07, + 3.889829258696409e-07, + 3.885732837716205e-07, + 3.8816270375718886e-07, + 3.877491110415576e-07, + 3.8733202245566645e-07, + 3.869157012559299e-07, + 3.865065423269698e-07, + 3.861021298234846e-07, + 3.8570146898564417e-07, + 3.8530276924575446e-07, + 3.848996072974842e-07, + 3.8449340422630485e-07, + 3.8407856095545867e-07, + 3.836679525193176e-07, + 3.832672632597678e-07, + 3.8287686265903176e-07, + 3.824887642167596e-07, + 3.8208963815122843e-07, + 3.816869877937279e-07, + 3.8128487744870654e-07, + 3.8088879250608443e-07, + 3.8049040540499846e-07, + 3.801042112172581e-07, + 3.7971696542626887e-07, + 3.793372798099881e-07, + 3.789535583109682e-07, + 3.7857216739212163e-07, + 3.781883037845546e-07, + 3.778070833959646e-07, + 3.7742594827250286e-07, + 3.770460921259655e-07, + 3.7666873708985804e-07, + 3.762883409308415e-07, + 3.759051594443008e-07, + 3.7552698017861985e-07, + 3.751519841443951e-07, + 3.747756522898271e-07, + 3.7440455002979434e-07, + 3.740320835277089e-07, + 3.7365794014476705e-07, + 3.732818925072934e-07, + 3.7290914178811363e-07, + 3.725391195530392e-07, + 3.721729626704473e-07, + 3.718078005476855e-07, + 3.7145116493775276e-07, + 3.7109640516064246e-07, + 3.707348525949783e-07, + 3.7036892308606184e-07, + 3.700105821735633e-07, + 3.6965519711884554e-07, + 3.692996699555806e-07, + 3.689477807711228e-07, + 3.685952663090575e-07, + 3.682447413666523e-07, + 3.6789077739740605e-07, + 3.6753525023414113e-07, + 3.671779325031821e-07, + 3.6681902315649495e-07, + 3.664659971036599e-07, + 3.6611240261663625e-07, + 3.6576017237166525e-07, + 3.654156444099499e-07, + 3.650710027613968e-07, + 3.6472141573540284e-07, + 3.6437216976992204e-07, + 3.640246575287165e-07, + 3.636839096543554e-07, + 3.633407459346927e-07, + 3.6299513794801896e-07, + 3.626495015396358e-07, + 3.6230272826287546e-07, + 3.6195694974594517e-07, + 3.616099775172188e-07, + 3.6126536429037515e-07, + 3.609189604958374e-07, + 3.6058185060028336e-07, + 3.60243859631737e-07, + 3.598970579332672e-07, + 3.5955309840574046e-07, + 3.592152211240318e-07, + 3.5888126603822457e-07, + 3.585489025681454e-07, + 3.5821437904814957e-07, + 3.578815324090101e-07, + 3.57545673068671e-07, + 3.5721328117688245e-07, + 3.5687702393261134e-07, + 3.565446604625322e-07, + 3.5621275173980393e-07, + 3.5588513469519967e-07, + 3.5555194699554704e-07, + 3.552194698386302e-07, + 3.5488906746650173e-07, + 3.5456602631711576e-07, + 3.542433546499524e-07, + 3.539210524650116e-07, + 3.5359579442229006e-07, + 3.532671541961463e-07, + 3.5294112876727013e-07, + 3.5261678021925036e-07, + 3.522907547903742e-07, + 3.519618019254267e-07, + 3.5163711231689376e-07, + 3.513137301069946e-07, + 3.509942985147063e-07, + 3.5067137105215807e-07, + 3.503477898902929e-07, + 3.5002454978894093e-07, + 3.497073350899882e-07, + 3.4939256465804647e-07, + 3.490777373826859e-07, + 3.4875790788646555e-07, + 3.4843961316255445e-07, + 3.481255816950579e-07, + 3.4781780300363607e-07, + 3.475092285043502e-07, + 3.471974707736081e-07, + 3.46881819268674e-07, + 3.4656787306630576e-07, + 3.462571669388126e-07, + 3.459448691955913e-07, + 3.456322872352757e-07, + 3.4532541803855565e-07, + 3.45018378311579e-07, + 3.447150334068283e-07, + 3.444110632244701e-07, + 3.44110333116987e-07, + 3.4381264413241297e-07, + 3.4351452882219746e-07, + 3.4320612485316815e-07, + 3.428959303164447e-07, + 3.4258633263561933e-07, + 3.422814813802688e-07, + 3.419751237743185e-07, + 3.4167061357948114e-07, + 3.413658475892589e-07, + 3.4106494695151923e-07, + 3.40759783057365e-07, + 3.4045527286252764e-07, + 3.401546280201728e-07, + 3.3985494951593864e-07, + 3.3955788580897206e-07, + 3.392570988580701e-07, + 3.389496612271614e-07, + 3.386479647815577e-07, + 3.3834984947134217e-07, + 3.3805056887104e-07, + 3.377566315521108e-07, + 3.3746738381523755e-07, + 3.371808361407602e-07, + 3.3688985467961174e-07, + 3.3659867426649726e-07, + 3.363057601291075e-07, + 3.360169102961663e-07, + 3.3573033419997955e-07, + 3.354448097070417e-07, + 3.351601378653868e-07, + 3.3487722816971655e-07, + 3.345933805576351e-07, + 3.3430936241529707e-07, + 3.340279874919361e-07, + 3.337488578836201e-07, + 3.334723430725717e-07, + 3.3319233239126334e-07, + 3.3290871215285733e-07, + 3.326314015339449e-07, + 3.323535793242627e-07, + 3.320730570521846e-07, + 3.3179003366967663e-07, + 3.3151084721794177e-07, + 3.3123504294962913e-07, + 3.30958016547811e-07, + 3.3067743743231404e-07, + 3.30397313064168e-07, + 3.301203719274781e-07, + 3.298425497177959e-07, + 3.29565011725208e-07, + 3.2929187909758184e-07, + 3.290191443738877e-07, + 3.287480581093405e-07, + 3.2847532338564633e-07, + 3.281980127667339e-07, + 3.2792070214782143e-07, + 3.2764617685643316e-07, + 3.27373243180773e-07, + 3.270992579018639e-07, + 3.268280011070601e-07, + 3.265575401201204e-07, + 3.262872212417278e-07, + 3.260209666677838e-07, + 3.257555647451227e-07, + 3.254896228099824e-07, + 3.252221745242423e-07, + 3.249547546602116e-07, + 3.246884148211393e-07, + 3.244256276957458e-07, + 3.2415994155599037e-07, + 3.2389547754974046e-07, + 3.236297345665662e-07, + 3.233675442970707e-07, + 3.231065193176619e-07, + 3.228460343507322e-07, + 3.2258674309559865e-07, + 3.2232929925157805e-07, + 3.220734186015761e-07, + 3.218161168661027e-07, + 3.2156060569832334e-07, + 3.213040429272951e-07, + 3.210450358892558e-07, + 3.2078668255053344e-07, + 3.205256291494152e-07, + 3.202642915312026e-07, + 3.200046876372653e-07, + 3.1975073966350465e-07, + 3.1949440426615183e-07, + 3.1923698884384066e-07, + 3.1898085239845386e-07, + 3.187231811807578e-07, + 3.1846727210904646e-07, + 3.182157684022968e-07, + 3.1796781740922597e-07, + 3.177177916313667e-07, + 3.1746270678922883e-07, + 3.172086735503399e-07, + 3.169567435179488e-07, + 3.1670683142692724e-07, + 3.1645257081436284e-07, + 3.1619728702025895e-07, + 3.1594328220307943e-07, + 3.156895616029942e-07, + 3.1544064427180274e-07, + 3.1519246590505645e-07, + 3.149454528283968e-07, + 3.146949154597678e-07, + 3.1444369597011246e-07, + 3.141933007100306e-07, + 3.1394498023473716e-07, + 3.1369546604764764e-07, + 3.1345203410637623e-07, + 3.1321263804784394e-07, + 3.129773915588885e-07, + 3.1273449963009625e-07, + 3.124862644199311e-07, + 3.1223896712617716e-07, + 3.119953930763586e-07, + 3.1175213166534377e-07, + 3.115110587259551e-07, + 3.112704405339173e-07, + 3.1103061814974353e-07, + 3.107955706127541e-07, + 3.105588177731988e-07, + 3.1032129754748894e-07, + 3.1008272571853013e-07, + 3.098458307704277e-07, + 3.096060652296728e-07, + 3.0936882922105724e-07, + 3.09130030018423e-07, + 3.08888473909974e-07, + 3.0864885047776625e-07, + 3.084109891915432e-07, + 3.081744921473728e-07, + 3.079362045355083e-07, + 3.077008443597151e-07, + 3.074646883760579e-07, + 3.072270544635103e-07, + 3.06992149035068e-07, + 3.067576130888483e-07, + 3.065229634557909e-07, + 3.0628939384769183e-07, + 3.06062048593958e-07, + 3.058343907014205e-07, + 3.056056527839246e-07, + 3.053746695513837e-07, + 3.051451926694426e-07, + 3.049183021630597e-07, + 3.0469195166915597e-07, + 3.044668801521766e-07, + 3.0423848329519387e-07, + 3.0400951800402254e-07, + 3.037790747839608e-07, + 3.0355437274920405e-07, + 3.0332947176248126e-07, + 3.0310727083815436e-07, + 3.0288242669485044e-07, + 3.0265985628830094e-07, + 3.0243711535149487e-07, + 3.0221525548768113e-07, + 3.0199410616660316e-07, + 3.0176795462466544e-07, + 3.0154191676956543e-07, + 3.01317697903869e-07, + 3.0109706017356075e-07, + 3.0087878144513525e-07, + 3.00659792173974e-07, + 3.004375912496471e-07, + 3.0021683983250114e-07, + 3.0000043693689804e-07, + 2.997824140038574e-07, + 2.995645047576545e-07, + 2.993457428601687e-07, + 2.9913005050730135e-07, + 2.9891316444263794e-07, + 2.9869903528378927e-07, + 2.9848271765331447e-07, + 2.98263188369674e-07, + 2.980457054491126e-07, + 2.9782927413180005e-07, + 2.9761147857243486e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.0009168665274046361, + 0.0017975561786442995, + 0.0017314074793830514, + 0.0015826388262212276, + 0.001450176234357059, + 0.001339833135716617, + 0.0012491343077272177, + 0.0011721012415364385, + 0.0011069910833612084, + 0.0010538437636569142, + 0.0010061218636110425, + 0.0009637201437726617, + 0.0009245483088307083, + 0.0008851031889207661, + 0.0008487295126542449, + 0.000815360399428755, + 0.000785341951996088, + 0.0007584230625070632, + 0.0007341039599850774, + 0.000713745946995914, + 0.0006964154890738428, + 0.0006810427294112742, + 0.0006676738848909736, + 0.0006539130699820817, + 0.0006387172034010291, + 0.0006232847808860242, + 0.000608843460213393, + 0.0005945368320681155, + 0.0005812710151076317, + 0.0005686895456165075, + 0.0005554737872444093, + 0.0005435631610453129, + 0.0005320753552950919, + 0.0005208110669627786, + 0.0005107470788061619, + 0.0005009747110307217, + 0.000491120561491698, + 0.00048179583973251283, + 0.000472519313916564, + 0.00046369622577913105, + 0.0004556329804472625, + 0.0004481047799345106, + 0.00044105667620897293, + 0.00043429312063381076, + 0.0004277890839148313, + 0.0004216833331156522, + 0.00041562633123248816, + 0.00040985067607834935, + 0.0004039644845761359, + 0.0003981569316238165, + 0.000392583548091352, + 0.0003872809174936265, + 0.0003827076870948076, + 0.0003786128363572061, + 0.00037496502045542, + 0.00037213281029835343, + 0.0003691312740556896, + 0.00036629493115469813, + 0.0003639833885245025, + 0.0003607441030908376, + 0.00035749643575400114, + 0.00035361837944947183, + 0.0003496307472232729, + 0.00034602926461957395, + 0.0003429350908845663, + 0.00034034240525215864, + 0.0003377657849341631, + 0.0003359420516062528, + 0.00033471352071501315, + 0.00033487629843875766, + 0.0003377661050762981, + 0.0003427047049626708, + 0.00035247509367763996, + 0.0003688189317472279, + 0.0003939943853765726, + 0.00043172805453650653, + 0.00048414524644613266, + 0.0005605084588751197, + 0.0006712351460009813, + 0.0008544773445464671, + 0.0011885768035426736, + 0.0021630139090120792, + -0.0328374020755291, + -0.001510047004558146, + -0.000683257938362658, + -0.0004150915483478457, + -0.00028510589618235826, + -0.0002119505952578038, + -0.00016332551604136825, + -0.00012891348160337657, + -0.00010344636393710971, + -8.287526725325733e-05, + -6.629981362493709e-05, + -5.340975258150138e-05, + -4.301375156501308e-05, + -3.427116826060228e-05, + -2.6922511096927337e-05, + -2.041832158283796e-05, + -1.4369193195307162e-05, + -9.149438483291306e-06, + -4.736841219710186e-06, + -8.455498914372583e-07, + 2.4408514036622364e-06, + 5.335523837857181e-06, + 8.004751180124003e-06, + 1.0391372597950976e-05, + 1.2603457435034215e-05, + 1.4694414858240634e-05, + 1.661033275013324e-05, + 1.835953662521206e-05, + 1.9883325876435265e-05, + 2.120524732163176e-05, + 2.237579428765457e-05, + 2.344566019019112e-05, + 2.4500062863808125e-05, + 2.5463221390964463e-05, + 2.6346520826336928e-05, + 2.7178102754987776e-05, + 2.792734267131891e-05, + 2.8653435947489925e-05, + 2.9345608709263615e-05, + 2.999376920342911e-05, + 3.0621522455476224e-05, + 3.119037137366831e-05, + 3.172676224494353e-05, + 3.2205789466388524e-05, + 3.2643954909872264e-05, + 3.305066638858989e-05, + 3.342077252455056e-05, + 3.377691609784961e-05, + 3.410393765079789e-05, + 3.4413813409628347e-05, + 3.4705914004007354e-05, + 3.4970991691807285e-05, + 3.5219996789237484e-05, + 3.5451150324661285e-05, + 3.5656095860758796e-05, + 3.585136801120825e-05, + 3.603813820518553e-05, + 3.620979259721935e-05, + 3.6376153730088845e-05, + 3.6530240322463214e-05, + 3.667743658297695e-05, + 3.681355156004429e-05, + 3.693770486279391e-05, + 3.70503039448522e-05, + 3.715548518812284e-05, + 3.725720671354793e-05, + 3.735243808478117e-05, + 3.744036439456977e-05, + 3.751835902221501e-05, + 3.7587928090943024e-05, + 3.765075234696269e-05, + 3.7706799048464745e-05, + 3.775847653741948e-05, + 3.7803169107064605e-05, + 3.7843772588530555e-05, + 3.787968307733536e-05, + 3.790996197494678e-05, + 3.7937115848762915e-05, + 3.7959845940349624e-05, + 3.797868703259155e-05, + 3.799393380177207e-05, + 3.80053861590568e-05, + 3.801317870966159e-05, + 3.801760249189101e-05, + 3.8018788472982123e-05, + 3.801703860517591e-05, + 3.8012345612514764e-05, + 3.800532431341708e-05, + 3.799561091000214e-05, + 3.7983449146850035e-05, + 3.796890450757928e-05, + 3.79522934963461e-05, + 3.7933314160909504e-05, + 3.791190101765096e-05, + 3.7889541999902576e-05, + 3.78649820049759e-05, + 3.783995271078311e-05, + 3.781249324674718e-05, + 3.778384780162014e-05, + 3.7753707147203386e-05, + 3.772286800085567e-05, + 3.769040267798118e-05, + 3.765529254451394e-05, + 3.761952757486142e-05, + 3.758167804335244e-05, + 3.7543017242569476e-05, + 3.750407267943956e-05, + 3.746454603970051e-05, + 3.742414992302656e-05, + 3.738249870366417e-05, + 3.733922858373262e-05, + 3.729491072590463e-05, + 3.724897760548629e-05, + 3.720262611750513e-05, + 3.715513230417855e-05, + 3.710567398229614e-05, + 3.7054993299534544e-05, + 3.700395245687105e-05, + 3.695296618388966e-05, + 3.690132507472299e-05, + 3.684892726596445e-05, + 3.679612200357951e-05, + 3.674162144307047e-05, + 3.6687364627141505e-05, + 3.663269671960734e-05, + 3.657844717963599e-05, + 3.652249870356172e-05, + 3.646545883384533e-05, + 3.640732393250801e-05, + 3.6350345908431336e-05, + 3.629337516031228e-05, + 3.623579686973244e-05, + 3.617805123212747e-05, + 3.612042564782314e-05, + 3.606337486417033e-05, + 3.6005385481985286e-05, + 3.5948021832155064e-05, + 3.589047628338449e-05, + 3.583254147088155e-05, + 3.5773606214206666e-05, + 3.571392880985513e-05, + 3.565403676475398e-05, + 3.559503602446057e-05, + 3.5534536436898634e-05, + 3.54728072124999e-05, + 3.54115036316216e-05, + 3.535095675033517e-05, + 3.529217792674899e-05, + 3.523280247463845e-05, + 3.5172248317394406e-05, + 3.5110268072457984e-05, + 3.504916821839288e-05, + 3.4988355764653534e-05, + 3.492874384392053e-05, + 3.487038702587597e-05, + 3.4812041121767834e-05, + 3.475315315881744e-05, + 3.4693490306381136e-05, + 3.463428220129572e-05, + 3.457337152212858e-05, + 3.451266456977464e-05, + 3.445068796281703e-05, + 3.43895262631122e-05, + 3.432962694205344e-05, + 3.426930561545305e-05, + 3.4209431760245934e-05, + 3.415022001718171e-05, + 3.4091357520082965e-05, + 3.4032276744255796e-05, + 3.3973410609178245e-05, + 3.391402424313128e-05, + 3.385496529517695e-05, + 3.379616100573912e-05, + 3.3736490877345204e-05, + 3.367467797943391e-05, + 3.361267954460345e-05, + 3.355079752509482e-05, + 3.349180769873783e-05, + 3.343224307172932e-05, + 3.33740099449642e-05, + 3.331592961330898e-05, + 3.325927536934614e-05, + 3.3202304621227086e-05, + 3.3145264751510695e-05, + 3.3086846087826416e-05, + 3.302836194052361e-05, + 3.2970649044727907e-05, + 3.291279062977992e-05, + 3.2855881727300584e-05, + 3.2797601306810975e-05, + 3.273893162258901e-05, + 3.2679730793461204e-05, + 3.2621101127006114e-05, + 3.256386844441295e-05, + 3.250866575399414e-05, + 3.245276820962317e-05, + 3.239663055865094e-05, + 3.234019459341653e-05, + 3.228391506127082e-05, + 3.222758823540062e-05, + 3.2171461498364806e-05, + 3.211660441593267e-05, + 3.206198016414419e-05, + 3.200690480298363e-05, + 3.1951040000421926e-05, + 3.1895426218397915e-05, + 3.183954322594218e-05, + 3.178370388923213e-05, + 3.172719880240038e-05, + 3.1671890610596165e-05, + 3.161820859531872e-05, + 3.156614911858924e-05, + 3.151489727315493e-05, + 3.1463103368878365e-05, + 3.1411240343004465e-05, + 3.1358114938484505e-05, + 3.1304825824918225e-05, + 3.125075454590842e-05, + 3.119757820968516e-05, + 3.114442733931355e-05, + 3.109152021352202e-05, + 3.103827475570142e-05, + 3.098536399193108e-05, + 3.0933133530197665e-05, + 3.0881259590387344e-05, + 3.082837793044746e-05, + 3.07761765725445e-05, + 3.072504841838963e-05, + 3.067577927140519e-05, + 3.062644464080222e-05, + 3.0576553399441764e-05, + 3.052437386941165e-05, + 3.047239442821592e-05, + 3.042086973437108e-05, + 3.03704018733697e-05, + 3.0319893994601443e-05, + 3.026913145731669e-05, + 3.0219454856705852e-05, + 3.0169265301083215e-05, + 3.0118873837636784e-05, + 3.0068520572967827e-05, + 3.0018883990123868e-05, + 2.9970189643790945e-05, + 2.9921860914328136e-05, + 2.98739287245553e-05, + 2.9826147510902956e-05, + 2.9778668249491602e-05, + 2.97317292279331e-05, + 2.9685394110856578e-05, + 2.9639408239745535e-05, + 2.959254379675258e-05, + 2.954554474854376e-05, + 2.9497925424948335e-05, + 2.9450351576087996e-05, + 2.940285594377201e-05, + 2.9357270250329748e-05, + 2.9311411708476953e-05, + 2.926666638813913e-05, + 2.92214572255034e-05, + 2.9175835152273066e-05, + 2.9129643735359423e-05, + 2.9083757908665575e-05, + 2.9038856155239046e-05, + 2.8994292733841576e-05, + 2.894950557674747e-05, + 2.8903237762278877e-05, + 2.8856848075520247e-05, + 2.880983993236441e-05, + 2.876449070754461e-05, + 2.871855758712627e-05, + 2.8674241548287682e-05, + 2.863018926291261e-05, + 2.8585496693267487e-05, + 2.8541327992570587e-05, + 2.8497452149167657e-05, + 2.8454682251322083e-05, + 2.8411741368472576e-05, + 2.8368649509502575e-05, + 2.8324964659987018e-05, + 2.8280996048124507e-05, + 2.8237318474566564e-05, + 2.819492874550633e-05, + 2.8152317099738866e-05, + 2.8109769118600525e-05, + 2.8066899176337756e-05, + 2.802407107083127e-05, + 2.798138120851945e-05, + 2.7938189305132255e-05, + 2.7895559469470754e-05, + 2.7853478968609124e-05, + 2.781079638225492e-05, + 2.776855035335757e-05, + 2.7725565814762376e-05, + 2.7682812287821434e-05, + 2.7640277039608918e-05, + 2.7598647648119368e-05, + 2.7557191060623154e-05, + 2.7515799956745468e-05, + 2.7474177841213532e-05, + 2.7432453862274997e-05, + 2.739107731031254e-05, + 2.7350097298040055e-05, + 2.7309924917062744e-05, + 2.7270098144072108e-05, + 2.7230145860812627e-05, + 2.7189475076738745e-05, + 2.714902257139329e-05, + 2.7108288122690283e-05, + 2.706788836803753e-05, + 2.7027297619497404e-05, + 2.698683056223672e-05, + 2.6947252990794368e-05, + 2.690856490517035e-05, + 2.687073720153421e-05, + 2.6832116418518126e-05, + 2.6793471988639794e-05, + 2.675421637832187e-05, + 2.6715724743553437e-05, + 2.667812441359274e-05, + 2.6639956558938138e-05, + 2.660150857991539e-05, + 2.656326068972703e-05, + 2.6525480279815383e-05, + 2.6488047296879813e-05, + 2.6450177756487392e-05, + 2.6412351871840656e-05, + 2.63740548689384e-05, + 2.6336119844927453e-05, + 2.629891605465673e-05, + 2.626226341817528e-05, + 2.622579449962359e-05, + 2.618905455165077e-05, + 2.61528530245414e-05, + 2.6116436856682412e-05, + 2.6080533643835224e-05, + 2.604414476081729e-05, + 2.6007894120994024e-05, + 2.59715106949443e-05, + 2.593509816506412e-05, + 2.5899555112118833e-05, + 2.5863897462841123e-05, + 2.5828498110058717e-05, + 2.57937081187265e-05, + 2.5759587515494786e-05, + 2.572569064795971e-05, + 2.5690938855404966e-05, + 2.5656599973444827e-05, + 2.5621960958233103e-05, + 2.5586767151253298e-05, + 2.5551098588039167e-05, + 2.551678153395187e-05, + 2.548250813561026e-05, + 2.5448074666201137e-05, + 2.54140450124396e-05, + 2.5380157239851542e-05, + 2.5346835172967985e-05, + 2.5313736841781065e-05, + 2.5280649424530566e-05, + 2.5247150915674865e-05, + 2.521336864447221e-05, + 2.5179417207255028e-05, + 2.5145538529613987e-05, + 2.5112505682045594e-05, + 2.5079996703425422e-05, + 2.5047833332791924e-05, + 2.5016275685629807e-05, + 2.4985176423797384e-05, + 2.4953294996521436e-05, + 2.4921571821323596e-05, + 2.4889699488994665e-05, + 2.4858662072801962e-05, + 2.482746640453115e-05, + 2.479553768353071e-05, + 2.4763756300671957e-05, + 2.4732329620746896e-05, + 2.4700984795344993e-05, + 2.466996193106752e-05, + 2.4639550247229636e-05, + 2.4609045794932172e-05, + 2.457876871631015e-05, + 2.4548313376726583e-05, + 2.451763975841459e-05, + 2.4486336769768968e-05, + 2.4454571757814847e-05, + 2.442309050820768e-05, + 2.4391647457377985e-05, + 2.4360597308259457e-05, + 2.4329605366801843e-05, + 2.4298653443111107e-05, + 2.4267817934742197e-05, + 2.4236094759544358e-05, + 2.4204497094615363e-05, + 2.417309042357374e-05, + 2.4142207621480338e-05, + 2.4111184757202864e-05, + 2.4080478397081606e-05, + 2.4049886633292772e-05, + 2.4019411284825765e-05, + 2.3988950488273986e-05, + 2.3958600650075823e-05, + 2.3928128939587623e-05, + 2.38979027926689e-05, + 2.38683533098083e-05, + 2.383898572588805e-05, + 2.3808956029824913e-05, + 2.377923192398157e-05, + 2.3749895262881182e-05, + 2.3720753233646974e-05, + 2.3691436581430025e-05, + 2.3662638341193087e-05, + 2.363389103265945e-05, + 2.36054984270595e-05, + 2.3576911189593375e-05, + 2.354826938244514e-05, + 2.352019328100141e-05, + 2.3491938918596134e-05, + 2.3463764591724612e-05, + 2.3435150069417432e-05, + 2.3406650143442675e-05, + 2.3378466721624136e-05, + 2.3349795810645446e-05, + 2.3321441403822973e-05, + 2.3292728656088002e-05, + 2.3264039555215277e-05, + 2.323512853763532e-05, + 2.320730891369749e-05, + 2.3179763957159594e-05, + 2.315275378350634e-05, + 2.3125448933569714e-05, + 2.309820774826221e-05, + 2.3070544557413086e-05, + 2.3043268811306916e-05, + 2.30159184866352e-05, + 2.2988228010945022e-05, + 2.2960153728490695e-05, + 2.293265424668789e-05, + 2.2905685909790918e-05, + 2.2879066818859428e-05, + 2.285261325596366e-05, + 2.28263688768493e-05, + 2.2799635189585388e-05, + 2.277335624967236e-05, + 2.274650614708662e-05, + 2.2720074412063695e-05, + 2.2693358914693817e-05, + 2.2667647499474697e-05, + 2.264234899485018e-05, + 2.2616912247030996e-05, + 2.259132088511251e-05, + 2.2565716790268198e-05, + 2.2540707504958846e-05, + 2.2515238015330397e-05, + 2.248939017590601e-05, + 2.2463762434199452e-05, + 2.2438482119468972e-05, + 2.241331822006032e-05, + 2.2387825083569624e-05, + 2.236248110421002e-05, + 2.2336864276439883e-05, + 2.2312035071081482e-05, + 2.2287567844614387e-05, + 2.226314063591417e-05, + 2.223844057880342e-05, + 2.2213353076949716e-05, + 2.218867484771181e-05, + 2.2163674657349475e-05, + 2.2139047359814867e-05, + 2.2114223611424677e-05, + 2.208966907346621e-05, + 2.206475255661644e-05, + 2.2040370822651312e-05, + 2.201624374720268e-05, + 2.1992771507939324e-05, + 2.1968975488562137e-05, + 2.19455123442458e-05, + 2.1921790903434157e-05, + 2.189830229326617e-05, + 2.187462268921081e-05, + 2.1850846678717062e-05, + 2.1827479940839112e-05, + 2.1803962226840667e-05, + 2.1780266251880676e-05, + 2.1756415662821382e-05, + 2.1732977984356694e-05, + 2.170935840695165e-05, + 2.1685706087737344e-05, + 2.1662192011717707e-05, + 2.1638310499838553e-05, + 2.1614810975734144e-05, + 2.159136965929065e-05, + 2.1568333977484144e-05, + 2.154509820684325e-05, + 2.152207525796257e-05, + 2.1499372451216914e-05, + 2.1476345864357427e-05, + 2.1453137378557585e-05, + 2.1429617845569737e-05, + 2.1406538508017547e-05, + 2.1383833882282488e-05, + 2.136122748197522e-05, + 2.133926682290621e-05, + 2.131724431819748e-05, + 2.129451240762137e-05, + 2.1271724108373746e-05, + 2.1249510609777644e-05, + 2.122775185853243e-05, + 2.1206071323831566e-05, + 2.1184150682529435e-05, + 2.1162082703085616e-05, + 2.1140249373274855e-05, + 2.111845424224157e-05, + 2.109649358317256e-05, + 2.1074692995171063e-05, + 2.1053225282230414e-05, + 2.1031848518759944e-05, + 2.101067548210267e-05, + 2.0989420590922236e-05, + 2.096832395181991e-05, + 2.0946943550370634e-05, + 2.0925695935147814e-05, + 2.0904699340462685e-05, + 2.088389555865433e-05, + 2.08629498956725e-05, + 2.0842107915086672e-05, + 2.0820943973376416e-05, + 2.079979094560258e-05, + 2.077877798001282e-05, + 2.0757737729582004e-05, + 2.073689756798558e-05, + 2.0716084691230208e-05, + 2.0695328203146346e-05, + 2.0674156985478476e-05, + 2.0653164028772153e-05, + 2.0631921870517544e-05, + 2.0611378204193898e-05, + 2.0591012798831798e-05, + 2.0570698325172998e-05, + 2.0550407498376444e-05, + 2.053037314908579e-05, + 2.051030969596468e-05, + 2.0489669623202644e-05, + 2.0468794900807552e-05, + 2.0447978386073373e-05, + 2.0427725758054294e-05, + 2.0407585907378234e-05, + 2.0387451513670385e-05, + 2.036720070464071e-05, + 2.0347079043858685e-05, + 2.0327068341430277e-05, + 2.0307168597355485e-05, + 2.0287505321903154e-05, + 2.0267740183044225e-05, + 2.0248109649401158e-05, + 2.022820081037935e-05, + 2.020839929173235e-05, + 2.018861960095819e-05, + 2.016925463976804e-05, + 2.0149895135546103e-05, + 2.0130684788455255e-05, + 2.011130709433928e-05, + 2.0092076738364995e-05, + 2.0072860934305936e-05, + 2.0053463231306523e-05, + 2.0034443878103048e-05, + 2.0015697373310104e-05, + 1.9997372874058783e-05, + 1.9978559066657908e-05, + 1.9959383280365728e-05, + 1.994042941078078e-05, + 1.9921313651138917e-05, + 1.990244163607713e-05, + 1.9883911591023207e-05, + 1.986506140383426e-05, + 1.9846103896270506e-05, + 1.9827301002806053e-05, + 1.9808763681794517e-05, + 1.979022090381477e-05, + 1.977153806365095e-05, + 1.9752815205720253e-05, + 1.973430516954977e-05, + 1.971590972971171e-05, + 1.9697434254339896e-05, + 1.9678673197631724e-05, + 1.9660119505715556e-05, + 1.9641769540612586e-05, + 1.9623490516096354e-05, + 1.960543158929795e-05, + 1.9587576389312744e-05, + 1.956970663741231e-05, + 1.955185507540591e-05, + 1.9533752492861822e-05, + 1.9515302483341657e-05, + 1.949697980307974e-05, + 1.947917371580843e-05, + 1.9461669580778107e-05, + 1.9444256395217963e-05, + 1.942670496646315e-05, + 1.9408857042435557e-05, + 1.939101639436558e-05, + 1.9373259419808164e-05, + 1.935523141582962e-05, + 1.933729072334245e-05, + 1.931978840730153e-05, + 1.9302717191749252e-05, + 1.9285702364868484e-05, + 1.9268076357548125e-05, + 1.9250050172558986e-05, + 1.923237505252473e-05, + 1.9215012798667885e-05, + 1.919775786518585e-05, + 1.918088128149975e-05, + 1.916411201818846e-05, + 1.9146913473377936e-05, + 1.912961306516081e-05, + 1.911217077577021e-05, + 1.909480124595575e-05, + 1.90774371731095e-05, + 1.9060105842072517e-05, + 1.9043114662053995e-05, + 1.902614712889772e-05, + 1.900878305605147e-05, + 1.8991886463481933e-05, + 1.897529546113219e-05, + 1.895865898404736e-05, + 1.894197703222744e-05, + 1.892537511594128e-05, + 1.890894964162726e-05, + 1.8892309526563622e-05, + 1.8875705791288055e-05, + 1.885923666122835e-05, + 1.884270204755012e-05, + 1.8825987353920937e-05, + 1.88093472388573e-05, + 1.8792872651829384e-05, + 1.8776325305225328e-05, + 1.87600489880424e-05, + 1.8744191038422287e-05, + 1.8728240320342593e-05, + 1.87122896022629e-05, + 1.869597144832369e-05, + 1.8679636923479848e-05, + 1.8663680748431943e-05, + 1.86476536327973e-05, + 1.8631373677635565e-05, + 1.861493001342751e-05, + 1.8598791939439252e-05, + 1.8582735719974153e-05, + 1.856697963376064e-05, + 1.85513144970173e-05, + 1.8535381968831643e-05, + 1.8519691366236657e-05, + 1.8504098989069462e-05, + 1.8488686691853218e-05, + 1.8472905139788054e-05, + 1.8456796169630252e-05, + 1.8440474377712235e-05, + 1.8424496374791488e-05, + 1.8408880350762047e-05, + 1.839352808019612e-05, + 1.8378274035057984e-05, + 1.83630982064642e-05, + 1.8347542209085077e-05, + 1.8332137187826447e-05, + 1.8316824935027398e-05, + 1.8301496311323717e-05, + 1.828590757213533e-05, + 1.827032247092575e-05, + 1.8254870155942626e-05, + 1.8239465134683996e-05, + 1.8224181985715404e-05, + 1.820880061131902e-05, + 1.819366661948152e-05, + 1.8178552636527456e-05, + 1.816328222048469e-05, + 1.814775532693602e-05, + 1.8132399418391287e-05, + 1.8117198123945855e-05, + 1.8102409740095027e-05, + 1.8087710486724973e-05, + 1.8072994862450287e-05, + 1.8058286514133215e-05, + 1.804358180379495e-05, + 1.8029173588729464e-05, + 1.8014867237070575e-05, + 1.8000609998125583e-05, + 1.798600351321511e-05, + 1.7971478882827796e-05, + 1.795684511307627e-05, + 1.794238960428629e-05, + 1.792797411326319e-05, + 1.7913513147505e-05, + 1.7898957594297826e-05, + 1.788416557246819e-05, + 1.7869393559521995e-05, + 1.7854723409982398e-05, + 1.7840164218796417e-05, + 1.7825717804953456e-05, + 1.781176069926005e-05, + 1.7798056433093734e-05, + 1.77841375261778e-05, + 1.777000943548046e-05, + 1.7756043234840035e-05, + 1.774211341398768e-05, + 1.7728014427120797e-05, + 1.771374445524998e-05, + 1.7699494492262602e-05, + 1.7685322745819576e-05, + 1.7671502064331435e-05, + 1.7657963326200843e-05, + 1.76442954398226e-05, + 1.7630394722800702e-05, + 1.7616433979128487e-05, + 1.7602731531951576e-05, + 1.758902180881705e-05, + 1.757511927280575e-05, + 1.756110395945143e-05, + 1.7547121387906373e-05, + 1.753325341269374e-05, + 1.751933632476721e-05, + 1.7505626601632684e-05, + 1.7492002371000126e-05, + 1.747841088217683e-05, + 1.746472844388336e-05, + 1.745101690175943e-05, + 1.743735992931761e-05, + 1.742369386192877e-05, + 1.741020241752267e-05, + 1.7396632756572217e-05, + 1.73830303538125e-05, + 1.736940976115875e-05, + 1.735607293085195e-05, + 1.7342730643576942e-05, + 1.7329402908217162e-05, + 1.7316137018497102e-05, + 1.7302820197073743e-05, + 1.7289567040279508e-05, + 1.7276293874601834e-05, + 1.7262993424083106e-05, + 1.7249520169571042e-05, + 1.7235959603567608e-05, + 1.722225351841189e-05, + 1.7208545614266768e-05, + 1.719487045193091e-05, + 1.7181208022520877e-05, + 1.7167523765238002e-05, + 1.715401049295906e-05, + 1.7140608179033734e-05, + 1.7127238606917672e-05, + 1.711376717139501e-05, + 1.7100390323321335e-05, + 1.7087082596844994e-05, + 1.70741586771328e-05, + 1.7061232938431203e-05, + 1.704821625025943e-05, + 1.7035185010172427e-05, + 1.702220833976753e-05, + 1.7009140719892457e-05, + 1.6996244085021317e-05, + 1.6983547538984567e-05, + 1.6970925571513362e-05, + 1.6958327250904404e-05, + 1.694572165433783e-05, + 1.6933319784584455e-05, + 1.692072873993311e-05, + 1.6908148609218188e-05, + 1.6895308363018557e-05, + 1.6882508134585805e-05, + 1.6869647879502736e-05, + 1.6856884030858055e-05, + 1.6844223864609376e-05, + 1.6831587345222943e-05, + 1.6818998119561e-05, + 1.6806587154860608e-05, + 1.679408160271123e-05, + 1.678147236816585e-05, + 1.676880674494896e-05, + 1.6756523109506816e-05, + 1.674413579166867e-05, + 1.6731682990211993e-05, + 1.6719352061045356e-05, + 1.6706848327885382e-05, + 1.6694420992280357e-05, + 1.6682010027579963e-05, + 1.6669853721396066e-05, + 1.6657711967127398e-05, + 1.664544834056869e-05, + 1.6633255654596724e-05, + 1.6620997485006228e-05, + 1.6608591977274045e-05, + 1.6596208297414705e-05, + 1.6583830074523576e-05, + 1.6571519154240377e-05, + 1.6559466530452482e-05, + 1.654757943470031e-05, + 1.6535583199583925e-05, + 1.6523721569683403e-05, + 1.6511847206857055e-05, + 1.650000922381878e-05, + 1.6488245819346048e-05, + 1.6476440578117035e-05, + 1.6464702639495954e-05, + 1.6452982890768908e-05, + 1.6441279512946494e-05, + 1.6429752577096224e-05, + 1.6418194718426093e-05, + 1.6406631402787752e-05, + 1.6394931662944146e-05, + 1.6383204638259485e-05, + 1.6371584933949634e-05, + 1.636000524740666e-05, + 1.634847831155639e-05, + 1.633715510251932e-05, + 1.632580278965179e-05, + 1.6314234017045237e-05, + 1.6302588846883737e-05, + 1.629101825528778e-05, + 1.627937308512628e-05, + 1.6267653336399235e-05, + 1.625602089916356e-05, + 1.6244388461927883e-05, + 1.6232737834798172e-05, + 1.622104537091218e-05, + 1.6209589375648648e-05, + 1.61979714903282e-05, + 1.6186349967028946e-05, + 1.617477937543299e-05, + 1.616326335351914e-05, + 1.615186374692712e-05, + 1.6140438674483448e-05, + 1.6129089999594726e-05, + 1.6117828636197373e-05, + 1.610643266758416e-05, + 1.6095056707854383e-05, + 1.6083668015198782e-05, + 1.6072512153186835e-05, + 1.6061332644312643e-05, + 1.6050287740654312e-05, + 1.6038864487200044e-05, + 1.6027564925025217e-05, + 1.6016430890886113e-05, + 1.600537871127017e-05, + 1.5994028217392042e-05, + 1.5982644981704652e-05, + 1.5971269021974877e-05, + 1.5959993106662296e-05, + 1.5948609870974906e-05, + 1.593724846316036e-05, + 1.5925981642794795e-05, + 1.5914863979560323e-05, + 1.5903809980954975e-05, + 1.5892555893515237e-05, + 1.588135819474701e-05, + 1.5870187780819833e-05, + 1.585918835189659e-05, + 1.5848330804146826e-05, + 1.5837526007089764e-05, + 1.5826451999600977e-05, + 1.5815412552910857e-05, + 1.580454409122467e-05, + 1.579361196490936e-05, + 1.5782579794176854e-05, + 1.5771485777804628e-05, + 1.5760542737552896e-05, + 1.5749832527944818e-05, + 1.573909685248509e-05, + 1.5728486687294208e-05, + 1.571790562593378e-05, + 1.570735730638262e-05, + 1.5696916307206266e-05, + 1.568660263728816e-05, + 1.567637264088262e-05, + 1.5665997125324793e-05, + 1.565531420055777e-05, + 1.5644785889890045e-05, + 1.5634479495929554e-05, + 1.562426950840745e-05, + 1.561412136652507e-05, + 1.5603844076395035e-05, + 1.5593521311529912e-05, + 1.5583267668262124e-05, + 1.5573043128824793e-05, + 1.5562794942525215e-05, + 1.5552564946119674e-05, + 1.554227310407441e-05, + 1.5532195902778767e-05, + 1.5522095054620877e-05, + 1.5511930541833863e-05, + 1.5501624147873372e-05, + 1.5491334124817513e-05, + 1.5481018635910004e-05, + 1.547073588881176e-05, + 1.546066596347373e-05, + 1.5450610590050928e-05, + 1.544075712445192e-05, + 1.543093821965158e-05, + 1.5421121133840643e-05, + 1.541122401249595e-05, + 1.5401325072161853e-05, + 1.5391506167361513e-05, + 1.5381801858893596e-05, + 1.537195021228399e-05, + 1.536178206151817e-05, + 1.5351637557614595e-05, + 1.5341545804403722e-05, + 1.5331401300500147e-05, + 1.532119858893566e-05, + 1.531128327769693e-05, + 1.530149529571645e-05, + 1.5291700037778355e-05, + 1.5281906598829664e-05, + 1.527197855466511e-05, + 1.5262305169017054e-05, + 1.5252619959937874e-05, + 1.524293293186929e-05, + 1.5233165868266951e-05, + 1.5223476111714263e-05, + 1.52139537021867e-05 + ], + [ + 0.0078125, + 0.005845557898283005, + 0.004480374976992607, + 0.0038952305912971497, + 0.0036406696308404207, + 0.003375652013346553, + 0.003091613296419382, + 0.0028020585887134075, + 0.00251719169318676, + 0.0023089745081961155, + 0.002193714492022991, + 0.0020966357551515102, + 0.0020537173841148615, + 0.0020775082521140575, + 0.0021619873587042093, + 0.0023302659392356873, + 0.0024992728140205145, + 0.0026229850482195616, + 0.0027054529637098312, + 0.0028212901670485735, + 0.002720707794651389, + 0.00251033715903759, + 0.0022348370403051376, + 0.002026940928772092, + 0.0018797112861648202, + 0.001767857582308352, + 0.0016652951017022133, + 0.0015342909609898925, + 0.0013979340437799692, + 0.0012635093880817294, + 0.001155988429673016, + 0.001056654378771782, + 0.0009406671160832047, + 0.0008355139871127903, + 0.0007379374583251774, + 0.0006578558823093772, + 0.0005849406588822603, + 0.0005220181192271411, + 0.00047361053293570876, + 0.000435816211393103, + 0.0004056864127051085, + 0.00037968746619299054, + 0.0003567974781617522, + 0.00033307322883047163, + 0.0003128623648080975, + 0.00029389397241175175, + 0.00027765060076490045, + 0.00026377360336482525, + 0.0002511375059839338, + 0.0002402784739388153, + 0.00023014444741420448, + 0.0002211991377407685, + 0.00021317480423022062, + 0.00020596972899511456, + 0.0001996330393012613, + 0.00019372758106328547, + 0.00018847957835532725, + 0.00018371692567598075, + 0.00017936527729034424, + 0.00017546700837556273, + 0.00017189611389767379, + 0.00016853889974299818, + 0.00016543015954084694, + 0.0001623906136956066, + 0.00015950437227729708, + 0.00015676439215894789, + 0.00015415129018947482, + 0.00015171639097388834, + 0.00014944323629606515, + 0.00014727970119565725, + 0.0001452854194212705, + 0.00014338897017296404, + 0.00014157222176436335, + 0.0001398533786414191, + 0.0001381878973916173, + 0.00013658389798365533, + 0.00013503924128599465, + 0.00013355955888982862, + 0.00013214100908953696, + 0.00013076062896288931, + 0.00012939221051055938, + 0.00012810237240046263, + 0.00012683567183557898, + 0.00012562365736812353, + 0.00012447615154087543, + 0.00012330642493907362, + 0.00012215046444907784, + 0.00012105724454158917, + 0.00011998414265690371, + 0.00011894402268808335, + 0.00011792639998020604, + 0.00011690130486385897, + 0.00011589055065996945, + 0.00011491958139231429, + 0.0001139832311309874, + 0.00011308381363051012, + 0.0001122072062571533, + 0.00011134470696561038, + 0.00011047911539208144, + 0.00010961278894683346, + 0.00010877758904825896, + 0.00010796895367093384, + 0.0001071845690603368, + 0.00010643611312843859, + 0.0001056867913575843, + 0.00010495290189282969, + 0.00010422858031233773, + 0.00010350307275075465, + 0.00010279061098117381, + 0.00010206464503426105, + 0.00010133893374586478, + 0.00010063608351629227, + 9.993051207857206e-05, + 9.925180347636342e-05, + 9.858640987658873e-05, + 9.793358913157135e-05, + 9.73081259871833e-05, + 9.670775762060657e-05, + 9.613033762434497e-05, + 9.556587610859424e-05, + 9.499747102381662e-05, + 9.442154259886593e-05, + 9.385880548506975e-05, + 9.331212640972808e-05, + 9.279218647861853e-05, + 9.228712588082999e-05, + 9.178061009151861e-05, + 9.127693920163438e-05, + 9.076260175788775e-05, + 9.024893370224163e-05, + 8.975248783826828e-05, + 8.927282033255324e-05, + 8.880771201802418e-05, + 8.833055471768603e-05, + 8.785011596046388e-05, + 8.73812023201026e-05, + 8.691835682839155e-05, + 8.648287621326745e-05, + 8.603551395935938e-05, + 8.559689013054594e-05, + 8.516183879692107e-05, + 8.473073103232309e-05, + 8.431806054431945e-05, + 8.390186121687293e-05, + 8.348455594386905e-05, + 8.30717763165012e-05, + 8.265426004072651e-05, + 8.223438635468483e-05, + 8.18267508293502e-05, + 8.142981823766604e-05, + 8.103548316285014e-05, + 8.065290603553876e-05, + 8.027515286812559e-05, + 7.989814184838906e-05, + 7.953529711812735e-05, + 7.918190385680646e-05, + 7.884023216320202e-05, + 7.850281690480188e-05, + 7.81635899329558e-05, + 7.782704778946936e-05, + 7.747673953417689e-05, + 7.713469676673412e-05, + 7.679483678657562e-05, + 7.64576907386072e-05, + 7.612690387759358e-05, + 7.580324745504186e-05, + 7.548491703346372e-05, + 7.51676780055277e-05, + 7.484983507310972e-05, + 7.452385762007907e-05, + 7.420522160828114e-05, + 7.388649828499183e-05, + 7.357541471719742e-05, + 7.326331251533702e-05, + 7.296038529602811e-05, + 7.265302701853216e-05, + 7.23577177268453e-05, + 7.206833834061399e-05, + 7.177658699220046e-05, + 7.148621807573363e-05, + 7.119304791558534e-05, + 7.091031147865579e-05, + 7.063186058076099e-05, + 7.03513142070733e-05, + 7.00728633091785e-05, + 6.979246973060071e-05, + 6.951923569431528e-05, + 6.926109199412167e-05, + 6.900819425936788e-05, + 6.875422695884481e-05, + 6.849856436019763e-05, + 6.82348691043444e-05, + 6.796377419959754e-05, + 6.769326864741743e-05, + 6.743370613548905e-05, + 6.717749056406319e-05, + 6.692188617307693e-05, + 6.666660192422569e-05, + 6.640586798312142e-05, + 6.614824815187603e-05, + 6.588895485037938e-05, + 6.563712668139488e-05, + 6.538789602927864e-05, + 6.514344568131492e-05, + 6.49026915198192e-05, + 6.466413469752297e-05, + 6.442952872021124e-05, + 6.419081910280511e-05, + 6.395315722329542e-05, + 6.371597555698827e-05, + 6.348692841129377e-05, + 6.325777940219268e-05, + 6.303154077613726e-05, + 6.280731759034097e-05, + 6.258906796574593e-05, + 6.237563502509147e-05, + 6.216338806552812e-05, + 6.195226887939498e-05, + 6.174229929456487e-05, + 6.153185677248985e-05, + 6.132015550974756e-05, + 6.110644608270377e-05, + 6.088733425713144e-05, + 6.067455615266226e-05, + 6.047017814125866e-05, + 6.026995470165275e-05, + 6.007148476783186e-05, + 5.987498661852442e-05, + 5.968192272121087e-05, + 5.949116894043982e-05, + 5.929679537075572e-05, + 5.91044154134579e-05, + 5.8915888075716794e-05, + 5.873088593943976e-05, + 5.854372648173012e-05, + 5.8357283705845475e-05, + 5.816659177071415e-05, + 5.797805351903662e-05, + 5.77955725020729e-05, + 5.761799548054114e-05, + 5.744637383031659e-05, + 5.727490133722313e-05, + 5.710212644771673e-05, + 5.69277981412597e-05, + 5.67562528885901e-05, + 5.659083035425283e-05, + 5.6423414207529277e-05, + 5.625297853839584e-05, + 5.607695857179351e-05, + 5.5902302847243845e-05, + 5.5731215979903936e-05, + 5.556440737564117e-05, + 5.540105848922394e-05, + 5.523722211364657e-05, + 5.507690002559684e-05, + 5.4916843510000035e-05, + 5.47571835340932e-05, + 5.459988460643217e-05, + 5.444126873044297e-05, + 5.428230360848829e-05, + 5.4122596338856965e-05, + 5.396244159783237e-05, + 5.3805881179869175e-05, + 5.3654886869480833e-05, + 5.3507705160882324e-05, + 5.335895184543915e-05, + 5.321022035786882e-05, + 5.3059644415043294e-05, + 5.2912113460479304e-05, + 5.276417869026773e-05, + 5.261648038867861e-05, + 5.246715954854153e-05, + 5.2318722737254575e-05, + 5.217171928961761e-05, + 5.2029463404323906e-05, + 5.189174407860264e-05, + 5.175662590772845e-05, + 5.1619317673612386e-05, + 5.148371565155685e-05, + 5.1349485147511587e-05, + 5.1218004955444485e-05, + 5.1084407459711656e-05, + 5.0946895498782396e-05, + 5.080781193100847e-05, + 5.066698940936476e-05, + 5.0530958105809987e-05, + 5.0396338338032365e-05, + 5.026902363169938e-05, + 5.014273483539e-05, + 5.001806857762858e-05, + 4.989272201783024e-05, + 4.976386117050424e-05, + 4.963329774909653e-05, + 4.9504396884003654e-05, + 4.93777115480043e-05, + 4.925336907035671e-05, + 4.912705844617449e-05, + 4.900017302134074e-05, + 4.887263276032172e-05, + 4.874865771853365e-05, + 4.8627563955960795e-05, + 4.8507790779694915e-05, + 4.8389891162514687e-05, + 4.8272035201080143e-05, + 4.8154874093597755e-05, + 4.8037865781225264e-05, + 4.792281106347218e-05, + 4.780926974490285e-05, + 4.769779116031714e-05, + 4.758700015372597e-05, + 4.747540515381843e-05, + 4.73619184049312e-05, + 4.724862446892075e-05, + 4.713672387879342e-05, + 4.7026875108713284e-05, + 4.691880167229101e-05, + 4.681196514866315e-05, + 4.670508860726841e-05, + 4.659929982153699e-05, + 4.6493678382830694e-05, + 4.6390992793021724e-05, + 4.6286717406474054e-05, + 4.617982995114289e-05, + 4.6072524128248915e-05, + 4.5966058678459376e-05, + 4.586082650348544e-05, + 4.575577986543067e-05, + 4.565279959933832e-05, + 4.5550823415396735e-05, + 4.545049523585476e-05, + 4.53480715805199e-05, + 4.5246502850204706e-05, + 4.514468309935182e-05, + 4.5044958824291825e-05, + 4.4947824790142477e-05, + 4.485493991523981e-05, + 4.476130197872408e-05, + 4.4666885514743626e-05, + 4.457211252884008e-05, + 4.4478863856056705e-05, + 4.4387434172676876e-05, + 4.429597538546659e-05, + 4.420455661602318e-05, + 4.4111035094829276e-05, + 4.4014868763042614e-05, + 4.3919597374042496e-05, + 4.382581028039567e-05, + 4.373390765977092e-05, + 4.3642299715429544e-05, + 4.35516303696204e-05, + 4.346125933807343e-05, + 4.3371815991122276e-05, + 4.328264549258165e-05, + 4.319285653764382e-05, + 4.31017397204414e-05, + 4.301230364944786e-05, + 4.292403536965139e-05, + 4.283606540411711e-05, + 4.274693856132217e-05, + 4.265838651917875e-05, + 4.256959437043406e-05, + 4.2483188735786825e-05, + 4.239829286234453e-05, + 4.231413913657889e-05, + 4.222917414153926e-05, + 4.214351429254748e-05, + 4.2058083636220545e-05, + 4.1973409679485485e-05, + 4.188945604255423e-05, + 4.1807154048001394e-05, + 4.172387343714945e-05, + 4.164321217103861e-05, + 4.156233626417816e-05, + 4.1483694076305255e-05, + 4.140295641263947e-05, + 4.132268077228218e-05, + 4.124293627683073e-05, + 4.116316995350644e-05, + 4.108308348804712e-05, + 4.10042266594246e-05, + 4.092612289241515e-05, + 4.084916872670874e-05, + 4.0771017665974796e-05, + 4.0691535104997456e-05, + 4.061282379552722e-05, + 4.053599695907906e-05, + 4.045950117870234e-05, + 4.0383514715358615e-05, + 4.030810669064522e-05, + 4.0232880564872175e-05, + 4.0158229239750654e-05, + 4.0081598854158074e-05, + 4.000573244411498e-05, + 3.993047357653268e-05, + 3.985602597822435e-05, + 3.9780519728083163e-05, + 3.9705715607851744e-05, + 3.9632184780202806e-05, + 3.955802822019905e-05, + 3.948430094169453e-05, + 3.9411563193425536e-05, + 3.9340549847111106e-05, + 3.927127181668766e-05, + 3.9202092011692e-05, + 3.913362161256373e-05, + 3.906519850715995e-05, + 3.899709918187e-05, + 3.892789391102269e-05, + 3.8859328924445435e-05, + 3.878991992678493e-05, + 3.872083834721707e-05, + 3.865265171043575e-05, + 3.8586382288485765e-05, + 3.8520058296853676e-05, + 3.845249011646956e-05, + 3.8385525840567425e-05, + 3.831766662187874e-05, + 3.825042585958727e-05, + 3.8183869037311524e-05, + 3.811829083133489e-05, + 3.8054200558690354e-05, + 3.7990004784660414e-05, + 3.792455390794203e-05, + 3.7858335417695343e-05, + 3.779410690185614e-05, + 3.773070056922734e-05, + 3.7668160075554624e-05, + 3.7604462704621255e-05, + 3.75400013581384e-05, + 3.7474481359822676e-05, + 3.7410361983347684e-05, + 3.7347952456912026e-05, + 3.7285306461853907e-05, + 3.72229733329732e-05, + 3.7162459193496034e-05, + 3.710317469085567e-05, + 3.7043446354800835e-05, + 3.6983077734475955e-05, + 3.692118843900971e-05, + 3.68603432434611e-05, + 3.6799945519305766e-05, + 3.673922037705779e-05, + 3.6678935430245474e-05, + 3.6619479942601174e-05, + 3.656053377198987e-05, + 3.650038706837222e-05, + 3.6440073017729446e-05, + 3.638007183326408e-05, + 3.6321976949693635e-05, + 3.6263958463678136e-05, + 3.6204917705617845e-05, + 3.614612069213763e-05, + 3.608724000514485e-05, + 3.602877040975727e-05, + 3.59710720658768e-05, + 3.591509448597208e-05, + 3.5858607589034364e-05, + 3.580162228900008e-05, + 3.574486618163064e-05, + 3.5688710340764374e-05, + 3.563319842214696e-05, + 3.5577828384703025e-05, + 3.5522753023542464e-05, + 3.546775405993685e-05, + 3.541256592143327e-05, + 3.5357683373149484e-05, + 3.530270987539552e-05, + 3.524795101839118e-05, + 3.519433448673226e-05, + 3.514085983624682e-05, + 3.508660665829666e-05, + 3.503265179460868e-05, + 3.497836223687045e-05, + 3.49235997418873e-05, + 3.4868193324655294e-05, + 3.4813165257219225e-05, + 3.4759112168103456e-05, + 3.470557203399949e-05, + 3.4651398891583085e-05, + 3.4597211197251454e-05, + 3.4543532819952816e-05, + 3.449046562309377e-05, + 3.4437183785485104e-05, + 3.4384771424811333e-05, + 3.433316669543274e-05, + 3.4281019907211885e-05, + 3.422930240049027e-05, + 3.4177457564510405e-05, + 3.412620208109729e-05, + 3.4075335861416534e-05, + 3.402414222364314e-05, + 3.397270120331086e-05, + 3.3921398426173255e-05, + 3.387021934031509e-05, + 3.3819676900748163e-05, + 3.376939639565535e-05, + 3.372009814484045e-05, + 3.36719531333074e-05, + 3.362317511346191e-05, + 3.357343302923255e-05, + 3.352399653522298e-05, + 3.347465462866239e-05, + 3.342561103636399e-05, + 3.337647649459541e-05, + 3.3327745768474415e-05, + 3.327876765979454e-05, + 3.322959310025908e-05, + 3.318059680168517e-05, + 3.313160777906887e-05, + 3.308277882752009e-05, + 3.303434277768247e-05, + 3.2986135920509696e-05, + 3.293884583399631e-05, + 3.289165397291072e-05, + 3.2845458918018267e-05, + 3.279990778537467e-05, + 3.275420021964237e-05, + 3.270802699262276e-05, + 3.266135536250658e-05, + 3.261534220655449e-05, + 3.256936543039046e-05, + 3.252349779359065e-05, + 3.2477833883604035e-05, + 3.2432464649900794e-05, + 3.2387230021413416e-05, + 3.23418753396254e-05, + 3.229633148293942e-05, + 3.225092586944811e-05, + 3.220580765628256e-05, + 3.216060213162564e-05, + 3.2115949579747394e-05, + 3.207231929991394e-05, + 3.2028074201662093e-05, + 3.198399281245656e-05, + 3.194050077581778e-05, + 3.189715062035248e-05, + 3.1854073313297704e-05, + 3.181054853484966e-05, + 3.17669655487407e-05, + 3.1723790016258135e-05, + 3.168020703014918e-05, + 3.16365621984005e-05, + 3.159260450047441e-05, + 3.154876685584895e-05, + 3.1505391234532e-05, + 3.146196104353294e-05, + 3.141881825285964e-05, + 3.137611201964319e-05, + 3.1333711376646534e-05, + 3.129134711343795e-05, + 3.124928844044916e-05, + 3.1207291613100097e-05, + 3.116537845926359e-05, + 3.112361082457937e-05, + 3.108169403276406e-05, + 3.104028292000294e-05, + 3.0999068258097395e-05, + 3.095792271778919e-05, + 3.091664257226512e-05, + 3.0875755328452215e-05, + 3.083495903410949e-05, + 3.0794122721999884e-05, + 3.075274435104802e-05, + 3.071217724937014e-05, + 3.0671584681840613e-05, + 3.0631577828899026e-05, + 3.059153459616937e-05, + 3.055137858609669e-05, + 3.0511686418321915e-05, + 3.047196878469549e-05, + 3.0432624043896794e-05, + 3.0393592169275507e-05, + 3.0354305636137724e-05, + 3.0315175536088645e-05, + 3.0275874451035634e-05, + 3.023667522938922e-05, + 3.019750329258386e-05, + 3.0158753361320123e-05, + 3.012060005858075e-05, + 3.0082881494308822e-05, + 3.0045013772905804e-05, + 3.0006811357452534e-05, + 2.9968578019179404e-05, + 2.9930673917988315e-05, + 2.989351560245268e-05, + 2.9856120818294585e-05, + 2.981891157105565e-05, + 2.978165321110282e-05, + 2.9744591302005574e-05, + 2.9707491194130853e-05, + 2.967031286971178e-05, + 2.9633187295985408e-05, + 2.9596287276945077e-05, + 2.9559423637692817e-05, + 2.9522112527047284e-05, + 2.9484685001079924e-05, + 2.9447550332406536e-05, + 2.941125785582699e-05, + 2.9375582016655244e-05, + 2.9339689717744477e-05, + 2.9303399060154334e-05, + 2.9267373975017108e-05, + 2.9231559892650694e-05, + 2.9196000468800776e-05, + 2.916033372457605e-05, + 2.9124812499503605e-05, + 2.908953138103243e-05, + 2.9054146580165252e-05, + 2.9019020075793378e-05, + 2.898421917052474e-05, + 2.894951649068389e-05, + 2.8915179427713156e-05, + 2.8880696845590137e-05, + 2.884593777707778e-05, + 2.8811278752982616e-05, + 2.8776985345757566e-05, + 2.8743086659233086e-05, + 2.870909884222783e-05, + 2.8675323846982792e-05, + 2.8641605240409262e-05, + 2.8608556021936238e-05, + 2.857561230484862e-05, + 2.854258127626963e-05, + 2.850907367246691e-05, + 2.8475316867115907e-05, + 2.8441903850762174e-05, + 2.840838897100184e-05, + 2.8374788598739542e-05, + 2.8341584766167216e-05, + 2.830862285918556e-05, + 2.827590287779458e-05, + 2.8243130145710893e-05, + 2.8210270102135837e-05, + 2.8177499189041555e-05, + 2.8144821044406854e-05, + 2.8112144718761556e-05, + 2.807932651194278e-05, + 2.804674113576766e-05, + 2.8014566851197742e-05, + 2.798237073875498e-05, + 2.794989813992288e-05, + 2.791727274598088e-05, + 2.788472738757264e-05, + 2.7852649509441108e-05, + 2.7820826289826073e-05, + 2.7789401428890415e-05, + 2.7757929274230264e-05, + 2.7726240659831092e-05, + 2.7694473828887567e-05, + 2.76627361017745e-05, + 2.7631107514025643e-05, + 2.7599304303294048e-05, + 2.756794674496632e-05, + 2.7537122150533833e-05, + 2.7506275728228502e-05, + 2.7475045499159023e-05, + 2.744371522567235e-05, + 2.741318166954443e-05, + 2.738273724389728e-05, + 2.735250564001035e-05, + 2.7322226742398925e-05, + 2.7291958758723922e-05, + 2.7261494324193336e-05, + 2.7231339117861353e-05, + 2.7201294869882986e-05, + 2.71712415269576e-05, + 2.714114452828653e-05, + 2.7110854716738686e-05, + 2.7080843210569583e-05, + 2.7050869903177954e-05, + 2.7021000278182328e-05, + 2.6991077902494e-05, + 2.696119736356195e-05, + 2.6931389584206045e-05, + 2.690174733288586e-05, + 2.6872467060456984e-05, + 2.684343417058699e-05, + 2.6814135708264075e-05, + 2.6784658984979615e-05, + 2.6755731596495025e-05, + 2.6727049771579914e-05, + 2.6698544388636947e-05, + 2.666976797627285e-05, + 2.6641264412319288e-05, + 2.6613011868903413e-05, + 2.658464654814452e-05, + 2.6556137527222745e-05, + 2.652737202879507e-05, + 2.6498928491491824e-05, + 2.6470288503332995e-05, + 2.6441673981025815e-05, + 2.6413008527015336e-05, + 2.6384850571048446e-05, + 2.6357003662269562e-05, + 2.632925497891847e-05, + 2.6301551770302467e-05, + 2.6274068659404293e-05, + 2.624660737637896e-05, + 2.6219169740215875e-05, + 2.6191646611550823e-05, + 2.6164090741076507e-05, + 2.6136840460821986e-05, + 2.6109491955139674e-05, + 2.6082201657118276e-05, + 2.6054973204736598e-05, + 2.602797030704096e-05, + 2.60006490861997e-05, + 2.5973344236263074e-05, + 2.594635407149326e-05, + 2.5919598556356505e-05, + 2.5892724806908518e-05, + 2.586585469543934e-05, + 2.5839324734988622e-05, + 2.5812762032728642e-05, + 2.5786195692489855e-05, + 2.5759591153473593e-05, + 2.5733286747708917e-05, + 2.570688047853764e-05, + 2.5680397811811417e-05, + 2.5654120690887794e-05, + 2.5628045477787964e-05, + 2.5602215828257613e-05, + 2.5576639018254355e-05, + 2.5550854843459092e-05, + 2.552503428887576e-05, + 2.5499577532173134e-05, + 2.5474180802120827e-05, + 2.5448520318605006e-05, + 2.5422987164347433e-05, + 2.539755769248586e-05, + 2.5372217351105064e-05, + 2.534700615797192e-05, + 2.532162397983484e-05, + 2.5296280000475235e-05, + 2.5271163394791074e-05, + 2.5246161385439336e-05, + 2.5220999305020086e-05, + 2.5195697162416764e-05, + 2.5170438675559126e-05, + 2.5145420295302756e-05, + 2.5120551072177477e-05, + 2.509594378352631e-05, + 2.5071498384932056e-05, + 2.504672374925576e-05, + 2.502219649613835e-05, + 2.4997554646688513e-05, + 2.4972843675641343e-05, + 2.4948283680714667e-05, + 2.4923840101109818e-05, + 2.4899378331610933e-05, + 2.4875182134564966e-05, + 2.4850913177942857e-05, + 2.4826493245200254e-05, + 2.4802397092571482e-05, + 2.4778491933830082e-05, + 2.475446308380924e-05, + 2.473045424267184e-05, + 2.470643630658742e-05, + 2.4682414732524194e-05, + 2.465844590915367e-05, + 2.4634493456687778e-05, + 2.4610806576674804e-05, + 2.458700691931881e-05, + 2.456344009260647e-05, + 2.4539887817809358e-05, + 2.4516442863387056e-05, + 2.4493121600244194e-05, + 2.446966573188547e-05, + 2.4446238967357203e-05, + 2.4422759452136233e-05, + 2.4399389076279476e-05, + 2.4376058718189597e-05, + 2.435276473988779e-05, + 2.432939800200984e-05, + 2.4306060367962345e-05, + 2.428260449960362e-05, + 2.4259312340291217e-05, + 2.4236351237050258e-05, + 2.4213501092162915e-05, + 2.419054726487957e-05, + 2.4167658921214752e-05, + 2.4144908820744604e-05, + 2.4122036847984418e-05, + 2.4099294023471884e-05, + 2.4076702175079845e-05, + 2.4054164896369912e-05, + 2.4031411157920957e-05, + 2.400887206022162e-05, + 2.398669494141359e-05, + 2.3964517822605558e-05, + 2.3942575353430584e-05, + 2.3920651074149646e-05, + 2.3898561266832985e-05, + 2.3876384148024954e-05, + 2.3854281607782468e-05, + 2.3832186343497597e-05, + 2.3810051061445847e-05, + 2.378808676439803e-05, + 2.376633528911043e-05, + 2.3744500140310265e-05, + 2.3722652258584276e-05, + 2.3700902602286078e-05, + 2.3679242076468654e-05, + 2.3657445126445964e-05, + 2.363564090046566e-05, + 2.361394217587076e-05, + 2.3592450816067867e-05, + 2.357099947403185e-05, + 2.3549677280243486e-05, + 2.3528298697783612e-05, + 2.3506952857133e-05, + 2.3485605197492987e-05, + 2.3464301193598658e-05, + 2.3443129975930788e-05, + 2.342192419746425e-05, + 2.340075843676459e-05, + 2.3379563572234474e-05, + 2.3358234102488495e-05, + 2.3336939193541184e-05, + 2.3315789803746156e-05, + 2.3294664060813375e-05, + 2.3273642000276595e-05, + 2.3252598111866973e-05, + 2.3231719751493074e-05, + 2.3210959625430405e-05, + 2.3190279534901492e-05, + 2.316951213288121e-05, + 2.3148824766394682e-05, + 2.312817014171742e-05, + 2.3107520974008366e-05, + 2.3087088266038336e-05, + 2.306672467966564e-05, + 2.3046457499731332e-05, + 2.3026173948892392e-05, + 2.300594496773556e-05, + 2.298588333360385e-05, + 2.2965743482927792e-05, + 2.2945634555071592e-05, + 2.2925582015886903e-05, + 2.2905605874257162e-05, + 2.288550604134798e-05, + 2.286556627950631e-05, + 2.284561014676001e-05, + 2.2825826818007044e-05, + 2.2806014385423623e-05, + 2.2785981855122373e-05, + 2.2766098481952213e-05, + 2.2746318791178055e-05, + 2.272670462843962e-05, + 2.27070977416588e-05, + 2.26875017688144e-05, + 2.2667834855383262e-05, + 2.26482588914223e-05, + 2.262871748826001e-05, + 2.2609330699197017e-05, + 2.2589943910134025e-05, + 2.257046253362205e-05, + 2.2551268557435833e-05, + 2.253208185720723e-05, + 2.251280784548726e-05, + 2.2493610231322236e-05, + 2.2474370780400932e-05, + 2.2455104044638574e-05, + 2.2435995560954325e-05, + 2.241697075078264e-05, + 2.2398044166038744e-05, + 2.237917942693457e-05, + 2.2360098228091374e-05, + 2.2340967916534282e-05, + 2.2321944925352e-05, + 2.2302940124063753e-05, + 2.2284048100118525e-05, + 2.226538708782755e-05, + 2.2246680600801483e-05, + 2.2228115994948894e-05, + 2.2209396774997003e-05, + 2.2190628442331217e-05, + 2.2171918317326345e-05, + 2.2153344616526738e-05, + 2.213491461589001e-05, + 2.211657010775525e-05, + 2.2098125555203296e-05, + 2.207965007983148e-05, + 2.206133103754837e-05, + 2.20430320041487e-05, + 2.2024740246706642e-05, + 2.200638482463546e-05, + 2.1988196749589406e-05, + 2.1970097805024125e-05, + 2.1952009774395265e-05, + 2.193406362493988e-05, + 2.1916148398304358e-05, + 2.18981640500715e-05, + 2.188013240811415e-05, + 2.1862135326955467e-05, + 2.1844061848241836e-05, + 2.1826019292348064e-05, + 2.1808133169542998e-05, + 2.1790221580886282e-05, + 2.1772402760689147e-05, + 2.1754662157036364e-05, + 2.1737007045885548e-05, + 2.1719224605476484e-05, + 2.170166771975346e-05, + 2.1684038074454293e-05, + 2.1666275642928667e-05, + 2.1648678739438765e-05, + 2.1631089111906476e-05, + 2.161343945772387e-05, + 2.1595988073386252e-05, + 2.1578578525804915e-05, + 2.1561285393545404e-05, + 2.1543981347349472e-05, + 2.1526577256736346e-05, + 2.150927684851922e-05, + 2.1491970983333886e-05, + 2.1474796085385606e-05, + 2.1457606635522097e-05, + 2.14404226426268e-05, + 2.1423333237180486e-05, + 2.1406312953331508e-05, + 2.1389245375758037e-05, + 2.1372206902015023e-05, + 2.135508657374885e-05, + 2.1338002625270747e-05, + 2.1321011445252225e-05, + 2.1303994799382053e-05, + 2.1287027266225778e-05, + 2.1270157958497293e-05, + 2.1253388695186004e-05, + 2.1236613974906504e-05, + 2.121984289260581e-05, + 2.12030627153581e-05, + 2.118632801284548e-05, + 2.1169587853364646e-05, + 2.115288589266129e-05, + 2.1136205759830773e-05, + 2.1119591110618785e-05, + 2.1102852770127356e-05, + 2.108617809426505e-05, + 2.1069610738777556e-05, + 2.1053112504887395e-05, + 2.1036630641901866e-05, + 2.1020143321948126e-05, + 2.100375968439039e-05, + 2.0987326934118755e-05, + 2.097106334986165e-05, + 2.0954814317519777e-05, + 2.09385652851779e-05, + 2.0922365365549922e-05, + 2.0906216377625242e-05, + 2.089016379613895e-05, + 2.0874047550023533e-05, + 2.0857894924120046e-05, + 2.08417641260894e-05, + 2.0825811589020304e-05, + 2.08097535505658e-05, + 2.0793710064026527e-05, + 2.0777519239345565e-05, + 2.0761353880516253e-05, + 2.074522853945382e-05, + 2.072921779472381e-05, + 2.0713270714622922e-05, + 2.0697425497928634e-05, + 2.0681542082456872e-05, + 2.0665713236667216e-05, + 2.0650004444178194e-05, + 2.0634399334085174e-05, + 2.0618692360585555e-05, + 2.060298720607534e-05, + 2.0587367544067092e-05, + 2.057179699477274e-05, + 2.0556275558192283e-05, + 2.054077231150586e-05, + 2.052519266726449e-05, + 2.050967850664165e-05, + 2.0494251657510176e-05, + 2.0478790247580037e-05, + 2.046328518190421e-05, + 2.0447789211175404e-05, + 2.04323969228426e-05, + 2.04170592041919e-05, + 2.0401746951392852e-05, + 2.0386436517583206e-05, + 2.0371067876112647e-05, + 2.0355739252408966e-05, + 2.0340605260571465e-05, + 2.032543306995649e-05, + 2.0310155377956107e-05, + 2.029498318734113e-05, + 2.0279923774069175e-05, + 2.0264804334146902e-05, + 2.0249637600500137e-05, + 2.023450178967323e-05, + 2.0219355064909905e-05, + 2.0204237443977036e-05, + 2.0189318092889152e-05, + 2.0174369637970813e-05, + 2.015955760725774e-05, + 2.0144761947449297e-05 + ], + [ + 0.0078125, + 0.006556712090969086, + 0.001237100688740611, + 0.001524224760942161, + 0.0015541322063654661, + 0.0018638629699125886, + 0.00015587387315463275, + 0.0006283321999944746, + 0.0006704463739879429, + 0.0006674249889329076, + 0.0006571943522430956, + 0.0006430901703424752, + 0.0006298770313151181, + 0.0006083917105570436, + 0.0006162720965221524, + 0.0006258696084842086, + 0.0006569109973497689, + 0.0006928821676410735, + 0.0007491267751902342, + 0.0008361085783690214, + 0.0009536901488900185, + 0.0009401784045621753, + 0.0006847710465081036, + 0.0005272876005619764, + 0.00043038479634560645, + 0.00037920250906609, + 0.000344176369253546, + 0.00032027106499299407, + 0.00030268868431448936, + 0.00028719319379888475, + 0.00027452633366920054, + 0.0002636644640006125, + 0.0002543844166211784, + 0.0002466473961248994, + 0.0002399160002823919, + 0.00023367194808088243, + 0.0002273849822813645, + 0.0002210133825428784, + 0.00021495309192687273, + 0.0002093753864755854, + 0.00020438965293578804, + 0.00019999333017040044, + 0.00019551892182789743, + 0.0001912742154672742, + 0.00018728128634393215, + 0.0001833485293900594, + 0.00017966574523597956, + 0.000176003115484491, + 0.00017227967327926308, + 0.00016865385987330228, + 0.0001652236096560955, + 0.00016205152496695518, + 0.00015896442346274853, + 0.00015609661932103336, + 0.00015334380441345274, + 0.0001507408742327243, + 0.00014834145258646458, + 0.00014603637100663036, + 0.00014384291716851294, + 0.00014176356489770114, + 0.00013977912021800876, + 0.00013789907097816467, + 0.00013611260510515422, + 0.0001344056217931211, + 0.0001327887730440125, + 0.00013121834490448236, + 0.00012968710507266223, + 0.00012824672739952803, + 0.00012682318629231304, + 0.0001254669186891988, + 0.00012418566620908678, + 0.0001229482440976426, + 0.0001217975077452138, + 0.00012070045340806246, + 0.00011964447912760079, + 0.0001186173758469522, + 0.00011758665641536936, + 0.00011657071445370093, + 0.00011556152458069846, + 0.0001145616261055693, + 0.00011360779899405316, + 0.00011264217755524442, + 0.00011171154619660228, + 0.00011080074909841642, + 0.00010990040755132213, + 0.00010902818030444905, + 0.00010817799920914695, + 0.00010735646355897188, + 0.00010654988000169396, + 0.00010576494241831824, + 0.0001050006176228635, + 0.00010423491767141968, + 0.00010349624790251255, + 0.00010277100227540359, + 0.00010206762817688286, + 0.00010140582162421197, + 0.00010077372280647978, + 0.00010016341548180208, + 9.954562847269699e-05, + 9.893649257719517e-05, + 9.830651833908632e-05, + 9.769580356078222e-05, + 9.710009908303618e-05, + 9.651414438849315e-05, + 9.593563299858943e-05, + 9.536151628708467e-05, + 9.479431173531339e-05, + 9.424453310202807e-05, + 9.371120540890843e-05, + 9.318217053078115e-05, + 9.266461711376905e-05, + 9.215750469593331e-05, + 9.165628580376506e-05, + 9.115637658396736e-05, + 9.065593621926382e-05, + 9.015229443321005e-05, + 8.965700544649735e-05, + 8.916664955904707e-05, + 8.868525765137747e-05, + 8.821071241982281e-05, + 8.774216985329986e-05, + 8.727088425075635e-05, + 8.680939208716154e-05, + 8.635417907498777e-05, + 8.590453217038885e-05, + 8.547255856683478e-05, + 8.503960998496041e-05, + 8.461141987936571e-05, + 8.418546349275857e-05, + 8.376120968023315e-05, + 8.334143058164045e-05, + 8.292975689982995e-05, + 8.252824773080647e-05, + 8.213560795411468e-05, + 8.175660332199186e-05, + 8.138062548823655e-05, + 8.100382547127083e-05, + 8.062442066147923e-05, + 8.025042916415259e-05, + 7.987351273186505e-05, + 7.950765575515106e-05, + 7.914096931926906e-05, + 7.876059680711478e-05, + 7.838348392397165e-05, + 7.801477477187291e-05, + 7.766261114738882e-05, + 7.73097708588466e-05, + 7.696419197600335e-05, + 7.661528798053041e-05, + 7.627161539858207e-05, + 7.592703332193196e-05, + 7.558707875432447e-05, + 7.524682587245479e-05, + 7.490388816222548e-05, + 7.455782906617969e-05, + 7.420928886858746e-05, + 7.386153447441757e-05, + 7.351845852099359e-05, + 7.318035932257771e-05, + 7.285042374860495e-05, + 7.253742660395801e-05, + 7.22260374459438e-05, + 7.192437624325976e-05, + 7.162228575907648e-05, + 7.132584869395941e-05, + 7.102866948116571e-05, + 7.073727465467528e-05, + 7.04439589753747e-05, + 7.01571989338845e-05, + 6.987348024267703e-05, + 6.959871097933501e-05, + 6.933201802894473e-05, + 6.905679765623063e-05, + 6.877625855850056e-05, + 6.849940109532326e-05, + 6.822902651038021e-05, + 6.79654476698488e-05, + 6.770786421839148e-05, + 6.744518759660423e-05, + 6.717984797433019e-05, + 6.691521411994472e-05, + 6.665803084615618e-05, + 6.640453648287803e-05, + 6.614960147999227e-05, + 6.589367694687098e-05, + 6.564984505530447e-05, + 6.540543108712882e-05, + 6.516325083794072e-05, + 6.492268585134298e-05, + 6.468009814852849e-05, + 6.444390601245686e-05, + 6.421060243155807e-05, + 6.398477125912905e-05, + 6.375814700732008e-05, + 6.353847129503265e-05, + 6.331533222692087e-05, + 6.309515447355807e-05, + 6.287464202614501e-05, + 6.264838157221675e-05, + 6.242321251193061e-05, + 6.219209899427369e-05, + 6.196607137098908e-05, + 6.174239388201386e-05, + 6.151334673631936e-05, + 6.128213863121346e-05, + 6.104825297370553e-05, + 6.081487299525179e-05, + 6.058858707547188e-05, + 6.036758713889867e-05, + 6.0150938224978745e-05, + 5.993881495669484e-05, + 5.972642611595802e-05, + 5.951912316959351e-05, + 5.931788109592162e-05, + 5.911604966968298e-05, + 5.8920326409861445e-05, + 5.873038026038557e-05, + 5.8538727898849174e-05, + 5.8350255130790174e-05, + 5.8163055655313656e-05, + 5.797694393550046e-05, + 5.779597631772049e-05, + 5.761647844337858e-05, + 5.743065776186995e-05, + 5.72415956412442e-05, + 5.705021249013953e-05, + 5.686068834620528e-05, + 5.6679047702346e-05, + 5.6499869970139116e-05, + 5.6318440329050645e-05, + 5.6136446801247075e-05, + 5.595604670816101e-05, + 5.577323827310465e-05, + 5.559193959925324e-05, + 5.5412725487258285e-05, + 5.5232947488548234e-05, + 5.50571276107803e-05, + 5.488383612828329e-05, + 5.471430267789401e-05, + 5.4547701438423246e-05, + 5.438026346382685e-05, + 5.421236346592195e-05, + 5.4048367019277066e-05, + 5.388540375861339e-05, + 5.372368104872294e-05, + 5.356479960028082e-05, + 5.340542338672094e-05, + 5.324547964846715e-05, + 5.308975596562959e-05, + 5.2936753490939736e-05, + 5.278849494061433e-05, + 5.263666753307916e-05, + 5.24865863553714e-05, + 5.233244155533612e-05, + 5.218011938268319e-05, + 5.202630927669816e-05, + 5.187529313843697e-05, + 5.172539022169076e-05, + 5.157625491847284e-05, + 5.1423616241663694e-05, + 5.127110125613399e-05, + 5.112059079692699e-05, + 5.09757264808286e-05, + 5.083400901639834e-05, + 5.0698217819444835e-05, + 5.0559843657538295e-05, + 5.042119664722122e-05, + 5.0278755225008354e-05, + 5.0136764912167564e-05, + 4.9997353926301e-05, + 4.986149724572897e-05, + 4.9724978453014046e-05, + 4.959042780683376e-05, + 4.945803448208608e-05, + 4.9328729801345617e-05, + 4.919538332615048e-05, + 4.90590427943971e-05, + 4.8923513531917706e-05, + 4.8790545406518504e-05, + 4.86574208480306e-05, + 4.852360507356934e-05, + 4.839078610530123e-05, + 4.826109216082841e-05, + 4.813282430404797e-05, + 4.800713941222057e-05, + 4.7884968807920814e-05, + 4.776042260346003e-05, + 4.763463948620483e-05, + 4.750590960611589e-05, + 4.738073766930029e-05, + 4.7256762627512217e-05, + 4.7138080844888464e-05, + 4.7018180339364335e-05, + 4.689760316978209e-05, + 4.677265678765252e-05, + 4.6650940930703655e-05, + 4.653026189771481e-05, + 4.64136537630111e-05, + 4.629709292203188e-05, + 4.6183340600691736e-05, + 4.607029404724017e-05, + 4.596086000674404e-05, + 4.5853452320443466e-05, + 4.5746513933409005e-05, + 4.563641414279118e-05, + 4.552578320726752e-05, + 4.541444286587648e-05, + 4.530516889644787e-05, + 4.519601498031989e-05, + 4.508806887315586e-05, + 4.4981465180171654e-05, + 4.48748905910179e-05, + 4.476815229281783e-05, + 4.466202517505735e-05, + 4.45563746325206e-05, + 4.4452670408645645e-05, + 4.43462522525806e-05, + 4.424172220751643e-05, + 4.413678834680468e-05, + 4.4033742597093806e-05, + 4.392963455757126e-05, + 4.3826305045513436e-05, + 4.372142575448379e-05, + 4.361679748399183e-05, + 4.351362804300152e-05, + 4.341349995229393e-05, + 4.3316613300703466e-05, + 4.321937740314752e-05, + 4.312354576541111e-05, + 4.302623710827902e-05, + 4.292726225685328e-05, + 4.283042289898731e-05, + 4.273464946891181e-05, + 4.263985465513542e-05, + 4.254457599017769e-05, + 4.244971205480397e-05, + 4.2355073674116284e-05, + 4.226075179758482e-05, + 4.2168125219177455e-05, + 4.207660458632745e-05, + 4.198533861199394e-05, + 4.189609899185598e-05, + 4.180550968158059e-05, + 4.1714811231940985e-05, + 4.162148979958147e-05, + 4.153027111897245e-05, + 4.1440238419454545e-05, + 4.135043855058029e-05, + 4.125926716369577e-05, + 4.116913987672888e-05, + 4.107889981241897e-05, + 4.099162106285803e-05, + 4.0904287743614987e-05, + 4.081909719388932e-05, + 4.073416494065896e-05, + 4.064984750584699e-05, + 4.056487523484975e-05, + 4.047972834086977e-05, + 4.039616760564968e-05, + 4.0312374039785936e-05, + 4.022830762551166e-05, + 4.014439036836848e-05, + 4.0060906030703336e-05, + 3.9977447158889845e-05, + 3.989295510109514e-05, + 3.980908513767645e-05, + 3.9726128306938335e-05, + 3.9642956835450605e-05, + 3.956089494749904e-05, + 3.948016819776967e-05, + 3.9401045796694234e-05, + 3.932117033400573e-05, + 3.92427209590096e-05, + 3.916368223144673e-05, + 3.908683720510453e-05, + 3.900960655300878e-05, + 3.893375469488092e-05, + 3.8857964682392776e-05, + 3.87828767998144e-05, + 3.8706682971678674e-05, + 3.863007441395894e-05, + 3.855358954751864e-05, + 3.847843618132174e-05, + 3.840487261186354e-05, + 3.833212031167932e-05, + 3.826020110864192e-05, + 3.8187357858987525e-05, + 3.8114318158477545e-05, + 3.804000880336389e-05, + 3.7965848605381325e-05, + 3.789251422858797e-05, + 3.7820882425876334e-05, + 3.774854485527612e-05, + 3.767685848288238e-05, + 3.7605062971124426e-05, + 3.7535050068981946e-05, + 3.746432776097208e-05, + 3.739445674000308e-05, + 3.732492041308433e-05, + 3.725679198396392e-05, + 3.718879452208057e-05, + 3.711945828399621e-05, + 3.70525085600093e-05, + 3.698590080603026e-05, + 3.692032260005362e-05, + 3.685427509481087e-05, + 3.678827124531381e-05, + 3.6721678043249995e-05, + 3.665381882456131e-05, + 3.658483910840005e-05, + 3.65178711945191e-05, + 3.645172910182737e-05, + 3.6386198189575225e-05, + 3.631990330177359e-05, + 3.625435783760622e-05, + 3.6190958780935034e-05, + 3.6127625207882375e-05, + 3.606261088862084e-05, + 3.599839692469686e-05, + 3.593513974919915e-05, + 3.587278843042441e-05, + 3.581074997782707e-05, + 3.57483841071371e-05, + 3.5686880437424406e-05, + 3.562474375939928e-05, + 3.556297815521248e-05, + 3.550089604686946e-05, + 3.543931961758062e-05, + 3.537805241649039e-05, + 3.531789843691513e-05, + 3.525811553117819e-05, + 3.519863457768224e-05, + 3.5139750252710655e-05, + 3.5079709050478414e-05, + 3.5019751521758735e-05, + 3.495904093142599e-05, + 3.489879964035936e-05, + 3.4839471481973305e-05, + 3.47799104929436e-05, + 3.4721011616056785e-05, + 3.46624874509871e-05, + 3.460461084614508e-05, + 3.4547574614407495e-05, + 3.448983625276014e-05, + 3.443233435973525e-05, + 3.4376025723759085e-05, + 3.432025187066756e-05, + 3.426385956117883e-05, + 3.4208129363832995e-05, + 3.415231185499579e-05, + 3.40964543283917e-05, + 3.404100425541401e-05, + 3.3986230846494436e-05, + 3.3932079531950876e-05, + 3.3878328395076096e-05, + 3.382382055860944e-05, + 3.376830863999203e-05, + 3.371280035935342e-05, + 3.3658045140327886e-05, + 3.360419214004651e-05, + 3.3549957151990384e-05, + 3.349558392073959e-05, + 3.344165816088207e-05, + 3.3387826988473535e-05, + 3.333399217808619e-05, + 3.3280248317169026e-05, + 3.322680277051404e-05, + 3.317533264635131e-05, + 3.312292756163515e-05, + 3.307133374619298e-05, + 3.301888864370994e-05, + 3.296778231742792e-05, + 3.2917236239882186e-05, + 3.286611899966374e-05, + 3.281432873336598e-05, + 3.276244751759805e-05, + 3.271122113801539e-05, + 3.266091880504973e-05, + 3.261035089963116e-05, + 3.256011041230522e-05, + 3.250975350965746e-05, + 3.245915286242962e-05, + 3.240730075049214e-05, + 3.235732583561912e-05, + 3.2308100344380364e-05, + 3.2259114959742874e-05, + 3.2209904020419344e-05, + 3.216024924768135e-05, + 3.211055081919767e-05, + 3.2060885132523254e-05, + 3.2012423616833985e-05, + 3.196445686626248e-05, + 3.191708674421534e-05, + 3.1870335078565404e-05, + 3.182345972163603e-05, + 3.1775940442457795e-05, + 3.172908691340126e-05, + 3.168195689795539e-05, + 3.163529981975444e-05, + 3.1588679121341556e-05, + 3.1542447686661035e-05, + 3.149612166453153e-05, + 3.1450206734007224e-05, + 3.1403971661347896e-05, + 3.135804217890836e-05, + 3.131289849989116e-05, + 3.1269075407180935e-05, + 3.122546331724152e-05, + 3.1182236853055656e-05, + 3.11387593683321e-05, + 3.109516546828672e-05, + 3.105182258877903e-05, + 3.100760659435764e-05, + 3.096400905633345e-05, + 3.0920975405024365e-05, + 3.0877730750944465e-05, + 3.0834475182928145e-05, + 3.0791783501626924e-05, + 3.0748600693186745e-05, + 3.0705126846442e-05, + 3.066185308853164e-05, + 3.061885217903182e-05, + 3.0575974960811436e-05, + 3.053366162930615e-05, + 3.0492423320538364e-05, + 3.0451143175014295e-05, + 3.0409764804062434e-05, + 3.0368331863428466e-05, + 3.032698623428587e-05, + 3.028589708264917e-05, + 3.0244653316913173e-05, + 3.020368421857711e-05, + 3.0162842449499294e-05, + 3.0121584131848067e-05, + 3.008040221175179e-05, + 3.0040693673072383e-05, + 3.000023207277991e-05, + 2.995967042807024e-05, + 2.9918850486865267e-05, + 2.9878441637265496e-05, + 2.9838472983101383e-05, + 2.9798800824210048e-05, + 2.9759885364910588e-05, + 2.9721000828430988e-05, + 2.9682192689506337e-05, + 2.96426733257249e-05, + 2.960335223178845e-05, + 2.956365278805606e-05, + 2.9524200726882555e-05, + 2.9485130653483793e-05, + 2.9445831387420185e-05, + 2.9407408874249086e-05, + 2.9368646210059524e-05, + 2.9330220058909617e-05, + 2.9291953978827223e-05, + 2.925437547673937e-05, + 2.92158147203736e-05, + 2.9176522730267607e-05, + 2.913769640144892e-05, + 2.909897011704743e-05, + 2.9060402084724046e-05, + 2.90225198114058e-05, + 2.898471757362131e-05, + 2.8947180908289738e-05, + 2.8909458706039004e-05, + 2.8871245376649313e-05, + 2.883350316551514e-05, + 2.879575185943395e-05, + 2.8758280677720904e-05, + 2.8721577109536156e-05, + 2.868418778234627e-05, + 2.8646849386859685e-05, + 2.8609387300093658e-05, + 2.857259642041754e-05, + 2.8536072932183743e-05, + 2.8499473046394996e-05, + 2.8463065973483026e-05, + 2.8425929485820234e-05, + 2.8389005819917656e-05, + 2.8352393201203085e-05, + 2.8316340831224807e-05, + 2.8280082915443927e-05, + 2.824393959599547e-05, + 2.8208109142724425e-05, + 2.8172251404612325e-05, + 2.8136844775872305e-05, + 2.8101396310376003e-05, + 2.806633165164385e-05, + 2.8031194233335555e-05, + 2.7996502467431128e-05, + 2.7962034437223338e-05, + 2.792716259136796e-05, + 2.7892039724974893e-05, + 2.7857902750838548e-05, + 2.782440060400404e-05, + 2.7790472813649103e-05, + 2.7755606424761936e-05, + 2.772088919300586e-05, + 2.7686830435413867e-05, + 2.765313365671318e-05, + 2.762006079137791e-05, + 2.758662958513014e-05, + 2.755279274424538e-05, + 2.7518804927240126e-05, + 2.7484706151881255e-05, + 2.7450885681901127e-05, + 2.7417021556175314e-05, + 2.738345028774347e-05, + 2.7350362870492972e-05, + 2.731710992520675e-05, + 2.7284302632324398e-05, + 2.725173908402212e-05, + 2.7218899049330503e-05, + 2.7186571969650686e-05, + 2.7154719646205194e-05, + 2.7123038307763636e-05, + 2.7090669391327538e-05, + 2.7058129489887506e-05, + 2.7025338567909785e-05, + 2.6992642233381048e-05, + 2.696030423976481e-05, + 2.6928511942969635e-05, + 2.6897097995970398e-05, + 2.6865807740250602e-05, + 2.6834646632778458e-05, + 2.6803838409250602e-05, + 2.677288284758106e-05, + 2.674190363904927e-05, + 2.6710979000199586e-05, + 2.6680110750021413e-05, + 2.6648676794138737e-05, + 2.661758117028512e-05, + 2.6586763851810247e-05, + 2.6555866497801617e-05, + 2.6525149223743938e-05, + 2.649451926117763e-05, + 2.6464193069841713e-05, + 2.6434199753566645e-05, + 2.640455204527825e-05, + 2.6374791559646837e-05, + 2.6344698198954575e-05, + 2.6314892238588072e-05, + 2.628548645589035e-05, + 2.6256069759256206e-05, + 2.622658030304592e-05, + 2.619659062474966e-05, + 2.6166653697146103e-05, + 2.613716060295701e-05, + 2.610799674584996e-05, + 2.607931492093485e-05, + 2.6050709493574686e-05, + 2.6022500605904497e-05, + 2.5993978852056898e-05, + 2.5964907763409428e-05, + 2.593559111119248e-05, + 2.5906549126375467e-05, + 2.5877958250930533e-05, + 2.5849842131719925e-05, + 2.5821591407293454e-05, + 2.579383726697415e-05, + 2.5765773898456246e-05, + 2.5736948373378254e-05, + 2.5708874090923928e-05, + 2.5681278202682734e-05, + 2.565347313066013e-05, + 2.562521149229724e-05, + 2.5596778868930414e-05, + 2.5568630007910542e-05, + 2.5541263312334195e-05, + 2.5513823857181706e-05, + 2.5485742298769765e-05, + 2.5457211449975148e-05, + 2.5428755179746076e-05, + 2.5400733647984453e-05, + 2.5373527023475617e-05, + 2.534597660996951e-05, + 2.531840254960116e-05, + 2.529073753976263e-05, + 2.5263077986892313e-05, + 2.523584225855302e-05, + 2.520858652133029e-05, + 2.5181709133903496e-05, + 2.5154813556582667e-05, + 2.51278979703784e-05, + 2.5100905986619182e-05, + 2.5074197765206918e-05, + 2.5047977032954805e-05, + 2.5021272449521348e-05, + 2.499445508874487e-05, + 2.4968074285425246e-05, + 2.4941609808593057e-05, + 2.4915132598835044e-05, + 2.488888640073128e-05, + 2.4862578356987797e-05, + 2.4836077500367537e-05, + 2.4809349270071834e-05, + 2.4782673790468834e-05, + 2.4756454877206124e-05, + 2.473054155416321e-05, + 2.4704870156710967e-05, + 2.467932426952757e-05, + 2.4653489163029008e-05, + 2.462746124365367e-05, + 2.4600880351499654e-05, + 2.4574568669777364e-05, + 2.4548893634346314e-05, + 2.4523875254089944e-05, + 2.4499006030964665e-05, + 2.4473432858940214e-05, + 2.4447634132229723e-05, + 2.44218699663179e-05, + 2.4396491426159628e-05, + 2.437096554785967e-05, + 2.4346218197024427e-05, + 2.432140536257066e-05, + 2.429707456030883e-05, + 2.4272489099530503e-05, + 2.424805461487267e-05, + 2.4223458240157925e-05, + 2.4199031031457707e-05, + 2.41746092797257e-05, + 2.415026756352745e-05, + 2.412608591839671e-05, + 2.4101709641399793e-05, + 2.4077155103441328e-05, + 2.4052926164586097e-05, + 2.4028897314565256e-05, + 2.4004786610021256e-05, + 2.39810069615487e-05, + 2.395714182057418e-05, + 2.3933167540235445e-05, + 2.3909071387606673e-05, + 2.388518441875931e-05, + 2.3861477529862896e-05, + 2.3838018023525365e-05, + 2.3814620362827554e-05, + 2.379177021794021e-05, + 2.37690383073641e-05, + 2.374586802034173e-05, + 2.3722421246930026e-05, + 2.3699460143689066e-05, + 2.3676686396356672e-05, + 2.365390901104547e-05, + 2.363136263738852e-05, + 2.360877624596469e-05, + 2.358631718379911e-05, + 2.3563636204926297e-05, + 2.354085518163629e-05, + 2.351796138100326e-05, + 2.349496389797423e-05, + 2.3472342945751734e-05, + 2.3449689251719974e-05, + 2.342712105019018e-05, + 2.340504761377815e-05, + 2.33829632634297e-05, + 2.3360564227914438e-05, + 2.3338185201282613e-05, + 2.3315918951993808e-05, + 2.3294083803193644e-05, + 2.3272097678272985e-05, + 2.3249953301274218e-05, + 2.3227810743264854e-05, + 2.320559178770054e-05, + 2.3183438315754756e-05, + 2.3161204808275215e-05, + 2.3139124095905572e-05, + 2.3116926968214102e-05, + 2.3095326469046995e-05, + 2.307367140019778e-05, + 2.3051450625644065e-05, + 2.302941538800951e-05, + 2.3007765776128508e-05, + 2.2986367184785195e-05, + 2.2965072275837883e-05, + 2.29436373047065e-05, + 2.2922309653949924e-05, + 2.2900789190316573e-05, + 2.2879492462379858e-05, + 2.2857946532894857e-05, + 2.283665344293695e-05, + 2.281538581883069e-05, + 2.2794394681113772e-05, + 2.2773045202484354e-05, + 2.2751741198590025e-05, + 2.273056816193275e-05, + 2.2709871700499207e-05, + 2.2689198885927908e-05, + 2.2668549718218856e-05, + 2.2647707737633027e-05, + 2.262665111629758e-05, + 2.2605763660976663e-05, + 2.2584979888051748e-05, + 2.2564088794752024e-05, + 2.2543012164533138e-05, + 2.2522210201714188e-05, + 2.25014919124078e-05, + 2.2481026462628506e-05, + 2.2460335458163172e-05, + 2.2439602616941556e-05, + 2.241888978460338e-05, + 2.2398564397008158e-05, + 2.2378393623512238e-05, + 2.2358224669005722e-05, + 2.2337733753374778e-05, + 2.231733924418222e-05, + 2.22972194023896e-05, + 2.2277497919276357e-05, + 2.2257727323449217e-05, + 2.223775300080888e-05, + 2.2217527657630853e-05, + 2.219741145381704e-05, + 2.2177506252774037e-05, + 2.215749555034563e-05, + 2.213746847701259e-05, + 2.2117807020549662e-05, + 2.209813283116091e-05, + 2.2078696929384023e-05, + 2.2059219190850854e-05, + 2.2039950636099093e-05, + 2.2020880351192318e-05, + 2.2001779143465683e-05, + 2.1982019461574964e-05, + 2.1962145183351822e-05, + 2.1942309103906155e-05, + 2.1922778614680283e-05, + 2.1903148081037216e-05, + 2.188363578170538e-05, + 2.1864110749447718e-05, + 2.184483309974894e-05, + 2.1825280782650225e-05, + 2.1805770302307792e-05, + 2.178650720452424e-05, + 2.1767307771369815e-05, + 2.174827386625111e-05, + 2.172899985453114e-05, + 2.170930201828014e-05, + 2.168997161788866e-05, + 2.1670872229151428e-05, + 2.165169826184865e-05, + 2.1632862626574934e-05, + 2.161433076253161e-05, + 2.1595973521471024e-05, + 2.157732888008468e-05, + 2.155867150577251e-05, + 2.153990681108553e-05, + 2.1521400412893854e-05, + 2.1503041352843866e-05, + 2.1484747776412405e-05, + 2.146650876966305e-05, + 2.1448382540256716e-05, + 2.143019446521066e-05, + 2.141199729521759e-05, + 2.1393969291239046e-05, + 2.1376084987423383e-05, + 2.1358368030632846e-05, + 2.1340427338145673e-05, + 2.1322257452993654e-05, + 2.130449138348922e-05, + 2.128669075318612e-05, + 2.126871549990028e-05, + 2.1250581994536333e-05, + 2.1232695871731266e-05, + 2.1215026208665222e-05, + 2.119728014804423e-05, + 2.1179303075768985e-05, + 2.1161355107324198e-05, + 2.114361268468201e-05, + 2.1125812054378912e-05, + 2.110803143295925e-05, + 2.1090530935907736e-05, + 2.107305590470787e-05, + 2.105569001287222e-05, + 2.1038216800661758e-05, + 2.1020447093178518e-05, + 2.100268284266349e-05, + 2.0985091396141797e-05, + 2.096760545100551e-05, + 2.095005038427189e-05, + 2.093266994052101e-05, + 2.0915344066452235e-05, + 2.0898025468341075e-05, + 2.0880966985714622e-05, + 2.0863963072770275e-05, + 2.084692459902726e-05, + 2.082978971884586e-05, + 2.0812654838664457e-05, + 2.0795590899069794e-05, + 2.0778754333150573e-05, + 2.076173223031219e-05, + 2.074478834401816e-05, + 2.0727762603200972e-05, + 2.0710964236059226e-05, + 2.069424226647243e-05, + 2.0677553038694896e-05, + 2.0660938389482908e-05, + 2.0644443793571554e-05, + 2.06280510610668e-05, + 2.0611567379091866e-05, + 2.0595198293449357e-05, + 2.0578760086209513e-05, + 2.0562167264870368e-05, + 2.0545612642308697e-05, + 2.0528887034743093e-05, + 2.0512143237283453e-05, + 2.0495512217166834e-05, + 2.047924317594152e-05, + 2.0462821339606307e-05, + 2.0446328562684357e-05, + 2.042991945927497e-05, + 2.0413410311448388e-05, + 2.0397012121975422e-05, + 2.038089769484941e-05, + 2.0365012460388243e-05, + 2.0348992620711215e-05, + 2.033265081990976e-05, + 2.031637450272683e-05, + 2.0300232790759765e-05, + 2.0284223865019158e-05, + 2.0267932995921e-05, + 2.0251576643204316e-05, + 2.0235302145010792e-05, + 2.0219047655700706e-05, + 2.0203102394589223e-05, + 2.0187200789223425e-05, + 2.0171375581412576e-05, + 2.0155324818915688e-05, + 2.013922858168371e-05, + 2.012318691413384e-05, + 2.0107278032810427e-05, + 2.0091290934942663e-05, + 2.007569491979666e-05, + 2.0060357201145962e-05, + 2.004528505494818e-05, + 2.002972541959025e-05, + 2.0013821995235048e-05, + 1.9997978597530164e-05, + 1.998237166844774e-05, + 1.996678656723816e-05, + 1.995134152821265e-05, + 1.9935927412007004e-05, + 1.9920562408515252e-05, + 1.99055048142327e-05, + 1.989033626159653e-05, + 1.9875116777257062e-05, + 1.9859831809299067e-05, + 1.984465416171588e-05, + 1.9829290977213532e-05, + 1.981409513973631e-05, + 1.9798793800873682e-05, + 1.9783319658017717e-05, + 1.9767969206441194e-05, + 1.9752729713218287e-05, + 1.973757753148675e-05, + 1.972231075342279e-05, + 1.9707231331267394e-05, + 1.9692102796398103e-05, + 1.967687603610102e-05, + 1.9661827536765486e-05, + 1.9646802684292197e-05, + 1.9631770555861294e-05, + 1.961680391104892e-05, + 1.9602239262894727e-05, + 1.9587652786867693e-05, + 1.9572997189243324e-05, + 1.955819971044548e-05, + 1.9543496819096617e-05, + 1.9528963093762286e-05, + 1.9514460291247815e-05, + 1.9500041162245907e-05, + 1.948540739249438e-05, + 1.9470737242954783e-05, + 1.94559725059662e-05, + 1.944157702382654e-05, + 1.9427168808761053e-05, + 1.9412933397688903e-05, + 1.9398528820602223e-05, + 1.9384267943678424e-05, + 1.936999979079701e-05, + 1.93557843886083e-05, + 1.934161628014408e-05, + 1.9327126210555434e-05, + 1.9312645235913806e-05, + 1.9298282495583408e-05, + 1.9284147128928453e-05, + 1.9270162738393992e-05, + 1.9256134692113847e-05, + 1.9241897462052293e-05, + 1.922775300045032e-05, + 1.9213888663216494e-05, + 1.919992246257607e-05, + 1.9185961718903854e-05, + 1.9171946405549534e-05, + 1.9158127543050796e-05, + 1.9144234101986513e-05, + 1.9130513464915566e-05, + 1.911665458464995e-05, + 1.9102590158581734e-05, + 1.908865488076117e-05, + 1.9074790543527342e-05, + 1.9060837075812742e-05 + ] + ], + "stabilities": [ + [ + -2.6985023021698, + 0.7244726419448853, + 0.8601603507995605, + 0.7749632000923157, + 0.9740260243415833, + 1.0, + 1.0, + 0.9729437232017517, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865689277648926, + 0.8891568183898926, + 0.9783080220222473, + 0.9872609972953796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9288026690483093, + 0.8368576765060425, + 0.9285714030265808, + 1.0, + 0.9546014666557312, + 1.0, + 1.0, + 0.8929002285003662, + 1.0, + 0.9862698912620544, + 0.9661399722099304, + 1.0, + 0.9848482608795166, + 0.944891095161438, + 1.0, + 0.9593408703804016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754601120948792, + 1.0, + 0.9476883411407471, + 0.9803470373153687, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9244529008865356, + 1.0, + 1.0, + 0.5780884027481079, + 0.9786887168884277, + 0.7800960540771484, + 0.9460525512695312, + 1.0, + 1.0, + 1.0, + 0.9909747242927551, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885122179985046, + 1.0, + 0.9722121357917786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9670803546905518, + 1.0, + 1.0, + 0.9995014667510986, + 1.0, + 1.0, + 0.9719212055206299, + 0.9828729629516602, + 1.0, + 0.9933938980102539, + 1.0, + 1.0, + 1.0, + 0.9739935994148254, + 1.0, + 0.9557158946990967, + 0.9880656599998474, + 1.0, + 0.9959591031074524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9598066806793213, + 0.9497314095497131, + 0.9640805721282959, + 0.99165940284729, + 1.0, + 0.9915308952331543, + 0.9933760762214661, + 1.0, + 0.9698535799980164, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794179797172546, + 1.0, + 0.9630106091499329, + 0.9842795133590698, + 0.9931254982948303, + 0.9769957661628723, + 1.0, + 0.9859131574630737, + 1.0, + 1.0, + 0.9745228290557861, + 1.0, + 0.990741491317749, + 0.9510736465454102, + 1.0, + 1.0, + 0.9880194664001465, + 1.0, + 0.9985470175743103, + 1.0, + 1.0, + 0.9788401126861572, + 0.9822657704353333, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741200804710388, + 0.982237696647644, + 0.9840803742408752, + 0.9889271855354309, + 1.0, + 0.9701018929481506, + 1.0, + 1.0, + 0.9731807112693787, + 1.0, + 1.0, + 0.9786882400512695, + 1.0, + 0.9996615648269653, + 0.9907825589179993, + 1.0, + 0.9754903316497803, + 0.9825756549835205, + 1.0, + 1.0, + 1.0, + 0.99222731590271, + 0.9987255930900574, + 0.9872776865959167, + 1.0, + 1.0, + 0.9551137089729309, + 1.0, + 0.9679075479507446, + 1.0, + 0.985575258731842, + 0.9995740652084351, + 0.9763325452804565, + 1.0, + 1.0, + 0.9832501411437988, + 1.0, + 0.9912353157997131, + 0.9793181419372559, + 0.9886371493339539, + 0.9969816207885742, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998518824577332, + 1.0, + 1.0, + 1.0, + 0.9950519800186157, + 0.9876039028167725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877946376800537, + 1.0, + 0.9853209853172302, + 1.0, + 1.0, + 1.0, + 0.9754748940467834, + 0.9996870756149292, + 1.0, + 0.9989283084869385, + 0.9942553043365479, + 0.9864600896835327, + 1.0, + 0.9862422347068787, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983647346496582, + 1.0, + 1.0, + 0.9927713871002197, + 0.9873747229576111, + 0.9733780026435852, + 1.0, + 1.0, + 1.0, + 0.9862177968025208, + 0.995754063129425, + 0.9806943535804749, + 0.9790818691253662, + 1.0, + 1.0, + 1.0, + 0.99315345287323, + 1.0, + 0.9980348944664001, + 1.0, + 0.9886093139648438, + 0.9808517694473267, + 1.0, + 0.9942081570625305, + 0.9905918836593628, + 0.995538592338562, + 1.0, + 0.9981090426445007, + 1.0, + 0.9964520335197449, + 0.9976150393486023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558679461479187, + 1.0, + 0.9801169037818909, + 0.9998000860214233, + 0.9796761274337769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895300269126892, + 1.0, + 0.9863283038139343, + 1.0, + 1.0, + 1.0, + 0.9937112927436829, + 0.9792653918266296, + 0.9673302173614502, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997088313102722, + 0.9804188013076782, + 0.9987125396728516, + 1.0, + 1.0, + 0.9988117218017578, + 1.0, + 1.0, + 1.0, + 0.9823020100593567, + 0.9738978147506714, + 0.9726752638816833, + 0.9873652458190918, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868103861808777, + 1.0, + 0.9988788366317749, + 1.0, + 0.997174084186554, + 0.9906383752822876, + 0.9980071783065796, + 1.0, + 0.9908063411712646, + 0.9827449321746826, + 0.9668887257575989, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948777556419373, + 0.9830157160758972, + 1.0, + 1.0, + 0.9820617437362671, + 1.0, + 1.0, + 1.0, + 0.9905707240104675, + 0.9844407439231873, + 0.9959523677825928, + 0.9951294660568237, + 1.0, + 0.9969215989112854, + 0.9919063448905945, + 0.990365743637085, + 0.9966911673545837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9630975723266602, + 1.0, + 0.978874146938324, + 1.0, + 1.0, + 1.0, + 0.9968189597129822, + 0.9819058179855347, + 0.9957424998283386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9683110117912292, + 1.0, + 0.9682382345199585, + 0.9974421858787537, + 1.0, + 0.991719663143158, + 0.9967935681343079, + 0.9789795279502869, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969095587730408, + 0.9738531112670898, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990519642829895, + 0.9905848503112793, + 1.0, + 0.9933521151542664, + 1.0, + 0.9983249306678772, + 0.9985661506652832, + 0.9821581840515137, + 0.999315619468689, + 1.0, + 1.0, + 1.0, + 0.9952263832092285, + 0.9947423934936523, + 0.9836490750312805, + 0.9948152303695679, + 1.0, + 1.0, + 0.9982179999351501, + 1.0, + 0.9953398108482361, + 1.0, + 1.0, + 0.9814820289611816, + 0.9807929992675781, + 0.9809205532073975, + 1.0, + 1.0, + 1.0, + 0.9838931560516357, + 0.9808285236358643, + 1.0, + 1.0, + 0.9981813430786133, + 0.9911061525344849, + 0.9940176010131836, + 1.0, + 1.0, + 1.0, + 0.994059681892395, + 0.983993411064148, + 0.9884427189826965, + 0.998181939125061, + 1.0, + 0.9885963797569275, + 1.0, + 0.98916095495224, + 1.0, + 0.9994738101959229, + 1.0, + 1.0, + 0.9793300032615662, + 1.0, + 0.9959611296653748, + 0.9859625101089478, + 0.9843389391899109, + 0.9964643716812134, + 1.0, + 0.991216778755188, + 1.0, + 1.0, + 1.0, + 0.9651197791099548, + 1.0, + 1.0, + 0.9913368821144104, + 0.9989701509475708, + 0.9864096641540527, + 0.9962309002876282, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978028416633606, + 0.9871582388877869, + 0.9923086762428284, + 0.9839239716529846, + 0.9882970452308655, + 1.0, + 0.9979260563850403, + 1.0, + 0.9765045046806335, + 1.0, + 1.0, + 0.9983054399490356, + 0.991795539855957, + 1.0, + 0.9925858378410339, + 0.9837520718574524, + 1.0, + 0.995290219783783, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941673874855042, + 1.0, + 0.9909865260124207, + 1.0, + 1.0, + 0.9992596507072449, + 1.0, + 0.9992222189903259, + 0.9971261620521545, + 0.9863095879554749, + 1.0, + 0.992874801158905, + 0.9993006587028503, + 0.9992392659187317, + 1.0, + 0.9994229078292847, + 1.0, + 0.9950203895568848, + 0.980497419834137, + 0.9972159266471863, + 1.0, + 0.992741584777832, + 0.9899466633796692, + 0.9962148070335388, + 1.0, + 0.9852121472358704, + 1.0, + 0.9909356236457825, + 1.0, + 1.0, + 0.9829263091087341, + 1.0, + 1.0, + 1.0, + 0.9989304542541504, + 0.991740345954895, + 1.0, + 0.9918709397315979, + 1.0, + 1.0, + 1.0, + 0.9650546312332153, + 0.9930033087730408, + 0.98331218957901, + 1.0, + 1.0, + 1.0, + 0.9887455701828003, + 1.0, + 1.0, + 1.0, + 0.9823703765869141, + 0.9835318922996521, + 0.9901867508888245, + 0.9965932965278625, + 0.9946548938751221, + 1.0, + 0.9856557846069336, + 1.0, + 0.9872792959213257, + 1.0, + 0.9650391936302185, + 0.9869832396507263, + 1.0, + 1.0, + 1.0, + 0.9792530536651611, + 1.0, + 1.0, + 0.994182825088501, + 0.9895294308662415, + 0.997977077960968, + 1.0, + 0.9969300627708435, + 1.0, + 0.9718921780586243, + 0.9879940152168274, + 1.0, + 1.0, + 1.0, + 0.9862246513366699, + 1.0, + 0.9877758026123047, + 1.0, + 0.9917348027229309, + 1.0, + 0.9811904430389404, + 0.9924865365028381, + 0.9753886461257935, + 1.0, + 0.9884974956512451, + 1.0, + 0.9926590919494629, + 1.0, + 1.0, + 0.9852762818336487, + 1.0, + 1.0, + 1.0, + 0.9851093292236328, + 1.0, + 1.0, + 0.9966275095939636, + 1.0, + 0.9870098233222961, + 1.0, + 0.9852185845375061, + 1.0, + 0.9933949708938599, + 0.9886504411697388, + 1.0, + 1.0, + 1.0, + 0.9842677712440491, + 0.9862692952156067, + 0.9982404708862305, + 0.9737151265144348, + 1.0, + 1.0, + 1.0, + 0.9772154092788696, + 0.9823421239852905, + 0.9987341165542603, + 1.0, + 1.0, + 0.9917903542518616, + 1.0, + 1.0, + 0.9953636527061462, + 0.9869266748428345, + 0.9984267950057983, + 0.9929093718528748, + 1.0, + 0.9947952628135681, + 1.0, + 0.9963167309761047, + 0.9903505444526672, + 0.9932934641838074, + 1.0, + 0.9973182082176208, + 1.0, + 1.0, + 0.9956880807876587, + 1.0, + 0.9927677512168884, + 1.0, + 0.9996252059936523, + 1.0, + 0.9939519762992859, + 1.0, + 0.9693976640701294, + 0.993686318397522, + 0.9996854662895203, + 1.0, + 0.9896298050880432, + 1.0, + 1.0, + 1.0, + 0.9996974468231201, + 0.9752436280250549, + 0.996741533279419, + 1.0, + 1.0, + 0.9959314465522766, + 0.9971836805343628, + 0.9967412352561951, + 0.9903475046157837, + 1.0, + 0.9954746961593628, + 1.0, + 0.9970698952674866, + 1.0, + 0.9813052415847778, + 1.0, + 0.9945647120475769, + 1.0, + 0.994625449180603, + 1.0, + 1.0, + 0.9827292561531067, + 0.987789511680603, + 0.9797170162200928, + 1.0, + 1.0, + 0.9906023144721985, + 1.0, + 0.9894065260887146, + 0.9841587543487549, + 1.0, + 1.0, + 0.9942420125007629, + 0.9880125522613525, + 1.0, + 1.0, + 1.0, + 0.9907025694847107, + 0.9959958791732788, + 1.0, + 1.0, + 0.9910508990287781, + 0.9911865592002869, + 0.9983464479446411, + 0.9901559352874756, + 0.9907523989677429, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952638745307922, + 0.9739039540290833, + 0.9850261807441711, + 0.996991753578186, + 1.0, + 1.0, + 1.0, + 0.997882604598999, + 1.0, + 0.9973011612892151, + 0.977674663066864, + 0.9774163961410522, + 0.9988414645195007, + 1.0, + 1.0, + 0.9827690720558167, + 0.9845930933952332, + 0.9958062767982483, + 0.9802005290985107, + 0.9955112338066101, + 1.0, + 1.0, + 1.0, + 0.9979997873306274, + 1.0, + 1.0, + 0.9824680089950562, + 1.0, + 1.0, + 0.9751372933387756, + 0.983951210975647, + 1.0, + 1.0, + 0.9974489212036133, + 0.9914748668670654, + 1.0, + 0.9998431205749512, + 0.9940377473831177, + 1.0, + 1.0, + 0.9976146817207336, + 0.9922990798950195, + 1.0, + 0.9856361150741577, + 0.9761528968811035, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978775680065155, + 1.0, + 1.0, + 1.0, + 0.9834442138671875, + 0.9969760179519653, + 0.9832707643508911, + 0.9961838126182556, + 1.0, + 0.9870003461837769, + 0.9955568313598633, + 0.9905001521110535, + 1.0, + 1.0, + 1.0, + 0.9807890057563782, + 0.9794579744338989, + 0.9850643277168274, + 0.9955630302429199, + 0.9967937469482422, + 1.0, + 0.9921087622642517, + 0.9958966970443726, + 1.0, + 1.0, + 1.0, + 0.9939632415771484, + 0.9986919164657593, + 0.9941368699073792, + 1.0, + 0.9860307574272156, + 1.0, + 1.0, + 1.0, + 0.9910402894020081, + 0.9921318292617798, + 0.9748087525367737, + 0.9956291913986206, + 1.0, + 1.0, + 1.0, + 0.9816224575042725, + 0.994808554649353, + 0.9983692169189453, + 1.0, + 0.9961814880371094, + 1.0, + 0.9895576238632202, + 0.9992005825042725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950419664382935, + 0.99417644739151, + 0.9942989945411682, + 0.9677714109420776, + 0.9835606813430786, + 1.0, + 1.0, + 0.99024498462677, + 0.9994832873344421, + 1.0, + 1.0, + 1.0, + 0.996135950088501, + 0.9771358370780945, + 0.9813451766967773, + 1.0, + 1.0, + 1.0, + 0.983318030834198, + 1.0, + 1.0, + 1.0, + 0.9992473721504211, + 0.9937856793403625, + 1.0, + 0.9873386025428772, + 0.995704174041748, + 0.999233067035675, + 1.0, + 1.0, + 0.9977573752403259, + 1.0, + 0.9892615675926208, + 1.0, + 1.0, + 1.0, + 0.9810988306999207, + 1.0, + 1.0, + 0.9970268607139587, + 1.0, + 0.9970347881317139, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993885159492493, + 1.0, + 1.0, + 0.9894935488700867, + 0.9935368895530701, + 0.9993804693222046, + 1.0, + 0.994933545589447, + 0.9964508414268494, + 0.9730541706085205, + 1.0, + 1.0, + 1.0, + 0.9976449608802795, + 1.0, + 0.9883644580841064, + 0.9864284992218018, + 0.9958405494689941, + 0.9997751116752625, + 1.0, + 0.9854152798652649, + 1.0, + 1.0, + 1.0, + 0.9987495541572571, + 1.0, + 0.9942469596862793, + 0.9935881495475769, + 1.0, + 0.9979541897773743, + 0.9874475598335266, + 1.0, + 1.0, + 1.0, + 0.9715139865875244, + 1.0, + 1.0, + 0.9919677376747131, + 1.0, + 0.9954673051834106, + 1.0, + 0.9810764193534851, + 1.0, + 1.0, + 0.9960811734199524, + 1.0, + 1.0, + 0.9998756647109985, + 1.0, + 0.9961209297180176, + 0.9807782173156738, + 0.9879295825958252, + 1.0, + 0.990458607673645, + 1.0, + 0.9983991384506226, + 0.9954782724380493, + 1.0, + 0.9958341121673584, + 1.0, + 0.9999356865882874, + 0.9866469502449036, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926124215126038, + 0.9982355833053589, + 0.9967862963676453, + 0.984137773513794, + 1.0, + 1.0, + 1.0, + 0.9950551390647888, + 1.0, + 1.0, + 0.9943585991859436, + 1.0, + 1.0, + 1.0, + 0.9812804460525513, + 1.0, + 1.0, + 0.9973449110984802, + 0.9968054294586182, + 0.9917051792144775, + 1.0, + 0.9947614073753357, + 0.9939724802970886, + 1.0, + 0.9998425841331482, + 1.0, + 0.9810041189193726, + 1.0, + 0.9897318482398987, + 1.0, + 0.9909789562225342, + 0.9869730472564697, + 0.9942751526832581, + 1.0, + 1.0, + 1.0, + 0.9925792813301086, + 1.0, + 0.9997228384017944, + 0.9935300946235657, + 0.9881852865219116, + 0.9959833025932312, + 1.0, + 0.9965398907661438, + 0.9993799924850464, + 0.986195981502533, + 0.9886763691902161, + 0.9968185424804688, + 1.0, + 0.9986008405685425, + 0.9861444234848022, + 1.0, + 1.0, + 1.0, + 0.9881472587585449, + 0.9803720116615295, + 1.0, + 0.9897758960723877, + 0.9988806843757629, + 0.9985592365264893, + 0.9911186695098877, + 0.9894862771034241, + 0.993297815322876, + 1.0, + 1.0, + 0.9872749447822571, + 0.9802685976028442, + 0.9920459985733032, + 0.99541836977005, + 1.0, + 1.0, + 0.9948448538780212, + 0.9985426068305969, + 1.0, + 0.9996769428253174, + 1.0, + 0.9804405570030212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984148144721985, + 0.9807887673377991, + 0.99983811378479, + 0.9814779162406921, + 0.998185396194458, + 1.0, + 1.0, + 1.0, + 0.9934698343276978, + 0.9898116588592529, + 1.0, + 1.0, + 0.9990521669387817, + 0.9963632822036743, + 1.0, + 1.0, + 0.9733976125717163, + 0.9885859489440918, + 1.0, + 1.0, + 1.0, + 0.9758955240249634, + 1.0, + 1.0, + 1.0, + 0.9935488104820251, + 0.9840919375419617 + ], + [ + 0.8287671804428101, + 1.0, + 0.6881962418556213, + 0.5275043845176697, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9149376749992371, + 0.643990695476532, + 0.9295774698257446, + 0.4696968197822571, + -0.5483863353729248, + -1.2647089958190918, + 0.2972964644432068, + 1.0, + 1.0, + 1.0, + 0.7166671752929688, + 1.0, + 1.0, + 1.0, + 0.956778347492218, + 0.8583163619041443, + 0.8851670622825623, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978023767471313, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994329214096069, + 1.0, + 0.9949149489402771, + 1.0, + 1.0, + 0.9843345880508423, + 0.993878960609436, + 1.0, + 0.995550811290741, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901944994926453, + 0.9929147958755493, + 1.0, + 0.9692952632904053, + 0.9964850544929504, + 1.0, + 0.987290620803833, + 1.0, + 1.0, + 1.0, + 0.9939241409301758, + 0.9931120872497559, + 1.0, + 1.0, + 0.974056601524353, + 1.0, + 0.9866054058074951, + 0.9745280146598816, + 1.0, + 1.0, + 0.9730053544044495, + 1.0, + 0.9955002665519714, + 1.0, + 1.0, + 1.0, + 0.9890334606170654, + 0.9886276125907898, + 0.983690083026886, + 0.9972436428070068, + 1.0, + 1.0, + 1.0, + 0.986426055431366, + 0.989769697189331, + 0.9935957789421082, + 0.9737690091133118, + 1.0, + 0.9990564584732056, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885686635971069, + 1.0, + 0.9814602136611938, + 0.9996606707572937, + 1.0, + 0.9759758710861206, + 0.9768528938293457, + 0.9779263138771057, + 0.995509922504425, + 1.0, + 1.0, + 0.9934855103492737, + 0.9873122572898865, + 0.9658099412918091, + 0.9856364727020264, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981255292892456, + 0.9803524613380432, + 0.9832525849342346, + 1.0, + 1.0, + 0.9903557896614075, + 1.0, + 0.9538261294364929, + 1.0, + 0.9939574003219604, + 1.0, + 1.0, + 0.9698212146759033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840929508209229, + 0.9866036772727966, + 1.0, + 0.9825669527053833, + 0.9996973276138306, + 1.0, + 0.9741212129592896, + 0.9853346943855286, + 0.9776748418807983, + 0.9983261227607727, + 1.0, + 1.0, + 1.0, + 0.9878389239311218, + 1.0, + 1.0, + 0.9923205375671387, + 0.9893309473991394, + 0.9943041801452637, + 1.0, + 1.0, + 1.0, + 0.9898231625556946, + 1.0, + 0.9869526028633118, + 1.0, + 0.9812801480293274, + 1.0, + 0.9711730480194092, + 0.9901672005653381, + 1.0, + 1.0, + 1.0, + 0.9745922088623047, + 0.9949318766593933, + 1.0, + 1.0, + 1.0, + 0.9845431447029114, + 0.9550163149833679, + 0.9888154864311218, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694215655326843, + 0.9969329237937927, + 1.0, + 1.0, + 1.0, + 0.9983012676239014, + 1.0, + 0.9812007546424866, + 0.9996656179428101, + 0.9905676245689392, + 0.9954077005386353, + 1.0, + 0.9928452968597412, + 1.0, + 1.0, + 1.0, + 0.9749614000320435, + 1.0, + 0.9966336488723755, + 1.0, + 0.9822627305984497, + 0.9866014122962952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980228841304779, + 0.9691179394721985, + 0.9881166219711304, + 0.9996640682220459, + 0.9984205365180969, + 0.9907105565071106, + 0.9961270093917847, + 1.0, + 0.9980429410934448, + 0.9881019592285156, + 0.9892032146453857, + 1.0, + 1.0, + 1.0, + 0.9971029162406921, + 0.9765302538871765, + 0.9808919429779053, + 0.9738128185272217, + 1.0, + 1.0, + 1.0, + 0.9915733933448792, + 0.971515953540802, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874032139778137, + 0.982550859451294, + 0.9866562485694885, + 1.0, + 0.9858291149139404, + 1.0, + 1.0, + 0.9924319982528687, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9849217534065247, + 0.9714359045028687, + 0.9821593761444092, + 1.0, + 1.0, + 1.0, + 0.986734926700592, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981088042259216, + 0.9745468497276306, + 0.9746273159980774, + 0.9875320196151733, + 1.0, + 0.9941082000732422, + 0.9963247179985046, + 0.9858097434043884, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9726865887641907, + 0.9964112639427185, + 0.9518514275550842, + 0.9981412291526794, + 0.9932495355606079, + 1.0, + 1.0, + 1.0, + 0.9937933683395386, + 0.9892123341560364, + 0.987755537033081, + 1.0, + 1.0, + 1.0, + 0.9784345626831055, + 0.9828782081604004, + 0.9951878190040588, + 0.9904258847236633, + 1.0, + 1.0, + 1.0, + 0.9892098903656006, + 0.9931622743606567, + 0.9874762296676636, + 0.9995351433753967, + 1.0, + 1.0, + 1.0, + 0.9935525059700012, + 0.9873747229576111, + 0.9899462461471558, + 0.9941169023513794, + 1.0, + 0.9953987002372742, + 1.0, + 0.9775695204734802, + 1.0, + 1.0, + 1.0, + 0.9983219504356384, + 0.994069516658783, + 1.0, + 0.985826849937439, + 0.9957449436187744, + 0.9891874194145203, + 1.0, + 0.9971942901611328, + 1.0, + 0.9848455786705017, + 0.9792364239692688, + 0.9610769748687744, + 1.0, + 1.0, + 1.0, + 0.9889060854911804, + 0.9854429364204407, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960241317749023, + 0.989672064781189, + 0.9849547147750854, + 1.0, + 0.9951991438865662, + 1.0, + 0.9947612881660461, + 1.0, + 1.0, + 1.0, + 0.9865898489952087, + 0.9919856190681458, + 1.0, + 1.0, + 0.9986063838005066, + 1.0, + 0.9780015349388123, + 0.987417995929718, + 0.9959915280342102, + 1.0, + 1.0, + 1.0, + 0.9960634112358093, + 0.9963346719741821, + 0.9850288033485413, + 1.0, + 0.9732016921043396, + 1.0, + 0.9768995642662048, + 1.0, + 0.9993532299995422, + 0.9979938268661499, + 1.0, + 1.0, + 0.9892538189888, + 0.9950858354568481, + 0.9897982478141785, + 1.0, + 1.0, + 0.9954339265823364, + 0.9805763959884644, + 1.0, + 0.9979035258293152, + 0.9969294667243958, + 1.0, + 0.9967644810676575, + 1.0, + 0.9949638247489929, + 0.9965201020240784, + 0.9937460422515869, + 1.0, + 0.9952340126037598, + 0.9875240921974182, + 1.0, + 0.9987403154373169, + 0.9909188151359558, + 0.9810348749160767, + 0.979727566242218, + 1.0, + 0.9938592314720154, + 1.0, + 0.9994702339172363, + 1.0, + 0.9949690103530884, + 1.0, + 0.9994868040084839, + 0.9913344979286194, + 0.9759129285812378, + 1.0, + 1.0, + 0.9952239394187927, + 1.0, + 0.9950294494628906, + 0.9943962097167969, + 0.9893733263015747, + 0.9812198877334595, + 1.0, + 1.0, + 1.0, + 0.9739946722984314, + 0.9911109209060669, + 0.9906370043754578, + 1.0, + 1.0, + 