Upload folder using huggingface_hub

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_df_eval.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+0.0,0.0,-18.22534,84.033615,10000.0,119.0,625.0,,1689.0,0.0003,0.63066447
+356.25,178.125,-27.049864,100.0,20000.0,200.0,1250.0,,3564.0,0.0003,0.40328863
+312.0,222.75,-31.539026,106.761566,30000.0,281.0,1875.0,,5439.0,0.0003,0.26411977
+434.2857,275.6339,-32.773598,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17443977
+442.5532,309.01776,-33.466976,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.11562597
+455.17242,333.37686,-31.366827,113.63636,60000.0,528.0,3750.0,,11064.0,0.0003,0.076840684
+462.68655,351.84967,-30.288198,114.7541,70000.0,610.0,4375.0,,12939.0,0.0003,0.051186938
+457.5,365.05597,-27.780838,115.60693,80000.0,692.0,5000.0,,14814.0,0.0003,0.034197174
+452.27274,374.7467,-26.79803,116.129036,90000.0,775.0,5625.0,,16689.0,0.0003,0.022944713
+476.0,384.87204,-24.445309,116.68611,100000.0,857.0,6250.0,,18564.0,0.0003,0.0154605135
+511.0,396.33826,-22.84651,117.02128,110000.0,940.0,6875.0,,20439.0,0.0003,0.010553083
+635.0,416.2267,-20.724031,117.41683,120000.0,1022.0,7500.0,,22314.0,0.0003,0.0074259914
+709.0,438.74774,-19.330643,117.753624,130000.0,1104.0,8125.0,,24189.0,0.0003,0.006737947
+728.0,459.40863,-17.420446,118.14346,140000.0,1185.0,8750.0,,26064.0,0.0003,0.006737947
+797.0,481.9147,-16.371193,118.29653,150000.0,1268.0,9375.0,,27939.0,0.0003,0.006737947
+885.0,507.10754,-14.773683,118.51852,160000.0,1350.0,10000.0,,29814.0,0.0003,0.006737947
+953.0,533.3365,-13.825348,118.63224,170000.0,1433.0,10625.0,,31689.0,0.0003,0.006737947
+1058.0,562.4845,-12.458446,118.73351,180000.0,1516.0,11250.0,,33564.0,0.0003,0.006737947
+1170.0,594.459,-11.752698,118.89862,190000.0,1598.0,11875.0,,35439.0,0.0003,0.006737947
+1240.0,626.736,-10.737506,119.04762,200000.0,1680.0,12500.0,,37314.0,0.0003,0.006751197
+1421.0,664.5581,-9.915893,119.18275,210000.0,1762.0,13125.0,,39189.0,0.0003,0.0072361627
+1557.0,705.12366,-9.324222,119.37059,220000.0,1843.0,13750.0,,41064.0,0.0003,0.008384115
+1623.0,745.0313,-8.647379,119.41849,230000.0,1926.0,14375.0,,42939.0,0.0003,0.011413771
+1952.0,795.3217,-8.5159025,119.52191,240000.0,2008.0,15000.0,,44814.0,0.0003,0.014544107
+2097.0,847.38885,-7.9277787,119.617226,250000.0,2090.0,15625.0,,46689.0,0.0003,0.016666181
+2390.0,906.72003,-7.762277,119.65025,260000.0,2173.0,16250.0,,48564.0,0.0003,0.01655575
+3069.0,986.80444,-7.654386,119.78705,270000.0,2254.0,16875.0,,50439.0,0.0003,0.015372835
+3427.0,1073.9543,-8.26647,119.81172,280000.0,2337.0,17500.0,,52314.0,0.0003,0.0155616645
+3889.0,1171.0248,-8.4888,119.88425,290000.0,2419.0,18125.0,,54189.0,0.0003,0.0174648
+4545.0,1283.4906,-8.305135,119.95202,300000.0,2501.0,18750.0,,56064.0,0.0003,0.01935779
+5159.0,1408.5071,-8.565301,120.01549,310000.0,2583.0,19375.0,,57939.0,0.0003,0.020279298
+5392.0,1532.9913,-8.625022,120.12012,320000.0,2664.0,20000.0,,59814.0,0.0003,0.020450931
+6210.0,1674.7189,-8.850087,120.13105,330000.0,2747.0,20625.0,,61689.0,0.0003,0.01976398
+7119.0,1834.8447,-8.431784,120.18381,340000.0,2829.0,21250.0,,63564.0,0.0003,0.022108385
+7296.0,1990.8777,-8.777954,120.27492,350000.0,2910.0,21875.0,,65439.0,0.0003,0.023857657
+7532.0,2144.7979,-9.193458,120.361084,360000.0,2991.0,22500.0,,67314.0,0.0003,0.022320982
+8555.0,2318.0464,-9.306439,120.44271,370000.0,3072.0,23125.0,,69189.0,0.0003,0.021249224
+9324.0,2502.4136,-9.384556,120.481926,380000.0,3154.0,23750.0,,71064.0,0.0003,0.021015598
+9869.0,2691.3005,-8.961878,120.481926,390000.0,3237.0,24375.0,,72939.0,0.0003,0.01997248
+10076.0,2875.918,-9.140483,120.55455,400000.0,3318.0,25000.0,,74814.0,0.0003,0.019749125
+10844.0,3070.2615,-9.167529,120.588234,410000.0,3400.0,25625.0,,76689.0,0.0003,0.01916375
+11575.0,3272.7551,-9.14587,120.62033,420000.0,3482.0,26250.0,,78564.0,0.0003,0.01812071
+11703.0,3468.8074,-9.026951,120.650955,430000.0,3564.0,26875.0,,80439.0,0.0003,0.018160796
+12005.0,3662.8118,-9.343402,120.7133,440000.0,3645.0,27500.0,,82314.0,0.0003,0.018185658
+12896.0,3867.9937,-9.373696,120.74054,450000.0,3727.0,28125.0,,84189.0,0.0003,0.017072443
+13624.0,4080.0808,-8.901132,120.79832,460000.0,3808.0,28750.0,,86064.0,0.0003,0.016716147
+14657.0,4305.1216,-9.5458145,120.822624,470000.0,3890.0,29375.0,,87939.0,0.0003,0.016814774
+14746.0,4522.64,-9.388732,120.815506,480000.0,3973.0,30000.0,,89814.0,0.0003,0.015892375
+14867.0,4733.7495,-9.201058,120.83847,490000.0,4055.0,30625.0,,91689.0,0.0003,0.01657041
+15313.0,4945.3345,-9.244294,120.86053,500000.0,4137.0,31250.0,,93564.0,0.0003,0.016970923
+15440.0,5151.1123,-9.205509,120.85308,510000.0,4220.0,31875.0,,95439.0,0.0003,0.016911764
+15826.0,5356.3984,-9.005632,120.874016,520000.0,4302.0,32500.0,,97314.0,0.0003,0.016795663
+15981.0,5556.863,-9.11412,120.89416,530000.0,4384.0,33125.0,,99189.0,0.0003,0.017001182
+16350.0,5756.7354,-9.157756,120.8865,540000.0,4467.0,33750.0,,101064.0,0.0003,0.017452627
+16463.0,5951.395,-9.329949,120.93228,550000.0,4548.0,34375.0,,102939.0,0.0003,0.017114649
+16581.0,6141.2095,-9.366071,120.976456,560000.0,4629.0,35000.0,,104814.0,0.0003,0.018392682
+16663.0,6325.8022,-9.583526,120.96774,570000.0,4712.0,35625.0,,106689.0,0.0003,0.018071389
+16822.0,6506.771,-9.611035,120.984566,580000.0,4794.0,36250.0,,108564.0,0.0003,0.017168652
+17027.0,6685.08,-9.462361,120.97601,590000.0,4877.0,36875.0,,110439.0,0.0003,0.01741198
+16952.0,6856.1953,-9.489593,121.01654,600000.0,4958.0,37500.0,,112314.0,0.0003,0.018045092
+17114.0,7024.356,-9.443479,121.031746,610000.0,5040.0,38125.0,,114189.0,0.0003,0.01854823
+17059.0,7186.205,-9.697704,121.04646,620000.0,5122.0,38750.0,,116064.0,0.0003,0.018745132
+17081.0,7343.265,-10.168339,121.06072,630000.0,5204.0,39375.0,,117939.0,0.0003,0.019438162
+16994.0,7494.058,-9.896069,121.051636,640000.0,5287.0,40000.0,,119814.0,0.0003,0.019774415
+16974.0,7639.9033,-10.035526,121.08793,650000.0,5368.0,40625.0,,121689.0,0.0003,0.020486185
+16955.0,7781.041,-9.983122,121.100914,660000.0,5450.0,41250.0,,123564.0,0.0003,0.019618154
+16633.0,7913.1606,-9.868581,121.09163,670000.0,5533.0,41875.0,,125439.0,0.0003,0.02053254
+16540.0,8040.026,-10.237809,121.10419,680000.0,5615.0,42500.0,,127314.0,0.0003,0.021307107
+16182.0,8158.0254,-10.215256,121.13764,690000.0,5696.0,43125.0,,129189.0,0.0003,0.021385266
+15555.0,8263.696,-9.897115,121.149185,700000.0,5778.0,43750.0,,131064.0,0.0003,0.022404967
+15330.0,8363.222,-10.387238,121.13974,710000.0,5861.0,44375.0,,132939.0,0.0003,0.022300359
+14940.0,8454.566,-10.552342,121.15093,720000.0,5943.0,45000.0,,134814.0,0.0003,0.022113446
+14779.0,8541.202,-10.554524,121.18194,730000.0,6024.0,45625.0,,136689.0,0.0003,0.022378819
+14769.0,8625.361,-10.746824,121.19227,740000.0,6106.0,46250.0,,138564.0,0.0003,0.022726854
+14359.0,8701.81,-10.68335,121.202324,750000.0,6188.0,46875.0,,140439.0,0.0003,0.023809012
+13671.0,8767.194,-11.224652,121.192795,760000.0,6271.0,47500.0,,142314.0,0.0003,0.024852896
+13247.0,8825.373,-11.149773,121.20258,770000.0,6353.0,48125.0,,144189.0,0.0003,0.024507018
+12914.0,8877.792,-11.299779,121.21212,780000.0,6435.0,48750.0,,146064.0,0.0003,0.024651723
+12656.0,8925.617,-11.708299,121.24002,790000.0,6516.0,49375.0,,147939.0,0.0003,0.025094874
+12271.0,8967.435,-11.638903,121.24886,800000.0,6598.0,50000.0,,149814.0,0.0003,0.025160778
+12175.0,9007.034,-11.777893,121.257484,810000.0,6680.0,50625.0,,151689.0,0.0003,0.025878299
+12090.0,9044.631,-11.814475,121.2659,820000.0,6762.0,51250.0,,153564.0,0.0003,0.025539108
+11911.0,9079.166,-12.21749,121.27411,830000.0,6844.0,51875.0,,155439.0,0.0003,0.025346948
+11760.0,9111.08,-11.811257,121.29964,840000.0,6925.0,52500.0,,157314.0,0.0003,0.025191855
+11578.0,9140.103,-11.922285,121.289955,850000.0,7008.0,53125.0,,159189.0,0.0003,0.026291057
+11284.0,9165.032,-12.280017,121.280495,860000.0,7091.0,53750.0,,161064.0,0.0003,0.02595264
+11295.0,9189.515,-12.273248,121.30508,870000.0,7172.0,54375.0,,162939.0,0.0003,0.026244495
+11194.0,9212.293,-12.232498,121.31238,880000.0,7254.0,55000.0,,164814.0,0.0003,0.026065694
+11081.0,9233.289,-12.141327,121.31952,890000.0,7336.0,55625.0,,166689.0,0.0003,0.02618924
+11178.0,9254.897,-12.157172,121.3265,900000.0,7418.0,56250.0,,168564.0,0.0003,0.026117045
+10831.0,9272.217,-12.686942,121.317154,910000.0,7501.0,56875.0,,170439.0,0.0003,0.026738733
+10791.0,9288.726,-12.147442,121.34002,920000.0,7582.0,57500.0,,172314.0,0.0003,0.026847828
+10699.0,9303.89,-12.5447855,121.33073,930000.0,7665.0,58125.0,,174189.0,0.0003,0.027170751
+10421.0,9315.774,-12.368184,121.32163,940000.0,7748.0,58750.0,,176064.0,0.0003,0.027889617
+10346.0,9326.618,-12.726529,121.34372,950000.0,7829.0,59375.0,,177939.0,0.0003,0.02744833
+10346.0,9337.237,-12.862452,121.33468,960000.0,7912.0,60000.0,,179814.0,0.0003,0.02776135
+10554.0,9349.781,-12.774694,121.356186,970000.0,7993.0,60625.0,,181689.0,0.0003,0.027410539
+10531.0,9361.834,-12.466329,121.36223,980000.0,8075.0,61250.0,,183564.0,0.0003,0.027420375
+10517.0,9373.503,-13.128601,121.36815,990000.0,8157.0,61875.0,,185439.0,0.0003,0.02743278
+10547.0,9385.237,-12.269155,121.373955,1000000.0,8239.0,62500.0,,187314.0,0.0003,0.027846746
+10376.0,9488.997,-12.961405,121.37964,1010000.0,8321.0,63125.0,,189189.0,0.0003,0.027159955
+10378.0,9589.215,-12.752278,121.37077,1020000.0,8404.0,63750.0,,191064.0,0.0003,0.027406905
+10428.0,9690.375,-13.030091,121.37638,1030000.0,8486.0,64375.0,,192939.0,0.0003,0.028286226
+10307.0,9789.102,-12.702027,121.38189,1040000.0,8568.0,65000.0,,194814.0,0.0003,0.027468482
+10253.0,9887.206,-13.076906,121.38728,1050000.0,8650.0,65625.0,,196689.0,0.0003,0.027152166
+10250.0,9985.155,-12.744767,121.40648,1060000.0,8731.0,66250.0,,198564.0,0.0003,0.027109709
+9919.0,10079.718,-12.381414,121.41155,1070000.0,8813.0,66875.0,,200439.0,0.0003,0.027653811
+9861.0,10173.753,-12.840237,121.40288,1080000.0,8896.0,67500.0,,202314.0,0.0003,0.02674046
+9902.0,10268.25,-12.883109,121.42141,1090000.0,8977.0,68125.0,,204189.0,0.0003,0.027345942
+10003.0,10363.52,-12.868498,121.42621,1100000.0,9059.0,68750.0,,206064.0,0.0003,0.02704426
+10153.0,10459.94,-12.961864,121.430916,1110000.0,9141.0,69375.0,,207939.0,0.0003,0.026872138
+10363.0,10557.22,-13.110346,121.42238,1120000.0,9224.0,70000.0,,209814.0,0.0003,0.026713118
+10432.0,10654.45,-12.646168,121.42704,1130000.0,9306.0,70625.0,,211689.0,0.0003,0.026025983
+10491.0,10752.08,-12.85083,121.41868,1140000.0,9389.0,71250.0,,213564.0,0.0003,0.025625437
+10587.0,10849.98,-12.798619,121.423294,1150000.0,9471.0,71875.0,,215439.0,0.0003,0.02588499
+10842.0,10949.55,-12.886546,121.415115,1160000.0,9554.0,72500.0,,217314.0,0.0003,0.02579112
+10785.0,11047.87,-12.6090355,121.41968,1170000.0,9636.0,73125.0,,219189.0,0.0003,0.027340265
+10970.0,11146.99,-13.069046,121.43666,1180000.0,9717.0,73750.0,,221064.0,0.0003,0.026510134
+11125.0,11246.54,-12.846363,121.45336,1190000.0,9798.0,74375.0,,222939.0,0.0003,0.026940605
+11176.0,11345.9,-13.131466,121.45749,1200000.0,9880.0,75000.0,,224814.0,0.0003,0.027304878
+11222.0,11443.91,-12.932302,121.461555,1210000.0,9962.0,75625.0,,226689.0,0.0003,0.027236927
+11269.0,11541.03,-12.793274,121.45346,1220000.0,10045.0,76250.0,,228564.0,0.0003,0.027379043
+11046.0,11635.26,-13.092958,121.445496,1230000.0,10128.0,76875.0,,230439.0,0.0003,0.02681005
+10944.0,11725.18,-12.824251,121.44956,1240000.0,10210.0,77500.0,,232314.0,0.0003,0.027376356
+10944.0,11813.65,-13.1077385,121.45356,1250000.0,10292.0,78125.0,,234189.0,0.0003,0.026758859
+10874.0,11898.49,-13.40317,121.4692,1260000.0,10373.0,78750.0,,236064.0,0.0003,0.02618696
+11123.0,11979.03,-13.074103,121.47298,1270000.0,10455.0,79375.0,,237939.0,0.0003,0.026565513
+11137.0,12056.13,-13.405533,121.4767,1280000.0,10537.0,80000.0,,239814.0,0.0003,0.026996808
+10888.0,12126.12,-12.937134,121.48036,1290000.0,10619.0,80625.0,,241689.0,0.0003,0.026985198
+10958.0,12190.25,-13.268832,121.49533,1300000.0,10700.0,81250.0,,243564.0,0.0003,0.026847458
+10862.0,12247.28,-13.017745,121.498795,1310000.0,10782.0,81875.0,,245439.0,0.0003,0.027255272
+10642.0,12299.78,-13.101133,121.5134,1320000.0,10863.0,82500.0,,247314.0,0.0003,0.027740788
+10639.0,12344.07,-12.902638,121.50557,1330000.0,10946.0,83125.0,,249189.0,0.0003,0.027098844
+10615.0,12379.03,-13.245705,121.50889,1340000.0,11028.0,83750.0,,251064.0,0.0003,0.028241629
+10436.0,12410.43,-13.150738,121.50121,1350000.0,11111.0,84375.0,,252939.0,0.0003,0.02727512
+10257.0,12437.68,-13.0791645,121.50451,1360000.0,11193.0,85000.0,,254814.0,0.0003,0.028176364
+10107.0,12453.2,-12.958236,121.50776,1370000.0,11275.0,85625.0,,256689.0,0.0003,0.027432395
+10014.0,12460.1,-13.423136,121.51096,1380000.0,11357.0,86250.0,,258564.0,0.0003,0.027306683
+9983.0,12461.24,-13.469449,121.51412,1390000.0,11439.0,86875.0,,260439.0,0.0003,0.027922183
+9835.0,12458.83,-12.931594,121.52778,1400000.0,11520.0,87500.0,,262314.0,0.0003,0.027282182
+9924.0,12449.63,-13.557668,121.520294,1410000.0,11603.0,88125.0,,264189.0,0.0003,0.027349353
+9956.0,12433.44,-13.219263,121.53372,1420000.0,11684.0,88750.0,,266064.0,0.0003,0.026633408
+9835.0,12414.76,-13.194236,121.53663,1430000.0,11766.0,89375.0,,267939.0,0.0003,0.026491966
+9690.0,12391.61,-13.10207,121.54976,1440000.0,11847.0,90000.0,,269814.0,0.0003,0.026959302
+9412.0,12356.77,-13.241006,121.55252,1450000.0,11929.0,90625.0,,271689.0,0.0003,0.028116653
+9331.0,12313.84,-12.864076,121.555244,1460000.0,12011.0,91250.0,,273564.0,0.0003,0.02783856
+9059.0,12257.86,-13.695109,121.55792,1470000.0,12093.0,91875.0,,275439.0,0.0003,0.028543701
+9151.0,12201.91,-13.289058,121.57056,1480000.0,12174.0,92500.0,,277314.0,0.0003,0.028304636
+9046.0,12143.7,-13.385534,121.573105,1490000.0,12256.0,93125.0,,279189.0,0.0003,0.029335907
+8908.0,12079.65,-13.469298,121.565765,1500000.0,12339.0,93750.0,,281064.0,0.0003,0.029344589
+8684.0,12012.09,-13.955598,121.56831,1510000.0,12421.0,94375.0,,282939.0,0.0003,0.029912915
+8536.0,11939.19,-13.636649,121.57082,1520000.0,12503.0,95000.0,,284814.0,0.0003,0.029593013
+8491.0,11864.29,-13.690574,121.58296,1530000.0,12584.0,95625.0,,286689.0,0.0003,0.03023971
+8414.0,11784.93,-13.447599,121.575745,1540000.0,12667.0,96250.0,,288564.0,0.0003,0.029077454
+8378.0,11704.08,-13.912203,121.57816,1550000.0,12749.0,96875.0,,290439.0,0.0003,0.028361123
+8286.0,11621.13,-13.652426,121.571075,1560000.0,12832.0,97500.0,,292314.0,0.0003,0.028337993
+8288.0,11537.38,-13.896397,121.57349,1570000.0,12914.0,98125.0,,294189.0,0.0003,0.0280311
+8119.0,11450.35,-13.5176935,121.57587,1580000.0,12996.0,98750.0,,296064.0,0.0003,0.028359065
+7911.0,11359.19,-13.863177,121.578224,1590000.0,13078.0,99375.0,,297939.0,0.0003,0.028550236
+7874.0,11268.41,-13.643418,121.58978,1600000.0,13159.0,100000.0,,299814.0,0.0003,0.02890238
+8007.0,11177.34,-13.940983,121.592026,1610000.0,13241.0,100625.0,,301689.0,0.0003,0.028823305
+8078.0,11087.53,-13.972166,121.59424,1620000.0,13323.0,101250.0,,303564.0,0.0003,0.029295396
+8041.0,10997.13,-13.765836,121.59642,1630000.0,13405.0,101875.0,,305439.0,0.0003,0.029280849
+8210.0,10909.29,-14.051211,121.59858,1640000.0,13487.0,102500.0,,307314.0,0.0003,0.02889184
+8378.0,10823.33,-14.008516,121.60071,1650000.0,13569.0,103125.0,,309189.0,0.0003,0.028650573
+8373.0,10737.51,-14.462789,121.611725,1660000.0,13650.0,103750.0,,311064.0,0.0003,0.02974307
+8133.0,10652.51,-14.746697,121.6049,1670000.0,13733.0,104375.0,,312939.0,0.0003,0.030350372
+8338.0,10570.49,-14.537698,121.61575,1680000.0,13814.0,105000.0,,314814.0,0.0003,0.031196477
+8480.0,10493.47,-14.746127,121.60898,1690000.0,13897.0,105625.0,,316689.0,0.0003,0.031161517
+8589.0,10423.81,-15.580051,121.61969,1700000.0,13978.0,106250.0,,318564.0,0.0003,0.030685475
+8596.0,10356.47,-15.115127,121.61297,1710000.0,14061.0,106875.0,,320439.0,0.0003,0.03002901
+8627.0,10293.34,-15.320268,121.623535,1720000.0,14142.0,107500.0,,322314.0,0.0003,0.02899467
+8589.0,10231.44,-15.418147,121.616875,1730000.0,14225.0,108125.0,,324189.0,0.0003,0.028882803
+8617.0,10169.92,-14.633649,121.61879,1740000.0,14307.0,108750.0,,326064.0,0.0003,0.02867908
+8718.0,10113.51,-14.901698,121.62068,1750000.0,14389.0,109375.0,,327939.0,0.0003,0.02864235
+8961.0,10066.41,-15.432554,121.62256,1760000.0,14471.0,110000.0,,329814.0,0.0003,0.027960667
+9034.0,10024.28,-15.0901165,121.624405,1770000.0,14553.0,110625.0,,331689.0,0.0003,0.02749958
+9095.0,9986.09,-15.310581,121.63455,1780000.0,14634.0,111250.0,,333564.0,0.0003,0.02737768
+9081.0,9950.34,-15.250511,121.636314,1790000.0,14716.0,111875.0,,335439.0,0.0003,0.027446428
+9138.0,9919.01,-15.788273,121.63806,1800000.0,14798.0,112500.0,,337314.0,0.0003,0.027128821
+9035.0,9887.61,-15.117072,121.64796,1810000.0,14879.0,113125.0,,339189.0,0.0003,0.027944265
+9112.0,9857.83,-15.100688,121.64962,1820000.0,14961.0,113750.0,,341064.0,0.0003,0.027565617
+9056.0,9829.28,-14.172146,121.64318,1830000.0,15044.0,114375.0,,342939.0,0.0003,0.027084364
+9197.0,9803.65,-14.772622,121.63681,1840000.0,15127.0,115000.0,,344814.0,0.0003,0.026538774
+9322.0,9781.09,-14.055282,121.63051,1850000.0,15210.0,115625.0,,346689.0,0.0003,0.025672898
+9430.0,9762.55,-14.342841,121.632225,1860000.0,15292.0,116250.0,,348564.0,0.0003,0.025374744
+9618.0,9745.78,-13.868848,121.64184,1870000.0,15373.0,116875.0,,350439.0,0.0003,0.024455834
+9813.0,9731.97,-13.465194,121.64348,1880000.0,15455.0,117500.0,,352314.0,0.0003,0.023999197
+9938.0,9720.54,-13.663354,121.65294,1890000.0,15536.0,118125.0,,354189.0,0.0003,0.024598485
+10198.0,9710.74,-13.3755045,121.6545,1900000.0,15618.0,118750.0,,356064.0,0.0003,0.024723455
+10591.0,9708.34,-13.621735,121.65605,1910000.0,15700.0,119375.0,,357939.0,0.0003,0.025026776
+10619.0,9706.62,-13.926817,121.64988,1920000.0,15783.0,120000.0,,359814.0,0.0003,0.024929676
+10619.0,9705.82,-13.2530775,121.6591,1930000.0,15864.0,120625.0,,361689.0,0.0003,0.02435739
+10804.0,9709.65,-13.5393915,121.65298,1940000.0,15947.0,121250.0,,363564.0,0.0003,0.024724092
+11022.0,9716.41,-14.852582,121.6545,1950000.0,16029.0,121875.0,,365439.0,0.0003,0.024307266
+11094.0,9723.89,-13.882016,121.65601,1960000.0,16111.0,122500.0,,367314.0,0.0003,0.023573961
+11139.0,9729.74,-13.094383,121.665016,1970000.0,16192.0,123125.0,,369189.0,0.0003,0.024681356
+11152.0,9735.95,-14.157153,121.688896,1980000.0,16271.0,123750.0,,371064.0,0.0003,0.023673281
+11201.0,9742.79,-13.441427,121.73488,1990000.0,16347.0,124375.0,,372939.0,0.0003,0.02326155
+11312.0,9750.44,-14.7464905,121.93635,2000000.0,16402.0,125000.0,,374814.0,0.0003,0.023814835

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_df_train.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+0.0,0.0,-18.22534,84.033615,10000.0,119.0,625.0,,1689.0,0.0003,0.63066447
+356.25,178.125,-27.049864,100.0,20000.0,200.0,1250.0,,3564.0,0.0003,0.40328863
+312.0,222.75,-31.539026,106.761566,30000.0,281.0,1875.0,,5439.0,0.0003,0.26411977
+434.2857,275.6339,-32.773598,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17443977
+442.5532,309.01776,-33.466976,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.11562597
+455.17242,333.37686,-31.366827,113.63636,60000.0,528.0,3750.0,,11064.0,0.0003,0.076840684
+462.68655,351.84967,-30.288198,114.7541,70000.0,610.0,4375.0,,12939.0,0.0003,0.051186938
+457.5,365.05597,-27.780838,115.60693,80000.0,692.0,5000.0,,14814.0,0.0003,0.034197174
+452.27274,374.7467,-26.79803,116.129036,90000.0,775.0,5625.0,,16689.0,0.0003,0.022944713
+476.0,384.87204,-24.445309,116.68611,100000.0,857.0,6250.0,,18564.0,0.0003,0.0154605135
+511.0,396.33826,-22.84651,117.02128,110000.0,940.0,6875.0,,20439.0,0.0003,0.010553083
+635.0,416.2267,-20.724031,117.41683,120000.0,1022.0,7500.0,,22314.0,0.0003,0.0074259914
+709.0,438.74774,-19.330643,117.753624,130000.0,1104.0,8125.0,,24189.0,0.0003,0.006737947
+728.0,459.40863,-17.420446,118.14346,140000.0,1185.0,8750.0,,26064.0,0.0003,0.006737947
+797.0,481.9147,-16.371193,118.29653,150000.0,1268.0,9375.0,,27939.0,0.0003,0.006737947
+885.0,507.10754,-14.773683,118.51852,160000.0,1350.0,10000.0,,29814.0,0.0003,0.006737947
+953.0,533.3365,-13.825348,118.63224,170000.0,1433.0,10625.0,,31689.0,0.0003,0.006737947
+1058.0,562.4845,-12.458446,118.73351,180000.0,1516.0,11250.0,,33564.0,0.0003,0.006737947
+1170.0,594.459,-11.752698,118.89862,190000.0,1598.0,11875.0,,35439.0,0.0003,0.006737947
+1240.0,626.736,-10.737506,119.04762,200000.0,1680.0,12500.0,,37314.0,0.0003,0.006751197
+1421.0,664.5581,-9.915893,119.18275,210000.0,1762.0,13125.0,,39189.0,0.0003,0.0072361627
+1557.0,705.12366,-9.324222,119.37059,220000.0,1843.0,13750.0,,41064.0,0.0003,0.008384115
+1623.0,745.0313,-8.647379,119.41849,230000.0,1926.0,14375.0,,42939.0,0.0003,0.011413771
+1952.0,795.3217,-8.5159025,119.52191,240000.0,2008.0,15000.0,,44814.0,0.0003,0.014544107
+2097.0,847.38885,-7.9277787,119.617226,250000.0,2090.0,15625.0,,46689.0,0.0003,0.016666181
+2390.0,906.72003,-7.762277,119.65025,260000.0,2173.0,16250.0,,48564.0,0.0003,0.01655575
+3069.0,986.80444,-7.654386,119.78705,270000.0,2254.0,16875.0,,50439.0,0.0003,0.015372835
+3427.0,1073.9543,-8.26647,119.81172,280000.0,2337.0,17500.0,,52314.0,0.0003,0.0155616645
+3889.0,1171.0248,-8.4888,119.88425,290000.0,2419.0,18125.0,,54189.0,0.0003,0.0174648
+4545.0,1283.4906,-8.305135,119.95202,300000.0,2501.0,18750.0,,56064.0,0.0003,0.01935779
+5159.0,1408.5071,-8.565301,120.01549,310000.0,2583.0,19375.0,,57939.0,0.0003,0.020279298
+5392.0,1532.9913,-8.625022,120.12012,320000.0,2664.0,20000.0,,59814.0,0.0003,0.020450931
+6210.0,1674.7189,-8.850087,120.13105,330000.0,2747.0,20625.0,,61689.0,0.0003,0.01976398
+7119.0,1834.8447,-8.431784,120.18381,340000.0,2829.0,21250.0,,63564.0,0.0003,0.022108385
+7296.0,1990.8777,-8.777954,120.27492,350000.0,2910.0,21875.0,,65439.0,0.0003,0.023857657
+7532.0,2144.7979,-9.193458,120.361084,360000.0,2991.0,22500.0,,67314.0,0.0003,0.022320982
+8555.0,2318.0464,-9.306439,120.44271,370000.0,3072.0,23125.0,,69189.0,0.0003,0.021249224
+9324.0,2502.4136,-9.384556,120.481926,380000.0,3154.0,23750.0,,71064.0,0.0003,0.021015598
+9869.0,2691.3005,-8.961878,120.481926,390000.0,3237.0,24375.0,,72939.0,0.0003,0.01997248
+10076.0,2875.918,-9.140483,120.55455,400000.0,3318.0,25000.0,,74814.0,0.0003,0.019749125
+10844.0,3070.2615,-9.167529,120.588234,410000.0,3400.0,25625.0,,76689.0,0.0003,0.01916375
+11575.0,3272.7551,-9.14587,120.62033,420000.0,3482.0,26250.0,,78564.0,0.0003,0.01812071
+11703.0,3468.8074,-9.026951,120.650955,430000.0,3564.0,26875.0,,80439.0,0.0003,0.018160796
+12005.0,3662.8118,-9.343402,120.7133,440000.0,3645.0,27500.0,,82314.0,0.0003,0.018185658
+12896.0,3867.9937,-9.373696,120.74054,450000.0,3727.0,28125.0,,84189.0,0.0003,0.017072443
+13624.0,4080.0808,-8.901132,120.79832,460000.0,3808.0,28750.0,,86064.0,0.0003,0.016716147
+14657.0,4305.1216,-9.5458145,120.822624,470000.0,3890.0,29375.0,,87939.0,0.0003,0.016814774
+14746.0,4522.64,-9.388732,120.815506,480000.0,3973.0,30000.0,,89814.0,0.0003,0.015892375
+14867.0,4733.7495,-9.201058,120.83847,490000.0,4055.0,30625.0,,91689.0,0.0003,0.01657041
+15313.0,4945.3345,-9.244294,120.86053,500000.0,4137.0,31250.0,,93564.0,0.0003,0.016970923
+15440.0,5151.1123,-9.205509,120.85308,510000.0,4220.0,31875.0,,95439.0,0.0003,0.016911764
+15826.0,5356.3984,-9.005632,120.874016,520000.0,4302.0,32500.0,,97314.0,0.0003,0.016795663
+15981.0,5556.863,-9.11412,120.89416,530000.0,4384.0,33125.0,,99189.0,0.0003,0.017001182
+16350.0,5756.7354,-9.157756,120.8865,540000.0,4467.0,33750.0,,101064.0,0.0003,0.017452627
+16463.0,5951.395,-9.329949,120.93228,550000.0,4548.0,34375.0,,102939.0,0.0003,0.017114649
+16581.0,6141.2095,-9.366071,120.976456,560000.0,4629.0,35000.0,,104814.0,0.0003,0.018392682
+16663.0,6325.8022,-9.583526,120.96774,570000.0,4712.0,35625.0,,106689.0,0.0003,0.018071389
+16822.0,6506.771,-9.611035,120.984566,580000.0,4794.0,36250.0,,108564.0,0.0003,0.017168652
+17027.0,6685.08,-9.462361,120.97601,590000.0,4877.0,36875.0,,110439.0,0.0003,0.01741198
+16952.0,6856.1953,-9.489593,121.01654,600000.0,4958.0,37500.0,,112314.0,0.0003,0.018045092
+17114.0,7024.356,-9.443479,121.031746,610000.0,5040.0,38125.0,,114189.0,0.0003,0.01854823
+17059.0,7186.205,-9.697704,121.04646,620000.0,5122.0,38750.0,,116064.0,0.0003,0.018745132
+17081.0,7343.265,-10.168339,121.06072,630000.0,5204.0,39375.0,,117939.0,0.0003,0.019438162
+16994.0,7494.058,-9.896069,121.051636,640000.0,5287.0,40000.0,,119814.0,0.0003,0.019774415
+16974.0,7639.9033,-10.035526,121.08793,650000.0,5368.0,40625.0,,121689.0,0.0003,0.020486185
+16955.0,7781.041,-9.983122,121.100914,660000.0,5450.0,41250.0,,123564.0,0.0003,0.019618154
+16633.0,7913.1606,-9.868581,121.09163,670000.0,5533.0,41875.0,,125439.0,0.0003,0.02053254
+16540.0,8040.026,-10.237809,121.10419,680000.0,5615.0,42500.0,,127314.0,0.0003,0.021307107
+16182.0,8158.0254,-10.215256,121.13764,690000.0,5696.0,43125.0,,129189.0,0.0003,0.021385266
+15555.0,8263.696,-9.897115,121.149185,700000.0,5778.0,43750.0,,131064.0,0.0003,0.022404967
+15330.0,8363.222,-10.387238,121.13974,710000.0,5861.0,44375.0,,132939.0,0.0003,0.022300359
+14940.0,8454.566,-10.552342,121.15093,720000.0,5943.0,45000.0,,134814.0,0.0003,0.022113446
+14779.0,8541.202,-10.554524,121.18194,730000.0,6024.0,45625.0,,136689.0,0.0003,0.022378819
+14769.0,8625.361,-10.746824,121.19227,740000.0,6106.0,46250.0,,138564.0,0.0003,0.022726854
+14359.0,8701.81,-10.68335,121.202324,750000.0,6188.0,46875.0,,140439.0,0.0003,0.023809012
+13671.0,8767.194,-11.224652,121.192795,760000.0,6271.0,47500.0,,142314.0,0.0003,0.024852896
+13247.0,8825.373,-11.149773,121.20258,770000.0,6353.0,48125.0,,144189.0,0.0003,0.024507018
+12914.0,8877.792,-11.299779,121.21212,780000.0,6435.0,48750.0,,146064.0,0.0003,0.024651723
+12656.0,8925.617,-11.708299,121.24002,790000.0,6516.0,49375.0,,147939.0,0.0003,0.025094874
+12271.0,8967.435,-11.638903,121.24886,800000.0,6598.0,50000.0,,149814.0,0.0003,0.025160778
+12175.0,9007.034,-11.777893,121.257484,810000.0,6680.0,50625.0,,151689.0,0.0003,0.025878299
+12090.0,9044.631,-11.814475,121.2659,820000.0,6762.0,51250.0,,153564.0,0.0003,0.025539108
+11911.0,9079.166,-12.21749,121.27411,830000.0,6844.0,51875.0,,155439.0,0.0003,0.025346948
+11760.0,9111.08,-11.811257,121.29964,840000.0,6925.0,52500.0,,157314.0,0.0003,0.025191855
+11578.0,9140.103,-11.922285,121.289955,850000.0,7008.0,53125.0,,159189.0,0.0003,0.026291057
+11284.0,9165.032,-12.280017,121.280495,860000.0,7091.0,53750.0,,161064.0,0.0003,0.02595264
+11295.0,9189.515,-12.273248,121.30508,870000.0,7172.0,54375.0,,162939.0,0.0003,0.026244495
+11194.0,9212.293,-12.232498,121.31238,880000.0,7254.0,55000.0,,164814.0,0.0003,0.026065694
+11081.0,9233.289,-12.141327,121.31952,890000.0,7336.0,55625.0,,166689.0,0.0003,0.02618924
+11178.0,9254.897,-12.157172,121.3265,900000.0,7418.0,56250.0,,168564.0,0.0003,0.026117045
+10831.0,9272.217,-12.686942,121.317154,910000.0,7501.0,56875.0,,170439.0,0.0003,0.026738733
+10791.0,9288.726,-12.147442,121.34002,920000.0,7582.0,57500.0,,172314.0,0.0003,0.026847828
+10699.0,9303.89,-12.5447855,121.33073,930000.0,7665.0,58125.0,,174189.0,0.0003,0.027170751
+10421.0,9315.774,-12.368184,121.32163,940000.0,7748.0,58750.0,,176064.0,0.0003,0.027889617
+10346.0,9326.618,-12.726529,121.34372,950000.0,7829.0,59375.0,,177939.0,0.0003,0.02744833
+10346.0,9337.237,-12.862452,121.33468,960000.0,7912.0,60000.0,,179814.0,0.0003,0.02776135
+10554.0,9349.781,-12.774694,121.356186,970000.0,7993.0,60625.0,,181689.0,0.0003,0.027410539
+10531.0,9361.834,-12.466329,121.36223,980000.0,8075.0,61250.0,,183564.0,0.0003,0.027420375
+10517.0,9373.503,-13.128601,121.36815,990000.0,8157.0,61875.0,,185439.0,0.0003,0.02743278
+10547.0,9385.237,-12.269155,121.373955,1000000.0,8239.0,62500.0,,187314.0,0.0003,0.027846746
+10376.0,9488.997,-12.961405,121.37964,1010000.0,8321.0,63125.0,,189189.0,0.0003,0.027159955
+10378.0,9589.215,-12.752278,121.37077,1020000.0,8404.0,63750.0,,191064.0,0.0003,0.027406905
+10428.0,9690.375,-13.030091,121.37638,1030000.0,8486.0,64375.0,,192939.0,0.0003,0.028286226
+10307.0,9789.102,-12.702027,121.38189,1040000.0,8568.0,65000.0,,194814.0,0.0003,0.027468482
+10253.0,9887.206,-13.076906,121.38728,1050000.0,8650.0,65625.0,,196689.0,0.0003,0.027152166
+10250.0,9985.155,-12.744767,121.40648,1060000.0,8731.0,66250.0,,198564.0,0.0003,0.027109709
+9919.0,10079.718,-12.381414,121.41155,1070000.0,8813.0,66875.0,,200439.0,0.0003,0.027653811
+9861.0,10173.753,-12.840237,121.40288,1080000.0,8896.0,67500.0,,202314.0,0.0003,0.02674046
+9902.0,10268.25,-12.883109,121.42141,1090000.0,8977.0,68125.0,,204189.0,0.0003,0.027345942
+10003.0,10363.52,-12.868498,121.42621,1100000.0,9059.0,68750.0,,206064.0,0.0003,0.02704426
+10153.0,10459.94,-12.961864,121.430916,1110000.0,9141.0,69375.0,,207939.0,0.0003,0.026872138
+10363.0,10557.22,-13.110346,121.42238,1120000.0,9224.0,70000.0,,209814.0,0.0003,0.026713118
+10432.0,10654.45,-12.646168,121.42704,1130000.0,9306.0,70625.0,,211689.0,0.0003,0.026025983
+10491.0,10752.08,-12.85083,121.41868,1140000.0,9389.0,71250.0,,213564.0,0.0003,0.025625437
+10587.0,10849.98,-12.798619,121.423294,1150000.0,9471.0,71875.0,,215439.0,0.0003,0.02588499
+10842.0,10949.55,-12.886546,121.415115,1160000.0,9554.0,72500.0,,217314.0,0.0003,0.02579112
+10785.0,11047.87,-12.6090355,121.41968,1170000.0,9636.0,73125.0,,219189.0,0.0003,0.027340265
+10970.0,11146.99,-13.069046,121.43666,1180000.0,9717.0,73750.0,,221064.0,0.0003,0.026510134
+11125.0,11246.54,-12.846363,121.45336,1190000.0,9798.0,74375.0,,222939.0,0.0003,0.026940605
+11176.0,11345.9,-13.131466,121.45749,1200000.0,9880.0,75000.0,,224814.0,0.0003,0.027304878
+11222.0,11443.91,-12.932302,121.461555,1210000.0,9962.0,75625.0,,226689.0,0.0003,0.027236927
+11269.0,11541.03,-12.793274,121.45346,1220000.0,10045.0,76250.0,,228564.0,0.0003,0.027379043
+11046.0,11635.26,-13.092958,121.445496,1230000.0,10128.0,76875.0,,230439.0,0.0003,0.02681005
+10944.0,11725.18,-12.824251,121.44956,1240000.0,10210.0,77500.0,,232314.0,0.0003,0.027376356
+10944.0,11813.65,-13.1077385,121.45356,1250000.0,10292.0,78125.0,,234189.0,0.0003,0.026758859
+10874.0,11898.49,-13.40317,121.4692,1260000.0,10373.0,78750.0,,236064.0,0.0003,0.02618696
+11123.0,11979.03,-13.074103,121.47298,1270000.0,10455.0,79375.0,,237939.0,0.0003,0.026565513
+11137.0,12056.13,-13.405533,121.4767,1280000.0,10537.0,80000.0,,239814.0,0.0003,0.026996808
+10888.0,12126.12,-12.937134,121.48036,1290000.0,10619.0,80625.0,,241689.0,0.0003,0.026985198
+10958.0,12190.25,-13.268832,121.49533,1300000.0,10700.0,81250.0,,243564.0,0.0003,0.026847458
+10862.0,12247.28,-13.017745,121.498795,1310000.0,10782.0,81875.0,,245439.0,0.0003,0.027255272
+10642.0,12299.78,-13.101133,121.5134,1320000.0,10863.0,82500.0,,247314.0,0.0003,0.027740788
+10639.0,12344.07,-12.902638,121.50557,1330000.0,10946.0,83125.0,,249189.0,0.0003,0.027098844
+10615.0,12379.03,-13.245705,121.50889,1340000.0,11028.0,83750.0,,251064.0,0.0003,0.028241629
+10436.0,12410.43,-13.150738,121.50121,1350000.0,11111.0,84375.0,,252939.0,0.0003,0.02727512
+10257.0,12437.68,-13.0791645,121.50451,1360000.0,11193.0,85000.0,,254814.0,0.0003,0.028176364
+10107.0,12453.2,-12.958236,121.50776,1370000.0,11275.0,85625.0,,256689.0,0.0003,0.027432395
+10014.0,12460.1,-13.423136,121.51096,1380000.0,11357.0,86250.0,,258564.0,0.0003,0.027306683
+9983.0,12461.24,-13.469449,121.51412,1390000.0,11439.0,86875.0,,260439.0,0.0003,0.027922183
+9835.0,12458.83,-12.931594,121.52778,1400000.0,11520.0,87500.0,,262314.0,0.0003,0.027282182
+9924.0,12449.63,-13.557668,121.520294,1410000.0,11603.0,88125.0,,264189.0,0.0003,0.027349353
+9956.0,12433.44,-13.219263,121.53372,1420000.0,11684.0,88750.0,,266064.0,0.0003,0.026633408
+9835.0,12414.76,-13.194236,121.53663,1430000.0,11766.0,89375.0,,267939.0,0.0003,0.026491966
+9690.0,12391.61,-13.10207,121.54976,1440000.0,11847.0,90000.0,,269814.0,0.0003,0.026959302
+9412.0,12356.77,-13.241006,121.55252,1450000.0,11929.0,90625.0,,271689.0,0.0003,0.028116653
+9331.0,12313.84,-12.864076,121.555244,1460000.0,12011.0,91250.0,,273564.0,0.0003,0.02783856
+9059.0,12257.86,-13.695109,121.55792,1470000.0,12093.0,91875.0,,275439.0,0.0003,0.028543701
+9151.0,12201.91,-13.289058,121.57056,1480000.0,12174.0,92500.0,,277314.0,0.0003,0.028304636
+9046.0,12143.7,-13.385534,121.573105,1490000.0,12256.0,93125.0,,279189.0,0.0003,0.029335907
+8908.0,12079.65,-13.469298,121.565765,1500000.0,12339.0,93750.0,,281064.0,0.0003,0.029344589
+8684.0,12012.09,-13.955598,121.56831,1510000.0,12421.0,94375.0,,282939.0,0.0003,0.029912915
+8536.0,11939.19,-13.636649,121.57082,1520000.0,12503.0,95000.0,,284814.0,0.0003,0.029593013
+8491.0,11864.29,-13.690574,121.58296,1530000.0,12584.0,95625.0,,286689.0,0.0003,0.03023971
+8414.0,11784.93,-13.447599,121.575745,1540000.0,12667.0,96250.0,,288564.0,0.0003,0.029077454