1.0, + 0.9827068448066711, + 0.9773429036140442, + 1.0, + 0.9989014863967896, + 0.9746757745742798, + 0.9836740493774414, + 1.0, + 1.0, + 1.0, + 0.9870631694793701, + 0.9964726567268372, + 1.0, + 0.99662184715271, + 0.9904122352600098, + 0.995273768901825, + 1.0, + 1.0, + 0.9987931251525879, + 0.9720181822776794, + 1.0, + 1.0, + 0.999840259552002, + 1.0, + 0.9969179034233093, + 0.9905657172203064, + 0.9738408327102661, + 1.0, + 1.0, + 0.9996134638786316, + 0.993232786655426, + 0.9923755526542664, + 1.0, + 0.998367190361023, + 1.0, + 1.0, + 0.9981206655502319, + 1.0, + 0.9997416734695435, + 0.9827201962471008, + 1.0, + 1.0, + 0.9982590675354004, + 1.0, + 1.0, + 1.0, + 0.9968899488449097, + 0.9859611988067627, + 0.9943994283676147, + 1.0, + 1.0, + 0.9942272305488586, + 0.9923105835914612, + 1.0, + 0.9872889518737793, + 0.988174319267273, + 1.0, + 0.9955590963363647, + 1.0, + 0.9921461939811707, + 0.996042013168335, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913654923439026, + 0.9984164237976074, + 0.9837901592254639, + 0.9800083637237549, + 1.0, + 1.0, + 0.9973115921020508, + 1.0, + 0.9974669218063354, + 1.0, + 0.9952647089958191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953346848487854, + 0.9988438487052917, + 0.9845768809318542, + 1.0, + 0.9822289943695068, + 0.9893383383750916, + 1.0, + 1.0, + 1.0, + 0.9891756772994995, + 1.0, + 1.0, + 0.998792290687561, + 0.9968816637992859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970099329948425, + 1.0, + 0.9910523891448975, + 0.9802008271217346, + 1.0, + 0.9995235204696655, + 0.9898306131362915, + 1.0, + 0.9967572689056396, + 1.0, + 1.0, + 0.9938334226608276, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927006959915161, + 1.0, + 0.996929407119751, + 0.992999792098999, + 0.9960836172103882, + 1.0, + 0.9959205389022827, + 1.0, + 1.0, + 0.9996230602264404, + 1.0, + 0.9909502267837524, + 0.9985513687133789, + 1.0, + 1.0, + 0.9935229420661926, + 1.0, + 1.0, + 1.0, + 0.9838142991065979, + 1.0, + 0.9884799122810364, + 1.0, + 1.0, + 0.9914952516555786, + 1.0, + 0.9937158226966858, + 0.9952254891395569, + 1.0, + 0.9990559220314026, + 1.0, + 1.0, + 1.0, + 0.9922678470611572, + 0.9875259399414062, + 0.9916001558303833, + 1.0, + 1.0, + 1.0, + 0.9943536520004272, + 0.983217179775238, + 1.0, + 0.9979336857795715, + 1.0, + 0.9977796673774719, + 1.0, + 1.0, + 1.0, + 0.9968545436859131, + 1.0, + 1.0, + 1.0, + 0.9950665831565857, + 0.9804784059524536, + 0.9857783913612366, + 1.0, + 1.0, + 0.9956443309783936, + 0.9970100522041321, + 0.9957067966461182, + 1.0, + 0.9990859627723694, + 0.9959619045257568, + 1.0, + 0.9955911040306091, + 0.9934523105621338, + 1.0, + 0.992199182510376, + 1.0, + 1.0, + 1.0, + 0.9922780990600586, + 0.9910745024681091, + 1.0, + 0.9964936971664429, + 1.0, + 0.9827459454536438, + 0.9995123147964478, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 1.0, + 1.0, + 0.9909039735794067, + 0.9954102039337158, + 0.9953890442848206, + 1.0, + 1.0, + 1.0, + 0.9998418092727661, + 1.0, + 1.0, + 0.9956136345863342, + 0.9900871515274048, + 1.0, + 1.0, + 1.0, + 1.0, + 0.988345742225647, + 0.9948431253433228, + 0.9900436401367188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992182850837708, + 1.0, + 0.9886705875396729, + 0.9855582118034363, + 1.0, + 1.0, + 1.0, + 0.9773024320602417, + 0.999681830406189, + 0.9955445528030396, + 1.0, + 1.0, + 1.0, + 0.9924449920654297, + 0.9988898634910583, + 1.0, + 1.0, + 1.0, + 0.9934378862380981, + 1.0, + 0.9992146492004395, + 1.0, + 1.0, + 1.0, + 0.9971863627433777, + 0.9902812242507935, + 0.9941431879997253, + 1.0, + 1.0, + 0.9839273691177368, + 0.993973433971405, + 0.996330201625824, + 1.0, + 0.9930384159088135, + 0.9936268925666809, + 1.0, + 1.0, + 1.0, + 0.9912464618682861, + 1.0, + 1.0, + 1.0, + 0.9847835302352905, + 0.9914858937263489, + 0.9988868236541748, + 1.0, + 0.9944324493408203, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99131178855896, + 1.0, + 1.0, + 1.0, + 0.9941422343254089, + 1.0, + 1.0, + 0.991034984588623, + 0.993674099445343, + 1.0, + 1.0, + 0.9897492527961731, + 1.0, + 1.0, + 1.0, + 0.9913224577903748, + 1.0, + 1.0, + 0.9946502447128296, + 0.9946214556694031, + 0.9930018782615662, + 0.9924720525741577, + 1.0, + 1.0, + 0.988383948802948, + 1.0, + 1.0, + 0.997297465801239, + 0.9982465505599976, + 0.9988822340965271, + 0.9971224665641785, + 1.0, + 1.0, + 0.9933337569236755, + 0.9977629780769348, + 1.0, + 1.0, + 1.0, + 0.9927586317062378, + 0.9963529109954834, + 0.9917242527008057, + 0.9958275556564331, + 1.0, + 0.9922264218330383, + 1.0, + 1.0, + 0.9960507750511169, + 0.9976210594177246, + 1.0, + 0.9914413690567017, + 1.0, + 1.0, + 0.9889631867408752, + 0.9942605495452881, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910646677017212, + 1.0, + 0.9923451542854309, + 1.0, + 0.9976131319999695, + 0.9969694018363953, + 1.0, + 1.0, + 1.0, + 0.9976323246955872, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953230023384094, + 0.9880646467208862, + 0.9973050951957703, + 1.0, + 0.99936842918396, + 0.9960501790046692, + 1.0, + 0.9965367317199707, + 0.9955769181251526, + 0.9998413324356079, + 1.0, + 0.9927847385406494, + 0.9860966205596924, + 1.0, + 0.9915259480476379, + 1.0, + 1.0, + 1.0, + 0.9987318515777588, + 1.0, + 1.0, + 0.9944456219673157, + 0.992383599281311, + 1.0, + 1.0, + 0.9976221919059753, + 0.9980932474136353, + 1.0, + 1.0, + 0.9973229765892029, + 0.9924211502075195, + 1.0, + 0.9960237741470337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958798289299011, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995459794998169, + 1.0, + 0.9971717596054077, + 1.0, + 0.9941882491111755, + 0.9963661432266235, + 0.998255729675293, + 1.0, + 0.998421311378479, + 1.0, + 1.0, + 0.9916382431983948, + 0.9985681176185608, + 0.9972914457321167, + 1.0, + 0.9993308782577515, + 0.9937193393707275, + 1.0, + 1.0, + 0.999203085899353, + 0.9982454180717468, + 1.0, + 0.9941674470901489, + 1.0, + 0.9932904839515686, + 1.0, + 1.0, + 0.9946476817131042, + 0.9966763854026794, + 0.9936481714248657, + 1.0, + 1.0, + 1.0, + 0.9974648952484131, + 1.0, + 0.993965744972229, + 1.0, + 1.0, + 0.9871742129325867, + 1.0, + 1.0, + 0.9980905055999756, + 1.0, + 1.0, + 0.9938294887542725, + 0.9974527955055237, + 0.996807873249054, + 0.9987190365791321, + 1.0, + 1.0, + 0.9962521195411682, + 1.0, + 0.9960526823997498, + 0.9896962642669678, + 1.0, + 0.994418203830719, + 1.0, + 1.0, + 0.9987358450889587, + 0.9947788119316101, + 0.9941152334213257, + 0.9972801804542542, + 1.0, + 1.0, + 0.9933358430862427, + 1.0, + 1.0, + 1.0, + 0.9928677678108215, + 0.9969670176506042, + 1.0, + 0.9939233064651489, + 1.0, + 1.0, + 1.0, + 0.9998407959938049, + 1.0, + 1.0, + 0.9931976795196533, + 1.0, + 0.9966663718223572, + 0.9974516034126282, + 0.9971256852149963, + 1.0, + 0.9892070293426514, + 1.0, + 1.0, + 0.9925743341445923, + 1.0, + 1.0, + 0.9905144572257996, + 0.9995211958885193, + 0.9950498342514038, + 1.0, + 1.0, + 0.9958699941635132, + 1.0, + 0.9942706227302551, + 1.0, + 1.0, + 0.9963337182998657, + 0.9977601170539856, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9963529109954834, + 1.0, + 0.9990482926368713, + 0.9958719611167908, + 0.9960142970085144, + 1.0, + 1.0, + 1.0, + 0.9992045164108276, + 1.0, + 0.9995232820510864, + 1.0, + 0.9979343414306641, + 1.0, + 0.9979493618011475, + 0.9954160451889038, + 0.9976180791854858, + 1.0, + 1.0, + 0.9955558180809021, + 1.0, + 0.9914318323135376, + 1.0, + 1.0, + 0.9988827705383301, + 0.9985619187355042, + 0.9956795573234558, + 1.0, + 1.0, + 1.0, + 0.9907737374305725, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993706941604614, + 0.9946476817131042, + 0.9977842569351196, + 0.9954000115394592, + 1.0, + 0.9984130263328552, + 0.9941189289093018, + 0.9952033758163452, + 1.0, + 1.0, + 0.9963407516479492, + 0.9985628724098206, + 0.9987207055091858, + 1.0, + 1.0, + 0.997456431388855, + 0.9961749315261841, + 1.0, + 1.0, + 1.0, + 0.9949297904968262, + 0.9984074831008911, + 0.999840497970581, + 1.0, + 1.0, + 0.9992080330848694, + 0.9889037013053894, + 1.0, + 1.0, + 0.9949362277984619, + 0.9942742586135864, + 1.0, + 1.0, + 0.9995251297950745, + 1.0, + 0.9998420476913452, + 0.9884665012359619, + 1.0, + 0.9926744699478149, + 1.0 + ], + [ + 0.40713000297546387, + -18.47734260559082, + 0.06312257051467896, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.4309525489807129, + 0.9723756909370422, + 1.0, + 0.8287290334701538, + 1.0, + -0.3319500684738159, + 1.0, + -0.4871826171875, + 1.0, + 0.8630940318107605, + 0.9371737241744995, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932107925415039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850886464118958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973396062850952, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995490550994873, + 1.0, + 1.0, + 0.9829066395759583, + 1.0, + 0.9926387667655945, + 0.9813185930252075, + 1.0, + 0.961051344871521, + 0.9821835160255432, + 0.9898155331611633, + 0.9990285038948059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9799005389213562, + 1.0, + 0.989758312702179, + 1.0, + 1.0, + 0.9984244704246521, + 0.9985402226448059, + 0.9890561699867249, + 1.0, + 0.9948686957359314, + 0.9947623610496521, + 1.0, + 0.9852328300476074, + 1.0, + 0.9892651438713074, + 0.9583967924118042, + 0.9712972640991211, + 0.9808155298233032, + 1.0, + 1.0, + 1.0, + 0.9861977696418762, + 0.9951980710029602, + 0.9996287822723389, + 1.0, + 1.0, + 1.0, + 0.9844816327095032, + 0.9846909642219543, + 1.0, + 0.9955868721008301, + 0.9937272667884827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979579448699951, + 1.0, + 0.9959257245063782, + 1.0, + 1.0, + 1.0, + 0.9931848049163818, + 1.0, + 1.0, + 0.9735826253890991, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935855269432068, + 0.9877533316612244, + 0.9900574088096619, + 0.9767544865608215, + 1.0, + 1.0, + 1.0, + 0.9975947737693787, + 1.0, + 0.9823310375213623, + 1.0, + 1.0, + 1.0, + 0.9901914596557617, + 0.9684951305389404, + 1.0, + 0.9909728765487671, + 1.0, + 0.9967402219772339, + 1.0, + 0.9982956647872925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992849826812744, + 0.9980918169021606, + 0.9880513548851013, + 0.959919810295105, + 1.0, + 0.9811111092567444, + 1.0, + 0.9920046329498291, + 1.0, + 0.9911872744560242, + 1.0, + 0.9882428050041199, + 0.9998562932014465, + 0.9798691272735596, + 0.9802626371383667, + 1.0, + 1.0, + 0.997455358505249, + 0.9868251085281372, + 0.9848076701164246, + 0.9868747591972351, + 1.0, + 1.0, + 1.0, + 0.9818238615989685, + 0.9955205321311951, + 1.0, + 1.0, + 0.9621527791023254, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830369353294373, + 0.9970718026161194, + 0.9768198132514954, + 1.0, + 0.977942705154419, + 1.0, + 0.9966139793395996, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875560402870178, + 0.9991117119789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9796233177185059, + 0.9863699078559875, + 0.9898163676261902, + 0.9884137511253357, + 1.0, + 0.9851380586624146, + 0.9804425835609436, + 1.0, + 0.9782108664512634, + 0.978653609752655, + 1.0, + 0.991610586643219, + 1.0, + 1.0, + 0.9811030626296997, + 0.9996932148933411, + 1.0, + 1.0, + 1.0, + 0.9990332722663879, + 0.9666000604629517, + 0.994574785232544, + 1.0, + 1.0, + 0.9996545314788818, + 1.0, + 1.0, + 0.9969876408576965, + 1.0, + 0.9862871766090393, + 0.9938206672668457, + 0.9870981574058533, + 0.9905200004577637, + 1.0, + 1.0, + 0.9845045208930969, + 1.0, + 1.0, + 0.9899858236312866, + 1.0, + 1.0, + 0.9810640811920166, + 0.9898262619972229, + 0.9759854078292847, + 1.0, + 0.9957378506660461, + 1.0, + 0.9957088828086853, + 1.0, + 0.990035355091095, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945299625396729, + 0.9697041511535645, + 0.985344648361206, + 0.9655236601829529, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9889741539955139, + 0.9813681840896606, + 1.0, + 0.9924649596214294, + 0.991424024105072, + 0.9831648468971252, + 1.0, + 1.0, + 1.0, + 0.9881271123886108, + 1.0, + 1.0, + 1.0, + 0.9833260774612427, + 0.9958128333091736, + 0.9864909052848816, + 0.9784159064292908, + 1.0, + 1.0, + 1.0, + 0.9791648983955383, + 0.9977400302886963, + 0.9636123776435852, + 1.0, + 1.0, + 1.0, + 0.9808650016784668, + 0.9981448650360107, + 0.9725852012634277, + 1.0, + 0.9820241928100586, + 1.0, + 0.9739020466804504, + 0.9872525930404663, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880755543708801, + 1.0, + 0.994934618473053, + 0.9934713244438171, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878841638565063, + 1.0, + 0.9881783723831177, + 1.0, + 0.987891674041748, + 1.0, + 0.9984888434410095, + 1.0, + 1.0, + 0.9926740527153015, + 0.9762579202651978, + 0.9731606245040894, + 1.0, + 0.9911390542984009, + 1.0, + 1.0, + 0.9840639233589172, + 0.9951387643814087, + 0.9953210949897766, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875355958938599, + 0.9934684038162231, + 1.0, + 0.9834593534469604, + 1.0, + 1.0, + 1.0, + 0.9829909205436707, + 0.9924118518829346, + 1.0, + 1.0, + 0.9945122003555298, + 1.0, + 0.9724270105361938, + 1.0, + 0.9806798696517944, + 1.0, + 0.9979135394096375, + 1.0, + 1.0, + 0.9869268536567688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979261159896851, + 0.9948043823242188, + 1.0, + 0.9918491840362549, + 0.988788902759552, + 0.9850916266441345, + 1.0, + 0.9871127605438232, + 1.0, + 0.9770998358726501, + 1.0, + 0.9870249629020691, + 1.0, + 0.9955280423164368, + 1.0, + 1.0, + 1.0, + 0.9873611927032471, + 0.9835173487663269, + 0.9940628409385681, + 0.9931446313858032, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993601381778717, + 0.9814745783805847, + 1.0, + 0.9957283139228821, + 1.0, + 0.9797641634941101, + 1.0, + 0.9925957918167114, + 0.9997984766960144, + 0.9842137694358826, + 1.0, + 1.0, + 0.9698600172996521, + 0.9992950558662415, + 0.9888304471969604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9753300547599792, + 0.9921258091926575, + 0.9952037334442139, + 1.0, + 0.9931399822235107, + 0.9715179800987244, + 1.0, + 1.0, + 0.9923344254493713, + 0.9893962144851685, + 0.9899452924728394, + 0.9991269111633301, + 1.0, + 0.99033522605896, + 1.0, + 0.9983346462249756, + 1.0, + 0.996239960193634, + 0.9991421699523926, + 0.9859771728515625, + 0.9979391694068909, + 0.9990692138671875, + 0.9940029978752136, + 1.0, + 1.0, + 1.0, + 0.9965505599975586, + 0.9889690279960632, + 1.0, + 0.9929159879684448, + 0.9978681802749634, + 0.9929357171058655, + 0.9894714951515198, + 1.0, + 1.0, + 0.9831765294075012, + 0.9944025874137878, + 1.0, + 0.9922138452529907, + 1.0, + 1.0, + 0.9966464638710022, + 0.9920337796211243, + 0.992462694644928, + 0.9964364767074585, + 1.0, + 1.0, + 1.0, + 0.9904058575630188, + 0.9874805808067322, + 1.0, + 1.0, + 0.995576024055481, + 1.0, + 1.0, + 1.0, + 0.9984564185142517, + 0.9667754173278809, + 1.0, + 0.9885067343711853, + 1.0, + 0.9781437516212463, + 0.9927054643630981, + 1.0, + 1.0, + 1.0, + 0.9911323189735413, + 0.9859728217124939, + 1.0, + 0.9971633553504944, + 1.0, + 1.0, + 1.0, + 0.9675450325012207, + 0.9885934591293335, + 0.9988889694213867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9794431924819946, + 0.9933244585990906, + 0.991200864315033, + 0.9904906749725342, + 1.0, + 1.0, + 0.989574670791626, + 1.0, + 0.9935624003410339, + 1.0, + 0.9951896071434021, + 1.0, + 0.994596004486084, + 1.0, + 0.9969446659088135, + 0.986266016960144, + 0.9741347432136536, + 0.9984051585197449, + 0.9944680333137512, + 1.0, + 1.0, + 0.9975679516792297, + 1.0, + 0.989385187625885, + 0.9903731346130371, + 1.0, + 1.0, + 0.9901339411735535, + 1.0, + 1.0, + 0.9991449117660522, + 0.9970331192016602, + 1.0, + 0.9901905059814453, + 0.9777893424034119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972078800201416, + 1.0, + 0.9965534806251526, + 1.0, + 1.0, + 1.0, + 0.9673614501953125, + 1.0, + 1.0, + 1.0, + 0.9931293725967407, + 0.9923641681671143, + 0.9956899285316467, + 0.9840213656425476, + 1.0, + 1.0, + 1.0, + 0.9983295202255249, + 1.0, + 0.9969238042831421, + 0.9935145378112793, + 1.0, + 0.9807621240615845, + 1.0, + 0.9944583773612976, + 0.9991625547409058, + 0.9850600361824036, + 1.0, + 1.0, + 0.9913846254348755, + 1.0, + 0.9990723729133606, + 0.9853988289833069, + 1.0, + 0.9963487982749939, + 1.0, + 1.0, + 0.9908057451248169, + 1.0, + 0.9957269430160522, + 0.982524037361145, + 1.0, + 1.0, + 1.0, + 0.9851927757263184, + 0.9957543015480042, + 1.0, + 0.9977660775184631, + 1.0, + 0.9973132610321045, + 0.9947232604026794, + 0.9879665970802307, + 1.0, + 0.9999160170555115, + 0.9943684339523315, + 1.0, + 0.990260660648346, + 1.0, + 0.9920979738235474, + 1.0, + 0.9902096390724182, + 0.9964852929115295, + 1.0, + 1.0, + 0.9747677445411682, + 0.9842737317085266, + 1.0, + 1.0, + 0.9989137649536133, + 0.983911395072937, + 0.9922067523002625, + 0.9843767285346985, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995048463344574, + 1.0, + 0.9942376017570496, + 0.9884085655212402, + 1.0, + 0.9894328117370605, + 0.9954553246498108, + 1.0, + 0.9871628284454346, + 0.9883391261100769, + 0.9972817897796631, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918341040611267, + 0.9859983325004578, + 0.9910253882408142, + 0.998767614364624, + 0.9985940456390381, + 0.9913797974586487, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922103881835938, + 0.9937872290611267, + 1.0, + 0.9970318675041199, + 0.9998866319656372, + 0.9927978515625, + 0.9917173385620117, + 0.9910721778869629, + 1.0, + 1.0, + 0.9930815696716309, + 0.9891344904899597, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878323078155518, + 0.9916458129882812, + 0.9859972596168518, + 0.9999416470527649, + 0.9886264204978943, + 1.0, + 1.0, + 1.0, + 0.9932411313056946, + 0.9870139956474304, + 0.9862112402915955, + 1.0, + 0.9849053621292114, + 1.0, + 1.0, + 0.9765172600746155, + 0.9854851365089417, + 1.0, + 1.0, + 1.0, + 0.9926267266273499, + 0.9746825098991394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872660636901855, + 0.9735586643218994, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872420430183411, + 1.0, + 0.9886762499809265, + 1.0, + 1.0, + 1.0, + 0.9921619296073914, + 0.9840573072433472, + 1.0, + 1.0, + 0.9862410426139832, + 1.0, + 1.0, + 0.9937088489532471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852802157402039, + 0.9907825589179993, + 0.9932572245597839, + 0.9975079894065857, + 1.0, + 1.0, + 1.0, + 0.9923036098480225, + 0.9783874154090881, + 0.976725161075592, + 0.9964184165000916, + 1.0, + 1.0, + 1.0, + 0.9876134991645813, + 1.0, + 0.9718294143676758, + 1.0, + 0.9829234480857849, + 1.0, + 0.9961572885513306, + 1.0, + 0.9955775141716003, + 1.0, + 0.9989989995956421, + 0.9958487153053284, + 1.0, + 1.0, + 0.9892930388450623, + 0.9940189719200134, + 1.0, + 0.9884622097015381, + 1.0, + 1.0, + 1.0, + 0.9937020540237427, + 0.9950264096260071, + 0.9918596744537354, + 0.9995105266571045, + 0.9788239598274231, + 0.9969976544380188, + 1.0, + 1.0, + 0.9815378785133362, + 0.9940204620361328, + 1.0, + 0.99193274974823, + 1.0, + 0.9966368079185486, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859439134597778, + 1.0, + 0.9984217882156372, + 0.980312705039978, + 1.0, + 1.0, + 1.0, + 0.9972708225250244, + 0.9827734231948853, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992862939834595, + 1.0, + 0.9953702688217163, + 1.0, + 0.9754162430763245, + 1.0, + 1.0, + 0.9939579367637634, + 0.9847040772438049, + 0.9905248880386353, + 0.9974780678749084, + 1.0, + 0.9973201155662537, + 1.0, + 0.9918573498725891, + 1.0, + 0.9905664920806885, + 1.0, + 0.989223837852478, + 1.0, + 1.0, + 0.9959639310836792, + 0.9797951579093933, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941806197166443, + 0.9970590472221375, + 1.0, + 1.0, + 0.9890927672386169, + 0.9981526136398315, + 0.9899488091468811, + 1.0, + 1.0, + 1.0, + 0.9833958148956299, + 0.9944005608558655, + 1.0, + 1.0, + 0.9974812865257263, + 0.9886512160301208, + 0.9820926785469055, + 1.0, + 1.0, + 1.0, + 0.9967722296714783, + 0.9917054176330566, + 1.0, + 1.0, + 0.9838682413101196, + 1.0, + 0.9898556470870972, + 1.0, + 0.9913272261619568, + 0.9917763471603394, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9867385029792786, + 1.0, + 0.995993971824646, + 1.0, + 0.9894088506698608, + 1.0, + 1.0, + 0.9893826842308044, + 0.9987224340438843, + 0.9935187697410583, + 1.0, + 1.0, + 0.9833705425262451, + 0.9901168346405029, + 1.0, + 0.9842883944511414, + 0.9859223961830139, + 0.9925276637077332, + 1.0, + 1.0, + 1.0, + 0.9881694912910461, + 0.9939135313034058, + 0.9984400272369385, + 0.9990742802619934, + 0.9957431554794312, + 1.0, + 1.0, + 0.9924692511558533, + 0.9940983653068542, + 0.992542564868927, + 1.0, + 1.0, + 0.9796829223632812, + 1.0, + 1.0, + 1.0, + 0.9884759783744812, + 0.9897809624671936, + 1.0, + 1.0, + 1.0, + 0.9905216693878174, + 1.0, + 1.0, + 0.9859493374824524, + 1.0, + 0.9958311915397644, + 1.0, + 1.0, + 1.0, + 0.9920886158943176, + 0.9960127472877502, + 1.0, + 0.9920402765274048, + 0.9988537430763245, + 1.0, + 0.9868229031562805, + 0.998751699924469, + 1.0, + 1.0, + 1.0, + 0.9977629780769348, + 0.9887032508850098, + 1.0, + 0.9973304271697998, + 1.0, + 0.9884787201881409, + 0.9974259734153748, + 0.999768078327179, + 0.9974476099014282, + 0.994620680809021, + 0.9957902431488037, + 1.0, + 0.9948123693466187, + 1.0, + 1.0, + 0.9994530081748962, + 1.0, + 1.0, + 0.9951483607292175, + 0.980185329914093, + 1.0, + 1.0, + 0.9967411160469055, + 1.0, + 0.9950771927833557, + 0.9847578406333923, + 0.9875130653381348, + 1.0, + 1.0, + 0.9977501630783081, + 0.9935776591300964, + 0.9937659502029419, + 1.0, + 1.0, + 0.9970394968986511, + 1.0, + 0.983013927936554, + 0.9989936947822571, + 0.9968629479408264, + 1.0, + 1.0, + 0.9985859394073486, + 0.9934861063957214, + 1.0, + 0.9772925972938538, + 0.9853695034980774, + 0.9842702746391296, + 1.0, + 1.0, + 0.9980819821357727, + 0.9867736101150513, + 1.0, + 0.9928440451622009, + 0.9998558759689331, + 0.9983565211296082, + 0.9818910956382751, + 1.0, + 1.0, + 1.0, + 0.9947533011436462, + 1.0, + 0.9911968111991882, + 1.0, + 1.0, + 0.9938482642173767, + 0.9944632053375244, + 0.9960883259773254, + 1.0, + 0.9894922375679016, + 1.0, + 1.0, + 0.9900875091552734, + 1.0, + 1.0, + 0.9972323775291443, + 0.9749656915664673, + 1.0, + 1.0, + 1.0, + 0.9953739047050476, + 0.9902142286300659, + 0.9994461536407471, + 0.9960622787475586, + 1.0, + 1.0, + 1.0, + 0.9768116474151611, + 1.0, + 0.9898306131362915, + 1.0, + 0.9916875958442688, + 1.0, + 0.9978730082511902, + 0.9983064532279968, + 1.0, + 1.0, + 0.9935840964317322, + 0.9858798384666443, + 0.9908302426338196, + 1.0, + 1.0, + 0.9951109886169434, + 0.9819374680519104, + 1.0, + 1.0, + 1.0, + 0.9876879453659058, + 1.0, + 0.9890788197517395, + 1.0, + 1.0, + 0.9924138188362122, + 0.9968269467353821, + 1.0 + ] + ], + "consistencies": [ + -1.1264097690582275, + 32.19328308105469, + 21.842201232910156, + 7.5553789138793945, + 6.27377986907959, + 7.173793315887451, + 12.584623336791992, + 36.20661926269531, + 104.26227569580078, + 15.58469295501709, + 10.758182525634766, + 10.384320259094238, + 7.078164100646973, + 6.034119606018066, + 3.2096269130706787, + 2.882707357406616, + 2.6747629642486572, + 3.018455743789673, + 3.167689561843872, + 3.0010550022125244, + 4.350656509399414, + 9.027368545532227, + -10.82896900177002, + -5.549023628234863, + -4.833446502685547, + -5.816096782684326, + -5.3656158447265625, + -4.226059913635254, + -3.8490219116210938, + -3.099583148956299, + -3.0119776725769043, + -2.9899911880493164, + -2.288142204284668, + -2.10510516166687, + -1.9286620616912842, + -1.7302837371826172, + -1.5590405464172363, + -1.4630165100097656, + -1.4012413024902344, + -1.4056904315948486, + -1.396050214767456, + -1.3442282676696777, + -1.2613794803619385, + -1.1763720512390137, + -1.1533143520355225, + -1.114872932434082, + -1.091905117034912, + -1.0655295848846436, + -1.022141456604004, + -1.0155103206634521, + -1.0042152404785156, + -0.9927966594696045, + -0.9709279537200928, + -0.9389036893844604, + -0.913749098777771, + -0.8915286064147949, + -0.857924222946167, + -0.8635463714599609, + -0.8560186624526978, + -0.8341448307037354, + -0.8785324096679688, + -0.8796032667160034, + -0.9133961200714111, + -0.9165675640106201, + -0.9011693000793457, + -0.8773300647735596, + -0.8529970645904541, + -0.855866551399231, + -0.8196910619735718, + -0.7910958528518677, + -0.7250993251800537, + -0.5993103981018066, + -0.5109744071960449, + -0.329728364944458, + -0.14727962017059326, + 0.016539812088012695, + 0.14131003618240356, + 0.19112521409988403, + 0.2301769256591797, + 0.20993846654891968, + 0.23130470514297485, + 0.19780200719833374, + 0.26451271772384644, + 0.43012213706970215, + 0.5769566893577576, + 0.7037436962127686, + 0.7518347501754761, + 0.7931475043296814, + 0.7530986070632935, + 0.7708556056022644, + 0.7795569896697998, + 0.7513812184333801, + 0.8149657249450684, + 0.8496556878089905, + 0.8307244181632996, + 0.8463343381881714, + 0.8688724637031555, + 0.8604351878166199, + 0.8697763681411743, + 0.9159380197525024, + 0.944056510925293, + 0.9274937510490417, + 0.9395092725753784, + 0.9033360481262207, + 0.8777127265930176, + 0.9066982269287109, + 0.8965309262275696, + 0.9185968041419983, + 0.948667049407959, + 0.9151197671890259, + 0.8878327012062073, + 0.8792151212692261, + 0.8145421147346497, + 0.8052458763122559, + 0.7978012561798096, + 0.8642879724502563, + 0.8783822059631348, + 0.8876351118087769, + 0.9231135249137878, + 0.8892382979393005, + 0.9269528388977051, + 0.9305288195610046, + 0.9505253434181213, + 0.9861114025115967, + 0.9660178422927856, + 0.9427086710929871, + 0.9791271090507507, + 0.9642823934555054, + 0.9292826056480408, + 0.8897827863693237, + 0.9376387596130371, + 0.934807538986206, + 0.9666870832443237, + 0.9566187858581543, + 0.9028406143188477, + 0.9217690825462341, + 0.9160802960395813, + 0.8918178677558899, + 0.8925377726554871, + 0.9186270236968994, + 0.9086940884590149, + 0.947380781173706, + 0.9080427885055542, + 0.9352093935012817, + 0.9490635991096497, + 0.9447225332260132, + 0.9012421369552612, + 0.8978684544563293, + 0.9649384021759033, + 0.9940136671066284, + 0.9945946931838989, + 0.9757978916168213, + 0.9464475512504578, + 0.9094617962837219, + 0.8710598945617676, + 0.8587241172790527, + 0.8143126368522644, + 0.8280273079872131, + 0.8464155197143555, + 0.8475075364112854, + 0.9546285271644592, + 0.9414960145950317, + 0.9481145739555359, + 0.9539766311645508, + 0.9594523906707764, + 0.9321228265762329, + 0.9393244981765747, + 0.9056205153465271, + 0.9035016894340515, + 0.9344955086708069, + 0.9775251150131226, + 0.9594709277153015, + 0.9568600654602051, + 0.9261471033096313, + 0.9153124690055847, + 0.9377005100250244, + 0.9714505076408386, + 0.9413607716560364, + 0.9278881549835205, + 0.8733346462249756, + 0.8938432931900024, + 0.8988028168678284, + 0.9029875993728638, + 0.8614319562911987, + 0.8574302792549133, + 0.9239668846130371, + 0.9042972326278687, + 0.9236927032470703, + 0.9082999229431152, + 0.8815804719924927, + 0.8953312039375305, + 0.8874709010124207, + 0.8775345087051392, + 0.8862741589546204, + 0.9220147728919983, + 0.9389201402664185, + 0.9330672025680542, + 0.9326238036155701, + 0.9261496663093567, + 0.9385579228401184, + 0.9035907983779907, + 0.9062776565551758, + 0.909322202205658, + 0.885054886341095, + 0.8659486770629883, + 0.8596711158752441, + 0.837620735168457, + 0.8691385984420776, + 0.8689805865287781, + 0.9028892517089844, + 0.9264108538627625, + 0.9288023114204407, + 0.922076940536499, + 0.9403902292251587, + 0.9329851865768433, + 0.952050507068634, + 0.9726812839508057, + 0.941868782043457, + 0.963218092918396, + 0.9439636468887329, + 0.9348286986351013, + 0.9281588792800903, + 0.9007492661476135, + 0.9386874437332153, + 0.9316515326499939, + 0.8910155296325684, + 0.9099857807159424, + 0.9579834938049316, + 0.9541496634483337, + 0.9228240251541138, + 0.8987075686454773, + 0.9076225757598877, + 0.892595112323761, + 0.8956374526023865, + 0.9068120718002319, + 0.8924969434738159, + 0.8972376585006714, + 0.8811861872673035, + 0.8984618186950684, + 0.9145411252975464, + 0.8938068151473999, + 0.8819332122802734, + 0.9250568747520447, + 0.9336670637130737, + 0.9352521896362305, + 0.9166948199272156, + 0.9167817831039429, + 0.9244954586029053, + 0.9380461573600769, + 0.9323391318321228, + 0.9446814656257629, + 0.94022136926651, + 0.9415543079376221, + 0.9150540232658386, + 0.911389946937561, + 0.8920311331748962, + 0.919613242149353, + 0.9255975484848022, + 0.9389362335205078, + 0.9143404960632324, + 0.8848876953125, + 0.9042651653289795, + 0.9167569875717163, + 0.9246953725814819, + 0.9427280426025391, + 0.9256860613822937, + 0.920677661895752, + 0.9094040393829346, + 0.9003736972808838, + 0.9109752774238586, + 0.9384275078773499, + 0.9139532446861267, + 0.9483876824378967, + 0.9684358239173889, + 0.9698665738105774, + 0.9095132350921631, + 0.8614464998245239, + 0.856698751449585, + 0.8777164816856384, + 0.8695862889289856, + 0.848310112953186, + 0.8657282590866089, + 0.9083716869354248, + 0.9177452325820923, + 0.9061093926429749, + 0.9307807087898254, + 0.917343020439148, + 0.8813507556915283, + 0.8446397185325623, + 0.8658150434494019, + 0.8800053000450134, + 0.9538012742996216, + 0.9390193223953247, + 0.9011913537979126, + 0.82677161693573, + 0.8344495296478271, + 0.8533994555473328, + 0.8866753578186035, + 0.908935546875, + 0.9321706295013428, + 0.9356677532196045, + 0.9569534063339233, + 0.964513897895813, + 0.9678088426589966, + 0.931495726108551, + 0.9215103387832642, + 0.8947526812553406, + 0.9029471278190613, + 0.8918015956878662, + 0.8957263827323914, + 0.9088865518569946, + 0.8889021873474121, + 0.8853732347488403, + 0.8951336145401001, + 0.9081360101699829, + 0.9107361435890198, + 0.8715708255767822, + 0.885461688041687, + 0.8718301653862, + 0.8910252451896667, + 0.848657488822937, + 0.8718981146812439, + 0.874237060546875, + 0.8780394196510315, + 0.8805409073829651, + 0.8960785269737244, + 0.9269380569458008, + 0.9061201810836792, + 0.9144235849380493, + 0.8812279105186462, + 0.8625684380531311, + 0.8725441098213196, + 0.87752765417099, + 0.8950119614601135, + 0.8725045919418335, + 0.8420711755752563, + 0.8511731624603271, + 0.8611416220664978, + 0.8681026101112366, + 0.8724074363708496, + 0.8490765690803528, + 0.8791688084602356, + 0.8634403944015503, + 0.8838338851928711, + 0.8630245923995972, + 0.8684272170066833, + 0.8697046041488647, + 0.8634171485900879, + 0.8568598031997681, + 0.8611531257629395, + 0.8583318591117859, + 0.8779453635215759, + 0.8765789866447449, + 0.8980985283851624, + 0.9053265452384949, + 0.9096277356147766, + 0.885011613368988, + 0.8759933710098267, + 0.8877385854721069, + 0.8834697008132935, + 0.881967306137085, + 0.8746835589408875, + 0.8681516647338867, + 0.858258843421936, + 0.8360478281974792, + 0.851536750793457, + 0.861098051071167, + 0.8553237915039062, + 0.8637330532073975, + 0.865512490272522, + 0.9010170698165894, + 0.8588276505470276, + 0.8770918250083923, + 0.845914900302887, + 0.8984935283660889, + 0.889283299446106, + 0.8999369740486145, + 0.9013615250587463, + 0.9120761156082153, + 0.8808735609054565, + 0.8654407262802124, + 0.8544750213623047, + 0.8874717950820923, + 0.9241491556167603, + 0.9255061745643616, + 0.9120683670043945, + 0.8904657959938049, + 0.8825998306274414, + 0.8610334396362305, + 0.8592058420181274, + 0.865063488483429, + 0.9125984311103821, + 0.8936831951141357, + 0.8951588869094849, + 0.8784186244010925, + 0.9065230488777161, + 0.8737321496009827, + 0.8893059492111206, + 0.9005560278892517, + 0.9246878027915955, + 0.9098001718521118, + 0.8586952686309814, + 0.8804249167442322, + 0.8838281035423279, + 0.888063371181488, + 0.8807838559150696, + 0.8759979605674744, + 0.8827419281005859, + 0.8530580997467041, + 0.8479490280151367, + 0.8737595677375793, + 0.8712612986564636, + 0.8524607419967651, + 0.8381847143173218, + 0.8682523369789124, + 0.8936558365821838, + 0.9072815179824829, + 0.8630917072296143, + 0.8744142055511475, + 0.8767359256744385, + 0.8693583011627197, + 0.8756804466247559, + 0.884485125541687, + 0.9105457663536072, + 0.8710381388664246, + 0.8611983060836792, + 0.8365089297294617, + 0.8547866940498352, + 0.8810535669326782, + 0.9051324129104614, + 0.9034855365753174, + 0.8882489204406738, + 0.900331974029541, + 0.8717084527015686, + 0.8469977974891663, + 0.814786434173584, + 0.8272595405578613, + 0.852063000202179, + 0.859083890914917, + 0.856797456741333, + 0.8580310940742493, + 0.8796684741973877, + 0.8916416764259338, + 0.8660423755645752, + 0.8616104125976562, + 0.8969521522521973, + 0.9022310376167297, + 0.8791155815124512, + 0.861595869064331, + 0.8494768142700195, + 0.8732852339744568, + 0.8759639263153076, + 0.8937536478042603, + 0.8854294419288635, + 0.8901336193084717, + 0.8599700927734375, + 0.8447181582450867, + 0.8458532094955444, + 0.8572367429733276, + 0.8638219237327576, + 0.8366218209266663, + 0.8327028751373291, + 0.8343830108642578, + 0.8378207683563232, + 0.8430352210998535, + 0.8486410975456238, + 0.8596023321151733, + 0.8947247266769409, + 0.8555191159248352, + 0.8678224682807922, + 0.8617216944694519, + 0.8852584362030029, + 0.9018951058387756, + 0.901096522808075, + 0.8981359004974365, + 0.8885294795036316, + 0.8827658891677856, + 0.8942235708236694, + 0.897089958190918, + 0.9034465551376343, + 0.8914721012115479, + 0.8760635256767273, + 0.8495135307312012, + 0.8780578970909119, + 0.8784185647964478, + 0.887511670589447, + 0.8730067014694214, + 0.8715816140174866, + 0.8576697111129761, + 0.8476294279098511, + 0.8781998157501221, + 0.8958659172058105, + 0.9007601141929626, + 0.9133150577545166, + 0.8954218029975891, + 0.8784429430961609, + 0.8787158727645874, + 0.846084475517273, + 0.8699524402618408, + 0.8847719430923462, + 0.8946619629859924, + 0.8894938826560974, + 0.8910028338432312, + 0.889004111289978, + 0.8864263296127319, + 0.9110785722732544, + 0.9426982998847961, + 0.9391815662384033, + 0.953893780708313, + 0.9410133361816406, + 0.9214094877243042, + 0.9312053322792053, + 0.8924768567085266, + 0.9096308946609497, + 0.9015458822250366, + 0.8828636407852173, + 0.8849701285362244, + 0.903134822845459, + 0.9082111120223999, + 0.884809136390686, + 0.8850500583648682, + 0.8880041837692261, + 0.8842625021934509, + 0.8993442058563232, + 0.9214451909065247, + 0.9242978692054749, + 0.9249934554100037, + 0.9222663044929504, + 0.907703161239624, + 0.9060004949569702, + 0.8977557420730591, + 0.8904475569725037, + 0.9053465723991394, + 0.8786201477050781, + 0.8797752857208252, + 0.9185261726379395, + 0.8926290273666382, + 0.8947209715843201, + 0.8858209848403931, + 0.894697904586792, + 0.9129855632781982, + 0.9254785776138306, + 0.9383783340454102, + 0.9263207912445068, + 0.9232372045516968, + 0.9100034236907959, + 0.9198033809661865, + 0.8934316039085388, + 0.9004523158073425, + 0.9051979184150696, + 0.895708441734314, + 0.9165254831314087, + 0.9089073538780212, + 0.9090911149978638, + 0.9111276268959045, + 0.9078271985054016, + 0.8832572102546692, + 0.8506826758384705, + 0.8731280565261841, + 0.8641208410263062, + 0.8720670342445374, + 0.8957446217536926, + 0.8936989903450012, + 0.8960533142089844, + 0.8944236040115356, + 0.8708951473236084, + 0.8781639337539673, + 0.8834450244903564, + 0.8836621046066284, + 0.905662477016449, + 0.8810103535652161, + 0.8713536262512207, + 0.8716440200805664, + 0.8819781541824341, + 0.8973917961120605, + 0.8885071277618408, + 0.886173665523529, + 0.862637460231781, + 0.8597727417945862, + 0.8608692288398743, + 0.8780567646026611, + 0.8729872703552246, + 0.8749887943267822, + 0.8630275726318359, + 0.8507940769195557, + 0.8826760649681091, + 0.8772131204605103, + 0.8824905753135681, + 0.8656921982765198, + 0.8791166543960571, + 0.8940268754959106, + 0.8824141025543213, + 0.8639851808547974, + 0.8959321975708008, + 0.9296467900276184, + 0.9121226072311401, + 0.8648710250854492, + 0.8541679978370667, + 0.8604637384414673, + 0.8789583444595337, + 0.9023654460906982, + 0.8933337330818176, + 0.8716120719909668, + 0.8545788526535034, + 0.846324622631073, + 0.8576653003692627, + 0.848537027835846, + 0.8689196109771729, + 0.8805252313613892, + 0.8644811511039734, + 0.8785222172737122, + 0.8749291896820068, + 0.8673605918884277, + 0.8899844884872437, + 0.9123673439025879, + 0.9071882367134094, + 0.8750685453414917, + 0.8607712984085083, + 0.8427163362503052, + 0.8432245254516602, + 0.8408487439155579, + 0.8526746034622192, + 0.8691313862800598, + 0.8948432207107544, + 0.9082467555999756, + 0.9099079370498657, + 0.9006416201591492, + 0.8987306952476501, + 0.8920970559120178, + 0.8904387950897217, + 0.8611846566200256, + 0.872640073299408, + 0.8824914693832397, + 0.8712858557701111, + 0.8785874247550964, + 0.8781580924987793, + 0.8996899724006653, + 0.9048985838890076, + 0.9076244831085205, + 0.8946713805198669, + 0.8863319158554077, + 0.8946319222450256, + 0.9151648879051208, + 0.9015641212463379, + 0.8931803703308105, + 0.8681873083114624, + 0.8617665767669678, + 0.8742091655731201, + 0.8702772855758667, + 0.9098210334777832, + 0.9224238991737366, + 0.9350733160972595, + 0.918154239654541, + 0.8773893713951111, + 0.8577351570129395, + 0.8862732648849487, + 0.9099259376525879, + 0.9071181416511536, + 0.8930681943893433, + 0.9089147448539734, + 0.9000096917152405, + 0.8693392872810364, + 0.8993301391601562, + 0.9094666838645935, + 0.8999350666999817, + 0.8868286609649658, + 0.876589834690094, + 0.8868170380592346, + 0.9121372699737549, + 0.9010653495788574, + 0.8639771342277527, + 0.846053957939148, + 0.8472893834114075, + 0.8729028105735779, + 0.912339985370636, + 0.8856210708618164, + 0.8656483888626099, + 0.8561234474182129, + 0.8549751043319702, + 0.869066059589386, + 0.8709655404090881, + 0.8820363283157349, + 0.8863580226898193, + 0.8835166692733765, + 0.8714061379432678, + 0.8768047094345093, + 0.8862823843955994, + 0.8658614158630371, + 0.8767659664154053, + 0.9093350172042847, + 0.8979400992393494, + 0.8879100680351257, + 0.8839947581291199, + 0.860945463180542, + 0.8456303477287292, + 0.8490700721740723, + 0.847886860370636, + 0.8702142238616943, + 0.8814800381660461, + 0.8945968151092529, + 0.9005337953567505, + 0.870806097984314, + 0.8635441660881042, + 0.8469997644424438, + 0.8448823690414429, + 0.8582648038864136, + 0.8973312973976135, + 0.9056546092033386, + 0.8626683950424194, + 0.8401443958282471, + 0.8516811728477478, + 0.8679954409599304, + 0.8482763767242432, + 0.8878512978553772, + 0.8895353674888611, + 0.9114531874656677, + 0.886491060256958, + 0.8983941078186035, + 0.8836542963981628, + 0.8698366284370422, + 0.870219886302948, + 0.868614137172699, + 0.8795796632766724, + 0.8769552707672119, + 0.8572092652320862, + 0.8658723831176758, + 0.8795889019966125, + 0.8872035145759583, + 0.8927714824676514, + 0.8831677436828613, + 0.8658945560455322, + 0.8530205488204956, + 0.8766647577285767, + 0.8761153221130371, + 0.8791971802711487, + 0.8726914525032043, + 0.9175807237625122, + 0.9345341920852661, + 0.9143051505088806, + 0.8880476355552673, + 0.8985430598258972, + 0.8923436403274536, + 0.8840761780738831, + 0.9003462791442871, + 0.9056202173233032, + 0.9109391570091248, + 0.8974804878234863, + 0.888971209526062, + 0.8877025842666626, + 0.8826540112495422, + 0.8900753259658813, + 0.8893327116966248, + 0.894266664981842, + 0.9129871129989624, + 0.9002665281295776, + 0.8864180445671082, + 0.8915464878082275, + 0.9026885032653809, + 0.921922504901886, + 0.9088054895401001, + 0.8845169544219971, + 0.8741876482963562, + 0.873340368270874, + 0.8708068132400513, + 0.8657994866371155, + 0.8579340577125549, + 0.843859076499939, + 0.8754653334617615, + 0.8890148997306824, + 0.8557279109954834, + 0.8676181435585022, + 0.8795869946479797, + 0.8906291127204895, + 0.8995451927185059, + 0.8957645297050476, + 0.9139127135276794, + 0.8980199098587036, + 0.8967525362968445, + 0.8760408163070679, + 0.8886730074882507, + 0.8648284673690796, + 0.8625248670578003, + 0.8572275638580322, + 0.867970883846283, + 0.863789439201355, + 0.887438952922821, + 0.901436448097229, + 0.9052976369857788, + 0.8825496435165405, + 0.8675277233123779, + 0.8562215566635132, + 0.847984790802002, + 0.8517714142799377, + 0.854425847530365, + 0.870610773563385, + 0.8628818988800049, + 0.8781514763832092, + 0.8701193928718567, + 0.8653862476348877, + 0.8677313327789307, + 0.886083722114563, + 0.8939313888549805, + 0.8830345869064331, + 0.863702654838562, + 0.8674489259719849, + 0.8851214051246643, + 0.9043779373168945, + 0.8978284597396851, + 0.8818926811218262, + 0.8613020181655884, + 0.8701542615890503, + 0.8838111758232117, + 0.8769673705101013, + 0.8595876097679138, + 0.8822634220123291, + 0.8796252608299255, + 0.8913175463676453, + 0.8942707180976868, + 0.9023573398590088, + 0.9126754999160767, + 0.9117554426193237, + 0.8763408064842224, + 0.8734660148620605, + 0.8742357492446899, + 0.8871745467185974, + 0.8774669170379639, + 0.8874688744544983, + 0.8838943839073181, + 0.8931545615196228, + 0.8729895353317261, + 0.8665013313293457, + 0.8809693455696106, + 0.8786314725875854, + 0.8872499465942383, + 0.8565002679824829, + 0.8247198462486267, + 0.8537232279777527, + 0.8672813177108765, + 0.8583333492279053, + 0.8798991441726685, + 0.8967439532279968, + 0.894095242023468, + 0.8720951080322266, + 0.8650115728378296, + 0.8591729402542114, + 0.8688030242919922, + 0.8861053586006165, + 0.8867747187614441, + 0.895231306552887, + 0.9009155035018921, + 0.8983844518661499, + 0.8971309065818787, + 0.9011463522911072, + 0.9084200263023376, + 0.9119982123374939, + 0.8893836736679077, + 0.8814471960067749, + 0.9015647768974304, + 0.9005303382873535, + 0.8769365549087524, + 0.8690874576568604, + 0.889535665512085, + 0.8991239070892334, + 0.895758330821991, + 0.8744182586669922, + 0.87200528383255, + 0.8726163506507874, + 0.8743407726287842, + 0.8831028342247009, + 0.8953522443771362, + 0.8996416926383972, + 0.9083672761917114, + 0.890903890132904, + 0.8732550144195557, + 0.8652536869049072, + 0.8720699548721313, + 0.8713051080703735, + 0.8710012435913086, + 0.8714755773544312, + 0.8713697791099548, + 0.8670040965080261, + 0.8840113878250122, + 0.8909130096435547, + 0.8800567984580994, + 0.8715598583221436, + 0.8701485991477966, + 0.8656485080718994, + 0.8793025612831116, + 0.864040195941925, + 0.8765096068382263, + 0.8667386174201965, + 0.8766794204711914, + 0.8819900155067444, + 0.8825883269309998, + 0.8737388849258423, + 0.8853082060813904, + 0.90617835521698, + 0.8986541032791138, + 0.9039193391799927, + 0.8993709683418274, + 0.8880771994590759, + 0.8840866684913635, + 0.8763208985328674, + 0.8668569326400757, + 0.8794502019882202, + 0.8992339968681335, + 0.8899484872817993, + 0.8845504522323608, + 0.89089035987854, + 0.8734405636787415, + 0.8747329115867615, + 0.8914493918418884, + 0.9055594205856323, + 0.8946095705032349, + 0.8738600015640259, + 0.8779706954956055, + 0.8829177618026733, + 0.8819031715393066, + 0.8621611595153809, + 0.8466849327087402, + 0.8669421672821045, + 0.865827202796936, + 0.8794342875480652, + 0.8809393644332886, + 0.8997870087623596, + 0.8799116611480713, + 0.8778137564659119, + 0.875607430934906, + 0.8842113018035889, + 0.873036801815033, + 0.89891117811203, + 0.9130625128746033, + 0.9314234852790833, + 0.899246096611023, + 0.8723487257957458, + 0.8739787340164185, + 0.8836115002632141, + 0.875314474105835, + 0.8870099186897278, + 0.9007439017295837, + 0.8986365795135498, + 0.9120315313339233, + 0.9055870175361633, + 0.905427098274231, + 0.8969175219535828, + 0.9029229283332825, + 0.8710137605667114, + 0.8842681050300598, + 0.8694759011268616, + 0.8523911237716675, + 0.8580618500709534, + 0.8566592931747437, + 0.8570041656494141, + 0.8427806496620178, + 0.8670567274093628, + 0.8731988072395325, + 0.8624342083930969, + 0.8616915345191956, + 0.8594493865966797, + 0.8531469106674194, + 0.8675931692123413, + 0.8995579481124878, + 0.8911657333374023, + 0.8802509307861328, + 0.8716947436332703, + 0.8761996626853943, + 0.8899364471435547, + 0.8748811483383179, + 0.8858538269996643, + 0.8730133771896362, + 0.8757191896438599, + 0.8650999069213867, + 0.8943977952003479, + 0.8909728527069092, + 0.8944116830825806, + 0.8773589134216309, + 0.871494710445404, + 0.8686710596084595, + 0.8733925223350525, + 0.8836475014686584, + 0.8546594381332397, + 0.8477179408073425, + 0.8471572995185852, + 0.8773288130760193, + 0.9134966135025024, + 0.9065796136856079, + 0.8779792189598083, + 0.8901554346084595, + 0.9210091829299927, + 0.891546368598938, + 0.8793125152587891, + 0.8771156072616577, + 0.8944758176803589, + 0.896747887134552, + 0.8918324708938599, + 0.8808018565177917, + 0.8580313920974731, + 0.8756507635116577, + 0.8712900876998901, + 0.8506840467453003 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..a67a1ec85e3e7bd4abfced1bf4637012c10bd275 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 3967.25, + "strength": 2957.534423828125, + "max_strength": 3437.400146484375, + "final_strength": 3211.033203125, + "sample_efficiency": 2.829513050528476e-07, + "training_efficiency": 1.8139935491490178e-05, + "stability": 0.9949826598167419, + "consistency": 0.8515690565109253 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0.log b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..737c82be416a179cd6065ed2e55bd742e37b44b7 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0.log @@ -0,0 +1,5 @@ +2026-01-07 16:24:54 | INFO | PID:1335 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:3967.25 | strength:2958 | max_strength:3437 | final_strength:3211 | sample_efficiency:2.83e-07 | training_efficiency:1.814e-05 | stability:0.995 | consistency:0.8516 +2026-01-07 16:24:54 | INFO | PID:1335 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 16:24:54 | INFO | PID:1335 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_carnival_2026_01_07_144738 +2026-01-07 16:24:54 | INFO | PID:1335 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-07 16:24:54 | INFO | PID:1335 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_carnival_2026_01_07_144738 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_carnival_2026_01_07_144738... diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s0.log b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..e76e8f523cce7687f4b6da8b59c9686eed3a929d --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s0.log @@ -0,0 +1,1098 @@ +2026-01-07 14:47:41 | INFO | PID:1380 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 14:47:45 | INFO | PID:1380 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 14:47:45 | INFO | PID:1380 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-07 14:47:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:957.33 total_reward_ma:957.33 loss:-0.02445 fps:909.1 +frame:1.00e+04 wall_t:11 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.774 +2026-01-07 14:48:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:869.00 total_reward_ma:913.17 loss:-0.02462 fps:1111 +frame:2.00e+04 wall_t:18 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.764 +2026-01-07 14:48:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:858.00 total_reward_ma:894.78 loss:-0.0269 fps:1200 +frame:3.00e+04 wall_t:25 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.743 +2026-01-07 14:48:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:830.24 total_reward_ma:878.64 loss:-0.02468 fps:1212 +frame:4.00e+04 wall_t:33 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.719 +2026-01-07 14:48:22 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:846.80 total_reward_ma:872.27 loss:-0.02463 fps:1250 +frame:5.00e+04 wall_t:40 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.701 +2026-01-07 14:48:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:816.20 total_reward_ma:862.93 loss:-0.02671 fps:1277 +frame:6.00e+04 wall_t:47 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.702 +2026-01-07 14:48:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:864.60 total_reward_ma:863.17 loss:-0.02871 fps:1273 +frame:7.00e+04 wall_t:55 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.66 +2026-01-07 14:48:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:891.00 total_reward_ma:866.65 loss:-0.02699 fps:1290 +frame:8.00e+04 wall_t:62 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.686 +2026-01-07 14:48:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:876.80 total_reward_ma:867.77 loss:-0.02528 fps:1304 +frame:9.00e+04 wall_t:69 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.674 +2026-01-07 14:48:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:868.80 total_reward_ma:867.88 loss:-0.02455 fps:1316 +frame:1.00e+05 wall_t:76 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.665 +2026-01-07 14:49:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:845.20 total_reward_ma:865.82 loss:-0.02625 fps:1325 +frame:1.10e+05 wall_t:83 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.667 +2026-01-07 14:49:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:841.40 total_reward_ma:863.78 loss:-0.02552 fps:1333 +frame:1.20e+05 wall_t:90 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.598 +2026-01-07 14:49:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:863.60 total_reward_ma:863.77 loss:-0.02369 fps:1340 +frame:1.30e+05 wall_t:97 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.605 +2026-01-07 14:49:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:845.20 total_reward_ma:862.44 loss:-0.0192 fps:1333 +frame:1.40e+05 wall_t:105 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.598 +2026-01-07 14:49:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:860.20 total_reward_ma:862.29 loss:-0.0239 fps:1339 +frame:1.50e+05 wall_t:112 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.604 +2026-01-07 14:49:41 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:866.60 total_reward_ma:862.56 loss:-0.02311 fps:1345 +frame:1.60e+05 wall_t:119 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.553 +2026-01-07 14:49:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:876.60 total_reward_ma:863.39 loss:-0.02217 fps:1349 +frame:1.70e+05 wall_t:126 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.589 +2026-01-07 14:49:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:892.00 total_reward_ma:864.98 loss:-0.01939 fps:1353 +frame:1.80e+05 wall_t:133 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.574 +2026-01-07 14:50:03 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:886.00 total_reward_ma:866.08 loss:-0.02192 fps:1357 +frame:1.90e+05 wall_t:140 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.586 +2026-01-07 14:50:10 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.80 total_reward_ma:866.32 loss:-0.02068 fps:1351 +frame:2.00e+05 wall_t:148 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.563 +2026-01-07 14:50:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:845.00 total_reward_ma:865.30 loss:-0.02424 fps:1355 +frame:2.10e+05 wall_t:155 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.571 +2026-01-07 14:50:25 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:837.80 total_reward_ma:864.05 loss:-0.02314 fps:1358 +frame:2.20e+05 wall_t:162 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.564 +2026-01-07 14:50:32 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:832.00 total_reward_ma:862.66 loss:-0.02228 fps:1353 +frame:2.30e+05 wall_t:170 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.573 +2026-01-07 14:50:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:834.20 total_reward_ma:861.47 loss:-0.0159 fps:1356 +frame:2.40e+05 wall_t:177 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.561 +2026-01-07 14:50:47 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:861.40 total_reward_ma:861.47 loss:-0.0226 fps:1359 +frame:2.50e+05 wall_t:184 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.549 +2026-01-07 14:50:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.60 total_reward_ma:861.82 loss:-0.02528 fps:1368 +frame:2.60e+05 wall_t:190 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.567 +2026-01-07 14:51:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:850.40 total_reward_ma:861.40 loss:-0.02082 fps:1364 +frame:2.70e+05 wall_t:198 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.522 +2026-01-07 14:51:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.80 total_reward_ma:861.73 loss:-0.02513 fps:1366 +frame:2.80e+05 wall_t:205 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.529 +2026-01-07 14:51:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:866.60 total_reward_ma:861.90 loss:-0.01889 fps:1368 +frame:2.90e+05 wall_t:212 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.511 +2026-01-07 14:51:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:867.40 total_reward_ma:862.09 loss:-0.01792 fps:1357 +frame:3.00e+05 wall_t:221 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.495 +2026-01-07 14:51:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:882.00 total_reward_ma:862.73 loss:-0.02571 fps:1354 +frame:3.10e+05 wall_t:229 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.597 +2026-01-07 14:51:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:869.60 total_reward_ma:862.94 loss:-0.01567 fps:1345 +frame:3.20e+05 wall_t:238 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.491 +2026-01-07 14:51:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:911.00 total_reward_ma:864.40 loss:-0.02741 fps:1347 +frame:3.30e+05 wall_t:245 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.533 +2026-01-07 14:51:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:925.60 total_reward_ma:866.20 loss:-0.01743 fps:1344 +frame:3.40e+05 wall_t:253 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.473 +2026-01-07 14:52:03 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:945.60 total_reward_ma:868.47 loss:-0.02566 fps:1346 +frame:3.50e+05 wall_t:260 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.503 +2026-01-07 14:52:10 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:945.40 total_reward_ma:870.60 loss:-0.02314 fps:1343 +frame:3.60e+05 wall_t:268 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.535 +2026-01-07 14:52:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:931.00 total_reward_ma:872.24 loss:-0.02063 fps:1345 +frame:3.70e+05 wall_t:275 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.521 +2026-01-07 14:52:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:945.40 total_reward_ma:874.16 loss:-0.02324 fps:1348 +frame:3.80e+05 wall_t:282 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.529 +2026-01-07 14:52:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:937.00 total_reward_ma:875.77 loss:-0.02268 fps:1349 +frame:3.90e+05 wall_t:289 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.529 +2026-01-07 14:52:38 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:936.60 total_reward_ma:877.29 loss:-0.0242 fps:1351 +frame:4.00e+05 wall_t:296 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.491 +2026-01-07 14:52:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:924.20 total_reward_ma:878.44 loss:-0.01308 fps:1353 +frame:4.10e+05 wall_t:303 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.464 +2026-01-07 14:52:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:888.00 total_reward_ma:878.67 loss:-0.02179 fps:1355 +frame:4.20e+05 wall_t:310 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.499 +2026-01-07 14:52:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:883.80 total_reward_ma:878.79 loss:-0.01788 fps:1356 +frame:4.30e+05 wall_t:317 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.5 +2026-01-07 14:53:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:856.40 total_reward_ma:878.28 loss:-0.02312 fps:1358 +frame:4.40e+05 wall_t:324 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.45 +2026-01-07 14:53:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:882.60 total_reward_ma:878.37 loss:-0.023 fps:1360 +frame:4.50e+05 wall_t:331 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.529 +2026-01-07 14:53:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:894.20 total_reward_ma:878.72 loss:-0.02504 fps:1357 +frame:4.60e+05 wall_t:339 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.482 +2026-01-07 14:53:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:902.80 total_reward_ma:879.23 loss:-0.02653 fps:1358 +frame:4.70e+05 wall_t:346 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.515 +2026-01-07 14:53:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:922.80 total_reward_ma:880.14 loss:-0.01953 fps:1360 +frame:4.80e+05 wall_t:353 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.432 +2026-01-07 14:53:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:965.00 total_reward_ma:881.87 loss:-0.01704 fps:1354 +frame:4.90e+05 wall_t:362 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.456 +2026-01-07 14:53:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:932.40 total_reward_ma:882.88 loss:-0.02412 fps:1351 +frame:5.00e+05 wall_t:370 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.446 +2026-01-07 14:54:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:945.00 total_reward_ma:884.10 loss:-0.0204 fps:1349 +frame:5.10e+05 wall_t:378 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.426 +2026-01-07 14:54:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:938.40 total_reward_ma:885.14 loss:-0.02021 fps:1354 +frame:5.20e+05 wall_t:384 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.404 +2026-01-07 14:54:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:935.80 total_reward_ma:886.10 loss:-0.02887 fps:1355 +frame:5.30e+05 wall_t:391 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.425 +2026-01-07 14:54:22 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:924.00 total_reward_ma:886.80 loss:-0.02662 fps:1353 +frame:5.40e+05 wall_t:399 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.409 +2026-01-07 14:54:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:931.00 total_reward_ma:887.60 loss:-0.02089 fps:1355 +frame:5.50e+05 wall_t:406 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.439 +2026-01-07 14:54:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:920.20 total_reward_ma:888.19 loss:-0.01247 fps:1353 +frame:5.60e+05 wall_t:414 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.376 +2026-01-07 14:54:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:921.80 total_reward_ma:888.77 loss:-0.02062 fps:1348 +frame:5.70e+05 wall_t:423 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.443 +2026-01-07 14:54:54 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:898.40 total_reward_ma:888.94 loss:-0.01733 fps:1343 +frame:5.80e+05 wall_t:432 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.425 +2026-01-07 14:55:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:903.20 total_reward_ma:889.18 loss:-0.02086 fps:1347 +frame:5.90e+05 wall_t:438 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.392 +2026-01-07 14:55:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:877.00 total_reward_ma:888.98 loss:-0.01756 fps:1348 +frame:6.00e+05 wall_t:445 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.402 +2026-01-07 14:55:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.00 total_reward_ma:888.67 loss:-0.0205 fps:1350 +frame:6.10e+05 wall_t:452 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.362 +2026-01-07 14:55:22 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:834.60 total_reward_ma:887.80 loss:-0.01918 fps:1351 +frame:6.20e+05 wall_t:459 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.395 +2026-01-07 14:55:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:843.20 total_reward_ma:887.09 loss:-0.02088 fps:1349 +frame:6.30e+05 wall_t:467 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.393 +2026-01-07 14:55:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:849.00 total_reward_ma:886.49 loss:-0.01755 fps:1350 +frame:6.40e+05 wall_t:474 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.356 +2026-01-07 14:55:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.60 total_reward_ma:886.25 loss:-0.02097 fps:1351 +frame:6.50e+05 wall_t:481 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.344 +2026-01-07 14:55:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:872.80 total_reward_ma:886.05 loss:-0.02121 fps:1350 +frame:6.60e+05 wall_t:489 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.33 +2026-01-07 14:55:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:877.20 total_reward_ma:885.91 loss:-0.01471 fps:1351 +frame:6.70e+05 wall_t:496 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.365 +2026-01-07 14:56:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:870.20 total_reward_ma:885.68 loss:-0.02234 fps:1352 +frame:6.80e+05 wall_t:503 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.332 +2026-01-07 14:56:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:851.80 total_reward_ma:885.19 loss:-0.02389 fps:1353 +frame:6.90e+05 wall_t:510 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.334 +2026-01-07 14:56:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:848.80 total_reward_ma:884.67 loss:-0.01971 fps:1354 +frame:7.00e+05 wall_t:517 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.357 +2026-01-07 14:56:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:849.60 total_reward_ma:884.18 loss:-0.02375 fps:1352 +frame:7.10e+05 wall_t:525 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.371 +2026-01-07 14:56:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:871.00 total_reward_ma:883.99 loss:-0.01981 fps:1353 +frame:7.20e+05 wall_t:532 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.366 +2026-01-07 14:56:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:865.40 total_reward_ma:883.74 loss:-0.01946 fps:1352 +frame:7.30e+05 wall_t:540 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.322 +2026-01-07 14:56:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:858.00 total_reward_ma:883.39 loss:-0.01804 fps:1353 +frame:7.40e+05 wall_t:547 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.35 +2026-01-07 14:56:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:873.40 total_reward_ma:883.26 loss:-0.01748 fps:1354 +frame:7.50e+05 wall_t:554 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.345 +2026-01-07 14:57:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:880.80 total_reward_ma:883.23 loss:-0.02536 fps:1352 +frame:7.60e+05 wall_t:562 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.391 +2026-01-07 14:57:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:858.60 total_reward_ma:882.91 loss:-0.01859 fps:1353 +frame:7.70e+05 wall_t:569 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.289 +2026-01-07 14:57:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:868.40 total_reward_ma:882.72 loss:-0.01987 fps:1349 +frame:7.80e+05 wall_t:578 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.292 +2026-01-07 14:57:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:879.00 total_reward_ma:882.67 loss:-0.01853 fps:1348 +frame:7.90e+05 wall_t:586 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.3 +2026-01-07 14:57:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:884.40 total_reward_ma:882.69 loss:-0.01438 fps:1347 +frame:8.00e+05 wall_t:594 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.299 +2026-01-07 14:57:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:878.00 total_reward_ma:882.64 loss:-0.02347 fps:1346 +frame:8.10e+05 wall_t:602 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.293 +2026-01-07 14:57:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:903.40 total_reward_ma:882.89 loss:-0.0194 fps:1344 +frame:8.20e+05 wall_t:610 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.315 +2026-01-07 14:58:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:915.60 total_reward_ma:883.28 loss:-0.01443 fps:1341 +frame:8.30e+05 wall_t:619 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.294 +2026-01-07 14:58:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:947.00 total_reward_ma:884.04 loss:-0.01158 fps:1340 +frame:8.40e+05 wall_t:627 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.225 +2026-01-07 14:58:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:962.60 total_reward_ma:884.97 loss:-0.02429 fps:1339 +frame:8.50e+05 wall_t:635 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.313 +2026-01-07 14:58:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:973.20 total_reward_ma:885.99 loss:-0.01811 fps:1340 +frame:8.60e+05 wall_t:642 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.278 +2026-01-07 14:58:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:972.60 total_reward_ma:886.99 loss:-0.02151 fps:1343 +frame:8.70e+05 wall_t:648 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.251 +2026-01-07 14:58:38 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:989.20 total_reward_ma:888.15 loss:-0.01904 fps:1341 +frame:8.80e+05 wall_t:656 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.312 +2026-01-07 14:58:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:979.20 total_reward_ma:889.17 loss:-0.02382 fps:1342 +frame:8.90e+05 wall_t:663 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.265 +2026-01-07 14:58:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:961.60 total_reward_ma:889.98 loss:-0.01877 fps:1341 +frame:9.00e+05 wall_t:671 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.293 +2026-01-07 14:59:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:987.00 total_reward_ma:891.04 loss:-0.01777 fps:1342 +frame:9.10e+05 wall_t:678 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.249 +2026-01-07 14:59:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:999.80 total_reward_ma:892.23 loss:-0.01082 fps:1343 +frame:9.20e+05 wall_t:685 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.306 +2026-01-07 14:59:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:988.00 total_reward_ma:893.26 loss:-0.01564 fps:1342 +frame:9.30e+05 wall_t:693 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.237 +2026-01-07 14:59:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1010.60 total_reward_ma:894.50 loss:-0.02503 fps:1343 +frame:9.40e+05 wall_t:700 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.275 +2026-01-07 14:59:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1047.80 total_reward_ma:896.12 loss:-0.01096 fps:1340 +frame:9.50e+05 wall_t:709 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.197 +2026-01-07 14:59:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1044.60 total_reward_ma:897.66 loss:-0.01582 fps:1341 +frame:9.60e+05 wall_t:716 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.223 +2026-01-07 14:59:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1023.80 total_reward_ma:898.96 loss:-0.01445 fps:1342 +frame:9.70e+05 wall_t:723 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.228 +2026-01-07 14:59:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1040.80 total_reward_ma:900.41 loss:-0.01868 fps:1342 +frame:9.80e+05 wall_t:730 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.27 +2026-01-07 15:00:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1036.00 total_reward_ma:901.78 loss:-0.01471 fps:1341 +frame:9.90e+05 wall_t:738 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.271 +2026-01-07 15:00:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1024.40 total_reward_ma:903.01 loss:-0.0141 fps:1340 +frame:1.00e+06 wall_t:746 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.293 +2026-01-07 15:00:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1038.20 total_reward_ma:903.82 loss:-0.0132 fps:1341 +frame:1.01e+06 wall_t:753 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.235 +2026-01-07 15:00:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1041.80 total_reward_ma:905.54 loss:-0.01051 fps:1342 +frame:1.02e+06 wall_t:760 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.19 +2026-01-07 15:00:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1085.60 total_reward_ma:907.82 loss:-0.02288 fps:1343 +frame:1.03e+06 wall_t:767 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.308 +2026-01-07 15:00:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1072.60 total_reward_ma:910.24 loss:-0.01846 fps:1344 +frame:1.04e+06 wall_t:774 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.278 +2026-01-07 15:00:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1059.60 total_reward_ma:912.37 loss:-0.01253 fps:1343 +frame:1.05e+06 wall_t:782 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.268 +2026-01-07 15:00:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1037.40 total_reward_ma:914.58 loss:-0.02227 fps:1342 +frame:1.06e+06 wall_t:790 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.238 +2026-01-07 15:01:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1049.40 total_reward_ma:916.43 loss:-0.006449 fps:1343 +frame:1.07e+06 wall_t:797 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.202 +2026-01-07 15:01:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1034.80 total_reward_ma:917.87 loss:-0.01855 fps:1342 +frame:1.08e+06 wall_t:805 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.306 +2026-01-07 15:01:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1029.00 total_reward_ma:919.39 loss:-0.01381 fps:1342 +frame:1.09e+06 wall_t:812 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.347 +2026-01-07 15:01:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1020.60 total_reward_ma:920.91 loss:-0.02357 fps:1343 +frame:1.10e+06 wall_t:819 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.338 +2026-01-07 15:01:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1008.00 total_reward_ma:922.54 loss:-0.004346 fps:1345 +frame:1.11e+06 wall_t:825 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.264 +2026-01-07 15:01:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1020.80 total_reward_ma:924.33 loss:-0.0007718 fps:1346 +frame:1.12e+06 wall_t:832 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.299 +2026-01-07 15:01:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1029.00 total_reward_ma:925.99 loss:-0.01218 fps:1345 +frame:1.13e+06 wall_t:840 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.323 +2026-01-07 15:01:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1044.00 total_reward_ma:927.97 loss:-0.004766 fps:1346 +frame:1.14e+06 wall_t:847 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.274 +2026-01-07 15:01:58 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1023.80 total_reward_ma:929.61 loss:-0.01742 fps:1345 +frame:1.15e+06 wall_t:855 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.272 +2026-01-07 15:02:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1034.00 total_reward_ma:931.28 loss:-0.0156 fps:1346 +frame:1.16e+06 wall_t:862 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.303 +2026-01-07 15:02:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1062.80 total_reward_ma:933.15 loss:-0.01526 fps:1346 +frame:1.17e+06 wall_t:869 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.299 +2026-01-07 15:02:19 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1080.20 total_reward_ma:935.03 loss:-0.01146 fps:1345 +frame:1.18e+06 wall_t:877 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.359 +2026-01-07 15:02:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1089.60 total_reward_ma:937.06 loss:-0.02155 fps:1346 +frame:1.19e+06 wall_t:884 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.353 +2026-01-07 15:02:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1098.60 total_reward_ma:939.34 loss:-0.01445 fps:1347 +frame:1.20e+06 wall_t:891 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.252 +2026-01-07 15:02:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1110.00 total_reward_ma:941.99 loss:-0.01975 fps:1347 +frame:1.21e+06 wall_t:898 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.271 +2026-01-07 15:02:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1137.80 total_reward_ma:944.99 loss:-0.0126 fps:1347 +frame:1.22e+06 wall_t:906 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.276 +2026-01-07 15:02:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1116.80 total_reward_ma:947.84 loss:-0.02051 fps:1347 +frame:1.23e+06 wall_t:913 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.249 +2026-01-07 15:03:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1158.60 total_reward_ma:951.08 loss:-0.01912 fps:1348 +frame:1.24e+06 wall_t:920 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.242 +2026-01-07 15:03:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1163.40 total_reward_ma:954.10 loss:-0.008408 fps:1348 +frame:1.25e+06 wall_t:927 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.182 +2026-01-07 15:03:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1204.40 total_reward_ma:957.44 loss:-0.01167 fps:1349 +frame:1.26e+06 wall_t:934 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.203 +2026-01-07 15:03:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1243.00 total_reward_ma:961.37 loss:-0.0121 fps:1350 +frame:1.27e+06 wall_t:941 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.228 +2026-01-07 15:03:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1261.40 total_reward_ma:965.27 loss:-0.01295 fps:1350 +frame:1.28e+06 wall_t:948 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.228 +2026-01-07 15:03:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1255.60 total_reward_ma:969.16 loss:-0.008809 fps:1351 +frame:1.29e+06 wall_t:955 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.183 +2026-01-07 15:03:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1262.80 total_reward_ma:973.12 loss:-0.006151 fps:1351 +frame:1.30e+06 wall_t:962 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.202 +2026-01-07 15:03:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1264.00 total_reward_ma:976.94 loss:-0.01729 fps:1352 +frame:1.31e+06 wall_t:969 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.196 +2026-01-07 15:03:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1286.20 total_reward_ma:981.10 loss:-0.0171 fps:1352 +frame:1.32e+06 wall_t:976 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.222 +2026-01-07 15:04:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1301.40 total_reward_ma:985.01 loss:-0.01441 fps:1352 +frame:1.33e+06 wall_t:984 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.175 +2026-01-07 15:04:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1332.80 total_reward_ma:989.08 loss:-0.001933 fps:1351 +frame:1.34e+06 wall_t:992 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.161 +2026-01-07 15:04:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1340.80 total_reward_ma:993.03 loss:-0.0131 fps:1351 +frame:1.35e+06 wall_t:999 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.18 +2026-01-07 15:04:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1377.00 total_reward_ma:997.35 loss:-0.0209 fps:1352 +frame:1.36e+06 wall_t:1006 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.163 +2026-01-07 15:04:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1382.20 total_reward_ma:1001.86 loss:-0.02472 fps:1354 +frame:1.37e+06 wall_t:1012 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.139 +2026-01-07 15:04:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1361.80 total_reward_ma:1006.02 loss:-0.004936 fps:1353 +frame:1.38e+06 wall_t:1020 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.145 +2026-01-07 15:04:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1383.00 total_reward_ma:1010.48 loss:-0.005925 fps:1353 +frame:1.39e+06 wall_t:1027 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.183 +2026-01-07 15:04:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1344.40 total_reward_ma:1014.56 loss:-0.0215 fps:1353 +frame:1.40e+06 wall_t:1035 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.165 +2026-01-07 15:05:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1317.80 total_reward_ma:1018.50 loss:-0.01173 fps:1353 +frame:1.41e+06 wall_t:1042 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.149 +2026-01-07 15:05:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1293.20 total_reward_ma:1022.55 loss:0.001968 fps:1354 +frame:1.42e+06 wall_t:1049 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.133 +2026-01-07 15:05:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1307.60 total_reward_ma:1026.79 loss:-0.01658 fps:1354 +frame:1.43e+06 wall_t:1056 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.202 +2026-01-07 15:05:26 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1347.80 total_reward_ma:1031.70 loss:-0.02605 fps:1355 +frame:1.44e+06 wall_t:1063 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.176 +2026-01-07 15:05:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1396.40 total_reward_ma:1036.84 loss:0.0002586 fps:1354 +frame:1.45e+06 wall_t:1071 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.175 +2026-01-07 15:05:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1400.20 total_reward_ma:1041.90 loss:-0.01498 fps:1356 +frame:1.46e+06 wall_t:1077 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.167 +2026-01-07 15:05:47 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1411.60 total_reward_ma:1046.99 loss:-0.004142 fps:1356 +frame:1.47e+06 wall_t:1084 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.16 +2026-01-07 15:05:54 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1407.40 total_reward_ma:1051.83 loss:-0.007402 fps:1355 +frame:1.48e+06 wall_t:1092 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.172 +2026-01-07 15:06:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1409.40 total_reward_ma:1056.28 loss:-0.01612 fps:1356 +frame:1.49e+06 wall_t:1099 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.173 +2026-01-07 15:06:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1430.00 total_reward_ma:1061.25 loss:-0.01363 fps:1356 +frame:1.50e+06 wall_t:1106 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.188 +2026-01-07 15:06:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1402.40 total_reward_ma:1065.83 loss:-0.006943 fps:1357 +frame:1.51e+06 wall_t:1113 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.17 +2026-01-07 15:06:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1366.20 total_reward_ma:1070.11 loss:-0.01524 fps:1357 +frame:1.52e+06 wall_t:1120 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.111 +2026-01-07 15:06:30 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1384.20 total_reward_ma:1074.59 loss:-0.0169 fps:1358 +frame:1.53e+06 wall_t:1127 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.11 +2026-01-07 15:06:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1340.40 total_reward_ma:1078.75 loss:-0.01109 fps:1357 +frame:1.54e+06 wall_t:1135 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.166 +2026-01-07 15:06:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1334.60 total_reward_ma:1082.79 loss:-0.01585 fps:1356 +frame:1.55e+06 wall_t:1143 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.181 +2026-01-07 15:06:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1335.20 total_reward_ma:1086.94 loss:-0.01635 fps:1355 +frame:1.56e+06 wall_t:1151 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.119 +2026-01-07 15:07:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1334.40 total_reward_ma:1091.07 loss:-0.002623 fps:1355 +frame:1.57e+06 wall_t:1159 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.098 +2026-01-07 15:07:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1342.00 total_reward_ma:1095.50 loss:-0.02134 fps:1355 +frame:1.58e+06 wall_t:1166 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.17 +2026-01-07 15:07:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1350.60 total_reward_ma:1099.98 loss:-0.004584 fps:1355 +frame:1.59e+06 wall_t:1173 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.116 +2026-01-07 15:07:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1354.80 total_reward_ma:1104.75 loss:-0.01272 fps:1355 +frame:1.60e+06 wall_t:1181 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.136 +2026-01-07 15:07:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1343.20 total_reward_ma:1109.49 loss:-0.002458 fps:1355 +frame:1.61e+06 wall_t:1188 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.025 +2026-01-07 15:07:38 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1373.20 total_reward_ma:1114.87 loss:0.01415 fps:1356 +frame:1.62e+06 wall_t:1195 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.011 +2026-01-07 15:07:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1344.20 total_reward_ma:1119.88 loss:-0.01493 fps:1356 +frame:1.63e+06 wall_t:1202 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.129 +2026-01-07 15:07:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1387.80 total_reward_ma:1125.27 loss:-0.01182 fps:1356 +frame:1.64e+06 wall_t:1209 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.083 +2026-01-07 15:07:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1392.80 total_reward_ma:1130.49 loss:-0.01965 fps:1357 +frame:1.65e+06 wall_t:1216 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.113 +2026-01-07 15:08:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1391.40 total_reward_ma:1135.68 loss:-0.01387 fps:1357 +frame:1.66e+06 wall_t:1223 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.064 +2026-01-07 15:08:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1377.60 total_reward_ma:1140.68 loss:0.007389 fps:1358 +frame:1.67e+06 wall_t:1230 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.07 +2026-01-07 15:08:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1380.40 total_reward_ma:1145.78 loss:-0.00261 fps:1358 +frame:1.68e+06 wall_t:1237 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.022 +2026-01-07 15:08:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1420.20 total_reward_ma:1151.47 loss:0.0003957 fps:1359 +frame:1.69e+06 wall_t:1244 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.078 +2026-01-07 15:08:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1445.40 total_reward_ma:1157.43 loss:-0.008757 fps:1359 +frame:1.70e+06 wall_t:1251 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.048 +2026-01-07 15:08:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1459.40 total_reward_ma:1163.53 loss:0.01174 fps:1359 +frame:1.71e+06 wall_t:1258 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.017 +2026-01-07 15:08:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1399.80 total_reward_ma:1168.82 loss:-0.01489 fps:1360 +frame:1.72e+06 wall_t:1265 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.078 +2026-01-07 15:08:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1422.80 total_reward_ma:1174.39 loss:-0.01064 fps:1360 +frame:1.73e+06 wall_t:1272 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.028 +2026-01-07 15:09:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1420.80 total_reward_ma:1180.02 loss:-0.009956 fps:1359 +frame:1.74e+06 wall_t:1280 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.018 +2026-01-07 15:09:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1453.20 total_reward_ma:1185.82 loss:-0.003636 fps:1360 +frame:1.75e+06 wall_t:1287 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.9948 +2026-01-07 15:09:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1452.40 total_reward_ma:1191.54 loss:-0.01648 fps:1360 +frame:1.76e+06 wall_t:1294 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.032 +2026-01-07 15:09:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1475.60 total_reward_ma:1197.71 loss:-0.01534 fps:1360 +frame:1.77e+06 wall_t:1301 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.093 +2026-01-07 15:09:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1469.80 total_reward_ma:1203.72 loss:-0.01448 fps:1361 +frame:1.78e+06 wall_t:1308 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.043 +2026-01-07 15:09:38 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1464.20 total_reward_ma:1209.57 loss:-0.01512 fps:1360 +frame:1.79e+06 wall_t:1316 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.114 +2026-01-07 15:09:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1479.20 total_reward_ma:1215.52 loss:-0.001581 fps:1362 +frame:1.80e+06 wall_t:1322 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.036 +2026-01-07 15:09:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1475.60 total_reward_ma:1221.50 loss:-0.01799 fps:1362 +frame:1.81e+06 wall_t:1329 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.092 +2026-01-07 15:09:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1501.40 total_reward_ma:1227.48 loss:-0.006714 fps:1362 +frame:1.82e+06 wall_t:1336 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.06 +2026-01-07 15:10:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1483.40 total_reward_ma:1233.15 loss:-0.005924 fps:1363 +frame:1.83e+06 wall_t:1343 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.062 +2026-01-07 15:10:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1508.80 total_reward_ma:1238.77 loss:-0.02042 fps:1362 +frame:1.84e+06 wall_t:1351 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.092 +2026-01-07 15:10:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1468.40 total_reward_ma:1243.83 loss:0.0009958 fps:1362 +frame:1.85e+06 wall_t:1358 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.127 +2026-01-07 15:10:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1454.00 total_reward_ma:1248.64 loss:-0.008708 fps:1363 +frame:1.86e+06 wall_t:1365 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.13 +2026-01-07 15:10:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1473.80 total_reward_ma:1253.65 loss:-0.007447 fps:1363 +frame:1.87e+06 wall_t:1372 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.128 +2026-01-07 15:10:41 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1525.40 total_reward_ma:1259.01 loss:-0.003397 fps:1363 +frame:1.88e+06 wall_t:1379 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.132 +2026-01-07 15:10:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1508.20 total_reward_ma:1264.30 loss:-0.007093 fps:1363 +frame:1.89e+06 wall_t:1387 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.19 +2026-01-07 15:10:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1492.20 total_reward_ma:1269.61 loss:-0.01551 fps:1363 +frame:1.90e+06 wall_t:1394 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.14 +2026-01-07 15:11:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1502.60 total_reward_ma:1274.76 loss:-0.007628 fps:1362 +frame:1.91e+06 wall_t:1402 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.185 +2026-01-07 15:11:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1484.40 total_reward_ma:1279.61 loss:-0.01458 fps:1363 +frame:1.92e+06 wall_t:1409 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.132 +2026-01-07 15:11:19 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1496.80 total_reward_ma:1284.70 loss:-0.01662 fps:1363 +frame:1.93e+06 wall_t:1416 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.155 +2026-01-07 15:11:26 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1528.80 total_reward_ma:1289.88 loss:-0.01182 fps:1363 +frame:1.94e+06 wall_t:1423 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.069 +2026-01-07 15:11:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1547.60 total_reward_ma:1294.88 loss:-0.005086 fps:1364 +frame:1.95e+06 wall_t:1430 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.118 +2026-01-07 15:11:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1511.60 total_reward_ma:1299.55 loss:-0.02013 fps:1364 +frame:1.96e+06 wall_t:1437 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.171 +2026-01-07 15:11:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1535.40 total_reward_ma:1304.66 loss:-0.002862 fps:1364 +frame:1.97e+06 wall_t:1444 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.095 +2026-01-07 15:11:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1566.20 total_reward_ma:1309.92 loss:0.003125 fps:1365 +frame:1.98e+06 wall_t:1451 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.094 +2026-01-07 15:12:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1555.40 total_reward_ma:1315.11 loss:-0.02054 fps:1365 +frame:1.99e+06 wall_t:1458 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.161 +2026-01-07 15:12:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1550.20 total_reward_ma:1320.37 loss:-0.01465 fps:1365 +frame:2.00e+06 wall_t:1465 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.135 +2026-01-07 15:12:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1535.20 total_reward_ma:1325.34 loss:-0.01271 fps:1365 +frame:2.01e+06 wall_t:1472 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.115 +2026-01-07 15:12:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1532.80 total_reward_ma:1330.25 loss:-0.009663 fps:1366 +frame:2.02e+06 wall_t:1479 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.086 +2026-01-07 15:12:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1543.80 total_reward_ma:1334.83 loss:-0.008685 fps:1367 +frame:2.03e+06 wall_t:1485 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.039 +2026-01-07 15:12:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1543.60 total_reward_ma:1339.54 loss:-0.002738 fps:1366 +frame:2.04e+06 wall_t:1493 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.1 +2026-01-07 15:12:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1499.80 total_reward_ma:1343.94 loss:-0.01052 fps:1367 +frame:2.05e+06 wall_t:1500 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.138 +2026-01-07 15:12:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1472.40 total_reward_ma:1348.29 loss:-0.005847 fps:1366 +frame:2.06e+06 wall_t:1508 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.151 +2026-01-07 15:12:58 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1467.40 total_reward_ma:1352.47 loss:-0.01948 fps:1365 +frame:2.07e+06 wall_t:1516 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.086 +2026-01-07 15:13:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1490.00 total_reward_ma:1357.03 loss:-0.01361 fps:1366 +frame:2.08e+06 wall_t:1523 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.11 +2026-01-07 15:13:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1486.40 total_reward_ma:1361.60 loss:-0.02928 fps:1366 +frame:2.09e+06 wall_t:1530 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.138 +2026-01-07 15:13:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1470.40 total_reward_ma:1366.10 loss:0.005218 fps:1365 +frame:2.10e+06 wall_t:1538 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.119 +2026-01-07 15:13:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1431.60 total_reward_ma:1370.33 loss:-0.02985 fps:1365 +frame:2.11e+06 wall_t:1546 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.154 +2026-01-07 15:13:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1417.60 total_reward_ma:1374.30 loss:-0.01831 fps:1364 +frame:2.12e+06 wall_t:1554 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.22 +2026-01-07 15:13:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1464.60 total_reward_ma:1378.66 loss:-0.01618 fps:1365 +frame:2.13e+06 wall_t:1561 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.181 +2026-01-07 15:13:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1481.20 total_reward_ma:1383.03 loss:-0.02124 fps:1366 +frame:2.14e+06 wall_t:1567 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.175 +2026-01-07 15:13:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1468.80 total_reward_ma:1387.48 loss:-0.02189 fps:1366 +frame:2.15e+06 wall_t:1574 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.131 +2026-01-07 15:14:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1514.60 total_reward_ma:1392.29 loss:-0.001187 fps:1365 +frame:2.16e+06 wall_t:1582 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.123 +2026-01-07 15:14:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1534.60 total_reward_ma:1397.00 loss:-0.006205 fps:1366 +frame:2.17e+06 wall_t:1589 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.031 +2026-01-07 15:14:19 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1525.20 total_reward_ma:1401.45 loss:-0.01285 fps:1365 +frame:2.18e+06 wall_t:1597 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.088 +2026-01-07 15:14:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1555.20 total_reward_ma:1406.11 loss:-0.01098 fps:1365 +frame:2.19e+06 wall_t:1604 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.167 +2026-01-07 15:14:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1549.60 total_reward_ma:1410.62 loss:-0.02932 fps:1366 +frame:2.20e+06 wall_t:1611 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.146 +2026-01-07 15:14:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1570.60 total_reward_ma:1415.23 loss:-0.01944 fps:1365 +frame:2.21e+06 wall_t:1619 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.062 +2026-01-07 15:14:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1571.60 total_reward_ma:1419.56 loss:-0.01374 fps:1365 +frame:2.22e+06 wall_t:1626 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.061 +2026-01-07 15:14:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1614.40 total_reward_ma:1424.54 loss:-0.0242 fps:1365 +frame:2.23e+06 wall_t:1634 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.117 +2026-01-07 15:15:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1588.40 total_reward_ma:1428.84 loss:0.007092 fps:1363 +frame:2.24e+06 wall_t:1643 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.073 +2026-01-07 15:15:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1550.80 total_reward_ma:1432.71 loss:-0.01617 fps:1363 +frame:2.25e+06 wall_t:1651 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.049 +2026-01-07 15:15:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1436.73 loss:-0.005211 fps:1363 +frame:2.26e+06 wall_t:1658 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.022 +2026-01-07 15:15:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1605.20 total_reward_ma:1440.35 loss:7.396e-05 fps:1363 +frame:2.27e+06 wall_t:1665 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.036 +2026-01-07 15:15:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1633.00 total_reward_ma:1444.07 loss:-0.009906 fps:1363 +frame:2.28e+06 wall_t:1673 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.054 +2026-01-07 15:15:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1659.40 total_reward_ma:1448.10 loss:-0.02084 fps:1363 +frame:2.29e+06 wall_t:1680 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.978 +2026-01-07 15:15:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1451.92 loss:-0.01191 fps:1363 +frame:2.30e+06 wall_t:1687 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.049 +2026-01-07 15:15:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1639.60 total_reward_ma:1455.67 loss:-0.01481 fps:1364 +frame:2.31e+06 wall_t:1694 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.097 +2026-01-07 15:16:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1621.80 total_reward_ma:1459.03 loss:-0.008969 fps:1364 +frame:2.32e+06 wall_t:1701 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.148 +2026-01-07 15:16:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1622.40 total_reward_ma:1462.24 loss:-0.01465 fps:1363 +frame:2.33e+06 wall_t:1709 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.112 +2026-01-07 15:16:19 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1603.60 total_reward_ma:1464.95 loss:-0.01397 fps:1364 +frame:2.34e+06 wall_t:1716 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.052 +2026-01-07 15:16:26 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1574.40 total_reward_ma:1467.28 loss:-0.006901 fps:1363 +frame:2.35e+06 wall_t:1724 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.147 +2026-01-07 15:16:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1563.00 total_reward_ma:1469.14 loss:-0.007711 fps:1363 +frame:2.36e+06 wall_t:1731 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.159 +2026-01-07 15:16:41 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1536.20 total_reward_ma:1470.68 loss:-0.005551 fps:1364 +frame:2.37e+06 wall_t:1738 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.131 +2026-01-07 15:16:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1505.60 total_reward_ma:1472.12 loss:-0.01288 fps:1363 +frame:2.38e+06 wall_t:1746 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.121 +2026-01-07 15:16:54 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1501.40 total_reward_ma:1473.30 loss:-0.01634 fps:1364 +frame:2.39e+06 wall_t:1752 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.065 +2026-01-07 15:17:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1532.00 total_reward_ma:1475.18 loss:-0.02232 fps:1364 +frame:2.40e+06 wall_t:1759 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.135 +2026-01-07 15:17:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1542.00 total_reward_ma:1477.42 loss:-0.01725 fps:1364 +frame:2.41e+06 wall_t:1767 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.167 +2026-01-07 15:17:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1584.00 total_reward_ma:1480.33 loss:-0.02194 fps:1364 +frame:2.42e+06 wall_t:1774 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.171 +2026-01-07 15:17:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1611.80 total_reward_ma:1483.37 loss:-0.02045 fps:1364 +frame:2.43e+06 wall_t:1781 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.17 +2026-01-07 15:17:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_carnival_t0_s0 [train] +total_reward:1601.60 total_reward_ma:1485.91 loss:-0.01605 fps:1365 +frame:2.44e+06 wall_t:1788 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.098 diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s1.log b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..da37adc88c95068d84a6f49a284f4fdaa2605eab --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 14:47:41 | INFO | PID:1381 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 14:47:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:756.25 total_reward_ma:756.25 loss:-0.01975 fps:909.1 +frame:1.00e+04 wall_t:11 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.75 +2026-01-07 14:48:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:614.04 total_reward_ma:685.15 loss:-0.02261 fps:1111 +frame:2.00e+04 wall_t:18 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.739 +2026-01-07 14:48:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:585.45 total_reward_ma:651.92 loss:-0.02349 fps:1200 +frame:3.00e+04 wall_t:25 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.696 +2026-01-07 14:48:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:566.95 total_reward_ma:630.67 loss:-0.02352 fps:1250 +frame:4.00e+04 wall_t:32 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.647 +2026-01-07 14:48:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:533.00 total_reward_ma:611.14 loss:-0.02733 fps:1282 +frame:5.00e+04 wall_t:39 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.651 +2026-01-07 14:48:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:528.20 total_reward_ma:597.32 loss:-0.02387 fps:1304 +frame:6.00e+04 wall_t:46 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.626 +2026-01-07 14:48:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:528.20 total_reward_ma:587.44 loss:-0.02612 fps:1321 +frame:7.00e+04 wall_t:53 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.648 +2026-01-07 14:48:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:533.00 total_reward_ma:580.64 loss:-0.02449 fps:1311 +frame:8.00e+04 wall_t:61 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.662 +2026-01-07 14:48:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:528.00 total_reward_ma:574.79 loss:-0.02496 fps:1343 +frame:9.00e+04 wall_t:67 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.637 +2026-01-07 14:48:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:534.00 total_reward_ma:570.71 loss:-0.02266 fps:1351 +frame:1.00e+05 wall_t:74 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.586 +2026-01-07 14:49:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:549.40 total_reward_ma:568.77 loss:-0.02125 fps:1358 +frame:1.10e+05 wall_t:81 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.615 +2026-01-07 14:49:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:550.40 total_reward_ma:567.24 loss:-0.02625 fps:1364 +frame:1.20e+05 wall_t:88 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.6 +2026-01-07 14:49:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:554.00 total_reward_ma:566.22 loss:-0.02174 fps:1368 +frame:1.30e+05 wall_t:95 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.548 +2026-01-07 14:49:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:551.80 total_reward_ma:565.19 loss:-0.02343 fps:1359 +frame:1.40e+05 wall_t:103 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.597 +2026-01-07 14:49:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:533.40 total_reward_ma:563.07 loss:-0.02482 fps:1364 +frame:1.50e+05 wall_t:110 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.538 +2026-01-07 14:49:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:529.40 total_reward_ma:560.97 loss:-0.01993 fps:1368 +frame:1.60e+05 wall_t:117 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.492 +2026-01-07 14:49:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:527.00 total_reward_ma:558.97 loss:-0.02451 fps:1371 +frame:1.70e+05 wall_t:124 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.52 +2026-01-07 14:49:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:527.60 total_reward_ma:557.23 loss:-0.02106 fps:1385 +frame:1.80e+05 wall_t:130 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.517 +2026-01-07 14:49:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:532.00 total_reward_ma:555.90 loss:-0.02686 fps:1387 +frame:1.90e+05 wall_t:137 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.543 +2026-01-07 14:50:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:536.20 total_reward_ma:554.91 loss:-0.02354 fps:1389 +frame:2.00e+05 wall_t:144 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.469 +2026-01-07 14:50:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:555.00 total_reward_ma:554.92 loss:-0.02206 fps:1382 +frame:2.10e+05 wall_t:152 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.521 +2026-01-07 14:50:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:571.20 total_reward_ma:555.66 loss:-0.02323 fps:1384 +frame:2.20e+05 wall_t:159 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.547 +2026-01-07 14:50:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:581.40 total_reward_ma:556.78 loss:-0.01968 fps:1394 +frame:2.30e+05 wall_t:165 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.502 +2026-01-07 14:50:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:594.20 total_reward_ma:558.34 loss:-0.02433 fps:1395 +frame:2.40e+05 wall_t:172 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.412 +2026-01-07 14:50:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:585.40 total_reward_ma:559.42 loss:-0.02103 fps:1397 +frame:2.50e+05 wall_t:179 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.447 +2026-01-07 14:50:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:563.80 total_reward_ma:559.59 loss:-0.02322 fps:1398 +frame:2.60e+05 wall_t:186 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.447 +2026-01-07 14:50:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:552.80 total_reward_ma:559.34 loss:-0.01535 fps:1406 +frame:2.70e+05 wall_t:192 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.443 +2026-01-07 14:51:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:554.80 total_reward_ma:559.17 loss:-0.02741 fps:1400 +frame:2.80e+05 wall_t:200 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.441 +2026-01-07 14:51:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:547.40 total_reward_ma:558.77 loss:-0.02373 fps:1401 +frame:2.90e+05 wall_t:207 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.432 +2026-01-07 14:51:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:551.20 total_reward_ma:558.52 loss:-0.02411 fps:1402 +frame:3.00e+05 wall_t:214 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.467 +2026-01-07 14:51:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:551.60 total_reward_ma:558.29 loss:-0.02397 fps:1396 +frame:3.10e+05 wall_t:222 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.377 +2026-01-07 14:51:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:533.80 total_reward_ma:557.53 loss:-0.02298 fps:1397 +frame:3.20e+05 wall_t:229 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.455 +2026-01-07 14:51:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:543.00 total_reward_ma:557.09 loss:-0.02134 fps:1387 +frame:3.30e+05 wall_t:238 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.385 +2026-01-07 14:51:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:540.60 total_reward_ma:556.60 loss:-0.01913 fps:1388 +frame:3.40e+05 wall_t:245 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.421 +2026-01-07 14:51:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:534.60 total_reward_ma:555.97 loss:-0.0246 fps:1394 +frame:3.50e+05 wall_t:251 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.413 +2026-01-07 14:52:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:546.20 total_reward_ma:555.70 loss:-0.02287 fps:1390 +frame:3.60e+05 wall_t:259 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.442 +2026-01-07 14:52:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:543.60 total_reward_ma:555.38 loss:-0.02419 fps:1386 +frame:3.70e+05 wall_t:267 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.376 +2026-01-07 14:52:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:534.00 total_reward_ma:554.81 loss:-0.02032 fps:1387 +frame:3.80e+05 wall_t:274 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.369 +2026-01-07 14:52:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:535.80 total_reward_ma:554.33 loss:-0.02899 fps:1388 +frame:3.90e+05 wall_t:281 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.396 +2026-01-07 14:52:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:528.40 total_reward_ma:553.68 loss:-0.02252 fps:1389 +frame:4.00e+05 wall_t:288 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.429 +2026-01-07 14:52:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:529.40 total_reward_ma:553.09 loss:-0.02148 fps:1390 +frame:4.10e+05 wall_t:295 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.37 +2026-01-07 14:52:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:538.20 total_reward_ma:552.73 loss:-0.03148 fps:1391 +frame:4.20e+05 wall_t:302 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.413 +2026-01-07 14:52:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:543.00 total_reward_ma:552.50 loss:-0.02984 fps:1396 +frame:4.30e+05 wall_t:308 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.409 +2026-01-07 14:52:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:548.00 total_reward_ma:552.40 loss:-0.02814 fps:1397 +frame:4.40e+05 wall_t:315 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.373 +2026-01-07 14:53:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:549.00 total_reward_ma:552.33 loss:-0.02356 fps:1398 +frame:4.50e+05 wall_t:322 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.407 +2026-01-07 14:53:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:549.80 total_reward_ma:552.27 loss:-0.03099 fps:1398 +frame:4.60e+05 wall_t:329 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.432 +2026-01-07 14:53:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:554.80 total_reward_ma:552.33 loss:-0.02699 fps:1399 +frame:4.70e+05 wall_t:336 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.39 +2026-01-07 14:53:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:550.80 total_reward_ma:552.29 loss:-0.02951 fps:1399 +frame:4.80e+05 wall_t:343 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.418 +2026-01-07 14:53:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:553.40 total_reward_ma:552.32 loss:-0.03021 fps:1400 +frame:4.90e+05 wall_t:350 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.372 +2026-01-07 14:53:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:544.80 total_reward_ma:552.17 loss:-0.01989 fps:1397 +frame:5.00e+05 wall_t:358 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.375 +2026-01-07 14:53:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:541.40 total_reward_ma:551.95 loss:-0.02579 fps:1393 +frame:5.10e+05 wall_t:366 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.397 +2026-01-07 14:53:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:542.60 total_reward_ma:551.77 loss:-0.02923 fps:1394 +frame:5.20e+05 wall_t:373 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.375 +2026-01-07 14:54:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:545.80 total_reward_ma:551.66 loss:-0.02574 fps:1395 +frame:5.30e+05 wall_t:380 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.409 +2026-01-07 14:54:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:565.20 total_reward_ma:551.91 loss:-0.02761 fps:1395 +frame:5.40e+05 wall_t:387 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.401 +2026-01-07 14:54:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:577.80 total_reward_ma:552.38 loss:-0.02867 fps:1392 +frame:5.50e+05 wall_t:395 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.435 +2026-01-07 14:54:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:590.40 total_reward_ma:553.06 loss:-0.02278 fps:1390 +frame:5.60e+05 wall_t:403 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.398 +2026-01-07 14:54:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:617.20 total_reward_ma:554.19 loss:-0.0245 fps:1394 +frame:5.70e+05 wall_t:409 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.429 +2026-01-07 14:54:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:609.60 total_reward_ma:555.14 loss:-0.02341 fps:1391 +frame:5.80e+05 wall_t:417 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.422 +2026-01-07 14:54:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:614.00 total_reward_ma:556.14 loss:-0.02951 fps:1388 +frame:5.90e+05 wall_t:425 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.42 +2026-01-07 14:54:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:632.00 total_reward_ma:557.40 loss:-0.02519 fps:1389 +frame:6.00e+05 wall_t:432 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.436 +2026-01-07 14:55:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:595.80 total_reward_ma:558.03 loss:-0.02519 fps:1390 +frame:6.10e+05 wall_t:439 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.432 +2026-01-07 14:55:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:593.20 total_reward_ma:558.60 loss:-0.02215 fps:1393 +frame:6.20e+05 wall_t:445 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.346 +2026-01-07 14:55:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:565.80 total_reward_ma:558.72 loss:-0.03256 fps:1391 +frame:6.30e+05 wall_t:453 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.396 +2026-01-07 14:55:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:557.60 total_reward_ma:558.70 loss:-0.02712 fps:1394 +frame:6.40e+05 wall_t:459 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.375 +2026-01-07 14:55:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:569.60 total_reward_ma:558.87 loss:-0.02663 fps:1395 +frame:6.50e+05 wall_t:466 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.443 +2026-01-07 14:55:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:587.80 total_reward_ma:559.30 loss:-0.02798 fps:1395 +frame:6.60e+05 wall_t:473 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.382 +2026-01-07 14:55:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:607.00 total_reward_ma:560.02 loss:-0.02897 fps:1393 +frame:6.70e+05 wall_t:481 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.442 +2026-01-07 14:55:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:606.00 total_reward_ma:560.69 loss:-0.028 fps:1396 +frame:6.80e+05 wall_t:487 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.45 +2026-01-07 14:55:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:637.60 total_reward_ma:561.81 loss:-0.02866 fps:1400 +frame:6.90e+05 wall_t:493 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.41 +2026-01-07 14:56:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:663.40 total_reward_ma:563.26 loss:-0.03401 fps:1400 +frame:7.00e+05 wall_t:500 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.401 +2026-01-07 14:56:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:725.00 total_reward_ma:565.54 loss:-0.02859 fps:1400 +frame:7.10e+05 wall_t:507 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.383 +2026-01-07 14:56:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:843.40 total_reward_ma:569.40 loss:-0.03262 fps:1398 +frame:7.20e+05 wall_t:515 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.45 +2026-01-07 14:56:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:924.80 total_reward_ma:574.26 loss:-0.02229 fps:1398 +frame:7.30e+05 wall_t:522 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.321 +2026-01-07 14:56:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1102.80 total_reward_ma:581.41 loss:-0.02118 fps:1396 +frame:7.40e+05 wall_t:530 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.374 +2026-01-07 14:56:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1299.80 total_reward_ma:590.99 loss:-0.02077 fps:1397 +frame:7.50e+05 wall_t:537 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.384 +2026-01-07 14:56:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1490.80 total_reward_ma:602.82 loss:-0.02867 fps:1394 +frame:7.60e+05 wall_t:545 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.368 +2026-01-07 14:56:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1664.20 total_reward_ma:616.61 loss:-0.02623 fps:1397 +frame:7.70e+05 wall_t:551 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.306 +2026-01-07 14:57:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1734.00 total_reward_ma:630.93 loss:-0.02731 fps:1398 +frame:7.80e+05 wall_t:558 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.319 +2026-01-07 14:57:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1797.20 total_reward_ma:645.70 loss:-0.01967 fps:1398 +frame:7.90e+05 wall_t:565 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.279 +2026-01-07 14:57:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1784.80 total_reward_ma:659.94 loss:-0.02004 fps:1399 +frame:8.00e+05 wall_t:572 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.217 +2026-01-07 14:57:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1811.80 total_reward_ma:674.16 loss:-0.008416 fps:1394 +frame:8.10e+05 wall_t:581 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.153 +2026-01-07 14:57:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1781.40 total_reward_ma:687.66 loss:-0.01588 fps:1395 +frame:8.20e+05 wall_t:588 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.123 +2026-01-07 14:57:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:1872.40 total_reward_ma:701.93 loss:-0.02165 fps:1395 +frame:8.30e+05 wall_t:595 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.114 +2026-01-07 14:57:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2118.20 total_reward_ma:718.79 loss:-0.01027 fps:1395 +frame:8.40e+05 wall_t:602 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.088 +2026-01-07 14:57:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2367.70 total_reward_ma:738.19 loss:-0.01705 fps:1393 +frame:8.50e+05 wall_t:610 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.9963 +2026-01-07 14:58:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2608.90 total_reward_ma:759.95 loss:-0.01883 fps:1394 +frame:8.60e+05 wall_t:617 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.054 +2026-01-07 14:58:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2706.30 total_reward_ma:782.32 loss:-0.01019 fps:1390 +frame:8.70e+05 wall_t:626 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.021 +2026-01-07 14:58:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2756.10 total_reward_ma:804.75 loss:-0.01232 fps:1388 +frame:8.80e+05 wall_t:634 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.9223 +2026-01-07 14:58:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2689.00 total_reward_ma:825.92 loss:-0.01242 fps:1388 +frame:8.90e+05 wall_t:641 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9529 +2026-01-07 14:58:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2713.00 total_reward_ma:846.89 loss:-0.009 fps:1391 +frame:9.00e+05 wall_t:647 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.9879 +2026-01-07 14:58:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2723.80 total_reward_ma:867.51 loss:-0.01286 fps:1389 +frame:9.10e+05 wall_t:655 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.9489 +2026-01-07 14:58:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2722.80 total_reward_ma:887.68 loss:-0.009159 fps:1392 +frame:9.20e+05 wall_t:661 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.9544 +2026-01-07 14:58:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2837.00 total_reward_ma:908.64 loss:-0.01268 fps:1392 +frame:9.30e+05 wall_t:668 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.9556 +2026-01-07 14:58:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2904.50 total_reward_ma:929.87 loss:0.006554 fps:1393 +frame:9.40e+05 wall_t:675 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.9831 +2026-01-07 14:59:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2843.10 total_reward_ma:950.01 loss:-0.01845 fps:1391 +frame:9.50e+05 wall_t:683 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.9733 +2026-01-07 14:59:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2806.70 total_reward_ma:969.35 loss:-0.0196 fps:1391 +frame:9.60e+05 wall_t:690 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.062 +2026-01-07 14:59:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2821.90 total_reward_ma:988.45 loss:-0.01791 fps:1392 +frame:9.70e+05 wall_t:697 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.004 +2026-01-07 14:59:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2808.00 total_reward_ma:1007.02 loss:-0.01391 fps:1390 +frame:9.80e+05 wall_t:705 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9973 +2026-01-07 14:59:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2883.60 total_reward_ma:1025.97 loss:-0.0151 fps:1390 +frame:9.90e+05 wall_t:712 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.9837 +2026-01-07 14:59:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3071.60 total_reward_ma:1046.43 loss:0.002858 fps:1393 +frame:1.00e+06 wall_t:718 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.009 +2026-01-07 14:59:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3082.60 total_reward_ma:1069.69 loss:0.009433 fps:1391 +frame:1.01e+06 wall_t:726 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.9379 +2026-01-07 14:59:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3021.10 total_reward_ma:1093.76 loss:-0.01981 fps:1392 +frame:1.02e+06 wall_t:733 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9819 +2026-01-07 15:00:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3032.40 total_reward_ma:1118.23 loss:-0.002369 fps:1394 +frame:1.03e+06 wall_t:739 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.9917 +2026-01-07 15:00:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2929.90 total_reward_ma:1141.86 loss:-0.01302 fps:1392 +frame:1.04e+06 wall_t:747 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.021 +2026-01-07 15:00:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2903.50 total_reward_ma:1165.57 loss:0.01668 fps:1394 +frame:1.05e+06 wall_t:753 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.908 +2026-01-07 15:00:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2969.80 total_reward_ma:1189.98 loss:-0.01543 fps:1395 +frame:1.06e+06 wall_t:760 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.9449 +2026-01-07 15:00:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2960.70 total_reward_ma:1214.31 loss:-0.003419 fps:1395 +frame:1.07e+06 wall_t:767 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.9788 +2026-01-07 15:00:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3026.70 total_reward_ma:1239.24 loss:-0.01476 fps:1394 +frame:1.08e+06 wall_t:775 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.9432 +2026-01-07 15:00:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3141.10 total_reward_ma:1265.37 loss:0.01706 fps:1394 +frame:1.09e+06 wall_t:782 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.003 +2026-01-07 15:00:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3181.40 total_reward_ma:1291.85 loss:0.009117 fps:1394 +frame:1.10e+06 wall_t:789 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.9321 +2026-01-07 15:00:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3200.80 total_reward_ma:1318.36 loss:0.003393 fps:1394 +frame:1.11e+06 wall_t:796 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.012 +2026-01-07 15:01:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3101.00 total_reward_ma:1343.87 loss:-0.01971 fps:1395 +frame:1.12e+06 wall_t:803 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.03 +2026-01-07 15:01:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2981.20 total_reward_ma:1368.14 loss:-0.01865 fps:1395 +frame:1.13e+06 wall_t:810 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9864 +2026-01-07 15:01:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2899.90 total_reward_ma:1391.62 loss:0.005164 fps:1395 +frame:1.14e+06 wall_t:817 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.9481 +2026-01-07 15:01:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2881.70 total_reward_ma:1415.10 loss:-0.001555 fps:1396 +frame:1.15e+06 wall_t:824 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.011 +2026-01-07 15:01:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3032.10 total_reward_ma:1440.13 loss:-0.01591 fps:1396 +frame:1.16e+06 wall_t:831 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.054 +2026-01-07 15:01:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3012.50 total_reward_ma:1464.99 loss:0.007725 fps:1396 +frame:1.17e+06 wall_t:838 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.011 +2026-01-07 15:01:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2997.30 total_reward_ma:1489.68 loss:-0.02182 fps:1396 +frame:1.18e+06 wall_t:845 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.025 +2026-01-07 15:01:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3039.80 total_reward_ma:1514.76 loss:-0.01741 fps:1397 +frame:1.19e+06 wall_t:852 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.9779 +2026-01-07 15:02:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:2969.80 total_reward_ma:1539.10 loss:-0.01287 fps:1397 +frame:1.20e+06 wall_t:859 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.9416 +2026-01-07 15:02:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3073.30 total_reward_ma:1564.28 loss:-0.002124 fps:1396 +frame:1.21e+06 wall_t:867 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9609 +2026-01-07 15:02:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3143.80 total_reward_ma:1590.01 loss:-0.0003814 fps:1397 +frame:1.22e+06 wall_t:873 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.9918 +2026-01-07 15:02:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3172.40 total_reward_ma:1615.92 loss:-0.01304 fps:1396 +frame:1.23e+06 wall_t:881 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9527 +2026-01-07 15:02:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3288.00 total_reward_ma:1642.85 loss:-0.005375 fps:1396 +frame:1.24e+06 wall_t:888 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.089 +2026-01-07 15:02:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3235.10 total_reward_ma:1669.35 loss:-0.0145 fps:1397 +frame:1.25e+06 wall_t:895 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.013 +2026-01-07 15:02:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3280.70 total_reward_ma:1696.52 loss:-0.01746 fps:1395 +frame:1.26e+06 wall_t:903 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.9594 +2026-01-07 15:02:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3185.90 total_reward_ma:1722.85 loss:0.01744 fps:1397 +frame:1.27e+06 wall_t:909 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.026 +2026-01-07 15:02:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3147.10 total_reward_ma:1748.77 loss:0.00386 fps:1397 +frame:1.28e+06 wall_t:916 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.015 +2026-01-07 15:03:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3130.40 total_reward_ma:1774.60 loss:-0.01023 fps:1399 +frame:1.29e+06 wall_t:922 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.9845 +2026-01-07 15:03:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3074.90 total_reward_ma:1799.84 loss:0.01131 fps:1399 +frame:1.30e+06 wall_t:929 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.01 +2026-01-07 15:03:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3152.70 total_reward_ma:1825.85 loss:0.02982 fps:1400 +frame:1.31e+06 wall_t:936 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.9827 +2026-01-07 15:03:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3118.40 total_reward_ma:1851.70 loss:-0.0006507 fps:1400 +frame:1.32e+06 wall_t:943 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.029 +2026-01-07 15:03:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3159.90 total_reward_ma:1877.87 loss:0.01143 fps:1399 +frame:1.33e+06 wall_t:951 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.9934 +2026-01-07 15:03:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3190.60 total_reward_ma:1904.37 loss:0.002147 fps:1399 +frame:1.34e+06 wall_t:958 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.04 +2026-01-07 15:03:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3127.60 total_reward_ma:1930.30 loss:-0.006725 fps:1399 +frame:1.35e+06 wall_t:965 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.9767 +2026-01-07 15:03:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3148.00 total_reward_ma:1956.31 loss:-0.003182 fps:1399 +frame:1.36e+06 wall_t:972 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.034 +2026-01-07 15:04:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3125.50 total_reward_ma:1982.13 loss:-0.0085 fps:1401 +frame:1.37e+06 wall_t:978 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.9732 +2026-01-07 15:04:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3007.70 total_reward_ma:2006.87 loss:-0.0158 fps:1400 +frame:1.38e+06 wall_t:986 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.16 +2026-01-07 15:04:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3057.90 total_reward_ma:2032.09 loss:0.006647 fps:1400 +frame:1.39e+06 wall_t:993 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.129 +2026-01-07 15:04:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3121.70 total_reward_ma:2058.03 loss:0.002135 fps:1400 +frame:1.40e+06 wall_t:1000 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.081 +2026-01-07 15:04:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3092.90 total_reward_ma:2083.66 loss:0.01685 fps:1400 +frame:1.41e+06 wall_t:1007 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.027 +2026-01-07 15:04:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3195.40 total_reward_ma:2110.23 loss:0.004457 fps:1400 +frame:1.42e+06 wall_t:1014 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.041 +2026-01-07 15:04:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3191.80 total_reward_ma:2136.72 loss:0.03249 fps:1401 +frame:1.43e+06 wall_t:1021 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.083 +2026-01-07 15:04:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3269.60 total_reward_ma:2163.94 loss:0.0198 fps:1401 +frame:1.44e+06 wall_t:1028 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.04 +2026-01-07 15:04:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3269.80 total_reward_ma:2191.14 loss:-0.002148 fps:1401 +frame:1.45e+06 wall_t:1035 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.089 +2026-01-07 15:05:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3215.80 total_reward_ma:2217.80 loss:0.01167 fps:1401 +frame:1.46e+06 wall_t:1042 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.082 +2026-01-07 15:05:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3171.50 total_reward_ma:2243.97 loss:-0.01604 fps:1401 +frame:1.47e+06 wall_t:1049 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.192 +2026-01-07 15:05:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3204.10 total_reward_ma:2270.50 loss:-0.003738 fps:1402 +frame:1.48e+06 wall_t:1056 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.029 +2026-01-07 15:05:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3334.30 total_reward_ma:2298.31 loss:0.02792 fps:1402 +frame:1.49e+06 wall_t:1063 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.028 +2026-01-07 15:05:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3392.40 total_reward_ma:2326.79 loss:0.01562 fps:1402 +frame:1.50e+06 wall_t:1070 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.043 +2026-01-07 15:05:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3422.60 total_reward_ma:2355.60 loss:0.01538 fps:1402 +frame:1.51e+06 wall_t:1077 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.9651 +2026-01-07 15:05:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3352.60 total_reward_ma:2383.70 loss:-0.002899 fps:1402 +frame:1.52e+06 wall_t:1084 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.8947 +2026-01-07 15:05:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3305.80 total_reward_ma:2411.30 loss:0.01214 fps:1402 +frame:1.53e+06 wall_t:1091 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.9299 +2026-01-07 15:06:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3264.60 total_reward_ma:2438.29 loss:0.01716 fps:1404 +frame:1.54e+06 wall_t:1097 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.9749 +2026-01-07 15:06:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3236.40 total_reward_ma:2464.88 loss:0.006508 fps:1404 +frame:1.55e+06 wall_t:1104 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.015 +2026-01-07 15:06:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3306.60 total_reward_ma:2492.04 loss:-0.01381 fps:1403 +frame:1.56e+06 wall_t:1112 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.002 +2026-01-07 15:06:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3229.20 total_reward_ma:2518.16 loss:-0.01699 fps:1403 +frame:1.57e+06 wall_t:1119 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.027 +2026-01-07 15:06:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3296.40 total_reward_ma:2545.03 loss:0.0137 fps:1403 +frame:1.58e+06 wall_t:1126 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.9455 +2026-01-07 15:06:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3320.40 total_reward_ma:2572.10 loss:-0.01622 fps:1403 +frame:1.59e+06 wall_t:1133 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.965 +2026-01-07 15:06:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3250.60 total_reward_ma:2598.28 loss:0.01104 fps:1404 +frame:1.60e+06 wall_t:1140 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9861 +2026-01-07 15:06:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3378.20 total_reward_ma:2626.10 loss:0.008773 fps:1404 +frame:1.61e+06 wall_t:1147 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.114 +2026-01-07 15:06:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3378.30 total_reward_ma:2653.96 loss:0.02956 fps:1403 +frame:1.62e+06 wall_t:1155 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.062 +2026-01-07 15:07:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3321.60 total_reward_ma:2681.51 loss:0.02603 fps:1403 +frame:1.63e+06 wall_t:1162 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.069 +2026-01-07 15:07:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3376.70 total_reward_ma:2709.71 loss:0.05669 fps:1402 +frame:1.64e+06 wall_t:1170 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.101 +2026-01-07 15:07:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3375.80 total_reward_ma:2737.77 loss:0.02907 fps:1403 +frame:1.65e+06 wall_t:1176 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.168 +2026-01-07 15:07:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3351.30 total_reward_ma:2765.40 loss:0.01806 fps:1401 +frame:1.66e+06 wall_t:1185 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.134 +2026-01-07 15:07:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3353.50 total_reward_ma:2792.87 loss:0.008892 fps:1401 +frame:1.67e+06 wall_t:1192 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.105 +2026-01-07 15:07:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3288.90 total_reward_ma:2819.70 loss:0.01164 fps:1401 +frame:1.68e+06 wall_t:1199 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.124 +2026-01-07 15:07:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3244.10 total_reward_ma:2845.76 loss:0.0132 fps:1401 +frame:1.69e+06 wall_t:1206 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.143 +2026-01-07 15:07:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3339.90 total_reward_ma:2872.53 loss:-0.005265 fps:1401 +frame:1.70e+06 wall_t:1213 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.164 +2026-01-07 15:08:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3401.30 total_reward_ma:2899.29 loss:0.05017 fps:1402 +frame:1.71e+06 wall_t:1220 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.016 +2026-01-07 15:08:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3406.70 total_reward_ma:2924.92 loss:0.0306 fps:1402 +frame:1.72e+06 wall_t:1227 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.037 +2026-01-07 15:08:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3385.80 total_reward_ma:2949.53 loss:0.03412 fps:1402 +frame:1.73e+06 wall_t:1234 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.06 +2026-01-07 15:08:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3382.40 total_reward_ma:2972.33 loss:0.02484 fps:1402 +frame:1.74e+06 wall_t:1241 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.09 +2026-01-07 15:08:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3348.50 total_reward_ma:2992.81 loss:0.0345 fps:1402 +frame:1.75e+06 wall_t:1248 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.026 +2026-01-07 15:08:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3380.70 total_reward_ma:3011.71 loss:0.01446 fps:1404 +frame:1.76e+06 wall_t:1254 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.9994 +2026-01-07 15:08:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3429.10 total_reward_ma:3029.36 loss:0.01465 fps:1404 +frame:1.77e+06 wall_t:1261 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.174 +2026-01-07 15:08:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3307.40 total_reward_ma:3045.10 loss:0.009971 fps:1404 +frame:1.78e+06 wall_t:1268 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.144 +2026-01-07 15:08:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3347.70 total_reward_ma:3060.60 loss:0.008166 fps:1404 +frame:1.79e+06 wall_t:1275 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.184 +2026-01-07 15:09:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3263.30 total_reward_ma:3075.39 loss:0.02481 fps:1404 +frame:1.80e+06 wall_t:1282 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.072 +2026-01-07 15:09:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3338.30 total_reward_ma:3090.65 loss:0.03432 fps:1404 +frame:1.81e+06 wall_t:1289 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.068 +2026-01-07 15:09:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3300.50 total_reward_ma:3105.84 loss:-0.01002 fps:1404 +frame:1.82e+06 wall_t:1296 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.155 +2026-01-07 15:09:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3299.40 total_reward_ma:3120.11 loss:0.009617 fps:1403 +frame:1.83e+06 wall_t:1304 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.078 +2026-01-07 15:09:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3238.30 total_reward_ma:3131.31 loss:0.02211 fps:1404 +frame:1.84e+06 wall_t:1311 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.089 +2026-01-07 15:09:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3259.70 total_reward_ma:3140.23 loss:0.005517 fps:1404 +frame:1.85e+06 wall_t:1318 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.122 +2026-01-07 15:09:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3362.60 total_reward_ma:3147.77 loss:0.008162 fps:1404 +frame:1.86e+06 wall_t:1325 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.063 +2026-01-07 15:09:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3318.30 total_reward_ma:3153.89 loss:0.02083 fps:1404 +frame:1.87e+06 wall_t:1332 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.033 +2026-01-07 15:10:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3410.40 total_reward_ma:3160.43 loss:0.00689 fps:1405 +frame:1.88e+06 wall_t:1338 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.12 +2026-01-07 15:10:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3386.80 total_reward_ma:3167.41 loss:0.02069 fps:1405 +frame:1.89e+06 wall_t:1345 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.152 +2026-01-07 15:10:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3331.60 total_reward_ma:3173.60 loss:0.03008 fps:1404 +frame:1.90e+06 wall_t:1353 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.128 +2026-01-07 15:10:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3301.90 total_reward_ma:3179.38 loss:0.02134 fps:1404 +frame:1.91e+06 wall_t:1360 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.109 +2026-01-07 15:10:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3294.10 total_reward_ma:3185.09 loss:-0.005023 fps:1405 +frame:1.92e+06 wall_t:1367 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.153 +2026-01-07 15:10:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3314.40 total_reward_ma:3189.87 loss:0.004413 fps:1405 +frame:1.93e+06 wall_t:1374 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.136 +2026-01-07 15:10:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3359.50 total_reward_ma:3194.42 loss:0.006045 fps:1405 +frame:1.94e+06 wall_t:1381 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.124 +2026-01-07 15:10:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3371.50 total_reward_ma:3199.70 loss:0.02782 fps:1404 +frame:1.95e+06 wall_t:1389 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.106 +2026-01-07 15:10:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3419.10 total_reward_ma:3205.82 loss:-3.469e-06 fps:1404 +frame:1.96e+06 wall_t:1396 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.049 +2026-01-07 15:11:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3418.70 total_reward_ma:3211.79 loss:0.008641 fps:1405 +frame:1.97e+06 wall_t:1402 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.16 +2026-01-07 15:11:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3442.10 total_reward_ma:3218.13 loss:0.03454 fps:1405 +frame:1.98e+06 wall_t:1409 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.131 +2026-01-07 15:11:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3514.80 total_reward_ma:3224.45 loss:0.04497 fps:1405 +frame:1.99e+06 wall_t:1416 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.088 +2026-01-07 15:11:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3547.20 total_reward_ma:3229.20 loss:0.03092 fps:1405 +frame:2.00e+06 wall_t:1423 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.108 +2026-01-07 15:11:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3533.20 total_reward_ma:3233.71 loss:0.00346 fps:1406 +frame:2.01e+06 wall_t:1430 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.046 +2026-01-07 15:11:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3498.30 total_reward_ma:3238.48 loss:0.009412 fps:1406 +frame:2.02e+06 wall_t:1437 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.089 +2026-01-07 15:11:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3504.00 total_reward_ma:3243.20 loss:0.06505 fps:1406 +frame:2.03e+06 wall_t:1444 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.13 +2026-01-07 15:11:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3516.90 total_reward_ma:3249.07 loss:0.03599 fps:1406 +frame:2.04e+06 wall_t:1451 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.005 +2026-01-07 15:12:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3528.40 total_reward_ma:3255.31 loss:0.01096 fps:1406 +frame:2.05e+06 wall_t:1458 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.061 +2026-01-07 15:12:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3593.60 total_reward_ma:3261.55 loss:0.004375 fps:1407 +frame:2.06e+06 wall_t:1464 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.169 +2026-01-07 15:12:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3558.50 total_reward_ma:3267.53 loss:-0.0009342 fps:1406 +frame:2.07e+06 wall_t:1472 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.108 +2026-01-07 15:12:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3558.60 total_reward_ma:3272.85 loss:-0.004817 fps:1407 +frame:2.08e+06 wall_t:1478 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.109 +2026-01-07 15:12:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3516.90 total_reward_ma:3276.61 loss:0.02185 fps:1407 +frame:2.09e+06 wall_t:1485 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.158 +2026-01-07 15:12:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3585.60 total_reward_ma:3280.65 loss:0.03513 fps:1407 +frame:2.10e+06 wall_t:1493 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.119 +2026-01-07 15:12:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3625.20 total_reward_ma:3284.89 loss:0.01273 fps:1407 +frame:2.11e+06 wall_t:1500 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.073 +2026-01-07 15:12:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3665.80 total_reward_ma:3290.54 loss:0.004397 fps:1407 +frame:2.12e+06 wall_t:1507 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.074 +2026-01-07 15:12:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3593.50 total_reward_ma:3296.66 loss:0.004889 fps:1405 +frame:2.13e+06 wall_t:1516 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.115 +2026-01-07 15:13:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3592.60 total_reward_ma:3303.59 loss:-0.00224 fps:1406 +frame:2.14e+06 wall_t:1522 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.147 +2026-01-07 15:13:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3610.50 total_reward_ma:3310.88 loss:0.01928 fps:1406 +frame:2.15e+06 wall_t:1529 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.147 +2026-01-07 15:13:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3607.40 total_reward_ma:3316.63 loss:0.00348 fps:1406 +frame:2.16e+06 wall_t:1536 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.158 +2026-01-07 15:13:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3590.80 total_reward_ma:3322.42 loss:0.008401 fps:1406 +frame:2.17e+06 wall_t:1543 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.121 +2026-01-07 15:13:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3551.90 total_reward_ma:3327.96 loss:0.03382 fps:1406 +frame:2.18e+06 wall_t:1551 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.131 +2026-01-07 15:13:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3588.90 total_reward_ma:3333.45 loss:0.0366 fps:1405 +frame:2.19e+06 wall_t:1559 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.015 +2026-01-07 15:13:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3549.40 total_reward_ma:3339.25 loss:0.03237 fps:1405 +frame:2.20e+06 wall_t:1566 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.105 +2026-01-07 15:13:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3550.30 total_reward_ma:3344.02 loss:-0.01225 fps:1405 +frame:2.21e+06 wall_t:1573 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.151 +2026-01-07 15:14:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3572.70 total_reward_ma:3348.31 loss:0.0298 fps:1405 +frame:2.22e+06 wall_t:1580 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.089 +2026-01-07 15:14:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3615.60 total_reward_ma:3352.74 loss:0.02012 fps:1405 +frame:2.23e+06 wall_t:1587 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.133 +2026-01-07 15:14:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3646.80 total_reward_ma:3356.33 loss:0.02295 fps:1405 +frame:2.24e+06 wall_t:1594 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.102 +2026-01-07 15:14:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3653.10 total_reward_ma:3360.51 loss:0.0161 fps:1405 +frame:2.25e+06 wall_t:1601 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.122 +2026-01-07 15:14:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3605.10 total_reward_ma:3363.75 loss:0.01777 fps:1405 +frame:2.26e+06 wall_t:1608 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.139 +2026-01-07 15:14:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3675.40 total_reward_ma:3368.65 loss:-0.0006414 fps:1405 +frame:2.27e+06 wall_t:1616 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.19 +2026-01-07 15:14:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3733.60 total_reward_ma:3374.51 loss:0.01133 fps:1405 +frame:2.28e+06 wall_t:1623 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.148 +2026-01-07 15:14:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3711.80 total_reward_ma:3380.33 loss:0.02316 fps:1404 +frame:2.29e+06 wall_t:1631 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.028 +2026-01-07 15:15:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3674.00 total_reward_ma:3386.32 loss:0.0102 fps:1403 +frame:2.30e+06 wall_t:1639 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9597 +2026-01-07 15:15:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3595.30 total_reward_ma:3390.74 loss:0.009796 fps:1403 +frame:2.31e+06 wall_t:1646 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.094 +2026-01-07 15:15:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3622.90 total_reward_ma:3395.79 loss:0.01581 fps:1403 +frame:2.32e+06 wall_t:1654 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.021 +2026-01-07 15:15:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3679.90 total_reward_ma:3400.99 loss:0.001376 fps:1402 +frame:2.33e+06 wall_t:1662 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.04 +2026-01-07 15:15:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3750.70 total_reward_ma:3406.59 loss:0.009264 fps:1402 +frame:2.34e+06 wall_t:1669 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.091 +2026-01-07 15:15:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3708.90 total_reward_ma:3412.40 loss:-0.006113 fps:1402 +frame:2.35e+06 wall_t:1676 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.111 +2026-01-07 15:15:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3696.20 total_reward_ma:3417.88 loss:0.0005641 fps:1402 +frame:2.36e+06 wall_t:1683 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.072 +2026-01-07 15:15:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3638.70 total_reward_ma:3423.01 loss:0.009285 fps:1403 +frame:2.37e+06 wall_t:1689 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.084 +2026-01-07 15:16:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3577.60 total_reward_ma:3428.71 loss:0.03132 fps:1402 +frame:2.38e+06 wall_t:1697 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.079 +2026-01-07 15:16:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3586.00 total_reward_ma:3433.99 loss:0.0212 fps:1403 +frame:2.39e+06 wall_t:1704 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.104 +2026-01-07 15:16:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3613.70 total_reward_ma:3438.91 loss:0.02602 fps:1403 +frame:2.40e+06 wall_t:1711 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.061 +2026-01-07 15:16:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3653.60 total_reward_ma:3444.52 loss:0.02356 fps:1402 +frame:2.41e+06 wall_t:1719 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9601 +2026-01-07 15:16:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3633.50 total_reward_ma:3448.90 loss:0.0346 fps:1402 +frame:2.42e+06 wall_t:1726 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.9157 +2026-01-07 15:16:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3720.30 total_reward_ma:3454.19 loss:0.000845 fps:1402 +frame:2.43e+06 wall_t:1733 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.084 +2026-01-07 15:16:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3714.40 total_reward_ma:3458.64 loss:0.01554 fps:1402 +frame:2.44e+06 wall_t:1740 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.191 +2026-01-07 15:16:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3781.70 total_reward_ma:3463.75 loss:0.01589 fps:1402 +frame:2.45e+06 wall_t:1747 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.008 +2026-01-07 15:16:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3746.80 total_reward_ma:3469.07 loss:0.005125 fps:1403 +frame:2.46e+06 wall_t:1754 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.044 +2026-01-07 15:17:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3688.80 total_reward_ma:3474.24 loss:-0.00515 fps:1403 +frame:2.47e+06 wall_t:1761 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.008 +2026-01-07 15:17:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3722.00 total_reward_ma:3479.42 loss:0.002351 fps:1403 +frame:2.48e+06 wall_t:1768 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.8858 +2026-01-07 15:17:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3704.60 total_reward_ma:3483.12 loss:0.01676 fps:1404 +frame:2.49e+06 wall_t:1774 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.942 +2026-01-07 15:17:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3676.50 total_reward_ma:3485.96 loss:0.0007316 fps:1403 +frame:2.50e+06 wall_t:1782 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.032 +2026-01-07 15:17:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3663.30 total_reward_ma:3488.37 loss:0.01658 fps:1403 +frame:2.51e+06 wall_t:1789 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.038 +2026-01-07 15:17:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3679.30 total_reward_ma:3491.64 loss:0.003881 fps:1405 +frame:2.52e+06 wall_t:1794 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.018 +2026-01-07 15:17:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3673.70 total_reward_ma:3495.31 loss:0.01923 fps:1406 +frame:2.53e+06 wall_t:1799 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.051 +2026-01-07 15:17:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3705.40 total_reward_ma:3499.72 loss:0.001412 fps:1408 +frame:2.54e+06 wall_t:1804 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.056 +2026-01-07 15:17:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3694.80 total_reward_ma:3504.31 loss:0.00805 fps:1410 +frame:2.55e+06 wall_t:1809 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.03 +2026-01-07 15:17:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3687.70 total_reward_ma:3508.12 loss:0.01572 fps:1411 +frame:2.56e+06 wall_t:1814 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9396 +2026-01-07 15:18:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3744.70 total_reward_ma:3513.27 loss:0.01198 fps:1414 +frame:2.57e+06 wall_t:1818 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.945 +2026-01-07 15:18:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.40 total_reward_ma:3518.92 loss:0.006211 fps:1414 +frame:2.58e+06 wall_t:1824 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9158 +2026-01-07 15:18:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3879.90 total_reward_ma:3524.52 loss:-0.001994 fps:1415 +frame:2.59e+06 wall_t:1830 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9908 +2026-01-07 15:18:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.30 total_reward_ma:3530.84 loss:0.005136 fps:1417 +frame:2.60e+06 wall_t:1835 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.8581 +2026-01-07 15:18:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3743.60 total_reward_ma:3534.50 loss:0.03313 fps:1418 +frame:2.61e+06 wall_t:1840 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8445 +2026-01-07 15:18:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3780.70 total_reward_ma:3538.52 loss:0.00705 fps:1420 +frame:2.62e+06 wall_t:1845 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.922 +2026-01-07 15:18:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3719.80 total_reward_ma:3542.50 loss:0.01059 fps:1422 +frame:2.63e+06 wall_t:1850 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.917 +2026-01-07 15:18:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3719.20 total_reward_ma:3545.93 loss:0.001974 fps:1423 +frame:2.64e+06 wall_t:1855 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9044 +2026-01-07 15:18:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3658.20 total_reward_ma:3548.75 loss:0.00846 fps:1425 +frame:2.65e+06 wall_t:1859 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.8994 +2026-01-07 15:18:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3681.10 total_reward_ma:3552.05 loss:0.01628 fps:1427 +frame:2.66e+06 wall_t:1864 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.9476 +2026-01-07 15:18:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3691.90 total_reward_ma:3555.43 loss:0.01263 fps:1428 +frame:2.67e+06 wall_t:1870 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9207 +2026-01-07 15:18:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3771.70 total_reward_ma:3560.26 loss:0.01344 fps:1429 +frame:2.68e+06 wall_t:1875 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.8757 +2026-01-07 15:19:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3783.70 total_reward_ma:3565.66 loss:0.01047 fps:1431 +frame:2.69e+06 wall_t:1880 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.7905 +2026-01-07 15:19:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3751.60 total_reward_ma:3569.78 loss:0.008101 fps:1432 +frame:2.70e+06 wall_t:1885 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8766 +2026-01-07 15:19:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3767.90 total_reward_ma:3573.44 loss:0.0009653 fps:1434 +frame:2.71e+06 wall_t:1890 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8512 +2026-01-07 15:19:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3726.20 total_reward_ma:3576.64 loss:0.003226 fps:1435 +frame:2.72e+06 wall_t:1895 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8476 +2026-01-07 15:19:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3807.40 total_reward_ma:3580.85 loss:-0.001396 fps:1437 +frame:2.73e+06 wall_t:1900 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.7986 +2026-01-07 15:19:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3843.60 total_reward_ma:3585.46 loss:0.007177 fps:1438 +frame:2.74e+06 wall_t:1905 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8988 +2026-01-07 15:19:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3882.20 total_reward_ma:3590.80 loss:0.005797 fps:1440 +frame:2.75e+06 wall_t:1910 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8539 +2026-01-07 15:19:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.30 total_reward_ma:3595.62 loss:0.02116 fps:1441 +frame:2.76e+06 wall_t:1916 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8261 +2026-01-07 15:19:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3797.10 total_reward_ma:3599.30 loss:0.008004 fps:1441 +frame:2.77e+06 wall_t:1922 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8152 +2026-01-07 15:19:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3696.50 total_reward_ma:3603.19 loss:0.008301 fps:1443 +frame:2.78e+06 wall_t:1927 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.7825 +2026-01-07 15:19:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3742.10 total_reward_ma:3607.13 loss:0.008212 fps:1443 +frame:2.79e+06 wall_t:1933 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.7331 +2026-01-07 15:20:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3764.50 total_reward_ma:3612.15 loss:0.001534 fps:1445 +frame:2.80e+06 wall_t:1938 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8899 +2026-01-07 15:20:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3789.80 total_reward_ma:3616.66 loss:0.00459 fps:1446 +frame:2.81e+06 wall_t:1943 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8041 +2026-01-07 15:20:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3796.10 total_reward_ma:3621.62 loss:-0.005929 fps:1448 +frame:2.82e+06 wall_t:1948 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8334 +2026-01-07 15:20:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3808.40 total_reward_ma:3626.71 loss:0.004257 fps:1449 +frame:2.83e+06 wall_t:1953 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8815 +2026-01-07 15:20:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3807.50 total_reward_ma:3632.40 loss:0.04171 fps:1450 +frame:2.84e+06 wall_t:1959 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.7483 +2026-01-07 15:20:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3747.00 total_reward_ma:3637.27 loss:-0.004721 fps:1450 +frame:2.85e+06 wall_t:1965 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.8393 +2026-01-07 15:20:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3743.10 total_reward_ma:3641.08 loss:0.006863 fps:1452 +frame:2.86e+06 wall_t:1970 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.7654 +2026-01-07 15:20:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3777.50 total_reward_ma:3645.67 loss:0.02433 fps:1452 +frame:2.87e+06 wall_t:1976 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.8962 +2026-01-07 15:20:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3831.50 total_reward_ma:3649.88 loss:0.01591 fps:1454 +frame:2.88e+06 wall_t:1981 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.8589 +2026-01-07 15:20:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3827.80 total_reward_ma:3654.29 loss:0.008323 fps:1455 +frame:2.89e+06 wall_t:1986 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8698 +2026-01-07 15:20:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3853.40 total_reward_ma:3659.51 loss:0.01434 fps:1456 +frame:2.90e+06 wall_t:1992 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8426 +2026-01-07 15:20:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3866.80 total_reward_ma:3665.16 loss:0.008547 fps:1458 +frame:2.91e+06 wall_t:1996 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.8304 +2026-01-07 15:21:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.90 total_reward_ma:3671.37 loss:-0.0008855 fps:1459 +frame:2.92e+06 wall_t:2002 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.7683 +2026-01-07 15:21:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3859.30 total_reward_ma:3676.82 loss:-0.00303 fps:1459 +frame:2.93e+06 wall_t:2008 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8496 +2026-01-07 15:21:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3777.30 total_reward_ma:3681.00 loss:0.01925 fps:1460 +frame:2.94e+06 wall_t:2014 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.7339 +2026-01-07 15:21:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3693.70 total_reward_ma:3684.22 loss:-0.006067 fps:1460 +frame:2.95e+06 wall_t:2020 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.8755 +2026-01-07 15:21:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3656.10 total_reward_ma:3686.59 loss:0.01886 fps:1461 +frame:2.96e+06 wall_t:2026 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.753 +2026-01-07 15:21:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3695.40 total_reward_ma:3689.36 loss:-0.001716 fps:1462 +frame:2.97e+06 wall_t:2032 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8491 +2026-01-07 15:21:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3708.30 total_reward_ma:3692.02 loss:0.02016 fps:1462 +frame:2.98e+06 wall_t:2038 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.7652 +2026-01-07 15:21:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3795.50 total_reward_ma:3694.83 loss:0.001356 fps:1464 +frame:2.99e+06 wall_t:2043 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8972 +2026-01-07 15:21:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3815.10 total_reward_ma:3697.51 loss:0.004789 fps:1464 +frame:3.00e+06 wall_t:2049 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8611 +2026-01-07 15:21:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3871.80 total_reward_ma:3700.89 loss:0.0181 fps:1465 +frame:3.01e+06 wall_t:2054 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8062 +2026-01-07 15:22:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3830.20 total_reward_ma:3704.21 loss:0.001939 fps:1466 +frame:3.02e+06 wall_t:2060 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.956 +2026-01-07 15:22:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3839.50 total_reward_ma:3707.57 loss:0.006823 fps:1467 +frame:3.03e+06 wall_t:2066 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9201 +2026-01-07 15:22:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.00 total_reward_ma:3710.76 loss:0.00769 fps:1468 +frame:3.04e+06 wall_t:2071 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.7694 +2026-01-07 15:22:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3867.20 total_reward_ma:3714.15 loss:0.01603 fps:1469 +frame:3.05e+06 wall_t:2076 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.7455 +2026-01-07 15:22:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3858.30 total_reward_ma:3716.79 loss:0.02354 fps:1470 +frame:3.06e+06 wall_t:2081 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.7985 +2026-01-07 15:22:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3828.90 total_reward_ma:3719.50 loss:0.0153 fps:1471 +frame:3.07e+06 wall_t:2087 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.7044 +2026-01-07 15:22:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3822.70 total_reward_ma:3722.14 loss:0.003755 fps:1473 +frame:3.08e+06 wall_t:2091 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.7548 +2026-01-07 15:22:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3893.90 total_reward_ma:3725.91 loss:0.007881 fps:1474 +frame:3.09e+06 wall_t:2097 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8315 +2026-01-07 15:22:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3864.70 total_reward_ma:3728.70 loss:0.01986 fps:1475 +frame:3.10e+06 wall_t:2102 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.7861 +2026-01-07 15:22:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3810.40 total_reward_ma:3730.55 loss:0.006108 fps:1475 +frame:3.11e+06 wall_t:2108 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.7519 +2026-01-07 15:22:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3708.00 total_reward_ma:3730.97 loss:0.01237 fps:1477 +frame:3.12e+06 wall_t:2113 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.7177 +2026-01-07 15:23:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3720.90 total_reward_ma:3732.25 loss:0.01352 fps:1477 +frame:3.13e+06 wall_t:2119 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6911 +2026-01-07 15:23:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3764.70 total_reward_ma:3733.97 loss:0.007116 fps:1478 +frame:3.14e+06 wall_t:2124 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.7284 +2026-01-07 15:23:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.70 total_reward_ma:3737.02 loss:0.005506 fps:1480 +frame:3.15e+06 wall_t:2129 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6258 +2026-01-07 15:23:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3919.50 total_reward_ma:3740.14 loss:0.0114 fps:1481 +frame:3.16e+06 wall_t:2134 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.7146 +2026-01-07 15:23:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3903.10 total_reward_ma:3743.26 loss:0.01038 fps:1482 +frame:3.17e+06 wall_t:2139 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8177 +2026-01-07 15:23:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3849.00 total_reward_ma:3746.24 loss:0.003963 fps:1483 +frame:3.18e+06 wall_t:2144 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.748 +2026-01-07 15:23:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.70 total_reward_ma:3748.97 loss:-0.0002174 fps:1484 +frame:3.19e+06 wall_t:2149 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.7308 +2026-01-07 15:23:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3889.80 total_reward_ma:3752.38 loss:0.01645 fps:1486 +frame:3.20e+06 wall_t:2154 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8422 +2026-01-07 15:23:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3832.90 total_reward_ma:3755.20 loss:-0.004368 fps:1486 +frame:3.21e+06 wall_t:2160 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.7143 +2026-01-07 15:23:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3876.30 total_reward_ma:3758.24 loss:0.0009003 fps:1487 +frame:3.22e+06 wall_t:2165 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.782 +2026-01-07 15:23:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.70 total_reward_ma:3761.09 loss:0.009507 fps:1488 +frame:3.23e+06 wall_t:2170 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6291 +2026-01-07 15:23:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.00 total_reward_ma:3763.72 loss:0.006771 fps:1490 +frame:3.24e+06 wall_t:2175 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.7916 +2026-01-07 15:24:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3879.90 total_reward_ma:3765.99 loss:0.02202 fps:1491 +frame:3.25e+06 wall_t:2180 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.7548 +2026-01-07 15:24:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3830.70 total_reward_ma:3768.25 loss:-0.006342 fps:1492 +frame:3.26e+06 wall_t:2185 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.7498 +2026-01-07 15:24:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3818.10 total_reward_ma:3769.67 loss:-0.005021 fps:1492 +frame:3.27e+06 wall_t:2192 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.6807 +2026-01-07 15:24:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3803.00 total_reward_ma:3770.37 loss:-0.002591 fps:1492 +frame:3.28e+06 wall_t:2198 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.7378 +2026-01-07 15:24:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3803.80 total_reward_ma:3771.29 loss:-0.004485 fps:1493 +frame:3.29e+06 wall_t:2204 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.815 +2026-01-07 15:24:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3794.30 total_reward_ma:3772.49 loss:0.01185 fps:1494 +frame:3.30e+06 wall_t:2209 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8004 +2026-01-07 15:24:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3769.40 total_reward_ma:3774.23 loss:-0.001997 fps:1495 +frame:3.31e+06 wall_t:2214 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.6975 +2026-01-07 15:24:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3740.00 total_reward_ma:3775.40 loss:0.006115 fps:1495 +frame:3.32e+06 wall_t:2220 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.7909 +2026-01-07 15:24:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3730.00 total_reward_ma:3775.90 loss:0.005665 fps:1497 +frame:3.33e+06 wall_t:2225 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.6963 +2026-01-07 15:24:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3797.80 total_reward_ma:3776.38 loss:0.001695 fps:1498 +frame:3.34e+06 wall_t:2230 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8115 +2026-01-07 15:24:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3816.80 total_reward_ma:3777.45 loss:-0.005208 fps:1498 +frame:3.35e+06 wall_t:2237 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.7453 +2026-01-07 15:25:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3868.70 total_reward_ma:3779.18 loss:0.005897 fps:1499 +frame:3.36e+06 wall_t:2242 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.7272 +2026-01-07 15:25:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.00 total_reward_ma:3781.56 loss:-0.008358 fps:1498 +frame:3.37e+06 wall_t:2249 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.7517 +2026-01-07 15:25:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3882.90 total_reward_ma:3784.61 loss:-0.007483 fps:1500 +frame:3.38e+06 wall_t:2254 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.7666 +2026-01-07 15:25:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3766.10 total_reward_ma:3786.42 loss:0.003508 fps:1500 +frame:3.39e+06 wall_t:2260 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.6499 +2026-01-07 15:25:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3794.60 total_reward_ma:3788.23 loss:0.01307 fps:1501 +frame:3.40e+06 wall_t:2265 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.834 +2026-01-07 15:25:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3729.60 total_reward_ma:3788.99 loss:0.02366 fps:1502 +frame:3.41e+06 wall_t:2271 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.7634 +2026-01-07 15:25:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3774.00 total_reward_ma:3790.39 loss:-0.00245 fps:1502 +frame:3.42e+06 wall_t:2277 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.7399 +2026-01-07 15:25:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3811.90 total_reward_ma:3791.31 loss:-0.00528 fps:1503 +frame:3.43e+06 wall_t:2282 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.765 +2026-01-07 15:25:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.40 total_reward_ma:3792.78 loss:0.00705 fps:1503 +frame:3.44e+06 wall_t:2288 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.7866 +2026-01-07 15:25:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3851.40 total_reward_ma:3793.47 loss:0.01027 fps:1505 +frame:3.45e+06 wall_t:2293 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.6784 +2026-01-07 15:26:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3794.70 total_reward_ma:3793.95 loss:0.003029 fps:1506 +frame:3.46e+06 wall_t:2298 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.8601 +2026-01-07 15:26:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3781.60 total_reward_ma:3794.88 loss:-0.006375 fps:1507 +frame:3.47e+06 wall_t:2303 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.7997 +2026-01-07 15:26:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3807.30 total_reward_ma:3795.73 loss:0.005826 fps:1507 +frame:3.48e+06 wall_t:2309 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.7565 +2026-01-07 15:26:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3920.70 total_reward_ma:3797.89 loss:-0.002273 fps:1508 +frame:3.49e+06 wall_t:2314 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.8697 +2026-01-07 15:26:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3944.20 total_reward_ma:3800.57 loss:0.01142 fps:1510 +frame:3.50e+06 wall_t:2318 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8598 +2026-01-07 15:26:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3999.70 total_reward_ma:3803.94 loss:0.01306 fps:1511 +frame:3.51e+06 wall_t:2323 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.8371 +2026-01-07 15:26:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3895.70 total_reward_ma:3806.10 loss:0.0003462 fps:1511 +frame:3.52e+06 wall_t:2329 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.7558 +2026-01-07 15:26:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3948.10 total_reward_ma:3808.84 loss:0.006479 fps:1512 +frame:3.53e+06 wall_t:2334 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6725 +2026-01-07 15:26:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3845.50 total_reward_ma:3810.24 loss:-0.003586 fps:1513 +frame:3.54e+06 wall_t:2339 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.7203 +2026-01-07 15:26:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3837.50 total_reward_ma:3811.67 loss:-0.005191 fps:1515 +frame:3.55e+06 wall_t:2344 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.7449 +2026-01-07 15:26:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3894.00 total_reward_ma:3813.73 loss:-0.005507 fps:1516 +frame:3.56e+06 wall_t:2349 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.7885 +2026-01-07 15:26:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3867.70 total_reward_ma:3814.96 loss:0.01021 fps:1517 +frame:3.57e+06 wall_t:2354 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.779 +2026-01-07 15:27:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.60 total_reward_ma:3814.93 loss:0.003909 fps:1518 +frame:3.58e+06 wall_t:2359 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.7243 +2026-01-07 15:27:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3791.60 total_reward_ma:3814.04 loss:-0.005145 fps:1519 +frame:3.59e+06 wall_t:2364 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.7896 +2026-01-07 15:27:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3814.20 total_reward_ma:3813.35 loss:-0.003602 fps:1520 +frame:3.60e+06 wall_t:2369 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8174 +2026-01-07 15:27:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3835.50 total_reward_ma:3814.27 loss:-0.002405 fps:1520 +frame:3.61e+06 wall_t:2375 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.741 +2026-01-07 15:27:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3889.20 total_reward_ma:3815.36 loss:0.01001 fps:1521 +frame:3.62e+06 wall_t:2380 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.709 +2026-01-07 15:27:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.20 total_reward_ma:3817.37 loss:0.0006179 fps:1522 +frame:3.63e+06 wall_t:2385 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8304 +2026-01-07 15:27:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3911.30 total_reward_ma:3819.29 loss:-0.001949 fps:1523 +frame:3.64e+06 wall_t:2390 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8194 +2026-01-07 15:27:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3827.80 total_reward_ma:3820.99 loss:0.002461 fps:1524 +frame:3.65e+06 wall_t:2395 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.7278 +2026-01-07 15:27:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3854.60 total_reward_ma:3822.72 loss:-0.004847 fps:1524 +frame:3.66e+06 wall_t:2401 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9032 +2026-01-07 15:27:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3863.40 total_reward_ma:3824.44 loss:0.003684 fps:1526 +frame:3.67e+06 wall_t:2405 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8299 +2026-01-07 15:27:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3898.10 total_reward_ma:3825.70 loss:0.007979 fps:1527 +frame:3.68e+06 wall_t:2410 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6792 +2026-01-07 15:27:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3906.20 total_reward_ma:3826.93 loss:-0.001313 fps:1527 +frame:3.69e+06 wall_t:2416 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6918 +2026-01-07 15:28:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3907.20 total_reward_ma:3828.48 loss:0.01195 fps:1528 +frame:3.70e+06 wall_t:2421 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.7225 +2026-01-07 15:28:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3956.10 total_reward_ma:3830.36 loss:-0.005208 fps:1529 +frame:3.71e+06 wall_t:2426 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.7321 +2026-01-07 15:28:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3925.40 total_reward_ma:3832.36 loss:-0.0002792 fps:1530 +frame:3.72e+06 wall_t:2431 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6169 +2026-01-07 15:28:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3895.20 total_reward_ma:3833.23 loss:0.00147 fps:1531 +frame:3.73e+06 wall_t:2436 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6798 +2026-01-07 15:28:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3951.90 total_reward_ma:3834.32 loss:-0.001776 fps:1532 +frame:3.74e+06 wall_t:2442 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6497 +2026-01-07 15:28:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.40 total_reward_ma:3834.80 loss:-0.004849 fps:1532 +frame:3.75e+06 wall_t:2447 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.7058 +2026-01-07 15:28:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4001.20 total_reward_ma:3836.19 loss:0.001089 fps:1533 +frame:3.76e+06 wall_t:2452 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7368 +2026-01-07 15:28:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3995.70 total_reward_ma:3838.17 loss:1.032e-07 fps:1534 +frame:3.77e+06 wall_t:2458 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6286 +2026-01-07 15:28:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3991.00 total_reward_ma:3841.12 loss:0.007023 fps:1534 +frame:3.78e+06 wall_t:2464 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.7142 +2026-01-07 15:28:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3932.60 total_reward_ma:3843.02 loss:-0.001338 fps:1534 +frame:3.79e+06 wall_t:2470 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.61 +2026-01-07 15:28:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.40 total_reward_ma:3844.68 loss:-0.00409 fps:1535 +frame:3.80e+06 wall_t:2476 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.6958 +2026-01-07 15:29:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3936.70 total_reward_ma:3846.15 loss:0.0001795 fps:1536 +frame:3.81e+06 wall_t:2481 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.7252 +2026-01-07 15:29:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3966.20 total_reward_ma:3847.85 loss:0.003355 fps:1537 +frame:3.82e+06 wall_t:2486 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.7663 +2026-01-07 15:29:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3985.80 total_reward_ma:3849.63 loss:0.004421 fps:1537 +frame:3.83e+06 wall_t:2492 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6475 +2026-01-07 15:29:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3970.20 total_reward_ma:3851.25 loss:-0.008208 fps:1538 +frame:3.84e+06 wall_t:2497 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.7637 +2026-01-07 15:29:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3953.10 total_reward_ma:3853.31 loss:-0.001676 fps:1539 +frame:3.85e+06 wall_t:2501 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.7005 +2026-01-07 15:29:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.20 total_reward_ma:3854.89 loss:0.006955 fps:1540 +frame:3.86e+06 wall_t:2506 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.8423 +2026-01-07 15:29:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.70 total_reward_ma:3855.95 loss:-0.003986 fps:1541 +frame:3.87e+06 wall_t:2512 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.6879 +2026-01-07 15:29:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.20 total_reward_ma:3856.67 loss:0.002475 fps:1542 +frame:3.88e+06 wall_t:2517 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6442 +2026-01-07 15:29:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3972.60 total_reward_ma:3858.12 loss:0.003889 fps:1542 +frame:3.89e+06 wall_t:2522 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.673 +2026-01-07 15:29:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3966.80 total_reward_ma:3859.26 loss:-0.0004728 fps:1543 +frame:3.90e+06 wall_t:2527 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.7216 +2026-01-07 15:29:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4000.90 total_reward_ma:3860.60 loss:-2.282e-05 fps:1544 +frame:3.91e+06 wall_t:2533 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.6534 +2026-01-07 15:30:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3985.60 total_reward_ma:3861.29 loss:0.005069 fps:1545 +frame:3.92e+06 wall_t:2538 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6962 +2026-01-07 15:30:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4015.40 total_reward_ma:3862.86 loss:-0.006339 fps:1545 +frame:3.93e+06 wall_t:2543 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6816 +2026-01-07 15:30:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4017.30 total_reward_ma:3865.26 loss:-0.0005621 fps:1546 +frame:3.94e+06 wall_t:2548 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7389 +2026-01-07 15:30:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3956.20 total_reward_ma:3867.88 loss:-0.007041 fps:1547 +frame:3.95e+06 wall_t:2553 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6716 +2026-01-07 15:30:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3894.00 total_reward_ma:3870.26 loss:-0.001628 fps:1548 +frame:3.96e+06 wall_t:2558 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.6609 +2026-01-07 15:30:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3833.40 total_reward_ma:3871.64 loss:-0.007461 fps:1548 +frame:3.97e+06 wall_t:2564 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.6683 +2026-01-07 15:30:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3909.10 total_reward_ma:3873.65 loss:0.004607 fps:1549 +frame:3.98e+06 wall_t:2569 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.6489 +2026-01-07 15:30:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.80 total_reward_ma:3874.91 loss:-0.005341 fps:1550 +frame:3.99e+06 wall_t:2574 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6829 +2026-01-07 15:30:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3983.50 total_reward_ma:3876.59 loss:-0.003562 fps:1551 +frame:4.00e+06 wall_t:2579 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.709 +2026-01-07 15:30:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.90 total_reward_ma:3877.19 loss:-0.0001503 fps:1552 +frame:4.01e+06 wall_t:2584 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6167 +2026-01-07 15:30:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3869.30 total_reward_ma:3877.58 loss:0.005504 fps:1553 +frame:4.02e+06 wall_t:2589 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.7231 +2026-01-07 15:30:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.30 total_reward_ma:3878.46 loss:0.01139 fps:1553 +frame:4.03e+06 wall_t:2595 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.6835 +2026-01-07 15:31:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3961.90 total_reward_ma:3879.71 loss:-0.00798 fps:1554 +frame:4.04e+06 wall_t:2600 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6753 +2026-01-07 15:31:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3956.00 total_reward_ma:3880.60 loss:0.01713 fps:1555 +frame:4.05e+06 wall_t:2605 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.5807 +2026-01-07 15:31:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.20 total_reward_ma:3881.29 loss:0.002142 fps:1556 +frame:4.06e+06 wall_t:2610 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.7439 +2026-01-07 15:31:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3908.00 total_reward_ma:3882.08 loss:-0.004391 fps:1556 +frame:4.07e+06 wall_t:2616 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.7656 +2026-01-07 15:31:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3956.10 total_reward_ma:3883.42 loss:0.001416 fps:1557 +frame:4.08e+06 wall_t:2621 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6919 +2026-01-07 15:31:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3963.50 total_reward_ma:3884.11 loss:-0.008448 fps:1557 +frame:4.09e+06 wall_t:2627 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.6654 +2026-01-07 15:31:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4017.30 total_reward_ma:3885.64 loss:-0.008857 fps:1558 +frame:4.10e+06 wall_t:2632 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6633 +2026-01-07 15:31:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3997.70 total_reward_ma:3887.51 loss:-0.001627 fps:1558 +frame:4.11e+06 wall_t:2638 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6732 +2026-01-07 15:31:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3945.20 total_reward_ma:3889.88 loss:0.003672 fps:1558 +frame:4.12e+06 wall_t:2645 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.645 +2026-01-07 15:31:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3907.90 total_reward_ma:3891.75 loss:-0.007047 fps:1558 +frame:4.13e+06 wall_t:2651 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7421 +2026-01-07 15:31:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3902.10 total_reward_ma:3893.13 loss:-0.002505 fps:1559 +frame:4.14e+06 wall_t:2656 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.6712 +2026-01-07 15:32:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3936.10 total_reward_ma:3893.33 loss:-0.00854 fps:1559 +frame:4.15e+06 wall_t:2662 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7633 +2026-01-07 15:32:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.40 total_reward_ma:3893.13 loss:0.009066 fps:1560 +frame:4.16e+06 wall_t:2667 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5801 +2026-01-07 15:32:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3928.40 total_reward_ma:3893.38 loss:-0.009491 fps:1561 +frame:4.17e+06 wall_t:2672 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7417 +2026-01-07 15:32:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3893.60 total_reward_ma:3893.83 loss:-0.003095 fps:1561 +frame:4.18e+06 wall_t:2678 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6499 +2026-01-07 15:32:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3949.10 total_reward_ma:3894.69 loss:-0.001946 fps:1561 +frame:4.19e+06 wall_t:2684 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.7029 +2026-01-07 15:32:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3947.40 total_reward_ma:3895.27 loss:-0.007093 fps:1561 +frame:4.20e+06 wall_t:2690 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.6744 +2026-01-07 15:32:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3970.10 total_reward_ma:3896.64 loss:0.0001319 fps:1562 +frame:4.21e+06 wall_t:2695 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6213 +2026-01-07 15:32:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3983.40 total_reward_ma:3897.71 loss:-0.005422 fps:1563 +frame:4.22e+06 wall_t:2700 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.6628 +2026-01-07 15:32:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.90 total_reward_ma:3897.86 loss:-0.006121 fps:1564 +frame:4.23e+06 wall_t:2705 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6915 +2026-01-07 15:32:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3936.50 total_reward_ma:3898.13 loss:-0.0002879 fps:1565 +frame:4.24e+06 wall_t:2710 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.6799 +2026-01-07 15:32:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3923.50 total_reward_ma:3898.56 loss:-0.005025 fps:1565 +frame:4.25e+06 wall_t:2716 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.693 +2026-01-07 15:33:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3878.50 total_reward_ma:3899.04 loss:-0.004362 fps:1566 +frame:4.26e+06 wall_t:2721 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.7044 +2026-01-07 15:33:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3829.00 total_reward_ma:3899.15 loss:-0.009324 fps:1566 +frame:4.27e+06 wall_t:2726 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.7248 +2026-01-07 15:33:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3818.00 total_reward_ma:3899.30 loss:-0.001518 fps:1567 +frame:4.28e+06 wall_t:2732 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.6592 +2026-01-07 15:33:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.70 total_reward_ma:3900.32 loss:-0.003083 fps:1567 +frame:4.29e+06 wall_t:2737 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6641 +2026-01-07 15:33:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.70 total_reward_ma:3901.15 loss:0.003765 fps:1568 +frame:4.30e+06 wall_t:2743 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.5472 +2026-01-07 15:33:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.20 total_reward_ma:3902.61 loss:-0.001281 fps:1568 +frame:4.31e+06 wall_t:2748 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.7648 +2026-01-07 15:33:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3976.90 total_reward_ma:3904.98 loss:-1.078e-05 fps:1569 +frame:4.32e+06 wall_t:2754 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.6703 +2026-01-07 15:33:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4032.00 total_reward_ma:3908.00 loss:-0.005983 fps:1569 +frame:4.33e+06 wall_t:2759 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.6372 +2026-01-07 15:33:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.40 total_reward_ma:3909.19 loss:0.01079 fps:1570 +frame:4.34e+06 wall_t:2765 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7664 +2026-01-07 15:33:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3922.70 total_reward_ma:3910.25 loss:-0.009626 fps:1570 +frame:4.35e+06 wall_t:2770 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7595 +2026-01-07 15:33:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3949.90 total_reward_ma:3911.06 loss:7.232e-05 fps:1571 +frame:4.36e+06 wall_t:2775 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6148 +2026-01-07 15:34:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.90 total_reward_ma:3911.51 loss:0.002574 fps:1571 +frame:4.37e+06 wall_t:2781 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.6825 +2026-01-07 15:34:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3918.60 total_reward_ma:3911.86 loss:-0.007336 fps:1572 +frame:4.38e+06 wall_t:2787 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7466 +2026-01-07 15:34:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3875.10 total_reward_ma:3912.96 loss:-0.004647 fps:1572 +frame:4.39e+06 wall_t:2793 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6312 +2026-01-07 15:34:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3863.20 total_reward_ma:3913.64 loss:0.00413 fps:1573 +frame:4.40e+06 wall_t:2798 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.7123 +2026-01-07 15:34:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3871.70 total_reward_ma:3915.06 loss:0.0023 fps:1573 +frame:4.41e+06 wall_t:2803 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6639 +2026-01-07 15:34:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3920.60 total_reward_ma:3916.53 loss:0.01972 fps:1574 +frame:4.42e+06 wall_t:2809 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7153 +2026-01-07 15:34:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3957.90 total_reward_ma:3917.99 loss:-0.002047 fps:1574 +frame:4.43e+06 wall_t:2814 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.6832 +2026-01-07 15:34:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3986.40 total_reward_ma:3919.24 loss:-0.001787 fps:1574 +frame:4.44e+06 wall_t:2820 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.6937 +2026-01-07 15:34:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3990.20 total_reward_ma:3920.63 loss:-0.003154 fps:1575 +frame:4.45e+06 wall_t:2826 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.6542 +2026-01-07 15:34:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3918.30 total_reward_ma:3921.86 loss:-0.00426 fps:1575 +frame:4.46e+06 wall_t:2831 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7134 +2026-01-07 15:34:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.20 total_reward_ma:3922.82 loss:4.299e-06 fps:1576 +frame:4.47e+06 wall_t:2836 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.664 +2026-01-07 15:35:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3852.90 total_reward_ma:3923.27 loss:-0.007606 fps:1576 +frame:4.48e+06 wall_t:2842 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7556 +2026-01-07 15:35:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3802.50 total_reward_ma:3922.09 loss:0.005667 fps:1577 +frame:4.49e+06 wall_t:2848 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.7066 +2026-01-07 15:35:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3766.40 total_reward_ma:3920.31 loss:-0.005073 fps:1577 +frame:4.50e+06 wall_t:2853 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6628 +2026-01-07 15:35:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3851.90 total_reward_ma:3918.84 loss:-0.002715 fps:1578 +frame:4.51e+06 wall_t:2858 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.7961 +2026-01-07 15:35:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3845.40 total_reward_ma:3918.33 loss:-0.004862 fps:1579 +frame:4.52e+06 wall_t:2863 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.7665 +2026-01-07 15:35:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3871.60 total_reward_ma:3917.57 loss:-0.00744 fps:1579 +frame:4.53e+06 wall_t:2868 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.7736 +2026-01-07 15:35:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3797.50 total_reward_ma:3917.09 loss:-0.003152 fps:1580 +frame:4.54e+06 wall_t:2873 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6973 +2026-01-07 15:35:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3822.10 total_reward_ma:3916.93 loss:-0.008589 fps:1580 +frame:4.55e+06 wall_t:2879 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.7239 +2026-01-07 15:35:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.40 total_reward_ma:3917.04 loss:-0.004865 fps:1581 +frame:4.56e+06 wall_t:2884 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.7378 +2026-01-07 15:35:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.00 total_reward_ma:3917.35 loss:-0.003082 fps:1582 +frame:4.57e+06 wall_t:2889 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7096 +2026-01-07 15:35:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3872.90 total_reward_ma:3917.50 loss:-0.0005982 fps:1582 +frame:4.58e+06 wall_t:2895 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8135 +2026-01-07 15:36:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3873.90 total_reward_ma:3918.33 loss:-0.005896 fps:1583 +frame:4.59e+06 wall_t:2900 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.6184 +2026-01-07 15:36:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3850.50 total_reward_ma:3918.69 loss:-0.008325 fps:1583 +frame:4.60e+06 wall_t:2905 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7897 +2026-01-07 15:36:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3799.60 total_reward_ma:3918.33 loss:-0.01071 fps:1584 +frame:4.61e+06 wall_t:2911 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.7818 +2026-01-07 15:36:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3817.70 total_reward_ma:3917.62 loss:0.004009 fps:1584 +frame:4.62e+06 wall_t:2917 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.6828 +2026-01-07 15:36:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3803.10 total_reward_ma:3916.43 loss:-0.004761 fps:1585 +frame:4.63e+06 wall_t:2922 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7806 +2026-01-07 15:36:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3829.90 total_reward_ma:3915.62 loss:0.000424 fps:1585 +frame:4.64e+06 wall_t:2928 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5478 +2026-01-07 15:36:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.20 total_reward_ma:3915.95 loss:0.00583 fps:1585 +frame:4.65e+06 wall_t:2933 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.7137 +2026-01-07 15:36:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.20 total_reward_ma:3916.76 loss:-0.006064 fps:1586 +frame:4.66e+06 wall_t:2939 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.74 +2026-01-07 15:36:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3992.50 total_reward_ma:3918.05 loss:-0.004805 fps:1586 +frame:4.67e+06 wall_t:2944 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.6606 +2026-01-07 15:36:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3973.40 total_reward_ma:3918.80 loss:0.0006528 fps:1586 +frame:4.68e+06 wall_t:2950 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.746 +2026-01-07 15:36:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3979.60 total_reward_ma:3919.54 loss:-0.001831 fps:1587 +frame:4.69e+06 wall_t:2956 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6296 +2026-01-07 15:37:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3950.20 total_reward_ma:3919.97 loss:-0.001968 fps:1587 +frame:4.70e+06 wall_t:2961 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.6549 +2026-01-07 15:37:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3954.00 total_reward_ma:3919.95 loss:-0.002664 fps:1588 +frame:4.71e+06 wall_t:2966 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.6574 +2026-01-07 15:37:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3959.40 total_reward_ma:3920.29 loss:-0.009562 fps:1589 +frame:4.72e+06 wall_t:2971 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7303 +2026-01-07 15:37:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3957.00 total_reward_ma:3920.91 loss:-0.008191 fps:1590 +frame:4.73e+06 wall_t:2975 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.678 +2026-01-07 15:37:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4060.80 total_reward_ma:3922.00 loss:-0.00211 fps:1591 +frame:4.74e+06 wall_t:2980 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.6512 +2026-01-07 15:37:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4058.20 total_reward_ma:3923.27 loss:-0.002999 fps:1591 +frame:4.75e+06 wall_t:2986 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7708 +2026-01-07 15:37:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4048.60 total_reward_ma:3923.75 loss:0.0009427 fps:1591 +frame:4.76e+06 wall_t:2991 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.6365 +2026-01-07 15:37:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4003.00 total_reward_ma:3923.82 loss:0.007291 fps:1592 +frame:4.77e+06 wall_t:2996 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6888 +2026-01-07 15:37:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4030.00 total_reward_ma:3924.21 loss:-0.004338 fps:1593 +frame:4.78e+06 wall_t:3001 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.6661 +2026-01-07 15:37:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4006.40 total_reward_ma:3924.95 loss:-0.01326 fps:1593 +frame:4.79e+06 wall_t:3007 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7596 +2026-01-07 15:37:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4004.10 total_reward_ma:3925.69 loss:-0.006621 fps:1594 +frame:4.80e+06 wall_t:3012 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.6866 +2026-01-07 15:38:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4001.60 total_reward_ma:3926.33 loss:-0.001942 fps:1594 +frame:4.81e+06 wall_t:3017 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.7366 +2026-01-07 15:38:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4010.00 total_reward_ma:3926.77 loss:-0.005449 fps:1594 +frame:4.82e+06 wall_t:3023 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.5491 +2026-01-07 15:38:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4008.10 total_reward_ma:3926.99 loss:-0.007391 fps:1595 +frame:4.83e+06 wall_t:3028 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.6699 +2026-01-07 15:38:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4031.30 total_reward_ma:3927.61 loss:-0.006032 fps:1596 +frame:4.84e+06 wall_t:3033 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.6993 +2026-01-07 15:38:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4014.80 total_reward_ma:3928.22 loss:0.001948 fps:1596 +frame:4.85e+06 wall_t:3038 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.7038 +2026-01-07 15:38:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3950.50 total_reward_ma:3928.73 loss:0.0004601 fps:1597 +frame:4.86e+06 wall_t:3043 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.6368 +2026-01-07 15:38:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3941.50 total_reward_ma:3929.30 loss:-0.002021 fps:1598 +frame:4.87e+06 wall_t:3047 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.7071 +2026-01-07 15:38:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4024.30 total_reward_ma:3930.51 loss:-0.01254 fps:1599 +frame:4.88e+06 wall_t:3052 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6789 +2026-01-07 15:38:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4000.30 total_reward_ma:3930.78 loss:-0.002435 fps:1599 +frame:4.89e+06 wall_t:3058 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.602 +2026-01-07 15:38:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3967.30 total_reward_ma:3930.79 loss:-0.006974 fps:1600 +frame:4.90e+06 wall_t:3063 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.7077 +2026-01-07 15:38:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3955.00 total_reward_ma:3930.33 loss:-0.001742 fps:1600 +frame:4.91e+06 wall_t:3068 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.6748 +2026-01-07 15:38:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3984.00 total_reward_ma:3930.31 loss:-0.003666 fps:1601 +frame:4.92e+06 wall_t:3073 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.6998 +2026-01-07 15:39:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.70 total_reward_ma:3929.51 loss:-0.004651 fps:1602 +frame:4.93e+06 wall_t:3078 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.5648 +2026-01-07 15:39:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3939.20 total_reward_ma:3928.73 loss:0.0007319 fps:1602 +frame:4.94e+06 wall_t:3084 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.6769 +2026-01-07 15:39:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.00 total_reward_ma:3928.27 loss:-0.006827 fps:1602 +frame:4.95e+06 wall_t:3089 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.699 +2026-01-07 15:39:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3940.90 total_reward_ma:3928.74 loss:-0.007149 fps:1603 +frame:4.96e+06 wall_t:3094 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7088 +2026-01-07 15:39:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3956.70 total_reward_ma:3929.97 loss:-0.007653 fps:1604 +frame:4.97e+06 wall_t:3099 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7252 +2026-01-07 15:39:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3901.40 total_reward_ma:3929.90 loss:-0.0008947 fps:1604 +frame:4.98e+06 wall_t:3105 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6738 +2026-01-07 15:39:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.50 total_reward_ma:3929.98 loss:-0.003401 fps:1604 +frame:4.99e+06 wall_t:3111 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6342 +2026-01-07 15:39:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.70 total_reward_ma:3929.46 loss:-0.006629 fps:1605 +frame:5.00e+06 wall_t:3116 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.8218 +2026-01-07 15:39:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3990.20 total_reward_ma:3930.05 loss:-0.005928 fps:1605 +frame:5.01e+06 wall_t:3121 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5687 +2026-01-07 15:39:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3986.70 total_reward_ma:3931.22 loss:-0.006151 fps:1605 +frame:5.02e+06 wall_t:3127 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.7458 +2026-01-07 15:39:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3959.70 total_reward_ma:3931.55 loss:0.001198 fps:1606 +frame:5.03e+06 wall_t:3132 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6891 +2026-01-07 15:39:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4026.90 total_reward_ma:3932.20 loss:-0.0004759 fps:1607 +frame:5.04e+06 wall_t:3137 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.6179 +2026-01-07 15:40:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4000.00 total_reward_ma:3932.64 loss:-0.01022 fps:1607 +frame:5.05e+06 wall_t:3142 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7863 +2026-01-07 15:40:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4051.30 total_reward_ma:3933.88 loss:-0.002415 fps:1608 +frame:5.06e+06 wall_t:3147 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5977 +2026-01-07 15:40:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4058.50 total_reward_ma:3935.38 loss:-0.009578 fps:1609 +frame:5.07e+06 wall_t:3152 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.8243 +2026-01-07 15:40:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4094.50 total_reward_ma:3936.77 loss:-0.008385 fps:1609 +frame:5.08e+06 wall_t:3157 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.6991 +2026-01-07 15:40:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3976.50 total_reward_ma:3936.90 loss:-0.006971 fps:1610 +frame:5.09e+06 wall_t:3162 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.6759 +2026-01-07 15:40:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3953.70 total_reward_ma:3936.26 loss:-0.001471 fps:1610 +frame:5.10e+06 wall_t:3167 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5723 +2026-01-07 15:40:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.70 total_reward_ma:3935.28 loss:-0.00992 fps:1611 +frame:5.11e+06 wall_t:3172 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7587 +2026-01-07 15:40:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3943.00 total_reward_ma:3935.26 loss:-0.007617 fps:1612 +frame:5.12e+06 wall_t:3177 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6098 +2026-01-07 15:40:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3946.20 total_reward_ma:3935.64 loss:0.004565 fps:1612 +frame:5.13e+06 wall_t:3182 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6544 +2026-01-07 15:40:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4005.40 total_reward_ma:3936.67 loss:0.001236 fps:1613 +frame:5.14e+06 wall_t:3187 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7298 +2026-01-07 15:40:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3968.40 total_reward_ma:3937.00 loss:-0.008711 fps:1613 +frame:5.15e+06 wall_t:3193 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7002 +2026-01-07 15:41:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3986.50 total_reward_ma:3937.87 loss:-0.007862 fps:1614 +frame:5.16e+06 wall_t:3198 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6259 +2026-01-07 15:41:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4037.10 total_reward_ma:3938.96 loss:-0.003018 fps:1614 +frame:5.17e+06 wall_t:3203 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7356 +2026-01-07 15:41:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4092.80 total_reward_ma:3940.95 loss:-0.01137 fps:1614 +frame:5.18e+06 wall_t:3209 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.7693 +2026-01-07 15:41:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4033.30 total_reward_ma:3941.79 loss:-0.003403 fps:1615 +frame:5.19e+06 wall_t:3214 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.6004 +2026-01-07 15:41:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3978.70 total_reward_ma:3942.10 loss:-0.002083 fps:1615 +frame:5.20e+06 wall_t:3219 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.6788 +2026-01-07 15:41:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3946.70 total_reward_ma:3941.87 loss:-0.004909 fps:1616 +frame:5.21e+06 wall_t:3224 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.6945 +2026-01-07 15:41:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.70 total_reward_ma:3941.39 loss:-0.009625 fps:1617 +frame:5.22e+06 wall_t:3229 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.7189 +2026-01-07 15:41:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3918.50 total_reward_ma:3941.42 loss:-0.005591 fps:1617 +frame:5.23e+06 wall_t:3235 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.7594 +2026-01-07 15:41:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3987.40 total_reward_ma:3941.93 loss:-0.008766 fps:1617 +frame:5.24e+06 wall_t:3240 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.6537 +2026-01-07 15:41:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3940.50 total_reward_ma:3942.10 loss:-0.004622 fps:1618 +frame:5.25e+06 wall_t:3245 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.7231 +2026-01-07 15:41:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4019.50 total_reward_ma:3943.51 loss:-0.007821 fps:1618 +frame:5.26e+06 wall_t:3250 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.6321 +2026-01-07 15:41:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3977.50 total_reward_ma:3944.99 loss:-0.001697 fps:1619 +frame:5.27e+06 wall_t:3255 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.6955 +2026-01-07 15:42:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4021.50 total_reward_ma:3947.03 loss:-0.005227 