+8378.0,11704.08,-13.912203,121.57816,1550000.0,12749.0,96875.0,,290439.0,0.0003,0.028361123
+8286.0,11621.13,-13.652426,121.571075,1560000.0,12832.0,97500.0,,292314.0,0.0003,0.028337993
+8288.0,11537.38,-13.896397,121.57349,1570000.0,12914.0,98125.0,,294189.0,0.0003,0.0280311
+8119.0,11450.35,-13.5176935,121.57587,1580000.0,12996.0,98750.0,,296064.0,0.0003,0.028359065
+7911.0,11359.19,-13.863177,121.578224,1590000.0,13078.0,99375.0,,297939.0,0.0003,0.028550236
+7874.0,11268.41,-13.643418,121.58978,1600000.0,13159.0,100000.0,,299814.0,0.0003,0.02890238
+8007.0,11177.34,-13.940983,121.592026,1610000.0,13241.0,100625.0,,301689.0,0.0003,0.028823305
+8078.0,11087.53,-13.972166,121.59424,1620000.0,13323.0,101250.0,,303564.0,0.0003,0.029295396
+8041.0,10997.13,-13.765836,121.59642,1630000.0,13405.0,101875.0,,305439.0,0.0003,0.029280849
+8210.0,10909.29,-14.051211,121.59858,1640000.0,13487.0,102500.0,,307314.0,0.0003,0.02889184
+8378.0,10823.33,-14.008516,121.60071,1650000.0,13569.0,103125.0,,309189.0,0.0003,0.028650573
+8373.0,10737.51,-14.462789,121.611725,1660000.0,13650.0,103750.0,,311064.0,0.0003,0.02974307
+8133.0,10652.51,-14.746697,121.6049,1670000.0,13733.0,104375.0,,312939.0,0.0003,0.030350372
+8338.0,10570.49,-14.537698,121.61575,1680000.0,13814.0,105000.0,,314814.0,0.0003,0.031196477
+8480.0,10493.47,-14.746127,121.60898,1690000.0,13897.0,105625.0,,316689.0,0.0003,0.031161517
+8589.0,10423.81,-15.580051,121.61969,1700000.0,13978.0,106250.0,,318564.0,0.0003,0.030685475
+8596.0,10356.47,-15.115127,121.61297,1710000.0,14061.0,106875.0,,320439.0,0.0003,0.03002901
+8627.0,10293.34,-15.320268,121.623535,1720000.0,14142.0,107500.0,,322314.0,0.0003,0.02899467
+8589.0,10231.44,-15.418147,121.616875,1730000.0,14225.0,108125.0,,324189.0,0.0003,0.028882803
+8617.0,10169.92,-14.633649,121.61879,1740000.0,14307.0,108750.0,,326064.0,0.0003,0.02867908
+8718.0,10113.51,-14.901698,121.62068,1750000.0,14389.0,109375.0,,327939.0,0.0003,0.02864235
+8961.0,10066.41,-15.432554,121.62256,1760000.0,14471.0,110000.0,,329814.0,0.0003,0.027960667
+9034.0,10024.28,-15.0901165,121.624405,1770000.0,14553.0,110625.0,,331689.0,0.0003,0.02749958
+9095.0,9986.09,-15.310581,121.63455,1780000.0,14634.0,111250.0,,333564.0,0.0003,0.02737768
+9081.0,9950.34,-15.250511,121.636314,1790000.0,14716.0,111875.0,,335439.0,0.0003,0.027446428
+9138.0,9919.01,-15.788273,121.63806,1800000.0,14798.0,112500.0,,337314.0,0.0003,0.027128821
+9035.0,9887.61,-15.117072,121.64796,1810000.0,14879.0,113125.0,,339189.0,0.0003,0.027944265
+9112.0,9857.83,-15.100688,121.64962,1820000.0,14961.0,113750.0,,341064.0,0.0003,0.027565617
+9056.0,9829.28,-14.172146,121.64318,1830000.0,15044.0,114375.0,,342939.0,0.0003,0.027084364
+9197.0,9803.65,-14.772622,121.63681,1840000.0,15127.0,115000.0,,344814.0,0.0003,0.026538774
+9322.0,9781.09,-14.055282,121.63051,1850000.0,15210.0,115625.0,,346689.0,0.0003,0.025672898
+9430.0,9762.55,-14.342841,121.632225,1860000.0,15292.0,116250.0,,348564.0,0.0003,0.025374744
+9618.0,9745.78,-13.868848,121.64184,1870000.0,15373.0,116875.0,,350439.0,0.0003,0.024455834
+9813.0,9731.97,-13.465194,121.64348,1880000.0,15455.0,117500.0,,352314.0,0.0003,0.023999197
+9938.0,9720.54,-13.663354,121.65294,1890000.0,15536.0,118125.0,,354189.0,0.0003,0.024598485
+10198.0,9710.74,-13.3755045,121.6545,1900000.0,15618.0,118750.0,,356064.0,0.0003,0.024723455
+10591.0,9708.34,-13.621735,121.65605,1910000.0,15700.0,119375.0,,357939.0,0.0003,0.025026776
+10619.0,9706.62,-13.926817,121.64988,1920000.0,15783.0,120000.0,,359814.0,0.0003,0.024929676
+10619.0,9705.82,-13.2530775,121.6591,1930000.0,15864.0,120625.0,,361689.0,0.0003,0.02435739
+10804.0,9709.65,-13.5393915,121.65298,1940000.0,15947.0,121250.0,,363564.0,0.0003,0.024724092
+11022.0,9716.41,-14.852582,121.6545,1950000.0,16029.0,121875.0,,365439.0,0.0003,0.024307266
+11094.0,9723.89,-13.882016,121.65601,1960000.0,16111.0,122500.0,,367314.0,0.0003,0.023573961
+11139.0,9729.74,-13.094383,121.665016,1970000.0,16192.0,123125.0,,369189.0,0.0003,0.024681356
+11152.0,9735.95,-14.157153,121.688896,1980000.0,16271.0,123750.0,,371064.0,0.0003,0.023673281
+11201.0,9742.79,-13.441427,121.73488,1990000.0,16347.0,124375.0,,372939.0,0.0003,0.02326155
+11312.0,9750.44,-14.7464905,121.93635,2000000.0,16402.0,125000.0,,374814.0,0.0003,0.023814835

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_metrics_eval.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 9750.4404296875,
+    "strength": 9112.8388671875,
+    "max_strength": 16659.0,
+    "final_strength": 10857.0,
+    "sample_efficiency": 1.1681589739964693e-06,
+    "training_efficiency": 6.224459866643883e-06,
+    "stability": 0.9932132363319397
+  },
+  "local": {
+    "mean_returns": [
+      0.0,
+      356.25,
+      312.0,
+      434.28570556640625,
+      442.5531921386719,
+      455.17242431640625,
+      462.6865539550781,
+      457.5,
+      452.2727355957031,
+      476.0,
+      511.0,
+      635.0,
+      709.0,
+      728.0,
+      797.0,
+      885.0,
+      953.0,
+      1058.0,
+      1170.0,
+      1240.0,
+      1421.0,
+      1557.0,
+      1623.0,
+      1952.0,
+      2097.0,
+      2390.0,
+      3069.0,
+      3427.0,
+      3889.0,
+      4545.0,
+      5159.0,
+      5392.0,
+      6210.0,
+      7119.0,
+      7296.0,
+      7532.0,
+      8555.0,
+      9324.0,
+      9869.0,
+      10076.0,
+      10844.0,
+      11575.0,
+      11703.0,
+      12005.0,
+      12896.0,
+      13624.0,
+      14657.0,
+      14746.0,
+      14867.0,
+      15313.0,
+      15440.0,
+      15826.0,
+      15981.0,
+      16350.0,
+      16463.0,
+      16581.0,
+      16663.0,
+      16822.0,
+      17027.0,
+      16952.0,
+      17114.0,
+      17059.0,
+      17081.0,
+      16994.0,
+      16974.0,
+      16955.0,
+      16633.0,
+      16540.0,
+      16182.0,
+      15555.0,
+      15330.0,
+      14940.0,
+      14779.0,
+      14769.0,
+      14359.0,
+      13671.0,
+      13247.0,
+      12914.0,
+      12656.0,
+      12271.0,
+      12175.0,
+      12090.0,
+      11911.0,
+      11760.0,
+      11578.0,
+      11284.0,
+      11295.0,
+      11194.0,
+      11081.0,
+      11178.0,
+      10831.0,
+      10791.0,
+      10699.0,
+      10421.0,
+      10346.0,
+      10346.0,
+      10554.0,
+      10531.0,
+      10517.0,
+      10547.0,
+      10376.0,
+      10378.0,
+      10428.0,
+      10307.0,
+      10253.0,
+      10250.0,
+      9919.0,
+      9861.0,
+      9902.0,
+      10003.0,
+      10153.0,
+      10363.0,
+      10432.0,
+      10491.0,
+      10587.0,
+      10842.0,
+      10785.0,
+      10970.0,
+      11125.0,
+      11176.0,
+      11222.0,
+      11269.0,
+      11046.0,
+      10944.0,
+      10944.0,
+      10874.0,
+      11123.0,
+      11137.0,
+      10888.0,
+      10958.0,
+      10862.0,
+      10642.0,
+      10639.0,
+      10615.0,
+      10436.0,
+      10257.0,
+      10107.0,
+      10014.0,
+      9983.0,
+      9835.0,
+      9924.0,
+      9956.0,
+      9835.0,
+      9690.0,
+      9412.0,
+      9331.0,
+      9059.0,
+      9151.0,
+      9046.0,
+      8908.0,
+      8684.0,
+      8536.0,
+      8491.0,
+      8414.0,
+      8378.0,
+      8286.0,
+      8288.0,
+      8119.0,
+      7911.0,
+      7874.0,
+      8007.0,
+      8078.0,
+      8041.0,
+      8210.0,
+      8378.0,
+      8373.0,
+      8133.0,
+      8338.0,
+      8480.0,
+      8589.0,
+      8596.0,
+      8627.0,
+      8589.0,
+      8617.0,
+      8718.0,
+      8961.0,
+      9034.0,
+      9095.0,
+      9081.0,
+      9138.0,
+      9035.0,
+      9112.0,
+      9056.0,
+      9197.0,
+      9322.0,
+      9430.0,
+      9618.0,
+      9813.0,
+      9938.0,
+      10198.0,
+      10591.0,
+      10619.0,
+      10619.0,
+      10804.0,
+      11022.0,
+      11094.0,
+      11139.0,
+      11152.0,
+      11201.0,
+      11312.0
+    ],
+    "strengths": [
+      -455.0,
+      -98.75,
+      -143.0,
+      -20.71429443359375,
+      -12.446807861328125,
+      0.17242431640625,
+      7.686553955078125,
+      2.5,
+      -2.727264404296875,
+      21.0,
+      56.0,
+      180.0,
+      254.0,
+      273.0,
+      342.0,
+      430.0,
+      498.0,
+      603.0,
+      715.0,
+      785.0,
+      966.0,
+      1102.0,
+      1168.0,
+      1497.0,
+      1642.0,
+      1935.0,
+      2614.0,
+      2972.0,
+      3434.0,
+      4090.0,
+      4704.0,
+      4937.0,
+      5755.0,
+      6664.0,
+      6841.0,
+      7077.0,
+      8100.0,
+      8869.0,
+      9414.0,
+      9621.0,
+      10389.0,
+      11120.0,
+      11248.0,
+      11550.0,
+      12441.0,
+      13169.0,
+      14202.0,
+      14291.0,
+      14412.0,
+      14858.0,
+      14985.0,
+      15371.0,
+      15526.0,
+      15895.0,
+      16008.0,
+      16126.0,
+      16208.0,
+      16367.0,
+      16572.0,
+      16497.0,
+      16659.0,
+      16604.0,
+      16626.0,
+      16539.0,
+      16519.0,
+      16500.0,
+      16178.0,
+      16085.0,
+      15727.0,
+      15100.0,
+      14875.0,
+      14485.0,
+      14324.0,
+      14314.0,
+      13904.0,
+      13216.0,
+      12792.0,
+      12459.0,
+      12201.0,
+      11816.0,
+      11720.0,
+      11635.0,
+      11456.0,
+      11305.0,
+      11123.0,
+      10829.0,
+      10840.0,
+      10739.0,
+      10626.0,
+      10723.0,
+      10376.0,
+      10336.0,
+      10244.0,
+      9966.0,
+      9891.0,
+      9891.0,
+      10099.0,
+      10076.0,
+      10062.0,
+      10092.0,
+      9921.0,
+      9923.0,
+      9973.0,
+      9852.0,
+      9798.0,
+      9795.0,
+      9464.0,
+      9406.0,
+      9447.0,
+      9548.0,
+      9698.0,
+      9908.0,
+      9977.0,
+      10036.0,
+      10132.0,
+      10387.0,
+      10330.0,
+      10515.0,
+      10670.0,
+      10721.0,
+      10767.0,
+      10814.0,
+      10591.0,
+      10489.0,
+      10489.0,
+      10419.0,
+      10668.0,
+      10682.0,
+      10433.0,
+      10503.0,
+      10407.0,
+      10187.0,
+      10184.0,
+      10160.0,
+      9981.0,
+      9802.0,
+      9652.0,
+      9559.0,
+      9528.0,
+      9380.0,
+      9469.0,
+      9501.0,
+      9380.0,
+      9235.0,
+      8957.0,
+      8876.0,
+      8604.0,
+      8696.0,
+      8591.0,
+      8453.0,
+      8229.0,
+      8081.0,
+      8036.0,
+      7959.0,
+      7923.0,
+      7831.0,
+      7833.0,
+      7664.0,
+      7456.0,
+      7419.0,
+      7552.0,
+      7623.0,
+      7586.0,
+      7755.0,
+      7923.0,
+      7918.0,
+      7678.0,
+      7883.0,
+      8025.0,
+      8134.0,
+      8141.0,
+      8172.0,
+      8134.0,
+      8162.0,
+      8263.0,
+      8506.0,
+      8579.0,
+      8640.0,
+      8626.0,
+      8683.0,
+      8580.0,
+      8657.0,
+      8601.0,
+      8742.0,
+      8867.0,
+      8975.0,
+      9163.0,
+      9358.0,
+      9483.0,
+      9743.0,
+      10136.0,
+      10164.0,
+      10164.0,
+      10349.0,
+      10567.0,
+      10639.0,
+      10684.0,
+      10697.0,
+      10746.0,
+      10857.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      9.108352242037654e-05,
+      7.923095108708367e-05,
+      7.76652159402147e-05,
+      7.668187754461542e-05,
+      7.669605838600546e-05,
+      7.736044790362939e-05,
+      7.758579886285588e-05,
+      7.733479287708178e-05,
+      7.935114990686998e-05,
+      8.544862066628411e-05,
+      0.00011528177856234834,
+      0.0002446257567498833,
+      -0.000805799150839448,
+      -0.0001175426586996764,
+      -5.369531936594285e-05,
+      -3.1416107958648354e-05,
+      -1.9893042917829007e-05,
+      -1.3104898243909702e-05,
+      -8.967052963271271e-06,
+      -5.953416348347673e-06,
+      -3.850864686683053e-06,
+      -2.4153266622306546e-06,
+      -1.2089627716704854e-06,
+      -3.370606123098696e-07,
+      3.521443829868076e-07,
+      9.622946208764915e-07,
+      1.409728156431811e-06,
+      1.746856355566706e-06,
+      2.0079210116819013e-06,
+      2.2017363789927913e-06,
+      2.333873226234573e-06,
+      2.4334478894161293e-06,
+      2.5055683181562927e-06,
+      2.55031000051531e-06,
+      2.5767726583580952e-06,
+      2.5915701371559408e-06,
+      2.5961310257116565e-06,
+      2.592673808976542e-06,
+      2.5834663119894685e-06,
+      2.569471689639613e-06,
+      2.551758143454208e-06,
+      2.5321271550637903e-06,
+      2.510900003471761e-06,
+      2.4875159851944773e-06,
+      2.462749762344174e-06,
+      2.436450813547708e-06,
+      2.4106045657390496e-06,
+      2.385185098319198e-06,
+      2.3596944629389327e-06,
+      2.334735654585529e-06,
+      2.3099091777112335e-06,
+      2.285614300490124e-06,
+      2.2615315629082033e-06,
+      2.2380547761713387e-06,
+      2.2151471057441086e-06,
+      2.1928303794993553e-06,
+      2.1709754491894273e-06,
+      2.1495125110959634e-06,
+      2.12877307603776e-06,
+      2.1084267700643977e-06,
+      2.0887118807877414e-06,
+      2.069501761070569e-06,
+      2.050888497251435e-06,
+      2.032763404713478e-06,
+      2.0150998807366705e-06,
+      1.998181687667966e-06,
+      1.9817282463918673e-06,
+      1.965973069673055e-06,
+      1.9511273876560153e-06,
+      1.9367505501577398e-06,
+      1.9229723875469062e-06,
+      1.9095507468591677e-06,
+      1.8963354477818939e-06,
+      1.883679260572535e-06,
+      1.8717987586569507e-06,
+      1.8604242768560653e-06,
+      1.8494559981263592e-06,
+      1.8388146827419405e-06,
+      1.8285981013832497e-06,
+      1.818547730181308e-06,
+      1.8086524278260185e-06,
+      1.7989884781854926e-06,
+      1.7895274595502997e-06,
+      1.7802904039854184e-06,
+      1.771363372427004e-06,
+      1.7624914789848845e-06,
+      1.7537663552502636e-06,
+      1.7451953908675932e-06,
+      1.7366103293170454e-06,
+      1.7283637134823948e-06,
+      1.720206228128518e-06,
+      1.7121781183959683e-06,
+      1.7044204696503584e-06,
+      1.6967711644610972e-06,
+      1.6891722225409467e-06,
+      1.681467551861715e-06,
+      1.673836550253327e-06,
+      1.6662726238791947e-06,
+      1.658743144616892e-06,
+      1.6513964737896458e-06,
+      1.6441025536551024e-06,
+      1.6368270507882698e-06,
+      1.6296939975291025e-06,
+      1.6226528032348142e-06,
+      1.6156660649357946e-06,
+      1.6089638847915921e-06,
+      1.6023484477045713e-06,
+      1.5957500636432087e-06,
+      1.5891286011537886e-06,
+      1.5824532511032885e-06,
+      1.5756867242089356e-06,
+      1.5689287238274119e-06,
+      1.56218709435052e-06,
+      1.555438643663365e-06,
+      1.548581508359348e-06,
+      1.5418233942909865e-06,
+      1.5350070725617115e-06,
+      1.5281552805390675e-06,
+      1.5213369124467135e-06,
+      1.5145556062634569e-06,
+      1.5078106798682711e-06,
+      1.5012680023573921e-06,
+      1.494847879257577e-06,
+      1.4884863048791885e-06,
+      1.4822243201706442e-06,
+      1.4758713859919226e-06,
+      1.4695696108901757e-06,
+      1.4634709941674373e-06,
+      1.4573864746125764e-06,
+      1.451411208108766e-06,
+      1.4456127246376127e-06,
+      1.4398649454960832e-06,
+      1.4341787846205989e-06,
+      1.4286387113315868e-06,
+      1.42324108765024e-06,
+      1.417966814187821e-06,
+      1.4127821259535267e-06,
+      1.407652348461852e-06,
+      1.4026387589183287e-06,
+      1.397613914377871e-06,
+      1.3926086239735014e-06,
+      1.3877026958653005e-06,
+      1.3829063618686632e-06,
+      1.3782853329757927e-06,
+      1.3737355857301736e-06,
+      1.3693523897018167e-06,
+      1.3649491847900208e-06,
+      1.3606253332909546e-06,
+      1.3563960692408727e-06,
+      1.3523018651540042e-06,
+      1.3483031580108218e-06,
+      1.3443475381791359e-06,
+      1.3404501260083634e-06,
+      1.3365902304940391e-06,
+      1.3327945680430275e-06,
+      1.3290169817992137e-06,
+      1.3253390989120817e-06,
+      1.3217777450336143e-06,
+      1.3182501561459503e-06,
+      1.3146758419679827e-06,
+      1.311085270572221e-06,
+      1.3075292599751265e-06,
+      1.3039119721725e-06,
+      1.300235339840583e-06,
+      1.2965805353815085e-06,
+      1.2930545381095726e-06,
+      1.2894529390905518e-06,
+      1.28580597902328e-06,
+      1.2821299151255516e-06,
+      1.2784711316271569e-06,
+      1.2748191693390254e-06,
+      1.2712043826468289e-06,
+      1.267597554033273e-06,
+      1.2639668511837954e-06,
+      1.2602513379533775e-06,
+      1.2565266160891042e-06,
+      1.252798597306537e-06,
+      1.2490995686675888e-06,
+      1.2453991757865879e-06,
+      1.2417650623319787e-06,
+      1.23812094443565e-06,
+      1.2345224149612477e-06,
+      1.2308876193856122e-06,
+      1.2272239473531954e-06,
+      1.2235395843163133e-06,
+      1.2198029253340792e-06,
+      1.2160126061644405e-06,
+      1.2121984127588803e-06,
+      1.2083077081115334e-06,
+      1.2042903563269647e-06,
+      1.2002932407995104e-06,
+      1.196326820718241e-06,
+      1.1923195870622294e-06,
+      1.1882606258950545e-06,
+      1.1842068943224149e-06,
+      1.1801690789070562e-06,
+      1.1761592304537771e-06,
+      1.1721634791683755e-06,
+      1.1681594287438202e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.0005365197430364788,
+      0.00046413979725912213,
+      0.0004546868149191141,
+      0.0004487890109885484,
+      0.0004488737031351775,
+      0.0004528294375631958,
+      0.0004541682137642056,
+      0.0004526795237325132,
+      0.00046462201862595975,
+      0.0005006978753954172,
+      0.000677062664180994,
+      0.0014413268072530627,
+      -0.004764188546687365,
+      -0.0006980262114666402,
+      -0.000320712715620175,
+      -0.0001889807463157922,
+      -0.00012079464067937806,
+      -8.058523235376924e-05,
+      -5.604260149993934e-05,
+      -3.813941657426767e-05,
+      -2.5624553018133156e-05,
+      -1.7060132449842058e-05,
+      -9.8434602477937e-06,
+      -4.610707492247457e-06,
+      -4.585397448408912e-07,
+      3.2342404665541835e-06,
+      5.957649136689724e-06,
+      8.024242561077699e-06,
+      9.638953088142443e-06,
+      1.0851697879843414e-05,
+      1.1691349754983094e-05,
+      1.2337470252532512e-05,
+      1.2819670700991992e-05,
+      1.3132953426975291e-05,
+      1.3333376045920886e-05,
+      1.3464957191899884e-05,
+      1.353413699689554e-05,
+      1.3553128155763261e-05,
+      1.3534584468288813e-05,
+      1.3486633179127239e-05,
+      1.341539518762147e-05,
+      1.3330023648450151e-05,
+      1.3233346180641092e-05,
+      1.312356016569538e-05,
+      1.3004761058255099e-05,
+      1.2876578693976626e-05,
+      1.2749040251947008e-05,
+      1.2622379472304601e-05,
+      1.2494358088588342e-05,
+      1.2368192983558401e-05,
+      1.224201696459204e-05,
+      1.2117977348680142e-05,
+      1.1994542546744924e-05,
+      1.1873804396600462e-05,
+      1.1755650120903738e-05,
+      1.164024888566928e-05,
+      1.1526983143994585e-05,
+      1.1415524568292312e-05,
+      1.130763121182099e-05,
+      1.1201614142919425e-05,
+      1.1098740287707187e-05,
+      1.0998371180903632e-05,
+      1.0901006135100033e-05,
+      1.0806093996507116e-05,
+      1.0713508345361333e-05,
+      1.0624750757415313e-05,
+      1.053836149367271e-05,
+      1.0455577466927934e-05,
+      1.0377517355664168e-05,
+      1.0301875590812415e-05,
+      1.0229339750367217e-05,
+      1.0158641998714302e-05,
+      1.0088995622936636e-05,
+      1.0022265087172855e-05,
+      9.959597264241893e-06,
+      9.899573342408985e-06,
+      9.841671271715313e-06,
+      9.785475413082168e-06,
+      9.731504178489558e-06,
+      9.678394235379528e-06,
+      9.626089195080567e-06,
+      9.57499196374556e-06,
+      9.52495429373812e-06,
+      9.476090781390667e-06,
+      9.428854355064686e-06,
+      9.381899872096255e-06,
+      9.33571300265612e-06,
+      9.290332855016459e-06,
+      9.244869943358935e-06,
+      9.201190550811589e-06,
+      9.15797681955155e-06,
+      9.115441571339034e-06,
+      9.074332410818897e-06,
+      9.033791684487369e-06,
+      8.99351198313525e-06,
+      8.952666576078627e-06,
+      8.912206794775557e-06,
+      8.872097168932669e-06,
+      8.832164894556627e-06,
+      8.793199413048569e-06,
+      8.754508598940447e-06,
+      8.71591237228131e-06,
+      8.678067388245836e-06,
+      8.640705345897004e-06,
+      8.603628884884529e-06,
+      8.568060366087593e-06,
+      8.532947504136246e-06,
+      8.49792286317097e-06,
+      8.462774530926254e-06,
+      8.42733516037697e-06,
+      8.39141102915164e-06,
+      8.355528734682593e-06,
+      8.319731023220811e-06,
+      8.283895112981554e-06,
+      8.247478945122566e-06,
+      8.2115866462118e-06,
+      8.175382390618324e-06,
+      8.138989869621582e-06,
+      8.102771062112879e-06,
+      8.066746886470355e-06,
+      8.030913704715203e-06,
+      7.996153726708144e-06,
+      7.96204312791815e-06,
+      7.92824175732676e-06,
+      7.894966984167695e-06,
+      7.861208359827287e-06,
+      7.827720764908008e-06,
+      7.795310011715628e-06,
+      7.762972927594092e-06,
+      7.731216101092286e-06,
+      7.700396963628009e-06,
+      7.669845217606053e-06,
+      7.639621799171437e-06,
+      7.610172360728029e-06,
+      7.581479167129146e-06,
+      7.5534399002208374e-06,
+      7.525876753788907e-06,
+      7.498605100408895e-06,
+      7.471949629689334e-06,
+      7.445233222824754e-06,
+      7.418620043608826e-06,
+      7.392534371319925e-06,
+      7.36703077564016e-06,
+      7.34245850253501e-06,
+      7.318264579225797e-06,
+      7.294956049008761e-06,
+      7.271539288922213e-06,
+      7.248544989124639e-06,
+      7.226052275655093e-06,
+      7.204278517747298e-06,
+      7.18301089364104e-06,
+      7.1619720074522775e-06,
+      7.141242804209469e-06,
+      7.1207132350536995e-06,
+      7.100523816916393e-06,
+      7.080429895722773e-06,
+      7.060866209940286e-06,
+      7.041921890049707e-06,
+      7.023156740615377e-06,
+      7.004142844380112e-06,
+      6.9850411819061264e-06,
+      6.9661241468566e-06,
+      6.946880603209138e-06,
+      6.927321010152809e-06,
+      6.907876013428904e-06,
+      6.889116775710136e-06,
+      6.869955086585833e-06,
+      6.850551926618209e-06,
+      6.830992788309231e-06,
+      6.8115264184598345e-06,
+      6.792094609409105e-06,
+      6.772861524950713e-06,
+      6.753669367753901e-06,
+      6.734350336046191e-06,
+      6.714579740219051e-06,
+      6.694760031678015e-06,
+      6.674922133242944e-06,
+      6.6552388489071745e-06,
+      6.635546924371738e-06,
+      6.61620833852794e-06,
+      6.596815183002036e-06,
+      6.577665772056207e-06,
+      6.558321729244199e-06,
+      6.538824891322292e-06,
+      6.51921709504677e-06,
+      6.499330083897803e-06,
+      6.47915794615983e-06,
+      6.4588584791636094e-06,
+      6.438151103793643e-06,
+      6.4167702475970145e-06,
+      6.395495802280493e-06,
+      6.374385066010291e-06,
+      6.353056960506365e-06,
+      6.3314528233604506e-06,
+      6.309876880550291e-06,
+      6.288385520747397e-06,
+      6.26704149908619e-06,
+      6.245773874979932e-06,
+      6.224460776138585e-06
+    ],
+    "stabilities": [
+      1.0,
+      0.551898717880249,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.3252432942390442,
+      -1.0909056663513184,
+      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,
+      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,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9954742789268494,
+      1.0,
+      0.9966984987258911,
+      1.0,
+      0.9947672486305237,
+      0.9987907409667969,
+      0.9988498091697693,
+      0.9804848432540894,
+      0.9942514300346375,
+      0.9777432680130005,
+      0.9601322412490845,
+      0.9850993156433105,
+      0.9737815260887146,
+      0.9888850450515747,
+      0.9993018507957458,
+      0.9713566899299622,
+      0.9505178332328796,
+      0.9679176807403564,
+      0.9739680886268616,
+      0.979292094707489,
+      0.9684451818466187,
+      0.991875410079956,
+      0.99274742603302,
+      0.9846153855323792,
+      0.9868191480636597,
+      0.9839009046554565,
+      0.9735682606697083,
+      1.0,
+      0.9906826615333557,
+      0.9894776344299316,
+      1.0,
+      0.967639684677124,
+      0.9961449503898621,
+      0.9910990595817566,
+      0.972862184047699,
+      0.9924744367599487,
+      1.0,
+      1.0,
+      0.9977225661277771,
+      0.9986105561256409,
+      1.0,
+      0.9830558896064758,
+      1.0,
+      1.0,
+      0.9878672361373901,
+      0.9945188760757446,
+      0.9996938109397888,
+      0.9662072658538818,
+      0.9938715100288391,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9945123791694641,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9793785810470581,
+      0.9903692007064819,
+      1.0,
+      0.9933263659477234,
+      1.0,
+      1.0,
+      0.9766897559165955,
+      1.0,
+      0.9908597469329834,
+      0.9788603782653809,
+      0.9997054934501648,
+      0.9976433515548706,
+      0.9823818802833557,
+      0.9820659160614014,
+      0.9846969842910767,
+      0.990364670753479,
+      0.9967569708824158,
+      0.9844668507575989,
+      1.0,
+      1.0,
+      0.9872645139694214,
+      0.9845415949821472,
+      0.9698971509933472,
+      0.9909567832946777,
+      0.969355583190918,
+      1.0,
+      0.9879254698753357,
+      0.9839366674423218,
+      0.9735005497932434,
+      0.9820148348808289,
+      0.9944313764572144,
+      0.9904181361198425,
+      0.9954768419265747,
+      0.9883882403373718,
+      1.0,
+      0.978424608707428,
+      0.9728600978851318,
+      0.9950375556945801,
+      1.0,
+      1.0,
+      0.9951462745666504,
+      1.0,
+      1.0,
+      0.9993689060211182,
+      0.9696893095970154,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9953500032424927,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.998379647731781,
+      1.0,
+      0.9881377220153809,
+      1.0,
+      0.9935312271118164,
+      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
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_metrics_scalar_eval.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 9750.4404296875,
+  "strength": 9112.8388671875,
+  "max_strength": 16659.0,
+  "final_strength": 10857.0,
+  "sample_efficiency": 1.1681589739964693e-06,
+  "training_efficiency": 6.224459866643883e-06,
+  "stability": 0.9932132363319397
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_metrics_scalar_train.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 9750.4404296875,
+  "strength": 9112.8388671875,
+  "max_strength": 16659.0,
+  "final_strength": 10857.0,
+  "sample_efficiency": 1.1681589739964693e-06,
+  "training_efficiency": 6.224459866643883e-06,
+  "stability": 0.9932132363319397
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s0_session_metrics_train.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 9750.4404296875,
+    "strength": 9112.8388671875,
+    "max_strength": 16659.0,
+    "final_strength": 10857.0,
+    "sample_efficiency": 1.1681589739964693e-06,
+    "training_efficiency": 6.224459866643883e-06,
+    "stability": 0.9932132363319397
+  },
+  "local": {
+    "mean_returns": [
+      0.0,
+      356.25,
+      312.0,
+      434.28570556640625,
+      442.5531921386719,
+      455.17242431640625,
+      462.6865539550781,
+      457.5,
+      452.2727355957031,
+      476.0,
+      511.0,
+      635.0,
+      709.0,
+      728.0,
+      797.0,
+      885.0,
+      953.0,
+      1058.0,
+      1170.0,
+      1240.0,
+      1421.0,
+      1557.0,
+      1623.0,
+      1952.0,
+      2097.0,
+      2390.0,
+      3069.0,
+      3427.0,
+      3889.0,
+      4545.0,
+      5159.0,
+      5392.0,
+      6210.0,
+      7119.0,
+      7296.0,
+      7532.0,
+      8555.0,
+      9324.0,
+      9869.0,
+      10076.0,
+      10844.0,
+      11575.0,
+      11703.0,
+      12005.0,
+      12896.0,
+      13624.0,
+      14657.0,
+      14746.0,
+      14867.0,
+      15313.0,
+      15440.0,
+      15826.0,
+      15981.0,
+      16350.0,
+      16463.0,
+      16581.0,
+      16663.0,
+      16822.0,
+      17027.0,
+      16952.0,
+      17114.0,
+      17059.0,
+      17081.0,
+      16994.0,
+      16974.0,
+      16955.0,
+      16633.0,
+      16540.0,
+      16182.0,
+      15555.0,
+      15330.0,
+      14940.0,
+      14779.0,
+      14769.0,
+      14359.0,
+      13671.0,
+      13247.0,
+      12914.0,
+      12656.0,
+      12271.0,
+      12175.0,
+      12090.0,
+      11911.0,
+      11760.0,
+      11578.0,
+      11284.0,
+      11295.0,
+      11194.0,
+      11081.0,
+      11178.0,
+      10831.0,
+      10791.0,
+      10699.0,
+      10421.0,
+      10346.0,
+      10346.0,
+      10554.0,
+      10531.0,
+      10517.0,
+      10547.0,
+      10376.0,
+      10378.0,
+      10428.0,
+      10307.0,
+      10253.0,
+      10250.0,
+      9919.0,
+      9861.0,
+      9902.0,
+      10003.0,
+      10153.0,
+      10363.0,
+      10432.0,
+      10491.0,
+      10587.0,
+      10842.0,
+      10785.0,
+      10970.0,
+      11125.0,
+      11176.0,
+      11222.0,
+      11269.0,
+      11046.0,
+      10944.0,
+      10944.0,
+      10874.0,
+      11123.0,
+      11137.0,
+      10888.0,
+      10958.0,
+      10862.0,
+      10642.0,
+      10639.0,
+      10615.0,
+      10436.0,
+      10257.0,
+      10107.0,
+      10014.0,
+      9983.0,
+      9835.0,
+      9924.0,
+      9956.0,
+      9835.0,
+      9690.0,
+      9412.0,
+      9331.0,
+      9059.0,
+      9151.0,
+      9046.0,
+      8908.0,
+      8684.0,
+      8536.0,
+      8491.0,
+      8414.0,
+      8378.0,
+      8286.0,
+      8288.0,
+      8119.0,
+      7911.0,
+      7874.0,
+      8007.0,
+      8078.0,
+      8041.0,
+      8210.0,
+      8378.0,
+      8373.0,
+      8133.0,
+      8338.0,
+      8480.0,
+      8589.0,
+      8596.0,
+      8627.0,
+      8589.0,
+      8617.0,
+      8718.0,
+      8961.0,
+      9034.0,
+      9095.0,
+      9081.0,
+      9138.0,
+      9035.0,
+      9112.0,
+      9056.0,
+      9197.0,
+      9322.0,
+      9430.0,
+      9618.0,
+      9813.0,
+      9938.0,
+      10198.0,
+      10591.0,
+      10619.0,
+      10619.0,
+      10804.0,
+      11022.0,
+      11094.0,
+      11139.0,
+      11152.0,
+      11201.0,
+      11312.0
+    ],
+    "strengths": [
+      -455.0,
+      -98.75,
+      -143.0,
+      -20.71429443359375,
+      -12.446807861328125,
+      0.17242431640625,
+      7.686553955078125,
+      2.5,
+      -2.727264404296875,
+      21.0,
+      56.0,
+      180.0,
+      254.0,
+      273.0,
+      342.0,
+      430.0,
+      498.0,
+      603.0,
+      715.0,
+      785.0,
+      966.0,
+      1102.0,
+      1168.0,
+      1497.0,
+      1642.0,
+      1935.0,
+      2614.0,
+      2972.0,
+      3434.0,
+      4090.0,
+      4704.0,
+      4937.0,
+      5755.0,
+      6664.0,
+      6841.0,
+      7077.0,
+      8100.0,
+      8869.0,
+      9414.0,
+      9621.0,
+      10389.0,
+      11120.0,
+      11248.0,
+      11550.0,
+      12441.0,
+      13169.0,
+      14202.0,
+      14291.0,
+      14412.0,
+      14858.0,
+      14985.0,
+      15371.0,
+      15526.0,
+      15895.0,
+      16008.0,
+      16126.0,
+      16208.0,
+      16367.0,
+      16572.0,
+      16497.0,
+      16659.0,
+      16604.0,
+      16626.0,
+      16539.0,
+      16519.0,
+      16500.0,
+      16178.0,
+      16085.0,
+      15727.0,
+      15100.0,
+      14875.0,
+      14485.0,
+      14324.0,
+      14314.0,
+      13904.0,
+      13216.0,
+      12792.0,
+      12459.0,
+      12201.0,
+      11816.0,
+      11720.0,
+      11635.0,
+      11456.0,
+      11305.0,
+      11123.0,
+      10829.0,
+      10840.0,
+      10739.0,
+      10626.0,
+      10723.0,
+      10376.0,
+      10336.0,
+      10244.0,
+      9966.0,
+      9891.0,
+      9891.0,
+      10099.0,
+      10076.0,
+      10062.0,
+      10092.0,
+      9921.0,
+      9923.0,
+      9973.0,
+      9852.0,
+      9798.0,
+      9795.0,
+      9464.0,
+      9406.0,
+      9447.0,
+      9548.0,
+      9698.0,
+      9908.0,
+      9977.0,
+      10036.0,
+      10132.0,
+      10387.0,
+      10330.0,
+      10515.0,
+      10670.0,
+      10721.0,
+      10767.0,
+      10814.0,
+      10591.0,
+      10489.0,
+      10489.0,
+      10419.0,
+      10668.0,
+      10682.0,
+      10433.0,
+      10503.0,
+      10407.0,
+      10187.0,
+      10184.0,
+      10160.0,
+      9981.0,
+      9802.0,
+      9652.0,
+      9559.0,
+      9528.0,
+      9380.0,
+      9469.0,
+      9501.0,