fps:1619 +frame:5.28e+06 wall_t:3261 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.6811 +2026-01-07 15:42:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3906.00 total_reward_ma:3947.03 loss:-0.008103 fps:1620 +frame:5.29e+06 wall_t:3266 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.641 +2026-01-07 15:42:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3864.50 total_reward_ma:3946.90 loss:-0.005249 fps:1621 +frame:5.30e+06 wall_t:3270 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.6552 +2026-01-07 15:42:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3890.10 total_reward_ma:3946.65 loss:-0.004223 fps:1621 +frame:5.31e+06 wall_t:3276 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.6683 +2026-01-07 15:42:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3917.70 total_reward_ma:3946.05 loss:-0.01013 fps:1621 +frame:5.32e+06 wall_t:3282 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.6692 +2026-01-07 15:42:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.90 total_reward_ma:3945.01 loss:0.00268 fps:1621 +frame:5.33e+06 wall_t:3288 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6811 +2026-01-07 15:42:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.30 total_reward_ma:3944.46 loss:-0.008595 fps:1622 +frame:5.34e+06 wall_t:3293 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.69 +2026-01-07 15:42:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.40 total_reward_ma:3944.51 loss:-0.00596 fps:1622 +frame:5.35e+06 wall_t:3298 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.645 +2026-01-07 15:42:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3984.00 total_reward_ma:3944.85 loss:-0.007679 fps:1623 +frame:5.36e+06 wall_t:3303 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.6832 +2026-01-07 15:42:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3965.00 total_reward_ma:3945.28 loss:-0.00856 fps:1623 +frame:5.37e+06 wall_t:3308 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7233 +2026-01-07 15:42:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3931.00 total_reward_ma:3945.41 loss:-0.003888 fps:1624 +frame:5.38e+06 wall_t:3313 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.8144 +2026-01-07 15:43:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3924.50 total_reward_ma:3945.90 loss:-0.008744 fps:1624 +frame:5.39e+06 wall_t:3319 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6557 +2026-01-07 15:43:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3975.20 total_reward_ma:3947.02 loss:-0.008204 fps:1625 +frame:5.40e+06 wall_t:3324 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.771 +2026-01-07 15:43:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3965.20 total_reward_ma:3947.95 loss:-0.009336 fps:1625 +frame:5.41e+06 wall_t:3330 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.6138 +2026-01-07 15:43:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4008.70 total_reward_ma:3948.84 loss:-0.009868 fps:1625 +frame:5.42e+06 wall_t:3335 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7139 +2026-01-07 15:43:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.20 total_reward_ma:3948.42 loss:0.001353 fps:1626 +frame:5.43e+06 wall_t:3340 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.6662 +2026-01-07 15:43:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.80 total_reward_ma:3947.33 loss:-0.004054 fps:1626 +frame:5.44e+06 wall_t:3345 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7303 +2026-01-07 15:43:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3880.60 total_reward_ma:3946.24 loss:-0.006412 fps:1627 +frame:5.45e+06 wall_t:3350 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.7198 +2026-01-07 15:43:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3924.10 total_reward_ma:3946.29 loss:-0.007543 fps:1627 +frame:5.46e+06 wall_t:3355 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6809 +2026-01-07 15:43:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3984.50 total_reward_ma:3947.37 loss:-0.007046 fps:1628 +frame:5.47e+06 wall_t:3360 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.7129 +2026-01-07 15:43:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3939.50 total_reward_ma:3948.23 loss:0.0004234 fps:1629 +frame:5.48e+06 wall_t:3365 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6507 +2026-01-07 15:43:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3990.00 total_reward_ma:3950.11 loss:-0.00459 fps:1629 +frame:5.49e+06 wall_t:3371 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.6157 +2026-01-07 15:43:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3950.00 total_reward_ma:3951.95 loss:-0.007663 fps:1629 +frame:5.50e+06 wall_t:3376 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.7039 +2026-01-07 15:44:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3984.50 total_reward_ma:3953.27 loss:-0.007889 fps:1630 +frame:5.51e+06 wall_t:3381 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.6855 +2026-01-07 15:44:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3957.50 total_reward_ma:3954.39 loss:-0.008039 fps:1630 +frame:5.52e+06 wall_t:3386 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.6978 +2026-01-07 15:44:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4014.00 total_reward_ma:3955.82 loss:0.0004118 fps:1631 +frame:5.53e+06 wall_t:3391 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.6389 +2026-01-07 15:44:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3952.00 total_reward_ma:3957.36 loss:-0.003419 fps:1631 +frame:5.54e+06 wall_t:3396 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.6519 +2026-01-07 15:44:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.70 total_reward_ma:3958.42 loss:-9.112e-05 fps:1632 +frame:5.55e+06 wall_t:3401 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.7053 +2026-01-07 15:44:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3848.70 total_reward_ma:3957.86 loss:-0.004225 fps:1632 +frame:5.56e+06 wall_t:3406 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5569 +2026-01-07 15:44:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.70 total_reward_ma:3957.87 loss:-0.01052 fps:1633 +frame:5.57e+06 wall_t:3411 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6629 +2026-01-07 15:44:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3863.10 total_reward_ma:3957.77 loss:-0.006036 fps:1633 +frame:5.58e+06 wall_t:3416 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.6758 +2026-01-07 15:44:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.40 total_reward_ma:3958.08 loss:-0.006557 fps:1634 +frame:5.59e+06 wall_t:3422 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.6435 +2026-01-07 15:44:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3882.00 total_reward_ma:3958.40 loss:-0.008501 fps:1634 +frame:5.60e+06 wall_t:3427 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.6314 +2026-01-07 15:44:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.90 total_reward_ma:3959.56 loss:-0.00478 fps:1635 +frame:5.61e+06 wall_t:3432 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.6986 +2026-01-07 15:45:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3937.10 total_reward_ma:3960.76 loss:0.000692 fps:1635 +frame:5.62e+06 wall_t:3437 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.5952 +2026-01-07 15:45:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3889.70 total_reward_ma:3961.62 loss:-0.00771 fps:1636 +frame:5.63e+06 wall_t:3442 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.7232 +2026-01-07 15:45:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3919.70 total_reward_ma:3962.52 loss:-0.009076 fps:1636 +frame:5.64e+06 wall_t:3447 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7296 +2026-01-07 15:45:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3952.10 total_reward_ma:3963.43 loss:0.001739 fps:1637 +frame:5.65e+06 wall_t:3452 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.5911 +2026-01-07 15:45:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3981.60 total_reward_ma:3963.89 loss:-0.006446 fps:1637 +frame:5.66e+06 wall_t:3457 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6999 +2026-01-07 15:45:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3933.00 total_reward_ma:3963.30 loss:-0.005768 fps:1638 +frame:5.67e+06 wall_t:3462 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.701 +2026-01-07 15:45:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3966.50 total_reward_ma:3963.23 loss:-0.005162 fps:1638 +frame:5.68e+06 wall_t:3467 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.605 +2026-01-07 15:45:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3979.50 total_reward_ma:3963.23 loss:-0.0119 fps:1638 +frame:5.69e+06 wall_t:3473 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.7055 +2026-01-07 15:45:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3968.50 total_reward_ma:3963.41 loss:-0.0004991 fps:1639 +frame:5.70e+06 wall_t:3478 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.576 +2026-01-07 15:45:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4028.00 total_reward_ma:3964.15 loss:-0.007883 fps:1639 +frame:5.71e+06 wall_t:3483 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.6462 +2026-01-07 15:45:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3985.00 total_reward_ma:3964.41 loss:-0.00376 fps:1640 +frame:5.72e+06 wall_t:3487 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.5889 +2026-01-07 15:45:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3985.40 total_reward_ma:3964.69 loss:-0.008579 fps:1640 +frame:5.73e+06 wall_t:3493 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7054 +2026-01-07 15:46:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3937.10 total_reward_ma:3963.45 loss:-0.003032 fps:1641 +frame:5.74e+06 wall_t:3498 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6323 +2026-01-07 15:46:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3972.90 total_reward_ma:3962.60 loss:0.005293 fps:1641 +frame:5.75e+06 wall_t:3503 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.5664 +2026-01-07 15:46:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3951.40 total_reward_ma:3961.63 loss:-0.006933 fps:1642 +frame:5.76e+06 wall_t:3508 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.6415 +2026-01-07 15:46:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3914.70 total_reward_ma:3960.75 loss:-0.001543 fps:1642 +frame:5.77e+06 wall_t:3513 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.5904 +2026-01-07 15:46:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3968.20 total_reward_ma:3960.13 loss:0.001496 fps:1643 +frame:5.78e+06 wall_t:3519 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.6243 +2026-01-07 15:46:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4002.40 total_reward_ma:3960.09 loss:-0.002651 fps:1643 +frame:5.79e+06 wall_t:3525 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.6014 +2026-01-07 15:46:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4054.90 total_reward_ma:3960.60 loss:0.001892 fps:1643 +frame:5.80e+06 wall_t:3530 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.6543 +2026-01-07 15:46:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4002.40 total_reward_ma:3960.60 loss:-0.005713 fps:1644 +frame:5.81e+06 wall_t:3535 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7389 +2026-01-07 15:46:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3957.30 total_reward_ma:3960.08 loss:0.0009974 fps:1644 +frame:5.82e+06 wall_t:3540 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7631 +2026-01-07 15:46:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3951.60 total_reward_ma:3959.51 loss:-0.00441 fps:1644 +frame:5.83e+06 wall_t:3546 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.6537 +2026-01-07 15:46:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3866.60 total_reward_ma:3957.86 loss:-0.007513 fps:1645 +frame:5.84e+06 wall_t:3551 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.6833 +2026-01-07 15:46:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.00 total_reward_ma:3956.55 loss:-0.00792 fps:1645 +frame:5.85e+06 wall_t:3557 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.657 +2026-01-07 15:47:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3993.00 total_reward_ma:3956.97 loss:-0.004684 fps:1645 +frame:5.86e+06 wall_t:3562 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.6279 +2026-01-07 15:47:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4009.50 total_reward_ma:3957.65 loss:-0.008221 fps:1645 +frame:5.87e+06 wall_t:3568 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.6456 +2026-01-07 15:47:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3934.50 total_reward_ma:3956.75 loss:-0.002411 fps:1646 +frame:5.88e+06 wall_t:3573 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6854 +2026-01-07 15:47:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.70 total_reward_ma:3955.53 loss:-0.009319 fps:1646 +frame:5.89e+06 wall_t:3578 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6575 +2026-01-07 15:47:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3873.70 total_reward_ma:3954.59 loss:-0.008846 fps:1646 +frame:5.90e+06 wall_t:3584 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.67 +2026-01-07 15:47:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.20 total_reward_ma:3954.20 loss:0.003772 fps:1646 +frame:5.91e+06 wall_t:3590 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.6147 +2026-01-07 15:47:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3945.70 total_reward_ma:3953.82 loss:-0.00896 fps:1646 +frame:5.92e+06 wall_t:3596 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7137 +2026-01-07 15:47:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3919.20 total_reward_ma:3953.66 loss:-0.00707 fps:1647 +frame:5.93e+06 wall_t:3601 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6743 +2026-01-07 15:47:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.20 total_reward_ma:3953.48 loss:-0.004081 fps:1647 +frame:5.94e+06 wall_t:3607 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7105 +2026-01-07 15:47:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3953.10 total_reward_ma:3953.91 loss:-0.006672 fps:1647 +frame:5.95e+06 wall_t:3612 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.6892 +2026-01-07 15:48:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3938.10 total_reward_ma:3953.88 loss:-0.009343 fps:1647 +frame:5.96e+06 wall_t:3618 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.701 +2026-01-07 15:48:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3896.00 total_reward_ma:3953.27 loss:0.03056 fps:1648 +frame:5.97e+06 wall_t:3623 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.6337 +2026-01-07 15:48:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3891.00 total_reward_ma:3953.17 loss:-0.001805 fps:1648 +frame:5.98e+06 wall_t:3628 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6221 +2026-01-07 15:48:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3868.50 total_reward_ma:3952.55 loss:-0.01177 fps:1649 +frame:5.99e+06 wall_t:3633 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7864 +2026-01-07 15:48:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3888.00 total_reward_ma:3952.12 loss:-0.004267 fps:1649 +frame:6.00e+06 wall_t:3639 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.6007 +2026-01-07 15:48:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3871.50 total_reward_ma:3950.93 loss:-0.009391 fps:1649 +frame:6.01e+06 wall_t:3645 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7023 +2026-01-07 15:48:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.50 total_reward_ma:3950.28 loss:-0.003799 fps:1649 +frame:6.02e+06 wall_t:3650 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.6452 +2026-01-07 15:48:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3909.70 total_reward_ma:3949.78 loss:-0.008074 fps:1650 +frame:6.03e+06 wall_t:3655 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.645 +2026-01-07 15:48:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3878.90 total_reward_ma:3948.30 loss:-0.007154 fps:1650 +frame:6.04e+06 wall_t:3661 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.6663 +2026-01-07 15:48:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.70 total_reward_ma:3946.88 loss:-0.003652 fps:1649 +frame:6.05e+06 wall_t:3668 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.6495 +2026-01-07 15:48:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3887.30 total_reward_ma:3945.24 loss:0.005351 fps:1649 +frame:6.06e+06 wall_t:3674 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.644 +2026-01-07 15:49:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3878.80 total_reward_ma:3943.44 loss:0.001189 fps:1649 +frame:6.07e+06 wall_t:3680 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.679 +2026-01-07 15:49:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.00 total_reward_ma:3941.85 loss:-0.00869 fps:1650 +frame:6.08e+06 wall_t:3685 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.6506 +2026-01-07 15:49:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3941.40 total_reward_ma:3941.50 loss:-0.005285 fps:1650 +frame:6.09e+06 wall_t:3691 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.6119 +2026-01-07 15:49:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.50 total_reward_ma:3941.23 loss:-0.008465 fps:1650 +frame:6.10e+06 wall_t:3697 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.6093 +2026-01-07 15:49:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3939.50 total_reward_ma:3941.63 loss:-0.009711 fps:1650 +frame:6.11e+06 wall_t:3702 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.6834 +2026-01-07 15:49:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.20 total_reward_ma:3941.36 loss:-0.00578 fps:1651 +frame:6.12e+06 wall_t:3707 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.717 +2026-01-07 15:49:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3919.50 total_reward_ma:3941.10 loss:-0.001637 fps:1651 +frame:6.13e+06 wall_t:3713 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 15:49:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3918.30 total_reward_ma:3940.23 loss:-0.002968 fps:1651 +frame:6.14e+06 wall_t:3718 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.628 +2026-01-07 15:49:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3991.60 total_reward_ma:3940.46 loss:-0.009508 fps:1652 +frame:6.15e+06 wall_t:3723 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7134 +2026-01-07 15:49:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3971.80 total_reward_ma:3940.31 loss:0.0002 fps:1652 +frame:6.16e+06 wall_t:3728 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.6647 +2026-01-07 15:49:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4018.20 total_reward_ma:3940.12 loss:-0.006644 fps:1652 +frame:6.17e+06 wall_t:3734 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7132 +2026-01-07 15:50:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3917.20 total_reward_ma:3938.37 loss:-0.003539 fps:1653 +frame:6.18e+06 wall_t:3739 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6643 +2026-01-07 15:50:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3897.00 total_reward_ma:3937.00 loss:-0.0105 fps:1653 +frame:6.19e+06 wall_t:3745 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.6905 +2026-01-07 15:50:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3896.00 total_reward_ma:3936.18 loss:-0.007997 fps:1653 +frame:6.20e+06 wall_t:3750 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7435 +2026-01-07 15:50:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.00 total_reward_ma:3935.71 loss:-0.00514 fps:1653 +frame:6.21e+06 wall_t:3756 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.6656 +2026-01-07 15:50:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3867.00 total_reward_ma:3935.02 loss:-0.007725 fps:1653 +frame:6.22e+06 wall_t:3762 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.6887 +2026-01-07 15:50:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3879.50 total_reward_ma:3934.63 loss:-0.01085 fps:1654 +frame:6.23e+06 wall_t:3767 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7391 +2026-01-07 15:50:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3978.00 total_reward_ma:3934.54 loss:-0.004329 fps:1654 +frame:6.24e+06 wall_t:3772 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.6048 +2026-01-07 15:50:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4023.00 total_reward_ma:3935.36 loss:-0.008557 fps:1654 +frame:6.25e+06 wall_t:3778 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.6967 +2026-01-07 15:50:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4022.00 total_reward_ma:3935.39 loss:-0.007924 fps:1655 +frame:6.26e+06 wall_t:3783 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.6213 +2026-01-07 15:50:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3940.20 total_reward_ma:3935.01 loss:-0.007739 fps:1655 +frame:6.27e+06 wall_t:3788 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.6759 +2026-01-07 15:50:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.70 total_reward_ma:3934.10 loss:-0.007136 fps:1655 +frame:6.28e+06 wall_t:3794 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.6339 +2026-01-07 15:51:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.90 total_reward_ma:3934.40 loss:-0.001998 fps:1656 +frame:6.29e+06 wall_t:3799 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6092 +2026-01-07 15:51:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3962.20 total_reward_ma:3935.37 loss:0.006212 fps:1656 +frame:6.30e+06 wall_t:3804 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.6441 +2026-01-07 15:51:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3949.00 total_reward_ma:3935.96 loss:-0.006206 fps:1656 +frame:6.31e+06 wall_t:3810 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.6886 +2026-01-07 15:51:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3939.90 total_reward_ma:3936.18 loss:0.006319 fps:1657 +frame:6.32e+06 wall_t:3814 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6623 +2026-01-07 15:51:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.40 total_reward_ma:3936.20 loss:-0.009284 fps:1657 +frame:6.33e+06 wall_t:3820 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6689 +2026-01-07 15:51:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3898.40 total_reward_ma:3936.57 loss:0.002849 fps:1658 +frame:6.34e+06 wall_t:3825 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.6162 +2026-01-07 15:51:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3922.00 total_reward_ma:3936.52 loss:-0.00766 fps:1658 +frame:6.35e+06 wall_t:3831 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.6628 +2026-01-07 15:51:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3907.50 total_reward_ma:3935.75 loss:-0.007139 fps:1658 +frame:6.36e+06 wall_t:3836 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6078 +2026-01-07 15:51:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3960.00 total_reward_ma:3935.70 loss:-0.008703 fps:1658 +frame:6.37e+06 wall_t:3842 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6928 +2026-01-07 15:51:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3950.50 total_reward_ma:3935.90 loss:-0.007271 fps:1658 +frame:6.38e+06 wall_t:3847 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.6698 +2026-01-07 15:51:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3954.00 total_reward_ma:3936.19 loss:-0.003548 fps:1659 +frame:6.39e+06 wall_t:3852 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7189 +2026-01-07 15:52:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3893.50 total_reward_ma:3935.37 loss:-0.001881 fps:1659 +frame:6.40e+06 wall_t:3857 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.6843 +2026-01-07 15:52:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.70 total_reward_ma:3934.73 loss:-0.009018 fps:1660 +frame:6.41e+06 wall_t:3862 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.6362 +2026-01-07 15:52:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.40 total_reward_ma:3933.48 loss:-0.005695 fps:1660 +frame:6.42e+06 wall_t:3867 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7005 +2026-01-07 15:52:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3918.10 total_reward_ma:3933.49 loss:-0.005717 fps:1660 +frame:6.43e+06 wall_t:3873 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.6956 +2026-01-07 15:52:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.90 total_reward_ma:3933.73 loss:-0.0008508 fps:1661 +frame:6.44e+06 wall_t:3878 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.7822 +2026-01-07 15:52:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.60 total_reward_ma:3933.98 loss:0.000228 fps:1661 +frame:6.45e+06 wall_t:3883 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.6402 +2026-01-07 15:52:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3942.90 total_reward_ma:3934.16 loss:-0.00619 fps:1661 +frame:6.46e+06 wall_t:3889 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6165 +2026-01-07 15:52:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3887.20 total_reward_ma:3933.19 loss:-0.01211 fps:1662 +frame:6.47e+06 wall_t:3894 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7199 +2026-01-07 15:52:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3848.50 total_reward_ma:3932.28 loss:-0.0009798 fps:1662 +frame:6.48e+06 wall_t:3899 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6539 +2026-01-07 15:52:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3785.00 total_reward_ma:3930.23 loss:-0.008018 fps:1662 +frame:6.49e+06 wall_t:3904 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.6788 +2026-01-07 15:52:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3874.00 total_reward_ma:3929.47 loss:-0.01042 fps:1663 +frame:6.50e+06 wall_t:3909 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7156 +2026-01-07 15:52:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3942.00 total_reward_ma:3929.05 loss:-0.007486 fps:1663 +frame:6.51e+06 wall_t:3915 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.6405 +2026-01-07 15:53:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3911.70 total_reward_ma:3928.59 loss:-0.006544 fps:1663 +frame:6.52e+06 wall_t:3920 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.6455 +2026-01-07 15:53:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3946.20 total_reward_ma:3927.91 loss:-0.00507 fps:1664 +frame:6.53e+06 wall_t:3925 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.6518 +2026-01-07 15:53:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3912.00 total_reward_ma:3927.51 loss:0.005842 fps:1664 +frame:6.54e+06 wall_t:3931 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.6494 +2026-01-07 15:53:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.40 total_reward_ma:3926.85 loss:-0.008222 fps:1664 +frame:6.55e+06 wall_t:3936 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.6078 +2026-01-07 15:53:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3922.60 total_reward_ma:3927.59 loss:-0.002 fps:1664 +frame:6.56e+06 wall_t:3942 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.6431 +2026-01-07 15:53:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3948.10 total_reward_ma:3928.07 loss:-0.007983 fps:1665 +frame:6.57e+06 wall_t:3947 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.6945 +2026-01-07 15:53:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.50 total_reward_ma:3928.73 loss:-0.01229 fps:1665 +frame:6.58e+06 wall_t:3952 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7747 +2026-01-07 15:53:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3891.00 total_reward_ma:3928.59 loss:-0.002574 fps:1665 +frame:6.59e+06 wall_t:3957 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.5544 +2026-01-07 15:53:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.00 total_reward_ma:3928.76 loss:-0.007486 fps:1666 +frame:6.60e+06 wall_t:3962 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6413 +2026-01-07 15:53:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3930.00 total_reward_ma:3928.90 loss:-0.006065 fps:1666 +frame:6.61e+06 wall_t:3967 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7556 +2026-01-07 15:53:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3944.50 total_reward_ma:3928.98 loss:0.0001008 fps:1667 +frame:6.62e+06 wall_t:3972 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7784 +2026-01-07 15:54:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3914.50 total_reward_ma:3929.22 loss:-0.005148 fps:1667 +frame:6.63e+06 wall_t:3978 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.6118 +2026-01-07 15:54:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3901.70 total_reward_ma:3929.04 loss:-0.001815 fps:1667 +frame:6.64e+06 wall_t:3983 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7541 +2026-01-07 15:54:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3922.70 total_reward_ma:3928.75 loss:-0.006289 fps:1667 +frame:6.65e+06 wall_t:3989 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.664 +2026-01-07 15:54:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3980.70 total_reward_ma:3928.74 loss:-0.004527 fps:1668 +frame:6.66e+06 wall_t:3993 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.6933 +2026-01-07 15:54:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3951.50 total_reward_ma:3928.92 loss:-0.006347 fps:1668 +frame:6.67e+06 wall_t:3999 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7095 +2026-01-07 15:54:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3923.00 total_reward_ma:3928.49 loss:-0.008932 fps:1668 +frame:6.68e+06 wall_t:4004 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.6521 +2026-01-07 15:54:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3917.70 total_reward_ma:3927.87 loss:-0.001827 fps:1668 +frame:6.69e+06 wall_t:4010 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7255 +2026-01-07 15:54:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3886.20 total_reward_ma:3927.05 loss:-0.002557 fps:1669 +frame:6.70e+06 wall_t:4015 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7213 +2026-01-07 15:54:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3856.90 total_reward_ma:3925.34 loss:9.059e-06 fps:1669 +frame:6.71e+06 wall_t:4020 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7262 +2026-01-07 15:54:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3866.20 total_reward_ma:3924.15 loss:-0.009973 fps:1669 +frame:6.72e+06 wall_t:4026 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6734 +2026-01-07 15:54:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3869.70 total_reward_ma:3922.99 loss:-0.004749 fps:1670 +frame:6.73e+06 wall_t:4031 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5761 +2026-01-07 15:54:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3920.50 total_reward_ma:3922.83 loss:-0.01124 fps:1670 +frame:6.74e+06 wall_t:4036 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6459 +2026-01-07 15:55:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3990.50 total_reward_ma:3923.00 loss:-0.008607 fps:1670 +frame:6.75e+06 wall_t:4041 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.6966 +2026-01-07 15:55:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3975.00 total_reward_ma:3923.24 loss:-0.003958 fps:1671 +frame:6.76e+06 wall_t:4046 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.6175 +2026-01-07 15:55:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3890.00 total_reward_ma:3922.99 loss:-0.005552 fps:1671 +frame:6.77e+06 wall_t:4052 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 15:55:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3842.50 total_reward_ma:3921.74 loss:-0.001195 fps:1671 +frame:6.78e+06 wall_t:4057 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6399 +2026-01-07 15:55:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3833.10 total_reward_ma:3920.04 loss:-0.009701 fps:1672 +frame:6.79e+06 wall_t:4062 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.5351 +2026-01-07 15:55:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3864.60 total_reward_ma:3918.14 loss:-0.003646 fps:1672 +frame:6.80e+06 wall_t:4068 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.6185 +2026-01-07 15:55:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3924.30 total_reward_ma:3917.36 loss:-0.01033 fps:1672 +frame:6.81e+06 wall_t:4073 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.63 +2026-01-07 15:55:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.30 total_reward_ma:3917.08 loss:-0.008789 fps:1672 +frame:6.82e+06 wall_t:4078 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.6664 +2026-01-07 15:55:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3922.50 total_reward_ma:3916.79 loss:-0.006832 fps:1673 +frame:6.83e+06 wall_t:4083 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.5846 +2026-01-07 15:55:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3978.50 total_reward_ma:3917.91 loss:-0.005077 fps:1673 +frame:6.84e+06 wall_t:4088 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.6261 +2026-01-07 15:55:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3969.70 total_reward_ma:3918.77 loss:-0.005571 fps:1674 +frame:6.85e+06 wall_t:4093 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.6644 +2026-01-07 15:56:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3897.10 total_reward_ma:3917.81 loss:0.001768 fps:1674 +frame:6.86e+06 wall_t:4098 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.5889 +2026-01-07 15:56:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3825.30 total_reward_ma:3915.97 loss:-0.007837 fps:1674 +frame:6.87e+06 wall_t:4104 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7091 +2026-01-07 15:56:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3821.70 total_reward_ma:3914.84 loss:-0.006943 fps:1674 +frame:6.88e+06 wall_t:4110 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.5826 +2026-01-07 15:56:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3939.00 total_reward_ma:3915.46 loss:-0.007619 fps:1674 +frame:6.89e+06 wall_t:4115 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7041 +2026-01-07 15:56:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4020.00 total_reward_ma:3916.92 loss:-0.002097 fps:1674 +frame:6.90e+06 wall_t:4121 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.6289 +2026-01-07 15:56:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3963.10 total_reward_ma:3917.39 loss:-0.007903 fps:1674 +frame:6.91e+06 wall_t:4127 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.6512 +2026-01-07 15:56:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3913.10 total_reward_ma:3917.06 loss:-0.006038 fps:1675 +frame:6.92e+06 wall_t:4132 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.5864 +2026-01-07 15:56:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.70 total_reward_ma:3916.87 loss:-0.006172 fps:1675 +frame:6.93e+06 wall_t:4137 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.6101 +2026-01-07 15:56:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.70 total_reward_ma:3916.02 loss:-0.009727 fps:1675 +frame:6.94e+06 wall_t:4143 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6534 +2026-01-07 15:56:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3822.70 total_reward_ma:3914.72 loss:-0.00541 fps:1676 +frame:6.95e+06 wall_t:4148 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6688 +2026-01-07 15:56:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3908.90 total_reward_ma:3914.43 loss:-0.008348 fps:1675 +frame:6.96e+06 wall_t:4154 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7141 +2026-01-07 15:57:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3934.40 total_reward_ma:3914.81 loss:-0.009654 fps:1675 +frame:6.97e+06 wall_t:4160 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6975 +2026-01-07 15:57:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3967.50 total_reward_ma:3915.58 loss:-0.002348 fps:1675 +frame:6.98e+06 wall_t:4166 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6968 +2026-01-07 15:57:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3961.00 total_reward_ma:3916.50 loss:-0.008562 fps:1675 +frame:6.99e+06 wall_t:4172 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7165 +2026-01-07 15:57:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3968.00 total_reward_ma:3917.30 loss:-0.003638 fps:1675 +frame:7.00e+06 wall_t:4178 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6938 +2026-01-07 15:57:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3969.00 total_reward_ma:3918.28 loss:-0.005055 fps:1676 +frame:7.01e+06 wall_t:4183 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.6085 +2026-01-07 15:57:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3912.00 total_reward_ma:3918.18 loss:-0.006459 fps:1676 +frame:7.02e+06 wall_t:4189 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.6148 +2026-01-07 15:57:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3914.30 total_reward_ma:3918.23 loss:-0.007937 fps:1676 +frame:7.03e+06 wall_t:4194 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6754 +2026-01-07 15:57:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3995.80 total_reward_ma:3919.40 loss:-0.004676 fps:1677 +frame:7.04e+06 wall_t:4199 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.6355 +2026-01-07 15:57:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3914.30 total_reward_ma:3919.96 loss:-0.007223 fps:1677 +frame:7.05e+06 wall_t:4205 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6896 +2026-01-07 15:57:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3863.00 total_reward_ma:3919.72 loss:-0.007852 fps:1677 +frame:7.06e+06 wall_t:4210 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6206 +2026-01-07 15:57:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3878.00 total_reward_ma:3919.71 loss:-0.008918 fps:1677 +frame:7.07e+06 wall_t:4215 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.6609 +2026-01-07 15:58:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3893.00 total_reward_ma:3919.29 loss:0.004069 fps:1677 +frame:7.08e+06 wall_t:4221 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.6498 +2026-01-07 15:58:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3884.90 total_reward_ma:3918.73 loss:-0.004441 fps:1678 +frame:7.09e+06 wall_t:4226 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5752 +2026-01-07 15:58:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.90 total_reward_ma:3918.03 loss:-0.01048 fps:1678 +frame:7.10e+06 wall_t:4232 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7214 +2026-01-07 15:58:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.00 total_reward_ma:3917.69 loss:-9.978e-05 fps:1678 +frame:7.11e+06 wall_t:4237 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5982 +2026-01-07 15:58:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.50 total_reward_ma:3917.57 loss:-0.008919 fps:1678 +frame:7.12e+06 wall_t:4243 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6689 +2026-01-07 15:58:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3885.50 total_reward_ma:3917.23 loss:-0.002494 fps:1678 +frame:7.13e+06 wall_t:4248 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5996 +2026-01-07 15:58:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.70 total_reward_ma:3917.09 loss:0.0008014 fps:1679 +frame:7.14e+06 wall_t:4253 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.6675 +2026-01-07 15:58:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3945.90 total_reward_ma:3916.63 loss:0.004492 fps:1679 +frame:7.15e+06 wall_t:4259 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6215 +2026-01-07 15:58:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3938.20 total_reward_ma:3916.30 loss:-0.003594 fps:1679 +frame:7.16e+06 wall_t:4265 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.5874 +2026-01-07 15:58:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3913.40 total_reward_ma:3915.25 loss:-0.007564 fps:1680 +frame:7.17e+06 wall_t:4269 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.6007 +2026-01-07 15:58:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3934.20 total_reward_ma:3915.42 loss:-2.822e-05 fps:1680 +frame:7.18e+06 wall_t:4275 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.628 +2026-01-07 15:59:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3888.00 total_reward_ma:3915.33 loss:-0.00904 fps:1680 +frame:7.19e+06 wall_t:4280 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6963 +2026-01-07 15:59:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3812.40 total_reward_ma:3914.50 loss:-0.003362 fps:1679 +frame:7.20e+06 wall_t:4287 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.6261 +2026-01-07 15:59:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.90 total_reward_ma:3913.86 loss:-0.006339 fps:1679 +frame:7.21e+06 wall_t:4293 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5917 +2026-01-07 15:59:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3843.10 total_reward_ma:3913.62 loss:-0.003696 fps:1679 +frame:7.22e+06 wall_t:4299 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6926 +2026-01-07 15:59:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3921.40 total_reward_ma:3914.04 loss:-0.003834 fps:1680 +frame:7.23e+06 wall_t:4304 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6647 +2026-01-07 15:59:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3931.10 total_reward_ma:3913.57 loss:-0.004693 fps:1680 +frame:7.24e+06 wall_t:4310 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.6739 +2026-01-07 15:59:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.90 total_reward_ma:3911.97 loss:-0.005851 fps:1680 +frame:7.25e+06 wall_t:4315 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7331 +2026-01-07 15:59:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3884.00 total_reward_ma:3910.59 loss:-0.007529 fps:1681 +frame:7.26e+06 wall_t:4320 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.678 +2026-01-07 15:59:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3940.50 total_reward_ma:3910.60 loss:-0.002431 fps:1681 +frame:7.27e+06 wall_t:4325 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6561 +2026-01-07 15:59:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3979.50 total_reward_ma:3911.09 loss:-0.00814 fps:1681 +frame:7.28e+06 wall_t:4331 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6668 +2026-01-07 15:59:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3925.50 total_reward_ma:3910.99 loss:-0.0003387 fps:1681 +frame:7.29e+06 wall_t:4336 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6289 +2026-01-07 16:00:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.80 total_reward_ma:3910.53 loss:0.007437 fps:1681 +frame:7.30e+06 wall_t:4342 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7032 +2026-01-07 16:00:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.30 total_reward_ma:3909.66 loss:-0.003111 fps:1682 +frame:7.31e+06 wall_t:4347 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6113 +2026-01-07 16:00:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3850.30 total_reward_ma:3908.76 loss:-0.007121 fps:1682 +frame:7.32e+06 wall_t:4353 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6493 +2026-01-07 16:00:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.20 total_reward_ma:3908.57 loss:-0.006717 fps:1682 +frame:7.33e+06 wall_t:4358 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6741 +2026-01-07 16:00:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3868.70 total_reward_ma:3908.27 loss:-0.007101 fps:1682 +frame:7.34e+06 wall_t:4363 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6661 +2026-01-07 16:00:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3854.70 total_reward_ma:3907.60 loss:-0.008229 fps:1682 +frame:7.35e+06 wall_t:4369 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.6282 +2026-01-07 16:00:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3824.90 total_reward_ma:3906.78 loss:-0.002125 fps:1682 +frame:7.36e+06 wall_t:4375 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5899 +2026-01-07 16:00:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.90 total_reward_ma:3906.22 loss:-0.01068 fps:1683 +frame:7.37e+06 wall_t:4380 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.6141 +2026-01-07 16:00:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3977.90 total_reward_ma:3906.50 loss:-0.004398 fps:1683 +frame:7.38e+06 wall_t:4386 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6851 +2026-01-07 16:00:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4028.40 total_reward_ma:3907.24 loss:-0.005442 fps:1683 +frame:7.39e+06 wall_t:4391 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6425 +2026-01-07 16:00:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3964.80 total_reward_ma:3907.96 loss:-0.008174 fps:1683 +frame:7.40e+06 wall_t:4397 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6686 +2026-01-07 16:01:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3898.10 total_reward_ma:3907.93 loss:0.00072 fps:1683 +frame:7.41e+06 wall_t:4403 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.6537 +2026-01-07 16:01:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3850.60 total_reward_ma:3907.60 loss:-0.006792 fps:1683 +frame:7.42e+06 wall_t:4408 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5911 +2026-01-07 16:01:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.70 total_reward_ma:3906.79 loss:-0.00681 fps:1684 +frame:7.43e+06 wall_t:4413 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5892 +2026-01-07 16:01:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3826.70 total_reward_ma:3906.05 loss:-0.00824 fps:1684 +frame:7.44e+06 wall_t:4418 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.6329 +2026-01-07 16:01:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3911.20 total_reward_ma:3906.10 loss:-0.009432 fps:1684 +frame:7.45e+06 wall_t:4423 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 16:01:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3886.00 total_reward_ma:3905.53 loss:-0.007367 fps:1684 +frame:7.46e+06 wall_t:4429 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6294 +2026-01-07 16:01:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3873.00 total_reward_ma:3905.39 loss:-0.0002137 fps:1685 +frame:7.47e+06 wall_t:4434 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.605 +2026-01-07 16:01:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3882.50 total_reward_ma:3905.73 loss:-0.006097 fps:1685 +frame:7.48e+06 wall_t:4440 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.6522 +2026-01-07 16:01:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3943.00 total_reward_ma:3907.31 loss:-0.00657 fps:1685 +frame:7.49e+06 wall_t:4446 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6732 +2026-01-07 16:01:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3948.00 total_reward_ma:3908.05 loss:-0.004963 fps:1685 +frame:7.50e+06 wall_t:4451 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6283 +2026-01-07 16:01:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3928.50 total_reward_ma:3907.92 loss:-0.006525 fps:1685 +frame:7.51e+06 wall_t:4456 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.5892 +2026-01-07 16:02:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3924.30 total_reward_ma:3908.04 loss:-0.005451 fps:1686 +frame:7.52e+06 wall_t:4461 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6795 +2026-01-07 16:02:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.50 total_reward_ma:3907.64 loss:-4.188e-05 fps:1686 +frame:7.53e+06 wall_t:4466 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6328 +2026-01-07 16:02:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3932.00 total_reward_ma:3907.83 loss:-0.001201 fps:1686 +frame:7.54e+06 wall_t:4472 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5859 +2026-01-07 16:02:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3887.10 total_reward_ma:3908.09 loss:-0.005158 fps:1686 +frame:7.55e+06 wall_t:4477 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.5542 +2026-01-07 16:02:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3888.70 total_reward_ma:3907.75 loss:-0.006269 fps:1686 +frame:7.56e+06 wall_t:4483 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6098 +2026-01-07 16:02:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.50 total_reward_ma:3907.55 loss:-0.003849 fps:1687 +frame:7.57e+06 wall_t:4488 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6728 +2026-01-07 16:02:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3988.00 total_reward_ma:3908.13 loss:-0.008197 fps:1687 +frame:7.58e+06 wall_t:4494 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.4876 +2026-01-07 16:02:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3958.70 total_reward_ma:3908.81 loss:-0.008119 fps:1687 +frame:7.59e+06 wall_t:4499 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6782 +2026-01-07 16:02:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3933.20 total_reward_ma:3909.15 loss:-0.009273 fps:1688 +frame:7.60e+06 wall_t:4503 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6346 +2026-01-07 16:02:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3852.20 total_reward_ma:3908.37 loss:-0.006777 fps:1688 +frame:7.61e+06 wall_t:4509 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6537 +2026-01-07 16:02:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3838.50 total_reward_ma:3907.31 loss:-0.002839 fps:1688 +frame:7.62e+06 wall_t:4514 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.5179 +2026-01-07 16:03:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3848.00 total_reward_ma:3906.65 loss:-0.009451 fps:1688 +frame:7.63e+06 wall_t:4520 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.7206 +2026-01-07 16:03:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3852.50 total_reward_ma:3906.16 loss:-0.004145 fps:1688 +frame:7.64e+06 wall_t:4525 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.5946 +2026-01-07 16:03:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.50 total_reward_ma:3905.50 loss:-0.0073 fps:1688 +frame:7.65e+06 wall_t:4531 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6157 +2026-01-07 16:03:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3799.80 total_reward_ma:3903.70 loss:-0.006555 fps:1688 +frame:7.66e+06 wall_t:4537 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5611 +2026-01-07 16:03:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3783.80 total_reward_ma:3902.02 loss:-0.009355 fps:1689 +frame:7.67e+06 wall_t:4542 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6745 +2026-01-07 16:03:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3778.80 total_reward_ma:3900.58 loss:-0.0005064 fps:1689 +frame:7.68e+06 wall_t:4548 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.525 +2026-01-07 16:03:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3860.40 total_reward_ma:3900.00 loss:-0.003109 fps:1689 +frame:7.69e+06 wall_t:4553 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.5742 +2026-01-07 16:03:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3848.40 total_reward_ma:3899.63 loss:-0.004248 fps:1689 +frame:7.70e+06 wall_t:4559 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6635 +2026-01-07 16:03:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3878.00 total_reward_ma:3899.84 loss:-0.0001699 fps:1689 +frame:7.71e+06 wall_t:4564 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.5276 +2026-01-07 16:03:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3845.00 total_reward_ma:3899.62 loss:-0.008189 fps:1689 +frame:7.72e+06 wall_t:4570 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.7042 +2026-01-07 16:03:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3842.50 total_reward_ma:3899.35 loss:-0.002283 fps:1690 +frame:7.73e+06 wall_t:4575 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.5389 +2026-01-07 16:04:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.60 total_reward_ma:3898.72 loss:-0.005836 fps:1690 +frame:7.74e+06 wall_t:4581 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7184 +2026-01-07 16:04:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3884.60 total_reward_ma:3897.66 loss:-0.007442 fps:1690 +frame:7.75e+06 wall_t:4586 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6096 +2026-01-07 16:04:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3942.00 total_reward_ma:3897.33 loss:-0.005733 fps:1690 +frame:7.76e+06 wall_t:4591 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.6104 +2026-01-07 16:04:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3944.90 total_reward_ma:3897.88 loss:-0.002287 fps:1691 +frame:7.77e+06 wall_t:4596 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.6039 +2026-01-07 16:04:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3928.90 total_reward_ma:3898.75 loss:-0.00726 fps:1691 +frame:7.78e+06 wall_t:4602 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6453 +2026-01-07 16:04:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.20 total_reward_ma:3899.52 loss:-0.003515 fps:1691 +frame:7.79e+06 wall_t:4607 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.5579 +2026-01-07 16:04:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3892.00 total_reward_ma:3899.79 loss:-0.007235 fps:1691 +frame:7.80e+06 wall_t:4613 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.6299 +2026-01-07 16:04:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3789.70 total_reward_ma:3898.45 loss:-0.005343 fps:1691 +frame:7.81e+06 wall_t:4618 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6767 +2026-01-07 16:04:46 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3739.20 total_reward_ma:3896.54 loss:-0.005756 fps:1691 +frame:7.82e+06 wall_t:4624 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5661 +2026-01-07 16:04:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3792.40 total_reward_ma:3895.24 loss:-0.007793 fps:1691 +frame:7.83e+06 wall_t:4630 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.5861 +2026-01-07 16:04:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.40 total_reward_ma:3893.90 loss:-0.006745 fps:1691 +frame:7.84e+06 wall_t:4635 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.6831 +2026-01-07 16:05:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3813.90 total_reward_ma:3892.34 loss:0.004393 fps:1691 +frame:7.85e+06 wall_t:4641 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.62 +2026-01-07 16:05:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3812.30 total_reward_ma:3891.50 loss:1.446e-05 fps:1692 +frame:7.86e+06 wall_t:4646 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6271 +2026-01-07 16:05:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3855.10 total_reward_ma:3891.80 loss:-0.006741 fps:1692 +frame:7.87e+06 wall_t:4652 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7038 +2026-01-07 16:05:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3899.00 total_reward_ma:3892.57 loss:0.001497 fps:1692 +frame:7.88e+06 wall_t:4657 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5301 +2026-01-07 16:05:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3901.00 total_reward_ma:3892.19 loss:-0.006363 fps:1692 +frame:7.89e+06 wall_t:4663 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.7318 +2026-01-07 16:05:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3888.70 total_reward_ma:3890.87 loss:-0.005588 fps:1692 +frame:7.90e+06 wall_t:4668 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6197 +2026-01-07 16:05:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3816.20 total_reward_ma:3889.41 loss:-0.008109 fps:1693 +frame:7.91e+06 wall_t:4673 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.7317 +2026-01-07 16:05:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3758.40 total_reward_ma:3887.86 loss:0.000898 fps:1693 +frame:7.92e+06 wall_t:4679 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.6316 +2026-01-07 16:05:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3792.70 total_reward_ma:3886.79 loss:-0.0006556 fps:1693 +frame:7.93e+06 wall_t:4685 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.6444 +2026-01-07 16:05:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3851.50 total_reward_ma:3886.94 loss:-0.006184 fps:1693 +frame:7.94e+06 wall_t:4689 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6832 +2026-01-07 16:05:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3870.90 total_reward_ma:3887.42 loss:-0.005814 fps:1693 +frame:7.95e+06 wall_t:4695 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6053 +2026-01-07 16:06:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3818.30 total_reward_ma:3886.51 loss:-0.008116 fps:1693 +frame:7.96e+06 wall_t:4701 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6244 +2026-01-07 16:06:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3824.80 total_reward_ma:3885.42 loss:-0.008204 fps:1694 +frame:7.97e+06 wall_t:4706 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6755 +2026-01-07 16:06:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3874.80 total_reward_ma:3884.49 loss:-0.005752 fps:1694 +frame:7.98e+06 wall_t:4712 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.669 +2026-01-07 16:06:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3906.40 total_reward_ma:3883.94 loss:-0.004922 fps:1694 +frame:7.99e+06 wall_t:4718 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.6417 +2026-01-07 16:06:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.00 total_reward_ma:3883.30 loss:-0.002804 fps:1694 +frame:8.00e+06 wall_t:4723 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.688 +2026-01-07 16:06:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3884.20 total_reward_ma:3882.46 loss:-0.006396 fps:1694 +frame:8.01e+06 wall_t:4729 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.6173 +2026-01-07 16:06:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.70 total_reward_ma:3882.34 loss:-0.008121 fps:1694 +frame:8.02e+06 wall_t:4734 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.721 +2026-01-07 16:06:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3860.40 total_reward_ma:3881.80 loss:-0.0009876 fps:1694 +frame:8.03e+06 wall_t:4739 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6255 +2026-01-07 16:06:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3846.90 total_reward_ma:3880.31 loss:-0.008169 fps:1694 +frame:8.04e+06 wall_t:4745 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5992 +2026-01-07 16:06:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.50 total_reward_ma:3879.62 loss:0.001566 fps:1695 +frame:8.05e+06 wall_t:4750 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.633 +2026-01-07 16:06:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3870.50 total_reward_ma:3879.69 loss:-0.001426 fps:1695 +frame:8.06e+06 wall_t:4756 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6344 +2026-01-07 16:07:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.80 total_reward_ma:3879.75 loss:-0.005283 fps:1695 +frame:8.07e+06 wall_t:4761 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.585 +2026-01-07 16:07:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3876.70 total_reward_ma:3879.59 loss:-0.009923 fps:1695 +frame:8.08e+06 wall_t:4767 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.7481 +2026-01-07 16:07:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3884.00 total_reward_ma:3879.58 loss:-0.003541 fps:1695 +frame:8.09e+06 wall_t:4773 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5947 +2026-01-07 16:07:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3850.00 total_reward_ma:3879.50 loss:-0.005773 fps:1695 +frame:8.10e+06 wall_t:4778 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7535 +2026-01-07 16:07:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3874.00 total_reward_ma:3879.19 loss:-0.008555 fps:1695 +frame:8.11e+06 wall_t:4784 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.7112 +2026-01-07 16:07:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3887.00 total_reward_ma:3879.01 loss:-0.0048 fps:1695 +frame:8.12e+06 wall_t:4790 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6216 +2026-01-07 16:07:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3897.50 total_reward_ma:3879.13 loss:-0.006502 fps:1696 +frame:8.13e+06 wall_t:4795 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5706 +2026-01-07 16:07:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3837.40 total_reward_ma:3878.46 loss:-0.006333 fps:1695 +frame:8.14e+06 wall_t:4801 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.704 +2026-01-07 16:07:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3843.70 total_reward_ma:3877.44 loss:-0.007425 fps:1696 +frame:8.15e+06 wall_t:4806 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5707 +2026-01-07 16:07:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3845.80 total_reward_ma:3876.51 loss:-0.005476 fps:1696 +frame:8.16e+06 wall_t:4811 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6794 +2026-01-07 16:07:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.50 total_reward_ma:3875.75 loss:-0.002482 fps:1696 +frame:8.17e+06 wall_t:4817 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 16:08:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3854.20 total_reward_ma:3874.95 loss:-0.005874 fps:1696 +frame:8.18e+06 wall_t:4823 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6153 +2026-01-07 16:08:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.90 total_reward_ma:3874.51 loss:-0.005583 fps:1696 +frame:8.19e+06 wall_t:4828 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.6834 +2026-01-07 16:08:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3855.70 total_reward_ma:3874.95 loss:-0.002744 fps:1697 +frame:8.20e+06 wall_t:4832 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6159 +2026-01-07 16:08:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3868.00 total_reward_ma:3875.26 loss:-0.01096 fps:1697 +frame:8.21e+06 wall_t:4838 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7435 +2026-01-07 16:08:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3914.20 total_reward_ma:3875.97 loss:-0.003532 fps:1697 +frame:8.22e+06 wall_t:4844 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.6049 +2026-01-07 16:08:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3941.20 total_reward_ma:3876.17 loss:-0.008582 fps:1697 +frame:8.23e+06 wall_t:4850 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6759 +2026-01-07 16:08:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3981.20 total_reward_ma:3876.67 loss:-0.005794 fps:1697 +frame:8.24e+06 wall_t:4855 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6196 +2026-01-07 16:08:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3988.50 total_reward_ma:3877.92 loss:-0.005558 fps:1697 +frame:8.25e+06 wall_t:4861 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6663 +2026-01-07 16:08:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3986.50 total_reward_ma:3878.95 loss:-0.007262 fps:1697 +frame:8.26e+06 wall_t:4866 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6617 +2026-01-07 16:08:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3989.50 total_reward_ma:3879.44 loss:-0.007009 fps:1697 +frame:8.27e+06 wall_t:4873 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6668 +2026-01-07 16:09:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:4001.50 total_reward_ma:3879.66 loss:-0.007859 fps:1698 +frame:8.28e+06 wall_t:4877 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6976 +2026-01-07 16:09:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3967.00 total_reward_ma:3880.07 loss:-0.003236 fps:1698 +frame:8.29e+06 wall_t:4883 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6993 +2026-01-07 16:09:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3946.00 total_reward_ma:3880.38 loss:-0.007517 fps:1698 +frame:8.30e+06 wall_t:4889 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6559 +2026-01-07 16:09:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3944.00 total_reward_ma:3881.19 loss:-0.001392 fps:1698 +frame:8.31e+06 wall_t:4895 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.6709 +2026-01-07 16:09:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3974.50 total_reward_ma:3882.44 loss:-0.01115 fps:1698 +frame:8.32e+06 wall_t:4900 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.7027 +2026-01-07 16:09:28 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3958.00 total_reward_ma:3882.91 loss:-0.004022 fps:1698 +frame:8.33e+06 wall_t:4906 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6675 +2026-01-07 16:09:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3946.50 total_reward_ma:3883.69 loss:-0.006231 fps:1698 +frame:8.34e+06 wall_t:4911 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.7154 +2026-01-07 16:09:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3859.50 total_reward_ma:3883.74 loss:-0.003913 fps:1699 +frame:8.35e+06 wall_t:4916 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6557 +2026-01-07 16:09:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3865.00 total_reward_ma:3884.14 loss:-0.005892 fps:1698 +frame:8.36e+06 wall_t:4922 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.6315 +2026-01-07 16:09:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3894.00 total_reward_ma:3884.03 loss:-0.004422 fps:1699 +frame:8.37e+06 wall_t:4927 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.6201 +2026-01-07 16:09:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3902.50 total_reward_ma:3883.28 loss:-0.007495 fps:1698 +frame:8.38e+06 wall_t:4934 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6105 +2026-01-07 16:10:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3895.00 total_reward_ma:3881.94 loss:-0.008674 fps:1698 +frame:8.39e+06 wall_t:4940 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.7394 +2026-01-07 16:10:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3923.50 total_reward_ma:3881.53 loss:0.001129 fps:1698 +frame:8.40e+06 wall_t:4946 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6158 +2026-01-07 16:10:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3886.20 total_reward_ma:3881.41 loss:-0.00916 fps:1698 +frame:8.41e+06 wall_t:4952 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7319 +2026-01-07 16:10:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3843.20 total_reward_ma:3881.34 loss:-0.007112 fps:1699 +frame:8.42e+06 wall_t:4957 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.6549 +2026-01-07 16:10:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3830.20 total_reward_ma:3881.27 loss:-0.008034 fps:1699 +frame:8.43e+06 wall_t:4963 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6946 +2026-01-07 16:10:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3829.50 total_reward_ma:3881.30 loss:-0.007119 fps:1699 +frame:8.44e+06 wall_t:4968 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.6139 +2026-01-07 16:10:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3837.50 total_reward_ma:3880.56 loss:-0.006497 fps:1699 +frame:8.45e+06 wall_t:4973 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.6492 +2026-01-07 16:10:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3792.00 total_reward_ma:3879.62 loss:-0.00855 fps:1699 +frame:8.46e+06 wall_t:4979 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.6471 +2026-01-07 16:10:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.00 total_reward_ma:3879.33 loss:-0.004904 fps:1699 +frame:8.47e+06 wall_t:4984 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6839 +2026-01-07 16:10:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3846.70 total_reward_ma:3878.98 loss:-0.006241 fps:1699 +frame:8.48e+06 wall_t:4990 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5273 +2026-01-07 16:10:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.70 total_reward_ma:3878.71 loss:-0.005388 fps:1699 +frame:8.49e+06 wall_t:4996 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.7182 +2026-01-07 16:11:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3912.70 total_reward_ma:3878.36 loss:-0.004118 fps:1699 +frame:8.50e+06 wall_t:5003 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.6256 +2026-01-07 16:11:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3933.50 total_reward_ma:3878.41 loss:-0.007524 fps:1699 +frame:8.51e+06 wall_t:5008 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6283 +2026-01-07 16:11:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3915.00 total_reward_ma:3878.32 loss:0.003053 fps:1699 +frame:8.52e+06 wall_t:5014 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6739 +2026-01-07 16:11:24 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3894.50 total_reward_ma:3878.21 loss:-0.007325 fps:1699 +frame:8.53e+06 wall_t:5021 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6738 +2026-01-07 16:11:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3895.00 total_reward_ma:3877.84 loss:-0.005198 fps:1699 +frame:8.54e+06 wall_t:5026 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.664 +2026-01-07 16:11:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3888.50 total_reward_ma:3877.85 loss:-0.00659 fps:1699 +frame:8.55e+06 wall_t:5032 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.582 +2026-01-07 16:11:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3848.70 total_reward_ma:3877.45 loss:0.001812 fps:1699 +frame:8.56e+06 wall_t:5037 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.722 +2026-01-07 16:11:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.70 total_reward_ma:3876.95 loss:-0.003955 fps:1700 +frame:8.57e+06 wall_t:5042 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.706 +2026-01-07 16:11:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.20 total_reward_ma:3876.17 loss:-0.003652 fps:1700 +frame:8.58e+06 wall_t:5048 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6393 +2026-01-07 16:11:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.90 total_reward_ma:3875.89 loss:-0.008287 fps:1700 +frame:8.59e+06 wall_t:5054 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.7856 +2026-01-07 16:12:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3838.40 total_reward_ma:3874.94 loss:-0.006933 fps:1700 +frame:8.60e+06 wall_t:5060 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6112 +2026-01-07 16:12:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3870.00 total_reward_ma:3875.12 loss:-0.002718 fps:1700 +frame:8.61e+06 wall_t:5066 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6443 +2026-01-07 16:12:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3892.50 total_reward_ma:3875.66 loss:-0.007577 fps:1700 +frame:8.62e+06 wall_t:5072 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6467 +2026-01-07 16:12:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3867.00 total_reward_ma:3875.85 loss:-0.009137 fps:1700 +frame:8.63e+06 wall_t:5077 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.7273 +2026-01-07 16:12:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3916.80 total_reward_ma:3876.49 loss:-0.008989 fps:1700 +frame:8.64e+06 wall_t:5082 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.6207 +2026-01-07 16:12:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3902.30 total_reward_ma:3876.94 loss:-0.007254 fps:1700 +frame:8.65e+06 wall_t:5088 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6667 +2026-01-07 16:12:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.30 total_reward_ma:3877.98 loss:-0.002529 fps:1700 +frame:8.66e+06 wall_t:5094 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6583 +2026-01-07 16:12:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.00 total_reward_ma:3878.59 loss:-0.001025 fps:1700 +frame:8.67e+06 wall_t:5100 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.6371 +2026-01-07 16:12:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3845.50 total_reward_ma:3879.25 loss:-0.00744 fps:1700 +frame:8.68e+06 wall_t:5105 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6311 +2026-01-07 16:12:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3882.00 total_reward_ma:3879.47 loss:-0.006929 fps:1701 +frame:8.69e+06 wall_t:5110 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6666 +2026-01-07 16:12:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3869.60 total_reward_ma:3879.68 loss:-0.0001041 fps:1701 +frame:8.70e+06 wall_t:5116 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.7076 +2026-01-07 16:13:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3892.10 total_reward_ma:3879.82 loss:-0.002296 fps:1701 +frame:8.71e+06 wall_t:5121 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.7071 +2026-01-07 16:13:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3936.10 total_reward_ma:3880.73 loss:-0.004566 fps:1701 +frame:8.72e+06 wall_t:5126 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6554 +2026-01-07 16:13:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3935.70 total_reward_ma:3881.66 loss:-7.449e-06 fps:1701 +frame:8.73e+06 wall_t:5132 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.6678 +2026-01-07 16:13:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3940.20 total_reward_ma:3882.49 loss:-0.001675 fps:1701 +frame:8.74e+06 wall_t:5138 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6024 +2026-01-07 16:13:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.70 total_reward_ma:3882.92 loss:-0.006111 fps:1701 +frame:8.75e+06 wall_t:5143 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.585 +2026-01-07 16:13:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3866.00 total_reward_ma:3882.16 loss:-0.006528 fps:1701 +frame:8.76e+06 wall_t:5149 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5769 +2026-01-07 16:13:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3828.00 total_reward_ma:3880.99 loss:-0.003936 fps:1701 +frame:8.77e+06 wall_t:5155 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.59 +2026-01-07 16:13:43 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.00 total_reward_ma:3880.32 loss:-0.0004198 fps:1702 +frame:8.78e+06 wall_t:5160 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6857 +2026-01-07 16:13:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3832.00 total_reward_ma:3879.54 loss:-0.009009 fps:1702 +frame:8.79e+06 wall_t:5165 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.595 +2026-01-07 16:13:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3841.10 total_reward_ma:3879.03 loss:-0.004709 fps:1702 +frame:8.80e+06 wall_t:5170 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6301 +2026-01-07 16:13:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.10 total_reward_ma:3879.50 loss:-0.007467 fps:1702 +frame:8.81e+06 wall_t:5176 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.7006 +2026-01-07 16:14:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3822.00 total_reward_ma:3880.32 loss:-0.005463 fps:1702 +frame:8.82e+06 wall_t:5182 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.7305 +2026-01-07 16:14:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3838.40 total_reward_ma:3880.78 loss:0.007958 fps:1702 +frame:8.83e+06 wall_t:5187 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6846 +2026-01-07 16:14:15 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3825.40 total_reward_ma:3880.59 loss:-0.008064 fps:1703 +frame:8.84e+06 wall_t:5192 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.6713 +2026-01-07 16:14:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3825.90 total_reward_ma:3880.71 loss:-0.005017 fps:1703 +frame:8.85e+06 wall_t:5198 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5953 +2026-01-07 16:14:26 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3825.70 total_reward_ma:3880.85 loss:0.002449 fps:1703 +frame:8.86e+06 wall_t:5203 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.6493 +2026-01-07 16:14:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3784.20 total_reward_ma:3880.14 loss:-0.006385 fps:1703 +frame:8.87e+06 wall_t:5209 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.6082 +2026-01-07 16:14:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3798.20 total_reward_ma:3879.13 loss:0.003967 fps:1703 +frame:8.88e+06 wall_t:5214 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6148 +2026-01-07 16:14:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3804.40 total_reward_ma:3878.16 loss:0.001267 fps:1703 +frame:8.89e+06 wall_t:5220 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6441 +2026-01-07 16:14:48 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3846.40 total_reward_ma:3877.74 loss:-0.00498 fps:1703 +frame:8.90e+06 wall_t:5225 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5623 +2026-01-07 16:14:54 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3858.20 total_reward_ma:3878.16 loss:-0.006134 fps:1703 +frame:8.91e+06 wall_t:5231 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6175 +2026-01-07 16:14:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3835.00 total_reward_ma:3878.93 loss:-0.003239 fps:1703 +frame:8.92e+06 wall_t:5237 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5956 +2026-01-07 16:15:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3829.50 total_reward_ma:3879.30 loss:-0.005661 fps:1704 +frame:8.93e+06 wall_t:5242 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6548 +2026-01-07 16:15:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3819.50 total_reward_ma:3878.98 loss:0.0007399 fps:1704 +frame:8.94e+06 wall_t:5248 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5349 +2026-01-07 16:15:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3770.30 total_reward_ma:3877.97 loss:-0.009366 fps:1704 +frame:8.95e+06 wall_t:5253 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.7154 +2026-01-07 16:15:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3782.30 total_reward_ma:3877.61 loss:-0.004704 fps:1704 +frame:8.96e+06 wall_t:5259 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.6619 +2026-01-07 16:15:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3847.10 total_reward_ma:3877.83 loss:-0.004103 fps:1704 +frame:8.97e+06 wall_t:5264 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5945 +2026-01-07 16:15:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3872.60 total_reward_ma:3877.81 loss:-0.003877 fps:1704 +frame:8.98e+06 wall_t:5270 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5911 +2026-01-07 16:15:39 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3857.00 total_reward_ma:3877.32 loss:-0.004102 fps:1704 +frame:8.99e+06 wall_t:5276 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.6708 +2026-01-07 16:15:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.00 total_reward_ma:3877.11 loss:-0.006163 fps:1704 +frame:9.00e+06 wall_t:5282 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6823 +2026-01-07 16:15:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3908.50 total_reward_ma:3877.35 loss:-0.00464 fps:1704 +frame:9.01e+06 wall_t:5287 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.6411 +2026-01-07 16:15:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3890.50 total_reward_ma:3877.25 loss:-0.007473 fps:1704 +frame:9.02e+06 wall_t:5292 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6733 +2026-01-07 16:16:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3895.00 total_reward_ma:3877.59 loss:-0.001956 fps:1704 +frame:9.03e+06 wall_t:5298 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5432 +2026-01-07 16:16:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3905.50 total_reward_ma:3878.18 loss:-0.004602 fps:1705 +frame:9.04e+06 wall_t:5303 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.7692 +2026-01-07 16:16:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3923.00 total_reward_ma:3878.97 loss:-0.004742 fps:1705 +frame:9.05e+06 wall_t:5308 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.6976 +2026-01-07 16:16:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3863.00 total_reward_ma:3878.89 loss:-0.002814 fps:1705 +frame:9.06e+06 wall_t:5314 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5685 +2026-01-07 16:16:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3913.20 total_reward_ma:3879.18 loss:-0.006049 fps:1705 +frame:9.07e+06 wall_t:5319 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6588 +2026-01-07 16:16:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3919.20 total_reward_ma:3879.61 loss:-0.001794 fps:1705 +frame:9.08e+06 wall_t:5325 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5056 +2026-01-07 16:16:33 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3910.70 total_reward_ma:3879.88 loss:-0.002708 fps:1705 +frame:9.09e+06 wall_t:5330 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6481 +2026-01-07 16:16:38 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.50 total_reward_ma:3880.38 loss:-0.0003146 fps:1705 +frame:9.10e+06 wall_t:5336 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6503 +2026-01-07 16:16:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3874.10 total_reward_ma:3880.38 loss:-0.005443 fps:1706 +frame:9.11e+06 wall_t:5341 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6241 +2026-01-07 16:16:49 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3886.60 total_reward_ma:3880.38 loss:-0.007419 fps:1706 +frame:9.12e+06 wall_t:5347 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.653 +2026-01-07 16:16:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3870.00 total_reward_ma:3880.10 loss:-0.003353 fps:1706 +frame:9.13e+06 wall_t:5352 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.6643 +2026-01-07 16:17:00 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3851.00 total_reward_ma:3880.24 loss:-0.001573 fps:1706 +frame:9.14e+06 wall_t:5357 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6205 +2026-01-07 16:17:05 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3894.00 total_reward_ma:3880.74 loss:-0.005085 fps:1706 +frame:9.15e+06 wall_t:5362 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6348 +2026-01-07 16:17:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3893.50 total_reward_ma:3881.22 loss:-0.001629 fps:1706 +frame:9.16e+06 wall_t:5368 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.6144 +2026-01-07 16:17:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3902.70 total_reward_ma:3881.88 loss:-0.006652 fps:1707 +frame:9.17e+06 wall_t:5373 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6898 +2026-01-07 16:17:21 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3842.20 total_reward_ma:3881.76 loss:-7.941e-06 fps:1707 +frame:9.18e+06 wall_t:5379 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5869 +2026-01-07 16:17:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3853.70 total_reward_ma:3881.85 loss:-0.003096 fps:1707 +frame:9.19e+06 wall_t:5384 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.6766 +2026-01-07 16:17:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3821.50 total_reward_ma:3881.51 loss:-0.007039 fps:1707 +frame:9.20e+06 wall_t:5389 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.724 +2026-01-07 16:17:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3932.50 total_reward_ma:3882.15 loss:-0.007448 fps:1707 +frame:9.21e+06 wall_t:5395 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.7581 +2026-01-07 16:17:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3903.50 total_reward_ma:3882.04 loss:-0.001705 fps:1707 +frame:9.22e+06 wall_t:5400 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7039 +2026-01-07 16:17:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3862.00 total_reward_ma:3881.25 loss:-0.003083 fps:1708 +frame:9.23e+06 wall_t:5405 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.549 +2026-01-07 16:17:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.00 total_reward_ma:3879.88 loss:-0.008695 fps:1708 +frame:9.24e+06 wall_t:5410 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.7622 +2026-01-07 16:17:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3933.50 total_reward_ma:3879.33 loss:0.0002733 fps:1708 +frame:9.25e+06 wall_t:5415 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.476 +2026-01-07 16:18:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3948.00 total_reward_ma:3878.95 loss:-0.007342 fps:1708 +frame:9.26e+06 wall_t:5421 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.7227 +2026-01-07 16:18:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3952.00 total_reward_ma:3878.57 loss:-0.001669 fps:1708 +frame:9.27e+06 wall_t:5426 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5403 +2026-01-07 16:18:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3928.00 total_reward_ma:3877.84 loss:-0.004215 fps:1709 +frame:9.28e+06 wall_t:5431 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.7182 +2026-01-07 16:18:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3964.50 total_reward_ma:3877.81 loss:-0.0006485 fps:1709 +frame:9.29e+06 wall_t:5437 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.665 +2026-01-07 16:18:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3963.60 total_reward_ma:3877.99 loss:0.0001858 fps:1709 +frame:9.30e+06 wall_t:5442 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.6236 +2026-01-07 16:18:30 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3942.60 total_reward_ma:3877.97 loss:-0.001011 fps:1709 +frame:9.31e+06 wall_t:5447 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6959 +2026-01-07 16:18:35 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3904.50 total_reward_ma:3877.27 loss:-0.00203 fps:1709 +frame:9.32e+06 wall_t:5452 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6501 +2026-01-07 16:18:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3891.70 total_reward_ma:3876.61 loss:-0.006661 fps:1709 +frame:9.33e+06 wall_t:5458 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.6376 +2026-01-07 16:18:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3954.70 total_reward_ma:3876.69 loss:-0.003403 fps:1710 +frame:9.34e+06 wall_t:5463 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6279 +2026-01-07 16:18:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3943.50 total_reward_ma:3877.53 loss:-0.000721 fps:1710 +frame:9.35e+06 wall_t:5469 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6418 +2026-01-07 16:18:57 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3941.50 total_reward_ma:3878.30 loss:-0.006264 fps:1710 +frame:9.36e+06 wall_t:5475 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.6908 +2026-01-07 16:19:02 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3897.00 total_reward_ma:3878.33 loss:-0.003971 fps:1710 +frame:9.37e+06 wall_t:5480 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.6318 +2026-01-07 16:19:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3861.00 total_reward_ma:3877.91 loss:-0.003342 fps:1710 +frame:9.38e+06 wall_t:5485 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6943 +2026-01-07 16:19:13 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3851.00 total_reward_ma:3877.47 loss:-0.00546 fps:1710 +frame:9.39e+06 wall_t:5490 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.771 +2026-01-07 16:19:18 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3934.00 total_reward_ma:3877.58 loss:-0.00402 fps:1711 +frame:9.40e+06 wall_t:5495 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5734 +2026-01-07 16:19:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3929.50 total_reward_ma:3878.01 loss:-0.00514 fps:1711 +frame:9.41e+06 wall_t:5501 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6888 +2026-01-07 16:19:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3885.00 total_reward_ma:3878.43 loss:0.000372 fps:1711 +frame:9.42e+06 wall_t:5506 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6244 +2026-01-07 16:19:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3908.50 total_reward_ma:3879.21 loss:-0.005151 fps:1711 +frame:9.43e+06 wall_t:5512 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.7083 +2026-01-07 16:19:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3943.00 total_reward_ma:3880.35 loss:-0.002027 fps:1711 +frame:9.44e+06 wall_t:5518 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.677 +2026-01-07 16:19:45 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3966.00 total_reward_ma:3881.63 loss:0.000146 fps:1711 +frame:9.45e+06 wall_t:5523 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6853 +2026-01-07 16:19:51 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3927.50 total_reward_ma:3882.99 loss:0.0002064 fps:1711 +frame:9.46e+06 wall_t:5528 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6017 +2026-01-07 16:19:56 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3864.50 total_reward_ma:3883.19 loss:-0.005048 fps:1711 +frame:9.47e+06 wall_t:5534 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6673 +2026-01-07 16:20:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3877.00 total_reward_ma:3883.49 loss:-0.003878 fps:1712 +frame:9.48e+06 wall_t:5539 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6682 +2026-01-07 16:20:07 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3844.70 total_reward_ma:3882.77 loss:-0.001442 fps:1712 +frame:9.49e+06 wall_t:5544 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.6999 +2026-01-07 16:20:12 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3841.20 total_reward_ma:3882.06 loss:-0.005024 fps:1712 +frame:9.50e+06 wall_t:5549 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.6382 +2026-01-07 16:20:17 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.70 total_reward_ma:3881.09 loss:-0.005413 fps:1712 +frame:9.51e+06 wall_t:5555 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7674 +2026-01-07 16:20:23 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3809.00 total_reward_ma:3880.03 loss:-0.002972 fps:1712 +frame:9.52e+06 wall_t:5560 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6203 +2026-01-07 16:20:29 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3776.50 total_reward_ma:3878.85 loss:0.0006807 fps:1712 +frame:9.53e+06 wall_t:5566 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.776 +2026-01-07 16:20:34 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3756.00 total_reward_ma:3877.46 loss:-0.003195 fps:1712 +frame:9.54e+06 wall_t:5572 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6045 +2026-01-07 16:20:40 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3804.00 total_reward_ma:3876.62 loss:-0.006729 fps:1712 +frame:9.55e+06 wall_t:5577 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.7129 +2026-01-07 16:20:44 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3900.50 total_reward_ma:3877.13 loss:-0.002033 fps:1713 +frame:9.56e+06 wall_t:5582 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.6947 +2026-01-07 16:20:50 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3860.00 total_reward_ma:3876.96 loss:0.0007763 fps:1713 +frame:9.57e+06 wall_t:5587 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6286 +2026-01-07 16:20:55 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3798.00 total_reward_ma:3875.83 loss:-0.003445 fps:1713 +frame:9.58e+06 wall_t:5593 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.7005 +2026-01-07 16:21:01 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3773.50 total_reward_ma:3874.27 loss:-0.002453 fps:1713 +frame:9.59e+06 wall_t:5598 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.7322 +2026-01-07 16:21:06 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3759.50 total_reward_ma:3873.48 loss:-0.005266 fps:1713 +frame:9.60e+06 wall_t:5603 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.6644 +2026-01-07 16:21:11 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3803.00 total_reward_ma:3872.81 loss:-0.004781 fps:1713 +frame:9.61e+06 wall_t:5609 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6727 +2026-01-07 16:21:16 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3821.50 total_reward_ma:3872.10 loss:-0.007091 fps:1714 +frame:9.62e+06 wall_t:5614 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.7019 +2026-01-07 16:21:22 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3805.50 total_reward_ma:3871.49 loss:-0.00367 fps:1714 +frame:9.63e+06 wall_t:5619 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6991 +2026-01-07 16:21:27 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3801.00 total_reward_ma:3870.33 loss:-0.00321 fps:1714 +frame:9.64e+06 wall_t:5624 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.6092 +2026-01-07 16:21:32 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3813.50 total_reward_ma:3869.44 loss:0.001542 fps:1714 +frame:9.65e+06 wall_t:5629 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.6348 +2026-01-07 16:21:37 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3812.50 total_reward_ma:3868.52 loss:-0.00516 fps:1715 +frame:9.66e+06 wall_t:5634 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.7089 +2026-01-07 16:21:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3836.50 total_reward_ma:3868.45 loss:-0.001421 fps:1715 +frame:9.67e+06 wall_t:5640 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6062 +2026-01-07 16:21:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3775.50 total_reward_ma:3867.75 loss:-0.004165 fps:1715 +frame:9.68e+06 wall_t:5645 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7371 +2026-01-07 16:21:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3787.00 total_reward_ma:3866.80 loss:-0.0008503 fps:1715 +frame:9.69e+06 wall_t:5651 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6842 +2026-01-07 16:21:59 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3811.00 total_reward_ma:3866.21 loss:-0.002527 fps:1715 +frame:9.70e+06 wall_t:5656 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.6159 +2026-01-07 16:22:04 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3859.00 total_reward_ma:3865.88 loss:0.003928 fps:1715 +frame:9.71e+06 wall_t:5662 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6137 +2026-01-07 16:22:10 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3859.00 total_reward_ma:3865.11 loss:-0.005542 fps:1715 +frame:9.72e+06 wall_t:5667 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.7275 +2026-01-07 16:22:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3872.00 total_reward_ma:3864.47 loss:0.0004355 fps:1715 +frame:9.73e+06 wall_t:5672 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.7704 +2026-01-07 16:22:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3867.00 total_reward_ma:3863.74 loss:-0.0009166 fps:1716 +frame:9.74e+06 wall_t:5677 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.708 +2026-01-07 16:22:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3806.50 total_reward_ma:3862.53 loss:-0.002802 fps:1716 +frame:9.75e+06 wall_t:5683 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.7376 +2026-01-07 16:22:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3806.00 total_reward_ma:3861.93 loss:0.008096 fps:1716 +frame:9.76e+06 wall_t:5688 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6482 +2026-01-07 16:22:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3748.80 total_reward_ma:3861.14 loss:-0.004674 fps:1716 +frame:9.77e+06 wall_t:5693 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.678 +2026-01-07 16:22:41 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3743.30 total_reward_ma:3859.95 loss:-0.001865 fps:1716 +frame:9.78e+06 wall_t:5699 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.6123 +2026-01-07 16:22:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3746.50 total_reward_ma:3859.09 loss:-0.005774 fps:1716 +frame:9.79e+06 wall_t:5704 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.6789 +2026-01-07 16:22:52 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3775.50 total_reward_ma:3858.44 loss:-0.001646 fps:1716 +frame:9.80e+06 wall_t:5710 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5706 +2026-01-07 16:22:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3780.50 total_reward_ma:3857.88 loss:-0.004245 fps:1716 +frame:9.81e+06 wall_t:5716 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.6537 +2026-01-07 16:23:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3760.50 total_reward_ma:3857.27 loss:-0.005116 fps:1716 +frame:9.82e+06 wall_t:5721 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.6861 +2026-01-07 16:23:09 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3729.50 total_reward_ma:3856.18 loss:0.003712 fps:1717 +frame:9.83e+06 wall_t:5726 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6617 +2026-01-07 16:23:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3779.50 total_reward_ma:3855.72 loss:-0.001739 fps:1717 +frame:9.84e+06 wall_t:5732 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.7192 +2026-01-07 16:23:20 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3883.00 total_reward_ma:3856.29 loss:-0.001854 fps:1717 +frame:9.85e+06 wall_t:5738 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6233 +2026-01-07 16:23:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3880.00 total_reward_ma:3856.83 loss:-0.002033 fps:1717 +frame:9.86e+06 wall_t:5743 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6735 +2026-01-07 16:23:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3868.50 total_reward_ma:3857.68 loss:-0.000912 fps:1717 +frame:9.87e+06 wall_t:5748 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.661 +2026-01-07 16:23:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3890.00 total_reward_ma:3858.59 loss:0.001522 fps:1717 +frame:9.88e+06 wall_t:5754 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.676 +2026-01-07 16:23:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3913.00 total_reward_ma:3859.68 loss:0.002581 fps:1717 +frame:9.89e+06 wall_t:5760 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5786 +2026-01-07 16:23:47 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3828.00 total_reward_ma:3859.50 loss:-0.001614 fps:1717 +frame:9.90e+06 wall_t:5765 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6397 +2026-01-07 16:23:53 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3792.50 total_reward_ma:3858.84 loss:-0.00327 fps:1718 +frame:9.91e+06 wall_t:5770 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.7567 +2026-01-07 16:23:58 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3800.00 total_reward_ma:3858.49 loss:0.001935 fps:1718 +frame:9.92e+06 wall_t:5775 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.552 +2026-01-07 16:24:03 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3803.50 total_reward_ma:3858.23 loss:0.002875 fps:1718 +frame:9.93e+06 wall_t:5780 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.6734 +2026-01-07 16:24:08 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3850.00 total_reward_ma:3858.53 loss:-0.00257 fps:1718 +frame:9.94e+06 wall_t:5786 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5985 +2026-01-07 16:24:14 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3774.50 total_reward_ma:3858.58 loss:-0.001265 fps:1718 +frame:9.95e+06 wall_t:5791 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.7605 +2026-01-07 16:24:19 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3783.00 total_reward_ma:3858.58 loss:0.001254 fps:1718 +frame:9.96e+06 wall_t:5796 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6457 +2026-01-07 16:24:25 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3788.00 total_reward_ma:3857.99 loss:0.0002786 fps:1718 +frame:9.97e+06 wall_t:5802 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.7149 +2026-01-07 16:24:31 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3818.00 total_reward_ma:3857.45 loss:9.398e-05 fps:1718 +frame:9.98e+06 wall_t:5809 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.616 +2026-01-07 16:24:36 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3798.00 total_reward_ma:3856.86 loss:9.539e-05 fps:1718 +frame:9.99e+06 wall_t:5814 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5843 +2026-01-07 16:24:42 | INFO | PID:1381 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_carnival_t0_s1 [train] +total_reward:3749.00 total_reward_ma:3855.52 loss:-0.0007554 fps:1719 +frame:1.00e+07 wall_t:5819 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.7032 +2026-01-07 16:24:42 | INFO | PID:1381 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s2.log b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..b31239a382d1f3665deef205a040c460b26e804f --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 14:47:41 | INFO | PID:1382 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 14:47:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:820.00 total_reward_ma:820.00 loss:-0.02013 fps:1000 +frame:1.00e+04 wall_t:10 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.763 +2026-01-07 14:48:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:802.50 total_reward_ma:811.25 loss:-0.02516 fps:1176 +frame:2.00e+04 wall_t:17 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.759 +2026-01-07 14:48:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:831.29 total_reward_ma:817.93 loss:-0.02594 fps:1250 +frame:3.00e+04 wall_t:24 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.735 +2026-01-07 14:48:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:795.90 total_reward_ma:812.42 loss:-0.025 fps:1290 +frame:4.00e+04 wall_t:31 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.716 +2026-01-07 14:48:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:759.00 total_reward_ma:801.74 loss:-0.02556 fps:1316 +frame:5.00e+04 wall_t:38 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.668 +2026-01-07 14:48:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:766.20 total_reward_ma:795.82 loss:-0.02422 fps:1333 +frame:6.00e+04 wall_t:45 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.659 +2026-01-07 14:48:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:779.00 total_reward_ma:793.41 loss:-0.02336 fps:1346 +frame:7.00e+04 wall_t:52 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.653 +2026-01-07 14:48:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:794.40 total_reward_ma:793.54 loss:-0.02593 fps:1333 +frame:8.00e+04 wall_t:60 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.639 +2026-01-07 14:48:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:814.20 total_reward_ma:795.83 loss:-0.02013 fps:1364 +frame:9.00e+04 wall_t:66 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.621 +2026-01-07 14:48:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:806.00 total_reward_ma:796.85 loss:-0.02395 fps:1370 +frame:1.00e+05 wall_t:73 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.601 +2026-01-07 14:49:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:774.60 total_reward_ma:794.83 loss:-0.0223 fps:1375 +frame:1.10e+05 wall_t:80 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.631 +2026-01-07 14:49:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:770.60 total_reward_ma:792.81 loss:-0.02546 fps:1379 +frame:1.20e+05 wall_t:87 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.629 +2026-01-07 14:49:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:742.60 total_reward_ma:788.95 loss:-0.0217 fps:1383 +frame:1.30e+05 wall_t:94 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.577 +2026-01-07 14:49:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:704.20 total_reward_ma:782.89 loss:-0.02265 fps:1386 +frame:1.40e+05 wall_t:101 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.603 +2026-01-07 14:49:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:673.40 total_reward_ma:775.59 loss:-0.02205 fps:1389 +frame:1.50e+05 wall_t:108 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.581 +2026-01-07 14:49:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:642.20 total_reward_ma:767.26 loss:-0.02229 fps:1391 +frame:1.60e+05 wall_t:115 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.584 +2026-01-07 14:49:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:654.80 total_reward_ma:760.64 loss:-0.02531 fps:1405 +frame:1.70e+05 wall_t:121 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.575 +2026-01-07 14:49:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:678.00 total_reward_ma:756.05 loss:-0.02054 fps:1406 +frame:1.80e+05 wall_t:128 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.507 +2026-01-07 14:49:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:693.80 total_reward_ma:752.77 loss:-0.02562 fps:1407 +frame:1.90e+05 wall_t:135 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.515 +2026-01-07 14:50:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:687.00 