+      9380.0,
+      9235.0,
+      8957.0,
+      8876.0,
+      8604.0,
+      8696.0,
+      8591.0,
+      8453.0,
+      8229.0,
+      8081.0,
+      8036.0,
+      7959.0,
+      7923.0,
+      7831.0,
+      7833.0,
+      7664.0,
+      7456.0,
+      7419.0,
+      7552.0,
+      7623.0,
+      7586.0,
+      7755.0,
+      7923.0,
+      7918.0,
+      7678.0,
+      7883.0,
+      8025.0,
+      8134.0,
+      8141.0,
+      8172.0,
+      8134.0,
+      8162.0,
+      8263.0,
+      8506.0,
+      8579.0,
+      8640.0,
+      8626.0,
+      8683.0,
+      8580.0,
+      8657.0,
+      8601.0,
+      8742.0,
+      8867.0,
+      8975.0,
+      9163.0,
+      9358.0,
+      9483.0,
+      9743.0,
+      10136.0,
+      10164.0,
+      10164.0,
+      10349.0,
+      10567.0,
+      10639.0,
+      10684.0,
+      10697.0,
+      10746.0,
+      10857.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      9.108352242037654e-05,
+      7.923095108708367e-05,
+      7.76652159402147e-05,
+      7.668187754461542e-05,
+      7.669605838600546e-05,
+      7.736044790362939e-05,
+      7.758579886285588e-05,
+      7.733479287708178e-05,
+      7.935114990686998e-05,
+      8.544862066628411e-05,
+      0.00011528177856234834,
+      0.0002446257567498833,
+      -0.000805799150839448,
+      -0.0001175426586996764,
+      -5.369531936594285e-05,
+      -3.1416107958648354e-05,
+      -1.9893042917829007e-05,
+      -1.3104898243909702e-05,
+      -8.967052963271271e-06,
+      -5.953416348347673e-06,
+      -3.850864686683053e-06,
+      -2.4153266622306546e-06,
+      -1.2089627716704854e-06,
+      -3.370606123098696e-07,
+      3.521443829868076e-07,
+      9.622946208764915e-07,
+      1.409728156431811e-06,
+      1.746856355566706e-06,
+      2.0079210116819013e-06,
+      2.2017363789927913e-06,
+      2.333873226234573e-06,
+      2.4334478894161293e-06,
+      2.5055683181562927e-06,
+      2.55031000051531e-06,
+      2.5767726583580952e-06,
+      2.5915701371559408e-06,
+      2.5961310257116565e-06,
+      2.592673808976542e-06,
+      2.5834663119894685e-06,
+      2.569471689639613e-06,
+      2.551758143454208e-06,
+      2.5321271550637903e-06,
+      2.510900003471761e-06,
+      2.4875159851944773e-06,
+      2.462749762344174e-06,
+      2.436450813547708e-06,
+      2.4106045657390496e-06,
+      2.385185098319198e-06,
+      2.3596944629389327e-06,
+      2.334735654585529e-06,
+      2.3099091777112335e-06,
+      2.285614300490124e-06,
+      2.2615315629082033e-06,
+      2.2380547761713387e-06,
+      2.2151471057441086e-06,
+      2.1928303794993553e-06,
+      2.1709754491894273e-06,
+      2.1495125110959634e-06,
+      2.12877307603776e-06,
+      2.1084267700643977e-06,
+      2.0887118807877414e-06,
+      2.069501761070569e-06,
+      2.050888497251435e-06,
+      2.032763404713478e-06,
+      2.0150998807366705e-06,
+      1.998181687667966e-06,
+      1.9817282463918673e-06,
+      1.965973069673055e-06,
+      1.9511273876560153e-06,
+      1.9367505501577398e-06,
+      1.9229723875469062e-06,
+      1.9095507468591677e-06,
+      1.8963354477818939e-06,
+      1.883679260572535e-06,
+      1.8717987586569507e-06,
+      1.8604242768560653e-06,
+      1.8494559981263592e-06,
+      1.8388146827419405e-06,
+      1.8285981013832497e-06,
+      1.818547730181308e-06,
+      1.8086524278260185e-06,
+      1.7989884781854926e-06,
+      1.7895274595502997e-06,
+      1.7802904039854184e-06,
+      1.771363372427004e-06,
+      1.7624914789848845e-06,
+      1.7537663552502636e-06,
+      1.7451953908675932e-06,
+      1.7366103293170454e-06,
+      1.7283637134823948e-06,
+      1.720206228128518e-06,
+      1.7121781183959683e-06,
+      1.7044204696503584e-06,
+      1.6967711644610972e-06,
+      1.6891722225409467e-06,
+      1.681467551861715e-06,
+      1.673836550253327e-06,
+      1.6662726238791947e-06,
+      1.658743144616892e-06,
+      1.6513964737896458e-06,
+      1.6441025536551024e-06,
+      1.6368270507882698e-06,
+      1.6296939975291025e-06,
+      1.6226528032348142e-06,
+      1.6156660649357946e-06,
+      1.6089638847915921e-06,
+      1.6023484477045713e-06,
+      1.5957500636432087e-06,
+      1.5891286011537886e-06,
+      1.5824532511032885e-06,
+      1.5756867242089356e-06,
+      1.5689287238274119e-06,
+      1.56218709435052e-06,
+      1.555438643663365e-06,
+      1.548581508359348e-06,
+      1.5418233942909865e-06,
+      1.5350070725617115e-06,
+      1.5281552805390675e-06,
+      1.5213369124467135e-06,
+      1.5145556062634569e-06,
+      1.5078106798682711e-06,
+      1.5012680023573921e-06,
+      1.494847879257577e-06,
+      1.4884863048791885e-06,
+      1.4822243201706442e-06,
+      1.4758713859919226e-06,
+      1.4695696108901757e-06,
+      1.4634709941674373e-06,
+      1.4573864746125764e-06,
+      1.451411208108766e-06,
+      1.4456127246376127e-06,
+      1.4398649454960832e-06,
+      1.4341787846205989e-06,
+      1.4286387113315868e-06,
+      1.42324108765024e-06,
+      1.417966814187821e-06,
+      1.4127821259535267e-06,
+      1.407652348461852e-06,
+      1.4026387589183287e-06,
+      1.397613914377871e-06,
+      1.3926086239735014e-06,
+      1.3877026958653005e-06,
+      1.3829063618686632e-06,
+      1.3782853329757927e-06,
+      1.3737355857301736e-06,
+      1.3693523897018167e-06,
+      1.3649491847900208e-06,
+      1.3606253332909546e-06,
+      1.3563960692408727e-06,
+      1.3523018651540042e-06,
+      1.3483031580108218e-06,
+      1.3443475381791359e-06,
+      1.3404501260083634e-06,
+      1.3365902304940391e-06,
+      1.3327945680430275e-06,
+      1.3290169817992137e-06,
+      1.3253390989120817e-06,
+      1.3217777450336143e-06,
+      1.3182501561459503e-06,
+      1.3146758419679827e-06,
+      1.311085270572221e-06,
+      1.3075292599751265e-06,
+      1.3039119721725e-06,
+      1.300235339840583e-06,
+      1.2965805353815085e-06,
+      1.2930545381095726e-06,
+      1.2894529390905518e-06,
+      1.28580597902328e-06,
+      1.2821299151255516e-06,
+      1.2784711316271569e-06,
+      1.2748191693390254e-06,
+      1.2712043826468289e-06,
+      1.267597554033273e-06,
+      1.2639668511837954e-06,
+      1.2602513379533775e-06,
+      1.2565266160891042e-06,
+      1.252798597306537e-06,
+      1.2490995686675888e-06,
+      1.2453991757865879e-06,
+      1.2417650623319787e-06,
+      1.23812094443565e-06,
+      1.2345224149612477e-06,
+      1.2308876193856122e-06,
+      1.2272239473531954e-06,
+      1.2235395843163133e-06,
+      1.2198029253340792e-06,
+      1.2160126061644405e-06,
+      1.2121984127588803e-06,
+      1.2083077081115334e-06,
+      1.2042903563269647e-06,
+      1.2002932407995104e-06,
+      1.196326820718241e-06,
+      1.1923195870622294e-06,
+      1.1882606258950545e-06,
+      1.1842068943224149e-06,
+      1.1801690789070562e-06,
+      1.1761592304537771e-06,
+      1.1721634791683755e-06,
+      1.1681594287438202e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.0005365197430364788,
+      0.00046413979725912213,
+      0.0004546868149191141,
+      0.0004487890109885484,
+      0.0004488737031351775,
+      0.0004528294375631958,
+      0.0004541682137642056,
+      0.0004526795237325132,
+      0.00046462201862595975,
+      0.0005006978753954172,
+      0.000677062664180994,
+      0.0014413268072530627,
+      -0.004764188546687365,
+      -0.0006980262114666402,
+      -0.000320712715620175,
+      -0.0001889807463157922,
+      -0.00012079464067937806,
+      -8.058523235376924e-05,
+      -5.604260149993934e-05,
+      -3.813941657426767e-05,
+      -2.5624553018133156e-05,
+      -1.7060132449842058e-05,
+      -9.8434602477937e-06,
+      -4.610707492247457e-06,
+      -4.585397448408912e-07,
+      3.2342404665541835e-06,
+      5.957649136689724e-06,
+      8.024242561077699e-06,
+      9.638953088142443e-06,
+      1.0851697879843414e-05,
+      1.1691349754983094e-05,
+      1.2337470252532512e-05,
+      1.2819670700991992e-05,
+      1.3132953426975291e-05,
+      1.3333376045920886e-05,
+      1.3464957191899884e-05,
+      1.353413699689554e-05,
+      1.3553128155763261e-05,
+      1.3534584468288813e-05,
+      1.3486633179127239e-05,
+      1.341539518762147e-05,
+      1.3330023648450151e-05,
+      1.3233346180641092e-05,
+      1.312356016569538e-05,
+      1.3004761058255099e-05,
+      1.2876578693976626e-05,
+      1.2749040251947008e-05,
+      1.2622379472304601e-05,
+      1.2494358088588342e-05,
+      1.2368192983558401e-05,
+      1.224201696459204e-05,
+      1.2117977348680142e-05,
+      1.1994542546744924e-05,
+      1.1873804396600462e-05,
+      1.1755650120903738e-05,
+      1.164024888566928e-05,
+      1.1526983143994585e-05,
+      1.1415524568292312e-05,
+      1.130763121182099e-05,
+      1.1201614142919425e-05,
+      1.1098740287707187e-05,
+      1.0998371180903632e-05,
+      1.0901006135100033e-05,
+      1.0806093996507116e-05,
+      1.0713508345361333e-05,
+      1.0624750757415313e-05,
+      1.053836149367271e-05,
+      1.0455577466927934e-05,
+      1.0377517355664168e-05,
+      1.0301875590812415e-05,
+      1.0229339750367217e-05,
+      1.0158641998714302e-05,
+      1.0088995622936636e-05,
+      1.0022265087172855e-05,
+      9.959597264241893e-06,
+      9.899573342408985e-06,
+      9.841671271715313e-06,
+      9.785475413082168e-06,
+      9.731504178489558e-06,
+      9.678394235379528e-06,
+      9.626089195080567e-06,
+      9.57499196374556e-06,
+      9.52495429373812e-06,
+      9.476090781390667e-06,
+      9.428854355064686e-06,
+      9.381899872096255e-06,
+      9.33571300265612e-06,
+      9.290332855016459e-06,
+      9.244869943358935e-06,
+      9.201190550811589e-06,
+      9.15797681955155e-06,
+      9.115441571339034e-06,
+      9.074332410818897e-06,
+      9.033791684487369e-06,
+      8.99351198313525e-06,
+      8.952666576078627e-06,
+      8.912206794775557e-06,
+      8.872097168932669e-06,
+      8.832164894556627e-06,
+      8.793199413048569e-06,
+      8.754508598940447e-06,
+      8.71591237228131e-06,
+      8.678067388245836e-06,
+      8.640705345897004e-06,
+      8.603628884884529e-06,
+      8.568060366087593e-06,
+      8.532947504136246e-06,
+      8.49792286317097e-06,
+      8.462774530926254e-06,
+      8.42733516037697e-06,
+      8.39141102915164e-06,
+      8.355528734682593e-06,
+      8.319731023220811e-06,
+      8.283895112981554e-06,
+      8.247478945122566e-06,
+      8.2115866462118e-06,
+      8.175382390618324e-06,
+      8.138989869621582e-06,
+      8.102771062112879e-06,
+      8.066746886470355e-06,
+      8.030913704715203e-06,
+      7.996153726708144e-06,
+      7.96204312791815e-06,
+      7.92824175732676e-06,
+      7.894966984167695e-06,
+      7.861208359827287e-06,
+      7.827720764908008e-06,
+      7.795310011715628e-06,
+      7.762972927594092e-06,
+      7.731216101092286e-06,
+      7.700396963628009e-06,
+      7.669845217606053e-06,
+      7.639621799171437e-06,
+      7.610172360728029e-06,
+      7.581479167129146e-06,
+      7.5534399002208374e-06,
+      7.525876753788907e-06,
+      7.498605100408895e-06,
+      7.471949629689334e-06,
+      7.445233222824754e-06,
+      7.418620043608826e-06,
+      7.392534371319925e-06,
+      7.36703077564016e-06,
+      7.34245850253501e-06,
+      7.318264579225797e-06,
+      7.294956049008761e-06,
+      7.271539288922213e-06,
+      7.248544989124639e-06,
+      7.226052275655093e-06,
+      7.204278517747298e-06,
+      7.18301089364104e-06,
+      7.1619720074522775e-06,
+      7.141242804209469e-06,
+      7.1207132350536995e-06,
+      7.100523816916393e-06,
+      7.080429895722773e-06,
+      7.060866209940286e-06,
+      7.041921890049707e-06,
+      7.023156740615377e-06,
+      7.004142844380112e-06,
+      6.9850411819061264e-06,
+      6.9661241468566e-06,
+      6.946880603209138e-06,
+      6.927321010152809e-06,
+      6.907876013428904e-06,
+      6.889116775710136e-06,
+      6.869955086585833e-06,
+      6.850551926618209e-06,
+      6.830992788309231e-06,
+      6.8115264184598345e-06,
+      6.792094609409105e-06,
+      6.772861524950713e-06,
+      6.753669367753901e-06,
+      6.734350336046191e-06,
+      6.714579740219051e-06,
+      6.694760031678015e-06,
+      6.674922133242944e-06,
+      6.6552388489071745e-06,
+      6.635546924371738e-06,
+      6.61620833852794e-06,
+      6.596815183002036e-06,
+      6.577665772056207e-06,
+      6.558321729244199e-06,
+      6.538824891322292e-06,
+      6.51921709504677e-06,
+      6.499330083897803e-06,
+      6.47915794615983e-06,
+      6.4588584791636094e-06,
+      6.438151103793643e-06,
+      6.4167702475970145e-06,
+      6.395495802280493e-06,
+      6.374385066010291e-06,
+      6.353056960506365e-06,
+      6.3314528233604506e-06,
+      6.309876880550291e-06,
+      6.288385520747397e-06,
+      6.26704149908619e-06,
+      6.245773874979932e-06,
+      6.224460776138585e-06
+    ],
+    "stabilities": [
+      1.0,
+      0.551898717880249,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.3252432942390442,
+      -1.0909056663513184,
+      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,
+      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,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9954742789268494,
+      1.0,
+      0.9966984987258911,
+      1.0,
+      0.9947672486305237,
+      0.9987907409667969,
+      0.9988498091697693,
+      0.9804848432540894,
+      0.9942514300346375,
+      0.9777432680130005,
+      0.9601322412490845,
+      0.9850993156433105,
+      0.9737815260887146,
+      0.9888850450515747,
+      0.9993018507957458,
+      0.9713566899299622,
+      0.9505178332328796,
+      0.9679176807403564,
+      0.9739680886268616,
+      0.979292094707489,
+      0.9684451818466187,
+      0.991875410079956,
+      0.99274742603302,
+      0.9846153855323792,
+      0.9868191480636597,
+      0.9839009046554565,
+      0.9735682606697083,
+      1.0,
+      0.9906826615333557,
+      0.9894776344299316,
+      1.0,
+      0.967639684677124,
+      0.9961449503898621,
+      0.9910990595817566,
+      0.972862184047699,
+      0.9924744367599487,
+      1.0,
+      1.0,
+      0.9977225661277771,
+      0.9986105561256409,
+      1.0,
+      0.9830558896064758,
+      1.0,
+      1.0,
+      0.9878672361373901,
+      0.9945188760757446,
+      0.9996938109397888,
+      0.9662072658538818,
+      0.9938715100288391,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9945123791694641,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9793785810470581,
+      0.9903692007064819,
+      1.0,
+      0.9933263659477234,
+      1.0,
+      1.0,
+      0.9766897559165955,
+      1.0,
+      0.9908597469329834,
+      0.9788603782653809,
+      0.9997054934501648,
+      0.9976433515548706,
+      0.9823818802833557,
+      0.9820659160614014,
+      0.9846969842910767,
+      0.990364670753479,
+      0.9967569708824158,
+      0.9844668507575989,
+      1.0,
+      1.0,
+      0.9872645139694214,
+      0.9845415949821472,
+      0.9698971509933472,
+      0.9909567832946777,
+      0.969355583190918,
+      1.0,
+      0.9879254698753357,
+      0.9839366674423218,
+      0.9735005497932434,
+      0.9820148348808289,
+      0.9944313764572144,
+      0.9904181361198425,
+      0.9954768419265747,
+      0.9883882403373718,
+      1.0,
+      0.978424608707428,
+      0.9728600978851318,
+      0.9950375556945801,
+      1.0,
+      1.0,
+      0.9951462745666504,
+      1.0,
+      1.0,
+      0.9993689060211182,
+      0.9696893095970154,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9953500032424927,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.998379647731781,
+      1.0,
+      0.9881377220153809,
+      1.0,
+      0.9935312271118164,
+      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
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_df_eval.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+125.80645,125.80645,-18.51598,83.333336,10000.0,120.0,625.0,,1689.0,0.0003,0.6310265
+481.25,303.52823,-27.20951,99.0099,20000.0,202.0,1250.0,,3564.0,0.0003,0.4035392
+500.0,369.0188,-32.24769,105.633804,30000.0,284.0,1875.0,,5439.0,0.0003,0.2642851
+506.25,403.3266,-32.964436,108.99183,40000.0,367.0,2500.0,,7314.0,0.0003,0.17454436
+506.38297,423.9379,-33.954464,111.358574,50000.0,449.0,3125.0,,9189.0,0.0003,0.11569449
+490.74075,435.0717,-31.924284,112.99435,60000.0,531.0,3750.0,,11064.0,0.0003,0.076879464
+509.375,445.68646,-30.796192,114.1925,70000.0,613.0,4375.0,,12939.0,0.0003,0.051197443
+520.2532,455.0073,-28.807426,115.10791,80000.0,695.0,5000.0,,14814.0,0.0003,0.034197304
+520.2381,462.25516,-27.121283,115.83012,90000.0,777.0,5625.0,,16689.0,0.0003,0.022935312
+540.0,470.02963,-25.009392,116.41444,100000.0,859.0,6250.0,,18564.0,0.0003,0.01548317
+578.0,479.84512,-23.110289,116.77283,110000.0,942.0,6875.0,,20439.0,0.0003,0.010619716
+647.0,493.7747,-21.178068,117.302055,120000.0,1023.0,7500.0,,22314.0,0.0003,0.0074615963
+664.0,506.86896,-19.665554,117.54069,130000.0,1106.0,8125.0,,24189.0,0.0003,0.006737947
+751.0,524.3069,-17.792149,117.9444,140000.0,1187.0,8750.0,,26064.0,0.0003,0.006737947
+818.0,543.8864,-16.72548,118.20331,150000.0,1269.0,9375.0,,27939.0,0.0003,0.006737947
+922.0,567.51855,-15.245716,118.43079,160000.0,1351.0,10000.0,,29814.0,0.0003,0.006737947
+971.0,591.25275,-14.07924,118.63224,170000.0,1433.0,10625.0,,31689.0,0.0003,0.006737947
+995.0,613.68317,-12.798314,118.81188,180000.0,1515.0,11250.0,,33564.0,0.0003,0.006737947
+1031.0,635.6472,-11.780139,118.973076,190000.0,1597.0,11875.0,,35439.0,0.0003,0.006737947
+1034.0,655.5648,-11.120691,119.189514,200000.0,1678.0,12500.0,,37314.0,0.0003,0.006737947
+1185.0,680.77606,-10.113969,119.318184,210000.0,1760.0,13125.0,,39189.0,0.0003,0.0067582796
+1237.0,706.05896,-9.434099,119.435394,220000.0,1842.0,13750.0,,41064.0,0.0003,0.008329256
+1628.0,746.1434,-8.777872,119.54262,230000.0,1924.0,14375.0,,42939.0,0.0003,0.010979855
+1805.0,790.2624,-8.610303,119.700745,240000.0,2005.0,15000.0,,44814.0,0.0003,0.013944299
+2302.0,850.7319,-8.026317,119.731804,250000.0,2088.0,15625.0,,46689.0,0.0003,0.017181002
+2792.0,925.39606,-8.048325,119.81567,260000.0,2170.0,16250.0,,48564.0,0.0003,0.017972803
+3098.0,1005.86285,-7.4487786,119.94669,270000.0,2251.0,16875.0,,50439.0,0.0003,0.01716041
+3533.0,1096.1178,-7.638037,120.01714,280000.0,2333.0,17500.0,,52314.0,0.0003,0.016354648
+3789.0,1188.9757,-7.8315644,120.13256,290000.0,2414.0,18125.0,,54189.0,0.0003,0.016646866
+4207.0,1289.5765,-8.524416,120.19231,300000.0,2496.0,18750.0,,56064.0,0.0003,0.018108653
+5118.0,1413.0741,-8.750034,120.294914,310000.0,2577.0,19375.0,,57939.0,0.0003,0.02116245
+5447.0,1539.1343,-8.94539,120.39127,320000.0,2658.0,20000.0,,59814.0,0.0003,0.023159971
+5883.0,1670.7666,-9.3151,120.481926,330000.0,2739.0,20625.0,,61689.0,0.0003,0.023835313
+6415.0,1810.3029,-9.326132,120.524635,340000.0,2821.0,21250.0,,63564.0,0.0003,0.022418255
+7034.0,1959.5514,-9.329867,120.606476,350000.0,2902.0,21875.0,,65439.0,0.0003,0.021720722
+7410.0,2110.9526,-9.362664,120.64343,360000.0,2984.0,22500.0,,67314.0,0.0003,0.02071104
+7898.0,2267.3594,-9.601826,120.678406,370000.0,3066.0,23125.0,,69189.0,0.0003,0.020893557
+8611.0,2434.2974,-9.456727,120.71156,380000.0,3148.0,23750.0,,71064.0,0.0003,0.020645447
+9044.0,2603.7769,-9.981469,120.743034,390000.0,3230.0,24375.0,,72939.0,0.0003,0.020126617
+9627.0,2779.3574,-10.021948,120.77295,400000.0,3312.0,25000.0,,74814.0,0.0003,0.018680036
+10238.0,2961.2756,-9.4144945,120.801414,410000.0,3394.0,25625.0,,76689.0,0.0003,0.018935401
+10753.0,3146.7927,-9.731184,120.86331,420000.0,3475.0,26250.0,,78564.0,0.0003,0.017835403
+10965.0,3328.6116,-9.935395,120.88839,430000.0,3557.0,26875.0,,80439.0,0.0003,0.01901826
+11108.0,3505.4158,-10.150087,120.91234,440000.0,3639.0,27500.0,,82314.0,0.0003,0.018031895
+11149.0,3675.2732,-9.69595,120.935234,450000.0,3721.0,28125.0,,84189.0,0.0003,0.018001013
+11132.0,3837.376,-9.949153,120.95714,460000.0,3803.0,28750.0,,86064.0,0.0003,0.01779484
+11236.0,3994.7935,-9.913423,121.00927,470000.0,3884.0,29375.0,,87939.0,0.0003,0.01684902
+11409.0,4149.2563,-9.59134,120.99824,480000.0,3967.0,30000.0,,89814.0,0.0003,0.016541563
+11429.0,4297.8223,-9.536816,121.04743,490000.0,4048.0,30625.0,,91689.0,0.0003,0.015708085
+11670.0,4445.266,-9.386246,121.094696,500000.0,4129.0,31250.0,,93564.0,0.0003,0.0160028
+11806.0,4589.594,-9.326061,121.111374,510000.0,4211.0,31875.0,,95439.0,0.0003,0.015545437
+11866.0,4729.525,-9.770945,121.12742,520000.0,4293.0,32500.0,,97314.0,0.0003,0.016158639
+11837.0,4863.6284,-9.318565,121.170555,530000.0,4374.0,33125.0,,99189.0,0.0003,0.01627979
+11924.0,4994.376,-9.239831,121.15773,540000.0,4457.0,33750.0,,101064.0,0.0003,0.01614721
+12150.0,5124.4785,-9.538609,121.19877,550000.0,4538.0,34375.0,,102939.0,0.0003,0.016965128
+11987.0,5247.0234,-9.337794,121.238365,560000.0,4619.0,35000.0,,104814.0,0.0003,0.017171117
+12007.0,5365.6196,-9.0983715,121.276596,570000.0,4700.0,35625.0,,106689.0,0.0003,0.017353745
+11963.0,5479.3677,-9.457652,121.28816,580000.0,4782.0,36250.0,,108564.0,0.0003,0.017586317
+12099.0,5591.5645,-9.7147875,121.29934,590000.0,4864.0,36875.0,,110439.0,0.0003,0.01799021
+11981.0,5698.055,-9.443468,121.33468,600000.0,4945.0,37500.0,,112314.0,0.0003,0.018751914
+11804.0,5798.153,-9.598477,121.34474,610000.0,5027.0,38125.0,,114189.0,0.0003,0.019164322
+11707.0,5893.4565,-9.461971,121.37823,620000.0,5108.0,38750.0,,116064.0,0.0003,0.018642005
+11759.0,5986.5605,-9.248521,121.38728,630000.0,5190.0,39375.0,,117939.0,0.0003,0.01900238
+11910.0,6079.1143,-10.196912,121.41908,640000.0,5271.0,40000.0,,119814.0,0.0003,0.019852104
+11999.0,6170.1895,-10.109045,121.42724,650000.0,5353.0,40625.0,,121689.0,0.0003,0.020000782
+12009.0,6258.6562,-9.778848,121.43514,660000.0,5435.0,41250.0,,123564.0,0.0003,0.02012715
+12230.0,6347.781,-9.675906,121.44281,670000.0,5517.0,41875.0,,125439.0,0.0003,0.01952609
+12369.0,6436.328,-10.051623,121.471954,680000.0,5598.0,42500.0,,127314.0,0.0003,0.021115588
+12248.0,6520.555,-10.235697,121.50027,690000.0,5679.0,43125.0,,129189.0,0.0003,0.02091553
+12340.0,6603.69,-10.200603,121.52778,700000.0,5760.0,43750.0,,131064.0,0.0003,0.020309431
+12296.0,6683.864,-9.994631,121.53372,710000.0,5842.0,44375.0,,132939.0,0.0003,0.021249842
+12322.0,6762.171,-10.225773,121.56002,720000.0,5923.0,45000.0,,134814.0,0.0003,0.021457905
+12117.0,6835.525,-10.567546,121.58561,730000.0,6004.0,45625.0,,136689.0,0.0003,0.021735668
+12096.0,6906.6123,-10.611279,121.63051,740000.0,6084.0,46250.0,,138564.0,0.0003,0.022095233
+12030.0,6974.9243,-10.50736,121.63477,750000.0,6166.0,46875.0,,140439.0,0.0003,0.022710215
+11906.0,7039.8066,-10.690421,121.67787,760000.0,6246.0,47500.0,,142314.0,0.0003,0.023135357
+12002.0,7104.251,-10.510441,121.700645,770000.0,6327.0,48125.0,,144189.0,0.0003,0.023228949
+12015.0,7167.209,-11.061338,121.70386,780000.0,6409.0,48750.0,,146064.0,0.0003,0.022891646
+11870.0,7226.7383,-11.026584,121.68823,790000.0,6492.0,49375.0,,147939.0,0.0003,0.023736434
+11928.0,7285.504,-11.141623,121.71003,800000.0,6573.0,50000.0,,149814.0,0.0003,0.02440665
+11870.0,7342.1025,-11.12705,121.69471,810000.0,6656.0,50625.0,,151689.0,0.0003,0.023468552
+11734.0,7395.662,-11.228334,121.73396,820000.0,6736.0,51250.0,,153564.0,0.0003,0.024460988
+11439.0,7444.3774,-11.294451,121.73658,830000.0,6818.0,51875.0,,155439.0,0.0003,0.024985973
+11439.0,7491.932,-11.400858,121.756775,840000.0,6899.0,52500.0,,157314.0,0.0003,0.024881234
+11298.0,7536.7095,-11.171597,121.75906,850000.0,6981.0,53125.0,,159189.0,0.0003,0.024938319
+11311.0,7580.5967,-11.830416,121.74406,860000.0,7064.0,53750.0,,161064.0,0.0003,0.025007023
+11362.0,7624.061,-11.619594,121.76347,870000.0,7145.0,54375.0,,162939.0,0.0003,0.024891112
+11563.0,7668.822,-11.642968,121.7656,880000.0,7227.0,55000.0,,164814.0,0.0003,0.025199963
+11540.0,7712.3184,-11.58386,121.767685,890000.0,7309.0,55625.0,,166689.0,0.0003,0.025628919
+11528.0,7754.7144,-11.984211,121.75325,900000.0,7392.0,56250.0,,168564.0,0.0003,0.025139019
+11241.0,7793.0254,-11.870372,121.77171,910000.0,7473.0,56875.0,,170439.0,0.0003,0.02503746
+11333.0,7831.5034,-11.676752,121.77366,920000.0,7555.0,57500.0,,172314.0,0.0003,0.025325086
+11175.0,7867.455,-11.959609,121.775566,930000.0,7637.0,58125.0,,174189.0,0.0003,0.026354713
+11073.0,7901.5566,-11.916808,121.80899,940000.0,7717.0,58750.0,,176064.0,0.0003,0.026528759
+10589.0,7929.845,-11.942003,121.810486,950000.0,7799.0,59375.0,,177939.0,0.0003,0.026928429
+10295.0,7954.4824,-12.12328,121.81195,960000.0,7881.0,60000.0,,179814.0,0.0003,0.027597701
+9846.0,7973.9824,-12.27451,121.79809,970000.0,7964.0,60625.0,,181689.0,0.0003,0.027417459
+9762.0,7992.2275,-12.421776,121.81479,980000.0,8045.0,61250.0,,183564.0,0.0003,0.028463734
+9530.0,8007.7607,-12.407803,121.81617,990000.0,8127.0,61875.0,,185439.0,0.0003,0.028273677
+9395.0,8021.6333,-12.5601425,121.83236,1000000.0,8208.0,62500.0,,187314.0,0.0003,0.028686376
+9393.0,8114.305,-12.520683,121.833534,1010000.0,8290.0,63125.0,,189189.0,0.0003,0.029167375
+9293.0,8202.423,-12.59608,121.84924,1020000.0,8371.0,63750.0,,191064.0,0.0003,0.028756456
+9356.0,8290.982,-12.110148,121.85023,1030000.0,8453.0,64375.0,,192939.0,0.0003,0.02922265
+9141.0,8377.33,-12.636529,121.851204,1040000.0,8535.0,65000.0,,194814.0,0.0003,0.028218307
+9085.0,8463.116,-12.488332,121.85215,1050000.0,8617.0,65625.0,,196689.0,0.0003,0.028014692
+8969.0,8547.898,-12.873741,121.867096,1060000.0,8698.0,66250.0,,198564.0,0.0003,0.02860382
+9100.0,8633.805,-12.5403595,121.86788,1070000.0,8780.0,66875.0,,200439.0,0.0003,0.028701954
+9151.0,8720.112,-12.902856,121.86865,1080000.0,8862.0,67500.0,,202314.0,0.0003,0.029966993
+9165.0,8806.56,-12.942535,121.86941,1090000.0,8944.0,68125.0,,204189.0,0.0003,0.029106392
+9073.0,8891.89,-12.711312,121.85665,1100000.0,9027.0,68750.0,,206064.0,0.0003,0.02886964
+9011.0,8976.22,-13.00364,121.844124,1110000.0,9110.0,69375.0,,207939.0,0.0003,0.028909154
+9051.0,9060.26,-13.122257,121.845085,1120000.0,9192.0,70000.0,,209814.0,0.0003,0.028373532
+9123.0,9144.85,-12.876698,121.84602,1130000.0,9274.0,70625.0,,211689.0,0.0003,0.02801918
+9143.0,9228.77,-12.838213,121.85997,1140000.0,9355.0,71250.0,,213564.0,0.0003,0.02837492
+9482.0,9315.41,-13.274057,121.87367,1150000.0,9436.0,71875.0,,215439.0,0.0003,0.028075738
+9309.0,9399.28,-13.025325,121.887146,1160000.0,9517.0,72500.0,,217314.0,0.0003,0.027565032
+9355.0,9483.12,-13.112829,121.887695,1170000.0,9599.0,73125.0,,219189.0,0.0003,0.027411971
+9341.0,9566.58,-13.309319,121.900826,1180000.0,9680.0,73750.0,,221064.0,0.0003,0.027278865
+9505.0,9651.32,-13.167174,121.90125,1190000.0,9762.0,74375.0,,222939.0,0.0003,0.027408473
+9515.0,9736.13,-13.10272,121.91405,1200000.0,9843.0,75000.0,,224814.0,0.0003,0.02789526
+9581.0,9820.09,-13.195542,121.91436,1210000.0,9925.0,75625.0,,226689.0,0.0003,0.027685728
+9488.0,9902.6,-13.357963,121.92684,1220000.0,10006.0,76250.0,,228564.0,0.0003,0.028027818
+9648.0,9982.8,-13.280811,121.914955,1230000.0,10089.0,76875.0,,230439.0,0.0003,0.027995827
+9623.0,10060.98,-13.384376,121.92724,1240000.0,10170.0,77500.0,,232314.0,0.0003,0.028466512
+9671.0,10134.67,-13.476571,121.92743,1250000.0,10252.0,78125.0,,234189.0,0.0003,0.02827092
+9900.0,10205.75,-13.251793,121.939415,1260000.0,10333.0,78750.0,,236064.0,0.0003,0.027552396
+9848.0,10273.25,-13.512722,121.93951,1270000.0,10415.0,79375.0,,237939.0,0.0003,0.02715471
+9898.0,10336.9,-13.417118,121.9396,1280000.0,10497.0,80000.0,,239814.0,0.0003,0.027338173
+9966.0,10398.67,-13.510125,121.93969,1290000.0,10579.0,80625.0,,241689.0,0.0003,0.028306242
+10083.0,10457.43,-13.2605505,121.93978,1300000.0,10661.0,81250.0,,243564.0,0.0003,0.027445571
+9926.0,10505.51,-13.433671,121.95122,1310000.0,10742.0,81875.0,,245439.0,0.0003,0.028023409
+9846.0,10549.5,-13.187997,121.95122,1320000.0,10824.0,82500.0,,247314.0,0.0003,0.027617618
+9864.0,10589.31,-13.688622,121.97359,1330000.0,10904.0,83125.0,,249189.0,0.0003,0.02722543
+9804.0,10623.2,-13.545375,121.96232,1340000.0,10987.0,83750.0,,251064.0,0.0003,0.02875281
+9805.0,10650.91,-13.369518,121.97326,1350000.0,11068.0,84375.0,,252939.0,0.0003,0.027951036
+9692.0,10673.73,-13.397638,121.97309,1360000.0,11150.0,85000.0,,254814.0,0.0003,0.028613787
+9464.0,10689.39,-13.957146,121.983795,1370000.0,11231.0,85625.0,,256689.0,0.0003,0.028875256
+9441.0,10697.69,-13.809048,121.97278,1380000.0,11314.0,86250.0,,258564.0,0.0003,0.028508635
+9459.0,10701.84,-13.7253065,121.99403,1390000.0,11394.0,86875.0,,260439.0,0.0003,0.028306842
+9445.0,10700.02,-14.022677,121.99373,1400000.0,11476.0,87500.0,,262314.0,0.0003,0.028520852
+9370.0,10691.34,-13.462757,121.99342,1410000.0,11558.0,88125.0,,264189.0,0.0003,0.028775688
+9264.0,10676.45,-14.052668,122.00361,1420000.0,11639.0,88750.0,,266064.0,0.0003,0.029412137
+9197.0,10658.77,-14.205319,122.00324,1430000.0,11721.0,89375.0,,267939.0,0.0003,0.028582199
+8748.0,10635.17,-13.616935,122.01322,1440000.0,11802.0,90000.0,,269814.0,0.0003,0.028981877
+8665.0,10610.33,-14.497303,122.023056,1450000.0,11883.0,90625.0,,271689.0,0.0003,0.027749911
+8659.0,10585.6,-14.141403,122.03277,1460000.0,11964.0,91250.0,,273564.0,0.0003,0.027840162
+8492.0,10558.16,-13.974473,122.03221,1470000.0,12046.0,91875.0,,275439.0,0.0003,0.027415153
+8495.0,10529.02,-14.108385,122.041725,1480000.0,12127.0,92500.0,,277314.0,0.0003,0.027808538
+8370.0,10498.43,-14.177965,122.041115,1490000.0,12209.0,93125.0,,279189.0,0.0003,0.027663643
+8313.0,10464.86,-14.289488,122.050446,1500000.0,12290.0,93750.0,,281064.0,0.0003,0.027466353
+8315.0,10429.95,-14.051484,122.04979,1510000.0,12372.0,94375.0,,282939.0,0.0003,0.027186265
+8250.0,10393.79,-14.053423,122.058945,1520000.0,12453.0,95000.0,,284814.0,0.0003,0.027853617
+8209.0,10357.51,-14.025868,122.058235,1530000.0,12535.0,95625.0,,286689.0,0.0003,0.028187223
+8288.0,10321.15,-14.187211,122.05754,1540000.0,12617.0,96250.0,,288564.0,0.0003,0.028440157
+8023.0,10279.88,-14.112921,122.056854,1550000.0,12699.0,96875.0,,290439.0,0.0003,0.029126223
+7969.0,10239.7,-14.158324,122.056175,1560000.0,12781.0,97500.0,,292314.0,0.0003,0.028882237
+7867.0,10198.3,-14.68299,122.064995,1570000.0,12862.0,98125.0,,294189.0,0.0003,0.028846474
+7574.0,10154.41,-14.767857,122.07371,1580000.0,12943.0,98750.0,,296064.0,0.0003,0.030065795
+7389.0,10107.31,-14.830808,122.082306,1590000.0,13024.0,99375.0,,297939.0,0.0003,0.030470846
+7319.0,10060.69,-14.610336,122.08149,1600000.0,13106.0,100000.0,,299814.0,0.0003,0.029077604
+7452.0,10017.17,-15.401029,122.08068,1610000.0,13188.0,100625.0,,301689.0,0.0003,0.029398886
+7235.0,9972.45,-15.355424,122.08908,1620000.0,13269.0,101250.0,,303564.0,0.0003,0.0282077
+7103.0,9925.89,-15.382612,122.088234,1630000.0,13351.0,101875.0,,305439.0,0.0003,0.02776181
+7092.0,9877.71,-15.802302,122.09649,1640000.0,13432.0,102500.0,,307314.0,0.0003,0.027181936
+7112.0,9828.84,-15.140372,122.095604,1650000.0,13514.0,103125.0,,309189.0,0.0003,0.027290946
+7178.0,9780.53,-15.491363,122.094734,1660000.0,13596.0,103750.0,,311064.0,0.0003,0.027078243
+7311.0,9731.34,-14.018309,122.09387,1670000.0,13678.0,104375.0,,312939.0,0.0003,0.02652795
+7467.0,9682.32,-14.915377,122.093025,1680000.0,13760.0,105000.0,,314814.0,0.0003,0.026123272
+7534.0,9635.18,-15.087744,122.092186,1690000.0,13842.0,105625.0,,316689.0,0.0003,0.025665915
+7609.0,9587.87,-14.768606,122.10012,1700000.0,13923.0,106250.0,,318564.0,0.0003,0.025499802
+7682.0,9541.73,-14.757072,122.10797,1710000.0,14004.0,106875.0,,320439.0,0.0003,0.02575088
+7965.0,9498.16,-15.466686,122.11572,1720000.0,14085.0,107500.0,,322314.0,0.0003,0.024994219
+8004.0,9457.03,-15.042239,122.106155,1730000.0,14168.0,108125.0,,324189.0,0.0003,0.024643885
+8095.0,9417.02,-14.960895,122.10526,1740000.0,14250.0,108750.0,,326064.0,0.0003,0.024907123
+8409.0,9380.81,-14.626811,122.1129,1750000.0,14331.0,109375.0,,327939.0,0.0003,0.024479682
+8598.0,9347.73,-14.707125,122.111984,1760000.0,14413.0,110000.0,,329814.0,0.0003,0.02489091
+8625.0,9313.96,-14.236343,122.1195,1770000.0,14494.0,110625.0,,331689.0,0.0003,0.02417685
+8830.0,9282.11,-14.721358,122.11855,1780000.0,14576.0,111250.0,,333564.0,0.0003,0.023750417
+8978.0,9253.19,-13.985587,122.125946,1790000.0,14657.0,111875.0,,335439.0,0.0003,0.02353239
+9220.0,9226.11,-13.708623,122.12498,1800000.0,14739.0,112500.0,,337314.0,0.0003,0.023607574
+9413.0,9201.54,-14.7746,122.132256,1810000.0,14820.0,113125.0,,339189.0,0.0003,0.022832593