total_reward_ma:749.48 loss:-0.02242 fps:1399 +frame:2.00e+05 wall_t:143 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.572 +2026-01-07 14:50:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:744.20 total_reward_ma:749.23 loss:-0.02342 fps:1400 +frame:2.10e+05 wall_t:150 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.551 +2026-01-07 14:50:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:780.40 total_reward_ma:750.65 loss:-0.01715 fps:1392 +frame:2.20e+05 wall_t:158 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.502 +2026-01-07 14:50:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:819.60 total_reward_ma:753.65 loss:-0.02131 fps:1402 +frame:2.30e+05 wall_t:164 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.538 +2026-01-07 14:50:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:815.20 total_reward_ma:756.21 loss:-0.02788 fps:1404 +frame:2.40e+05 wall_t:171 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.468 +2026-01-07 14:50:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:801.40 total_reward_ma:758.02 loss:-0.02223 fps:1404 +frame:2.50e+05 wall_t:178 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.51 +2026-01-07 14:50:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:791.80 total_reward_ma:759.32 loss:-0.01511 fps:1405 +frame:2.60e+05 wall_t:185 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.435 +2026-01-07 14:50:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:795.40 total_reward_ma:760.66 loss:-0.02527 fps:1414 +frame:2.70e+05 wall_t:191 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.569 +2026-01-07 14:51:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:834.00 total_reward_ma:763.27 loss:-0.0277 fps:1414 +frame:2.80e+05 wall_t:198 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.501 +2026-01-07 14:51:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:865.40 total_reward_ma:766.80 loss:-0.02051 fps:1408 +frame:2.90e+05 wall_t:206 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.512 +2026-01-07 14:51:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:899.80 total_reward_ma:771.23 loss:-0.02756 fps:1408 +frame:3.00e+05 wall_t:213 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.565 +2026-01-07 14:51:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:899.40 total_reward_ma:775.36 loss:-0.01583 fps:1409 +frame:3.10e+05 wall_t:220 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.497 +2026-01-07 14:51:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:924.80 total_reward_ma:780.03 loss:-0.02207 fps:1404 +frame:3.20e+05 wall_t:228 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.512 +2026-01-07 14:51:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1027.20 total_reward_ma:787.52 loss:-0.01712 fps:1398 +frame:3.30e+05 wall_t:236 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.441 +2026-01-07 14:51:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1091.60 total_reward_ma:796.47 loss:-0.01887 fps:1399 +frame:3.40e+05 wall_t:243 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.515 +2026-01-07 14:51:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1188.80 total_reward_ma:807.68 loss:-0.01687 fps:1406 +frame:3.50e+05 wall_t:249 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.461 +2026-01-07 14:51:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1243.40 total_reward_ma:819.78 loss:-0.02673 fps:1406 +frame:3.60e+05 wall_t:256 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.479 +2026-01-07 14:52:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1368.60 total_reward_ma:834.61 loss:-0.02493 fps:1402 +frame:3.70e+05 wall_t:264 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.487 +2026-01-07 14:52:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1488.00 total_reward_ma:851.81 loss:-0.02581 fps:1402 +frame:3.80e+05 wall_t:271 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.451 +2026-01-07 14:52:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1515.20 total_reward_ma:868.82 loss:-0.02235 fps:1403 +frame:3.90e+05 wall_t:278 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.423 +2026-01-07 14:52:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1525.60 total_reward_ma:885.24 loss:-0.01872 fps:1404 +frame:4.00e+05 wall_t:285 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.407 +2026-01-07 14:52:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1526.80 total_reward_ma:900.89 loss:-0.02233 fps:1404 +frame:4.10e+05 wall_t:292 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.415 +2026-01-07 14:52:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1576.60 total_reward_ma:916.97 loss:-0.02246 fps:1405 +frame:4.20e+05 wall_t:299 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.421 +2026-01-07 14:52:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1641.60 total_reward_ma:933.83 loss:-0.01969 fps:1410 +frame:4.30e+05 wall_t:305 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.463 +2026-01-07 14:52:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1896.00 total_reward_ma:955.69 loss:-0.01737 fps:1410 +frame:4.40e+05 wall_t:312 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.402 +2026-01-07 14:53:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:1961.00 total_reward_ma:978.03 loss:-0.02188 fps:1411 +frame:4.50e+05 wall_t:319 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.366 +2026-01-07 14:53:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2156.60 total_reward_ma:1003.65 loss:-0.02389 fps:1411 +frame:4.60e+05 wall_t:326 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.304 +2026-01-07 14:53:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2230.60 total_reward_ma:1029.76 loss:-0.02143 fps:1411 +frame:4.70e+05 wall_t:333 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.281 +2026-01-07 14:53:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2280.20 total_reward_ma:1055.81 loss:-0.02223 fps:1408 +frame:4.80e+05 wall_t:341 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.262 +2026-01-07 14:53:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2420.80 total_reward_ma:1083.67 loss:-0.02391 fps:1408 +frame:4.90e+05 wall_t:348 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.242 +2026-01-07 14:53:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2452.80 total_reward_ma:1111.05 loss:-0.01719 fps:1404 +frame:5.00e+05 wall_t:356 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.227 +2026-01-07 14:53:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2622.00 total_reward_ma:1140.68 loss:-0.01571 fps:1405 +frame:5.10e+05 wall_t:363 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.21 +2026-01-07 14:53:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2692.80 total_reward_ma:1170.52 loss:-0.01884 fps:1405 +frame:5.20e+05 wall_t:370 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.1 +2026-01-07 14:54:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2770.00 total_reward_ma:1200.70 loss:-0.01729 fps:1402 +frame:5.30e+05 wall_t:378 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.125 +2026-01-07 14:54:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2833.80 total_reward_ma:1230.95 loss:-0.01433 fps:1403 +frame:5.40e+05 wall_t:385 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.075 +2026-01-07 14:54:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2832.60 total_reward_ma:1260.07 loss:-0.01436 fps:1403 +frame:5.50e+05 wall_t:392 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.06 +2026-01-07 14:54:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2940.00 total_reward_ma:1290.07 loss:-0.01938 fps:1404 +frame:5.60e+05 wall_t:399 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.134 +2026-01-07 14:54:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2928.70 total_reward_ma:1318.81 loss:-0.01338 fps:1404 +frame:5.70e+05 wall_t:406 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.074 +2026-01-07 14:54:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2943.90 total_reward_ma:1346.83 loss:-0.01506 fps:1401 +frame:5.80e+05 wall_t:414 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.035 +2026-01-07 14:54:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2958.40 total_reward_ma:1374.15 loss:-0.01449 fps:1395 +frame:5.90e+05 wall_t:423 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.023 +2026-01-07 14:54:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2923.30 total_reward_ma:1399.97 loss:-0.002189 fps:1392 +frame:6.00e+05 wall_t:431 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.046 +2026-01-07 14:55:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2909.80 total_reward_ma:1424.72 loss:-0.006426 fps:1393 +frame:6.10e+05 wall_t:438 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.066 +2026-01-07 14:55:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2942.90 total_reward_ma:1449.20 loss:0.01169 fps:1393 +frame:6.20e+05 wall_t:445 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.037 +2026-01-07 14:55:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2933.00 total_reward_ma:1472.76 loss:-0.003436 fps:1394 +frame:6.30e+05 wall_t:452 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.9279 +2026-01-07 14:55:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3040.90 total_reward_ma:1497.26 loss:-0.01423 fps:1394 +frame:6.40e+05 wall_t:459 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.049 +2026-01-07 14:55:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3081.10 total_reward_ma:1521.63 loss:-0.005374 fps:1395 +frame:6.50e+05 wall_t:466 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.016 +2026-01-07 14:55:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3115.20 total_reward_ma:1545.77 loss:0.00703 fps:1395 +frame:6.60e+05 wall_t:473 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.041 +2026-01-07 14:55:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3155.20 total_reward_ma:1569.79 loss:-0.01733 fps:1396 +frame:6.70e+05 wall_t:480 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9101 +2026-01-07 14:55:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3131.30 total_reward_ma:1592.76 loss:-0.004493 fps:1396 +frame:6.80e+05 wall_t:487 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.954 +2026-01-07 14:55:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3114.20 total_reward_ma:1614.81 loss:-0.01494 fps:1400 +frame:6.90e+05 wall_t:493 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9509 +2026-01-07 14:56:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3124.60 total_reward_ma:1636.37 loss:-0.009357 fps:1400 +frame:7.00e+05 wall_t:500 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.9217 +2026-01-07 14:56:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3050.70 total_reward_ma:1656.29 loss:-0.009786 fps:1400 +frame:7.10e+05 wall_t:507 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.8931 +2026-01-07 14:56:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3042.50 total_reward_ma:1675.55 loss:-0.01072 fps:1398 +frame:7.20e+05 wall_t:515 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9404 +2026-01-07 14:56:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3046.80 total_reward_ma:1694.33 loss:-0.01643 fps:1398 +frame:7.30e+05 wall_t:522 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.047 +2026-01-07 14:56:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3017.20 total_reward_ma:1712.21 loss:0.01215 fps:1399 +frame:7.40e+05 wall_t:529 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.9497 +2026-01-07 14:56:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3038.70 total_reward_ma:1729.89 loss:-4.122e-05 fps:1399 +frame:7.50e+05 wall_t:536 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.9557 +2026-01-07 14:56:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3043.50 total_reward_ma:1747.18 loss:-0.01472 fps:1400 +frame:7.60e+05 wall_t:543 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.07 +2026-01-07 14:56:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3054.90 total_reward_ma:1764.16 loss:-0.007657 fps:1400 +frame:7.70e+05 wall_t:550 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.9515 +2026-01-07 14:57:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3040.70 total_reward_ma:1780.53 loss:-0.0126 fps:1400 +frame:7.80e+05 wall_t:557 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.071 +2026-01-07 14:57:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3024.70 total_reward_ma:1796.28 loss:-0.004803 fps:1401 +frame:7.90e+05 wall_t:564 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.9877 +2026-01-07 14:57:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3040.60 total_reward_ma:1811.83 loss:0.009321 fps:1401 +frame:8.00e+05 wall_t:571 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.9848 +2026-01-07 14:57:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3099.90 total_reward_ma:1827.73 loss:-0.01072 fps:1399 +frame:8.10e+05 wall_t:579 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.01 +2026-01-07 14:57:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3038.10 total_reward_ma:1842.49 loss:-0.008323 fps:1397 +frame:8.20e+05 wall_t:587 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9224 +2026-01-07 14:57:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3069.50 total_reward_ma:1857.28 loss:-5.86e-06 fps:1397 +frame:8.30e+05 wall_t:594 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.054 +2026-01-07 14:57:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3038.00 total_reward_ma:1871.33 loss:-0.01484 fps:1395 +frame:8.40e+05 wall_t:602 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.026 +2026-01-07 14:57:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:2978.90 total_reward_ma:1884.36 loss:-0.01093 fps:1396 +frame:8.50e+05 wall_t:609 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.091 +2026-01-07 14:57:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3098.30 total_reward_ma:1898.48 loss:-0.008837 fps:1396 +frame:8.60e+05 wall_t:616 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.981 +2026-01-07 14:58:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3140.50 total_reward_ma:1912.76 loss:-0.008688 fps:1394 +frame:8.70e+05 wall_t:624 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.9742 +2026-01-07 14:58:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3075.10 total_reward_ma:1925.96 loss:-0.002927 fps:1392 +frame:8.80e+05 wall_t:632 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.072 +2026-01-07 14:58:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3095.70 total_reward_ma:1939.11 loss:-0.008208 fps:1393 +frame:8.90e+05 wall_t:639 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9297 +2026-01-07 14:58:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3085.00 total_reward_ma:1951.84 loss:-0.009366 fps:1393 +frame:9.00e+05 wall_t:646 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.9934 +2026-01-07 14:58:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3095.00 total_reward_ma:1964.40 loss:0.01334 fps:1391 +frame:9.10e+05 wall_t:654 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.051 +2026-01-07 14:58:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3176.20 total_reward_ma:1977.57 loss:-0.01147 fps:1394 +frame:9.20e+05 wall_t:660 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.062 +2026-01-07 14:58:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3207.20 total_reward_ma:1990.79 loss:-0.01043 fps:1392 +frame:9.30e+05 wall_t:668 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.072 +2026-01-07 14:58:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3179.90 total_reward_ma:2003.44 loss:-0.005157 fps:1393 +frame:9.40e+05 wall_t:675 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.9739 +2026-01-07 14:59:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3151.90 total_reward_ma:2015.53 loss:0.007839 fps:1393 +frame:9.50e+05 wall_t:682 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.079 +2026-01-07 14:59:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3112.20 total_reward_ma:2026.96 loss:-0.00339 fps:1393 +frame:9.60e+05 wall_t:689 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.042 +2026-01-07 14:59:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3105.60 total_reward_ma:2038.08 loss:0.00565 fps:1392 +frame:9.70e+05 wall_t:697 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.9924 +2026-01-07 14:59:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3120.70 total_reward_ma:2049.12 loss:-0.0132 fps:1392 +frame:9.80e+05 wall_t:704 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.027 +2026-01-07 14:59:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3184.70 total_reward_ma:2060.59 loss:0.006507 fps:1392 +frame:9.90e+05 wall_t:711 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.112 +2026-01-07 14:59:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3244.70 total_reward_ma:2072.44 loss:-0.009712 fps:1393 +frame:1.00e+06 wall_t:718 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.105 +2026-01-07 14:59:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3210.40 total_reward_ma:2096.34 loss:-0.004855 fps:1393 +frame:1.01e+06 wall_t:725 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.048 +2026-01-07 14:59:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3184.90 total_reward_ma:2120.16 loss:0.008788 fps:1393 +frame:1.02e+06 wall_t:732 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.093 +2026-01-07 15:00:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3169.10 total_reward_ma:2143.54 loss:0.0004702 fps:1396 +frame:1.03e+06 wall_t:738 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.079 +2026-01-07 15:00:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3104.80 total_reward_ma:2166.63 loss:-0.001132 fps:1394 +frame:1.04e+06 wall_t:746 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.027 +2026-01-07 15:00:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3155.50 total_reward_ma:2190.60 loss:0.004524 fps:1394 +frame:1.05e+06 wall_t:753 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.12 +2026-01-07 15:00:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3153.20 total_reward_ma:2214.47 loss:0.001718 fps:1395 +frame:1.06e+06 wall_t:760 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.158 +2026-01-07 15:00:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3169.10 total_reward_ma:2238.37 loss:-0.005544 fps:1395 +frame:1.07e+06 wall_t:767 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.054 +2026-01-07 15:00:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3222.10 total_reward_ma:2262.64 loss:0.003854 fps:1395 +frame:1.08e+06 wall_t:774 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.128 +2026-01-07 15:00:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3226.20 total_reward_ma:2286.76 loss:-0.01012 fps:1396 +frame:1.09e+06 wall_t:781 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.206 +2026-01-07 15:00:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3325.70 total_reward_ma:2311.96 loss:-0.0116 fps:1394 +frame:1.10e+06 wall_t:789 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.097 +2026-01-07 15:00:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3385.90 total_reward_ma:2338.07 loss:0.006897 fps:1394 +frame:1.11e+06 wall_t:796 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.122 +2026-01-07 15:01:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3355.40 total_reward_ma:2363.92 loss:0.008319 fps:1395 +frame:1.12e+06 wall_t:803 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.043 +2026-01-07 15:01:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3420.10 total_reward_ma:2390.70 loss:0.005641 fps:1395 +frame:1.13e+06 wall_t:810 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.093 +2026-01-07 15:01:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3370.00 total_reward_ma:2417.35 loss:-0.01991 fps:1395 +frame:1.14e+06 wall_t:817 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.148 +2026-01-07 15:01:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3369.10 total_reward_ma:2444.31 loss:0.01058 fps:1397 +frame:1.15e+06 wall_t:823 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.164 +2026-01-07 15:01:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3369.30 total_reward_ma:2471.58 loss:-0.001147 fps:1398 +frame:1.16e+06 wall_t:830 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.113 +2026-01-07 15:01:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3305.60 total_reward_ma:2498.09 loss:0.005545 fps:1396 +frame:1.17e+06 wall_t:838 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.068 +2026-01-07 15:01:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3245.70 total_reward_ma:2523.77 loss:0.01756 fps:1396 +frame:1.18e+06 wall_t:845 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.031 +2026-01-07 15:01:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3189.90 total_reward_ma:2548.73 loss:-0.01736 fps:1397 +frame:1.19e+06 wall_t:852 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.094 +2026-01-07 15:02:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3178.80 total_reward_ma:2573.65 loss:0.01202 fps:1397 +frame:1.20e+06 wall_t:859 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.088 +2026-01-07 15:02:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3236.10 total_reward_ma:2598.57 loss:0.0008025 fps:1397 +frame:1.21e+06 wall_t:866 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.089 +2026-01-07 15:02:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3312.00 total_reward_ma:2623.88 loss:0.008428 fps:1397 +frame:1.22e+06 wall_t:873 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.055 +2026-01-07 15:02:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3295.10 total_reward_ma:2648.64 loss:0.00669 fps:1396 +frame:1.23e+06 wall_t:881 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.07 +2026-01-07 15:02:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3262.40 total_reward_ma:2673.11 loss:-0.01987 fps:1396 +frame:1.24e+06 wall_t:888 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.077 +2026-01-07 15:02:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3175.40 total_reward_ma:2696.85 loss:-0.009611 fps:1397 +frame:1.25e+06 wall_t:895 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.171 +2026-01-07 15:02:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3140.10 total_reward_ma:2720.33 loss:-0.008298 fps:1397 +frame:1.26e+06 wall_t:902 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.115 +2026-01-07 15:02:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3182.40 total_reward_ma:2744.20 loss:-0.008424 fps:1397 +frame:1.27e+06 wall_t:909 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.119 +2026-01-07 15:02:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3204.60 total_reward_ma:2767.91 loss:0.004229 fps:1397 +frame:1.28e+06 wall_t:916 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.096 +2026-01-07 15:03:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3300.50 total_reward_ma:2792.26 loss:-0.005215 fps:1399 +frame:1.29e+06 wall_t:922 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.11 +2026-01-07 15:03:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3337.20 total_reward_ma:2816.63 loss:-0.001605 fps:1399 +frame:1.30e+06 wall_t:929 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.128 +2026-01-07 15:03:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3288.10 total_reward_ma:2840.52 loss:0.001805 fps:1400 +frame:1.31e+06 wall_t:936 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.047 +2026-01-07 15:03:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3237.60 total_reward_ma:2863.65 loss:0.01932 fps:1400 +frame:1.32e+06 wall_t:943 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.038 +2026-01-07 15:03:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3195.40 total_reward_ma:2885.33 loss:0.005834 fps:1400 +frame:1.33e+06 wall_t:950 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.1 +2026-01-07 15:03:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3295.60 total_reward_ma:2907.37 loss:0.002331 fps:1400 +frame:1.34e+06 wall_t:957 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.004 +2026-01-07 15:03:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3351.50 total_reward_ma:2929.00 loss:0.005832 fps:1400 +frame:1.35e+06 wall_t:964 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.157 +2026-01-07 15:03:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3326.10 total_reward_ma:2949.82 loss:-0.01106 fps:1401 +frame:1.36e+06 wall_t:971 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.07 +2026-01-07 15:04:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3334.00 total_reward_ma:2969.48 loss:-0.004677 fps:1401 +frame:1.37e+06 wall_t:978 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.05 +2026-01-07 15:04:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3213.20 total_reward_ma:2986.73 loss:-0.0136 fps:1401 +frame:1.38e+06 wall_t:985 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.129 +2026-01-07 15:04:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3316.00 total_reward_ma:3004.74 loss:0.005026 fps:1400 +frame:1.39e+06 wall_t:993 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.105 +2026-01-07 15:04:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3300.30 total_reward_ma:3022.49 loss:0.03112 fps:1400 +frame:1.40e+06 wall_t:1000 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.034 +2026-01-07 15:04:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3314.10 total_reward_ma:3040.36 loss:0.006749 fps:1400 +frame:1.41e+06 wall_t:1007 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.9776 +2026-01-07 15:04:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3325.60 total_reward_ma:3057.85 loss:-0.007015 fps:1400 +frame:1.42e+06 wall_t:1014 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.041 +2026-01-07 15:04:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3246.90 total_reward_ma:3073.90 loss:-0.004363 fps:1401 +frame:1.43e+06 wall_t:1021 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.18 +2026-01-07 15:04:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3301.50 total_reward_ma:3087.96 loss:0.009678 fps:1401 +frame:1.44e+06 wall_t:1028 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.064 +2026-01-07 15:04:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3342.60 total_reward_ma:3101.77 loss:0.0196 fps:1401 +frame:1.45e+06 wall_t:1035 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.115 +2026-01-07 15:05:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3352.70 total_reward_ma:3113.73 loss:-0.003295 fps:1401 +frame:1.46e+06 wall_t:1042 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.197 +2026-01-07 15:05:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3418.70 total_reward_ma:3125.61 loss:0.00301 fps:1403 +frame:1.47e+06 wall_t:1048 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.087 +2026-01-07 15:05:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3471.30 total_reward_ma:3137.52 loss:-0.002557 fps:1402 +frame:1.48e+06 wall_t:1056 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.192 +2026-01-07 15:05:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3427.50 total_reward_ma:3147.59 loss:0.005205 fps:1403 +frame:1.49e+06 wall_t:1062 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.206 +2026-01-07 15:05:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3391.20 total_reward_ma:3156.98 loss:0.01247 fps:1402 +frame:1.50e+06 wall_t:1070 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.188 +2026-01-07 15:05:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3408.10 total_reward_ma:3164.84 loss:0.0003521 fps:1403 +frame:1.51e+06 wall_t:1076 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.267 +2026-01-07 15:05:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3361.20 total_reward_ma:3171.52 loss:0.002136 fps:1402 +frame:1.52e+06 wall_t:1084 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.256 +2026-01-07 15:05:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3360.40 total_reward_ma:3177.42 loss:0.001861 fps:1402 +frame:1.53e+06 wall_t:1091 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.12 +2026-01-07 15:06:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3391.80 total_reward_ma:3183.00 loss:0.01483 fps:1404 +frame:1.54e+06 wall_t:1097 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.231 +2026-01-07 15:06:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3322.60 total_reward_ma:3187.91 loss:-0.0009218 fps:1404 +frame:1.55e+06 wall_t:1104 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.215 +2026-01-07 15:06:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3284.40 total_reward_ma:3191.35 loss:0.01674 fps:1403 +frame:1.56e+06 wall_t:1112 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.262 +2026-01-07 15:06:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3227.10 total_reward_ma:3194.33 loss:0.01172 fps:1403 +frame:1.57e+06 wall_t:1119 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.167 +2026-01-07 15:06:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3222.90 total_reward_ma:3197.12 loss:0.01303 fps:1404 +frame:1.58e+06 wall_t:1125 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.183 +2026-01-07 15:06:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3264.00 total_reward_ma:3200.18 loss:-0.005406 fps:1405 +frame:1.59e+06 wall_t:1132 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.223 +2026-01-07 15:06:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3271.70 total_reward_ma:3203.66 loss:0.003845 fps:1404 +frame:1.60e+06 wall_t:1140 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.236 +2026-01-07 15:06:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3406.70 total_reward_ma:3208.63 loss:0.00674 fps:1404 +frame:1.61e+06 wall_t:1147 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.212 +2026-01-07 15:06:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3374.00 total_reward_ma:3212.94 loss:0.02231 fps:1403 +frame:1.62e+06 wall_t:1155 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.173 +2026-01-07 15:07:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3391.10 total_reward_ma:3217.52 loss:0.003247 fps:1403 +frame:1.63e+06 wall_t:1162 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.177 +2026-01-07 15:07:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3400.30 total_reward_ma:3221.12 loss:0.02173 fps:1403 +frame:1.64e+06 wall_t:1169 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.155 +2026-01-07 15:07:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3379.70 total_reward_ma:3224.10 loss:0.01602 fps:1403 +frame:1.65e+06 wall_t:1176 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.102 +2026-01-07 15:07:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3351.30 total_reward_ma:3226.47 loss:0.003058 fps:1402 +frame:1.66e+06 wall_t:1184 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.147 +2026-01-07 15:07:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3336.30 total_reward_ma:3228.28 loss:0.03005 fps:1402 +frame:1.67e+06 wall_t:1191 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.194 +2026-01-07 15:07:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3355.60 total_reward_ma:3230.52 loss:-0.002231 fps:1402 +frame:1.68e+06 wall_t:1198 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.1 +2026-01-07 15:07:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3389.50 total_reward_ma:3233.27 loss:0.02558 fps:1402 +frame:1.69e+06 wall_t:1205 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.177 +2026-01-07 15:07:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3488.80 total_reward_ma:3236.91 loss:0.04922 fps:1403 +frame:1.70e+06 wall_t:1212 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.175 +2026-01-07 15:08:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3460.60 total_reward_ma:3241.01 loss:0.01758 fps:1403 +frame:1.71e+06 wall_t:1219 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.172 +2026-01-07 15:08:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3492.30 total_reward_ma:3245.51 loss:0.01627 fps:1403 +frame:1.72e+06 wall_t:1226 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.218 +2026-01-07 15:08:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3456.10 total_reward_ma:3249.60 loss:0.03828 fps:1403 +frame:1.73e+06 wall_t:1233 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.11 +2026-01-07 15:08:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3495.60 total_reward_ma:3254.39 loss:0.02226 fps:1403 +frame:1.74e+06 wall_t:1240 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.083 +2026-01-07 15:08:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3443.60 total_reward_ma:3258.44 loss:0.01993 fps:1403 +frame:1.75e+06 wall_t:1247 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.267 +2026-01-07 15:08:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3513.80 total_reward_ma:3263.14 loss:0.02323 fps:1404 +frame:1.76e+06 wall_t:1254 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.153 +2026-01-07 15:08:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3433.20 total_reward_ma:3266.92 loss:0.01949 fps:1404 +frame:1.77e+06 wall_t:1261 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.106 +2026-01-07 15:08:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3406.50 total_reward_ma:3270.58 loss:0.0413 fps:1405 +frame:1.78e+06 wall_t:1267 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.055 +2026-01-07 15:08:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3456.80 total_reward_ma:3274.90 loss:0.02506 fps:1404 +frame:1.79e+06 wall_t:1275 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.042 +2026-01-07 15:09:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3475.60 total_reward_ma:3279.25 loss:0.03042 fps:1405 +frame:1.80e+06 wall_t:1281 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.101 +2026-01-07 15:09:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3531.90 total_reward_ma:3283.57 loss:0.0138 fps:1405 +frame:1.81e+06 wall_t:1288 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.096 +2026-01-07 15:09:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3460.40 total_reward_ma:3287.80 loss:0.006135 fps:1405 +frame:1.82e+06 wall_t:1295 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.101 +2026-01-07 15:09:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3446.50 total_reward_ma:3291.57 loss:0.028 fps:1406 +frame:1.83e+06 wall_t:1302 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.15 +2026-01-07 15:09:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3495.10 total_reward_ma:3296.14 loss:0.02256 fps:1406 +frame:1.84e+06 wall_t:1309 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.159 +2026-01-07 15:09:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3502.90 total_reward_ma:3301.38 loss:0.02903 fps:1406 +frame:1.85e+06 wall_t:1316 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.041 +2026-01-07 15:09:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3551.50 total_reward_ma:3305.91 loss:0.01603 fps:1406 +frame:1.86e+06 wall_t:1323 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.146 +2026-01-07 15:09:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3507.70 total_reward_ma:3309.58 loss:0.01066 fps:1406 +frame:1.87e+06 wall_t:1330 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.128 +2026-01-07 15:09:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3382.20 total_reward_ma:3312.65 loss:0.02364 fps:1407 +frame:1.88e+06 wall_t:1336 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.037 +2026-01-07 15:10:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3352.40 total_reward_ma:3315.22 loss:0.01397 fps:1407 +frame:1.89e+06 wall_t:1343 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.034 +2026-01-07 15:10:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3388.00 total_reward_ma:3318.25 loss:-0.005079 fps:1407 +frame:1.90e+06 wall_t:1350 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.116 +2026-01-07 15:10:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3431.00 total_reward_ma:3321.61 loss:0.01255 fps:1406 +frame:1.91e+06 wall_t:1358 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.11 +2026-01-07 15:10:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3543.70 total_reward_ma:3325.28 loss:0.01374 fps:1408 +frame:1.92e+06 wall_t:1364 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.088 +2026-01-07 15:10:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3652.70 total_reward_ma:3329.74 loss:0.02438 fps:1407 +frame:1.93e+06 wall_t:1372 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.048 +2026-01-07 15:10:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3677.40 total_reward_ma:3334.71 loss:0.02717 fps:1407 +frame:1.94e+06 wall_t:1379 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.139 +2026-01-07 15:10:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3586.90 total_reward_ma:3339.06 loss:0.03911 fps:1407 +frame:1.95e+06 wall_t:1386 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.069 +2026-01-07 15:10:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3578.10 total_reward_ma:3343.72 loss:0.03124 fps:1406 +frame:1.96e+06 wall_t:1394 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.002 +2026-01-07 15:11:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3602.50 total_reward_ma:3348.69 loss:0.02608 fps:1407 +frame:1.97e+06 wall_t:1400 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.09 +2026-01-07 15:11:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3627.60 total_reward_ma:3353.76 loss:-0.000127 fps:1407 +frame:1.98e+06 wall_t:1407 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.06 +2026-01-07 15:11:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3720.10 total_reward_ma:3359.11 loss:0.01714 fps:1407 +frame:1.99e+06 wall_t:1414 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.154 +2026-01-07 15:11:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3715.00 total_reward_ma:3363.82 loss:0.04047 fps:1407 +frame:2.00e+06 wall_t:1421 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.059 +2026-01-07 15:11:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3765.80 total_reward_ma:3369.37 loss:0.01502 fps:1408 +frame:2.01e+06 wall_t:1428 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.01 +2026-01-07 15:11:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3708.50 total_reward_ma:3374.61 loss:0.01751 fps:1408 +frame:2.02e+06 wall_t:1435 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.071 +2026-01-07 15:11:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3707.50 total_reward_ma:3379.99 loss:-0.0004965 fps:1409 +frame:2.03e+06 wall_t:1441 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.045 +2026-01-07 15:11:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3679.30 total_reward_ma:3385.74 loss:0.01094 fps:1408 +frame:2.04e+06 wall_t:1449 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9772 +2026-01-07 15:11:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3665.70 total_reward_ma:3390.84 loss:0.02989 fps:1409 +frame:2.05e+06 wall_t:1455 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.028 +2026-01-07 15:12:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3666.90 total_reward_ma:3395.98 loss:0.02598 fps:1409 +frame:2.06e+06 wall_t:1462 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.038 +2026-01-07 15:12:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3645.80 total_reward_ma:3400.74 loss:0.01491 fps:1409 +frame:2.07e+06 wall_t:1469 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.017 +2026-01-07 15:12:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3725.60 total_reward_ma:3405.78 loss:0.02406 fps:1409 +frame:2.08e+06 wall_t:1476 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.032 +2026-01-07 15:12:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3741.60 total_reward_ma:3410.93 loss:0.02166 fps:1409 +frame:2.09e+06 wall_t:1483 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.9578 +2026-01-07 15:12:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3765.10 total_reward_ma:3415.32 loss:0.005423 fps:1409 +frame:2.10e+06 wall_t:1490 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.072 +2026-01-07 15:12:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3688.80 total_reward_ma:3418.35 loss:0.01887 fps:1409 +frame:2.11e+06 wall_t:1497 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.064 +2026-01-07 15:12:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3718.10 total_reward_ma:3421.98 loss:0.01905 fps:1409 +frame:2.12e+06 wall_t:1505 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.9675 +2026-01-07 15:12:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3708.00 total_reward_ma:3424.86 loss:0.02016 fps:1409 +frame:2.13e+06 wall_t:1512 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.9776 +2026-01-07 15:13:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3711.50 total_reward_ma:3428.27 loss:0.01304 fps:1410 +frame:2.14e+06 wall_t:1518 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.9755 +2026-01-07 15:13:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3658.40 total_reward_ma:3431.17 loss:0.02065 fps:1410 +frame:2.15e+06 wall_t:1525 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.012 +2026-01-07 15:13:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3619.00 total_reward_ma:3433.67 loss:0.002434 fps:1409 +frame:2.16e+06 wall_t:1533 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.9976 +2026-01-07 15:13:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3628.10 total_reward_ma:3436.89 loss:0.01632 fps:1408 +frame:2.17e+06 wall_t:1541 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.998 +2026-01-07 15:13:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3638.00 total_reward_ma:3440.81 loss:0.01647 fps:1407 +frame:2.18e+06 wall_t:1549 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.95 +2026-01-07 15:13:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3647.40 total_reward_ma:3445.39 loss:0.02801 fps:1407 +frame:2.19e+06 wall_t:1557 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.95 +2026-01-07 15:13:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3679.70 total_reward_ma:3450.40 loss:0.01141 fps:1408 +frame:2.20e+06 wall_t:1563 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.942 +2026-01-07 15:13:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3723.90 total_reward_ma:3455.27 loss:-0.005184 fps:1407 +frame:2.21e+06 wall_t:1571 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.9601 +2026-01-07 15:14:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3782.50 total_reward_ma:3459.98 loss:0.02489 fps:1407 +frame:2.22e+06 wall_t:1578 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.8912 +2026-01-07 15:14:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.10 total_reward_ma:3465.92 loss:0.02932 fps:1408 +frame:2.23e+06 wall_t:1584 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.9901 +2026-01-07 15:14:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3826.40 total_reward_ma:3471.56 loss:0.01861 fps:1408 +frame:2.24e+06 wall_t:1591 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.017 +2026-01-07 15:14:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3730.40 total_reward_ma:3477.11 loss:0.00892 fps:1407 +frame:2.25e+06 wall_t:1599 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.016 +2026-01-07 15:14:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3694.60 total_reward_ma:3482.66 loss:-0.005811 fps:1406 +frame:2.26e+06 wall_t:1607 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.017 +2026-01-07 15:14:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3693.60 total_reward_ma:3487.77 loss:0.01734 fps:1406 +frame:2.27e+06 wall_t:1615 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.9743 +2026-01-07 15:14:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3688.90 total_reward_ma:3492.61 loss:0.02607 fps:1405 +frame:2.28e+06 wall_t:1623 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.003 +2026-01-07 15:14:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3661.30 total_reward_ma:3496.22 loss:0.01496 fps:1405 +frame:2.29e+06 wall_t:1630 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1 +2026-01-07 15:15:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3649.90 total_reward_ma:3499.35 loss:0.009779 fps:1405 +frame:2.30e+06 wall_t:1637 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.039 +2026-01-07 15:15:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3732.60 total_reward_ma:3503.79 loss:0.01957 fps:1404 +frame:2.31e+06 wall_t:1645 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.9602 +2026-01-07 15:15:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3726.70 total_reward_ma:3508.68 loss:0.000664 fps:1404 +frame:2.32e+06 wall_t:1653 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.003 +2026-01-07 15:15:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3690.90 total_reward_ma:3513.64 loss:0.02449 fps:1404 +frame:2.33e+06 wall_t:1660 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.9882 +2026-01-07 15:15:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3658.80 total_reward_ma:3517.27 loss:-0.001163 fps:1404 +frame:2.34e+06 wall_t:1667 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.984 +2026-01-07 15:15:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3717.10 total_reward_ma:3520.92 loss:0.0286 fps:1404 +frame:2.35e+06 wall_t:1674 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8918 +2026-01-07 15:15:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3730.10 total_reward_ma:3524.96 loss:0.01658 fps:1404 +frame:2.36e+06 wall_t:1681 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9846 +2026-01-07 15:15:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3824.40 total_reward_ma:3529.87 loss:0.02352 fps:1404 +frame:2.37e+06 wall_t:1688 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.9072 +2026-01-07 15:15:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3815.40 total_reward_ma:3535.89 loss:0.0142 fps:1403 +frame:2.38e+06 wall_t:1696 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.9414 +2026-01-07 15:16:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3742.70 total_reward_ma:3540.16 loss:0.02601 fps:1404 +frame:2.39e+06 wall_t:1702 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.8953 +2026-01-07 15:16:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3684.90 total_reward_ma:3544.00 loss:-0.001265 fps:1404 +frame:2.40e+06 wall_t:1709 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.941 +2026-01-07 15:16:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3607.20 total_reward_ma:3546.93 loss:0.01377 fps:1404 +frame:2.41e+06 wall_t:1716 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9694 +2026-01-07 15:16:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3626.30 total_reward_ma:3549.94 loss:0.02853 fps:1404 +frame:2.42e+06 wall_t:1724 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.8129 +2026-01-07 15:16:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3670.70 total_reward_ma:3554.18 loss:0.01354 fps:1404 +frame:2.43e+06 wall_t:1731 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.8547 +2026-01-07 15:16:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3720.20 total_reward_ma:3558.37 loss:0.01234 fps:1404 +frame:2.44e+06 wall_t:1738 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9995 +2026-01-07 15:16:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3694.90 total_reward_ma:3561.89 loss:0.01737 fps:1404 +frame:2.45e+06 wall_t:1745 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.89 +2026-01-07 15:16:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3610.10 total_reward_ma:3564.46 loss:0.0243 fps:1404 +frame:2.46e+06 wall_t:1752 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9051 +2026-01-07 15:17:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3666.60 total_reward_ma:3566.94 loss:0.005073 fps:1403 +frame:2.47e+06 wall_t:1760 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.8783 +2026-01-07 15:17:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3744.60 total_reward_ma:3569.67 loss:0.008714 fps:1404 +frame:2.48e+06 wall_t:1766 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.022 +2026-01-07 15:17:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.50 total_reward_ma:3574.08 loss:0.01534 fps:1404 +frame:2.49e+06 wall_t:1773 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9077 +2026-01-07 15:17:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.40 total_reward_ma:3578.87 loss:0.0006455 fps:1404 +frame:2.50e+06 wall_t:1781 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9449 +2026-01-07 15:17:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3829.70 total_reward_ma:3583.08 loss:0.007467 fps:1404 +frame:2.51e+06 wall_t:1788 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9071 +2026-01-07 15:17:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3775.40 total_reward_ma:3587.23 loss:0.01676 fps:1405 +frame:2.52e+06 wall_t:1793 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.8267 +2026-01-07 15:17:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3734.60 total_reward_ma:3590.97 loss:-0.002247 fps:1406 +frame:2.53e+06 wall_t:1799 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.9387 +2026-01-07 15:17:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3766.30 total_reward_ma:3594.71 loss:0.008972 fps:1409 +frame:2.54e+06 wall_t:1803 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.9419 +2026-01-07 15:17:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3723.10 total_reward_ma:3598.72 loss:0.04544 fps:1410 +frame:2.55e+06 wall_t:1808 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.8667 +2026-01-07 15:17:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3740.20 total_reward_ma:3603.27 loss:0.01449 fps:1412 +frame:2.56e+06 wall_t:1813 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9623 +2026-01-07 15:18:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3756.90 total_reward_ma:3608.57 loss:0.03038 fps:1414 +frame:2.57e+06 wall_t:1818 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9025 +2026-01-07 15:18:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3733.90 total_reward_ma:3613.68 loss:0.01701 fps:1415 +frame:2.58e+06 wall_t:1823 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9172 +2026-01-07 15:18:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3781.50 total_reward_ma:3618.86 loss:0.01027 fps:1416 +frame:2.59e+06 wall_t:1829 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.8927 +2026-01-07 15:18:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3810.90 total_reward_ma:3624.25 loss:0.00479 fps:1418 +frame:2.60e+06 wall_t:1834 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9028 +2026-01-07 15:18:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.80 total_reward_ma:3628.67 loss:0.008171 fps:1419 +frame:2.61e+06 wall_t:1839 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.9431 +2026-01-07 15:18:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.30 total_reward_ma:3633.74 loss:0.01242 fps:1421 +frame:2.62e+06 wall_t:1844 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9527 +2026-01-07 15:18:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3833.60 total_reward_ma:3638.17 loss:-0.0001215 fps:1422 +frame:2.63e+06 wall_t:1849 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.003 +2026-01-07 15:18:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3744.60 total_reward_ma:3641.61 loss:0.01382 fps:1424 +frame:2.64e+06 wall_t:1854 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.8902 +2026-01-07 15:18:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3690.60 total_reward_ma:3644.72 loss:0.01013 fps:1425 +frame:2.65e+06 wall_t:1859 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.8154 +2026-01-07 15:18:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3743.10 total_reward_ma:3648.64 loss:0.01571 fps:1427 +frame:2.66e+06 wall_t:1864 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.834 +2026-01-07 15:18:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3763.90 total_reward_ma:3652.92 loss:-0.005552 fps:1429 +frame:2.67e+06 wall_t:1869 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.862 +2026-01-07 15:18:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3823.70 total_reward_ma:3657.60 loss:0.01612 fps:1429 +frame:2.68e+06 wall_t:1875 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.8775 +2026-01-07 15:19:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3782.50 total_reward_ma:3661.53 loss:-0.007444 fps:1431 +frame:2.69e+06 wall_t:1880 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9327 +2026-01-07 15:19:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3812.60 total_reward_ma:3664.76 loss:-0.006175 fps:1432 +frame:2.70e+06 wall_t:1885 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8811 +2026-01-07 15:19:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3829.70 total_reward_ma:3668.45 loss:0.01139 fps:1434 +frame:2.71e+06 wall_t:1890 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8997 +2026-01-07 15:19:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3886.40 total_reward_ma:3672.40 loss:0.009174 fps:1435 +frame:2.72e+06 wall_t:1895 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8821 +2026-01-07 15:19:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3890.40 total_reward_ma:3676.74 loss:-0.0006205 fps:1437 +frame:2.73e+06 wall_t:1900 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8182 +2026-01-07 15:19:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.40 total_reward_ma:3680.63 loss:-0.003111 fps:1439 +frame:2.74e+06 wall_t:1904 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.9418 +2026-01-07 15:19:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3803.80 total_reward_ma:3684.23 loss:0.01494 fps:1441 +frame:2.75e+06 wall_t:1909 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.9046 +2026-01-07 15:19:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3725.50 total_reward_ma:3686.35 loss:0.01853 fps:1441 +frame:2.76e+06 wall_t:1915 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8771 +2026-01-07 15:19:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3688.00 total_reward_ma:3688.89 loss:-0.005059 fps:1442 +frame:2.77e+06 wall_t:1921 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8411 +2026-01-07 15:19:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3755.90 total_reward_ma:3692.39 loss:0.002093 fps:1443 +frame:2.78e+06 wall_t:1926 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.8355 +2026-01-07 15:19:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3738.00 total_reward_ma:3695.20 loss:0.004803 fps:1445 +frame:2.79e+06 wall_t:1931 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8772 +2026-01-07 15:19:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3726.90 total_reward_ma:3697.71 loss:0.003111 fps:1446 +frame:2.80e+06 wall_t:1936 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.9636 +2026-01-07 15:20:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3684.20 total_reward_ma:3699.24 loss:0.005108 fps:1447 +frame:2.81e+06 wall_t:1942 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8904 +2026-01-07 15:20:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3752.90 total_reward_ma:3702.16 loss:0.007504 fps:1449 +frame:2.82e+06 wall_t:1946 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8932 +2026-01-07 15:20:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.80 total_reward_ma:3706.32 loss:0.00753 fps:1450 +frame:2.83e+06 wall_t:1952 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8435 +2026-01-07 15:20:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3920.70 total_reward_ma:3710.58 loss:-0.01044 fps:1450 +frame:2.84e+06 wall_t:1958 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9076 +2026-01-07 15:20:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3983.60 total_reward_ma:3715.39 loss:-0.003762 fps:1451 +frame:2.85e+06 wall_t:1964 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9403 +2026-01-07 15:20:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.40 total_reward_ma:3718.82 loss:0.007954 fps:1453 +frame:2.86e+06 wall_t:1969 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8509 +2026-01-07 15:20:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3722.57 loss:-0.004729 fps:1454 +frame:2.87e+06 wall_t:1974 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9109 +2026-01-07 15:20:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3730.60 total_reward_ma:3726.05 loss:0.008744 fps:1455 +frame:2.88e+06 wall_t:1980 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.878 +2026-01-07 15:20:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3725.00 total_reward_ma:3729.78 loss:0.01395 fps:1456 +frame:2.89e+06 wall_t:1985 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8695 +2026-01-07 15:20:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3704.70 total_reward_ma:3732.95 loss:0.01948 fps:1457 +frame:2.90e+06 wall_t:1990 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8859 +2026-01-07 15:20:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3741.30 total_reward_ma:3736.05 loss:8.917e-05 fps:1459 +frame:2.91e+06 wall_t:1995 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9006 +2026-01-07 15:21:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.80 total_reward_ma:3739.07 loss:-0.001463 fps:1459 +frame:2.92e+06 wall_t:2001 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8168 +2026-01-07 15:21:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3907.90 total_reward_ma:3741.62 loss:0.01397 fps:1460 +frame:2.93e+06 wall_t:2007 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8773 +2026-01-07 15:21:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3888.10 total_reward_ma:3743.73 loss:0.008775 fps:1461 +frame:2.94e+06 wall_t:2013 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9085 +2026-01-07 15:21:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.90 total_reward_ma:3746.40 loss:0.01332 fps:1461 +frame:2.95e+06 wall_t:2019 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.8398 +2026-01-07 15:21:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3815.50 total_reward_ma:3748.77 loss:0.005853 fps:1462 +frame:2.96e+06 wall_t:2025 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.8465 +2026-01-07 15:21:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.60 total_reward_ma:3751.59 loss:0.004807 fps:1463 +frame:2.97e+06 wall_t:2030 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8744 +2026-01-07 15:21:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3919.80 total_reward_ma:3754.52 loss:-0.01205 fps:1464 +frame:2.98e+06 wall_t:2036 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9746 +2026-01-07 15:21:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3959.10 total_reward_ma:3756.91 loss:-0.004091 fps:1464 +frame:2.99e+06 wall_t:2042 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8393 +2026-01-07 15:21:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.20 total_reward_ma:3758.65 loss:-0.006242 fps:1466 +frame:3.00e+06 wall_t:2047 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8899 +2026-01-07 15:21:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.90 total_reward_ma:3759.34 loss:0.01084 fps:1466 +frame:3.01e+06 wall_t:2053 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8769 +2026-01-07 15:22:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3819.90 total_reward_ma:3760.45 loss:0.01542 fps:1467 +frame:3.02e+06 wall_t:2058 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.805 +2026-01-07 15:22:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3790.20 total_reward_ma:3761.28 loss:-0.002991 fps:1468 +frame:3.03e+06 wall_t:2064 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.8775 +2026-01-07 15:22:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3807.50 total_reward_ma:3762.56 loss:0.008013 fps:1469 +frame:3.04e+06 wall_t:2069 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.8741 +2026-01-07 15:22:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3807.90 total_reward_ma:3763.98 loss:-0.0006487 fps:1471 +frame:3.05e+06 wall_t:2074 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.8397 +2026-01-07 15:22:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3822.50 total_reward_ma:3765.54 loss:0.02139 fps:1471 +frame:3.06e+06 wall_t:2080 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.846 +2026-01-07 15:22:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3789.00 total_reward_ma:3766.97 loss:0.006327 fps:1472 +frame:3.07e+06 wall_t:2085 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8056 +2026-01-07 15:22:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3768.00 total_reward_ma:3767.40 loss:-0.0002906 fps:1474 +frame:3.08e+06 wall_t:2090 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.7786 +2026-01-07 15:22:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3729.80 total_reward_ma:3767.28 loss:0.01285 fps:1475 +frame:3.09e+06 wall_t:2095 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.7409 +2026-01-07 15:22:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3728.40 total_reward_ma:3766.91 loss:-0.005354 fps:1476 +frame:3.10e+06 wall_t:2100 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.79 +2026-01-07 15:22:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3767.70 total_reward_ma:3767.70 loss:0.001786 fps:1477 +frame:3.11e+06 wall_t:2106 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.7773 +2026-01-07 15:22:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3837.60 total_reward_ma:3768.90 loss:-0.006497 fps:1478 +frame:3.12e+06 wall_t:2111 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9317 +2026-01-07 15:22:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.80 total_reward_ma:3770.32 loss:0.00303 fps:1479 +frame:3.13e+06 wall_t:2117 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.7904 +2026-01-07 15:23:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3830.60 total_reward_ma:3771.51 loss:0.003883 fps:1480 +frame:3.14e+06 wall_t:2122 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.8242 +2026-01-07 15:23:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3791.30 total_reward_ma:3772.84 loss:0.0003888 fps:1481 +frame:3.15e+06 wall_t:2127 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.7573 +2026-01-07 15:23:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3760.40 total_reward_ma:3774.26 loss:0.0158 fps:1482 +frame:3.16e+06 wall_t:2132 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.7886 +2026-01-07 15:23:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3742.50 total_reward_ma:3775.40 loss:-0.002515 fps:1483 +frame:3.17e+06 wall_t:2137 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8699 +2026-01-07 15:23:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3760.40 total_reward_ma:3776.63 loss:-0.002991 fps:1485 +frame:3.18e+06 wall_t:2142 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.786 +2026-01-07 15:23:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3746.40 total_reward_ma:3777.62 loss:0.004354 fps:1486 +frame:3.19e+06 wall_t:2147 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.8277 +2026-01-07 15:23:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3758.30 total_reward_ma:3778.40 loss:0.007268 fps:1486 +frame:3.20e+06 wall_t:2153 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.7767 +2026-01-07 15:23:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3690.10 total_reward_ma:3778.06 loss:0.002235 fps:1487 +frame:3.21e+06 wall_t:2158 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8346 +2026-01-07 15:23:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3752.30 total_reward_ma:3777.76 loss:0.01348 fps:1489 +frame:3.22e+06 wall_t:2163 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9135 +2026-01-07 15:23:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3846.00 total_reward_ma:3777.33 loss:0.03368 fps:1490 +frame:3.23e+06 wall_t:2168 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.8582 +2026-01-07 15:23:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.30 total_reward_ma:3777.83 loss:-0.003174 fps:1490 +frame:3.24e+06 wall_t:2174 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8288 +2026-01-07 15:24:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3779.24 loss:0.006118 fps:1492 +frame:3.25e+06 wall_t:2178 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.7661 +2026-01-07 15:24:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.30 total_reward_ma:3780.81 loss:0.0006696 fps:1493 +frame:3.26e+06 wall_t:2184 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8161 +2026-01-07 15:24:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.60 total_reward_ma:3782.52 loss:-0.005144 fps:1493 +frame:3.27e+06 wall_t:2190 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.7972 +2026-01-07 15:24:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3820.00 total_reward_ma:3783.83 loss:0.001025 fps:1494 +frame:3.28e+06 wall_t:2195 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8257 +2026-01-07 15:24:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3806.80 total_reward_ma:3785.29 loss:-0.001 fps:1495 +frame:3.29e+06 wall_t:2201 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.87 +2026-01-07 15:24:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3773.40 total_reward_ma:3786.52 loss:0.01168 fps:1496 +frame:3.30e+06 wall_t:2206 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.7459 +2026-01-07 15:24:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.30 total_reward_ma:3787.74 loss:0.001325 fps:1497 +frame:3.31e+06 wall_t:2211 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8413 +2026-01-07 15:24:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.50 total_reward_ma:3788.93 loss:0.009019 fps:1498 +frame:3.32e+06 wall_t:2217 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8351 +2026-01-07 15:24:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3790.74 loss:-0.008888 fps:1499 +frame:3.33e+06 wall_t:2222 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.785 +2026-01-07 15:24:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3824.20 total_reward_ma:3792.39 loss:-0.004109 fps:1500 +frame:3.34e+06 wall_t:2227 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8776 +2026-01-07 15:24:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3759.70 total_reward_ma:3792.82 loss:0.006431 fps:1500 +frame:3.35e+06 wall_t:2233 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8227 +2026-01-07 15:25:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3641.30 total_reward_ma:3791.93 loss:0.01008 fps:1501 +frame:3.36e+06 wall_t:2239 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.8591 +2026-01-07 15:25:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3680.00 total_reward_ma:3790.49 loss:-0.003969 fps:1502 +frame:3.37e+06 wall_t:2244 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9224 +2026-01-07 15:25:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3719.70 total_reward_ma:3789.53 loss:0.03612 fps:1502 +frame:3.38e+06 wall_t:2250 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8322 +2026-01-07 15:25:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3746.50 total_reward_ma:3789.57 loss:-0.002093 fps:1503 +frame:3.39e+06 wall_t:2256 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8673 +2026-01-07 15:25:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3712.90 total_reward_ma:3789.85 loss:0.02067 fps:1504 +frame:3.40e+06 wall_t:2261 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8087 +2026-01-07 15:25:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3669.30 total_reward_ma:3790.47 loss:0.006106 fps:1504 +frame:3.41e+06 wall_t:2267 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.8381 +2026-01-07 15:25:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3686.20 total_reward_ma:3791.07 loss:0.0003426 fps:1505 +frame:3.42e+06 wall_t:2272 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8378 +2026-01-07 15:25:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3699.40 total_reward_ma:3791.35 loss:0.003829 fps:1506 +frame:3.43e+06 wall_t:2278 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.875 +2026-01-07 15:25:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3783.70 total_reward_ma:3791.99 loss:-0.00415 fps:1507 +frame:3.44e+06 wall_t:2283 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8038 +2026-01-07 15:25:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3886.90 total_reward_ma:3793.91 loss:-0.00542 fps:1507 +frame:3.45e+06 wall_t:2289 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.8498 +2026-01-07 15:25:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.30 total_reward_ma:3796.55 loss:-0.0006643 fps:1508 +frame:3.46e+06 wall_t:2294 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.7844 +2026-01-07 15:26:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3841.70 total_reward_ma:3798.30 loss:-0.002168 fps:1509 +frame:3.47e+06 wall_t:2299 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8915 +2026-01-07 15:26:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3794.70 total_reward_ma:3798.80 loss:-0.004371 fps:1510 +frame:3.48e+06 wall_t:2305 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.7752 +2026-01-07 15:26:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3800.60 total_reward_ma:3798.12 loss:0.01513 fps:1511 +frame:3.49e+06 wall_t:2310 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.921 +2026-01-07 15:26:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3785.80 total_reward_ma:3797.29 loss:-0.0008619 fps:1513 +frame:3.50e+06 wall_t:2314 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8326 +2026-01-07 15:26:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3791.10 total_reward_ma:3796.90 loss:-0.003341 fps:1513 +frame:3.51e+06 wall_t:2320 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.7996 +2026-01-07 15:26:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3775.00 total_reward_ma:3796.90 loss:-0.003739 fps:1514 +frame:3.52e+06 wall_t:2325 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.8114 +2026-01-07 15:26:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3780.90 total_reward_ma:3797.36 loss:0.002732 fps:1515 +frame:3.53e+06 wall_t:2330 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8785 +2026-01-07 15:26:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3817.60 total_reward_ma:3797.87 loss:-0.00172 fps:1516 +frame:3.54e+06 wall_t:2335 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.8557 +2026-01-07 15:26:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.60 total_reward_ma:3799.44 loss:0.001194 fps:1517 +frame:3.55e+06 wall_t:2340 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.7915 +2026-01-07 15:26:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3837.20 total_reward_ma:3800.41 loss:-0.005181 fps:1518 +frame:3.56e+06 wall_t:2345 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.7696 +2026-01-07 15:26:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3812.20 total_reward_ma:3800.96 loss:0.0002089 fps:1519 +frame:3.57e+06 wall_t:2350 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.7388 +2026-01-07 15:26:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3817.00 total_reward_ma:3801.79 loss:-0.008108 fps:1520 +frame:3.58e+06 wall_t:2355 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.7436 +2026-01-07 15:27:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.00 total_reward_ma:3802.73 loss:-0.003175 fps:1521 +frame:3.59e+06 wall_t:2360 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.8687 +2026-01-07 15:27:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.60 total_reward_ma:3803.33 loss:0.001145 fps:1522 +frame:3.60e+06 wall_t:2365 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.7938 +2026-01-07 15:27:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.30 total_reward_ma:3803.79 loss:-0.0003231 fps:1523 +frame:3.61e+06 wall_t:2371 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.7847 +2026-01-07 15:27:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3825.40 total_reward_ma:3803.23 loss:-0.006162 fps:1524 +frame:3.62e+06 wall_t:2376 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.7727 +2026-01-07 15:27:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3786.30 total_reward_ma:3802.76 loss:0.001575 fps:1525 +frame:3.63e+06 wall_t:2381 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.7404 +2026-01-07 15:27:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3774.00 total_reward_ma:3803.05 loss:-0.006842 fps:1526 +frame:3.64e+06 wall_t:2386 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.7718 +2026-01-07 15:27:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3818.50 total_reward_ma:3804.33 loss:-0.005155 fps:1526 +frame:3.65e+06 wall_t:2392 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.7799 +2026-01-07 15:27:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.10 total_reward_ma:3805.49 loss:-0.00623 fps:1527 +frame:3.66e+06 wall_t:2397 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.8716 +2026-01-07 15:27:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.70 total_reward_ma:3806.53 loss:-0.005732 fps:1529 +frame:3.67e+06 wall_t:2401 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.7552 +2026-01-07 15:27:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.30 total_reward_ma:3806.85 loss:0.001123 fps:1529 +frame:3.68e+06 wall_t:2407 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8519 +2026-01-07 15:27:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.80 total_reward_ma:3807.46 loss:-0.007535 fps:1530 +frame:3.69e+06 wall_t:2412 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8062 +2026-01-07 15:27:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3797.00 total_reward_ma:3807.30 loss:-0.005141 fps:1531 +frame:3.70e+06 wall_t:2417 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6764 +2026-01-07 15:28:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.60 total_reward_ma:3807.49 loss:0.002099 fps:1532 +frame:3.71e+06 wall_t:2422 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.7496 +2026-01-07 15:28:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3764.70 total_reward_ma:3806.27 loss:0.008669 fps:1533 +frame:3.72e+06 wall_t:2427 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.7353 +2026-01-07 15:28:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3787.00 total_reward_ma:3805.24 loss:0.005042 fps:1534 +frame:3.73e+06 wall_t:2432 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.747 +2026-01-07 15:28:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3716.10 total_reward_ma:3803.56 loss:-0.007682 fps:1534 +frame:3.74e+06 wall_t:2438 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.8148 +2026-01-07 15:28:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3810.20 total_reward_ma:3803.62 loss:-0.005382 fps:1535 +frame:3.75e+06 wall_t:2443 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.7738 +2026-01-07 15:28:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3808.20 total_reward_ma:3804.45 loss:-0.008263 fps:1536 +frame:3.76e+06 wall_t:2448 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7286 +2026-01-07 15:28:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3802.00 total_reward_ma:3805.59 loss:-0.0001418 fps:1537 +frame:3.77e+06 wall_t:2453 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.7341 +2026-01-07 15:28:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3817.50 total_reward_ma:3806.21 loss:-0.009913 fps:1537 +frame:3.78e+06 wall_t:2459 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.7383 +2026-01-07 15:28:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.50 total_reward_ma:3807.27 loss:0.0003842 fps:1538 +frame:3.79e+06 wall_t:2464 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.7136 +2026-01-07 15:28:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3810.90 total_reward_ma:3808.11 loss:-0.003935 fps:1538 +frame:3.80e+06 wall_t:2470 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.7848 +2026-01-07 15:28:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3795.70 total_reward_ma:3809.23 loss:-0.003801 fps:1539 +frame:3.81e+06 wall_t:2476 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.839 +2026-01-07 15:29:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3764.30 total_reward_ma:3809.34 loss:-0.004891 fps:1540 +frame:3.82e+06 wall_t:2481 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.7459 +2026-01-07 15:29:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3825.70 total_reward_ma:3808.97 loss:-0.006161 fps:1541 +frame:3.83e+06 wall_t:2486 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6667 +2026-01-07 15:29:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.40 total_reward_ma:3808.70 loss:-0.005758 fps:1541 +frame:3.84e+06 wall_t:2492 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.7491 +2026-01-07 15:29:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.90 total_reward_ma:3807.65 loss:-0.01015 fps:1542 +frame:3.85e+06 wall_t:2496 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.7285 +2026-01-07 15:29:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3817.50 total_reward_ma:3806.88 loss:-0.002828 fps:1543 +frame:3.86e+06 wall_t:2501 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.7324 +2026-01-07 15:29:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3818.20 total_reward_ma:3806.23 loss:-0.004999 fps:1544 +frame:3.87e+06 wall_t:2507 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.7768 +2026-01-07 15:29:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3811.70 total_reward_ma:3807.04 loss:-0.002101 fps:1545 +frame:3.88e+06 wall_t:2512 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.7392 +2026-01-07 15:29:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3802.20 total_reward_ma:3807.81 loss:-0.005799 fps:1545 +frame:3.89e+06 wall_t:2517 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.7177 +2026-01-07 15:29:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3808.50 total_reward_ma:3808.85 loss:-0.001298 fps:1546 +frame:3.90e+06 wall_t:2522 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.7153 +2026-01-07 15:29:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3798.50 total_reward_ma:3809.42 loss:-0.005752 fps:1547 +frame:3.91e+06 wall_t:2528 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.8586 +2026-01-07 15:29:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.80 total_reward_ma:3809.91 loss:0.003255 fps:1548 +frame:3.92e+06 wall_t:2533 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6851 +2026-01-07 15:30:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.80 total_reward_ma:3809.62 loss:-0.001022 fps:1548 +frame:3.93e+06 wall_t:2538 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6458 +2026-01-07 15:30:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.80 total_reward_ma:3809.42 loss:-0.009311 fps:1549 +frame:3.94e+06 wall_t:2543 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7072 +2026-01-07 15:30:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.10 total_reward_ma:3809.36 loss:-0.00207 fps:1550 +frame:3.95e+06 wall_t:2548 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6962 +2026-01-07 15:30:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3907.10 total_reward_ma:3810.28 loss:-0.0007877 fps:1551 +frame:3.96e+06 wall_t:2553 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.7904 +2026-01-07 15:30:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3891.90 total_reward_ma:3810.35 loss:-0.008108 fps:1552 +frame:3.97e+06 wall_t:2558 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.654 +2026-01-07 15:30:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.30 total_reward_ma:3809.68 loss:-0.00919 fps:1552 +frame:3.98e+06 wall_t:2564 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.7305 +2026-01-07 15:30:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.20 total_reward_ma:3809.02 loss:0.007399 fps:1553 +frame:3.99e+06 wall_t:2569 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6838 +2026-01-07 15:30:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.20 total_reward_ma:3809.02 loss:-0.002797 fps:1554 +frame:4.00e+06 wall_t:2574 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.7392 +2026-01-07 15:30:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.40 total_reward_ma:3809.27 loss:-0.009759 fps:1555 +frame:4.01e+06 wall_t:2579 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.7491 +2026-01-07 15:30:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3800.80 total_reward_ma:3809.08 loss:-0.00747 fps:1556 +frame:4.02e+06 wall_t:2584 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8135 +2026-01-07 15:30:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3738.30 total_reward_ma:3808.56 loss:-0.0009659 fps:1557 +frame:4.03e+06 wall_t:2589 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.7001 +2026-01-07 15:30:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3746.70 total_reward_ma:3807.95 loss:-0.001231 fps:1557 +frame:4.04e+06 wall_t:2595 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.7395 +2026-01-07 15:31:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3728.10 total_reward_ma:3807.16 loss:-0.002058 fps:1558 +frame:4.05e+06 wall_t:2600 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.7638 +2026-01-07 15:31:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3738.30 total_reward_ma:3806.31 loss:6.369e-05 fps:1559 +frame:4.06e+06 wall_t:2605 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6556 +2026-01-07 15:31:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3736.70 total_reward_ma:3805.79 loss:0.004964 fps:1559 +frame:4.07e+06 wall_t:2611 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6802 +2026-01-07 15:31:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3798.70 total_reward_ma:3806.10 loss:0.0007355 fps:1560 +frame:4.08e+06 wall_t:2616 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.7136 +2026-01-07 15:31:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3783.20 total_reward_ma:3806.63 loss:-0.008432 fps:1560 +frame:4.09e+06 wall_t:2622 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.7325 +2026-01-07 15:31:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3835.20 total_reward_ma:3807.70 loss:-0.008379 fps:1561 +frame:4.10e+06 wall_t:2626 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.7798 +2026-01-07 15:31:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3833.60 total_reward_ma:3808.36 loss:0.01693 fps:1562 +frame:4.11e+06 wall_t:2632 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6733 +2026-01-07 15:31:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3806.60 total_reward_ma:3808.05 loss:0.00955 fps:1562 +frame:4.12e+06 wall_t:2638 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6756 +2026-01-07 15:31:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3732.20 total_reward_ma:3806.86 loss:-0.008209 fps:1561 +frame:4.13e+06 wall_t:2645 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7394 +2026-01-07 15:31:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3747.10 total_reward_ma:3806.03 loss:-0.01051 fps:1562 +frame:4.14e+06 wall_t:2651 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.7568 +2026-01-07 15:31:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3816.60 total_reward_ma:3806.28 loss:-0.002446 fps:1562 +frame:4.15e+06 wall_t:2656 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7545 +2026-01-07 15:32:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3801.80 total_reward_ma:3806.70 loss:-0.01055 fps:1563 +frame:4.16e+06 wall_t:2662 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.7264 +2026-01-07 15:32:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.30 total_reward_ma:3807.83 loss:-0.007499 fps:1564 +frame:4.17e+06 wall_t:2667 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.8149 +2026-01-07 15:32:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.70 total_reward_ma:3808.64 loss:-0.007238 fps:1564 +frame:4.18e+06 wall_t:2673 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.7713 +2026-01-07 15:32:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3823.20 total_reward_ma:3809.40 loss:-0.009548 fps:1565 +frame:4.19e+06 wall_t:2678 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.848 +2026-01-07 15:32:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3790.20 total_reward_ma:3809.72 loss:-0.006116 fps:1565 +frame:4.20e+06 wall_t:2684 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.71 +2026-01-07 15:32:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3732.50 total_reward_ma:3810.15 loss:-0.007975 fps:1565 +frame:4.21e+06 wall_t:2690 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.7526 +2026-01-07 15:32:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3749.50 total_reward_ma:3810.12 loss:-0.00232 fps:1566 +frame:4.22e+06 wall_t:2695 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.7011 +2026-01-07 15:32:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3821.50 total_reward_ma:3809.87 loss:-0.01205 fps:1567 +frame:4.23e+06 wall_t:2700 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.801 +2026-01-07 15:32:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3809.82 loss:-0.007667 fps:1567 +frame:4.24e+06 wall_t:2705 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.6732 +2026-01-07 15:32:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3789.00 total_reward_ma:3809.00 loss:-0.004114 fps:1568 +frame:4.25e+06 wall_t:2711 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.759 +2026-01-07 15:32:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3761.70 total_reward_ma:3808.09 loss:-0.008314 fps:1568 +frame:4.26e+06 wall_t:2716 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.7807 +2026-01-07 15:33:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3733.20 total_reward_ma:3806.78 loss:-0.00212 fps:1569 +frame:4.27e+06 wall_t:2721 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.791 +2026-01-07 15:33:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3801.10 total_reward_ma:3806.59 loss:-0.0009274 fps:1570 +frame:4.28e+06 wall_t:2726 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.7298 +2026-01-07 15:33:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3851.10 total_reward_ma:3807.03 loss:-0.008689 fps:1570 +frame:4.29e+06 wall_t:2732 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.7158 +2026-01-07 15:33:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3915.60 total_reward_ma:3808.46 loss:-0.008637 fps:1571 +frame:4.30e+06 wall_t:2737 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6806 +2026-01-07 15:33:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.30 total_reward_ma:3808.52 loss:-0.00461 fps:1571 +frame:4.31e+06 wall_t:2743 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.7274 +2026-01-07 15:33:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3789.10 total_reward_ma:3807.95 loss:-0.003686 fps:1571 +frame:4.32e+06 wall_t:2749 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7871 +2026-01-07 15:33:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3813.10 total_reward_ma:3807.36 loss:-0.008546 fps:1572 +frame:4.33e+06 wall_t:2754 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.7434 +2026-01-07 15:33:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3809.70 total_reward_ma:3807.22 loss:-0.008616 fps:1573 +frame:4.34e+06 wall_t:2759 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7651 +2026-01-07 15:33:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3731.40 total_reward_ma:3806.94 loss:-0.005309 fps:1573 +frame:4.35e+06 wall_t:2765 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7017 +2026-01-07 15:33:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3682.20 total_reward_ma:3807.34 loss:0.006691 fps:1574 +frame:4.36e+06 wall_t:2770 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.7443 +2026-01-07 15:33:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3715.80 total_reward_ma:3807.70 loss:-0.01268 fps:1574 +frame:4.37e+06 wall_t:2776 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.8503 +2026-01-07 15:34:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3759.40 total_reward_ma:3808.10 loss:-0.00644 fps:1574 +frame:4.38e+06 wall_t:2782 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7124 +2026-01-07 15:34:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.40 total_reward_ma:3809.12 loss:-0.01304 fps:1575 +frame:4.39e+06 wall_t:2788 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8355 +2026-01-07 15:34:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3807.90 total_reward_ma:3810.07 loss:-0.00342 fps:1575 +frame:4.40e+06 wall_t:2793 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8053 +2026-01-07 15:34:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3797.00 total_reward_ma:3811.35 loss:-0.01132 fps:1576 +frame:4.41e+06 wall_t:2799 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.8136 +2026-01-07 15:34:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3826.00 total_reward_ma:3812.74 loss:0.004666 fps:1576 +frame:4.42e+06 wall_t:2804 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7785 +2026-01-07 15:34:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3815.50 total_reward_ma:3813.91 loss:-0.01019 fps:1577 +frame:4.43e+06 wall_t:2810 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7759 +2026-01-07 15:34:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3785.80 total_reward_ma:3813.93 loss:-0.01243 fps:1577 +frame:4.44e+06 wall_t:2815 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.8724 +2026-01-07 15:34:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3771.30 total_reward_ma:3812.77 loss:-0.003319 fps:1577 +frame:4.45e+06 wall_t:2821 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.7525 +2026-01-07 15:34:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.50 total_reward_ma:3812.48 loss:-0.0136 fps:1578 +frame:4.46e+06 wall_t:2826 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.8113 +2026-01-07 15:34:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.50 total_reward_ma:3812.73 loss:-0.002069 fps:1579 +frame:4.47e+06 wall_t:2831 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.6611 +2026-01-07 15:35:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.70 total_reward_ma:3813.41 loss:-0.008285 fps:1579 +frame:4.48e+06 wall_t:2837 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7209 +2026-01-07 15:35:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3774.70 total_reward_ma:3813.15 loss:-0.005304 fps:1580 +frame:4.49e+06 wall_t:2842 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.6576 +2026-01-07 15:35:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3782.20 total_reward_ma:3813.11 loss:-0.01093 fps:1580 +frame:4.50e+06 wall_t:2848 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.7647 +2026-01-07 15:35:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.00 total_reward_ma:3813.68 loss:-0.007891 fps:1581 +frame:4.51e+06 wall_t:2853 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.6664 +2026-01-07 15:35:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.50 total_reward_ma:3814.41 loss:-0.01276 fps:1581 +frame:4.52e+06 wall_t:2859 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.6988 +2026-01-07 15:35:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.00 total_reward_ma:3815.25 loss:-0.01034 fps:1582 +frame:4.53e+06 wall_t:2863 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.7039 +2026-01-07 15:35:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.30 total_reward_ma:3815.63 loss:-0.002243 fps:1583 +frame:4.54e+06 wall_t:2868 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6848 +2026-01-07 15:35:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3825.70 total_reward_ma:3815.09 loss:-0.001549 fps:1583 +frame:4.55e+06 wall_t:2874 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.6121 +2026-01-07 15:35:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3744.40 total_reward_ma:3814.16 loss:-0.004796 fps:1584 +frame:4.56e+06 wall_t:2879 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.715 +2026-01-07 15:35:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3783.10 total_reward_ma:3813.87 loss:-0.009923 fps:1585 +frame:4.57e+06 wall_t:2884 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7431 +2026-01-07 15:35:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3822.20 total_reward_ma:3813.92 loss:0.0002835 fps:1585 +frame:4.58e+06 wall_t:2890 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.6777 +2026-01-07 15:35:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3821.00 total_reward_ma:3813.38 loss:-0.003233 fps:1585 +frame:4.59e+06 wall_t:2895 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.6916 +2026-01-07 15:36:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3800.00 total_reward_ma:3812.67 loss:-0.007052 fps:1586 +frame:4.60e+06 wall_t:2900 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6466 +2026-01-07 15:36:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3776.50 total_reward_ma:3811.49 loss:-0.003768 fps:1587 +frame:4.61e+06 wall_t:2905 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.6963 +2026-01-07 15:36:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3780.00 total_reward_ma:3811.03 loss:-0.008339 fps:1587 +frame:4.62e+06 wall_t:2911 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.6843 +2026-01-07 15:36:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3775.00 total_reward_ma:3810.92 loss:-0.01246 fps:1587 +frame:4.63e+06 wall_t:2917 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8301 +2026-01-07 15:36:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3782.00 total_reward_ma:3811.00 loss:-0.004832 fps:1587 +frame:4.64e+06 wall_t:2923 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.6646 +2026-01-07 15:36:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3804.00 total_reward_ma:3810.85 loss:-0.002043 fps:1588 +frame:4.65e+06 wall_t:2928 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.6654 +2026-01-07 15:36:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3798.20 total_reward_ma:3810.25 loss:-0.01233 fps:1589 +frame:4.66e+06 wall_t:2933 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7046 +2026-01-07 15:36:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3814.70 total_reward_ma:3809.72 loss:-0.009146 fps:1589 +frame:4.67e+06 wall_t:2939 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7072 +2026-01-07 15:36:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3813.90 total_reward_ma:3809.30 loss:-0.00804 fps:1589 +frame:4.68e+06 wall_t:2945 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.6577 +2026-01-07 15:36:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3760.40 total_reward_ma:3808.47 loss:-0.003638 fps:1590 +frame:4.69e+06 wall_t:2950 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.7878 +2026-01-07 15:36:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3764.00 total_reward_ma:3808.14 loss:-0.005874 fps:1591 +frame:4.70e+06 wall_t:2955 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.7306 +2026-01-07 15:37:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3819.50 total_reward_ma:3807.85 loss:-0.004541 fps:1591 +frame:4.71e+06 wall_t:2961 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7545 +2026-01-07 15:37:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3814.10 total_reward_ma:3808.34 loss:-0.002335 fps:1591 +frame:4.72e+06 wall_t:2966 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7478 +2026-01-07 15:37:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.50 total_reward_ma:3808.92 loss:-0.007827 fps:1592 +frame:4.73e+06 wall_t:2971 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.6736 +2026-01-07 15:37:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.60 total_reward_ma:3810.59 loss:-0.01083 fps:1593 +frame:4.74e+06 wall_t:2976 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.6225 +2026-01-07 15:37:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3933.20 total_reward_ma:3811.82 loss:-0.007461 fps:1593 +frame:4.75e+06 wall_t:2981 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7611 +2026-01-07 15:37:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3923.20 total_reward_ma:3812.97 loss:-0.008197 fps:1594 +frame:4.76e+06 wall_t:2986 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.6422 +2026-01-07 15:37:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.20 total_reward_ma:3813.73 loss:-0.01082 fps:1595 +frame:4.77e+06 wall_t:2991 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.7188 +2026-01-07 15:37:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3814.16 loss:-0.009291 fps:1595 +frame:4.78e+06 wall_t:2996 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.6172 +2026-01-07 15:37:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3909.50 total_reward_ma:3814.81 loss:-0.005122 fps:1596 +frame:4.79e+06 wall_t:3001 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7486 +2026-01-07 15:37:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3922.50 total_reward_ma:3815.93 loss:-0.007837 fps:1596 +frame:4.80e+06 wall_t:3007 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.6306 +2026-01-07 15:37:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3904.00 total_reward_ma:3817.01 loss:-0.01069 fps:1597 +frame:4.81e+06 wall_t:3012 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.6859 +2026-01-07 15:38:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.50 total_reward_ma:3818.16 loss:-0.004458 fps:1597 +frame:4.82e+06 wall_t:3018 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6417 +2026-01-07 15:38:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3904.00 total_reward_ma:3818.95 loss:-0.007752 fps:1598 +frame:4.83e+06 wall_t:3023 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.786 +2026-01-07 15:38:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3818.65 loss:-0.006689 fps:1598 +frame:4.84e+06 wall_t:3028 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.7193 +2026-01-07 15:38:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3826.30 total_reward_ma:3818.12 loss:0.005772 fps:1599 +frame:4.85e+06 wall_t:3033 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.678 +2026-01-07 15:38:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.30 total_reward_ma:3818.65 loss:-0.01203 fps:1600 +frame:4.86e+06 wall_t:3038 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7571 +2026-01-07 15:38:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.30 total_reward_ma:3819.03 loss:-0.001318 fps:1600 +frame:4.87e+06 wall_t:3043 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.7573 +2026-01-07 15:38:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.50 total_reward_ma:3819.67 loss:-0.008306 fps:1601 +frame:4.88e+06 wall_t:3048 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.7459 +2026-01-07 15:38:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.70 total_reward_ma:3820.15 loss:-0.008481 fps:1602 +frame:4.89e+06 wall_t:3053 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.6743 +2026-01-07 15:38:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3838.30 total_reward_ma:3820.45 loss:-0.01324 fps:1602 +frame:4.90e+06 wall_t:3058 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.6939 +2026-01-07 15:38:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.30 total_reward_ma:3821.16 loss:-0.007429 fps:1603 +frame:4.91e+06 wall_t:3063 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.6925 +2026-01-07 15:38:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3896.10 total_reward_ma:3821.17 loss:-0.01288 fps:1604 +frame:4.92e+06 wall_t:3068 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7665 +2026-01-07 15:38:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3899.00 total_reward_ma:3821.38 loss:-0.006989 fps:1604 +frame:4.93e+06 wall_t:3073 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.6684 +2026-01-07 15:39:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3902.70 total_reward_ma:3821.72 loss:-0.004054 fps:1605 +frame:4.94e+06 wall_t:3078 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7471 +2026-01-07 15:39:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.20 total_reward_ma:3821.99 loss:-0.007933 fps:1606 +frame:4.95e+06 wall_t:3083 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.6214 +2026-01-07 15:39:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.20 total_reward_ma:3821.63 loss:-0.01062 fps:1606 +frame:4.96e+06 wall_t:3089 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.6745 +2026-01-07 15:39:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3819.10 total_reward_ma:3820.90 loss:-0.008465 fps:1606 +frame:4.97e+06 wall_t:3094 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.6639 +2026-01-07 15:39:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3757.10 total_reward_ma:3819.95 loss:-0.001152 fps:1606 +frame:4.98e+06 wall_t:3100 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6279 +2026-01-07 15:39:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3807.40 total_reward_ma:3819.09 loss:-0.007678 fps:1607 +frame:4.99e+06 wall_t:3105 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.7042 +2026-01-07 15:39:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.50 total_reward_ma:3818.99 loss:-0.009452 fps:1607 +frame:5.00e+06 wall_t:3111 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.6958 +2026-01-07 15:39:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3819.10 loss:-0.009925 fps:1608 +frame:5.01e+06 wall_t:3116 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6443 +2026-01-07 15:39:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.00 total_reward_ma:3819.85 loss:-0.009457 fps:1608 +frame:5.02e+06 wall_t:3121 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.7663 +2026-01-07 15:39:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3821.15 loss:-0.009433 fps:1609 +frame:5.03e+06 wall_t:3127 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6901 +2026-01-07 15:39:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.50 total_reward_ma:3822.53 loss:-0.01057 fps:1609 +frame:5.04e+06 wall_t:3132 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7636 +2026-01-07 15:39:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3823.96 loss:-0.007542 fps:1610 +frame:5.05e+06 wall_t:3137 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.6723 +2026-01-07 15:40:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.50 total_reward_ma:3825.55 loss:-0.01358 fps:1610 +frame:5.06e+06 wall_t:3142 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.8035 +2026-01-07 15:40:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3921.50 total_reward_ma:3827.40 loss:-0.007805 fps:1611 +frame:5.07e+06 wall_t:3147 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.5936 +2026-01-07 15:40:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3921.50 total_reward_ma:3828.63 loss:-0.008329 fps:1612 +frame:5.08e+06 wall_t:3152 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.6045 +2026-01-07 15:40:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3932.20 total_reward_ma:3830.12 loss:-0.00334 fps:1612 +frame:5.09e+06 wall_t:3157 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.6618 +2026-01-07 15:40:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3933.00 total_reward_ma:3831.09 loss:-0.007083 fps:1613 +frame:5.10e+06 wall_t:3162 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5532 +2026-01-07 15:40:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3918.00 total_reward_ma:3831.94 loss:0.003592 fps:1614 +frame:5.11e+06 wall_t:3167 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.6728 +2026-01-07 15:40:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3914.30 total_reward_ma:3833.01 loss:-0.002875 fps:1614 +frame:5.12e+06 wall_t:3172 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.5848 +2026-01-07 15:40:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.00 total_reward_ma:3834.34 loss:-0.007603 fps:1615 +frame:5.13e+06 wall_t:3177 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6523 +2026-01-07 15:40:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.00 total_reward_ma:3835.56 loss:-0.009919 fps:1615 +frame:5.14e+06 wall_t:3182 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5897 +2026-01-07 15:40:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3813.00 total_reward_ma:3835.53 loss:-0.01004 fps:1615 +frame:5.15e+06 wall_t:3188 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.6547 +2026-01-07 15:40:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3780.00 total_reward_ma:3835.31 loss:-0.006085 fps:1616 +frame:5.16e+06 wall_t:3193 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6096 +2026-01-07 15:41:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3800.50 total_reward_ma:3834.75 loss:-0.006663 fps:1617 +frame:5.17e+06 wall_t:3198 