+9789.0,9182.09,-13.800918,122.13945,1820000.0,14901.0,113750.0,,341064.0,0.0003,0.022039048
+9955.0,9167.25,-14.575928,122.13842,1830000.0,14983.0,114375.0,,342939.0,0.0003,0.022447838
+10123.0,9154.09,-13.294031,122.145515,1840000.0,15064.0,115000.0,,344814.0,0.0003,0.021951031
+10212.0,9143.23,-13.823181,122.14446,1850000.0,15146.0,115625.0,,346689.0,0.0003,0.022536663
+10701.0,9137.13,-13.185124,122.14342,1860000.0,15228.0,116250.0,,348564.0,0.0003,0.021994635
+10666.0,9130.17,-13.229096,122.14239,1870000.0,15310.0,116875.0,,350439.0,0.0003,0.021965455
+10771.0,9122.25,-13.601705,122.14931,1880000.0,15391.0,117500.0,,352314.0,0.0003,0.022189762
+10788.0,9114.73,-13.018412,122.15615,1890000.0,15472.0,118125.0,,354189.0,0.0003,0.021235073
+10979.0,9109.24,-13.143809,122.155075,1900000.0,15554.0,118750.0,,356064.0,0.0003,0.021597568
+10998.0,9106.81,-12.572772,122.15401,1910000.0,15636.0,119375.0,,357939.0,0.0003,0.020461801
+11252.0,9106.0,-13.055457,122.16072,1920000.0,15717.0,120000.0,,359814.0,0.0003,0.020644497
+11238.0,9106.63,-12.581432,122.175095,1930000.0,15797.0,120625.0,,361689.0,0.0003,0.0206042
+11293.0,9108.83,-12.144364,122.17394,1940000.0,15879.0,121250.0,,363564.0,0.0003,0.02073051
+11229.0,9115.23,-12.508075,122.18045,1950000.0,15960.0,121875.0,,365439.0,0.0003,0.020831833
+11375.0,9126.03,-12.376104,122.17928,1960000.0,16042.0,122500.0,,367314.0,0.0003,0.021013685
+11253.0,9140.1,-11.920015,122.178116,1970000.0,16124.0,123125.0,,369189.0,0.0003,0.020641388
+11459.0,9157.07,-12.254174,122.17697,1980000.0,16206.0,123750.0,,371064.0,0.0003,0.020393718
+11574.0,9177.51,-12.11691,122.19834,1990000.0,16285.0,124375.0,,372939.0,0.0003,0.021284537
+11556.0,9199.12,-12.124914,122.25686,2000000.0,16359.0,125000.0,,374814.0,0.0003,0.020811172

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_df_train.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+125.80645,125.80645,-18.51598,83.333336,10000.0,120.0,625.0,,1689.0,0.0003,0.6310265
+481.25,303.52823,-27.20951,99.0099,20000.0,202.0,1250.0,,3564.0,0.0003,0.4035392
+500.0,369.0188,-32.24769,105.633804,30000.0,284.0,1875.0,,5439.0,0.0003,0.2642851
+506.25,403.3266,-32.964436,108.99183,40000.0,367.0,2500.0,,7314.0,0.0003,0.17454436
+506.38297,423.9379,-33.954464,111.358574,50000.0,449.0,3125.0,,9189.0,0.0003,0.11569449
+490.74075,435.0717,-31.924284,112.99435,60000.0,531.0,3750.0,,11064.0,0.0003,0.076879464
+509.375,445.68646,-30.796192,114.1925,70000.0,613.0,4375.0,,12939.0,0.0003,0.051197443
+520.2532,455.0073,-28.807426,115.10791,80000.0,695.0,5000.0,,14814.0,0.0003,0.034197304
+520.2381,462.25516,-27.121283,115.83012,90000.0,777.0,5625.0,,16689.0,0.0003,0.022935312
+540.0,470.02963,-25.009392,116.41444,100000.0,859.0,6250.0,,18564.0,0.0003,0.01548317
+578.0,479.84512,-23.110289,116.77283,110000.0,942.0,6875.0,,20439.0,0.0003,0.010619716
+647.0,493.7747,-21.178068,117.302055,120000.0,1023.0,7500.0,,22314.0,0.0003,0.0074615963
+664.0,506.86896,-19.665554,117.54069,130000.0,1106.0,8125.0,,24189.0,0.0003,0.006737947
+751.0,524.3069,-17.792149,117.9444,140000.0,1187.0,8750.0,,26064.0,0.0003,0.006737947
+818.0,543.8864,-16.72548,118.20331,150000.0,1269.0,9375.0,,27939.0,0.0003,0.006737947
+922.0,567.51855,-15.245716,118.43079,160000.0,1351.0,10000.0,,29814.0,0.0003,0.006737947
+971.0,591.25275,-14.07924,118.63224,170000.0,1433.0,10625.0,,31689.0,0.0003,0.006737947
+995.0,613.68317,-12.798314,118.81188,180000.0,1515.0,11250.0,,33564.0,0.0003,0.006737947
+1031.0,635.6472,-11.780139,118.973076,190000.0,1597.0,11875.0,,35439.0,0.0003,0.006737947
+1034.0,655.5648,-11.120691,119.189514,200000.0,1678.0,12500.0,,37314.0,0.0003,0.006737947
+1185.0,680.77606,-10.113969,119.318184,210000.0,1760.0,13125.0,,39189.0,0.0003,0.0067582796
+1237.0,706.05896,-9.434099,119.435394,220000.0,1842.0,13750.0,,41064.0,0.0003,0.008329256
+1628.0,746.1434,-8.777872,119.54262,230000.0,1924.0,14375.0,,42939.0,0.0003,0.010979855
+1805.0,790.2624,-8.610303,119.700745,240000.0,2005.0,15000.0,,44814.0,0.0003,0.013944299
+2302.0,850.7319,-8.026317,119.731804,250000.0,2088.0,15625.0,,46689.0,0.0003,0.017181002
+2792.0,925.39606,-8.048325,119.81567,260000.0,2170.0,16250.0,,48564.0,0.0003,0.017972803
+3098.0,1005.86285,-7.4487786,119.94669,270000.0,2251.0,16875.0,,50439.0,0.0003,0.01716041
+3533.0,1096.1178,-7.638037,120.01714,280000.0,2333.0,17500.0,,52314.0,0.0003,0.016354648
+3789.0,1188.9757,-7.8315644,120.13256,290000.0,2414.0,18125.0,,54189.0,0.0003,0.016646866
+4207.0,1289.5765,-8.524416,120.19231,300000.0,2496.0,18750.0,,56064.0,0.0003,0.018108653
+5118.0,1413.0741,-8.750034,120.294914,310000.0,2577.0,19375.0,,57939.0,0.0003,0.02116245
+5447.0,1539.1343,-8.94539,120.39127,320000.0,2658.0,20000.0,,59814.0,0.0003,0.023159971
+5883.0,1670.7666,-9.3151,120.481926,330000.0,2739.0,20625.0,,61689.0,0.0003,0.023835313
+6415.0,1810.3029,-9.326132,120.524635,340000.0,2821.0,21250.0,,63564.0,0.0003,0.022418255
+7034.0,1959.5514,-9.329867,120.606476,350000.0,2902.0,21875.0,,65439.0,0.0003,0.021720722
+7410.0,2110.9526,-9.362664,120.64343,360000.0,2984.0,22500.0,,67314.0,0.0003,0.02071104
+7898.0,2267.3594,-9.601826,120.678406,370000.0,3066.0,23125.0,,69189.0,0.0003,0.020893557
+8611.0,2434.2974,-9.456727,120.71156,380000.0,3148.0,23750.0,,71064.0,0.0003,0.020645447
+9044.0,2603.7769,-9.981469,120.743034,390000.0,3230.0,24375.0,,72939.0,0.0003,0.020126617
+9627.0,2779.3574,-10.021948,120.77295,400000.0,3312.0,25000.0,,74814.0,0.0003,0.018680036
+10238.0,2961.2756,-9.4144945,120.801414,410000.0,3394.0,25625.0,,76689.0,0.0003,0.018935401
+10753.0,3146.7927,-9.731184,120.86331,420000.0,3475.0,26250.0,,78564.0,0.0003,0.017835403
+10965.0,3328.6116,-9.935395,120.88839,430000.0,3557.0,26875.0,,80439.0,0.0003,0.01901826
+11108.0,3505.4158,-10.150087,120.91234,440000.0,3639.0,27500.0,,82314.0,0.0003,0.018031895
+11149.0,3675.2732,-9.69595,120.935234,450000.0,3721.0,28125.0,,84189.0,0.0003,0.018001013
+11132.0,3837.376,-9.949153,120.95714,460000.0,3803.0,28750.0,,86064.0,0.0003,0.01779484
+11236.0,3994.7935,-9.913423,121.00927,470000.0,3884.0,29375.0,,87939.0,0.0003,0.01684902
+11409.0,4149.2563,-9.59134,120.99824,480000.0,3967.0,30000.0,,89814.0,0.0003,0.016541563
+11429.0,4297.8223,-9.536816,121.04743,490000.0,4048.0,30625.0,,91689.0,0.0003,0.015708085
+11670.0,4445.266,-9.386246,121.094696,500000.0,4129.0,31250.0,,93564.0,0.0003,0.0160028
+11806.0,4589.594,-9.326061,121.111374,510000.0,4211.0,31875.0,,95439.0,0.0003,0.015545437
+11866.0,4729.525,-9.770945,121.12742,520000.0,4293.0,32500.0,,97314.0,0.0003,0.016158639
+11837.0,4863.6284,-9.318565,121.170555,530000.0,4374.0,33125.0,,99189.0,0.0003,0.01627979
+11924.0,4994.376,-9.239831,121.15773,540000.0,4457.0,33750.0,,101064.0,0.0003,0.01614721
+12150.0,5124.4785,-9.538609,121.19877,550000.0,4538.0,34375.0,,102939.0,0.0003,0.016965128
+11987.0,5247.0234,-9.337794,121.238365,560000.0,4619.0,35000.0,,104814.0,0.0003,0.017171117
+12007.0,5365.6196,-9.0983715,121.276596,570000.0,4700.0,35625.0,,106689.0,0.0003,0.017353745
+11963.0,5479.3677,-9.457652,121.28816,580000.0,4782.0,36250.0,,108564.0,0.0003,0.017586317
+12099.0,5591.5645,-9.7147875,121.29934,590000.0,4864.0,36875.0,,110439.0,0.0003,0.01799021
+11981.0,5698.055,-9.443468,121.33468,600000.0,4945.0,37500.0,,112314.0,0.0003,0.018751914
+11804.0,5798.153,-9.598477,121.34474,610000.0,5027.0,38125.0,,114189.0,0.0003,0.019164322
+11707.0,5893.4565,-9.461971,121.37823,620000.0,5108.0,38750.0,,116064.0,0.0003,0.018642005
+11759.0,5986.5605,-9.248521,121.38728,630000.0,5190.0,39375.0,,117939.0,0.0003,0.01900238
+11910.0,6079.1143,-10.196912,121.41908,640000.0,5271.0,40000.0,,119814.0,0.0003,0.019852104
+11999.0,6170.1895,-10.109045,121.42724,650000.0,5353.0,40625.0,,121689.0,0.0003,0.020000782
+12009.0,6258.6562,-9.778848,121.43514,660000.0,5435.0,41250.0,,123564.0,0.0003,0.02012715
+12230.0,6347.781,-9.675906,121.44281,670000.0,5517.0,41875.0,,125439.0,0.0003,0.01952609
+12369.0,6436.328,-10.051623,121.471954,680000.0,5598.0,42500.0,,127314.0,0.0003,0.021115588
+12248.0,6520.555,-10.235697,121.50027,690000.0,5679.0,43125.0,,129189.0,0.0003,0.02091553
+12340.0,6603.69,-10.200603,121.52778,700000.0,5760.0,43750.0,,131064.0,0.0003,0.020309431
+12296.0,6683.864,-9.994631,121.53372,710000.0,5842.0,44375.0,,132939.0,0.0003,0.021249842
+12322.0,6762.171,-10.225773,121.56002,720000.0,5923.0,45000.0,,134814.0,0.0003,0.021457905
+12117.0,6835.525,-10.567546,121.58561,730000.0,6004.0,45625.0,,136689.0,0.0003,0.021735668
+12096.0,6906.6123,-10.611279,121.63051,740000.0,6084.0,46250.0,,138564.0,0.0003,0.022095233
+12030.0,6974.9243,-10.50736,121.63477,750000.0,6166.0,46875.0,,140439.0,0.0003,0.022710215
+11906.0,7039.8066,-10.690421,121.67787,760000.0,6246.0,47500.0,,142314.0,0.0003,0.023135357
+12002.0,7104.251,-10.510441,121.700645,770000.0,6327.0,48125.0,,144189.0,0.0003,0.023228949
+12015.0,7167.209,-11.061338,121.70386,780000.0,6409.0,48750.0,,146064.0,0.0003,0.022891646
+11870.0,7226.7383,-11.026584,121.68823,790000.0,6492.0,49375.0,,147939.0,0.0003,0.023736434
+11928.0,7285.504,-11.141623,121.71003,800000.0,6573.0,50000.0,,149814.0,0.0003,0.02440665
+11870.0,7342.1025,-11.12705,121.69471,810000.0,6656.0,50625.0,,151689.0,0.0003,0.023468552
+11734.0,7395.662,-11.228334,121.73396,820000.0,6736.0,51250.0,,153564.0,0.0003,0.024460988
+11439.0,7444.3774,-11.294451,121.73658,830000.0,6818.0,51875.0,,155439.0,0.0003,0.024985973
+11439.0,7491.932,-11.400858,121.756775,840000.0,6899.0,52500.0,,157314.0,0.0003,0.024881234
+11298.0,7536.7095,-11.171597,121.75906,850000.0,6981.0,53125.0,,159189.0,0.0003,0.024938319
+11311.0,7580.5967,-11.830416,121.74406,860000.0,7064.0,53750.0,,161064.0,0.0003,0.025007023
+11362.0,7624.061,-11.619594,121.76347,870000.0,7145.0,54375.0,,162939.0,0.0003,0.024891112
+11563.0,7668.822,-11.642968,121.7656,880000.0,7227.0,55000.0,,164814.0,0.0003,0.025199963
+11540.0,7712.3184,-11.58386,121.767685,890000.0,7309.0,55625.0,,166689.0,0.0003,0.025628919
+11528.0,7754.7144,-11.984211,121.75325,900000.0,7392.0,56250.0,,168564.0,0.0003,0.025139019
+11241.0,7793.0254,-11.870372,121.77171,910000.0,7473.0,56875.0,,170439.0,0.0003,0.02503746
+11333.0,7831.5034,-11.676752,121.77366,920000.0,7555.0,57500.0,,172314.0,0.0003,0.025325086
+11175.0,7867.455,-11.959609,121.775566,930000.0,7637.0,58125.0,,174189.0,0.0003,0.026354713
+11073.0,7901.5566,-11.916808,121.80899,940000.0,7717.0,58750.0,,176064.0,0.0003,0.026528759
+10589.0,7929.845,-11.942003,121.810486,950000.0,7799.0,59375.0,,177939.0,0.0003,0.026928429
+10295.0,7954.4824,-12.12328,121.81195,960000.0,7881.0,60000.0,,179814.0,0.0003,0.027597701
+9846.0,7973.9824,-12.27451,121.79809,970000.0,7964.0,60625.0,,181689.0,0.0003,0.027417459
+9762.0,7992.2275,-12.421776,121.81479,980000.0,8045.0,61250.0,,183564.0,0.0003,0.028463734
+9530.0,8007.7607,-12.407803,121.81617,990000.0,8127.0,61875.0,,185439.0,0.0003,0.028273677
+9395.0,8021.6333,-12.5601425,121.83236,1000000.0,8208.0,62500.0,,187314.0,0.0003,0.028686376
+9393.0,8114.305,-12.520683,121.833534,1010000.0,8290.0,63125.0,,189189.0,0.0003,0.029167375
+9293.0,8202.423,-12.59608,121.84924,1020000.0,8371.0,63750.0,,191064.0,0.0003,0.028756456
+9356.0,8290.982,-12.110148,121.85023,1030000.0,8453.0,64375.0,,192939.0,0.0003,0.02922265
+9141.0,8377.33,-12.636529,121.851204,1040000.0,8535.0,65000.0,,194814.0,0.0003,0.028218307
+9085.0,8463.116,-12.488332,121.85215,1050000.0,8617.0,65625.0,,196689.0,0.0003,0.028014692
+8969.0,8547.898,-12.873741,121.867096,1060000.0,8698.0,66250.0,,198564.0,0.0003,0.02860382
+9100.0,8633.805,-12.5403595,121.86788,1070000.0,8780.0,66875.0,,200439.0,0.0003,0.028701954
+9151.0,8720.112,-12.902856,121.86865,1080000.0,8862.0,67500.0,,202314.0,0.0003,0.029966993
+9165.0,8806.56,-12.942535,121.86941,1090000.0,8944.0,68125.0,,204189.0,0.0003,0.029106392
+9073.0,8891.89,-12.711312,121.85665,1100000.0,9027.0,68750.0,,206064.0,0.0003,0.02886964
+9011.0,8976.22,-13.00364,121.844124,1110000.0,9110.0,69375.0,,207939.0,0.0003,0.028909154
+9051.0,9060.26,-13.122257,121.845085,1120000.0,9192.0,70000.0,,209814.0,0.0003,0.028373532
+9123.0,9144.85,-12.876698,121.84602,1130000.0,9274.0,70625.0,,211689.0,0.0003,0.02801918
+9143.0,9228.77,-12.838213,121.85997,1140000.0,9355.0,71250.0,,213564.0,0.0003,0.02837492
+9482.0,9315.41,-13.274057,121.87367,1150000.0,9436.0,71875.0,,215439.0,0.0003,0.028075738
+9309.0,9399.28,-13.025325,121.887146,1160000.0,9517.0,72500.0,,217314.0,0.0003,0.027565032
+9355.0,9483.12,-13.112829,121.887695,1170000.0,9599.0,73125.0,,219189.0,0.0003,0.027411971
+9341.0,9566.58,-13.309319,121.900826,1180000.0,9680.0,73750.0,,221064.0,0.0003,0.027278865
+9505.0,9651.32,-13.167174,121.90125,1190000.0,9762.0,74375.0,,222939.0,0.0003,0.027408473
+9515.0,9736.13,-13.10272,121.91405,1200000.0,9843.0,75000.0,,224814.0,0.0003,0.02789526
+9581.0,9820.09,-13.195542,121.91436,1210000.0,9925.0,75625.0,,226689.0,0.0003,0.027685728
+9488.0,9902.6,-13.357963,121.92684,1220000.0,10006.0,76250.0,,228564.0,0.0003,0.028027818
+9648.0,9982.8,-13.280811,121.914955,1230000.0,10089.0,76875.0,,230439.0,0.0003,0.027995827
+9623.0,10060.98,-13.384376,121.92724,1240000.0,10170.0,77500.0,,232314.0,0.0003,0.028466512
+9671.0,10134.67,-13.476571,121.92743,1250000.0,10252.0,78125.0,,234189.0,0.0003,0.02827092
+9900.0,10205.75,-13.251793,121.939415,1260000.0,10333.0,78750.0,,236064.0,0.0003,0.027552396
+9848.0,10273.25,-13.512722,121.93951,1270000.0,10415.0,79375.0,,237939.0,0.0003,0.02715471
+9898.0,10336.9,-13.417118,121.9396,1280000.0,10497.0,80000.0,,239814.0,0.0003,0.027338173
+9966.0,10398.67,-13.510125,121.93969,1290000.0,10579.0,80625.0,,241689.0,0.0003,0.028306242
+10083.0,10457.43,-13.2605505,121.93978,1300000.0,10661.0,81250.0,,243564.0,0.0003,0.027445571
+9926.0,10505.51,-13.433671,121.95122,1310000.0,10742.0,81875.0,,245439.0,0.0003,0.028023409
+9846.0,10549.5,-13.187997,121.95122,1320000.0,10824.0,82500.0,,247314.0,0.0003,0.027617618
+9864.0,10589.31,-13.688622,121.97359,1330000.0,10904.0,83125.0,,249189.0,0.0003,0.02722543
+9804.0,10623.2,-13.545375,121.96232,1340000.0,10987.0,83750.0,,251064.0,0.0003,0.02875281
+9805.0,10650.91,-13.369518,121.97326,1350000.0,11068.0,84375.0,,252939.0,0.0003,0.027951036
+9692.0,10673.73,-13.397638,121.97309,1360000.0,11150.0,85000.0,,254814.0,0.0003,0.028613787
+9464.0,10689.39,-13.957146,121.983795,1370000.0,11231.0,85625.0,,256689.0,0.0003,0.028875256
+9441.0,10697.69,-13.809048,121.97278,1380000.0,11314.0,86250.0,,258564.0,0.0003,0.028508635
+9459.0,10701.84,-13.7253065,121.99403,1390000.0,11394.0,86875.0,,260439.0,0.0003,0.028306842
+9445.0,10700.02,-14.022677,121.99373,1400000.0,11476.0,87500.0,,262314.0,0.0003,0.028520852
+9370.0,10691.34,-13.462757,121.99342,1410000.0,11558.0,88125.0,,264189.0,0.0003,0.028775688
+9264.0,10676.45,-14.052668,122.00361,1420000.0,11639.0,88750.0,,266064.0,0.0003,0.029412137
+9197.0,10658.77,-14.205319,122.00324,1430000.0,11721.0,89375.0,,267939.0,0.0003,0.028582199
+8748.0,10635.17,-13.616935,122.01322,1440000.0,11802.0,90000.0,,269814.0,0.0003,0.028981877
+8665.0,10610.33,-14.497303,122.023056,1450000.0,11883.0,90625.0,,271689.0,0.0003,0.027749911
+8659.0,10585.6,-14.141403,122.03277,1460000.0,11964.0,91250.0,,273564.0,0.0003,0.027840162
+8492.0,10558.16,-13.974473,122.03221,1470000.0,12046.0,91875.0,,275439.0,0.0003,0.027415153
+8495.0,10529.02,-14.108385,122.041725,1480000.0,12127.0,92500.0,,277314.0,0.0003,0.027808538
+8370.0,10498.43,-14.177965,122.041115,1490000.0,12209.0,93125.0,,279189.0,0.0003,0.027663643
+8313.0,10464.86,-14.289488,122.050446,1500000.0,12290.0,93750.0,,281064.0,0.0003,0.027466353
+8315.0,10429.95,-14.051484,122.04979,1510000.0,12372.0,94375.0,,282939.0,0.0003,0.027186265
+8250.0,10393.79,-14.053423,122.058945,1520000.0,12453.0,95000.0,,284814.0,0.0003,0.027853617
+8209.0,10357.51,-14.025868,122.058235,1530000.0,12535.0,95625.0,,286689.0,0.0003,0.028187223
+8288.0,10321.15,-14.187211,122.05754,1540000.0,12617.0,96250.0,,288564.0,0.0003,0.028440157
+8023.0,10279.88,-14.112921,122.056854,1550000.0,12699.0,96875.0,,290439.0,0.0003,0.029126223
+7969.0,10239.7,-14.158324,122.056175,1560000.0,12781.0,97500.0,,292314.0,0.0003,0.028882237
+7867.0,10198.3,-14.68299,122.064995,1570000.0,12862.0,98125.0,,294189.0,0.0003,0.028846474
+7574.0,10154.41,-14.767857,122.07371,1580000.0,12943.0,98750.0,,296064.0,0.0003,0.030065795
+7389.0,10107.31,-14.830808,122.082306,1590000.0,13024.0,99375.0,,297939.0,0.0003,0.030470846