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5794 +2026-01-07 15:41:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3842.00 total_reward_ma:3834.76 loss:-0.007213 fps:1617 +frame:5.18e+06 wall_t:3204 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.7199 +2026-01-07 15:41:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3886.60 total_reward_ma:3835.40 loss:-0.01084 fps:1617 +frame:5.19e+06 wall_t:3209 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7346 +2026-01-07 15:41:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.30 total_reward_ma:3836.02 loss:-0.008858 fps:1618 +frame:5.20e+06 wall_t:3214 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.6608 +2026-01-07 15:41:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3837.30 loss:-0.009212 fps:1619 +frame:5.21e+06 wall_t:3219 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.649 +2026-01-07 15:41:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.30 total_reward_ma:3838.45 loss:-0.006557 fps:1619 +frame:5.22e+06 wall_t:3224 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.6118 +2026-01-07 15:41:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3838.84 loss:-0.008016 fps:1620 +frame:5.23e+06 wall_t:3229 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.6537 +2026-01-07 15:41:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.70 total_reward_ma:3838.64 loss:-0.01294 fps:1620 +frame:5.24e+06 wall_t:3235 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.7087 +2026-01-07 15:41:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3851.70 total_reward_ma:3839.26 loss:-0.004564 fps:1620 +frame:5.25e+06 wall_t:3240 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.6401 +2026-01-07 15:41:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3840.35 loss:-0.004418 fps:1621 +frame:5.26e+06 wall_t:3245 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.6455 +2026-01-07 15:41:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3841.96 loss:-0.008203 fps:1622 +frame:5.27e+06 wall_t:3250 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.8123 +2026-01-07 15:41:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.00 total_reward_ma:3842.90 loss:-0.008263 fps:1622 +frame:5.28e+06 wall_t:3255 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.6524 +2026-01-07 15:42:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.50 total_reward_ma:3843.24 loss:-0.01014 fps:1622 +frame:5.29e+06 wall_t:3261 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.6591 +2026-01-07 15:42:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3903.00 total_reward_ma:3843.12 loss:-0.009782 fps:1623 +frame:5.30e+06 wall_t:3266 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7487 +2026-01-07 15:42:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.50 total_reward_ma:3843.26 loss:-0.008261 fps:1623 +frame:5.31e+06 wall_t:3271 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.6099 +2026-01-07 15:42:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3812.00 total_reward_ma:3843.49 loss:-0.01137 fps:1624 +frame:5.32e+06 wall_t:3276 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7047 +2026-01-07 15:42:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.00 total_reward_ma:3844.02 loss:-0.006475 fps:1624 +frame:5.33e+06 wall_t:3282 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6122 +2026-01-07 15:42:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.50 total_reward_ma:3844.57 loss:-0.008515 fps:1624 +frame:5.34e+06 wall_t:3288 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7181 +2026-01-07 15:42:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3832.50 total_reward_ma:3845.58 loss:-0.01116 fps:1625 +frame:5.35e+06 wall_t:3293 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.7167 +2026-01-07 15:42:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3832.50 total_reward_ma:3847.08 loss:-0.005224 fps:1625 +frame:5.36e+06 wall_t:3299 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7202 +2026-01-07 15:42:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3822.40 total_reward_ma:3848.15 loss:-0.007897 fps:1625 +frame:5.37e+06 wall_t:3304 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.6688 +2026-01-07 15:42:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.90 total_reward_ma:3849.21 loss:-0.009823 fps:1626 +frame:5.38e+06 wall_t:3308 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.6234 +2026-01-07 15:42:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.00 total_reward_ma:3849.53 loss:-0.007756 fps:1627 +frame:5.39e+06 wall_t:3313 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6986 +2026-01-07 15:43:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3850.05 loss:-0.01053 fps:1627 +frame:5.40e+06 wall_t:3319 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6984 +2026-01-07 15:43:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3900.50 total_reward_ma:3851.09 loss:-0.01224 fps:1627 +frame:5.41e+06 wall_t:3325 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7598 +2026-01-07 15:43:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3915.50 total_reward_ma:3851.98 loss:-0.01231 fps:1628 +frame:5.42e+06 wall_t:3330 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.6581 +2026-01-07 15:43:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3949.00 total_reward_ma:3853.32 loss:-0.008822 fps:1628 +frame:5.43e+06 wall_t:3335 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5943 +2026-01-07 15:43:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3951.00 total_reward_ma:3854.97 loss:-0.00999 fps:1629 +frame:5.44e+06 wall_t:3340 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7481 +2026-01-07 15:43:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3927.40 total_reward_ma:3856.53 loss:-0.007658 fps:1629 +frame:5.45e+06 wall_t:3346 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.6226 +2026-01-07 15:43:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3941.90 total_reward_ma:3857.50 loss:-0.003163 fps:1629 +frame:5.46e+06 wall_t:3351 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6679 +2026-01-07 15:43:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3932.00 total_reward_ma:3858.15 loss:-0.009239 fps:1630 +frame:5.47e+06 wall_t:3355 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.5992 +2026-01-07 15:43:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3909.50 total_reward_ma:3858.62 loss:-0.007285 fps:1631 +frame:5.48e+06 wall_t:3360 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6626 +2026-01-07 15:43:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3859.84 loss:-0.00793 fps:1632 +frame:5.49e+06 wall_t:3365 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5949 +2026-01-07 15:43:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3904.50 total_reward_ma:3861.06 loss:-0.01216 fps:1632 +frame:5.50e+06 wall_t:3371 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.6204 +2026-01-07 15:43:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3891.50 total_reward_ma:3861.50 loss:-0.01126 fps:1632 +frame:5.51e+06 wall_t:3376 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.6423 +2026-01-07 15:44:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3861.99 loss:-0.01061 fps:1633 +frame:5.52e+06 wall_t:3381 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.5944 +2026-01-07 15:44:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3901.00 total_reward_ma:3862.35 loss:-0.007634 fps:1633 +frame:5.53e+06 wall_t:3386 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.6541 +2026-01-07 15:44:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3899.80 total_reward_ma:3862.80 loss:-0.008778 fps:1634 +frame:5.54e+06 wall_t:3391 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.6678 +2026-01-07 15:44:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3922.30 total_reward_ma:3863.76 loss:-0.003326 fps:1634 +frame:5.55e+06 wall_t:3396 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.6239 +2026-01-07 15:44:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.30 total_reward_ma:3865.25 loss:-0.004712 fps:1635 +frame:5.56e+06 wall_t:3401 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5845 +2026-01-07 15:44:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3888.70 total_reward_ma:3866.31 loss:-0.009007 fps:1635 +frame:5.57e+06 wall_t:3406 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6397 +2026-01-07 15:44:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.20 total_reward_ma:3867.02 loss:-0.007946 fps:1636 +frame:5.58e+06 wall_t:3411 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.6074 +2026-01-07 15:44:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3913.70 total_reward_ma:3867.95 loss:-0.01065 fps:1636 +frame:5.59e+06 wall_t:3416 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.6087 +2026-01-07 15:44:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.00 total_reward_ma:3868.88 loss:-0.01069 fps:1636 +frame:5.60e+06 wall_t:3422 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.6511 +2026-01-07 15:44:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3896.00 total_reward_ma:3870.07 loss:-0.008003 fps:1637 +frame:5.61e+06 wall_t:3427 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.6383 +2026-01-07 15:44:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3909.00 total_reward_ma:3871.36 loss:-0.01209 fps:1638 +frame:5.62e+06 wall_t:3432 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.6885 +2026-01-07 15:45:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3961.40 total_reward_ma:3873.23 loss:-0.008957 fps:1638 +frame:5.63e+06 wall_t:3437 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.661 +2026-01-07 15:45:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3908.90 total_reward_ma:3874.50 loss:-0.002327 fps:1639 +frame:5.64e+06 wall_t:3442 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.738 +2026-01-07 15:45:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3920.90 total_reward_ma:3875.66 loss:-0.01055 fps:1639 +frame:5.65e+06 wall_t:3447 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.627 +2026-01-07 15:45:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.00 total_reward_ma:3876.52 loss:-0.002858 fps:1640 +frame:5.66e+06 wall_t:3452 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.706 +2026-01-07 15:45:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3877.34 loss:-0.00639 fps:1640 +frame:5.67e+06 wall_t:3457 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.6091 +2026-01-07 15:45:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3916.00 total_reward_ma:3878.37 loss:-0.0113 fps:1641 +frame:5.68e+06 wall_t:3462 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.6662 +2026-01-07 15:45:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3888.80 total_reward_ma:3879.65 loss:0.0002469 fps:1641 +frame:5.69e+06 wall_t:3468 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.6054 +2026-01-07 15:45:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3900.40 total_reward_ma:3881.01 loss:-0.00314 fps:1641 +frame:5.70e+06 wall_t:3473 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.6648 +2026-01-07 15:45:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.40 total_reward_ma:3881.62 loss:-0.008429 fps:1642 +frame:5.71e+06 wall_t:3478 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.6671 +2026-01-07 15:45:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.30 total_reward_ma:3882.14 loss:-0.0002968 fps:1642 +frame:5.72e+06 wall_t:3483 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.6361 +2026-01-07 15:45:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.50 total_reward_ma:3882.65 loss:-0.003415 fps:1643 +frame:5.73e+06 wall_t:3488 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.6273 +2026-01-07 15:45:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3892.50 total_reward_ma:3882.73 loss:-0.009777 fps:1643 +frame:5.74e+06 wall_t:3493 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6563 +2026-01-07 15:46:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3916.20 total_reward_ma:3882.56 loss:-0.006866 fps:1644 +frame:5.75e+06 wall_t:3498 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.5915 +2026-01-07 15:46:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3917.70 total_reward_ma:3882.51 loss:-0.01029 fps:1644 +frame:5.76e+06 wall_t:3503 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.6839 +2026-01-07 15:46:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3925.20 total_reward_ma:3882.98 loss:-0.009703 fps:1645 +frame:5.77e+06 wall_t:3508 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.652 +2026-01-07 15:46:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3900.40 total_reward_ma:3883.38 loss:-0.009983 fps:1645 +frame:5.78e+06 wall_t:3514 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.6666 +2026-01-07 15:46:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.70 total_reward_ma:3882.89 loss:-0.01173 fps:1645 +frame:5.79e+06 wall_t:3519 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.6825 +2026-01-07 15:46:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.30 total_reward_ma:3882.01 loss:-0.004882 fps:1645 +frame:5.80e+06 wall_t:3525 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.6453 +2026-01-07 15:46:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.30 total_reward_ma:3881.53 loss:-0.006983 fps:1646 +frame:5.81e+06 wall_t:3530 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.6144 +2026-01-07 15:46:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.50 total_reward_ma:3881.67 loss:-0.01077 fps:1646 +frame:5.82e+06 wall_t:3536 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.6085 +2026-01-07 15:46:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3905.70 total_reward_ma:3881.69 loss:-0.002871 fps:1646 +frame:5.83e+06 wall_t:3542 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.6478 +2026-01-07 15:46:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.70 total_reward_ma:3881.93 loss:-0.0131 fps:1646 +frame:5.84e+06 wall_t:3547 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.6851 +2026-01-07 15:46:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.50 total_reward_ma:3882.01 loss:-0.005162 fps:1646 +frame:5.85e+06 wall_t:3553 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5944 +2026-01-07 15:47:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3881.94 loss:-0.009263 fps:1647 +frame:5.86e+06 wall_t:3559 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.6945 +2026-01-07 15:47:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.00 total_reward_ma:3881.95 loss:-0.01134 fps:1647 +frame:5.87e+06 wall_t:3564 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7262 +2026-01-07 15:47:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3881.90 loss:-0.01117 fps:1647 +frame:5.88e+06 wall_t:3570 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6523 +2026-01-07 15:47:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3882.03 loss:-0.01168 fps:1648 +frame:5.89e+06 wall_t:3575 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6331 +2026-01-07 15:47:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.00 total_reward_ma:3882.41 loss:-0.0078 fps:1648 +frame:5.90e+06 wall_t:3581 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.6539 +2026-01-07 15:47:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3892.00 total_reward_ma:3882.63 loss:-0.009353 fps:1648 +frame:5.91e+06 wall_t:3587 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.6667 +2026-01-07 15:47:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3882.64 loss:-0.009086 fps:1648 +frame:5.92e+06 wall_t:3592 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.6875 +2026-01-07 15:47:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.00 total_reward_ma:3882.52 loss:-0.008771 fps:1648 +frame:5.93e+06 wall_t:3598 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6631 +2026-01-07 15:47:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.00 total_reward_ma:3882.43 loss:-0.008964 fps:1648 +frame:5.94e+06 wall_t:3604 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.6847 +2026-01-07 15:47:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3941.00 total_reward_ma:3883.08 loss:-0.006685 fps:1648 +frame:5.95e+06 wall_t:3610 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.6768 +2026-01-07 15:47:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3961.00 total_reward_ma:3883.99 loss:-0.01108 fps:1649 +frame:5.96e+06 wall_t:3615 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.6461 +2026-01-07 15:48:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3945.00 total_reward_ma:3885.25 loss:-0.00889 fps:1649 +frame:5.97e+06 wall_t:3620 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5413 +2026-01-07 15:48:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.00 total_reward_ma:3886.50 loss:-0.005784 fps:1650 +frame:5.98e+06 wall_t:3625 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6178 +2026-01-07 15:48:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3837.00 total_reward_ma:3886.79 loss:-0.0119 fps:1650 +frame:5.99e+06 wall_t:3631 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.6469 +2026-01-07 15:48:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.00 total_reward_ma:3886.65 loss:-0.009976 fps:1650 +frame:6.00e+06 wall_t:3637 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.6788 +2026-01-07 15:48:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3909.00 total_reward_ma:3887.03 loss:0.002853 fps:1650 +frame:6.01e+06 wall_t:3643 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.6151 +2026-01-07 15:48:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.10 total_reward_ma:3887.22 loss:-0.01212 fps:1650 +frame:6.02e+06 wall_t:3648 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.6317 +2026-01-07 15:48:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.60 total_reward_ma:3887.40 loss:-0.009158 fps:1650 +frame:6.03e+06 wall_t:3654 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.6504 +2026-01-07 15:48:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3887.26 loss:-0.001164 fps:1651 +frame:6.04e+06 wall_t:3659 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.522 +2026-01-07 15:48:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3890.50 total_reward_ma:3887.46 loss:-0.01151 fps:1651 +frame:6.05e+06 wall_t:3665 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7185 +2026-01-07 15:48:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.60 total_reward_ma:3887.36 loss:-0.01218 fps:1651 +frame:6.06e+06 wall_t:3671 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7241 +2026-01-07 15:49:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.80 total_reward_ma:3886.90 loss:-0.01086 fps:1651 +frame:6.07e+06 wall_t:3677 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7124 +2026-01-07 15:49:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.20 total_reward_ma:3886.61 loss:-0.009206 fps:1651 +frame:6.08e+06 wall_t:3683 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.655 +2026-01-07 15:49:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.20 total_reward_ma:3886.08 loss:-0.007565 fps:1651 +frame:6.09e+06 wall_t:3689 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.5635 +2026-01-07 15:49:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3885.34 loss:-0.009406 fps:1651 +frame:6.10e+06 wall_t:3695 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.609 +2026-01-07 15:49:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3884.74 loss:-0.01202 fps:1651 +frame:6.11e+06 wall_t:3700 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.738 +2026-01-07 15:49:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.00 total_reward_ma:3883.94 loss:-0.0004931 fps:1651 +frame:6.12e+06 wall_t:3706 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.6853 +2026-01-07 15:49:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.00 total_reward_ma:3883.85 loss:-0.0113 fps:1652 +frame:6.13e+06 wall_t:3711 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.6322 +2026-01-07 15:49:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3890.00 total_reward_ma:3884.06 loss:-0.01037 fps:1652 +frame:6.14e+06 wall_t:3717 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.5812 +2026-01-07 15:49:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3890.60 total_reward_ma:3884.84 loss:-0.00446 fps:1653 +frame:6.15e+06 wall_t:3721 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6665 +2026-01-07 15:49:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.10 total_reward_ma:3885.70 loss:-0.01239 fps:1653 +frame:6.16e+06 wall_t:3727 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.6514 +2026-01-07 15:49:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3838.00 total_reward_ma:3886.07 loss:-0.007771 fps:1653 +frame:6.17e+06 wall_t:3732 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.6127 +2026-01-07 15:50:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.00 total_reward_ma:3886.20 loss:-0.009846 fps:1653 +frame:6.18e+06 wall_t:3738 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6501 +2026-01-07 15:50:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.00 total_reward_ma:3885.78 loss:-0.009626 fps:1654 +frame:6.19e+06 wall_t:3743 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.702 +2026-01-07 15:50:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.50 total_reward_ma:3885.73 loss:-0.009131 fps:1654 +frame:6.20e+06 wall_t:3748 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.5938 +2026-01-07 15:50:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3793.50 total_reward_ma:3885.05 loss:-0.00456 fps:1654 +frame:6.21e+06 wall_t:3754 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.5872 +2026-01-07 15:50:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3792.00 total_reward_ma:3884.33 loss:-0.008921 fps:1654 +frame:6.22e+06 wall_t:3760 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.6127 +2026-01-07 15:50:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3809.00 total_reward_ma:3883.81 loss:-0.009291 fps:1655 +frame:6.23e+06 wall_t:3765 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.6324 +2026-01-07 15:50:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.00 total_reward_ma:3883.93 loss:-0.009864 fps:1655 +frame:6.24e+06 wall_t:3771 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.6829 +2026-01-07 15:50:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.50 total_reward_ma:3884.36 loss:-0.008321 fps:1655 +frame:6.25e+06 wall_t:3776 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.5889 +2026-01-07 15:50:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3884.36 loss:-0.008571 fps:1656 +frame:6.26e+06 wall_t:3781 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7047 +2026-01-07 15:50:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.00 total_reward_ma:3884.31 loss:-0.006553 fps:1656 +frame:6.27e+06 wall_t:3787 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.6827 +2026-01-07 15:50:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3906.00 total_reward_ma:3884.42 loss:-0.006408 fps:1656 +frame:6.28e+06 wall_t:3792 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.717 +2026-01-07 15:51:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3877.00 total_reward_ma:3884.33 loss:-0.01119 fps:1657 +frame:6.29e+06 wall_t:3797 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6579 +2026-01-07 15:51:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.50 total_reward_ma:3883.93 loss:-0.01023 fps:1657 +frame:6.30e+06 wall_t:3803 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7018 +2026-01-07 15:51:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.00 total_reward_ma:3883.66 loss:-0.006923 fps:1657 +frame:6.31e+06 wall_t:3808 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.6494 +2026-01-07 15:51:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.00 total_reward_ma:3884.16 loss:-0.01354 fps:1657 +frame:6.32e+06 wall_t:3813 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7034 +2026-01-07 15:51:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.00 total_reward_ma:3884.29 loss:-0.01292 fps:1658 +frame:6.33e+06 wall_t:3818 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.727 +2026-01-07 15:51:26 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.00 total_reward_ma:3884.44 loss:-0.01173 fps:1658 +frame:6.34e+06 wall_t:3824 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.6963 +2026-01-07 15:51:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.50 total_reward_ma:3884.90 loss:-0.01058 fps:1658 +frame:6.35e+06 wall_t:3829 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.6497 +2026-01-07 15:51:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.00 total_reward_ma:3885.44 loss:-0.007593 fps:1659 +frame:6.36e+06 wall_t:3834 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6397 +2026-01-07 15:51:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3909.50 total_reward_ma:3886.31 loss:-0.00856 fps:1659 +frame:6.37e+06 wall_t:3840 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.5811 +2026-01-07 15:51:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.50 total_reward_ma:3886.61 loss:-0.01141 fps:1659 +frame:6.38e+06 wall_t:3845 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.6539 +2026-01-07 15:51:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.00 total_reward_ma:3886.45 loss:-0.01311 fps:1660 +frame:6.39e+06 wall_t:3850 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7327 +2026-01-07 15:51:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.50 total_reward_ma:3886.59 loss:-0.01169 fps:1660 +frame:6.40e+06 wall_t:3856 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.696 +2026-01-07 15:52:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3911.00 total_reward_ma:3886.69 loss:-0.004169 fps:1661 +frame:6.41e+06 wall_t:3860 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.6734 +2026-01-07 15:52:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3934.50 total_reward_ma:3886.88 loss:-0.01125 fps:1661 +frame:6.42e+06 wall_t:3866 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6524 +2026-01-07 15:52:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3935.50 total_reward_ma:3886.75 loss:-0.007449 fps:1661 +frame:6.43e+06 wall_t:3871 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.8017 +2026-01-07 15:52:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3898.00 total_reward_ma:3886.22 loss:-0.004406 fps:1662 +frame:6.44e+06 wall_t:3876 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.7084 +2026-01-07 15:52:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.60 total_reward_ma:3885.76 loss:-0.01072 fps:1662 +frame:6.45e+06 wall_t:3882 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5144 +2026-01-07 15:52:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.10 total_reward_ma:3884.84 loss:-0.01107 fps:1662 +frame:6.46e+06 wall_t:3887 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6428 +2026-01-07 15:52:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.00 total_reward_ma:3884.15 loss:-0.01288 fps:1662 +frame:6.47e+06 wall_t:3892 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7585 +2026-01-07 15:52:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.00 total_reward_ma:3883.99 loss:-0.00797 fps:1663 +frame:6.48e+06 wall_t:3897 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6372 +2026-01-07 15:52:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3910.00 total_reward_ma:3884.12 loss:-0.008159 fps:1663 +frame:6.49e+06 wall_t:3902 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.6771 +2026-01-07 15:52:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3915.80 total_reward_ma:3884.23 loss:-0.01267 fps:1663 +frame:6.50e+06 wall_t:3908 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7064 +2026-01-07 15:52:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3913.30 total_reward_ma:3884.45 loss:-0.009833 fps:1664 +frame:6.51e+06 wall_t:3913 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 15:53:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3939.50 total_reward_ma:3884.87 loss:-0.007291 fps:1664 +frame:6.52e+06 wall_t:3918 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.6829 +2026-01-07 15:53:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3903.00 total_reward_ma:3884.89 loss:0.0009914 fps:1664 +frame:6.53e+06 wall_t:3924 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7269 +2026-01-07 15:53:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.00 total_reward_ma:3884.47 loss:-0.009154 fps:1665 +frame:6.54e+06 wall_t:3929 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.6797 +2026-01-07 15:53:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.50 total_reward_ma:3883.92 loss:-0.01085 fps:1665 +frame:6.55e+06 wall_t:3934 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.5987 +2026-01-07 15:53:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3915.00 total_reward_ma:3884.13 loss:-0.01247 fps:1665 +frame:6.56e+06 wall_t:3940 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.6333 +2026-01-07 15:53:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3934.00 total_reward_ma:3884.59 loss:-0.01277 fps:1665 +frame:6.57e+06 wall_t:3945 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.6631 +2026-01-07 15:53:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3884.26 loss:-0.008677 fps:1666 +frame:6.58e+06 wall_t:3950 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.6659 +2026-01-07 15:53:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3883.73 loss:-0.01007 fps:1666 +frame:6.59e+06 wall_t:3955 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.625 +2026-01-07 15:53:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3846.00 total_reward_ma:3883.26 loss:0.0007187 fps:1667 +frame:6.60e+06 wall_t:3960 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6042 +2026-01-07 15:53:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.00 total_reward_ma:3882.89 loss:-0.01001 fps:1667 +frame:6.61e+06 wall_t:3966 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.6656 +2026-01-07 15:53:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.00 total_reward_ma:3882.46 loss:-0.01077 fps:1667 +frame:6.62e+06 wall_t:3971 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.6823 +2026-01-07 15:53:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.50 total_reward_ma:3881.79 loss:-0.009671 fps:1668 +frame:6.63e+06 wall_t:3976 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.6656 +2026-01-07 15:54:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3881.41 loss:-0.01164 fps:1668 +frame:6.64e+06 wall_t:3982 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5865 +2026-01-07 15:54:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.00 total_reward_ma:3880.87 loss:-0.0128 fps:1668 +frame:6.65e+06 wall_t:3987 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7091 +2026-01-07 15:54:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.50 total_reward_ma:3880.79 loss:-0.01236 fps:1668 +frame:6.66e+06 wall_t:3992 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7052 +2026-01-07 15:54:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.50 total_reward_ma:3880.72 loss:-0.01298 fps:1669 +frame:6.67e+06 wall_t:3997 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7157 +2026-01-07 15:54:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3918.00 total_reward_ma:3880.74 loss:-0.008317 fps:1669 +frame:6.68e+06 wall_t:4003 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.5866 +2026-01-07 15:54:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3880.82 loss:-0.00965 fps:1669 +frame:6.69e+06 wall_t:4008 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.6373 +2026-01-07 15:54:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3901.00 total_reward_ma:3880.82 loss:-0.01043 fps:1670 +frame:6.70e+06 wall_t:4013 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7313 +2026-01-07 15:54:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3898.50 total_reward_ma:3881.00 loss:-0.009098 fps:1670 +frame:6.71e+06 wall_t:4019 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.6679 +2026-01-07 15:54:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3912.00 total_reward_ma:3881.47 loss:-0.01076 fps:1670 +frame:6.72e+06 wall_t:4024 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6765 +2026-01-07 15:54:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3916.00 total_reward_ma:3881.68 loss:-0.004296 fps:1670 +frame:6.73e+06 wall_t:4029 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.6798 +2026-01-07 15:54:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3916.50 total_reward_ma:3881.92 loss:-0.0111 fps:1670 +frame:6.74e+06 wall_t:4035 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6809 +2026-01-07 15:55:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3907.50 total_reward_ma:3881.83 loss:-0.01237 fps:1671 +frame:6.75e+06 wall_t:4039 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.683 +2026-01-07 15:55:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.50 total_reward_ma:3881.42 loss:-0.01134 fps:1671 +frame:6.76e+06 wall_t:4045 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7046 +2026-01-07 15:55:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.00 total_reward_ma:3880.75 loss:-0.001831 fps:1672 +frame:6.77e+06 wall_t:4050 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.6475 +2026-01-07 15:55:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.50 total_reward_ma:3880.69 loss:-0.003809 fps:1672 +frame:6.78e+06 wall_t:4055 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6714 +2026-01-07 15:55:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3922.00 total_reward_ma:3881.30 loss:-0.01035 fps:1672 +frame:6.79e+06 wall_t:4060 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.67 +2026-01-07 15:55:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3881.66 loss:-0.00972 fps:1672 +frame:6.80e+06 wall_t:4066 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7106 +2026-01-07 15:55:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3851.50 total_reward_ma:3881.61 loss:-0.01031 fps:1673 +frame:6.81e+06 wall_t:4071 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.6725 +2026-01-07 15:55:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.00 total_reward_ma:3881.08 loss:-0.009326 fps:1673 +frame:6.82e+06 wall_t:4076 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7168 +2026-01-07 15:55:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.00 total_reward_ma:3880.80 loss:-0.01223 fps:1674 +frame:6.83e+06 wall_t:4081 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7161 +2026-01-07 15:55:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.00 total_reward_ma:3880.49 loss:-0.01313 fps:1674 +frame:6.84e+06 wall_t:4086 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7015 +2026-01-07 15:55:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.00 total_reward_ma:3880.50 loss:-0.01152 fps:1674 +frame:6.85e+06 wall_t:4092 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5962 +2026-01-07 15:55:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.00 total_reward_ma:3880.43 loss:-0.01311 fps:1674 +frame:6.86e+06 wall_t:4097 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.7264 +2026-01-07 15:56:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.00 total_reward_ma:3880.66 loss:-0.01275 fps:1675 +frame:6.87e+06 wall_t:4102 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.813 +2026-01-07 15:56:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3916.50 total_reward_ma:3881.11 loss:-0.01116 fps:1675 +frame:6.88e+06 wall_t:4108 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.5766 +2026-01-07 15:56:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3888.50 total_reward_ma:3881.36 loss:-0.01196 fps:1675 +frame:6.89e+06 wall_t:4113 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.6534 +2026-01-07 15:56:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3918.50 total_reward_ma:3881.79 loss:-0.01086 fps:1675 +frame:6.90e+06 wall_t:4119 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.742 +2026-01-07 15:56:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3924.00 total_reward_ma:3882.11 loss:0.00298 fps:1675 +frame:6.91e+06 wall_t:4125 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7055 +2026-01-07 15:56:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3938.00 total_reward_ma:3882.52 loss:-0.01054 fps:1676 +frame:6.92e+06 wall_t:4130 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.7081 +2026-01-07 15:56:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.00 total_reward_ma:3882.54 loss:-0.01112 fps:1676 +frame:6.93e+06 wall_t:4135 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.6874 +2026-01-07 15:56:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.00 total_reward_ma:3882.23 loss:-0.006968 fps:1676 +frame:6.94e+06 wall_t:4141 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.7321 +2026-01-07 15:56:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3881.41 loss:-0.0146 fps:1676 +frame:6.95e+06 wall_t:4147 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6847 +2026-01-07 15:56:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3880.41 loss:-0.009856 fps:1676 +frame:6.96e+06 wall_t:4153 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6518 +2026-01-07 15:57:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.50 total_reward_ma:3879.39 loss:-0.01165 fps:1676 +frame:6.97e+06 wall_t:4159 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6546 +2026-01-07 15:57:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.50 total_reward_ma:3879.05 loss:-0.01107 fps:1676 +frame:6.98e+06 wall_t:4165 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6512 +2026-01-07 15:57:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.50 total_reward_ma:3879.22 loss:-0.01109 fps:1676 +frame:6.99e+06 wall_t:4170 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6916 +2026-01-07 15:57:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.50 total_reward_ma:3879.28 loss:-0.01082 fps:1676 +frame:7.00e+06 wall_t:4176 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6585 +2026-01-07 15:57:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3879.02 loss:-0.008554 fps:1676 +frame:7.01e+06 wall_t:4182 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.64 +2026-01-07 15:57:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.50 total_reward_ma:3878.63 loss:-0.004426 fps:1677 +frame:7.02e+06 wall_t:4187 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.73 +2026-01-07 15:57:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.50 total_reward_ma:3878.52 loss:-0.0115 fps:1677 +frame:7.03e+06 wall_t:4193 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6503 +2026-01-07 15:57:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.50 total_reward_ma:3878.55 loss:-0.008168 fps:1677 +frame:7.04e+06 wall_t:4198 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.6277 +2026-01-07 15:57:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.00 total_reward_ma:3878.41 loss:-0.008724 fps:1677 +frame:7.05e+06 wall_t:4203 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.5729 +2026-01-07 15:57:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.50 total_reward_ma:3878.11 loss:-0.01074 fps:1677 +frame:7.06e+06 wall_t:4209 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7186 +2026-01-07 15:57:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3902.00 total_reward_ma:3878.38 loss:-0.01079 fps:1678 +frame:7.07e+06 wall_t:4214 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.6937 +2026-01-07 15:58:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3908.00 total_reward_ma:3878.53 loss:-0.0115 fps:1678 +frame:7.08e+06 wall_t:4220 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.6311 +2026-01-07 15:58:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.40 total_reward_ma:3878.53 loss:0.001772 fps:1679 +frame:7.09e+06 wall_t:4224 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.656 +2026-01-07 15:58:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.40 total_reward_ma:3878.54 loss:-0.0116 fps:1678 +frame:7.10e+06 wall_t:4230 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.6404 +2026-01-07 15:58:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.90 total_reward_ma:3878.76 loss:-0.008179 fps:1679 +frame:7.11e+06 wall_t:4235 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.6667 +2026-01-07 15:58:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3888.30 total_reward_ma:3879.31 loss:-0.00383 fps:1679 +frame:7.12e+06 wall_t:4241 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6469 +2026-01-07 15:58:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.80 total_reward_ma:3879.30 loss:-0.0127 fps:1679 +frame:7.13e+06 wall_t:4246 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6138 +2026-01-07 15:58:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.00 total_reward_ma:3879.07 loss:-0.005276 fps:1679 +frame:7.14e+06 wall_t:4252 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.6972 +2026-01-07 15:58:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.00 total_reward_ma:3878.92 loss:-0.01192 fps:1680 +frame:7.15e+06 wall_t:4257 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6356 +2026-01-07 15:58:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3886.90 total_reward_ma:3879.13 loss:0.006072 fps:1680 +frame:7.16e+06 wall_t:4263 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.6807 +2026-01-07 15:58:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.40 total_reward_ma:3879.34 loss:-0.0103 fps:1680 +frame:7.17e+06 wall_t:4268 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5405 +2026-01-07 15:58:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.90 total_reward_ma:3879.58 loss:-0.01052 fps:1680 +frame:7.18e+06 wall_t:4273 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.7334 +2026-01-07 15:59:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.50 total_reward_ma:3880.09 loss:-0.01091 fps:1681 +frame:7.19e+06 wall_t:4278 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.7055 +2026-01-07 15:59:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.50 total_reward_ma:3880.40 loss:-0.008469 fps:1681 +frame:7.20e+06 wall_t:4284 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.632 +2026-01-07 15:59:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.50 total_reward_ma:3881.08 loss:0.003447 fps:1681 +frame:7.21e+06 wall_t:4290 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.6872 +2026-01-07 15:59:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3839.50 total_reward_ma:3881.56 loss:-0.009834 fps:1681 +frame:7.22e+06 wall_t:4296 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6195 +2026-01-07 15:59:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3816.00 total_reward_ma:3881.63 loss:-0.009259 fps:1681 +frame:7.23e+06 wall_t:4302 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6114 +2026-01-07 15:59:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.50 total_reward_ma:3881.49 loss:-0.01013 fps:1681 +frame:7.24e+06 wall_t:4308 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.6299 +2026-01-07 15:59:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3881.15 loss:-0.01157 fps:1681 +frame:7.25e+06 wall_t:4313 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7069 +2026-01-07 15:59:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3823.50 total_reward_ma:3880.68 loss:-0.01188 fps:1681 +frame:7.26e+06 wall_t:4318 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.5985 +2026-01-07 15:59:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3823.50 total_reward_ma:3880.02 loss:-0.01053 fps:1682 +frame:7.27e+06 wall_t:4323 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6261 +2026-01-07 15:59:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.00 total_reward_ma:3879.59 loss:-0.009368 fps:1682 +frame:7.28e+06 wall_t:4329 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.5858 +2026-01-07 15:59:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.50 total_reward_ma:3879.37 loss:-0.00928 fps:1682 +frame:7.29e+06 wall_t:4334 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6667 +2026-01-07 16:00:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.00 total_reward_ma:3879.23 loss:-0.01007 fps:1682 +frame:7.30e+06 wall_t:4340 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5954 +2026-01-07 16:00:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.50 total_reward_ma:3879.21 loss:-0.004078 fps:1682 +frame:7.31e+06 wall_t:4345 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6391 +2026-01-07 16:00:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.50 total_reward_ma:3878.95 loss:-0.009108 fps:1682 +frame:7.32e+06 wall_t:4351 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5894 +2026-01-07 16:00:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.00 total_reward_ma:3878.81 loss:-0.0112 fps:1683 +frame:7.33e+06 wall_t:4356 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.5438 +2026-01-07 16:00:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3878.70 loss:-0.01025 fps:1683 +frame:7.34e+06 wall_t:4362 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5614 +2026-01-07 16:00:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.00 total_reward_ma:3878.39 loss:-0.006649 fps:1683 +frame:7.35e+06 wall_t:4368 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.6446 +2026-01-07 16:00:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.00 total_reward_ma:3877.92 loss:-0.01143 fps:1683 +frame:7.36e+06 wall_t:4373 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.6712 +2026-01-07 16:00:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.00 total_reward_ma:3877.49 loss:-0.008791 fps:1683 +frame:7.37e+06 wall_t:4378 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.6232 +2026-01-07 16:00:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3892.00 total_reward_ma:3877.46 loss:-0.01033 fps:1683 +frame:7.38e+06 wall_t:4384 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.5667 +2026-01-07 16:00:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3877.76 loss:-0.01103 fps:1683 +frame:7.39e+06 wall_t:4390 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6412 +2026-01-07 16:00:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3877.72 loss:-0.01112 fps:1684 +frame:7.40e+06 wall_t:4395 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.665 +2026-01-07 16:01:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.50 total_reward_ma:3877.21 loss:-0.005212 fps:1684 +frame:7.41e+06 wall_t:4400 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.5831 +2026-01-07 16:01:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3833.50 total_reward_ma:3876.20 loss:-0.007089 fps:1684 +frame:7.42e+06 wall_t:4406 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6532 +2026-01-07 16:01:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3820.50 total_reward_ma:3875.05 loss:-0.002583 fps:1684 +frame:7.43e+06 wall_t:4411 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5963 +2026-01-07 16:01:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.50 total_reward_ma:3874.76 loss:-0.01198 fps:1684 +frame:7.44e+06 wall_t:4417 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5905 +2026-01-07 16:01:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.00 total_reward_ma:3874.40 loss:-0.009567 fps:1685 +frame:7.45e+06 wall_t:4422 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.6381 +2026-01-07 16:01:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.50 total_reward_ma:3874.56 loss:-0.00953 fps:1685 +frame:7.46e+06 wall_t:4427 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.5252 +2026-01-07 16:01:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3874.76 loss:-0.01077 fps:1685 +frame:7.47e+06 wall_t:4432 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.5943 +2026-01-07 16:01:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.50 total_reward_ma:3874.54 loss:-0.01078 fps:1685 +frame:7.48e+06 wall_t:4438 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7217 +2026-01-07 16:01:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.00 total_reward_ma:3874.07 loss:-0.009192 fps:1685 +frame:7.49e+06 wall_t:4444 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6325 +2026-01-07 16:01:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.50 total_reward_ma:3873.63 loss:-0.007404 fps:1686 +frame:7.50e+06 wall_t:4449 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6114 +2026-01-07 16:01:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.50 total_reward_ma:3872.96 loss:-0.01029 fps:1686 +frame:7.51e+06 wall_t:4454 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.6359 +2026-01-07 16:02:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.00 total_reward_ma:3872.18 loss:-0.005293 fps:1686 +frame:7.52e+06 wall_t:4459 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 16:02:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3889.00 total_reward_ma:3872.04 loss:-0.01119 fps:1687 +frame:7.53e+06 wall_t:4464 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.5997 +2026-01-07 16:02:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.00 total_reward_ma:3872.01 loss:-0.01163 fps:1687 +frame:7.54e+06 wall_t:4470 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.6963 +2026-01-07 16:02:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.00 total_reward_ma:3871.70 loss:-0.002006 fps:1687 +frame:7.55e+06 wall_t:4475 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6648 +2026-01-07 16:02:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.40 total_reward_ma:3871.14 loss:0.000809 fps:1687 +frame:7.56e+06 wall_t:4481 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5895 +2026-01-07 16:02:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.90 total_reward_ma:3870.44 loss:-0.007251 fps:1687 +frame:7.57e+06 wall_t:4486 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6183 +2026-01-07 16:02:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3870.55 loss:-0.01138 fps:1687 +frame:7.58e+06 wall_t:4492 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6226 +2026-01-07 16:02:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.50 total_reward_ma:3870.74 loss:-0.01071 fps:1688 +frame:7.59e+06 wall_t:4497 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6257 +2026-01-07 16:02:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.00 total_reward_ma:3871.08 loss:-0.002876 fps:1688 +frame:7.60e+06 wall_t:4502 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6898 +2026-01-07 16:02:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.00 total_reward_ma:3871.34 loss:-0.009069 fps:1688 +frame:7.61e+06 wall_t:4507 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6538 +2026-01-07 16:02:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.70 total_reward_ma:3871.25 loss:-0.001092 fps:1689 +frame:7.62e+06 wall_t:4512 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6786 +2026-01-07 16:03:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.20 total_reward_ma:3871.10 loss:-0.004659 fps:1689 +frame:7.63e+06 wall_t:4518 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5902 +2026-01-07 16:03:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.00 total_reward_ma:3870.94 loss:-0.01174 fps:1689 +frame:7.64e+06 wall_t:4523 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6269 +2026-01-07 16:03:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3870.87 loss:-0.01011 fps:1689 +frame:7.65e+06 wall_t:4529 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6684 +2026-01-07 16:03:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.50 total_reward_ma:3870.63 loss:-0.009685 fps:1689 +frame:7.66e+06 wall_t:4534 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5744 +2026-01-07 16:03:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.00 total_reward_ma:3870.17 loss:-0.00536 fps:1689 +frame:7.67e+06 wall_t:4540 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.7778 +2026-01-07 16:03:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3869.67 loss:-0.01101 fps:1690 +frame:7.68e+06 wall_t:4545 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.567 +2026-01-07 16:03:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.50 total_reward_ma:3869.41 loss:-0.006547 fps:1690 +frame:7.69e+06 wall_t:4550 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6019 +2026-01-07 16:03:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.50 total_reward_ma:3869.26 loss:-0.009754 fps:1690 +frame:7.70e+06 wall_t:4556 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6335 +2026-01-07 16:03:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.00 total_reward_ma:3869.05 loss:-0.0119 fps:1690 +frame:7.71e+06 wall_t:4561 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6434 +2026-01-07 16:03:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3879.50 total_reward_ma:3868.73 loss:-0.01156 fps:1690 +frame:7.72e+06 wall_t:4567 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.74 +2026-01-07 16:03:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.50 total_reward_ma:3868.38 loss:-0.009643 fps:1691 +frame:7.73e+06 wall_t:4572 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6443 +2026-01-07 16:04:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3898.50 total_reward_ma:3868.20 loss:-0.01118 fps:1691 +frame:7.74e+06 wall_t:4578 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7178 +2026-01-07 16:04:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3901.50 total_reward_ma:3868.14 loss:-0.01327 fps:1691 +frame:7.75e+06 wall_t:4584 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6819 +2026-01-07 16:04:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3925.00 total_reward_ma:3868.63 loss:-0.006035 fps:1691 +frame:7.76e+06 wall_t:4589 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.6025 +2026-01-07 16:04:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3910.00 total_reward_ma:3869.15 loss:-0.00528 fps:1691 +frame:7.77e+06 wall_t:4594 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.6692 +2026-01-07 16:04:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.90 total_reward_ma:3868.92 loss:-0.002009 fps:1692 +frame:7.78e+06 wall_t:4599 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5536 +2026-01-07 16:04:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.40 total_reward_ma:3868.33 loss:-0.01135 fps:1692 +frame:7.79e+06 wall_t:4605 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6556 +2026-01-07 16:04:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.50 total_reward_ma:3868.48 loss:-0.01084 fps:1692 +frame:7.80e+06 wall_t:4611 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 16:04:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.50 total_reward_ma:3868.79 loss:-0.01112 fps:1692 +frame:7.81e+06 wall_t:4616 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6482 +2026-01-07 16:04:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.00 total_reward_ma:3869.08 loss:-0.009624 fps:1692 +frame:7.82e+06 wall_t:4622 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5688 +2026-01-07 16:04:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3869.25 loss:-0.01273 fps:1692 +frame:7.83e+06 wall_t:4627 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.7035 +2026-01-07 16:04:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3869.51 loss:-0.01035 fps:1692 +frame:7.84e+06 wall_t:4633 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7034 +2026-01-07 16:05:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.00 total_reward_ma:3869.84 loss:-0.006721 fps:1693 +frame:7.85e+06 wall_t:4638 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5689 +2026-01-07 16:05:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.50 total_reward_ma:3869.97 loss:-0.01005 fps:1693 +frame:7.86e+06 wall_t:4643 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6415 +2026-01-07 16:05:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3905.50 total_reward_ma:3870.23 loss:-0.009988 fps:1693 +frame:7.87e+06 wall_t:4649 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.5612 +2026-01-07 16:05:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.50 total_reward_ma:3869.89 loss:-0.008133 fps:1693 +frame:7.88e+06 wall_t:4655 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.7319 +2026-01-07 16:05:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3838.50 total_reward_ma:3869.39 loss:-0.005792 fps:1693 +frame:7.89e+06 wall_t:4660 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.7099 +2026-01-07 16:05:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.00 total_reward_ma:3868.65 loss:-0.01055 fps:1693 +frame:7.90e+06 wall_t:4665 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6259 +2026-01-07 16:05:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3818.50 total_reward_ma:3867.59 loss:-0.007524 fps:1694 +frame:7.91e+06 wall_t:4670 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.6591 +2026-01-07 16:05:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3822.50 total_reward_ma:3866.44 loss:-0.01022 fps:1694 +frame:7.92e+06 wall_t:4676 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.8172 +2026-01-07 16:05:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.50 total_reward_ma:3866.07 loss:-0.009954 fps:1694 +frame:7.93e+06 wall_t:4682 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.6315 +2026-01-07 16:05:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3866.18 loss:-0.01054 fps:1694 +frame:7.94e+06 wall_t:4687 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.7317 +2026-01-07 16:05:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3866.27 loss:-0.009973 fps:1694 +frame:7.95e+06 wall_t:4692 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5619 +2026-01-07 16:06:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.00 total_reward_ma:3866.40 loss:-0.008999 fps:1694 +frame:7.96e+06 wall_t:4698 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6275 +2026-01-07 16:06:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3886.50 total_reward_ma:3866.83 loss:-0.00845 fps:1694 +frame:7.97e+06 wall_t:4704 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.7664 +2026-01-07 16:06:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.90 total_reward_ma:3867.03 loss:-0.01149 fps:1695 +frame:7.98e+06 wall_t:4709 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.7142 +2026-01-07 16:06:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.90 total_reward_ma:3866.95 loss:-0.007135 fps:1695 +frame:7.99e+06 wall_t:4715 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.6632 +2026-01-07 16:06:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3866.87 loss:-0.01057 fps:1695 +frame:8.00e+06 wall_t:4720 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6826 +2026-01-07 16:06:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3866.76 loss:-0.0103 fps:1695 +frame:8.01e+06 wall_t:4726 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.7296 +2026-01-07 16:06:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.50 total_reward_ma:3866.85 loss:-0.009525 fps:1695 +frame:8.02e+06 wall_t:4731 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.617 +2026-01-07 16:06:39 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3866.69 loss:-0.009699 fps:1696 +frame:8.03e+06 wall_t:4736 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6188 +2026-01-07 16:06:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.00 total_reward_ma:3866.78 loss:-0.01043 fps:1695 +frame:8.04e+06 wall_t:4742 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.6003 +2026-01-07 16:06:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3893.00 total_reward_ma:3866.95 loss:-0.01088 fps:1695 +frame:8.05e+06 wall_t:4748 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6937 +2026-01-07 16:06:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.50 total_reward_ma:3867.22 loss:-0.007064 fps:1696 +frame:8.06e+06 wall_t:4753 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7091 +2026-01-07 16:07:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3866.81 loss:-0.0108 fps:1696 +frame:8.07e+06 wall_t:4759 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.553 +2026-01-07 16:07:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.50 total_reward_ma:3866.34 loss:-0.009469 fps:1696 +frame:8.08e+06 wall_t:4764 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5656 +2026-01-07 16:07:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.00 total_reward_ma:3866.04 loss:-0.01066 fps:1696 +frame:8.09e+06 wall_t:4770 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6604 +2026-01-07 16:07:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.00 total_reward_ma:3866.08 loss:-0.01012 fps:1696 +frame:8.10e+06 wall_t:4776 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6805 +2026-01-07 16:07:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.00 total_reward_ma:3865.94 loss:-0.01157 fps:1696 +frame:8.11e+06 wall_t:4781 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6251 +2026-01-07 16:07:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3873.00 total_reward_ma:3865.78 loss:-0.01047 fps:1696 +frame:8.12e+06 wall_t:4788 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6752 +2026-01-07 16:07:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3873.00 total_reward_ma:3865.96 loss:-0.01039 fps:1696 +frame:8.13e+06 wall_t:4793 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6201 +2026-01-07 16:07:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3865.89 loss:-0.009926 fps:1696 +frame:8.14e+06 wall_t:4799 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.7074 +2026-01-07 16:07:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.50 total_reward_ma:3865.85 loss:-0.01229 fps:1697 +frame:8.15e+06 wall_t:4804 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.6161 +2026-01-07 16:07:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.50 total_reward_ma:3865.71 loss:-0.01155 fps:1696 +frame:8.16e+06 wall_t:4810 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.618 +2026-01-07 16:07:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3865.94 loss:-0.007008 fps:1697 +frame:8.17e+06 wall_t:4815 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.5888 +2026-01-07 16:08:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3910.00 total_reward_ma:3866.25 loss:-0.01166 fps:1697 +frame:8.18e+06 wall_t:4821 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.7597 +2026-01-07 16:08:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3911.50 total_reward_ma:3866.41 loss:-0.01109 fps:1697 +frame:8.19e+06 wall_t:4826 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.6609 +2026-01-07 16:08:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3897.00 total_reward_ma:3866.60 loss:-0.01078 fps:1697 +frame:8.20e+06 wall_t:4831 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.623 +2026-01-07 16:08:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3900.00 total_reward_ma:3866.98 loss:-0.007253 fps:1698 +frame:8.21e+06 wall_t:4836 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6701 +2026-01-07 16:08:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3891.00 total_reward_ma:3867.50 loss:-0.01013 fps:1698 +frame:8.22e+06 wall_t:4842 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.6507 +2026-01-07 16:08:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3901.00 total_reward_ma:3868.35 loss:-0.01024 fps:1698 +frame:8.23e+06 wall_t:4848 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6435 +2026-01-07 16:08:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.50 total_reward_ma:3868.69 loss:-0.01034 fps:1698 +frame:8.24e+06 wall_t:4853 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6045 +2026-01-07 16:08:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3868.80 loss:-0.00785 fps:1698 +frame:8.25e+06 wall_t:4859 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6724 +2026-01-07 16:08:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.50 total_reward_ma:3869.22 loss:-0.001799 fps:1698 +frame:8.26e+06 wall_t:4864 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6276 +2026-01-07 16:08:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3885.00 total_reward_ma:3869.83 loss:-0.01029 fps:1698 +frame:8.27e+06 wall_t:4871 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6871 +2026-01-07 16:08:58 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.00 total_reward_ma:3870.00 loss:-0.01123 fps:1698 +frame:8.28e+06 wall_t:4876 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5915 +2026-01-07 16:09:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.50 total_reward_ma:3870.27 loss:-0.01001 fps:1698 +frame:8.29e+06 wall_t:4882 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.653 +2026-01-07 16:09:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.00 total_reward_ma:3870.65 loss:-0.00977 fps:1698 +frame:8.30e+06 wall_t:4888 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6503 +2026-01-07 16:09:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3870.80 loss:-0.01071 fps:1698 +frame:8.31e+06 wall_t:4893 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5678 +2026-01-07 16:09:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.00 total_reward_ma:3871.00 loss:-0.009218 fps:1698 +frame:8.32e+06 wall_t:4899 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6921 +2026-01-07 16:09:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.50 total_reward_ma:3870.82 loss:-0.01086 fps:1699 +frame:8.33e+06 wall_t:4904 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6739 +2026-01-07 16:09:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.50 total_reward_ma:3870.71 loss:-0.009146 fps:1699 +frame:8.34e+06 wall_t:4910 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.6542 +2026-01-07 16:09:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.40 total_reward_ma:3870.78 loss:-0.007962 fps:1699 +frame:8.35e+06 wall_t:4915 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.709 +2026-01-07 16:09:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.70 total_reward_ma:3870.73 loss:-0.009851 fps:1699 +frame:8.36e+06 wall_t:4921 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.6724 +2026-01-07 16:09:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.30 total_reward_ma:3870.59 loss:-0.008063 fps:1699 +frame:8.37e+06 wall_t:4925 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.6883 +2026-01-07 16:09:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.00 total_reward_ma:3870.22 loss:-0.0122 fps:1699 +frame:8.38e+06 wall_t:4931 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6882 +2026-01-07 16:10:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.50 total_reward_ma:3869.81 loss:-0.01094 fps:1699 +frame:8.39e+06 wall_t:4938 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.6112 +2026-01-07 16:10:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.00 total_reward_ma:3869.57 loss:-0.009584 fps:1699 +frame:8.40e+06 wall_t:4944 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6691 +2026-01-07 16:10:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.50 total_reward_ma:3869.70 loss:-0.009803 fps:1699 +frame:8.41e+06 wall_t:4949 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.6956 +2026-01-07 16:10:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.10 total_reward_ma:3869.90 loss:-0.01096 fps:1699 +frame:8.42e+06 wall_t:4955 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.693 +2026-01-07 16:10:23 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3862.60 total_reward_ma:3870.32 loss:-0.003695 fps:1700 +frame:8.43e+06 wall_t:4960 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.5556 +2026-01-07 16:10:28 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3841.50 total_reward_ma:3870.04 loss:-0.01341 fps:1700 +frame:8.44e+06 wall_t:4966 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.6631 +2026-01-07 16:10:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.00 total_reward_ma:3870.12 loss:-0.01084 fps:1700 +frame:8.45e+06 wall_t:4971 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.6103 +2026-01-07 16:10:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3870.40 loss:-0.01239 fps:1700 +frame:8.46e+06 wall_t:4977 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.753 +2026-01-07 16:10:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3877.00 total_reward_ma:3870.34 loss:-0.0104 fps:1700 +frame:8.47e+06 wall_t:4983 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6307 +2026-01-07 16:10:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.50 total_reward_ma:3870.30 loss:-0.003497 fps:1700 +frame:8.48e+06 wall_t:4988 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.6987 +2026-01-07 16:10:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3846.50 total_reward_ma:3870.13 loss:0.01731 fps:1700 +frame:8.49e+06 wall_t:4994 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6974 +2026-01-07 16:11:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3851.50 total_reward_ma:3869.92 loss:-0.007191 fps:1700 +frame:8.50e+06 wall_t:5000 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.6976 +2026-01-07 16:11:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3856.00 total_reward_ma:3870.03 loss:-0.007361 fps:1700 +frame:8.51e+06 wall_t:5006 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6304 +2026-01-07 16:11:14 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3873.50 total_reward_ma:3870.14 loss:-0.008433 fps:1700 +frame:8.52e+06 wall_t:5011 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6439 +2026-01-07 16:11:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.50 total_reward_ma:3869.91 loss:-0.00254 fps:1700 +frame:8.53e+06 wall_t:5017 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6789 +2026-01-07 16:11:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.50 total_reward_ma:3870.03 loss:-0.01181 fps:1700 +frame:8.54e+06 wall_t:5023 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6577 +2026-01-07 16:11:31 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.50 total_reward_ma:3870.15 loss:-0.009278 fps:1700 +frame:8.55e+06 wall_t:5029 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.674 +2026-01-07 16:11:37 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.00 total_reward_ma:3870.09 loss:-0.0101 fps:1700 +frame:8.56e+06 wall_t:5034 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.604 +2026-01-07 16:11:42 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.50 total_reward_ma:3870.21 loss:-0.003376 fps:1700 +frame:8.57e+06 wall_t:5040 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6489 +2026-01-07 16:11:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3835.00 total_reward_ma:3869.84 loss:-0.005402 fps:1701 +frame:8.58e+06 wall_t:5045 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6024 +2026-01-07 16:11:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.00 total_reward_ma:3869.45 loss:-0.008976 fps:1701 +frame:8.59e+06 wall_t:5051 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.634 +2026-01-07 16:12:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3869.25 loss:-0.008991 fps:1700 +frame:8.60e+06 wall_t:5058 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5684 +2026-01-07 16:12:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.00 total_reward_ma:3868.94 loss:-0.009959 fps:1701 +frame:8.61e+06 wall_t:5063 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6379 +2026-01-07 16:12:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.50 total_reward_ma:3869.04 loss:-0.009934 fps:1701 +frame:8.62e+06 wall_t:5068 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6635 +2026-01-07 16:12:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.00 total_reward_ma:3869.03 loss:-0.009075 fps:1701 +frame:8.63e+06 wall_t:5074 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6501 +2026-01-07 16:12:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3869.07 loss:-0.01087 fps:1701 +frame:8.64e+06 wall_t:5079 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.637 +2026-01-07 16:12:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3868.97 loss:-0.008698 fps:1701 +frame:8.65e+06 wall_t:5085 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6035 +2026-01-07 16:12:33 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.50 total_reward_ma:3868.85 loss:-0.005219 fps:1701 +frame:8.66e+06 wall_t:5090 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6065 +2026-01-07 16:12:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.50 total_reward_ma:3868.79 loss:-0.0003595 fps:1701 +frame:8.67e+06 wall_t:5096 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.646 +2026-01-07 16:12:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.40 total_reward_ma:3868.89 loss:-0.01126 fps:1702 +frame:8.68e+06 wall_t:5101 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6632 +2026-01-07 16:12:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3892.90 total_reward_ma:3869.10 loss:-0.007963 fps:1702 +frame:8.69e+06 wall_t:5106 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6413 +2026-01-07 16:12:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.00 total_reward_ma:3869.06 loss:-0.008986 fps:1702 +frame:8.70e+06 wall_t:5112 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6265 +2026-01-07 16:13:00 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3884.50 total_reward_ma:3869.12 loss:-0.009265 fps:1702 +frame:8.71e+06 wall_t:5117 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.6676 +2026-01-07 16:13:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3869.05 loss:-0.01043 fps:1702 +frame:8.72e+06 wall_t:5123 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5859 +2026-01-07 16:13:12 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3839.50 total_reward_ma:3868.63 loss:-0.008265 fps:1702 +frame:8.73e+06 wall_t:5129 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5391 +2026-01-07 16:13:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.00 total_reward_ma:3868.18 loss:-0.002491 fps:1702 +frame:8.74e+06 wall_t:5136 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6685 +2026-01-07 16:13:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3835.50 total_reward_ma:3867.51 loss:-0.007743 fps:1702 +frame:8.75e+06 wall_t:5142 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5807 +2026-01-07 16:13:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.50 total_reward_ma:3866.94 loss:-0.009434 fps:1702 +frame:8.76e+06 wall_t:5148 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5808 +2026-01-07 16:13:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.00 total_reward_ma:3866.66 loss:-0.01119 fps:1702 +frame:8.77e+06 wall_t:5153 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.6382 +2026-01-07 16:13:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.00 total_reward_ma:3866.72 loss:-0.01145 fps:1702 +frame:8.78e+06 wall_t:5158 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6104 +2026-01-07 16:13:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.50 total_reward_ma:3866.70 loss:-0.009505 fps:1702 +frame:8.79e+06 wall_t:5163 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6077 +2026-01-07 16:13:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.00 total_reward_ma:3866.29 loss:-0.008257 fps:1702 +frame:8.80e+06 wall_t:5169 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.592 +2026-01-07 16:13:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.50 total_reward_ma:3865.81 loss:-0.007822 fps:1703 +frame:8.81e+06 wall_t:5174 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6592 +2026-01-07 16:14:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.50 total_reward_ma:3865.68 loss:-0.008986 fps:1703 +frame:8.82e+06 wall_t:5180 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6151 +2026-01-07 16:14:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.00 total_reward_ma:3865.43 loss:-0.008891 fps:1703 +frame:8.83e+06 wall_t:5185 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6257 +2026-01-07 16:14:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.00 total_reward_ma:3865.08 loss:-0.002169 fps:1703 +frame:8.84e+06 wall_t:5190 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.6449 +2026-01-07 16:14:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3864.90 loss:-0.00725 fps:1703 +frame:8.85e+06 wall_t:5196 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5715 +2026-01-07 16:14:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.50 total_reward_ma:3864.77 loss:-0.007896 fps:1703 +frame:8.86e+06 wall_t:5202 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.6149 +2026-01-07 16:14:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.50 total_reward_ma:3864.44 loss:-0.01111 fps:1703 +frame:8.87e+06 wall_t:5207 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.6826 +2026-01-07 16:14:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.00 total_reward_ma:3864.11 loss:-0.009185 fps:1704 +frame:8.88e+06 wall_t:5212 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5841 +2026-01-07 16:14:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.50 total_reward_ma:3864.13 loss:-0.009581 fps:1704 +frame:8.89e+06 wall_t:5217 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6757 +2026-01-07 16:14:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.50 total_reward_ma:3864.13 loss:-0.003641 fps:1704 +frame:8.90e+06 wall_t:5223 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5189 +2026-01-07 16:14:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3825.50 total_reward_ma:3864.20 loss:-0.008454 fps:1704 +frame:8.91e+06 wall_t:5228 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6282 +2026-01-07 16:14:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3826.50 total_reward_ma:3864.24 loss:-0.007838 fps:1704 +frame:8.92e+06 wall_t:5234 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.6248 +2026-01-07 16:15:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.00 total_reward_ma:3864.15 loss:-0.008846 fps:1704 +frame:8.93e+06 wall_t:5240 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6696 +2026-01-07 16:15:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.50 total_reward_ma:3864.02 loss:-0.01004 fps:1704 +frame:8.94e+06 wall_t:5245 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.6133 +2026-01-07 16:15:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.00 total_reward_ma:3863.92 loss:-0.009295 fps:1704 +frame:8.95e+06 wall_t:5251 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5634 +2026-01-07 16:15:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3877.50 total_reward_ma:3863.95 loss:-0.008427 fps:1704 +frame:8.96e+06 wall_t:5257 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5485 +2026-01-07 16:15:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3878.50 total_reward_ma:3863.87 loss:-0.00727 fps:1705 +frame:8.97e+06 wall_t:5262 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5602 +2026-01-07 16:15:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.00 total_reward_ma:3863.75 loss:-0.007067 fps:1705 +frame:8.98e+06 wall_t:5267 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.6591 +2026-01-07 16:15:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.50 total_reward_ma:3863.98 loss:-0.007586 fps:1705 +frame:8.99e+06 wall_t:5273 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.6448 +2026-01-07 16:15:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.00 total_reward_ma:3863.91 loss:-0.009789 fps:1705 +frame:9.00e+06 wall_t:5278 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6228 +2026-01-07 16:15:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.00 total_reward_ma:3863.68 loss:-0.009408 fps:1705 +frame:9.01e+06 wall_t:5284 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.6989 +2026-01-07 16:15:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.00 total_reward_ma:3863.44 loss:-0.007144 fps:1705 +frame:9.02e+06 wall_t:5289 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6874 +2026-01-07 16:15:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3863.53 loss:-0.008426 fps:1705 +frame:9.03e+06 wall_t:5295 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.6379 +2026-01-07 16:16:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.00 total_reward_ma:3863.02 loss:-0.008991 fps:1706 +frame:9.04e+06 wall_t:5300 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.6674 +2026-01-07 16:16:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.00 total_reward_ma:3862.62 loss:-0.00782 fps:1706 +frame:9.05e+06 wall_t:5305 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.6599 +2026-01-07 16:16:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.50 total_reward_ma:3862.60 loss:-0.0005686 fps:1706 +frame:9.06e+06 wall_t:5311 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.6697 +2026-01-07 16:16:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.00 total_reward_ma:3862.59 loss:-0.009365 fps:1706 +frame:9.07e+06 wall_t:5316 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6307 +2026-01-07 16:16:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3862.61 loss:-0.006895 fps:1706 +frame:9.08e+06 wall_t:5322 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5168 +2026-01-07 16:16:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3880.50 total_reward_ma:3862.92 loss:-0.008166 fps:1706 +frame:9.09e+06 wall_t:5328 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6653 +2026-01-07 16:16:36 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3862.79 loss:-0.01007 fps:1706 +frame:9.10e+06 wall_t:5333 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.732 +2026-01-07 16:16:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.00 total_reward_ma:3862.62 loss:-0.009087 fps:1707 +frame:9.11e+06 wall_t:5338 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 16:16:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3833.50 total_reward_ma:3862.22 loss:-0.009136 fps:1707 +frame:9.12e+06 wall_t:5344 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.6134 +2026-01-07 16:16:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3841.50 total_reward_ma:3861.91 loss:-0.00707 fps:1707 +frame:9.13e+06 wall_t:5350 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.6483 +2026-01-07 16:16:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3865.50 total_reward_ma:3861.96 loss:-0.009411 fps:1707 +frame:9.14e+06 wall_t:5355 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.702 +2026-01-07 16:17:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.50 total_reward_ma:3861.77 loss:-0.009025 fps:1707 +frame:9.15e+06 wall_t:5360 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6409 +2026-01-07 16:17:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.50 total_reward_ma:3861.64 loss:-0.006721 fps:1707 +frame:9.16e+06 wall_t:5365 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.6928 +2026-01-07 16:17:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3841.50 total_reward_ma:3861.23 loss:-0.007403 fps:1707 +frame:9.17e+06 wall_t:5371 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6419 +2026-01-07 16:17:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.50 total_reward_ma:3860.62 loss:-0.009182 fps:1708 +frame:9.18e+06 wall_t:5376 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6243 +2026-01-07 16:17:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.50 total_reward_ma:3860.05 loss:-0.009882 fps:1708 +frame:9.19e+06 wall_t:5381 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.6388 +2026-01-07 16:17:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.00 total_reward_ma:3859.51 loss:-0.008516 fps:1708 +frame:9.20e+06 wall_t:5387 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.6275 +2026-01-07 16:17:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.00 total_reward_ma:3858.87 loss:-0.00848 fps:1708 +frame:9.21e+06 wall_t:5392 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.6528 +2026-01-07 16:17:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3858.47 loss:-0.008564 fps:1708 +frame:9.22e+06 wall_t:5397 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6494 +2026-01-07 16:17:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3851.00 total_reward_ma:3857.97 loss:-0.009075 fps:1709 +frame:9.23e+06 wall_t:5402 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6009 +2026-01-07 16:17:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3857.86 loss:-0.007559 fps:1709 +frame:9.24e+06 wall_t:5408 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.641 +2026-01-07 16:17:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3871.00 total_reward_ma:3857.86 loss:-0.006574 fps:1709 +frame:9.25e+06 wall_t:5413 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6683 +2026-01-07 16:18:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.50 total_reward_ma:3857.80 loss:-0.002076 fps:1709 +frame:9.26e+06 wall_t:5418 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.6037 +2026-01-07 16:18:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.00 total_reward_ma:3857.65 loss:-0.007972 fps:1709 +frame:9.27e+06 wall_t:5424 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.6102 +2026-01-07 16:18:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3867.00 total_reward_ma:3857.52 loss:-0.008706 fps:1709 +frame:9.28e+06 wall_t:5429 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6672 +2026-01-07 16:18:17 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.00 total_reward_ma:3857.25 loss:-0.006649 fps:1710 +frame:9.29e+06 wall_t:5434 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5759 +2026-01-07 16:18:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3841.50 total_reward_ma:3856.79 loss:-0.00803 fps:1710 +frame:9.30e+06 wall_t:5440 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5631 +2026-01-07 16:18:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3848.00 total_reward_ma:3856.67 loss:-0.006899 fps:1710 +frame:9.31e+06 wall_t:5445 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6007 +2026-01-07 16:18:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3853.50 total_reward_ma:3856.64 loss:-0.005668 fps:1710 +frame:9.32e+06 wall_t:5450 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5593 +2026-01-07 16:18:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3856.77 loss:-0.009696 fps:1710 +frame:9.33e+06 wall_t:5455 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.6576 +2026-01-07 16:18:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.00 total_reward_ma:3856.79 loss:-0.009312 fps:1710 +frame:9.34e+06 wall_t:5461 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6581 +2026-01-07 16:18:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.50 total_reward_ma:3856.89 loss:-0.007627 fps:1710 +frame:9.35e+06 wall_t:5467 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5366 +2026-01-07 16:18:55 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.00 total_reward_ma:3857.17 loss:-0.003857 fps:1710 +frame:9.36e+06 wall_t:5473 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5376 +2026-01-07 16:19:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3864.50 total_reward_ma:3857.28 loss:-0.005483 fps:1710 +frame:9.37e+06 wall_t:5478 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.624 +2026-01-07 16:19:06 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.00 total_reward_ma:3857.31 loss:-0.007527 fps:1710 +frame:9.38e+06 wall_t:5484 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6352 +2026-01-07 16:19:11 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3887.50 total_reward_ma:3857.67 loss:-0.007672 fps:1711 +frame:9.39e+06 wall_t:5488 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.62 +2026-01-07 16:19:16 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3881.00 total_reward_ma:3858.00 loss:-0.01009 fps:1711 +frame:9.40e+06 wall_t:5494 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6065 +2026-01-07 16:19:22 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3866.50 total_reward_ma:3857.95 loss:-0.006798 fps:1711 +frame:9.41e+06 wall_t:5499 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6226 +2026-01-07 16:19:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3859.00 total_reward_ma:3857.99 loss:-0.007881 fps:1711 +frame:9.42e+06 wall_t:5504 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.599 +2026-01-07 16:19:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.50 total_reward_ma:3857.98 loss:-0.007533 fps:1711 +frame:9.43e+06 wall_t:5510 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5511 +2026-01-07 16:19:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.00 total_reward_ma:3858.25 loss:-0.006755 fps:1712 +frame:9.44e+06 wall_t:5515 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6095 +2026-01-07 16:19:44 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3854.00 total_reward_ma:3858.26 loss:-0.006506 fps:1712 +frame:9.45e+06 wall_t:5521 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6355 +2026-01-07 16:19:49 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.00 total_reward_ma:3858.01 loss:-0.008203 fps:1712 +frame:9.46e+06 wall_t:5526 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6715 +2026-01-07 16:19:54 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3842.00 total_reward_ma:3857.66 loss:-0.007601 fps:1712 +frame:9.47e+06 wall_t:5532 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6283 +2026-01-07 16:19:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.00 total_reward_ma:3857.44 loss:-0.008609 fps:1712 +frame:9.48e+06 wall_t:5537 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6764 +2026-01-07 16:20:05 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3857.48 loss:-0.006788 fps:1712 +frame:9.49e+06 wall_t:5542 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.574 +2026-01-07 16:20:10 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.00 total_reward_ma:3857.44 loss:0.002927 fps:1712 +frame:9.50e+06 wall_t:5548 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.6408 +2026-01-07 16:20:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3842.50 total_reward_ma:3857.30 loss:-0.007677 fps:1713 +frame:9.51e+06 wall_t:5553 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6675 +2026-01-07 16:20:21 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3829.00 total_reward_ma:3856.86 loss:-0.004126 fps:1713 +frame:9.52e+06 wall_t:5558 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5683 +2026-01-07 16:20:27 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3847.00 total_reward_ma:3856.67 loss:-0.007369 fps:1713 +frame:9.53e+06 wall_t:5564 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.585 +2026-01-07 16:20:32 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.00 total_reward_ma:3856.61 loss:-0.0002954 fps:1713 +frame:9.54e+06 wall_t:5570 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6563 +2026-01-07 16:20:38 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3856.74 loss:-0.006478 fps:1713 +frame:9.55e+06 wall_t:5575 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6048 +2026-01-07 16:20:43 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3832.00 total_reward_ma:3856.52 loss:-0.008138 fps:1713 +frame:9.56e+06 wall_t:5580 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.7323 +2026-01-07 16:20:48 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3858.00 total_reward_ma:3856.35 loss:-0.006644 fps:1714 +frame:9.57e+06 wall_t:5585 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5529 +2026-01-07 16:20:53 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3856.61 loss:-0.00479 fps:1713 +frame:9.58e+06 wall_t:5591 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5648 +2026-01-07 16:20:59 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3895.50 total_reward_ma:3857.16 loss:-0.006211 fps:1714 +frame:9.59e+06 wall_t:5596 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6697 +2026-01-07 16:21:04 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3896.00 total_reward_ma:3857.52 loss:-0.00853 fps:1714 +frame:9.60e+06 wall_t:5602 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.6241 +2026-01-07 16:21:09 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3857.92 loss:-0.001953 fps:1714 +frame:9.61e+06 wall_t:5607 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5351 +2026-01-07 16:21:15 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3877.00 total_reward_ma:3858.02 loss:-0.007639 fps:1714 +frame:9.62e+06 wall_t:5612 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6835 +2026-01-07 16:21:20 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3870.00 total_reward_ma:3857.94 loss:-0.006971 fps:1714 +frame:9.63e+06 wall_t:5617 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6392 +2026-01-07 16:21:25 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.50 total_reward_ma:3857.91 loss:-0.00779 fps:1714 +frame:9.64e+06 wall_t:5623 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5604 +2026-01-07 16:21:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3868.50 total_reward_ma:3858.09 loss:-0.007463 fps:1715 +frame:9.65e+06 wall_t:5627 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.686 +2026-01-07 16:21:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3858.32 loss:-0.006398 fps:1715 +frame:9.66e+06 wall_t:5633 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5775 +2026-01-07 16:21:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3845.00 total_reward_ma:3858.40 loss:-0.007267 fps:1715 +frame:9.67e+06 wall_t:5638 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.53 +2026-01-07 16:21:46 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3830.00 total_reward_ma:3857.92 loss:-0.005705 fps:1715 +frame:9.68e+06 wall_t:5643 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5361 +2026-01-07 16:21:51 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.50 total_reward_ma:3857.54 loss:-0.006436 fps:1715 +frame:9.69e+06 wall_t:5649 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6005 +2026-01-07 16:21:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3860.50 total_reward_ma:3857.34 loss:-0.006861 fps:1716 +frame:9.70e+06 wall_t:5654 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.4827 +2026-01-07 16:22:03 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3849.00 total_reward_ma:3856.99 loss:-0.005701 fps:1716 +frame:9.71e+06 wall_t:5660 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6281 +2026-01-07 16:22:08 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3844.50 total_reward_ma:3856.71 loss:-0.006242 fps:1716 +frame:9.72e+06 wall_t:5665 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6374 +2026-01-07 16:22:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3840.50 total_reward_ma:3856.72 loss:-0.006367 fps:1716 +frame:9.73e+06 wall_t:5670 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6168 +2026-01-07 16:22:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3842.00 total_reward_ma:3856.61 loss:-0.005694 fps:1716 +frame:9.74e+06 wall_t:5675 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.6973 +2026-01-07 16:22:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3863.00 total_reward_ma:3856.89 loss:-0.007638 fps:1716 +frame:9.75e+06 wall_t:5681 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6089 +2026-01-07 16:22:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.00 total_reward_ma:3856.76 loss:-0.004043 fps:1716 +frame:9.76e+06 wall_t:5686 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5669 +2026-01-07 16:22:34 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.00 total_reward_ma:3856.37 loss:-0.005832 fps:1716 +frame:9.77e+06 wall_t:5692 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.5847 +2026-01-07 16:22:40 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3855.00 total_reward_ma:3856.14 loss:-0.006362 fps:1717 +frame:9.78e+06 wall_t:5697 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.6359 +2026-01-07 16:22:45 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3869.50 total_reward_ma:3856.22 loss:-0.007081 fps:1717 +frame:9.79e+06 wall_t:5702 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.6056 +2026-01-07 16:22:50 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3873.50 total_reward_ma:3856.52 loss:-0.001086 fps:1717 +frame:9.80e+06 wall_t:5708 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5182 +2026-01-07 16:22:56 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.50 total_reward_ma:3856.75 loss:-0.004718 fps:1717 +frame:9.81e+06 wall_t:5714 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.5999 +2026-01-07 16:23:01 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.50 total_reward_ma:3856.71 loss:-0.005173 fps:1717 +frame:9.82e+06 wall_t:5719 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.566 +2026-01-07 16:23:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3852.00 total_reward_ma:3856.53 loss:-0.005605 fps:1717 +frame:9.83e+06 wall_t:5725 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.5619 +2026-01-07 16:23:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.50 total_reward_ma:3856.63 loss:-0.007138 fps:1717 +frame:9.84e+06 wall_t:5730 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6916 +2026-01-07 16:23:19 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3874.50 total_reward_ma:3856.87 loss:-0.002827 fps:1717 +frame:9.85e+06 wall_t:5736 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5733 +2026-01-07 16:23:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3872.00 total_reward_ma:3857.03 loss:0.002561 fps:1717 +frame:9.86e+06 wall_t:5741 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6838 +2026-01-07 16:23:29 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3837.00 total_reward_ma:3856.68 loss:-0.005658 fps:1717 +frame:9.87e+06 wall_t:5747 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6049 +2026-01-07 16:23:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3850.50 total_reward_ma:3856.69 loss:-0.005812 fps:1718 +frame:9.88e+06 wall_t:5752 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5632 +2026-01-07 16:23:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3877.50 total_reward_ma:3857.05 loss:-0.005263 fps:1717 +frame:9.89e+06 wall_t:5759 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.6244 +2026-01-07 16:23:47 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.50 total_reward_ma:3857.23 loss:-0.004079 fps:1718 +frame:9.90e+06 wall_t:5764 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6389 +2026-01-07 16:23:52 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3843.50 total_reward_ma:3857.41 loss:-0.005139 fps:1718 +frame:9.91e+06 wall_t:5769 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6014 +2026-01-07 16:23:57 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3861.00 total_reward_ma:3857.75 loss:-0.004318 fps:1718 +frame:9.92e+06 wall_t:5774 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.5943 +2026-01-07 16:24:02 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3876.50 total_reward_ma:3858.07 loss:-0.005318 fps:1718 +frame:9.93e+06 wall_t:5779 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.5575 +2026-01-07 16:24:07 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3875.00 total_reward_ma:3858.24 loss:-0.005632 fps:1718 +frame:9.94e+06 wall_t:5785 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6496 +2026-01-07 16:24:13 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3883.00 total_reward_ma:3858.49 loss:-0.0007244 fps:1718 +frame:9.95e+06 wall_t:5791 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.6602 +2026-01-07 16:24:18 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3882.50 total_reward_ma:3858.54 loss:-0.0045 fps:1718 +frame:9.96e+06 wall_t:5796 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6168 +2026-01-07 16:24:24 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3846.00 total_reward_ma:3858.22 loss:-0.00197 fps:1718 +frame:9.97e+06 wall_t:5802 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5535 +2026-01-07 16:24:30 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3857.50 total_reward_ma:3858.22 loss:-0.002861 fps:1718 +frame:9.98e+06 wall_t:5808 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.6125 +2026-01-07 16:24:35 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3834.50 total_reward_ma:3857.89 loss:-0.004362 fps:1719 +frame:9.99e+06 wall_t:5813 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5965 +2026-01-07 16:24:41 | INFO | PID:1382 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_carnival_t0_s2 [train] +total_reward:3836.50 total_reward_ma:3857.69 loss:-0.003984 fps:1719 +frame:1.00e+07 wall_t:5818 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.4982 +2026-01-07 16:24:42 | INFO | PID:1382 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s3.log b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..16c2a8d3599ed923ce10e255be5269af440afdcf --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 14:47:41 | INFO | PID:1383 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 14:47:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:720.00 total_reward_ma:720.00 loss:-0.02141 fps:1000 +frame:1.00e+04 wall_t:10 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.764 +2026-01-07 14:48:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:718.70 total_reward_ma:719.35 loss:-0.02527 fps:1176 +frame:2.00e+04 wall_t:17 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.77 +2026-01-07 14:48:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:701.25 total_reward_ma:713.32 loss:-0.02616 fps:1250 +frame:3.00e+04 wall_t:24 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.74 +2026-01-07 14:48:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:685.74 total_reward_ma:706.42 loss:-0.02824 fps:1250 +frame:4.00e+04 wall_t:32 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.719 +2026-01-07 14:48:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:723.20 total_reward_ma:709.78 loss:-0.02781 fps:1282 +frame:5.00e+04 wall_t:39 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.716 +2026-01-07 14:48:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:733.60 total_reward_ma:713.75 loss:-0.02573 fps:1304 +frame:6.00e+04 wall_t:46 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.712 +2026-01-07 14:48:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:772.20 total_reward_ma:722.10 loss:-0.02714 fps:1321 +frame:7.00e+04 wall_t:53 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.708 +2026-01-07 14:48:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:800.00 total_reward_ma:731.84 loss:-0.02419 fps:1333 +frame:8.00e+04 wall_t:60 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.685 +2026-01-07 14:48:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:801.80 total_reward_ma:739.61 loss:-0.02575 fps:1343 +frame:9.00e+04 wall_t:67 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.656 +2026-01-07 14:48:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:754.00 total_reward_ma:741.05 loss:-0.02685 fps:1351 +frame:1.00e+05 wall_t:74 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.673 +2026-01-07 14:49:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:753.00 total_reward_ma:742.14 loss:-0.02491 fps:1358 +frame:1.10e+05 wall_t:81 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.64 +2026-01-07 14:49:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:754.00 total_reward_ma:743.12 loss:-0.02587 fps:1379 +frame:1.20e+05 wall_t:87 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.61 +2026-01-07 14:49:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:747.80 total_reward_ma:743.48 loss:-0.02681 fps:1383 +frame:1.30e+05 wall_t:94 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.556 +2026-01-07 14:49:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:766.00 total_reward_ma:745.09 loss:-0.02272 fps:1373 +frame:1.40e+05 wall_t:102 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.561 +2026-01-07 14:49:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:701.80 total_reward_ma:742.21 loss:-0.02197 fps:1376 +frame:1.50e+05 wall_t:109 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.562 +2026-01-07 14:49:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:702.20 total_reward_ma:739.71 loss:-0.02558 fps:1391 +frame:1.60e+05 wall_t:115 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.617 +2026-01-07 14:49:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:679.00 total_reward_ma:736.13 loss:-0.02206 fps:1382 +frame:1.70e+05 wall_t:123 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.58 +2026-01-07 14:49:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:684.20 total_reward_ma:733.25 loss:-0.0263 fps:1395 +frame:1.80e+05 wall_t:129 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.56 +2026-01-07 14:49:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:679.60 total_reward_ma:730.43 loss:-0.02353 fps:1397 +frame:1.90e+05 wall_t:136 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.606 +2026-01-07 14:50:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:677.20 total_reward_ma:727.76 loss:-0.0281 fps:1389 +frame:2.00e+05 wall_t:144 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.581 +2026-01-07 14:50:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:681.60 total_reward_ma:725.57 loss:-0.0157 fps:1391 +frame:2.10e+05 wall_t:151 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.558 +2026-01-07 14:50:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:721.20 total_reward_ma:725.37 loss:-0.02848 fps:1392 +frame:2.20e+05 wall_t:158 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.599 +2026-01-07 14:50:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:822.60 total_reward_ma:729.60 loss:-0.02532 fps:1394 +frame:2.30e+05 wall_t:165 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.563 +2026-01-07 14:50:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:882.00 total_reward_ma:735.95 loss:-0.02409 fps:1395 +frame:2.40e+05 wall_t:172 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.569 +2026-01-07 14:50:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:960.00 total_reward_ma:744.91 loss:-0.02053 fps:1397 +frame:2.50e+05 wall_t:179 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.563 +2026-01-07 14:50:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:982.20 total_reward_ma:754.03 loss:-0.02758 fps:1405 +frame:2.60e+05 wall_t:185 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.554 +2026-01-07 14:50:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1030.20 total_reward_ma:764.26 loss:-0.02232 fps:1406 +frame:2.70e+05 wall_t:192 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.605 +2026-01-07 14:51:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1049.20 total_reward_ma:774.44 loss:-0.02599 fps:1407 +frame:2.80e+05 wall_t:199 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.573 +2026-01-07 14:51:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1061.80 total_reward_ma:784.35 loss:-0.01647 fps:1408 +frame:2.90e+05 wall_t:206 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.569 +2026-01-07 14:51:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1126.60 total_reward_ma:795.76 loss:-0.02205 fps:1408 +frame:3.00e+05 wall_t:213 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.549 +2026-01-07 14:51:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1156.20 total_reward_ma:807.38 loss:-0.02374 fps:1403 +frame:3.10e+05 wall_t:221 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.567 +2026-01-07 14:51:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1194.00 total_reward_ma:819.47 loss:-0.02294 fps:1404 +frame:3.20e+05 wall_t:228 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.523 +2026-01-07 14:51:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1218.60 total_reward_ma:831.56 loss:-0.02511 fps:1398 +frame:3.30e+05 wall_t:236 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.537 +2026-01-07 14:51:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1215.20 total_reward_ma:842.84 loss:-0.024 fps:1399 +frame:3.40e+05 wall_t:243 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.523 +2026-01-07 14:51:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1228.00 total_reward_ma:853.85 loss:-0.02459 fps:1400 +frame:3.50e+05 wall_t:250 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.532 +2026-01-07 14:52:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1257.40 total_reward_ma:865.06 loss:-0.01564 fps:1401 +frame:3.60e+05 wall_t:257 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.454 +2026-01-07 14:52:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1337.60 total_reward_ma:877.83 loss:-0.02136 fps:1402 +frame:3.70e+05 wall_t:264 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.498 +2026-01-07 14:52:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1442.00 total_reward_ma:892.68 loss:-0.01912 fps:1402 +frame:3.80e+05 wall_t:271 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.45 +2026-01-07 14:52:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1515.60 total_reward_ma:908.65 loss:-0.02695 fps:1398 +frame:3.90e+05 wall_t:279 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.484 +2026-01-07 14:52:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1563.00 total_reward_ma:925.01 loss:-0.02275 fps:1404 +frame:4.00e+05 wall_t:285 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.443 +2026-01-07 14:52:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1576.20 total_reward_ma:940.89 loss:-0.01953 fps:1404 +frame:4.10e+05 wall_t:292 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.424 +2026-01-07 14:52:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1563.40 total_reward_ma:955.71 loss:-0.02009 fps:1405 +frame:4.20e+05 wall_t:299 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.322 +2026-01-07 14:52:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1689.80 total_reward_ma:972.78 loss:-0.02667 fps:1405 +frame:4.30e+05 wall_t:306 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.352 +2026-01-07 14:52:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1746.40 total_reward_ma:990.37 loss:-0.01548 fps:1406 +frame:4.40e+05 wall_t:313 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.335 +2026-01-07 14:53:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1791.80 total_reward_ma:1008.18 loss:-0.01617 fps:1406 +frame:4.50e+05 wall_t:320 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.378 +2026-01-07 14:53:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1890.00 total_reward_ma:1027.35 loss:-0.01737 fps:1407 +frame:4.60e+05 wall_t:327 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.324 +2026-01-07 14:53:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:1931.60 total_reward_ma:1046.58 loss:-0.009227 fps:1407 +frame:4.70e+05 wall_t:334 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.24 +2026-01-07 14:53:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2050.90 total_reward_ma:1067.51 loss:-0.01191 fps:1404 +frame:4.80e+05 wall_t:342 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.255 +2026-01-07 14:53:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2222.90 total_reward_ma:1091.09 loss:-0.01626 fps:1408 +frame:4.90e+05 wall_t:348 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.299 +2026-01-07 14:53:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2352.10 total_reward_ma:1116.31 loss:-0.01682 fps:1404 +frame:5.00e+05 wall_t:356 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.295 +2026-01-07 14:53:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2438.50 total_reward_ma:1142.23 loss:-0.01982 fps:1401 +frame:5.10e+05 wall_t:364 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.308 +2026-01-07 14:53:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2499.70 total_reward_ma:1168.34 loss:-0.01529 fps:1402 +frame:5.20e+05 wall_t:371 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.207 +2026-01-07 14:54:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2629.10 total_reward_ma:1195.90 loss:-0.01396 fps:1402 +frame:5.30e+05 wall_t:378 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.218 +2026-01-07 14:54:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2667.30 total_reward_ma:1223.15 loss:-0.01417 fps:1403 +frame:5.40e+05 wall_t:385 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.203 +2026-01-07 14:54:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2762.50 total_reward_ma:1251.14 loss:-0.01731 fps:1403 +frame:5.50e+05 wall_t:392 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.083 +2026-01-07 14:54:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2822.80 total_reward_ma:1279.20 loss:-0.01506 fps:1400 +frame:5.60e+05 wall_t:400 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.116 +2026-01-07 14:54:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2817.20 total_reward_ma:1306.18 loss:-0.01351 fps:1400 +frame:5.70e+05 wall_t:407 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.111 +2026-01-07 14:54:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2888.60 total_reward_ma:1333.47 loss:-0.0132 fps:1401 +frame:5.80e+05 wall_t:414 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.051 +2026-01-07 14:54:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2934.40 total_reward_ma:1360.60 loss:0.004875 fps:1395 +frame:5.90e+05 wall_t:423 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.017 +2026-01-07 14:54:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2987.60 total_reward_ma:1387.72 loss:-0.01137 fps:1392 +frame:6.00e+05 wall_t:431 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.079 +2026-01-07 14:55:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3025.80 total_reward_ma:1414.57 loss:-0.013 fps:1390 +frame:6.10e+05 wall_t:439 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.063 +2026-01-07 14:55:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3039.20 total_reward_ma:1440.78 loss:-0.01292 fps:1393 +frame:6.20e+05 wall_t:445 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.005 +2026-01-07 14:55:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3051.00 total_reward_ma:1466.33 loss:-0.01173 fps:1391 +frame:6.30e+05 wall_t:453 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.077 +2026-01-07 14:55:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3068.40 total_reward_ma:1491.37 loss:-0.01645 fps:1391 +frame:6.40e+05 wall_t:460 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.087 +2026-01-07 14:55:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3057.80 total_reward_ma:1515.47 loss:-0.01638 fps:1392 +frame:6.50e+05 wall_t:467 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.036 +2026-01-07 14:55:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3100.80 total_reward_ma:1539.49 loss:-0.007892 fps:1389 +frame:6.60e+05 wall_t:475 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.9356 +2026-01-07 14:55:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3151.50 total_reward_ma:1563.55 loss:0.02338 fps:1390 +frame:6.70e+05 wall_t:482 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9979 +2026-01-07 14:55:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3109.90 total_reward_ma:1586.29 loss:-0.01573 fps:1391 +frame:6.80e+05 wall_t:489 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.8834 +2026-01-07 14:55:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3203.80 total_reward_ma:1609.73 loss:0.0001074 fps:1394 +frame:6.90e+05 wall_t:495 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.053 +2026-01-07 14:56:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3185.50 total_reward_ma:1632.24 loss:-0.01454 fps:1394 +frame:7.00e+05 wall_t:502 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.026 +2026-01-07 14:56:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3139.40 total_reward_ma:1653.47 loss:-0.007958 fps:1395 +frame:7.10e+05 wall_t:509 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9554 +2026-01-07 14:56:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3141.50 total_reward_ma:1674.13 loss:0.003548 fps:1393 +frame:7.20e+05 wall_t:517 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.07 +2026-01-07 14:56:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3047.10 total_reward_ma:1692.94 loss:-0.009685 fps:1393 +frame:7.30e+05 wall_t:524 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.02 +2026-01-07 14:56:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3005.60 total_reward_ma:1710.68 loss:-0.01271 fps:1394 +frame:7.40e+05 wall_t:531 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.9911 +2026-01-07 14:56:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2982.30 total_reward_ma:1727.64 loss:-0.0085 fps:1394 +frame:7.50e+05 wall_t:538 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.9628 +2026-01-07 14:56:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2980.10 total_reward_ma:1744.12 loss:-0.00541 fps:1394 +frame:7.60e+05 wall_t:545 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.11 +2026-01-07 14:56:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3064.90 total_reward_ma:1761.27 loss:-0.00732 fps:1395 +frame:7.70e+05 wall_t:552 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.005 +2026-01-07 14:57:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3095.30 total_reward_ma:1778.37 loss:-0.009316 fps:1395 +frame:7.80e+05 wall_t:559 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.019 +2026-01-07 14:57:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3145.20 total_reward_ma:1795.67 loss:-0.008123 fps:1396 +frame:7.90e+05 wall_t:566 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.9112 +2026-01-07 14:57:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3190.50 total_reward_ma:1813.11 loss:0.006735 fps:1394 +frame:8.00e+05 wall_t:574 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.022 +2026-01-07 14:57:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3140.80 total_reward_ma:1829.50 loss:0.009806 fps:1389 +frame:8.10e+05 wall_t:583 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.043 +2026-01-07 14:57:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3236.90 total_reward_ma:1846.66 loss:0.02527 fps:1387 +frame:8.20e+05 wall_t:591 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.01 +2026-01-07 14:57:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3211.10 total_reward_ma:1863.10 loss:0.004837 fps:1386 +frame:8.30e+05 wall_t:599 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.9731 +2026-01-07 14:57:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3221.50 total_reward_ma:1879.27 loss:-0.008497 fps:1386 +frame:8.40e+05 wall_t:606 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.036 +2026-01-07 14:57:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3256.60 total_reward_ma:1895.48 loss:-0.01673 fps:1387 +frame:8.50e+05 wall_t:613 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8914 +2026-01-07 14:58:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3252.60 total_reward_ma:1911.26 loss:-0.002884 fps:1387 +frame:8.60e+05 wall_t:620 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.039 +2026-01-07 14:58:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3248.90 total_reward_ma:1926.63 loss:-0.01484 fps:1385 +frame:8.70e+05 wall_t:628 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.9349 +2026-01-07 14:58:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3221.20 total_reward_ma:1941.34 loss:-0.01192 fps:1386 +frame:8.80e+05 wall_t:635 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.9992 +2026-01-07 14:58:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3231.80 total_reward_ma:1955.84 loss:-0.01001 fps:1386 +frame:8.90e+05 wall_t:642 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.013 +2026-01-07 14:58:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3218.90 total_reward_ma:1969.88 loss:-0.01116 fps:1387 +frame:9.00e+05 wall_t:649 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.015 +2026-01-07 14:58:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3205.80 total_reward_ma:1983.46 loss:-0.01339 fps:1385 +frame:9.10e+05 wall_t:657 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.9905 +2026-01-07 14:58:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3264.00 total_reward_ma:1997.38 loss:0.005668 fps:1386 +frame:9.20e+05 wall_t:664 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.03 +2026-01-07 14:58:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3226.40 total_reward_ma:2010.59 loss:0.0006388 fps:1386 +frame:9.30e+05 wall_t:671 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.9953 +2026-01-07 14:59:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3242.30 total_reward_ma:2023.70 loss:0.009198 fps:1386 +frame:9.40e+05 wall_t:678 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.006 +2026-01-07 14:59:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3215.20 total_reward_ma:2036.24 loss:-0.01516 fps:1387 +frame:9.50e+05 wall_t:685 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.008 +2026-01-07 14:59:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3111.30 total_reward_ma:2047.44 loss:-0.0124 fps:1385 +frame:9.60e+05 wall_t:693 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9761 +2026-01-07 14:59:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3042.60 total_reward_ma:2057.70 loss:0.002218 fps:1386 +frame:9.70e+05 wall_t:700 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.011 +2026-01-07 14:59:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:2998.00 total_reward_ma:2067.29 loss:0.001559 fps:1384 +frame:9.80e+05 wall_t:708 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.041 +2026-01-07 14:59:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3062.50 total_reward_ma:2077.34 loss:-0.007712 fps:1385 +frame:9.90e+05 wall_t:715 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.082 +2026-01-07 14:59:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3067.00 total_reward_ma:2087.24 loss:0.01021 fps:1385 +frame:1.00e+06 wall_t:722 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.9815 +2026-01-07 14:59:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3188.40 total_reward_ma:2111.93 loss:0.002429 fps:1385 +frame:1.01e+06 wall_t:729 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.051 +2026-01-07 14:59:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3154.30 total_reward_ma:2136.28 loss:0.00398 fps:1384 +frame:1.02e+06 wall_t:737 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.071 +2026-01-07 15:00:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3142.60 total_reward_ma:2160.69 loss:-0.01678 fps:1384 +frame:1.03e+06 wall_t:744 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.036 +2026-01-07 15:00:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3141.70 total_reward_ma:2185.25 loss:0.01016 fps:1383 +frame:1.04e+06 wall_t:752 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.115 +2026-01-07 15:00:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3149.50 total_reward_ma:2209.52 loss:0.02229 fps:1383 +frame:1.05e+06 wall_t:759 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.051 +2026-01-07 15:00:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3169.90 total_reward_ma:2233.88 loss:0.003077 fps:1384 +frame:1.06e+06 wall_t:766 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.088 +2026-01-07 15:00:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3179.40 total_reward_ma:2257.95 loss:-0.003249 fps:1382 +frame:1.07e+06 wall_t:774 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.055 +2026-01-07 15:00:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3141.20 total_reward_ma:2281.36 loss:-0.01049 fps:1383 +frame:1.08e+06 wall_t:781 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.9988 +2026-01-07 15:00:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3104.10 total_reward_ma:2304.39 loss:0.03272 fps:1381 +frame:1.09e+06 wall_t:789 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9976 +2026-01-07 15:00:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3119.70 total_reward_ma:2328.04 loss:-0.00295 fps:1382 +frame:1.10e+06 wall_t:796 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.005 +2026-01-07 15:01:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3109.10 total_reward_ma:2351.60 loss:0.009068 fps:1382 +frame:1.11e+06 wall_t:803 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.061 +2026-01-07 15:01:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3094.10 total_reward_ma:2375.01 loss:-0.0164 fps:1384 +frame:1.12e+06 wall_t:809 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.018 +2026-01-07 15:01:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3099.40 total_reward_ma:2398.52 loss:0.01271 fps:1385 +frame:1.13e+06 wall_t:816 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.033 +2026-01-07 15:01:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3126.50 total_reward_ma:2422.13 loss:0.006128 fps:1385 +frame:1.14e+06 wall_t:823 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.005 +2026-01-07 15:01:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3163.50 total_reward_ma:2446.74 loss:0.006899 fps:1386 +frame:1.15e+06 wall_t:830 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.044 +2026-01-07 15:01:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3215.20 total_reward_ma:2471.87 loss:-0.002725 fps:1384 +frame:1.16e+06 wall_t:838 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.073 +2026-01-07 15:01:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3210.10 total_reward_ma:2497.19 loss:0.0009859 fps:1385 +frame:1.17e+06 wall_t:845 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.131 +2026-01-07 15:01:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3221.30 total_reward_ma:2522.56 loss:0.03852 fps:1387 +frame:1.18e+06 wall_t:851 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.013 +2026-01-07 15:02:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3211.10 total_reward_ma:2547.87 loss:0.009808 fps:1385 +frame:1.19e+06 wall_t:859 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.049 +2026-01-07 15:02:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3217.20 total_reward_ma:2573.27 loss:0.009144 fps:1386 +frame:1.20e+06 wall_t:866 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.084 +2026-01-07 15:02:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3220.40 total_reward_ma:2598.66 loss:0.006682 fps:1386 +frame:1.21e+06 wall_t:873 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9824 +2026-01-07 15:02:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3270.90 total_reward_ma:2624.16 loss:-0.01828 fps:1386 +frame:1.22e+06 wall_t:880 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.9934 +2026-01-07 15:02:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3253.50 total_reward_ma:2648.47 loss:-0.006954 fps:1387 +frame:1.23e+06 wall_t:887 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.041 +2026-01-07 15:02:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3254.00 total_reward_ma:2672.19 loss:0.002038 fps:1387 +frame:1.24e+06 wall_t:894 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.051 +2026-01-07 15:02:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3257.80 total_reward_ma:2695.16 loss:-0.008423 fps:1386 +frame:1.25e+06 wall_t:902 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.12 +2026-01-07 15:02:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3190.70 total_reward_ma:2717.25 loss:0.01574 fps:1386 +frame:1.26e+06 wall_t:909 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.057 +2026-01-07 15:02:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3228.90 total_reward_ma:2739.24 loss:-0.0144 fps:1386 +frame:1.27e+06 wall_t:916 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.119 +2026-01-07 15:03:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3234.10 total_reward_ma:2761.08 loss:-0.0175 fps:1388 +frame:1.28e+06 wall_t:922 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.093 +2026-01-07 15:03:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3259.90 total_reward_ma:2783.06 loss:0.02682 fps:1389 +frame:1.29e+06 wall_t:929 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.015 +2026-01-07 15:03:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3283.40 total_reward_ma:2804.63 loss:-0.004728 fps:1389 +frame:1.30e+06 wall_t:936 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.087 +2026-01-07 15:03:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3290.10 total_reward_ma:2825.97 loss:-0.01564 fps:1389 +frame:1.31e+06 wall_t:943 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.162 +2026-01-07 15:03:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3273.60 total_reward_ma:2846.77 loss:-0.007736 fps:1389 +frame:1.32e+06 wall_t:950 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.138 +2026-01-07 15:03:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3242.30 total_reward_ma:2867.00 loss:-0.003927 fps:1390 +frame:1.33e+06 wall_t:957 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.138 +2026-01-07 15:03:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3217.20 total_reward_ma:2887.02 loss:0.009682 fps:1390 +frame:1.34e+06 wall_t:964 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.125 +2026-01-07 15:03:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3159.10 total_reward_ma:2906.34 loss:-0.01158 fps:1390 +frame:1.35e+06 wall_t:971 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.143 +2026-01-07 15:04:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3167.70 total_reward_ma:2925.44 loss:0.005995 fps:1391 +frame:1.36e+06 wall_t:978 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.088 +2026-01-07 15:04:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3206.90 total_reward_ma:2944.13 loss:0.009342 fps:1391 +frame:1.37e+06 wall_t:985 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.113 +2026-01-07 15:04:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3254.00 total_reward_ma:2962.25 loss:-0.01196 fps:1390 +frame:1.38e+06 wall_t:993 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.208 +2026-01-07 15:04:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3247.90 total_reward_ma:2979.57 loss:0.00271 fps:1391 +frame:1.39e+06 wall_t:999 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.044 +2026-01-07 15:04:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3298.60 total_reward_ma:2996.93 loss:-0.001994 fps:1392 +frame:1.40e+06 wall_t:1006 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.05 +2026-01-07 15:04:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3253.00 total_reward_ma:3013.70 loss:0.008782 fps:1392 +frame:1.41e+06 wall_t:1013 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.093 +2026-01-07 15:04:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3289.00 total_reward_ma:3030.96 loss:-0.01246 fps:1392 +frame:1.42e+06 wall_t:1020 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.176 +2026-01-07 15:04:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3418.20 total_reward_ma:3048.24 loss:0.006969 fps:1392 +frame:1.43e+06 wall_t:1027 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.178 +2026-01-07 15:04:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3429.70 total_reward_ma:3065.07 loss:0.01272 fps:1391 +frame:1.44e+06 wall_t:1035 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.11 +2026-01-07 15:05:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3403.10 total_reward_ma:3081.18 loss:0.02114 fps:1393 +frame:1.45e+06 wall_t:1041 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.176 +2026-01-07 15:05:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3318.50 total_reward_ma:3095.47 loss:-0.0004934 fps:1393 +frame:1.46e+06 wall_t:1048 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.095 +2026-01-07 15:05:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3354.30 total_reward_ma:3109.70 loss:-0.01142 fps:1393 +frame:1.47e+06 wall_t:1055 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.175 +2026-01-07 15:05:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3330.50 total_reward_ma:3122.49 loss:0.01068 fps:1394 +frame:1.48e+06 wall_t:1062 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.129 +2026-01-07 15:05:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3386.70 total_reward_ma:3134.13 loss:0.005678 fps:1394 +frame:1.49e+06 wall_t:1069 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.151 +2026-01-07 15:05:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3378.00 total_reward_ma:3144.39 loss:0.012 fps:1394 +frame:1.50e+06 wall_t:1076 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.173 +2026-01-07 15:05:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3416.70 total_reward_ma:3154.17 loss:0.005039 fps:1393 +frame:1.51e+06 wall_t:1084 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.101 +2026-01-07 15:05:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3412.10 total_reward_ma:3163.30 loss:0.01431 fps:1393 +frame:1.52e+06 wall_t:1091 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.192 +2026-01-07 15:06:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3446.70 total_reward_ma:3171.47 loss:0.004441 fps:1393 +frame:1.53e+06 wall_t:1098 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.086 +2026-01-07 15:06:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3506.20 total_reward_ma:3179.86 loss:-0.01013 fps:1395 +frame:1.54e+06 wall_t:1104 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.233 +2026-01-07 15:06:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3566.70 total_reward_ma:3187.90 loss:-0.005795 fps:1395 +frame:1.55e+06 wall_t:1111 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.183 +2026-01-07 15:06:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3623.70 total_reward_ma:3195.91 loss:0.02371 fps:1395 +frame:1.56e+06 wall_t:1118 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.106 +2026-01-07 15:06:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3654.70 total_reward_ma:3204.29 loss:0.02853 fps:1396 +frame:1.57e+06 wall_t:1125 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.088 +2026-01-07 15:06:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3652.60 total_reward_ma:3211.93 loss:0.0184 fps:1396 +frame:1.58e+06 wall_t:1132 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.167 +2026-01-07 15:06:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3647.00 total_reward_ma:3219.05 loss:0.01024 fps:1396 +frame:1.59e+06 wall_t:1139 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.142 +2026-01-07 15:06:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3612.00 total_reward_ma:3225.30 loss:0.007506 fps:1395 +frame:1.60e+06 wall_t:1147 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.165 +2026-01-07 15:06:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3496.00 total_reward_ma:3230.00 loss:0.009253 fps:1395 +frame:1.61e+06 wall_t:1154 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.249 +2026-01-07 15:07:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3513.10 total_reward_ma:3234.74 loss:0.007898 fps:1394 +frame:1.62e+06 wall_t:1162 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.226 +2026-01-07 15:07:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3460.30 total_reward_ma:3238.83 loss:0.00141 fps:1394 +frame:1.63e+06 wall_t:1169 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.151 +2026-01-07 15:07:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3494.40 total_reward_ma:3243.09 loss:0.02059 fps:1395 +frame:1.64e+06 wall_t:1176 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.153 +2026-01-07 15:07:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3472.20 total_reward_ma:3247.24 loss:0.03918 fps:1392 +frame:1.65e+06 wall_t:1185 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.044 +2026-01-07 15:07:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3509.20 total_reward_ma:3251.32 loss:0.02556 fps:1393 +frame:1.66e+06 wall_t:1192 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.145 +2026-01-07 15:07:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3484.60 total_reward_ma:3254.65 loss:-0.002779 fps:1393 +frame:1.67e+06 wall_t:1199 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.147 +2026-01-07 15:07:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3533.10 total_reward_ma:3258.88 loss:0.0009868 fps:1393 +frame:1.68e+06 wall_t:1206 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.213 +2026-01-07 15:07:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3500.00 total_reward_ma:3261.84 loss:0.02123 fps:1393 +frame:1.69e+06 wall_t:1213 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.176 +2026-01-07 15:08:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3499.60 total_reward_ma:3264.98 loss:0.06479 fps:1393 +frame:1.70e+06 wall_t:1220 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.172 +2026-01-07 15:08:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3443.60 total_reward_ma:3268.03 loss:0.01863 fps:1395 +frame:1.71e+06 wall_t:1226 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.22 +2026-01-07 15:08:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3389.80 total_reward_ma:3270.51 loss:0.002505 fps:1395 +frame:1.72e+06 wall_t:1233 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.219 +2026-01-07 15:08:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3502.80 total_reward_ma:3275.07 loss:0.03224 fps:1395 +frame:1.73e+06 wall_t:1240 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.109 +2026-01-07 15:08:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3586.60 total_reward_ma:3280.88 loss:0.01874 fps:1395 +frame:1.74e+06 wall_t:1247 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.112 +2026-01-07 15:08:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3579.30 total_reward_ma:3286.85 loss:0.01323 fps:1396 +frame:1.75e+06 wall_t:1254 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.122 +2026-01-07 15:08:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3541.60 total_reward_ma:3292.46 loss:0.008277 fps:1396 +frame:1.76e+06 wall_t:1261 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.218 +2026-01-07 15:08:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3498.70 total_reward_ma:3296.80 loss:-0.002751 fps:1396 +frame:1.77e+06 wall_t:1268 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.166 +2026-01-07 15:08:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3462.20 total_reward_ma:3300.47 loss:0.01786 fps:1396 +frame:1.78e+06 wall_t:1275 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.097 +2026-01-07 15:09:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3544.30 total_reward_ma:3304.46 loss:0.05011 fps:1396 +frame:1.79e+06 wall_t:1282 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.113 +2026-01-07 15:09:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3605.90 total_reward_ma:3308.61 loss:0.003997 fps:1398 +frame:1.80e+06 wall_t:1288 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.141 +2026-01-07 15:09:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3628.20 total_reward_ma:3313.49 loss:0.01075 fps:1397 +frame:1.81e+06 wall_t:1296 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.049 +2026-01-07 15:09:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3575.30 total_reward_ma:3316.87 loss:0.004182 fps:1397 +frame:1.82e+06 wall_t:1303 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.129 +2026-01-07 15:09:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3562.50 total_reward_ma:3320.39 loss:0.02872 fps:1397 +frame:1.83e+06 wall_t:1310 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.102 +2026-01-07 15:09:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3607.10 total_reward_ma:3324.24 loss:0.004508 fps:1397 +frame:1.84e+06 wall_t:1317 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.15 +2026-01-07 15:09:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3648.00 total_reward_ma:3328.16 loss:0.02933 fps:1397 +frame:1.85e+06 wall_t:1324 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.023 +2026-01-07 15:09:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3537.10 total_reward_ma:3331.00 loss:-0.003874 fps:1398 +frame:1.86e+06 wall_t:1330 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.105 +2026-01-07 15:10:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3571.00 total_reward_ma:3334.22 loss:0.02248 fps:1399 +frame:1.87e+06 wall_t:1337 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.168 +2026-01-07 15:10:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3575.60 total_reward_ma:3337.77 loss:0.01511 fps:1399 +frame:1.88e+06 wall_t:1344 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9864 +2026-01-07 15:10:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3583.80 total_reward_ma:3341.29 loss:0.02328 fps:1399 +frame:1.89e+06 wall_t:1351 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.126 +2026-01-07 15:10:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3635.90 total_reward_ma:3345.46 loss:0.02804 fps:1399 +frame:1.90e+06 wall_t:1358 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.087 +2026-01-07 15:10:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3586.40 total_reward_ma:3349.26 loss:0.02108 fps:1399 +frame:1.91e+06 wall_t:1365 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.032 +2026-01-07 15:10:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3578.00 total_reward_ma:3352.40 loss:0.001675 fps:1399 +frame:1.92e+06 wall_t:1372 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.133 +2026-01-07 15:10:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3511.70 total_reward_ma:3355.25 loss:0.002839 fps:1400 +frame:1.93e+06 wall_t:1379 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.9911 +2026-01-07 15:10:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3546.80 total_reward_ma:3358.30 loss:0.02039 fps:1398 +frame:1.94e+06 wall_t:1388 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.02 +2026-01-07 15:10:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3484.40 total_reward_ma:3360.99 loss:0.007007 fps:1398 +frame:1.95e+06 wall_t:1395 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.061 +2026-01-07 15:11:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3553.00 total_reward_ma:3365.41 loss:0.03525 fps:1398 +frame:1.96e+06 wall_t:1402 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.072 +2026-01-07 15:11:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3543.40 total_reward_ma:3370.42 loss:0.01321 fps:1398 +frame:1.97e+06 wall_t:1409 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.068 +2026-01-07 15:11:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3573.00 total_reward_ma:3376.17 loss:0.02501 fps:1398 +frame:1.98e+06 wall_t:1416 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.9267 +2026-01-07 15:11:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3674.30 total_reward_ma:3382.29 loss:0.0009422 fps:1398 +frame:1.99e+06 wall_t:1423 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.149 +2026-01-07 15:11:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3687.90 total_reward_ma:3388.49 loss:0.002727 fps:1399 +frame:2.00e+06 wall_t:1430 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.06 +2026-01-07 15:11:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3795.60 total_reward_ma:3394.57 loss:0.005181 fps:1399 +frame:2.01e+06 wall_t:1437 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.023 +2026-01-07 15:11:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3757.30 total_reward_ma:3400.60 loss:-0.001248 fps:1399 +frame:2.02e+06 wall_t:1444 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.196 +2026-01-07 15:11:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3754.60 total_reward_ma:3406.72 loss:0.01171 fps:1399 +frame:2.03e+06 wall_t:1451 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.148 +2026-01-07 15:12:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3857.80 total_reward_ma:3413.88 loss:0.006994 fps:1399 +frame:2.04e+06 wall_t:1458 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.171 +2026-01-07 15:12:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3922.90 total_reward_ma:3421.61 loss:0.006623 fps:1400 +frame:2.05e+06 wall_t:1464 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.142 +2026-01-07 15:12:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3993.40 total_reward_ma:3429.85 loss:0.01325 fps:1400 +frame:2.06e+06 wall_t:1471 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.163 +2026-01-07 15:12:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4020.60 total_reward_ma:3438.26 loss:0.01463 fps:1401 +frame:2.07e+06 wall_t:1478 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.137 +2026-01-07 15:12:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3953.30 total_reward_ma:3446.38 loss:0.01693 fps:1401 +frame:2.08e+06 wall_t:1485 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.087 +2026-01-07 15:12:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3909.20 total_reward_ma:3454.43 loss:-0.01326 fps:1401 +frame:2.09e+06 wall_t:1492 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.044 +2026-01-07 15:12:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3876.70 total_reward_ma:3462.00 loss:0.01321 fps:1400 +frame:2.10e+06 wall_t:1500 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.063 +2026-01-07 15:12:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3840.10 total_reward_ma:3469.31 loss:-4.448e-05 fps:1400 +frame:2.11e+06 wall_t:1507 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.189 +2026-01-07 15:12:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3873.50 total_reward_ma:3477.10 loss:0.00851 fps:1400 +frame:2.12e+06 wall_t:1514 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.072 +2026-01-07 15:13:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3826.60 total_reward_ma:3484.38 loss:0.01898 fps:1399 +frame:2.13e+06 wall_t:1522 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.01 +2026-01-07 15:13:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3765.80 total_reward_ma:3490.77 loss:-0.0161 fps:1401 +frame:2.14e+06 wall_t:1528 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.139 +2026-01-07 15:13:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3801.90 total_reward_ma:3497.15 loss:0.006397 fps:1400 +frame:2.15e+06 wall_t:1536 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.011 +2026-01-07 15:13:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3734.70 total_reward_ma:3502.35 loss:0.0061 fps:1400 +frame:2.16e+06 wall_t:1543 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.05 +2026-01-07 15:13:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3670.30 total_reward_ma:3506.95 loss:0.02659 fps:1400 +frame:2.17e+06 wall_t:1550 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.124 +2026-01-07 15:13:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3721.60 total_reward_ma:3511.95 loss:0.01038 fps:1399 +frame:2.18e+06 wall_t:1558 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.9802 +2026-01-07 15:13:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3696.40 total_reward_ma:3516.81 loss:0.001714 fps:1399 +frame:2.19e+06 wall_t:1565 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.112 +2026-01-07 15:13:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3700.70 total_reward_ma:3521.64 loss:0.02331 fps:1399 +frame:2.20e+06 wall_t:1572 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.004 +2026-01-07 15:14:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3707.70 total_reward_ma:3526.51 loss:0.01852 fps:1400 +frame:2.21e+06 wall_t:1579 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.9767 +2026-01-07 15:14:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3651.20 total_reward_ma:3530.32 loss:0.02333 fps:1401 +frame:2.22e+06 wall_t:1585 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.016 +2026-01-07 15:14:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3650.30 total_reward_ma:3534.28 loss:0.02727 fps:1400 +frame:2.23e+06 wall_t:1593 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.116 +2026-01-07 15:14:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3778.30 total_reward_ma:3539.53 loss:0.03586 fps:1400 +frame:2.24e+06 wall_t:1600 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9885 +2026-01-07 15:14:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3858.10 total_reward_ma:3545.53 loss:0.01887 fps:1399 +frame:2.25e+06 wall_t:1608 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.035 +2026-01-07 15:14:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3924.50 total_reward_ma:3552.87 loss:0.03388 fps:1399 +frame:2.26e+06 wall_t:1615 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.012 +2026-01-07 15:14:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3921.40 total_reward_ma:3559.79 loss:-0.000238 fps:1399 +frame:2.27e+06 wall_t:1623 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.107 +2026-01-07 15:14:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3814.40 total_reward_ma:3565.60 loss:0.01428 fps:1398 +frame:2.28e+06 wall_t:1631 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.083 +2026-01-07 15:15:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3797.60 total_reward_ma:3570.97 loss:0.01772 fps:1398 +frame:2.29e+06 wall_t:1638 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.027 +2026-01-07 15:15:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3862.10 total_reward_ma:3576.76 loss:0.02091 fps:1397 +frame:2.30e+06 wall_t:1646 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9745 +2026-01-07 15:15:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3901.20 total_reward_ma:3582.87 loss:0.009326 fps:1397 +frame:2.31e+06 wall_t:1653 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.031 +2026-01-07 15:15:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3900.10 total_reward_ma:3589.14 loss:0.01395 fps:1397 +frame:2.32e+06 wall_t:1661 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.9939 +2026-01-07 15:15:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3970.10 total_reward_ma:3596.41 loss:0.004573 fps:1397 +frame:2.33e+06 wall_t:1668 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.036 +2026-01-07 15:15:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3971.10 total_reward_ma:3603.95 loss:0.01532 fps:1397 +frame:2.34e+06 wall_t:1675 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9407 +2026-01-07 15:15:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3961.30 total_reward_ma:3611.98 loss:0.0159 fps:1397 +frame:2.35e+06 wall_t:1682 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8978 +2026-01-07 15:15:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3999.40 total_reward_ma:3620.29 loss:0.01406 fps:1397 +frame:2.36e+06 wall_t:1689 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9699 +2026-01-07 15:15:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3954.40 total_reward_ma:3627.77 loss:0.02668 fps:1397 +frame:2.37e+06 wall_t:1696 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.017 +2026-01-07 15:16:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3934.40 total_reward_ma:3634.57 loss:0.01223 fps:1397 +frame:2.38e+06 wall_t:1704 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.902 +2026-01-07 15:16:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3892.90 total_reward_ma:3641.02 loss:0.001508 fps:1398 +frame:2.39e+06 wall_t:1710 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.063 +2026-01-07 15:16:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3862.80 total_reward_ma:3646.66 loss:0.02403 fps:1398 +frame:2.40e+06 wall_t:1717 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.014 +2026-01-07 15:16:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3903.70 total_reward_ma:3653.17 loss:0.01032 fps:1397 +frame:2.41e+06 wall_t:1725 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9935 +2026-01-07 15:16:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3938.10 total_reward_ma:3659.66 loss:-0.0004337 fps:1397 +frame:2.42e+06 wall_t:1732 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.064 +2026-01-07 15:16:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3888.20 total_reward_ma:3664.36 loss:0.008734 fps:1397 +frame:2.43e+06 wall_t:1739 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9477 +2026-01-07 15:16:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3892.90 total_reward_ma:3668.99 loss:0.006429 fps:1397 +frame:2.44e+06 wall_t:1746 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.992 +2026-01-07 15:16:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3893.30 total_reward_ma:3673.90 loss:0.01523 fps:1398 +frame:2.45e+06 wall_t:1753 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9056 +2026-01-07 15:17:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3861.50 total_reward_ma:3679.33 loss:0.03915 fps:1398 +frame:2.46e+06 wall_t:1760 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9394 +2026-01-07 15:17:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3895.40 total_reward_ma:3684.74 loss:0.004678 fps:1398 +frame:2.47e+06 wall_t:1767 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9566 +2026-01-07 15:17:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3933.90 total_reward_ma:3690.77 loss:0.02249 fps:1398 +frame:2.48e+06 wall_t:1774 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.9497 +2026-01-07 15:17:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3873.00 total_reward_ma:3695.63 loss:0.02307 fps:1398 +frame:2.49e+06 wall_t:1781 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.8351 +2026-01-07 15:17:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3840.90 total_reward_ma:3700.26 loss:0.01918 fps:1398 +frame:2.50e+06 wall_t:1788 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.022 +2026-01-07 15:17:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3765.90 total_reward_ma:3703.76 loss:0.008052 fps:1399 +frame:2.51e+06 wall_t:1794 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9656 +2026-01-07 15:17:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3861.80 total_reward_ma:3708.25 loss:-0.001817 fps:1401 +frame:2.52e+06 wall_t:1799 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9126 +2026-01-07 15:17:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3848.40 total_reward_ma:3712.27 loss:0.006784 fps:1402 +frame:2.53e+06 wall_t:1804 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.984 +2026-01-07 15:17:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3957.10 total_reward_ma:3716.78 loss:0.01729 fps:1404 +frame:2.54e+06 wall_t:1809 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.023 +2026-01-07 15:17:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3943.20 total_reward_ma:3720.54 loss:0.001722 fps:1406 +frame:2.55e+06 wall_t:1814 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9506 +2026-01-07 15:18:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3999.40 total_reward_ma:3724.30 loss:0.02447 fps:1407 +frame:2.56e+06 wall_t:1819 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9294 +2026-01-07 15:18:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3966.70 total_reward_ma:3727.42 loss:0.002002 fps:1409 +frame:2.57e+06 wall_t:1824 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9431 +2026-01-07 15:18:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3966.90 total_reward_ma:3730.56 loss:-0.004601 fps:1411 +frame:2.58e+06 wall_t:1829 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9211 +2026-01-07 15:18:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3974.50 total_reward_ma:3733.84 loss:0.002701 fps:1412 +frame:2.59e+06 wall_t:1834 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9785 +2026-01-07 15:18:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4076.50 total_reward_ma:3738.48 loss:-0.007651 fps:1414 +frame:2.60e+06 wall_t:1839 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9766 +2026-01-07 15:18:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4099.80 total_reward_ma:3744.52 loss:0.009261 fps:1415 +frame:2.61e+06 wall_t:1844 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8742 +2026-01-07 15:18:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4081.30 total_reward_ma:3750.20 loss:0.007314 fps:1417 +frame:2.62e+06 wall_t:1849 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9965 +2026-01-07 15:18:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3979.40 total_reward_ma:3755.39 loss:0.01122 fps:1419 +frame:2.63e+06 wall_t:1854 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.8651 +2026-01-07 15:18:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3931.60 total_reward_ma:3759.77 loss:0.01914 fps:1420 +frame:2.64e+06 wall_t:1859 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.7501 +2026-01-07 15:18:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3820.80 total_reward_ma:3763.25 loss:-0.004484 fps:1422 +frame:2.65e+06 wall_t:1864 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9847 +2026-01-07 15:18:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3901.40 total_reward_ma:3767.17 loss:0.007664 fps:1422 +frame:2.66e+06 wall_t:1870 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8662 +2026-01-07 15:18:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3929.90 total_reward_ma:3771.63 loss:0.004753 fps:1424 +frame:2.67e+06 wall_t:1875 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9626 +2026-01-07 15:19:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4041.60 total_reward_ma:3776.71 loss:0.007867 fps:1426 +frame:2.68e+06 wall_t:1880 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9018 +2026-01-07 15:19:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4055.40 total_reward_ma:3782.27 loss:-0.0007129 fps:1427 +frame:2.69e+06 wall_t:1885 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9344 +2026-01-07 15:19:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4018.60 total_reward_ma:3787.46 loss:-0.001036 fps:1429 +frame:2.70e+06 wall_t:1890 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8871 +2026-01-07 15:19:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3957.10 total_reward_ma:3792.59 loss:0.01002 fps:1430 +frame:2.71e+06 wall_t:1895 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8492 +2026-01-07 15:19:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3995.80 total_reward_ma:3798.65 loss:-0.001718 fps:1432 +frame:2.72e+06 wall_t:1900 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9129 +2026-01-07 15:19:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3971.10 total_reward_ma:3803.33 loss:0.005701 fps:1433 +frame:2.73e+06 wall_t:1905 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8696 +2026-01-07 15:19:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3943.20 total_reward_ma:3806.90 loss:0.01372 fps:1435 +frame:2.74e+06 wall_t:1910 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8651 +2026-01-07 15:19:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3888.90 total_reward_ma:3810.00 loss:0.01686 fps:1435 +frame:2.75e+06 wall_t:1916 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8663 +2026-01-07 15:19:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4010.30 total_reward_ma:3814.68 loss:-0.000155 fps:1437 +frame:2.76e+06 wall_t:1921 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9058 +2026-01-07 15:19:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4108.10 total_reward_ma:3820.78 loss:0.01101 fps:1437 +frame:2.77e+06 wall_t:1927 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8408 +2026-01-07 15:19:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4112.10 total_reward_ma:3827.28 loss:0.01132 fps:1439 +frame:2.78e+06 wall_t:1932 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.7111 +2026-01-07 15:20:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4071.80 total_reward_ma:3832.55 loss:0.0211 fps:1440 +frame:2.79e+06 wall_t:1937 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.7145 +2026-01-07 15:20:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4099.50 total_reward_ma:3837.49 loss:-0.001577 fps:1442 +frame:2.80e+06 wall_t:1942 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.812 +2026-01-07 15:20:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4141.10 total_reward_ma:3842.62 loss:-0.008502 fps:1443 +frame:2.81e+06 wall_t:1948 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8657 +2026-01-07 15:20:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4142.30 total_reward_ma:3848.29 loss:-0.006214 fps:1444 +frame:2.82e+06 wall_t:1953 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.9337 +2026-01-07 15:20:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4085.20 total_reward_ma:3853.51 loss:0.007754 fps:1445 +frame:2.83e+06 wall_t:1959 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.809 +2026-01-07 15:20:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4071.10 total_reward_ma:3858.15 loss:-0.003736 fps:1446 +frame:2.84e+06 wall_t:1964 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.7581 +2026-01-07 15:20:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4025.80 total_reward_ma:3861.93 loss:0.007307 fps:1447 +frame:2.85e+06 wall_t:1969 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.8829 +2026-01-07 15:20:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3954.40 total_reward_ma:3866.10 loss:0.005644 fps:1448 +frame:2.86e+06 wall_t:1975 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.7853 +2026-01-07 15:20:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4038.90 total_reward_ma:3870.78 loss:0.01269 fps:1449 +frame:2.87e+06 wall_t:1980 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.821 +2026-01-07 15:20:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4094.60 total_reward_ma:3875.97 loss:0.01845 fps:1451 +frame:2.88e+06 wall_t:1985 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.8305 +2026-01-07 15:20:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.50 total_reward_ma:3882.11 loss:0.00759 fps:1452 +frame:2.89e+06 wall_t:1991 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.758 +2026-01-07 15:20:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4125.00 total_reward_ma:3887.00 loss:0.01078 fps:1453 +frame:2.90e+06 wall_t:1996 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8291 +2026-01-07 15:21:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4117.30 total_reward_ma:3892.31 loss:0.00182 fps:1454 +frame:2.91e+06 wall_t:2001 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.7499 +2026-01-07 15:21:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3993.60 total_reward_ma:3896.47 loss:0.004006 fps:1454 +frame:2.92e+06 wall_t:2008 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8511 +2026-01-07 15:21:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4048.40 total_reward_ma:3901.83 loss:0.02561 fps:1455 +frame:2.93e+06 wall_t:2014 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.7389 +2026-01-07 15:21:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4089.20 total_reward_ma:3907.26 loss:-0.006832 fps:1456 +frame:2.94e+06 wall_t:2019 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.8298 +2026-01-07 15:21:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4234.90 total_reward_ma:3914.76 loss:0.001703 fps:1457 +frame:2.95e+06 wall_t:2025 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.8019 +2026-01-07 15:21:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.60 total_reward_ma:3920.91 loss:0.00777 fps:1457 +frame:2.96e+06 wall_t:2031 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.7578 +2026-01-07 15:21:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.20 total_reward_ma:3927.09 loss:0.008508 fps:1458 +frame:2.97e+06 wall_t:2037 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8754 +2026-01-07 15:21:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4066.80 total_reward_ma:3932.02 loss:-0.003395 fps:1459 +frame:2.98e+06 wall_t:2043 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.7705 +2026-01-07 15:21:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4089.00 total_reward_ma:3936.17 loss:0.004954 fps:1460 +frame:2.99e+06 wall_t:2048 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.7903 +2026-01-07 15:21:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4028.40 total_reward_ma:3939.58 loss:0.01379 fps:1461 +frame:3.00e+06 wall_t:2054 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8692 +2026-01-07 15:22:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4028.40 total_reward_ma:3941.90 loss:0.01016 fps:1461 +frame:3.01e+06 wall_t:2060 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8755 +2026-01-07 15:22:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3942.00 total_reward_ma:3943.75 loss:0.004454 fps:1462 +frame:3.02e+06 wall_t:2065 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9142 +2026-01-07 15:22:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3900.90 total_reward_ma:3945.21 loss:0.0386 fps:1463 +frame:3.03e+06 wall_t:2071 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.778 +2026-01-07 15:22:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:3905.50 total_reward_ma:3945.69 loss:0.007759 fps:1464 +frame:3.04e+06 wall_t:2076 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.8561 +2026-01-07 15:22:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4019.10 total_reward_ma:3946.65 loss:-0.0004441 fps:1466 +frame:3.05e+06 wall_t:2081 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.7985 +2026-01-07 15:22:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4055.30 total_reward_ma:3947.27 loss:0.0186 fps:1467 +frame:3.06e+06 wall_t:2086 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.8786 +2026-01-07 15:22:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4097.40 total_reward_ma:3948.04 loss:-0.005449 fps:1467 +frame:3.07e+06 wall_t:2092 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8909 +2026-01-07 15:22:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4057.10 total_reward_ma:3949.08 loss:-0.004768 fps:1469 +frame:3.08e+06 wall_t:2096 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.7818 +2026-01-07 15:22:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4073.90 total_reward_ma:3950.73 loss:0.02401 fps:1470 +frame:3.09e+06 wall_t:2102 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8005 +2026-01-07 15:22:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4056.90 total_reward_ma:3952.53 loss:4.758e-05 fps:1471 +frame:3.10e+06 wall_t:2107 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8252 +2026-01-07 15:22:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4035.10 total_reward_ma:3954.48 loss:0.01288 fps:1472 +frame:3.11e+06 wall_t:2113 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6965 +2026-01-07 15:23:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4054.20 total_reward_ma:3956.28 loss:-0.004032 fps:1473 +frame:3.12e+06 wall_t:2118 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8353 +2026-01-07 15:23:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4079.30 total_reward_ma:3958.81 loss:0.01893 fps:1474 +frame:3.13e+06 wall_t:2124 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.7946 +2026-01-07 15:23:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4080.20 total_reward_ma:3961.95 loss:0.007518 fps:1475 +frame:3.14e+06 wall_t:2129 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.7106 +2026-01-07 15:23:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4085.30 total_reward_ma:3964.79 loss:0.00563 fps:1476 +frame:3.15e+06 wall_t:2134 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.7878 +2026-01-07 15:23:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4044.50 total_reward_ma:3967.89 loss:-0.006784 fps:1477 +frame:3.16e+06 wall_t:2139 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8769 +2026-01-07 15:23:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4152.20 total_reward_ma:3972.71 loss:-0.0009987 fps:1479 +frame:3.17e+06 wall_t:2144 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8322 +2026-01-07 15:23:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4111.60 total_reward_ma:3976.61 loss:0.007744 fps:1480 +frame:3.18e+06 wall_t:2149 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.6899 +2026-01-07 15:23:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4145.20 total_reward_ma:3981.09 loss:-0.001094 fps:1481 +frame:3.19e+06 wall_t:2154 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.7188 +2026-01-07 15:23:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4103.70 total_reward_ma:3985.12 loss:0.002257 fps:1482 +frame:3.20e+06 wall_t:2159 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8055 +2026-01-07 15:23:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.00 total_reward_ma:3989.64 loss:0.01083 fps:1483 +frame:3.21e+06 wall_t:2165 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.753 +2026-01-07 15:23:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4153.80 total_reward_ma:3994.66 loss:-0.004011 fps:1484 +frame:3.22e+06 wall_t:2170 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.8472 +2026-01-07 15:23:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4226.70 total_reward_ma:4000.43 loss:-0.0005966 fps:1485 +frame:3.23e+06 wall_t:2175 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.7933 +2026-01-07 15:24:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4239.50 total_reward_ma:4005.04 loss:0.01345 fps:1486 +frame:3.24e+06 wall_t:2180 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8139 +2026-01-07 15:24:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4213.70 total_reward_ma:4008.59 loss:-0.0009222 fps:1487 +frame:3.25e+06 wall_t:2185 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8249 +2026-01-07 15:24:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4130.70 total_reward_ma:4010.66 loss:0.006525 fps:1487 +frame:3.26e+06 wall_t:2192 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.7579 +2026-01-07 15:24:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4039.10 total_reward_ma:4011.83 loss:0.01423 fps:1488 +frame:3.27e+06 wall_t:2198 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8728 +2026-01-07 15:24:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4069.60 total_reward_ma:4014.39 loss:0.01116 fps:1489 +frame:3.28e+06 wall_t:2203 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8259 +2026-01-07 15:24:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4039.90 total_reward_ma:4016.81 loss:0.01077 fps:1489 +frame:3.29e+06 wall_t:2209 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.9254 +2026-01-07 15:24:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4109.90 total_reward_ma:4019.29 loss:-0.003342 fps:1491 +frame:3.30e+06 wall_t:2214 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8202 +2026-01-07 15:24:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4187.90 total_reward_ma:4022.15 loss:0.01177 fps:1491 +frame:3.31e+06 wall_t:2220 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.7548 +2026-01-07 15:24:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4132.60 total_reward_ma:4024.48 loss:0.005263 fps:1492 +frame:3.32e+06 wall_t:2225 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8553 +2026-01-07 15:24:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4116.00 total_reward_ma:4025.94 loss:-0.006882 fps:1493 +frame:3.33e+06 wall_t:2230 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.8332 +2026-01-07 15:24:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4100.10 total_reward_ma:4027.23 loss:0.00317 fps:1494 +frame:3.34e+06 wall_t:2236 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8706 +2026-01-07 15:25:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4136.60 total_reward_ma:4028.98 loss:0.008417 fps:1494 +frame:3.35e+06 wall_t:2242 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8456 +2026-01-07 15:25:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4140.60 total_reward_ma:4030.39 loss:0.008989 fps:1495 +frame:3.36e+06 wall_t:2248 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.6894 +2026-01-07 15:25:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.90 total_reward_ma:4032.37 loss:-0.003718 fps:1495 +frame:3.37e+06 wall_t:2254 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.8218 +2026-01-07 15:25:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.60 total_reward_ma:4034.62 loss:-0.006189 fps:1496 +frame:3.38e+06 wall_t:2259 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8303 +2026-01-07 15:25:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4116.70 total_reward_ma:4036.86 loss:-0.002335 fps:1497 +frame:3.39e+06 wall_t:2265 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8615 +2026-01-07 15:25:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4094.50 total_reward_ma:4039.18 loss:-0.002776 fps:1497 +frame:3.40e+06 wall_t:2271 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8174 +2026-01-07 15:25:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4103.40 total_reward_ma:4041.17 loss:0.004055 fps:1498 +frame:3.41e+06 wall_t:2277 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.793 +2026-01-07 15:25:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4047.40 total_reward_ma:4042.26 loss:0.002187 fps:1499 +frame:3.42e+06 wall_t:2282 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.9457 +2026-01-07 15:25:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4116.20 total_reward_ma:4044.54 loss:0.003261 fps:1500 +frame:3.43e+06 wall_t:2287 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.8013 +2026-01-07 15:25:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4138.40 total_reward_ma:4047.00 loss:-0.003294 fps:1500 +frame:3.44e+06 wall_t:2293 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.7829 +2026-01-07 15:26:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4257.10 total_reward_ma:4050.64 loss:0.01285 fps:1501 +frame:3.45e+06 wall_t:2298 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.7424 +2026-01-07 15:26:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4196.90 total_reward_ma:4053.99 loss:0.01374 fps:1502 +frame:3.46e+06 wall_t:2303 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.8747 +2026-01-07 15:26:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.50 total_reward_ma:4056.74 loss:-0.001845 fps:1503 +frame:3.47e+06 wall_t:2308 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.7617 +2026-01-07 15:26:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.50 total_reward_ma:4059.21 loss:-0.005963 fps:1505 +frame:3.48e+06 wall_t:2313 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.7883 +2026-01-07 15:26:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4252.90 total_reward_ma:4063.01 loss:0.003347 fps:1506 +frame:3.49e+06 wall_t:2318 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.755 +2026-01-07 15:26:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4233.50 total_reward_ma:4066.93 loss:0.004172 fps:1507 +frame:3.50e+06 wall_t:2323 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.7606 +2026-01-07 15:26:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4257.50 total_reward_ma:4071.85 loss:0.003565 fps:1508 +frame:3.51e+06 wall_t:2328 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.8432 +2026-01-07 15:26:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.90 total_reward_ma:4074.83 loss:0.01291 fps:1509 +frame:3.52e+06 wall_t:2333 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.839 +2026-01-07 15:26:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.50 total_reward_ma:4078.15 loss:0.007237 fps:1509 +frame:3.53e+06 wall_t:2339 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.7446 +2026-01-07 15:26:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4113.60 total_reward_ma:4079.72 loss:0.01508 fps:1510 +frame:3.54e+06 wall_t:2344 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.8652 +2026-01-07 15:26:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4120.70 total_reward_ma:4081.49 loss:-0.01373 fps:1511 +frame:3.55e+06 wall_t:2349 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.9297 +2026-01-07 15:26:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4113.60 total_reward_ma:4082.63 loss:-0.0009003 fps:1512 +frame:3.56e+06 wall_t:2354 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.8411 +2026-01-07 15:27:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.80 total_reward_ma:4084.54 loss:0.004093 fps:1513 +frame:3.57e+06 wall_t:2359 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8736 +2026-01-07 15:27:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4182.90 total_reward_ma:4086.71 loss:-0.006078 fps:1514 +frame:3.58e+06 wall_t:2364 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.9016 +2026-01-07 15:27:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4137.60 total_reward_ma:4088.34 loss:-0.005008 fps:1515 +frame:3.59e+06 wall_t:2369 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.8423 +2026-01-07 15:27:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4164.90 total_reward_ma:4089.22 loss:0.005353 fps:1516 +frame:3.60e+06 wall_t:2374 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8108 +2026-01-07 15:27:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.30 total_reward_ma:4090.17 loss:0.006673 fps:1517 +frame:3.61e+06 wall_t:2380 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.8507 +2026-01-07 15:27:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4206.30 total_reward_ma:4091.42 loss:-0.001302 fps:1518 +frame:3.62e+06 wall_t:2385 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.7803 +2026-01-07 15:27:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4206.40 total_reward_ma:4093.69 loss:-0.005333 fps:1519 +frame:3.63e+06 wall_t:2390 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8105 +2026-01-07 15:27:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4223.70 total_reward_ma:4096.61 loss:-0.006004 fps:1520 +frame:3.64e+06 wall_t:2395 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.7554 +2026-01-07 15:27:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4285.90 total_reward_ma:4101.26 loss:-0.0001584 fps:1521 +frame:3.65e+06 wall_t:2400 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.7936 +2026-01-07 15:27:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4278.50 total_reward_ma:4105.03 loss:-0.008228 fps:1522 +frame:3.66e+06 wall_t:2405 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.8191 +2026-01-07 15:27:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4260.00 total_reward_ma:4108.33 loss:-0.001433 fps:1523 +frame:3.67e+06 wall_t:2410 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8801 +2026-01-07 15:27:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4288.00 total_reward_ma:4110.79 loss:0.006258 fps:1524 +frame:3.68e+06 wall_t:2415 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.7161 +2026-01-07 15:28:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4258.90 total_reward_ma:4112.83 loss:0.004022 fps:1525 +frame:3.69e+06 wall_t:2420 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8453 +2026-01-07 15:28:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.20 total_reward_ma:4114.83 loss:-0.001392 fps:1525 +frame:3.70e+06 wall_t:2426 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.7414 +2026-01-07 15:28:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.00 total_reward_ma:4116.93 loss:0.004819 fps:1526 +frame:3.71e+06 wall_t:2431 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.766 +2026-01-07 15:28:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4217.40 total_reward_ma:4119.15 loss:-0.001204 fps:1527 +frame:3.72e+06 wall_t:2436 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.9259 +2026-01-07 15:28:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4172.30 total_reward_ma:4121.16 loss:-0.0137 fps:1528 +frame:3.73e+06 wall_t:2441 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8423 +2026-01-07 15:28:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.60 total_reward_ma:4123.88 loss:-0.000258 fps:1528 +frame:3.74e+06 wall_t:2447 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.758 +2026-01-07 15:28:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4135.50 total_reward_ma:4126.35 loss:0.009178 fps:1529 +frame:3.75e+06 wall_t:2452 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8045 +2026-01-07 15:28:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.60 total_reward_ma:4127.95 loss:0.01488 fps:1530 +frame:3.76e+06 wall_t:2457 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7757 +2026-01-07 15:28:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4125.80 total_reward_ma:4128.13 loss:-0.009547 fps:1531 +frame:3.77e+06 wall_t:2463 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.9107 +2026-01-07 15:28:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4139.20 total_reward_ma:4128.40 loss:-0.001187 fps:1531 +frame:3.78e+06 wall_t:2469 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.8553 +2026-01-07 15:28:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4123.90 total_reward_ma:4128.92 loss:-0.008412 fps:1532 +frame:3.79e+06 wall_t:2474 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8485 +2026-01-07 15:29:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.60 total_reward_ma:4129.83 loss:-0.004443 fps:1532 +frame:3.80e+06 wall_t:2480 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.807 +2026-01-07 15:29:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4227.00 total_reward_ma:4130.69 loss:-0.004175 fps:1533 +frame:3.81e+06 wall_t:2485 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.8125 +2026-01-07 15:29:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.70 total_reward_ma:4131.66 loss:0.0008375 fps:1534 +frame:3.82e+06 wall_t:2490 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.8231 +2026-01-07 15:29:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.20 total_reward_ma:4132.75 loss:0.008336 fps:1535 +frame:3.83e+06 wall_t:2495 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8502 +2026-01-07 15:29:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4136.90 total_reward_ma:4133.40 loss:-0.001973 fps:1536 +frame:3.84e+06 wall_t:2500 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8308 +2026-01-07 15:29:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4116.60 total_reward_ma:4134.31 loss:-0.003149 fps:1537 +frame:3.85e+06 wall_t:2505 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.7797 +2026-01-07 15:29:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4093.30 total_reward_ma:4135.70 loss:-0.001862 fps:1538 +frame:3.86e+06 wall_t:2510 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.7985 +2026-01-07 15:29:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4152.40 total_reward_ma:4136.84 loss:0.006229 fps:1538 +frame:3.87e+06 wall_t:2516 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.7279 +2026-01-07 15:29:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.20 total_reward_ma:4137.67 loss:0.006321 fps:1539 +frame:3.88e+06 wall_t:2521 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.7951 +2026-01-07 15:29:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4255.10 total_reward_ma:4138.25 loss:-0.004244 fps:1540 +frame:3.89e+06 wall_t:2526 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.7022 +2026-01-07 15:29:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4265.40 total_reward_ma:4139.65 loss:-0.00955 fps:1541 +frame:3.90e+06 wall_t:2531 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8435 +2026-01-07 15:29:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4242.70 total_reward_ma:4140.91 loss:-0.004326 fps:1542 +frame:3.91e+06 wall_t:2536 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.7479 +2026-01-07 15:30:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4177.40 total_reward_ma:4142.74 loss:0.001582 fps:1543 +frame:3.92e+06 wall_t:2541 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8185 +2026-01-07 15:30:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.30 total_reward_ma:4144.55 loss:-0.007045 fps:1544 +frame:3.93e+06 wall_t:2546 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.7408 +2026-01-07 15:30:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.30 total_reward_ma:4145.81 loss:-0.00411 fps:1544 +frame:3.94e+06 wall_t:2552 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7875 +2026-01-07 15:30:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.30 total_reward_ma:4145.82 loss:0.003389 fps:1545 +frame:3.95e+06 wall_t:2557 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.9349 +2026-01-07 15:30:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4165.10 total_reward_ma:4145.79 loss:-0.004028 fps:1546 +frame:3.96e+06 wall_t:2562 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.7213 +2026-01-07 15:30:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.80 total_reward_ma:4146.34 loss:-0.006305 fps:1547 +frame:3.97e+06 wall_t:2567 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.841 +2026-01-07 15:30:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.90 total_reward_ma:4147.57 loss:-0.001652 fps:1547 +frame:3.98e+06 wall_t:2573 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8639 +2026-01-07 15:30:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.20 total_reward_ma:4148.57 loss:-0.006537 fps:1548 +frame:3.99e+06 wall_t:2578 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8245 +2026-01-07 15:30:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4134.40 total_reward_ma:4149.63 loss:-0.005248 fps:1549 +frame:4.00e+06 wall_t:2583 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8115 +2026-01-07 15:30:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4142.90 total_reward_ma:4150.78 loss:0.0008718 fps:1549 +frame:4.01e+06 wall_t:2588 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.7376 +2026-01-07 15:30:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.10 total_reward_ma:4153.64 loss:-0.004909 fps:1550 +frame:4.02e+06 wall_t:2593 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.7752 +2026-01-07 15:31:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4122.30 total_reward_ma:4155.85 loss:0.008005 fps:1551 +frame:4.03e+06 wall_t:2598 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8019 +2026-01-07 15:31:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4119.90 total_reward_ma:4158.00 loss:0.005639 fps:1551 +frame:4.04e+06 wall_t:2604 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8767 +2026-01-07 15:31:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4081.90 total_reward_ma:4158.62 loss:-0.003371 fps:1552 +frame:4.05e+06 wall_t:2609 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.7696 +2026-01-07 15:31:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4121.10 total_reward_ma:4159.28 loss:-0.004073 fps:1553 +frame:4.06e+06 wall_t:2615 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.7941 +2026-01-07 15:31:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4133.30 total_reward_ma:4159.64 loss:-0.002964 fps:1553 +frame:4.07e+06 wall_t:2620 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8387 +2026-01-07 15:31:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4179.10 total_reward_ma:4160.86 loss:0.01307 fps:1554 +frame:4.08e+06 wall_t:2626 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8133 +2026-01-07 15:31:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4261.10 total_reward_ma:4162.73 loss:-0.002197 fps:1555 +frame:4.09e+06 wall_t:2631 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8533 +2026-01-07 15:31:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4337.60 total_reward_ma:4165.54 loss:-0.005784 fps:1555 +frame:4.10e+06 wall_t:2636 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8194 +2026-01-07 15:31:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.30 total_reward_ma:4167.67 loss:-0.006162 fps:1556 +frame:4.11e+06 wall_t:2642 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8612 +2026-01-07 15:31:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.50 total_reward_ma:4169.34 loss:0.003176 fps:1556 +frame:4.12e+06 wall_t:2648 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.7941 +2026-01-07 15:31:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4203.70 total_reward_ma:4170.58 loss:0.01163 fps:1556 +frame:4.13e+06 wall_t:2654 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7323 +2026-01-07 15:32:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4260.10 total_reward_ma:4172.38 loss:-0.001943 fps:1557 +frame:4.14e+06 wall_t:2659 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.6931 +2026-01-07 15:32:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.80 total_reward_ma:4173.88 loss:-0.002702 fps:1557 +frame:4.15e+06 wall_t:2665 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6642 +2026-01-07 15:32:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4135.60 total_reward_ma:4174.79 loss:-0.01195 fps:1558 +frame:4.16e+06 wall_t:2670 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.7902 +2026-01-07 15:32:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.50 total_reward_ma:4174.74 loss:-0.002733 fps:1558 +frame:4.17e+06 wall_t:2676 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7227 +2026-01-07 15:32:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4253.10 total_reward_ma:4176.15 loss:-0.0118 fps:1559 +frame:4.18e+06 wall_t:2682 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.8183 +2026-01-07 15:32:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4226.00 total_reward_ma:4176.96 loss:-0.006856 fps:1559 +frame:4.19e+06 wall_t:2687 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.8313 +2026-01-07 15:32:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4188.80 total_reward_ma:4177.81 loss:0.003605 fps:1560 +frame:4.20e+06 wall_t:2692 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8096 +2026-01-07 15:32:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4153.90 total_reward_ma:4177.76 loss:-0.007799 fps:1560 +frame:4.21e+06 wall_t:2698 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.7579 +2026-01-07 15:32:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4150.90 total_reward_ma:4177.73 loss:-0.01236 fps:1561 +frame:4.22e+06 wall_t:2703 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.7171 +2026-01-07 15:32:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4184.00 total_reward_ma:4177.31 loss:-0.003867 fps:1562 +frame:4.23e+06 wall_t:2708 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6773 +2026-01-07 15:32:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4150.50 total_reward_ma:4176.42 loss:-0.006856 fps:1563 +frame:4.24e+06 wall_t:2713 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.8081 +2026-01-07 15:33:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.40 total_reward_ma:4176.28 loss:-0.007872 fps:1563 +frame:4.25e+06 wall_t:2719 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.7018 +2026-01-07 15:33:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.60 total_reward_ma:4176.92 loss:-0.003608 fps:1564 +frame:4.26e+06 wall_t:2724 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.8566 +2026-01-07 15:33:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.30 total_reward_ma:4178.81 loss:-0.01106 fps:1565 +frame:4.27e+06 wall_t:2729 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.943 +2026-01-07 15:33:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.10 total_reward_ma:4180.27 loss:-0.006301 fps:1565 +frame:4.28e+06 wall_t:2735 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.6929 +2026-01-07 15:33:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4212.10 total_reward_ma:4181.99 loss:-0.00377 fps:1566 +frame:4.29e+06 wall_t:2740 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.7934 +2026-01-07 15:33:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4163.10 total_reward_ma:4182.52 loss:0.02604 fps:1566 +frame:4.30e+06 wall_t:2746 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.839 +2026-01-07 15:33:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.00 total_reward_ma:4182.20 loss:-0.01123 fps:1567 +frame:4.31e+06 wall_t:2751 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.8297 +2026-01-07 15:33:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4152.80 total_reward_ma:4182.40 loss:-0.01031 fps:1567 +frame:4.32e+06 wall_t:2757 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7567 +2026-01-07 15:33:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4132.20 total_reward_ma:4182.57 loss:0.01119 fps:1568 +frame:4.33e+06 wall_t:2762 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8588 +2026-01-07 15:33:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4213.50 total_reward_ma:4183.70 loss:-0.005039 fps:1568 +frame:4.34e+06 wall_t:2768 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7793 +2026-01-07 15:33:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4223.30 total_reward_ma:4184.57 loss:0.0003299 fps:1569 +frame:4.35e+06 wall_t:2773 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7742 +2026-01-07 15:34:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4283.70 total_reward_ma:4186.00 loss:0.002998 fps:1569 +frame:4.36e+06 wall_t:2779 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8371 +2026-01-07 15:34:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4271.40 total_reward_ma:4187.19 loss:-0.007657 fps:1569 +frame:4.37e+06 wall_t:2785 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7893 +2026-01-07 15:34:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.20 total_reward_ma:4187.92 loss:0.009035 fps:1569 +frame:4.38e+06 wall_t:2791 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7192 +2026-01-07 15:34:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4261.00 total_reward_ma:4189.36 loss:-0.007108 fps:1570 +frame:4.39e+06 wall_t:2797 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8545 +2026-01-07 15:34:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.90 total_reward_ma:4190.78 loss:0.006279 fps:1570 +frame:4.40e+06 wall_t:2802 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8265 +2026-01-07 15:34:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.40 total_reward_ma:4192.03 loss:-6.043e-05 fps:1571 +frame:4.41e+06 wall_t:2807 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6307 +2026-01-07 15:34:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4203.60 total_reward_ma:4193.59 loss:-0.01017 fps:1571 +frame:4.42e+06 wall_t:2813 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.8633 +2026-01-07 15:34:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4166.90 total_reward_ma:4194.10 loss:-0.001204 fps:1571 +frame:4.43e+06 wall_t:2819 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.6878 +2026-01-07 15:34:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.80 total_reward_ma:4194.96 loss:-0.00398 fps:1572 +frame:4.44e+06 wall_t:2824 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.7405 +2026-01-07 15:34:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.80 total_reward_ma:4194.64 loss:-0.00557 fps:1573 +frame:4.45e+06 wall_t:2829 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.6742 +2026-01-07 15:34:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4165.80 total_reward_ma:4194.33 loss:-0.00955 fps:1573 +frame:4.46e+06 wall_t:2835 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7392 +2026-01-07 15:35:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.50 total_reward_ma:4194.09 loss:-0.004856 fps:1573 +frame:4.47e+06 wall_t:2841 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.776 +2026-01-07 15:35:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.30 total_reward_ma:4194.26 loss:-0.003119 fps:1574 +frame:4.48e+06 wall_t:2846 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7183 +2026-01-07 15:35:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4171.20 total_reward_ma:4193.45 loss:0.006521 fps:1574 +frame:4.49e+06 wall_t:2852 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.78 +2026-01-07 15:35:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.60 total_reward_ma:4193.02 loss:-0.00441 fps:1575 +frame:4.50e+06 wall_t:2857 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.7428 +2026-01-07 15:35:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4206.70 total_reward_ma:4192.51 loss:-0.003747 fps:1576 +frame:4.51e+06 wall_t:2862 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.699 +2026-01-07 15:35:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4195.00 total_reward_ma:4192.86 loss:-0.005826 fps:1577 +frame:4.52e+06 wall_t:2867 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.7432 +2026-01-07 15:35:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.30 total_reward_ma:4192.73 loss:0.0001431 fps:1577 +frame:4.53e+06 wall_t:2872 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8 +2026-01-07 15:35:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4141.30 total_reward_ma:4193.01 loss:0.004154 fps:1578 +frame:4.54e+06 wall_t:2877 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.6962 +2026-01-07 15:35:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4129.10 total_reward_ma:4193.09 loss:0.004315 fps:1578 +frame:4.55e+06 wall_t:2883 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.6272 +2026-01-07 15:35:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.60 total_reward_ma:4193.86 loss:-0.008841 fps:1579 +frame:4.56e+06 wall_t:2888 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.6938 +2026-01-07 15:35:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4268.60 total_reward_ma:4194.97 loss:0.003371 fps:1580 +frame:4.57e+06 wall_t:2893 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.6641 +2026-01-07 15:36:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4282.50 total_reward_ma:4195.96 loss:-0.00777 fps:1580 +frame:4.58e+06 wall_t:2898 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.6961 +2026-01-07 15:36:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.30 total_reward_ma:4197.07 loss:-0.006471 fps:1581 +frame:4.59e+06 wall_t:2904 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.7375 +2026-01-07 15:36:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.10 total_reward_ma:4197.46 loss:-0.005039 fps:1581 +frame:4.60e+06 wall_t:2910 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7023 +2026-01-07 15:36:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4243.50 total_reward_ma:4197.96 loss:0.003718 fps:1581 +frame:4.61e+06 wall_t:2915 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.7039 +2026-01-07 15:36:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4266.70 total_reward_ma:4198.56 loss:0.02167 fps:1582 +frame:4.62e+06 wall_t:2921 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.6598 +2026-01-07 15:36:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4251.00 total_reward_ma:4199.00 loss:0.01617 fps:1582 +frame:4.63e+06 wall_t:2926 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6992 +2026-01-07 15:36:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4259.00 total_reward_ma:4199.36 loss:0.004462 fps:1583 +frame:4.64e+06 wall_t:2932 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8284 +2026-01-07 15:36:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4273.20 total_reward_ma:4199.23 loss:0.006104 fps:1583 +frame:4.65e+06 wall_t:2938 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.7063 +2026-01-07 15:36:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4280.90 total_reward_ma:4199.25 loss:-0.006321 fps:1583 +frame:4.66e+06 wall_t:2944 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7275 +2026-01-07 15:36:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.40 total_reward_ma:4199.41 loss:0.002098 fps:1583 +frame:4.67e+06 wall_t:2950 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.595 +2026-01-07 15:36:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.20 total_reward_ma:4198.10 loss:0.003279 fps:1584 +frame:4.68e+06 wall_t:2955 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.7357 +2026-01-07 15:37:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.90 total_reward_ma:4197.84 loss:-0.004341 fps:1584 +frame:4.69e+06 wall_t:2961 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8132 +2026-01-07 15:37:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4192.50 total_reward_ma:4197.57 loss:0.006221 fps:1585 +frame:4.70e+06 wall_t:2965 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.7761 +2026-01-07 15:37:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4263.70 total_reward_ma:4198.54 loss:-0.008038 fps:1586 +frame:4.71e+06 wall_t:2970 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7681 +2026-01-07 15:37:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4186.20 total_reward_ma:4198.23 loss:-0.000707 fps:1587 +frame:4.72e+06 wall_t:2975 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7352 +2026-01-07 15:37:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4160.90 total_reward_ma:4198.12 loss:0.001215 fps:1587 +frame:4.73e+06 wall_t:2980 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.7078 +2026-01-07 15:37:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4213.10 total_reward_ma:4198.09 loss:-0.008536 fps:1587 +frame:4.74e+06 wall_t:2986 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.6934 +2026-01-07 15:37:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4272.60 total_reward_ma:4199.46 loss:-0.0004334 fps:1588 +frame:4.75e+06 wall_t:2991 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7424 +2026-01-07 15:37:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4292.60 total_reward_ma:4200.68 loss:-0.0001715 fps:1589 +frame:4.76e+06 wall_t:2996 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.7842 +2026-01-07 15:37:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4260.90 total_reward_ma:4202.03 loss:0.004569 fps:1589 +frame:4.77e+06 wall_t:3001 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6792 +2026-01-07 15:37:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4211.20 total_reward_ma:4202.75 loss:-0.0002785 fps:1590 +frame:4.78e+06 wall_t:3006 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.7078 +2026-01-07 15:37:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4243.10 total_reward_ma:4203.94 loss:-0.00053 fps:1590 +frame:4.79e+06 wall_t:3012 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7349 +2026-01-07 15:38:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4233.10 total_reward_ma:4204.37 loss:0.005912 fps:1591 +frame:4.80e+06 wall_t:3017 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.6403 +2026-01-07 15:38:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.70 total_reward_ma:4204.65 loss:-0.009037 fps:1592 +frame:4.81e+06 wall_t:3022 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.7237 +2026-01-07 15:38:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4285.00 total_reward_ma:4205.11 loss:-0.001447 fps:1592 +frame:4.82e+06 wall_t:3028 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6285 +2026-01-07 15:38:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4387.50 total_reward_ma:4207.04 loss:0.001619 fps:1592 +frame:4.83e+06 wall_t:3033 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.6868 +2026-01-07 15:38:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4268.40 total_reward_ma:4208.36 loss:-7.601e-05 fps:1593 +frame:4.84e+06 wall_t:3038 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.7632 +2026-01-07 15:38:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4227.90 total_reward_ma:4209.47 loss:-0.004544 fps:1594 +frame:4.85e+06 wall_t:3042 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.7819 +2026-01-07 15:38:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.00 total_reward_ma:4210.78 loss:-0.006996 fps:1595 +frame:4.86e+06 wall_t:3047 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7844 +2026-01-07 15:38:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.20 total_reward_ma:4211.79 loss:-0.007039 fps:1596 +frame:4.87e+06 wall_t:3052 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8056 +2026-01-07 15:38:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4299.30 total_reward_ma:4213.01 loss:-0.008127 fps:1596 +frame:4.88e+06 wall_t:3057 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6669 +2026-01-07 15:38:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4316.00 total_reward_ma:4213.62 loss:-0.000257 fps:1596 +frame:4.89e+06 wall_t:3063 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.693 +2026-01-07 15:38:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4327.30 total_reward_ma:4214.23 loss:-0.00371 fps:1597 +frame:4.90e+06 wall_t:3068 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.751 +2026-01-07 15:38:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4253.10 total_reward_ma:4214.34 loss:0.01255 fps:1598 +frame:4.91e+06 wall_t:3073 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.6914 +2026-01-07 15:39:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.50 total_reward_ma:4214.86 loss:-0.006902 fps:1598 +frame:4.92e+06 wall_t:3078 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7516 +2026-01-07 15:39:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.60 total_reward_ma:4214.55 loss:-0.006658 fps:1599 +frame:4.93e+06 wall_t:3083 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.6763 +2026-01-07 15:39:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4165.50 total_reward_ma:4214.06 loss:-0.002872 fps:1599 +frame:4.94e+06 wall_t:3089 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.6592 +2026-01-07 15:39:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4187.50 total_reward_ma:4213.58 loss:-0.003306 fps:1600 +frame:4.95e+06 wall_t:3094 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.7763 +2026-01-07 15:39:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4247.70 total_reward_ma:4214.40 loss:-0.004665 fps:1601 +frame:4.96e+06 wall_t:3099 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7925 +2026-01-07 15:39:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4210.90 total_reward_ma:4214.35 loss:-0.006536 fps:1601 +frame:4.97e+06 wall_t:3105 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7142 +2026-01-07 15:39:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4244.00 total_reward_ma:4214.89 loss:-0.008628 fps:1601 +frame:4.98e+06 wall_t:3111 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6417 +2026-01-07 15:39:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4221.30 total_reward_ma:4215.22 loss:-0.00283 fps:1601 +frame:4.99e+06 wall_t:3116 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6696 +2026-01-07 15:39:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4231.00 total_reward_ma:4216.18 loss:-0.00291 fps:1602 +frame:5.00e+06 wall_t:3121 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7414 +2026-01-07 15:39:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.10 total_reward_ma:4216.89 loss:0.001351 fps:1602 +frame:5.01e+06 wall_t:3127 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6988 +2026-01-07 15:39:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4233.70 total_reward_ma:4216.95 loss:-0.00158 fps:1603 +frame:5.02e+06 wall_t:3132 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.7946 +2026-01-07 15:39:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.70 total_reward_ma:4217.87 loss:0.01454 fps:1603 +frame:5.03e+06 wall_t:3137 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6607 +2026-01-07 15:40:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4252.70 total_reward_ma:4219.20 loss:-0.00325 fps:1605 +frame:5.04e+06 wall_t:3141 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7089 +2026-01-07 15:40:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4241.90 total_reward_ma:4220.80 loss:-0.007144 fps:1605 +frame:5.05e+06 wall_t:3146 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7295 +2026-01-07 15:40:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4193.50 total_reward_ma:4221.52 loss:-0.0001823 fps:1605 +frame:5.06e+06 wall_t:3152 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.6091 +2026-01-07 15:40:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4103.60 total_reward_ma:4221.23 loss:-0.009852 fps:1606 +frame:5.07e+06 wall_t:3157 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7786 +2026-01-07 15:40:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4098.20 total_reward_ma:4220.42 loss:-0.003394 fps:1607 +frame:5.08e+06 wall_t:3162 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.71 +2026-01-07 15:40:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4079.50 total_reward_ma:4218.60 loss:-0.01049 fps:1607 +frame:5.09e+06 wall_t:3167 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8293 +2026-01-07 15:40:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4110.00 total_reward_ma:4216.33 loss:-0.001624 fps:1608 +frame:5.10e+06 wall_t:3172 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.6693 +2026-01-07 15:40:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4130.50 total_reward_ma:4215.15 loss:0.001112 fps:1608 +frame:5.11e+06 wall_t:3177 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.811 +2026-01-07 15:40:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4122.20 total_reward_ma:4214.17 loss:-0.001037 fps:1609 +frame:5.12e+06 wall_t:3182 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7294 +2026-01-07 15:40:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4203.50 total_reward_ma:4214.16 loss:-0.006156 fps:1610 +frame:5.13e+06 wall_t:3187 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6697 +2026-01-07 15:40:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4166.50 total_reward_ma:4213.23 loss:-0.007271 fps:1610 +frame:5.14e+06 wall_t:3192 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7307 +2026-01-07 15:41:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4133.30 total_reward_ma:4212.20 loss:0.006395 fps:1610 +frame:5.15e+06 wall_t:3198 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.6781 +2026-01-07 15:41:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.20 total_reward_ma:4212.46 loss:0.001059 fps:1611 +frame:5.16e+06 wall_t:3203 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6897 +2026-01-07 15:41:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4174.10 total_reward_ma:4212.73 loss:-0.001006 fps:1611 +frame:5.17e+06 wall_t:3209 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7281 +2026-01-07 15:41:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4140.00 total_reward_ma:4211.60 loss:-0.005805 fps:1612 +frame:5.18e+06 wall_t:3214 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.6946 +2026-01-07 15:41:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4191.20 total_reward_ma:4211.26 loss:-0.009358 fps:1612 +frame:5.19e+06 wall_t:3219 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7435 +2026-01-07 15:41:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4226.10 total_reward_ma:4211.63 loss:-0.004073 fps:1613 +frame:5.20e+06 wall_t:3224 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.754 +2026-01-07 15:41:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4223.10 total_reward_ma:4212.32 loss:-0.008543 fps:1614 +frame:5.21e+06 wall_t:3229 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7242 +2026-01-07 15:41:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4212.70 total_reward_ma:4212.94 loss:-0.006712 fps:1614 +frame:5.22e+06 wall_t:3234 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.6766 +2026-01-07 15:41:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.40 total_reward_ma:4213.24 loss:-0.00525 fps:1615 +frame:5.23e+06 wall_t:3239 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.8391 +2026-01-07 15:41:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.10 total_reward_ma:4213.54 loss:0.0004515 fps:1615 +frame:5.24e+06 wall_t:3245 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.7112 +2026-01-07 15:41:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4103.20 total_reward_ma:4212.57 loss:-0.001196 fps:1615 +frame:5.25e+06 wall_t:3250 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.7351 +2026-01-07 15:41:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4117.40 total_reward_ma:4211.79 loss:-0.003719 fps:1616 +frame:5.26e+06 wall_t:3255 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7626 +2026-01-07 15:42:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4136.50 total_reward_ma:4210.88 loss:-0.006429 fps:1617 +frame:5.27e+06 wall_t:3260 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7601 +2026-01-07 15:42:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.90 total_reward_ma:4210.25 loss:-0.01006 fps:1617 +frame:5.28e+06 wall_t:3265 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7366 +2026-01-07 15:42:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.10 total_reward_ma:4209.69 loss:-0.001939 fps:1617 +frame:5.29e+06 wall_t:3271 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.68 +2026-01-07 15:42:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.50 total_reward_ma:4209.52 loss:-0.01021 fps:1618 +frame:5.30e+06 wall_t:3276 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.6803 +2026-01-07 15:42:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.70 total_reward_ma:4209.67 loss:0.0008955 fps:1618 +frame:5.31e+06 wall_t:3282 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.6855 +2026-01-07 15:42:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4158.80 total_reward_ma:4209.73 loss:-0.00584 fps:1618 +frame:5.32e+06 wall_t:3287 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7212 +2026-01-07 15:42:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.30 total_reward_ma:4210.00 loss:0.0009753 fps:1619 +frame:5.33e+06 wall_t:3293 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7372 +2026-01-07 15:42:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4205.50 total_reward_ma:4209.92 loss:-0.005204 fps:1619 +frame:5.34e+06 wall_t:3298 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7765 +2026-01-07 15:42:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4210.60 total_reward_ma:4209.79 loss:0.003988 fps:1620 +frame:5.35e+06 wall_t:3303 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.6365 +2026-01-07 15:42:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4096.60 total_reward_ma:4207.92 loss:0.00083 fps:1620 +frame:5.36e+06 wall_t:3308 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.6523 +2026-01-07 15:42:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4171.40 total_reward_ma:4206.92 loss:-0.006289 fps:1620 +frame:5.37e+06 wall_t:3314 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.6481 +2026-01-07 15:43:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4192.00 total_reward_ma:4206.52 loss:-0.007229 fps:1621 +frame:5.38e+06 wall_t:3319 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.6835 +2026-01-07 15:43:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4225.50 total_reward_ma:4206.16 loss:-0.002764 fps:1622 +frame:5.39e+06 wall_t:3324 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7221 +2026-01-07 15:43:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4201.40 total_reward_ma:4205.82 loss:-0.01052 fps:1622 +frame:5.40e+06 wall_t:3329 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6745 +2026-01-07 15:43:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4174.80 total_reward_ma:4205.28 loss:-0.003016 fps:1622 +frame:5.41e+06 wall_t:3335 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.6538 +2026-01-07 15:43:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.90 total_reward_ma:4204.84 loss:-0.003882 fps:1623 +frame:5.42e+06 wall_t:3340 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.719 +2026-01-07 15:43:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4104.90 total_reward_ma:4204.22 loss:-0.003518 fps:1623 +frame:5.43e+06 wall_t:3345 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7506 +2026-01-07 15:43:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4112.70 total_reward_ma:4203.10 loss:-0.002812 fps:1624 +frame:5.44e+06 wall_t:3350 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.5557 +2026-01-07 15:43:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4116.70 total_reward_ma:4202.02 loss:-0.002204 fps:1624 +frame:5.45e+06 wall_t:3355 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.7692 +2026-01-07 15:43:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.80 total_reward_ma:4202.26 loss:-0.005295 fps:1625 +frame:5.46e+06 wall_t:3360 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6491 +2026-01-07 15:43:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4184.00 total_reward_ma:4202.64 loss:-0.001157 fps:1626 +frame:5.47e+06 wall_t:3365 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.7319 +2026-01-07 15:43:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.70 total_reward_ma:4202.94 loss:-0.01179 fps:1626 +frame:5.48e+06 wall_t:3370 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7625 +2026-01-07 15:43:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4217.90 total_reward_ma:4203.41 loss:-0.002806 fps:1627 +frame:5.49e+06 wall_t:3375 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.6089 +2026-01-07 15:44:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4195.20 total_reward_ma:4203.45 loss:-0.009775 fps:1627 +frame:5.50e+06 wall_t:3381 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.715 +2026-01-07 15:44:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4226.50 total_reward_ma:4203.65 loss:-0.00432 fps:1627 +frame:5.51e+06 wall_t:3386 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.6199 +2026-01-07 15:44:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.00 total_reward_ma:4203.29 loss:0.006188 fps:1628 +frame:5.52e+06 wall_t:3391 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7113 +2026-01-07 15:44:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.50 total_reward_ma:4203.62 loss:-0.00451 fps:1628 +frame:5.53e+06 wall_t:3396 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.6763 +2026-01-07 15:44:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4181.20 total_reward_ma:4204.02 loss:-0.006148 fps:1629 +frame:5.54e+06 wall_t:3401 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.6664 +2026-01-07 15:44:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.30 total_reward_ma:4204.52 loss:-0.003042 fps:1629 +frame:5.55e+06 wall_t:3406 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.6744 +2026-01-07 15:44:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4126.60 total_reward_ma:4203.87 loss:-0.006106 fps:1630 +frame:5.56e+06 wall_t:3411 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.6056 +2026-01-07 15:44:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4226.40 total_reward_ma:4203.45 loss:-0.008912 fps:1631 +frame:5.57e+06 wall_t:3416 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6322 +2026-01-07 15:44:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4304.40 total_reward_ma:4203.67 loss:0.002729 fps:1631 +frame:5.58e+06 wall_t:3422 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7773 +2026-01-07 15:44:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4273.50 total_reward_ma:4203.92 loss:0.00697 fps:1631 +frame:5.59e+06 wall_t:3427 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.6144 +2026-01-07 15:44:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.60 total_reward_ma:4204.64 loss:-0.004186 fps:1632 +frame:5.60e+06 wall_t:3432 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.6795 +2026-01-07 15:44:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4272.30 total_reward_ma:4204.93 loss:-0.004543 fps:1632 +frame:5.61e+06 wall_t:3437 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.6116 +2026-01-07 15:45:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.40 total_reward_ma:4204.46 loss:-0.006423 fps:1633 +frame:5.62e+06 wall_t:3442 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.6297 +2026-01-07 15:45:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4223.60 total_reward_ma:4204.19 loss:-0.002856 fps:1633 +frame:5.63e+06 wall_t:3447 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.6674 +2026-01-07 15:45:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4210.80 total_reward_ma:4203.71 loss:-0.006586 fps:1634 +frame:5.64e+06 wall_t:3452 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.6211 +2026-01-07 15:45:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.80 total_reward_ma:4203.36 loss:-0.008899 fps:1634 +frame:5.65e+06 wall_t:3457 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.727 +2026-01-07 15:45:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4296.10 total_reward_ma:4203.52 loss:-4.727e-05 fps:1635 +frame:5.66e+06 wall_t:3462 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6728 +2026-01-07 15:45:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4263.20 total_reward_ma:4203.39 loss:-0.006044 fps:1635 +frame:5.67e+06 wall_t:3467 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.6389 +2026-01-07 15:45:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.00 total_reward_ma:4204.57 loss:-0.004047 fps:1636 +frame:5.68e+06 wall_t:3472 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.6561 +2026-01-07 15:45:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4259.80 total_reward_ma:4204.84 loss:-0.003904 fps:1636 +frame:5.69e+06 wall_t:3478 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.6436 +2026-01-07 15:45:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.90 total_reward_ma:4204.90 loss:0.004604 fps:1637 +frame:5.70e+06 wall_t:3483 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.6727 +2026-01-07 15:45:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4274.10 total_reward_ma:4205.00 loss:-0.00748 fps:1637 +frame:5.71e+06 wall_t:3488 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.6385 +2026-01-07 15:45:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4280.90 total_reward_ma:4205.95 loss:0.002703 fps:1638 +frame:5.72e+06 wall_t:3492 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.6853 +2026-01-07 15:46:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4303.90 total_reward_ma:4207.38 loss:-0.002139 fps:1638 +frame:5.73e+06 wall_t:3498 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.6953 +2026-01-07 15:46:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4250.80 total_reward_ma:4207.75 loss:-0.0006414 fps:1639 +frame:5.74e+06 wall_t:3503 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6469 +2026-01-07 15:46:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.80 total_reward_ma:4207.39 loss:-0.003727 fps:1639 +frame:5.75e+06 wall_t:3508 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7479 +2026-01-07 15:46:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.10 total_reward_ma:4207.00 loss:-0.006791 fps:1640 +frame:5.76e+06 wall_t:3513 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.6893 +2026-01-07 15:46:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4246.20 total_reward_ma:4206.85 loss:-0.00699 fps:1640 +frame:5.77e+06 wall_t:3519 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.6519 +2026-01-07 15:46:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4328.20 total_reward_ma:4208.02 loss:-0.005648 fps:1640 +frame:5.78e+06 wall_t:3524 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.6618 +2026-01-07 15:46:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4318.50 total_reward_ma:4208.78 loss:-0.00815 fps:1640 +frame:5.79e+06 wall_t:3530 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.6859 +2026-01-07 15:46:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4299.50 total_reward_ma:4209.44 loss:-0.007887 fps:1641 +frame:5.80e+06 wall_t:3535 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7778 +2026-01-07 15:46:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4256.40 total_reward_ma:4209.46 loss:0.005148 fps:1641 +frame:5.81e+06 wall_t:3540 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7369 +2026-01-07 15:46:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4287.30 total_reward_ma:4209.48 loss:-0.002118 fps:1642 +frame:5.82e+06 wall_t:3545 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.629 +2026-01-07 15:46:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4287.00 total_reward_ma:4208.48 loss:-0.009086 fps:1642 +frame:5.83e+06 wall_t:3551 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7443 +2026-01-07 15:46:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4266.90 total_reward_ma:4208.46 loss:-0.005352 fps:1642 +frame:5.84e+06 wall_t:3557 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.5861 +2026-01-07 15:47:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4280.70 total_reward_ma:4208.99 loss:-0.01016 fps:1642 +frame:5.85e+06 wall_t:3562 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7301 +2026-01-07 15:47:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4246.00 total_reward_ma:4209.21 loss:-0.006792 fps:1643 +frame:5.86e+06 wall_t:3567 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.6292 +2026-01-07 15:47:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4261.20 total_reward_ma:4209.28 loss:-0.004034 fps:1643 +frame:5.87e+06 wall_t:3572 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7563 +2026-01-07 15:47:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4233.20 total_reward_ma:4208.62 loss:-0.00588 fps:1643 +frame:5.88e+06 wall_t:3578 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6795 +2026-01-07 15:47:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4251.90 total_reward_ma:4207.98 loss:-0.001303 fps:1643 +frame:5.89e+06 wall_t:3584 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6492 +2026-01-07 15:47:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4217.30 total_reward_ma:4206.88 loss:-0.002149 fps:1643 +frame:5.90e+06 wall_t:3590 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.6845 +2026-01-07 15:47:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4205.00 total_reward_ma:4206.40 loss:-0.00491 fps:1644 +frame:5.91e+06 wall_t:3595 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7015 +2026-01-07 15:47:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4256.30 total_reward_ma:4206.66 loss:-0.006259 fps:1644 +frame:5.92e+06 wall_t:3601 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7469 +2026-01-07 15:47:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4292.60 total_reward_ma:4207.60 loss:-0.006395 fps:1644 +frame:5.93e+06 wall_t:3607 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6179 +2026-01-07 15:47:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.40 total_reward_ma:4207.97 loss:0.01028 fps:1645 +frame:5.94e+06 wall_t:3612 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7396 +2026-01-07 15:48:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4147.60 total_reward_ma:4207.57 loss:-0.00411 fps:1645 +frame:5.95e+06 wall_t:3617 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.6342 +2026-01-07 15:48:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4201.10 total_reward_ma:4207.11 loss:-0.005528 fps:1645 +frame:5.96e+06 wall_t:3623 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.6877 +2026-01-07 15:48:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4308.10 total_reward_ma:4208.08 loss:-0.007015 fps:1646 +frame:5.97e+06 wall_t:3628 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7262 +2026-01-07 15:48:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4304.20 total_reward_ma:4208.68 loss:0.004916 fps:1646 +frame:5.98e+06 wall_t:3633 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6569 +2026-01-07 15:48:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4246.50 total_reward_ma:4208.93 loss:-0.001133 fps:1647 +frame:5.99e+06 wall_t:3638 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.6072 +2026-01-07 15:48:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.00 total_reward_ma:4208.81 loss:-0.003737 fps:1647 +frame:6.00e+06 wall_t:3644 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7175 +2026-01-07 15:48:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4164.30 total_reward_ma:4208.32 loss:-0.00522 fps:1647 +frame:6.01e+06 wall_t:3649 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.6686 +2026-01-07 15:48:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4211.50 total_reward_ma:4208.09 loss:-0.005866 fps:1647 +frame:6.02e+06 wall_t:3655 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.6296 +2026-01-07 15:48:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4264.20 total_reward_ma:4208.59 loss:-0.00663 fps:1647 +frame:6.03e+06 wall_t:3661 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.6797 +2026-01-07 15:48:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4290.50 total_reward_ma:4208.97 loss:-0.007855 fps:1647 +frame:6.04e+06 wall_t:3668 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7123 +2026-01-07 15:48:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4312.70 total_reward_ma:4209.67 loss:-0.006684 fps:1647 +frame:6.05e+06 wall_t:3674 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.672 +2026-01-07 15:49:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4294.90 total_reward_ma:4210.69 loss:-0.00457 fps:1647 +frame:6.06e+06 wall_t:3679 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7547 +2026-01-07 15:49:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4310.10 total_reward_ma:4212.75 loss:-0.011 fps:1647 +frame:6.07e+06 wall_t:3685 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7258 +2026-01-07 15:49:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4289.40 total_reward_ma:4214.67 loss:-0.007154 fps:1647 +frame:6.08e+06 wall_t:3691 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.6669 +2026-01-07 15:49:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.00 total_reward_ma:4216.35 loss:-0.007581 fps:1648 +frame:6.09e+06 wall_t:3696 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7413 +2026-01-07 15:49:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4276.00 total_reward_ma:4218.01 loss:0.006912 fps:1648 +frame:6.10e+06 wall_t:3702 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7002 +2026-01-07 15:49:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.40 total_reward_ma:4219.09 loss:-0.003752 fps:1648 +frame:6.11e+06 wall_t:3707 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.6911 +2026-01-07 15:49:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4222.40 total_reward_ma:4220.09 loss:-0.001872 fps:1648 +frame:6.12e+06 wall_t:3713 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7186 +2026-01-07 15:49:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4262.20 total_reward_ma:4220.68 loss:-0.006381 fps:1649 +frame:6.13e+06 wall_t:3718 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.5781 +2026-01-07 15:49:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4216.70 total_reward_ma:4221.18 loss:-0.00655 fps:1649 +frame:6.14e+06 wall_t:3723 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7196 +2026-01-07 15:49:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4175.90 total_reward_ma:4221.61 loss:-0.003576 fps:1650 +frame:6.15e+06 wall_t:3728 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7527 +2026-01-07 15:49:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4166.50 total_reward_ma:4221.66 loss:-0.01105 fps:1650 +frame:6.16e+06 wall_t:3734 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7911 +2026-01-07 15:50:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4251.40 total_reward_ma:4222.43 loss:-0.005174 fps:1650 +frame:6.17e+06 wall_t:3739 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.674 +2026-01-07 15:50:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4280.30 total_reward_ma:4223.84 loss:-0.002073 fps:1651 +frame:6.18e+06 wall_t:3744 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.7457 +2026-01-07 15:50:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4317.90 total_reward_ma:4225.10 loss:-0.006278 fps:1651 +frame:6.19e+06 wall_t:3750 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.6588 +2026-01-07 15:50:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4318.20 total_reward_ma:4226.02 loss:0.004772 fps:1651 +frame:6.20e+06 wall_t:3756 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.6821 +2026-01-07 15:50:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4288.80 total_reward_ma:4226.68 loss:-0.004125 fps:1651 +frame:6.21e+06 wall_t:3762 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.6967 +2026-01-07 15:50:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.80 total_reward_ma:4226.94 loss:-0.00791 fps:1651 +frame:6.22e+06 wall_t:3767 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7261 +2026-01-07 15:50:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4207.20 total_reward_ma:4226.87 loss:-0.01029 fps:1652 +frame:6.23e+06 wall_t:3772 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.666 +2026-01-07 15:50:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.90 total_reward_ma:4227.10 loss:0.00176 fps:1652 +frame:6.24e+06 wall_t:3777 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.707 +2026-01-07 15:50:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.00 total_reward_ma:4228.05 loss:-0.01127 fps:1652 +frame:6.25e+06 wall_t:3783 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7268 +2026-01-07 15:50:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4168.00 total_reward_ma:4228.55 loss:0.00259 fps:1653 +frame:6.26e+06 wall_t:3788 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7749 +2026-01-07 15:50:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.20 total_reward_ma:4229.13 loss:-0.004908 fps:1653 +frame:6.27e+06 wall_t:3793 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.635 +2026-01-07 15:51:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4206.20 total_reward_ma:4229.67 loss:-0.005806 fps:1653 +frame:6.28e+06 wall_t:3799 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.6907 +2026-01-07 15:51:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4209.60 total_reward_ma:4230.21 loss:-0.004601 fps:1654 +frame:6.29e+06 wall_t:3804 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6928 +2026-01-07 15:51:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4212.80 total_reward_ma:4230.87 loss:-0.006157 fps:1654 +frame:6.30e+06 wall_t:3809 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7519 +2026-01-07 15:51:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4286.70 total_reward_ma:4232.03 loss:-0.001576 fps:1654 +frame:6.31e+06 wall_t:3815 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7569 +2026-01-07 15:51:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4258.90 total_reward_ma:4233.03 loss:-0.00787 fps:1654 +frame:6.32e+06 wall_t:3820 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6881 +2026-01-07 15:51:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.90 total_reward_ma:4233.81 loss:0.0006998 fps:1655 +frame:6.33e+06 wall_t:3825 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6905 +2026-01-07 15:51:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4255.40 total_reward_ma:4234.31 loss:0.0002421 fps:1655 +frame:6.34e+06 wall_t:3830 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 15:51:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4244.90 total_reward_ma:4234.65 loss:-0.01181 fps:1655 +frame:6.35e+06 wall_t:3836 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 15:51:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4244.50 total_reward_ma:4236.13 loss:0.001926 fps:1656 +frame:6.36e+06 wall_t:3841 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6394 +2026-01-07 15:51:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.10 total_reward_ma:4236.60 loss:-0.006444 fps:1656 +frame:6.37e+06 wall_t:3847 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6902 +2026-01-07 15:51:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.10 total_reward_ma:4236.59 loss:-0.003905 fps:1656 +frame:6.38e+06 wall_t:3852 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.707 +2026-01-07 15:52:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.10 total_reward_ma:4235.92 loss:-0.007271 fps:1657 +frame:6.39e+06 wall_t:3857 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.6777 +2026-01-07 15:52:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4181.40 total_reward_ma:4235.72 loss:-0.01029 fps:1657 +frame:6.40e+06 wall_t:3862 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7718 +2026-01-07 15:52:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4230.20 total_reward_ma:4236.28 loss:-0.007456 fps:1658 +frame:6.41e+06 wall_t:3867 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.6969 +2026-01-07 15:52:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4205.90 total_reward_ma:4236.74 loss:-0.002664 fps:1658 +frame:6.42e+06 wall_t:3873 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6928 +2026-01-07 15:52:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4168.00 total_reward_ma:4237.37 loss:-0.01043 fps:1658 +frame:6.43e+06 wall_t:3878 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.7988 +2026-01-07 15:52:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.60 total_reward_ma:4238.03 loss:-0.003813 fps:1659 +frame:6.44e+06 wall_t:3883 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6717 +2026-01-07 15:52:31 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4196.00 total_reward_ma:4238.82 loss:-0.009045 fps:1659 +frame:6.45e+06 wall_t:3889 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.713 +2026-01-07 15:52:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4264.70 total_reward_ma:4239.57 loss:-0.003633 fps:1659 +frame:6.46e+06 wall_t:3894 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6289 +2026-01-07 15:52:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4268.20 total_reward_ma:4240.41 loss:-0.008248 fps:1659 +frame:6.47e+06 wall_t:3899 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7685 +2026-01-07 15:52:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4225.00 total_reward_ma:4240.37 loss:-0.006444 fps:1660 +frame:6.48e+06 wall_t:3904 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6411 +2026-01-07 15:52:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4195.70 total_reward_ma:4240.15 loss:-0.006794 fps:1660 +frame:6.49e+06 wall_t:3909 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7002 +2026-01-07 15:52:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4147.00 total_reward_ma:4239.67 loss:-0.003794 fps:1661 +frame:6.50e+06 wall_t:3914 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.6322 +2026-01-07 15:53:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.80 total_reward_ma:4238.87 loss:-0.009614 fps:1661 +frame:6.51e+06 wall_t:3920 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.6793 +2026-01-07 15:53:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4107.80 total_reward_ma:4238.36 loss:-0.01075 fps:1661 +frame:6.52e+06 wall_t:3925 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.6964 +2026-01-07 15:53:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4154.30 total_reward_ma:4237.90 loss:-0.005646 fps:1662 +frame:6.53e+06 wall_t:3930 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7259 +2026-01-07 15:53:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.70 total_reward_ma:4238.38 loss:-0.009139 fps:1662 +frame:6.54e+06 wall_t:3936 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.6421 +2026-01-07 15:53:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4268.70 total_reward_ma:4239.29 loss:-0.004579 fps:1662 +frame:6.55e+06 wall_t:3941 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.7607 +2026-01-07 15:53:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4244.70 total_reward_ma:4240.47 loss:0.004924 fps:1662 +frame:6.56e+06 wall_t:3947 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7124 +2026-01-07 15:53:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.90 total_reward_ma:4240.19 loss:-0.01217 fps:1662 +frame:6.57e+06 wall_t:3952 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7572 +2026-01-07 15:53:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4150.90 total_reward_ma:4238.66 loss:-0.004569 fps:1663 +frame:6.58e+06 wall_t:3957 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7608 +2026-01-07 15:53:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4176.00 total_reward_ma:4237.68 loss:-0.00245 fps:1663 +frame:6.59e+06 wall_t:3962 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.6854 +2026-01-07 15:53:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4123.80 total_reward_ma:4236.17 loss:-0.005652 fps:1664 +frame:6.60e+06 wall_t:3967 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6732 +2026-01-07 15:53:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.80 total_reward_ma:4235.15 loss:-0.01102 fps:1664 +frame:6.61e+06 wall_t:3972 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7052 +2026-01-07 15:54:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4273.60 total_reward_ma:4235.68 loss:-0.006008 fps:1664 +frame:6.62e+06 wall_t:3978 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.6328 +2026-01-07 15:54:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.10 total_reward_ma:4235.35 loss:-0.004974 fps:1665 +frame:6.63e+06 wall_t:3983 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.7088 +2026-01-07 15:54:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4139.70 total_reward_ma:4234.64 loss:-0.008297 fps:1665 +frame:6.64e+06 wall_t:3988 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.6943 +2026-01-07 15:54:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4174.10 total_reward_ma:4233.99 loss:-0.008428 fps:1665 +frame:6.65e+06 wall_t:3994 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7108 +2026-01-07 15:54:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4240.70 total_reward_ma:4233.43 loss:-0.004278 fps:1665 +frame:6.66e+06 wall_t:3999 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.6275 +2026-01-07 15:54:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4271.20 total_reward_ma:4233.51 loss:-0.009311 fps:1666 +frame:6.67e+06 wall_t:4004 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.6642 +2026-01-07 15:54:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4245.00 total_reward_ma:4233.21 loss:-0.007962 fps:1666 +frame:6.68e+06 wall_t:4010 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.721 +2026-01-07 15:54:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4155.70 total_reward_ma:4232.17 loss:-0.004508 fps:1666 +frame:6.69e+06 wall_t:4015 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.6918 +2026-01-07 15:54:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4173.40 total_reward_ma:4231.93 loss:-0.008676 fps:1667 +frame:6.70e+06 wall_t:4020 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7531 +2026-01-07 15:54:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4263.40 total_reward_ma:4231.82 loss:-0.005717 fps:1667 +frame:6.71e+06 wall_t:4026 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.5946 +2026-01-07 15:54:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4329.70 total_reward_ma:4232.31 loss:-0.005583 fps:1667 +frame:6.72e+06 wall_t:4031 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6292 +2026-01-07 15:54:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4330.20 total_reward_ma:4232.57 loss:0.009064 fps:1667 +frame:6.73e+06 wall_t:4036 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.6215 +2026-01-07 15:55:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4284.20 total_reward_ma:4232.91 loss:-0.001592 fps:1668 +frame:6.74e+06 wall_t:4041 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6647 +2026-01-07 15:55:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.90 total_reward_ma:4232.45 loss:-0.002331 fps:1668 +frame:6.75e+06 wall_t:4046 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.6788 +2026-01-07 15:55:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4242.70 total_reward_ma:4232.33 loss:-0.008622 fps:1669 +frame:6.76e+06 wall_t:4051 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7435 +2026-01-07 15:55:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4255.00 total_reward_ma:4232.42 loss:-0.007852 fps:1669 +frame:6.77e+06 wall_t:4057 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7206 +2026-01-07 15:55:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.50 total_reward_ma:4231.90 loss:-0.002637 fps:1669 +frame:6.78e+06 wall_t:4062 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7503 +2026-01-07 15:55:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4284.20 total_reward_ma:4231.55 loss:-0.009054 fps:1670 +frame:6.79e+06 wall_t:4067 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.6351 +2026-01-07 15:55:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.70 total_reward_ma:4230.94 loss:-0.00374 fps:1670 +frame:6.80e+06 wall_t:4072 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.6781 +2026-01-07 15:55:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4250.20 total_reward_ma:4230.88 loss:-0.007201 fps:1670 +frame:6.81e+06 wall_t:4078 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7454 +2026-01-07 15:55:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4210.20 total_reward_ma:4230.11 loss:-0.001987 fps:1670 +frame:6.82e+06 wall_t:4083 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7075 +2026-01-07 15:55:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4221.70 total_reward_ma:4229.46 loss:-0.00435 fps:1671 +frame:6.83e+06 wall_t:4088 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.6907 +2026-01-07 15:55:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4233.30 total_reward_ma:4229.12 loss:-0.004861 fps:1671 +frame:6.84e+06 wall_t:4093 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.637 +2026-01-07 15:56:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4251.80 total_reward_ma:4228.83 loss:0.001897 fps:1672 +frame:6.85e+06 wall_t:4098 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7009 +2026-01-07 15:56:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.10 total_reward_ma:4228.61 loss:-0.007135 fps:1672 +frame:6.86e+06 wall_t:4104 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.7441 +2026-01-07 15:56:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4168.20 total_reward_ma:4227.68 loss:-0.002403 fps:1672 +frame:6.87e+06 wall_t:4110 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.761 +2026-01-07 15:56:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4240.60 total_reward_ma:4227.76 loss:0.0009576 fps:1672 +frame:6.88e+06 wall_t:4115 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6687 +2026-01-07 15:56:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4264.60 total_reward_ma:4227.88 loss:0.001047 fps:1672 +frame:6.89e+06 wall_t:4120 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.6384 +2026-01-07 15:56:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.80 total_reward_ma:4227.87 loss:-0.00471 fps:1672 +frame:6.90e+06 wall_t:4127 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.6551 +2026-01-07 15:56:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.30 total_reward_ma:4228.17 loss:-0.006654 fps:1672 +frame:6.91e+06 wall_t:4132 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.6415 +2026-01-07 15:56:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4246.60 total_reward_ma:4228.08 loss:-0.007831 fps:1673 +frame:6.92e+06 wall_t:4137 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6924 +2026-01-07 15:56:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.40 total_reward_ma:4227.39 loss:-0.009252 fps:1673 +frame:6.93e+06 wall_t:4143 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7011 +2026-01-07 15:56:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4241.60 total_reward_ma:4227.79 loss:-0.004017 fps:1673 +frame:6.94e+06 wall_t:4149 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.774 +2026-01-07 15:56:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4276.40 total_reward_ma:4229.07 loss:-0.002426 fps:1673 +frame:6.95e+06 wall_t:4155 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6781 +2026-01-07 15:57:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4315.70 total_reward_ma:4230.22 loss:-0.007422 fps:1672 +frame:6.96e+06 wall_t:4162 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6961 +2026-01-07 15:57:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4318.40 total_reward_ma:4230.32 loss:-0.007534 fps:1673 +frame:6.97e+06 wall_t:4167 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.7833 +2026-01-07 15:57:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4265.40 total_reward_ma:4229.93 loss:-0.005162 fps:1672 +frame:6.98e+06 wall_t:4174 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6745 +2026-01-07 15:57:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.70 total_reward_ma:4229.80 loss:-0.009872 fps:1672 +frame:6.99e+06 wall_t:4180 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.8093 +2026-01-07 15:57:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4209.00 total_reward_ma:4229.70 loss:-0.006648 fps:1673 +frame:7.00e+06 wall_t:4185 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.7437 +2026-01-07 15:57:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.30 total_reward_ma:4230.06 loss:-0.001009 fps:1673 +frame:7.01e+06 wall_t:4191 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.6596 +2026-01-07 15:57:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.30 total_reward_ma:4230.42 loss:-0.008678 fps:1673 +frame:7.02e+06 wall_t:4197 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7064 +2026-01-07 15:57:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4283.60 total_reward_ma:4230.62 loss:-0.006712 fps:1673 +frame:7.03e+06 wall_t:4202 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.7674 +2026-01-07 15:57:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4368.80 total_reward_ma:4231.40 loss:-0.007742 fps:1673 +frame:7.04e+06 wall_t:4207 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5926 +2026-01-07 15:57:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4340.70 total_reward_ma:4231.68 loss:-0.005443 fps:1673 +frame:7.05e+06 wall_t:4213 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.7225 +2026-01-07 15:58:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4262.40 total_reward_ma:4231.36 loss:-0.002956 fps:1674 +frame:7.06e+06 wall_t:4218 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6644 +2026-01-07 15:58:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4179.90 total_reward_ma:4230.06 loss:-0.01118 fps:1674 +frame:7.07e+06 wall_t:4223 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.8107 +2026-01-07 15:58:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.50 total_reward_ma:4228.84 loss:-0.008547 fps:1674 +frame:7.08e+06 wall_t:4229 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.615 +2026-01-07 15:58:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4274.00 total_reward_ma:4229.10 loss:-0.005917 fps:1675 +frame:7.09e+06 wall_t:4234 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.6193 +2026-01-07 15:58:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4314.50 total_reward_ma:4229.48 loss:-0.003244 fps:1675 +frame:7.10e+06 wall_t:4239 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.6768 +2026-01-07 15:58:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4318.50 total_reward_ma:4230.28 loss:-0.01182 fps:1675 +frame:7.11e+06 wall_t:4245 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.8092 +2026-01-07 15:58:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4273.90 total_reward_ma:4230.80 loss:-0.005586 fps:1675 +frame:7.12e+06 wall_t:4250 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6608 +2026-01-07 15:58:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4303.10 total_reward_ma:4231.21 loss:-0.01072 fps:1676 +frame:7.13e+06 wall_t:4255 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.7803 +2026-01-07 15:58:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.10 total_reward_ma:4231.06 loss:-0.0009659 fps:1676 +frame:7.14e+06 wall_t:4261 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7045 +2026-01-07 15:58:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.70 total_reward_ma:4231.50 loss:-0.00369 fps:1676 +frame:7.15e+06 wall_t:4266 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6709 +2026-01-07 15:58:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.90 total_reward_ma:4231.43 loss:-0.004666 fps:1676 +frame:7.16e+06 wall_t:4272 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7369 +2026-01-07 15:58:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.90 total_reward_ma:4230.97 loss:-0.009116 fps:1676 +frame:7.17e+06 wall_t:4277 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7193 +2026-01-07 15:59:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4191.50 total_reward_ma:4230.08 loss:-0.003663 fps:1676 +frame:7.18e+06 wall_t:4283 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6483 +2026-01-07 15:59:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4222.60 total_reward_ma:4229.13 loss:-0.006805 fps:1676 +frame:7.19e+06 wall_t:4289 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.7236 +2026-01-07 15:59:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4207.10 total_reward_ma:4228.02 loss:-0.006119 fps:1676 +frame:7.20e+06 wall_t:4295 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.7274 +2026-01-07 15:59:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.20 total_reward_ma:4227.27 loss:-0.004225 fps:1676 +frame:7.21e+06 wall_t:4301 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.7715 +2026-01-07 15:59:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4210.70 total_reward_ma:4226.99 loss:-0.004744 fps:1677 +frame:7.22e+06 wall_t:4306 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6312 +2026-01-07 15:59:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4196.20 total_reward_ma:4226.88 loss:-0.004714 fps:1677 +frame:7.23e+06 wall_t:4312 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.748 +2026-01-07 15:59:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.60 total_reward_ma:4227.17 loss:0.01062 fps:1677 +frame:7.24e+06 wall_t:4317 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.6447 +2026-01-07 15:59:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4266.90 total_reward_ma:4227.86 loss:0.002811 fps:1677 +frame:7.25e+06 wall_t:4322 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7054 +2026-01-07 15:59:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.90 total_reward_ma:4228.47 loss:-0.004358 fps:1678 +frame:7.26e+06 wall_t:4327 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.6795 +2026-01-07 15:59:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4207.90 total_reward_ma:4228.61 loss:-0.002068 fps:1678 +frame:7.27e+06 wall_t:4333 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.7819 +2026-01-07 16:00:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4228.00 total_reward_ma:4228.83 loss:-0.007401 fps:1678 +frame:7.28e+06 wall_t:4338 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6623 +2026-01-07 16:00:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4187.50 total_reward_ma:4228.61 loss:-0.008086 fps:1678 +frame:7.29e+06 wall_t:4344 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.7138 +2026-01-07 16:00:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4208.50 total_reward_ma:4228.56 loss:-0.005666 fps:1679 +frame:7.30e+06 wall_t:4349 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.752 +2026-01-07 16:00:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.50 total_reward_ma:4228.02 loss:-0.002672 fps:1679 +frame:7.31e+06 wall_t:4355 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6537 +2026-01-07 16:00:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4258.70 total_reward_ma:4228.02 loss:-0.005754 fps:1679 +frame:7.32e+06 wall_t:4360 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.7121 +2026-01-07 16:00:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.40 total_reward_ma:4228.02 loss:-0.003527 fps:1678 +frame:7.33e+06 wall_t:4367 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6436 +2026-01-07 16:00:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4218.90 total_reward_ma:4227.65 loss:-0.008035 fps:1679 +frame:7.34e+06 wall_t:4372 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6867 +2026-01-07 16:00:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.40 total_reward_ma:4227.11 loss:-0.006521 fps:1679 +frame:7.35e+06 wall_t:4377 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.684 +2026-01-07 16:00:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4188.70 total_reward_ma:4226.55 loss:-0.007773 fps:1679 +frame:7.36e+06 wall_t:4383 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.6917 +2026-01-07 16:00:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4115.20 total_reward_ma:4225.51 loss:-0.005387 fps:1679 +frame:7.37e+06 wall_t:4389 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.711 +2026-01-07 16:00:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4105.00 total_reward_ma:4224.66 loss:-0.006699 fps:1679 +frame:7.38e+06 wall_t:4395 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6841 +2026-01-07 16:01:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.00 total_reward_ma:4224.85 loss:-0.009807 fps:1680 +frame:7.39e+06 wall_t:4400 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6936 +2026-01-07 16:01:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4227.70 total_reward_ma:4225.31 loss:-0.006442 fps:1680 +frame:7.40e+06 wall_t:4406 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.7226 +2026-01-07 16:01:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4162.90 total_reward_ma:4224.64 loss:-0.007144 fps:1680 +frame:7.41e+06 wall_t:4411 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.6944 +2026-01-07 16:01:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4142.30 total_reward_ma:4224.00 loss:-0.003553 fps:1680 +frame:7.42e+06 wall_t:4416 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6557 +2026-01-07 16:01:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.40 total_reward_ma:4223.83 loss:0.006653 fps:1681 +frame:7.43e+06 wall_t:4421 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.7008 +2026-01-07 16:01:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4123.70 total_reward_ma:4223.29 loss:-0.003381 fps:1681 +frame:7.44e+06 wall_t:4427 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.6838 +2026-01-07 16:01:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4137.20 total_reward_ma:4222.70 loss:-0.004349 fps:1681 +frame:7.45e+06 wall_t:4432 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.731 +2026-01-07 16:01:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4125.70 total_reward_ma:4221.31 loss:-0.002944 fps:1681 +frame:7.46e+06 wall_t:4437 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6545 +2026-01-07 16:01:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.00 total_reward_ma:4220.29 loss:-0.008209 fps:1681 +frame:7.47e+06 wall_t:4443 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6983 +2026-01-07 16:01:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4190.10 total_reward_ma:4219.95 loss:-0.009291 fps:1681 +frame:7.48e+06 wall_t:4449 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.6672 +2026-01-07 16:01:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.30 total_reward_ma:4220.14 loss:-0.006946 fps:1682 +frame:7.49e+06 wall_t:4454 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7647 +2026-01-07 16:02:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4239.40 total_reward_ma:4221.07 loss:-0.007144 fps:1682 +frame:7.50e+06 wall_t:4459 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6792 +2026-01-07 16:02:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.90 total_reward_ma:4221.50 loss:-0.0001761 fps:1682 +frame:7.51e+06 wall_t:4464 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.6262 +2026-01-07 16:02:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.70 total_reward_ma:4222.45 loss:-0.009479 fps:1683 +frame:7.52e+06 wall_t:4469 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7245 +2026-01-07 16:02:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.20 total_reward_ma:4222.88 loss:-0.004121 fps:1683 +frame:7.53e+06 wall_t:4475 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6178 +2026-01-07 16:02:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4128.70 total_reward_ma:4221.86 loss:-0.01046 fps:1683 +frame:7.54e+06 wall_t:4480 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.6981 +2026-01-07 16:02:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4137.50 total_reward_ma:4220.55 loss:-0.003815 fps:1683 +frame:7.55e+06 wall_t:4486 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6661 +2026-01-07 16:02:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.00 total_reward_ma:4220.05 loss:-0.00556 fps:1683 +frame:7.56e+06 wall_t:4491 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6983 +2026-01-07 16:02:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.70 total_reward_ma:4220.04 loss:-0.006618 fps:1684 +frame:7.57e+06 wall_t:4496 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.686 +2026-01-07 16:02:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.20 total_reward_ma:4220.43 loss:-0.007233 fps:1684 +frame:7.58e+06 wall_t:4502 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.72 +2026-01-07 16:02:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4129.40 total_reward_ma:4219.96 loss:-0.005148 fps:1684 +frame:7.59e+06 wall_t:4507 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.7195 +2026-01-07 16:02:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.00 total_reward_ma:4220.33 loss:0.005559 fps:1684 +frame:7.60e+06 wall_t:4512 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.7612 +2026-01-07 16:03:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4193.30 total_reward_ma:4220.56 loss:-0.006164 fps:1684 +frame:7.61e+06 wall_t:4518 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6599 +2026-01-07 16:03:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4201.10 total_reward_ma:4219.83 loss:-0.007625 fps:1685 +frame:7.62e+06 wall_t:4523 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6637 +2026-01-07 16:03:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.70 total_reward_ma:4220.14 loss:-0.006182 fps:1685 +frame:7.63e+06 wall_t:4528 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.697 +2026-01-07 16:03:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4218.20 total_reward_ma:4220.92 loss:-0.008683 fps:1685 +frame:7.64e+06 wall_t:4534 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6584 +2026-01-07 16:03:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.50 total_reward_ma:4221.57 loss:-0.003642 fps:1685 +frame:7.65e+06 wall_t:4539 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6748 +2026-01-07 16:03:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4222.20 total_reward_ma:4221.38 loss:-0.00367 fps:1685 +frame:7.66e+06 wall_t:4545 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6881 +2026-01-07 16:03:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.60 total_reward_ma:4221.16 loss:-0.003252 fps:1685 +frame:7.67e+06 wall_t:4551 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.7068 +2026-01-07 16:03:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.80 total_reward_ma:4220.32 loss:-0.001977 fps:1685 +frame:7.68e+06 wall_t:4557 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.7275 +2026-01-07 16:03:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.40 total_reward_ma:4220.55 loss:-0.007489 fps:1686 +frame:7.69e+06 wall_t:4562 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.817 +2026-01-07 16:03:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4276.20 total_reward_ma:4221.58 loss:0.005515 fps:1686 +frame:7.70e+06 wall_t:4567 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6947 +2026-01-07 16:03:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.70 total_reward_ma:4221.49 loss:-0.004249 fps:1686 +frame:7.71e+06 wall_t:4573 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.763 +2026-01-07 16:04:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.60 total_reward_ma:4220.20 loss:0.009222 fps:1686 +frame:7.72e+06 wall_t:4579 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6561 +2026-01-07 16:04:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4167.60 total_reward_ma:4218.58 loss:-0.006211 fps:1686 +frame:7.73e+06 wall_t:4584 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.5882 +2026-01-07 16:04:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4158.90 total_reward_ma:4217.32 loss:-0.004767 fps:1686 +frame:7.74e+06 wall_t:4590 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7272 +2026-01-07 16:04:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4188.20 total_reward_ma:4217.31 loss:-0.003607 fps:1687 +frame:7.75e+06 wall_t:4595 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6512 +2026-01-07 16:04:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.90 total_reward_ma:4216.67 loss:-0.006984 fps:1687 +frame:7.76e+06 wall_t:4600 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.6698 +2026-01-07 16:04:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4217.90 total_reward_ma:4216.30 loss:-0.0002345 fps:1687 +frame:7.77e+06 wall_t:4605 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.7186 +2026-01-07 16:04:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.40 total_reward_ma:4215.44 loss:-0.002995 fps:1687 +frame:7.78e+06 wall_t:4611 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.632 +2026-01-07 16:04:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4237.20 total_reward_ma:4214.97 loss:-0.007999 fps:1687 +frame:7.79e+06 wall_t:4617 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6523 +2026-01-07 16:04:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.00 total_reward_ma:4214.62 loss:-0.006327 fps:1688 +frame:7.80e+06 wall_t:4622 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7266 +2026-01-07 16:04:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4207.00 total_reward_ma:4214.19 loss:-0.002698 fps:1688 +frame:7.81e+06 wall_t:4628 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.713 +2026-01-07 16:04:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4169.40 total_reward_ma:4213.78 loss:-0.005341 fps:1688 +frame:7.82e+06 wall_t:4633 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.6691 +2026-01-07 16:05:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.10 total_reward_ma:4213.92 loss:-0.001319 fps:1688 +frame:7.83e+06 wall_t:4639 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.6365 +2026-01-07 16:05:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.10 total_reward_ma:4213.95 loss:-0.006999 fps:1688 +frame:7.84e+06 wall_t:4645 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7098 +2026-01-07 16:05:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4221.90 total_reward_ma:4213.65 loss:-0.005901 fps:1688 +frame:7.85e+06 wall_t:4651 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.6814 +2026-01-07 16:05:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.10 total_reward_ma:4212.92 loss:-0.004393 fps:1688 +frame:7.86e+06 wall_t:4656 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6468 +2026-01-07 16:05:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4154.60 total_reward_ma:4212.79 loss:-0.002378 fps:1688 +frame:7.87e+06 wall_t:4661 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7525 +2026-01-07 16:05:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.90 total_reward_ma:4211.96 loss:-0.009993 fps:1688 +frame:7.88e+06 wall_t:4667 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.7092 +2026-01-07 16:05:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.00 total_reward_ma:4211.28 loss:-0.007864 fps:1689 +frame:7.89e+06 wall_t:4672 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6907 +2026-01-07 16:05:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4240.50 total_reward_ma:4211.53 loss:-0.004658 fps:1689 +frame:7.90e+06 wall_t:4677 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7738 +2026-01-07 16:05:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.00 total_reward_ma:4211.38 loss:-0.005576 fps:1689 +frame:7.91e+06 wall_t:4683 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.6569 +2026-01-07 16:05:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4209.70 total_reward_ma:4211.01 loss:-0.002851 fps:1689 +frame:7.92e+06 wall_t:4688 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.7511 +2026-01-07 16:05:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.60 total_reward_ma:4211.12 loss:-0.004199 fps:1689 +frame:7.93e+06 wall_t:4694 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.7332 +2026-01-07 16:06:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.10 total_reward_ma:4211.45 loss:-0.0004485 fps:1690 +frame:7.94e+06 wall_t:4699 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6806 +2026-01-07 16:06:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4236.30 total_reward_ma:4211.05 loss:-0.002846 fps:1690 +frame:7.95e+06 wall_t:4704 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6639 +2026-01-07 16:06:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.80 total_reward_ma:4210.19 loss:-0.00925 fps:1690 +frame:7.96e+06 wall_t:4710 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6946 +2026-01-07 16:06:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.50 total_reward_ma:4208.96 loss:-0.0065 fps:1690 +frame:7.97e+06 wall_t:4715 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6746 +2026-01-07 16:06:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4240.40 total_reward_ma:4208.71 loss:-0.001761 fps:1690 +frame:7.98e+06 wall_t:4721 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.6449 +2026-01-07 16:06:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.80 total_reward_ma:4208.93 loss:-0.005457 fps:1691 +frame:7.99e+06 wall_t:4726 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.7071 +2026-01-07 16:06:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4259.10 total_reward_ma:4209.43 loss:-0.004829 fps:1691 +frame:8.00e+06 wall_t:4732 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6978 +2026-01-07 16:06:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.30 total_reward_ma:4209.43 loss:0.003144 fps:1691 +frame:8.01e+06 wall_t:4737 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.674 +2026-01-07 16:06:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.80 total_reward_ma:4208.75 loss:-0.008828 fps:1691 +frame:8.02e+06 wall_t:4743 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.7052 +2026-01-07 16:06:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4188.80 total_reward_ma:4207.81 loss:-0.007851 fps:1691 +frame:8.03e+06 wall_t:4748 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6944 +2026-01-07 16:06:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4251.30 total_reward_ma:4206.63 loss:0.00292 fps:1691 +frame:8.04e+06 wall_t:4754 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5901 +2026-01-07 16:07:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4242.40 total_reward_ma:4205.65 loss:-0.00946 fps:1692 +frame:8.05e+06 wall_t:4759 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.7818 +2026-01-07 16:07:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.40 total_reward_ma:4205.05 loss:-0.004014 fps:1692 +frame:8.06e+06 wall_t:4765 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6073 +2026-01-07 16:07:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4140.00 total_reward_ma:4204.65 loss:-0.005384 fps:1691 +frame:8.07e+06 wall_t:4771 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.7372 +2026-01-07 16:07:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.10 total_reward_ma:4204.53 loss:-0.005666 fps:1691 +frame:8.08e+06 wall_t:4777 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.7018 +2026-01-07 16:07:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.50 total_reward_ma:4203.78 loss:-0.007823 fps:1691 +frame:8.09e+06 wall_t:4783 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6379 +2026-01-07 16:07:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4249.60 total_reward_ma:4203.13 loss:-0.007293 fps:1691 +frame:8.10e+06 wall_t:4789 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6568 +2026-01-07 16:07:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.20 total_reward_ma:4202.33 loss:-0.002688 fps:1692 +frame:8.11e+06 wall_t:4794 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.7253 +2026-01-07 16:07:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4209.00 total_reward_ma:4201.68 loss:-0.008199 fps:1692 +frame:8.12e+06 wall_t:4799 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.7407 +2026-01-07 16:07:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4234.50 total_reward_ma:4200.99 loss:-0.008846 fps:1692 +frame:8.13e+06 wall_t:4805 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6958 +2026-01-07 16:07:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4245.00 total_reward_ma:4201.42 loss:-0.00172 fps:1692 +frame:8.14e+06 wall_t:4810 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.7248 +2026-01-07 16:07:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4188.10 total_reward_ma:4201.10 loss:-0.008147 fps:1692 +frame:8.15e+06 wall_t:4816 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.7869 +2026-01-07 16:08:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.60 total_reward_ma:4201.48 loss:-0.006717 fps:1693 +frame:8.16e+06 wall_t:4821 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6805 +2026-01-07 16:08:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4162.30 total_reward_ma:4201.06 loss:-0.00297 fps:1693 +frame:8.17e+06 wall_t:4826 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.725 +2026-01-07 16:08:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4176.90 total_reward_ma:4200.91 loss:0.002983 fps:1693 +frame:8.18e+06 wall_t:4832 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5954 +2026-01-07 16:08:20 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.90 total_reward_ma:4200.15 loss:-0.0009168 fps:1693 +frame:8.19e+06 wall_t:4837 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.6882 +2026-01-07 16:08:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4118.70 total_reward_ma:4199.27 loss:-0.005303 fps:1694 +frame:8.20e+06 wall_t:4842 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6899 +2026-01-07 16:08:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4130.70 total_reward_ma:4198.43 loss:-0.007414 fps:1693 +frame:8.21e+06 wall_t:4848 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7242 +2026-01-07 16:08:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4255.70 total_reward_ma:4198.88 loss:-0.007214 fps:1693 +frame:8.22e+06 wall_t:4854 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.7075 +2026-01-07 16:08:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4283.70 total_reward_ma:4199.76 loss:-0.00489 fps:1693 +frame:8.23e+06 wall_t:4860 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6164 +2026-01-07 16:08:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4284.50 total_reward_ma:4200.28 loss:-0.008629 fps:1694 +frame:8.24e+06 wall_t:4865 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.7142 +2026-01-07 16:08:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4237.20 total_reward_ma:4199.98 loss:-0.007391 fps:1693 +frame:8.25e+06 wall_t:4872 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.7164 +2026-01-07 16:09:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4262.40 total_reward_ma:4200.32 loss:-0.006575 fps:1693 +frame:8.26e+06 wall_t:4878 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6207 +2026-01-07 16:09:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.20 total_reward_ma:4200.72 loss:-0.007276 fps:1694 +frame:8.27e+06 wall_t:4883 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.7652 +2026-01-07 16:09:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4258.50 total_reward_ma:4201.02 loss:-0.005969 fps:1694 +frame:8.28e+06 wall_t:4888 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6589 +2026-01-07 16:09:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4221.00 total_reward_ma:4201.36 loss:-0.004802 fps:1694 +frame:8.29e+06 wall_t:4894 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6069 +2026-01-07 16:09:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4278.00 total_reward_ma:4202.05 loss:-0.01035 fps:1694 +frame:8.30e+06 wall_t:4900 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6597 +2026-01-07 16:09:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4278.00 total_reward_ma:4202.51 loss:-0.006375 fps:1694 +frame:8.31e+06 wall_t:4905 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.6988 +2026-01-07 16:09:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4240.20 total_reward_ma:4202.32 loss:0.008216 fps:1694 +frame:8.32e+06 wall_t:4911 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5946 +2026-01-07 16:09:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.70 total_reward_ma:4202.32 loss:-0.004941 fps:1694 +frame:8.33e+06 wall_t:4916 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6871 +2026-01-07 16:09:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4212.90 total_reward_ma:4202.26 loss:-0.001652 fps:1695 +frame:8.34e+06 wall_t:4921 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.6335 +2026-01-07 16:09:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4263.90 total_reward_ma:4202.99 loss:-0.006404 fps:1695 +frame:8.35e+06 wall_t:4927 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6659 +2026-01-07 16:09:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4349.90 total_reward_ma:4204.60 loss:-0.005337 fps:1694 +frame:8.36e+06 wall_t:4934 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.6902 +2026-01-07 16:10:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4289.50 total_reward_ma:4206.35 loss:-0.001936 fps:1695 +frame:8.37e+06 wall_t:4939 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5702 +2026-01-07 16:10:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.20 total_reward_ma:4207.84 loss:-0.00641 fps:1695 +frame:8.38e+06 wall_t:4945 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6747 +2026-01-07 16:10:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4275.70 total_reward_ma:4208.82 loss:0.01559 fps:1695 +frame:8.39e+06 wall_t:4951 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.6627 +2026-01-07 16:10:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.80 total_reward_ma:4208.74 loss:-0.005056 fps:1695 +frame:8.40e+06 wall_t:4957 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6123 +2026-01-07 16:10:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.50 total_reward_ma:4208.81 loss:-0.007038 fps:1695 +frame:8.41e+06 wall_t:4962 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7182 +2026-01-07 16:10:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4144.70 total_reward_ma:4208.84 loss:-0.004728 fps:1695 +frame:8.42e+06 wall_t:4967 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.6019 +2026-01-07 16:10:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4205.10 total_reward_ma:4209.37 loss:-3.247e-05 fps:1695 +frame:8.43e+06 wall_t:4973 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6186 +2026-01-07 16:10:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.60 total_reward_ma:4210.28 loss:0.006678 fps:1695 +frame:8.44e+06 wall_t:4979 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.7097 +2026-01-07 16:10:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4242.60 total_reward_ma:4211.34 loss:-0.007466 fps:1695 +frame:8.45e+06 wall_t:4984 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.6996 +2026-01-07 16:10:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4200.90 total_reward_ma:4212.09 loss:-0.006946 fps:1695 +frame:8.46e+06 wall_t:4990 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5907 +2026-01-07 16:10:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4179.70 total_reward_ma:4212.22 loss:-0.004282 fps:1695 +frame:8.47e+06 wall_t:4996 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6135 +2026-01-07 16:11:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4174.30 total_reward_ma:4212.06 loss:-0.00594 fps:1695 +frame:8.48e+06 wall_t:5003 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.6146 +2026-01-07 16:11:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4171.10 total_reward_ma:4211.62 loss:-0.005125 fps:1695 +frame:8.49e+06 wall_t:5008 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6505 +2026-01-07 16:11:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.40 total_reward_ma:4210.79 loss:-0.00819 fps:1695 +frame:8.50e+06 wall_t:5014 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.7488 +2026-01-07 16:11:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4174.60 total_reward_ma:4210.63 loss:-0.006009 fps:1695 +frame:8.51e+06 wall_t:5021 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6112 +2026-01-07 16:11:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4183.60 total_reward_ma:4210.44 loss:-0.006887 fps:1695 +frame:8.52e+06 wall_t:5027 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7486 +2026-01-07 16:11:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.50 total_reward_ma:4210.04 loss:-0.00608 fps:1695 +frame:8.53e+06 wall_t:5032 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6491 +2026-01-07 16:11:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4137.20 total_reward_ma:4210.13 loss:0.002497 fps:1695 +frame:8.54e+06 wall_t:5037 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6899 +2026-01-07 16:11:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4111.70 total_reward_ma:4209.87 loss:-0.006726 fps:1696 +frame:8.55e+06 wall_t:5042 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.6262 +2026-01-07 16:11:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.40 total_reward_ma:4209.55 loss:0.009928 fps:1696 +frame:8.56e+06 wall_t:5047 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5862 +2026-01-07 16:11:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4212.40 total_reward_ma:4209.68 loss:-0.005705 fps:1696 +frame:8.57e+06 wall_t:5053 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6615 +2026-01-07 16:12:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4141.40 total_reward_ma:4209.21 loss:-0.004869 fps:1696 +frame:8.58e+06 wall_t:5060 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6093 +2026-01-07 16:12:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4154.50 total_reward_ma:4209.46 loss:-0.007662 fps:1696 +frame:8.59e+06 wall_t:5066 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.6846 +2026-01-07 16:12:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.70 total_reward_ma:4209.79 loss:-0.002958 fps:1696 +frame:8.60e+06 wall_t:5072 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6497 +2026-01-07 16:12:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.20 total_reward_ma:4210.18 loss:-0.00141 fps:1696 +frame:8.61e+06 wall_t:5077 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5763 +2026-01-07 16:12:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4191.70 total_reward_ma:4210.09 loss:-0.002155 fps:1696 +frame:8.62e+06 wall_t:5082 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5929 +2026-01-07 16:12:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.20 total_reward_ma:4209.44 loss:-0.005754 fps:1696 +frame:8.63e+06 wall_t:5088 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.682 +2026-01-07 16:12:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.20 total_reward_ma:4209.04 loss:-0.005979 fps:1696 +frame:8.64e+06 wall_t:5094 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.6479 +2026-01-07 16:12:42 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.90 total_reward_ma:4208.96 loss:-0.004243 fps:1696 +frame:8.65e+06 wall_t:5100 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6865 +2026-01-07 16:12:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4231.10 total_reward_ma:4209.05 loss:-0.007314 fps:1696 +frame:8.66e+06 wall_t:5105 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6781 +2026-01-07 16:12:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4197.80 total_reward_ma:4208.54 loss:-0.004633 fps:1696 +frame:8.67e+06 wall_t:5111 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.6362 +2026-01-07 16:12:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.80 total_reward_ma:4209.08 loss:-0.006673 fps:1697 +frame:8.68e+06 wall_t:5116 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6717 +2026-01-07 16:13:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4219.40 total_reward_ma:4209.49 loss:-0.002172 fps:1697 +frame:8.69e+06 wall_t:5122 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6634 +2026-01-07 16:13:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.20 total_reward_ma:4208.43 loss:-0.00504 fps:1697 +frame:8.70e+06 wall_t:5128 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.7257 +2026-01-07 16:13:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4172.00 total_reward_ma:4207.60 loss:-0.00913 fps:1697 +frame:8.71e+06 wall_t:5134 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.6879 +2026-01-07 16:13:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.60 total_reward_ma:4207.17 loss:-0.0005204 fps:1696 +frame:8.72e+06 wall_t:5140 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6247 +2026-01-07 16:13:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4185.00 total_reward_ma:4207.34 loss:-0.009451 fps:1696 +frame:8.73e+06 wall_t:5146 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.7463 +2026-01-07 16:13:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4250.50 total_reward_ma:4208.26 loss:-0.008094 fps:1697 +frame:8.74e+06 wall_t:5151 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.652 +2026-01-07 16:13:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4257.00 total_reward_ma:4208.95 loss:-0.001011 fps:1697 +frame:8.75e+06 wall_t:5157 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.6308 +2026-01-07 16:13:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.00 total_reward_ma:4209.45 loss:-0.002791 fps:1697 +frame:8.76e+06 wall_t:5162 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.6585 +2026-01-07 16:13:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.00 total_reward_ma:4209.42 loss:-0.0005718 fps:1697 +frame:8.77e+06 wall_t:5168 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.7192 +2026-01-07 16:13:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4235.50 total_reward_ma:4209.88 loss:-0.003398 fps:1697 +frame:8.78e+06 wall_t:5173 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6184 +2026-01-07 16:14:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4207.50 total_reward_ma:4209.58 loss:-0.005699 fps:1698 +frame:8.79e+06 wall_t:5178 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6222 +2026-01-07 16:14:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4203.50 total_reward_ma:4209.58 loss:-0.006098 fps:1698 +frame:8.80e+06 wall_t:5183 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.7571 +2026-01-07 16:14:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4208.70 total_reward_ma:4209.60 loss:-0.002607 fps:1698 +frame:8.81e+06 wall_t:5189 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.7286 +2026-01-07 16:14:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4162.70 total_reward_ma:4209.53 loss:-0.002784 fps:1698 +frame:8.82e+06 wall_t:5194 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6228 +2026-01-07 16:14:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4158.40 total_reward_ma:4208.75 loss:-0.00694 fps:1698 +frame:8.83e+06 wall_t:5200 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6959 +2026-01-07 16:14:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4171.70 total_reward_ma:4208.11 loss:-0.005098 fps:1698 +frame:8.84e+06 wall_t:5205 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.674 +2026-01-07 16:14:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.00 total_reward_ma:4207.87 loss:-0.005035 fps:1698 +frame:8.85e+06 wall_t:5211 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.7313 +2026-01-07 16:14:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.50 total_reward_ma:4208.40 loss:-0.006041 fps:1699 +frame:8.86e+06 wall_t:5216 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7299 +2026-01-07 16:14:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4196.70 total_reward_ma:4208.82 loss:-0.006125 fps:1699 +frame:8.87e+06 wall_t:5222 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.6646 +2026-01-07 16:14:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4157.40 total_reward_ma:4208.82 loss:-0.006521 fps:1699 +frame:8.88e+06 wall_t:5227 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6281 +2026-01-07 16:14:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4201.60 total_reward_ma:4208.87 loss:0.001892 fps:1699 +frame:8.89e+06 wall_t:5232 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7476 +2026-01-07 16:15:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4192.30 total_reward_ma:4208.38 loss:-0.006346 fps:1699 +frame:8.90e+06 wall_t:5238 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6841 +2026-01-07 16:15:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.70 total_reward_ma:4208.34 loss:0.01233 fps:1699 +frame:8.91e+06 wall_t:5244 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6613 +2026-01-07 16:15:12 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4175.40 total_reward_ma:4208.00 loss:-0.0001847 fps:1699 +frame:8.92e+06 wall_t:5250 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.6143 +2026-01-07 16:15:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4166.50 total_reward_ma:4207.31 loss:-0.006364 fps:1699 +frame:8.93e+06 wall_t:5256 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.7315 +2026-01-07 16:15:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4165.70 total_reward_ma:4206.21 loss:0.0006767 fps:1699 +frame:8.94e+06 wall_t:5262 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.7335 +2026-01-07 16:15:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4156.90 total_reward_ma:4205.42 loss:-0.005046 fps:1699 +frame:8.95e+06 wall_t:5267 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.72 +2026-01-07 16:15:36 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4138.40 total_reward_ma:4204.50 loss:-0.002594 fps:1699 +frame:8.96e+06 wall_t:5273 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.649 +2026-01-07 16:15:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4124.00 total_reward_ma:4203.80 loss:-0.003069 fps:1700 +frame:8.97e+06 wall_t:5278 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.7179 +2026-01-07 16:15:46 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4149.00 total_reward_ma:4202.89 loss:-0.002815 fps:1700 +frame:8.98e+06 wall_t:5283 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.6903 +2026-01-07 16:15:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4131.20 total_reward_ma:4201.65 loss:-0.005785 fps:1700 +frame:8.99e+06 wall_t:5289 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.7678 +2026-01-07 16:15:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4152.00 total_reward_ma:4200.58 loss:-0.004937 fps:1700 +frame:9.00e+06 wall_t:5294 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6593 +2026-01-07 16:16:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4191.00 total_reward_ma:4200.49 loss:-0.005612 fps:1700 +frame:9.01e+06 wall_t:5300 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.7391 +2026-01-07 16:16:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.10 total_reward_ma:4200.57 loss:0.009216 fps:1700 +frame:9.02e+06 wall_t:5305 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.584 +2026-01-07 16:16:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.10 total_reward_ma:4201.00 loss:-0.003083 fps:1700 +frame:9.03e+06 wall_t:5311 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5668 +2026-01-07 16:16:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4242.40 total_reward_ma:4200.91 loss:-0.003903 fps:1701 +frame:9.04e+06 wall_t:5316 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.6473 +2026-01-07 16:16:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4225.30 total_reward_ma:4200.74 loss:-0.001047 fps:1701 +frame:9.05e+06 wall_t:5321 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.6414 +2026-01-07 16:16:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4155.80 total_reward_ma:4200.28 loss:0.009637 fps:1701 +frame:9.06e+06 wall_t:5327 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.6258 +2026-01-07 16:16:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4194.30 total_reward_ma:4200.82 loss:-0.002255 fps:1701 +frame:9.07e+06 wall_t:5333 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6421 +2026-01-07 16:16:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.90 total_reward_ma:4201.42 loss:-0.003668 fps:1701 +frame:9.08e+06 wall_t:5338 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.6862 +2026-01-07 16:16:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.50 total_reward_ma:4201.48 loss:-0.00412 fps:1701 +frame:9.09e+06 wall_t:5344 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7273 +2026-01-07 16:16:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.00 total_reward_ma:4201.30 loss:-0.009538 fps:1701 +frame:9.10e+06 wall_t:5350 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.7065 +2026-01-07 16:16:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.70 total_reward_ma:4201.07 loss:0.007467 fps:1701 +frame:9.11e+06 wall_t:5355 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.5588 +2026-01-07 16:17:03 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4161.40 total_reward_ma:4200.59 loss:-0.005696 fps:1701 +frame:9.12e+06 wall_t:5360 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.7357 +2026-01-07 16:17:08 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4118.40 total_reward_ma:4199.43 loss:-0.006587 fps:1702 +frame:9.13e+06 wall_t:5365 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7052 +2026-01-07 16:17:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4153.60 total_reward_ma:4198.51 loss:-0.003818 fps:1702 +frame:9.14e+06 wall_t:5370 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6847 +2026-01-07 16:17:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4229.10 total_reward_ma:4198.92 loss:-0.001508 fps:1702 +frame:9.15e+06 wall_t:5376 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.7314 +2026-01-07 16:17:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4221.20 total_reward_ma:4199.16 loss:-0.003479 fps:1702 +frame:9.16e+06 wall_t:5381 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.6792 +2026-01-07 16:17:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.70 total_reward_ma:4199.52 loss:-0.004498 fps:1702 +frame:9.17e+06 wall_t:5387 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6567 +2026-01-07 16:17:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4177.00 total_reward_ma:4199.53 loss:-0.006174 fps:1703 +frame:9.18e+06 wall_t:5392 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.7125 +2026-01-07 16:17:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4244.00 total_reward_ma:4200.50 loss:-0.004889 fps:1703 +frame:9.19e+06 wall_t:5397 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.7286 +2026-01-07 16:17:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4264.50 total_reward_ma:4201.96 loss:-0.004435 fps:1703 +frame:9.20e+06 wall_t:5403 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.6798 +2026-01-07 16:17:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4254.00 total_reward_ma:4203.19 loss:-0.003282 fps:1703 +frame:9.21e+06 wall_t:5408 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.6795 +2026-01-07 16:17:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4256.00 total_reward_ma:4203.19 loss:-0.003474 fps:1703 +frame:9.22e+06 wall_t:5413 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.74 +2026-01-07 16:18:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4195.90 total_reward_ma:4202.31 loss:-0.001303 fps:1704 +frame:9.23e+06 wall_t:5418 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6548 +2026-01-07 16:18:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4192.40 total_reward_ma:4201.39 loss:-0.006201 fps:1704 +frame:9.24e+06 wall_t:5423 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.7882 +2026-01-07 16:18:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4181.50 total_reward_ma:4200.84 loss:-0.005735 fps:1704 +frame:9.25e+06 wall_t:5429 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6195 +2026-01-07 16:18:17 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4238.00 total_reward_ma:4200.59 loss:-0.006074 fps:1704 +frame:9.26e+06 wall_t:5434 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.7736 +2026-01-07 16:18:22 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4253.70 total_reward_ma:4200.65 loss:-0.001289 fps:1704 +frame:9.27e+06 wall_t:5439 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.6814 +2026-01-07 16:18:27 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.70 total_reward_ma:4200.55 loss:-0.003653 fps:1704 +frame:9.28e+06 wall_t:5445 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6079 +2026-01-07 16:18:33 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4225.70 total_reward_ma:4200.59 loss:-0.004846 fps:1705 +frame:9.29e+06 wall_t:5450 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6824 +2026-01-07 16:18:38 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4249.70 total_reward_ma:4200.31 loss:-0.006194 fps:1705 +frame:9.30e+06 wall_t:5455 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.662 +2026-01-07 16:18:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4169.50 total_reward_ma:4199.23 loss:-0.002192 fps:1705 +frame:9.31e+06 wall_t:5461 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6038 +2026-01-07 16:18:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4119.00 total_reward_ma:4198.01 loss:-0.001787 fps:1705 +frame:9.32e+06 wall_t:5467 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6054 +2026-01-07 16:18:55 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4065.50 total_reward_ma:4196.31 loss:-0.006191 fps:1705 +frame:9.33e+06 wall_t:5472 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.6804 +2026-01-07 16:19:00 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.00 total_reward_ma:4195.98 loss:0.000255 fps:1705 +frame:9.34e+06 wall_t:5478 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6349 +2026-01-07 16:19:06 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4263.00 total_reward_ma:4195.98 loss:-0.005843 fps:1705 +frame:9.35e+06 wall_t:5483 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.7719 +2026-01-07 16:19:11 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4256.20 total_reward_ma:4195.04 loss:-0.004486 fps:1706 +frame:9.36e+06 wall_t:5488 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.613 +2026-01-07 16:19:16 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4209.40 total_reward_ma:4194.24 loss:-0.005828 fps:1705 +frame:9.37e+06 wall_t:5494 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.7523 +2026-01-07 16:19:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4211.40 total_reward_ma:4193.81 loss:-0.00488 fps:1706 +frame:9.38e+06 wall_t:5499 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6637 +2026-01-07 16:19:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4186.40 total_reward_ma:4192.92 loss:-0.0014 fps:1706 +frame:9.39e+06 wall_t:5504 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.7035 +2026-01-07 16:19:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4185.90 total_reward_ma:4192.58 loss:-0.006766 fps:1706 +frame:9.40e+06 wall_t:5509 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.749 +2026-01-07 16:19:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4180.20 total_reward_ma:4192.67 loss:-0.002442 fps:1706 +frame:9.41e+06 wall_t:5515 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6301 +2026-01-07 16:19:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4117.50 total_reward_ma:4192.40 loss:-0.002624 fps:1706 +frame:9.42e+06 wall_t:5521 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6246 +2026-01-07 16:19:49 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4148.00 total_reward_ma:4191.83 loss:-0.007352 fps:1706 +frame:9.43e+06 wall_t:5526 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.696 +2026-01-07 16:19:54 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4165.70 total_reward_ma:4191.34 loss:-0.001016 fps:1706 +frame:9.44e+06 wall_t:5532 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6792 +2026-01-07 16:19:59 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4186.70 total_reward_ma:4190.78 loss:-0.007098 fps:1707 +frame:9.45e+06 wall_t:5537 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.7557 +2026-01-07 16:20:05 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4168.50 total_reward_ma:4190.46 loss:-0.001977 fps:1707 +frame:9.46e+06 wall_t:5542 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.655 +2026-01-07 16:20:10 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4216.50 total_reward_ma:4190.83 loss:0.004182 fps:1707 +frame:9.47e+06 wall_t:5548 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.7302 +2026-01-07 16:20:15 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4185.70 total_reward_ma:4190.94 loss:-0.003731 fps:1707 +frame:9.48e+06 wall_t:5553 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6966 +2026-01-07 16:20:21 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4215.20 total_reward_ma:4191.38 loss:-0.008422 fps:1707 +frame:9.49e+06 wall_t:5558 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.723 +2026-01-07 16:20:26 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4261.50 total_reward_ma:4192.43 loss:-0.001969 fps:1707 +frame:9.50e+06 wall_t:5564 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.6541 +2026-01-07 16:20:32 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4239.70 total_reward_ma:4193.08 loss:-0.005974 fps:1708 +frame:9.51e+06 wall_t:5569 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7025 +2026-01-07 16:20:37 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.20 total_reward_ma:4193.45 loss:-0.0002394 fps:1708 +frame:9.52e+06 wall_t:5575 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6635 +2026-01-07 16:20:43 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4206.50 total_reward_ma:4193.94 loss:-0.002539 fps:1708 +frame:9.53e+06 wall_t:5580 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6875 +2026-01-07 16:20:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4239.00 total_reward_ma:4194.96 loss:-0.001933 fps:1708 +frame:9.54e+06 wall_t:5586 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.7764 +2026-01-07 16:20:53 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.00 total_reward_ma:4195.86 loss:-0.004164 fps:1708 +frame:9.55e+06 wall_t:5591 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6779 +2026-01-07 16:20:58 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.00 total_reward_ma:4196.45 loss:-0.001103 fps:1708 +frame:9.56e+06 wall_t:5596 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5874 +2026-01-07 16:21:04 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4248.70 total_reward_ma:4196.81 loss:0.002961 fps:1709 +frame:9.57e+06 wall_t:5601 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.7131 +2026-01-07 16:21:09 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4213.70 total_reward_ma:4197.53 loss:-0.004879 fps:1709 +frame:9.58e+06 wall_t:5606 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.7545 +2026-01-07 16:21:14 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4214.90 total_reward_ma:4198.14 loss:-0.0009367 fps:1709 +frame:9.59e+06 wall_t:5612 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6358 +2026-01-07 16:21:19 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4222.70 total_reward_ma:4198.42 loss:-0.004804 fps:1709 +frame:9.60e+06 wall_t:5617 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.7899 +2026-01-07 16:21:25 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4213.00 total_reward_ma:4198.22 loss:-0.002861 fps:1709 +frame:9.61e+06 wall_t:5622 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.686 +2026-01-07 16:21:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4125.50 total_reward_ma:4197.56 loss:-4.33e-05 fps:1710 +frame:9.62e+06 wall_t:5627 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6885 +2026-01-07 16:21:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4136.00 total_reward_ma:4197.36 loss:-0.005816 fps:1710 +frame:9.63e+06 wall_t:5633 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6754 +2026-01-07 16:21:40 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4158.90 total_reward_ma:4197.17 loss:0.004213 fps:1710 +frame:9.64e+06 wall_t:5638 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.7013 +2026-01-07 16:21:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4198.10 total_reward_ma:4196.85 loss:-0.003035 fps:1710 +frame:9.65e+06 wall_t:5643 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.7448 +2026-01-07 16:21:51 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4182.00 total_reward_ma:4196.36 loss:-0.00389 fps:1710 +frame:9.66e+06 wall_t:5648 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.6252 +2026-01-07 16:21:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4148.10 total_reward_ma:4195.86 loss:-0.003495 fps:1710 +frame:9.67e+06 wall_t:5654 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6939 +2026-01-07 16:22:02 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.20 total_reward_ma:4195.17 loss:-0.004018 fps:1711 +frame:9.68e+06 wall_t:5659 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7258 +2026-01-07 16:22:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4132.70 total_reward_ma:4194.30 loss:-0.003825 fps:1711 +frame:9.69e+06 wall_t:5665 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6452 +2026-01-07 16:22:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4189.00 total_reward_ma:4194.49 loss:-0.00296 fps:1711 +frame:9.70e+06 wall_t:5670 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.632 +2026-01-07 16:22:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4204.00 total_reward_ma:4194.81 loss:-0.00386 fps:1711 +frame:9.71e+06 wall_t:5675 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.7493 +2026-01-07 16:22:23 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4232.50 total_reward_ma:4195.56 loss:-0.004412 fps:1711 +frame:9.72e+06 wall_t:5681 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6667 +2026-01-07 16:22:28 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.00 total_reward_ma:4195.22 loss:-0.002818 fps:1711 +frame:9.73e+06 wall_t:5686 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6404 +2026-01-07 16:22:34 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4159.50 total_reward_ma:4194.31 loss:-0.003629 fps:1711 +frame:9.74e+06 wall_t:5691 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7083 +2026-01-07 16:22:39 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4124.50 total_reward_ma:4192.98 loss:-0.001774 fps:1712 +frame:9.75e+06 wall_t:5696 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.7178 +2026-01-07 16:22:45 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4170.50 total_reward_ma:4192.40 loss:-0.0001201 fps:1712 +frame:9.76e+06 wall_t:5702 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6801 +2026-01-07 16:22:50 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4141.80 total_reward_ma:4191.66 loss:-0.001408 fps:1712 +frame:9.77e+06 wall_t:5708 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.7551 +2026-01-07 16:22:56 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4149.80 total_reward_ma:4190.81 loss:-0.003276 fps:1712 +frame:9.78e+06 wall_t:5713 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.6752 +2026-01-07 16:23:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4142.50 total_reward_ma:4190.16 loss:-0.001456 fps:1712 +frame:9.79e+06 wall_t:5719 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.7178 +2026-01-07 16:23:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4136.70 total_reward_ma:4189.49 loss:-0.00192 fps:1712 +frame:9.80e+06 wall_t:5724 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.7527 +2026-01-07 16:23:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4220.70 total_reward_ma:4189.61 loss:-0.005218 fps:1712 +frame:9.81e+06 wall_t:5730 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.7721 +2026-01-07 16:23:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4224.70 total_reward_ma:4190.23 loss:-0.004292 fps:1712 +frame:9.82e+06 wall_t:5736 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.7002 +2026-01-07 16:23:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4202.20 total_reward_ma:4190.67 loss:0.0003569 fps:1712 +frame:9.83e+06 wall_t:5741 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.7178 +2026-01-07 16:23:29 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4153.00 total_reward_ma:4190.48 loss:-0.001926 fps:1712 +frame:9.84e+06 wall_t:5747 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.7493 +2026-01-07 16:23:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4121.50 total_reward_ma:4189.71 loss:-0.001054 fps:1712 +frame:9.85e+06 wall_t:5752 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6863 +2026-01-07 16:23:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4138.50 total_reward_ma:4189.06 loss:0.004255 fps:1712 +frame:9.86e+06 wall_t:5759 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7446 +2026-01-07 16:23:47 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4195.00 total_reward_ma:4189.04 loss:-0.001038 fps:1712 +frame:9.87e+06 wall_t:5764 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6505 +2026-01-07 16:23:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4178.00 total_reward_ma:4189.24 loss:-0.001883 fps:1713 +frame:9.88e+06 wall_t:5769 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6633 +2026-01-07 16:23:57 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4115.50 total_reward_ma:4188.38 loss:0.0002159 fps:1713 +frame:9.89e+06 wall_t:5774 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.7054 +2026-01-07 16:24:01 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4146.50 total_reward_ma:4187.92 loss:-0.003803 fps:1713 +frame:9.90e+06 wall_t:5779 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6715 +2026-01-07 16:24:07 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4150.70 total_reward_ma:4187.27 loss:0.005379 fps:1713 +frame:9.91e+06 wall_t:5784 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.639 +2026-01-07 16:24:13 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4169.70 total_reward_ma:4187.22 loss:0.0008681 fps:1713 +frame:9.92e+06 wall_t:5790 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6119 +2026-01-07 16:24:18 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4127.20 total_reward_ma:4186.82 loss:-0.003931 fps:1713 +frame:9.93e+06 wall_t:5796 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7109 +2026-01-07 16:24:24 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4151.50 total_reward_ma:4186.68 loss:-0.0003822 fps:1713 +frame:9.94e+06 wall_t:5801 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6984 +2026-01-07 16:24:30 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4114.00 total_reward_ma:4186.25 loss:-0.002702 fps:1713 +frame:9.95e+06 wall_t:5807 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.7271 +2026-01-07 16:24:35 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4154.00 total_reward_ma:4186.41 loss:-0.0003667 fps:1713 +frame:9.96e+06 wall_t:5813 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6111 +2026-01-07 16:24:41 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4211.00 total_reward_ma:4187.28 loss:-0.002019 fps:1714 +frame:9.97e+06 wall_t:5818 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.76 +2026-01-07 16:24:44 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4184.50 total_reward_ma:4187.63 loss:-0.0006575 fps:1714 +frame:9.98e+06 wall_t:5822 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.7533 +2026-01-07 16:24:48 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4173.50 total_reward_ma:4188.06 loss:-0.004708 fps:1715 +frame:9.99e+06 wall_t:5825 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.7783 +2026-01-07 16:24:52 | INFO | PID:1383 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_carnival_t0_s3 [train] +total_reward:4201.00 total_reward_ma:4188.55 loss:0.001712 fps:1716 +frame:1.00e+07 wall_t:5829 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.6292 +2026-01-07 16:24:52 | INFO | PID:1383 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_spec.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..9f7913a20eef080edf8fa2d0b15ae1b0810a7439 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Carnival-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_07_144738", + "prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam70_carnival_2026_01_07_144738", + "graph_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/graph/ppo_atari_lam70_carnival_t0", + "info_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0", + "log_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0", + "model_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/model/ppo_atari_lam70_carnival_t0" + }, + "name": "ppo_atari_lam70_carnival" +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_spec.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..9f7913a20eef080edf8fa2d0b15ae1b0810a7439 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Carnival-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_07_144738", + "prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam70_carnival_2026_01_07_144738", + "graph_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/graph/ppo_atari_lam70_carnival_t0", + "info_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/info/ppo_atari_lam70_carnival_t0", + "log_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/log/ppo_atari_lam70_carnival_t0", + "model_prepath": "data/ppo_atari_lam70_carnival_2026_01_07_144738/model/ppo_atari_lam70_carnival_t0" + }, + "name": "ppo_atari_lam70_carnival" +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..a67a1ec85e3e7bd4abfced1bf4637012c10bd275 --- /dev/null +++ b/data/ppo_atari_lam70_carnival_2026_01_07_144738/ppo_atari_lam70_carnival_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 3967.25, + "strength": 2957.534423828125, + "max_strength": 3437.400146484375, + "final_strength": 3211.033203125, + "sample_efficiency": 2.829513050528476e-07, + "training_efficiency": 1.8139935491490178e-05, + "stability": 0.9949826598167419, + "consistency": 0.8515690565109253 +} \ No newline at end of file