+7319.0,10060.69,-14.610336,122.08149,1600000.0,13106.0,100000.0,,299814.0,0.0003,0.029077604
+7452.0,10017.17,-15.401029,122.08068,1610000.0,13188.0,100625.0,,301689.0,0.0003,0.029398886
+7235.0,9972.45,-15.355424,122.08908,1620000.0,13269.0,101250.0,,303564.0,0.0003,0.0282077
+7103.0,9925.89,-15.382612,122.088234,1630000.0,13351.0,101875.0,,305439.0,0.0003,0.02776181
+7092.0,9877.71,-15.802302,122.09649,1640000.0,13432.0,102500.0,,307314.0,0.0003,0.027181936
+7112.0,9828.84,-15.140372,122.095604,1650000.0,13514.0,103125.0,,309189.0,0.0003,0.027290946
+7178.0,9780.53,-15.491363,122.094734,1660000.0,13596.0,103750.0,,311064.0,0.0003,0.027078243
+7311.0,9731.34,-14.018309,122.09387,1670000.0,13678.0,104375.0,,312939.0,0.0003,0.02652795
+7467.0,9682.32,-14.915377,122.093025,1680000.0,13760.0,105000.0,,314814.0,0.0003,0.026123272
+7534.0,9635.18,-15.087744,122.092186,1690000.0,13842.0,105625.0,,316689.0,0.0003,0.025665915
+7609.0,9587.87,-14.768606,122.10012,1700000.0,13923.0,106250.0,,318564.0,0.0003,0.025499802
+7682.0,9541.73,-14.757072,122.10797,1710000.0,14004.0,106875.0,,320439.0,0.0003,0.02575088
+7965.0,9498.16,-15.466686,122.11572,1720000.0,14085.0,107500.0,,322314.0,0.0003,0.024994219
+8004.0,9457.03,-15.042239,122.106155,1730000.0,14168.0,108125.0,,324189.0,0.0003,0.024643885
+8095.0,9417.02,-14.960895,122.10526,1740000.0,14250.0,108750.0,,326064.0,0.0003,0.024907123
+8409.0,9380.81,-14.626811,122.1129,1750000.0,14331.0,109375.0,,327939.0,0.0003,0.024479682
+8598.0,9347.73,-14.707125,122.111984,1760000.0,14413.0,110000.0,,329814.0,0.0003,0.02489091
+8625.0,9313.96,-14.236343,122.1195,1770000.0,14494.0,110625.0,,331689.0,0.0003,0.02417685
+8830.0,9282.11,-14.721358,122.11855,1780000.0,14576.0,111250.0,,333564.0,0.0003,0.023750417
+8978.0,9253.19,-13.985587,122.125946,1790000.0,14657.0,111875.0,,335439.0,0.0003,0.02353239
+9220.0,9226.11,-13.708623,122.12498,1800000.0,14739.0,112500.0,,337314.0,0.0003,0.023607574
+9413.0,9201.54,-14.7746,122.132256,1810000.0,14820.0,113125.0,,339189.0,0.0003,0.022832593
+9789.0,9182.09,-13.800918,122.13945,1820000.0,14901.0,113750.0,,341064.0,0.0003,0.022039048
+9955.0,9167.25,-14.575928,122.13842,1830000.0,14983.0,114375.0,,342939.0,0.0003,0.022447838
+10123.0,9154.09,-13.294031,122.145515,1840000.0,15064.0,115000.0,,344814.0,0.0003,0.021951031
+10212.0,9143.23,-13.823181,122.14446,1850000.0,15146.0,115625.0,,346689.0,0.0003,0.022536663
+10701.0,9137.13,-13.185124,122.14342,1860000.0,15228.0,116250.0,,348564.0,0.0003,0.021994635
+10666.0,9130.17,-13.229096,122.14239,1870000.0,15310.0,116875.0,,350439.0,0.0003,0.021965455
+10771.0,9122.25,-13.601705,122.14931,1880000.0,15391.0,117500.0,,352314.0,0.0003,0.022189762
+10788.0,9114.73,-13.018412,122.15615,1890000.0,15472.0,118125.0,,354189.0,0.0003,0.021235073
+10979.0,9109.24,-13.143809,122.155075,1900000.0,15554.0,118750.0,,356064.0,0.0003,0.021597568
+10998.0,9106.81,-12.572772,122.15401,1910000.0,15636.0,119375.0,,357939.0,0.0003,0.020461801
+11252.0,9106.0,-13.055457,122.16072,1920000.0,15717.0,120000.0,,359814.0,0.0003,0.020644497
+11238.0,9106.63,-12.581432,122.175095,1930000.0,15797.0,120625.0,,361689.0,0.0003,0.0206042
+11293.0,9108.83,-12.144364,122.17394,1940000.0,15879.0,121250.0,,363564.0,0.0003,0.02073051
+11229.0,9115.23,-12.508075,122.18045,1950000.0,15960.0,121875.0,,365439.0,0.0003,0.020831833
+11375.0,9126.03,-12.376104,122.17928,1960000.0,16042.0,122500.0,,367314.0,0.0003,0.021013685
+11253.0,9140.1,-11.920015,122.178116,1970000.0,16124.0,123125.0,,369189.0,0.0003,0.020641388
+11459.0,9157.07,-12.254174,122.17697,1980000.0,16206.0,123750.0,,371064.0,0.0003,0.020393718
+11574.0,9177.51,-12.11691,122.19834,1990000.0,16285.0,124375.0,,372939.0,0.0003,0.021284537
+11556.0,9199.12,-12.124914,122.25686,2000000.0,16359.0,125000.0,,374814.0,0.0003,0.020811172

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_metrics_eval.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 9199.1201171875,
+    "strength": 8155.37646484375,
+    "max_strength": 11914.0,
+    "final_strength": 11101.0,
+    "sample_efficiency": 1.15132684186392e-06,
+    "training_efficiency": 6.139179276942741e-06,
+    "stability": 0.9945834875106812
+  },
+  "local": {
+    "mean_returns": [
+      125.80644989013672,
+      481.25,
+      500.0,
+      506.25,
+      506.3829650878906,
+      490.7407531738281,
+      509.375,
+      520.253173828125,
+      520.2380981445312,
+      540.0,
+      578.0,
+      647.0,
+      664.0,
+      751.0,
+      818.0,
+      922.0,
+      971.0,
+      995.0,
+      1031.0,
+      1034.0,
+      1185.0,
+      1237.0,
+      1628.0,
+      1805.0,
+      2302.0,
+      2792.0,
+      3098.0,
+      3533.0,
+      3789.0,
+      4207.0,
+      5118.0,
+      5447.0,
+      5883.0,
+      6415.0,
+      7034.0,
+      7410.0,
+      7898.0,
+      8611.0,
+      9044.0,
+      9627.0,
+      10238.0,
+      10753.0,
+      10965.0,
+      11108.0,
+      11149.0,
+      11132.0,
+      11236.0,
+      11409.0,
+      11429.0,
+      11670.0,
+      11806.0,
+      11866.0,
+      11837.0,
+      11924.0,
+      12150.0,
+      11987.0,
+      12007.0,
+      11963.0,
+      12099.0,
+      11981.0,
+      11804.0,
+      11707.0,
+      11759.0,
+      11910.0,
+      11999.0,
+      12009.0,
+      12230.0,
+      12369.0,
+      12248.0,
+      12340.0,
+      12296.0,
+      12322.0,
+      12117.0,
+      12096.0,
+      12030.0,
+      11906.0,
+      12002.0,
+      12015.0,
+      11870.0,
+      11928.0,
+      11870.0,
+      11734.0,
+      11439.0,
+      11439.0,
+      11298.0,
+      11311.0,
+      11362.0,
+      11563.0,
+      11540.0,
+      11528.0,
+      11241.0,
+      11333.0,
+      11175.0,
+      11073.0,
+      10589.0,
+      10295.0,
+      9846.0,
+      9762.0,
+      9530.0,
+      9395.0,
+      9393.0,
+      9293.0,
+      9356.0,
+      9141.0,
+      9085.0,
+      8969.0,
+      9100.0,
+      9151.0,
+      9165.0,
+      9073.0,
+      9011.0,
+      9051.0,
+      9123.0,
+      9143.0,
+      9482.0,
+      9309.0,
+      9355.0,
+      9341.0,
+      9505.0,
+      9515.0,
+      9581.0,
+      9488.0,
+      9648.0,
+      9623.0,
+      9671.0,
+      9900.0,
+      9848.0,
+      9898.0,
+      9966.0,
+      10083.0,
+      9926.0,
+      9846.0,
+      9864.0,
+      9804.0,
+      9805.0,
+      9692.0,
+      9464.0,
+      9441.0,
+      9459.0,
+      9445.0,
+      9370.0,
+      9264.0,
+      9197.0,
+      8748.0,
+      8665.0,
+      8659.0,
+      8492.0,
+      8495.0,
+      8370.0,
+      8313.0,
+      8315.0,
+      8250.0,
+      8209.0,
+      8288.0,
+      8023.0,
+      7969.0,
+      7867.0,
+      7574.0,
+      7389.0,
+      7319.0,
+      7452.0,
+      7235.0,
+      7103.0,
+      7092.0,
+      7112.0,
+      7178.0,
+      7311.0,
+      7467.0,
+      7534.0,
+      7609.0,
+      7682.0,
+      7965.0,
+      8004.0,
+      8095.0,
+      8409.0,
+      8598.0,
+      8625.0,
+      8830.0,
+      8978.0,
+      9220.0,
+      9413.0,
+      9789.0,
+      9955.0,
+      10123.0,
+      10212.0,
+      10701.0,
+      10666.0,
+      10771.0,
+      10788.0,
+      10979.0,
+      10998.0,
+      11252.0,
+      11238.0,
+      11293.0,
+      11229.0,
+      11375.0,
+      11253.0,
+      11459.0,
+      11574.0,
+      11556.0
+    ],
+    "strengths": [
+      -329.19354248046875,
+      26.25,
+      45.0,
+      51.25,
+      51.382965087890625,
+      35.740753173828125,
+      54.375,
+      65.253173828125,
+      65.23809814453125,
+      85.0,
+      123.0,
+      192.0,
+      209.0,
+      296.0,
+      363.0,
+      467.0,
+      516.0,
+      540.0,
+      576.0,
+      579.0,
+      730.0,
+      782.0,
+      1173.0,
+      1350.0,
+      1847.0,
+      2337.0,
+      2643.0,
+      3078.0,
+      3334.0,
+      3752.0,
+      4663.0,
+      4992.0,
+      5428.0,
+      5960.0,
+      6579.0,
+      6955.0,
+      7443.0,
+      8156.0,
+      8589.0,
+      9172.0,
+      9783.0,
+      10298.0,
+      10510.0,
+      10653.0,
+      10694.0,
+      10677.0,
+      10781.0,
+      10954.0,
+      10974.0,
+      11215.0,
+      11351.0,
+      11411.0,
+      11382.0,
+      11469.0,
+      11695.0,
+      11532.0,
+      11552.0,
+      11508.0,
+      11644.0,
+      11526.0,
+      11349.0,
+      11252.0,
+      11304.0,
+      11455.0,
+      11544.0,
+      11554.0,
+      11775.0,
+      11914.0,
+      11793.0,
+      11885.0,
+      11841.0,
+      11867.0,
+      11662.0,
+      11641.0,
+      11575.0,
+      11451.0,
+      11547.0,
+      11560.0,
+      11415.0,
+      11473.0,
+      11415.0,
+      11279.0,
+      10984.0,
+      10984.0,
+      10843.0,
+      10856.0,
+      10907.0,
+      11108.0,
+      11085.0,
+      11073.0,
+      10786.0,
+      10878.0,
+      10720.0,
+      10618.0,
+      10134.0,
+      9840.0,
+      9391.0,
+      9307.0,
+      9075.0,
+      8940.0,
+      8938.0,
+      8838.0,
+      8901.0,
+      8686.0,
+      8630.0,
+      8514.0,
+      8645.0,
+      8696.0,
+      8710.0,
+      8618.0,
+      8556.0,
+      8596.0,
+      8668.0,
+      8688.0,
+      9027.0,
+      8854.0,
+      8900.0,
+      8886.0,
+      9050.0,
+      9060.0,
+      9126.0,
+      9033.0,
+      9193.0,
+      9168.0,
+      9216.0,
+      9445.0,
+      9393.0,
+      9443.0,
+      9511.0,
+      9628.0,
+      9471.0,
+      9391.0,
+      9409.0,
+      9349.0,
+      9350.0,
+      9237.0,
+      9009.0,
+      8986.0,
+      9004.0,
+      8990.0,
+      8915.0,
+      8809.0,
+      8742.0,
+      8293.0,
+      8210.0,
+      8204.0,
+      8037.0,
+      8040.0,
+      7915.0,
+      7858.0,
+      7860.0,
+      7795.0,
+      7754.0,
+      7833.0,
+      7568.0,
+      7514.0,
+      7412.0,
+      7119.0,
+      6934.0,
+      6864.0,
+      6997.0,
+      6780.0,
+      6648.0,
+      6637.0,
+      6657.0,
+      6723.0,
+      6856.0,
+      7012.0,
+      7079.0,
+      7154.0,
+      7227.0,
+      7510.0,
+      7549.0,
+      7640.0,
+      7954.0,
+      8143.0,
+      8170.0,
+      8375.0,
+      8523.0,
+      8765.0,
+      8958.0,
+      9334.0,
+      9500.0,
+      9668.0,
+      9757.0,
+      10246.0,
+      10211.0,
+      10316.0,
+      10333.0,
+      10524.0,
+      10543.0,
+      10797.0,
+      10783.0,
+      10838.0,
+      10774.0,
+      10920.0,
+      10798.0,
+      11004.0,
+      11119.0,
+      11101.0
+    ],
+    "sample_efficiencies": [
+      0.00010000000474974513,
+      0.00010433248826302588,
+      0.00011671877291519195,
+      0.00013946059334557503,
+      0.00017898294026963413,
+      0.00022750109201297164,
+      0.00040533093851991,
+      -0.43890291452407837,
+      -0.0003811072092503309,
+      -0.0001599169336259365,
+      -8.385314140468836e-05,
+      -4.58133035863284e-05,
+      -2.922909516200889e-05,
+      -1.8133414414478466e-05,
+      -1.1381406693544704e-05,
+      -6.8077893047302496e-06,
+      -3.98081374441972e-06,
+      -2.177905798816937e-06,
+      -9.291638320974016e-07,
+      -7.333431994993589e-08,
+      6.711296691719326e-07,
+      1.2196647958262474e-06,
+      1.7676293282420374e-06,
+      2.170137577195419e-06,
+      2.5117581117228838e-06,
+      2.7667381345963804e-06,
+      2.9332379654078977e-06,
+      3.042664502572734e-06,
+      3.1061970275914064e-06,
+      3.1402346394315828e-06,
+      3.153669467792497e-06,
+      3.1495442271989305e-06,
+      3.1334116101788823e-06,
+      3.1085480713954894e-06,
+      3.0771388992434368e-06,
+      3.0422133932006545e-06,
+      3.004529389727395e-06,
+      2.964087343571009e-06,
+      2.9230923246359453e-06,
+      2.8813540211558575e-06,
+      2.839241915353341e-06,
+      2.797497245410341e-06,
+      2.75735783361597e-06,
+      2.7188925741938874e-06,
+      2.6822399377124384e-06,
+      2.6473571779206395e-06,
+      2.613680180729716e-06,
+      2.580918589956127e-06,
+      2.549441433075117e-06,
+      2.5185561298712855e-06,
+      2.4885307539079804e-06,
+      2.459501956764143e-06,
+      2.43160411628196e-06,
+      2.4044784368015826e-06,
+      2.377779992457363e-06,
+      2.352336878175265e-06,
+      2.327658876311034e-06,
+      2.3038255676510744e-06,
+      2.2804301806900185e-06,
+      2.257942469441332e-06,
+      2.2364026790455682e-06,
+      2.215596168753109e-06,
+      2.1952159841021057e-06,
+      2.175080226152204e-06,
+      2.1552971247729147e-06,
+      2.135987870133249e-06,
+      2.1167975319258403e-06,
+      2.0978689008188667e-06,
+      2.079592832160415e-06,
+      2.061615987258847e-06,
+      2.044127768385806e-06,
+      2.0270049390092026e-06,
+      2.0105517251067795e-06,
+      1.994478452616022e-06,
+      1.9788283225352643e-06,
+      1.96365704141499e-06,
+      1.948660155903781e-06,
+      1.9339413483976386e-06,
+      1.9196852463210234e-06,
+      1.9056245719184517e-06,
+      1.8918931345979217e-06,
+      1.8785679003485711e-06,
+      1.8658112139746663e-06,
+      1.8532620060796035e-06,
+      1.841070798036526e-06,
+      1.8290548950972152e-06,
+      1.8171699593949597e-06,
+      1.8052571704174625e-06,
+      1.7935585674422327e-06,
+      1.7820561879489105e-06,
+      1.771021516105975e-06,
+      1.7600565342945629e-06,
+      1.7494074882051791e-06,
+      1.7390079847245943e-06,
+      1.7292126130996621e-06,
+      1.7198154864672688e-06,
+      1.7109454120145529e-06,
+      1.7022446172632044e-06,
+      1.6938441831371165e-06,
+      1.6856464526426862e-06,
+      1.677526256571582e-06,
+      1.6695704516678234e-06,
+      1.661631245042372e-06,
+      1.6539535181436804e-06,
+      1.6463914107589517e-06,
+      1.6389946040362702e-06,
+      1.631548229852342e-06,
+      1.624124251975445e-06,
+      1.616754616406979e-06,
+      1.6095273167593405e-06,
+      1.6024143860704498e-06,
+      1.5953303318383405e-06,
+      1.5882499155850383e-06,
+      1.5812165656825528e-06,
+      1.5739772152301157e-06,
+      1.5669440927013056e-06,
+      1.5599407561239786e-06,
+      1.5530139307884383e-06,
+      1.5460267377420678e-06,
+      1.5390994576591766e-06,
+      1.5321899127229699e-06,
+      1.5254170193657046e-06,
+      1.518591147942061e-06,
+      1.5118509963940596e-06,
+      1.5051421087264316e-06,
+      1.4983355640652007e-06,
+      1.4916356576577527e-06,
+      1.4849684930595686e-06,
+      1.478321905779012e-06,
+      1.4716630403199815e-06,
+      1.4651800483989064e-06,
+      1.4588158592232503e-06,
+      1.4525024880640558e-06,
+      1.4462906392509467e-06,
+      1.440138248653966e-06,
+      1.4341181895360933e-06,
+      1.4283006066762027e-06,
+      1.422549644303217e-06,
+      1.4168383586365962e-06,
+      1.4111863038124284e-06,
+      1.4056305417398107e-06,
+      1.4001877843838884e-06,
+      1.3948316563983099e-06,
+      1.3897906683268957e-06,
+      1.3848373328073649e-06,
+      1.3799239013678744e-06,
+      1.3751450751442462e-06,
+      1.3703983086088556e-06,
+      1.3657576118930592e-06,
+      1.3611817166747642e-06,
+      1.3566353800342767e-06,
+      1.3521566870622337e-06,
+      1.347730972156569e-06,
+      1.343289795840974e-06,
+      1.339026653113251e-06,
+      1.3348201264307136e-06,
+      1.3306959090186865e-06,
+      1.326757683273172e-06,
+      1.32294258037291e-06,
+      1.3191856851335615e-06,
+      1.3153761528883479e-06,
+      1.3117040680299397e-06,
+      1.3081213410259807e-06,
+      1.3045619198237546e-06,
+      1.3010093198317918e-06,
+      1.2974393257536576e-06,
+      1.293817263103847e-06,
+      1.290132786380127e-06,
+      1.2864336440543411e-06,
+      1.2827163118345197e-06,
+      1.2789826087100664e-06,
+      1.275126010114036e-06,
+      1.2712736179310014e-06,
+      1.2673993978751241e-06,
+      1.2633925052796258e-06,
+      1.2593189921972225e-06,
+      1.2552608268379117e-06,
+      1.2511309250839986e-06,
+      1.2469593002606416e-06,
+      1.2427022966221557e-06,
+      1.2383861758280545e-06,
+      1.2339262411842356e-06,
+      1.2294261750867008e-06,
+      1.2248871144038276e-06,
+      1.2203471442262526e-06,
+      1.215624024553108e-06,
+      1.2109618410249823e-06,
+      1.206296587952238e-06,
+      1.2016682831017533e-06,
+      1.1969996194238774e-06,
+      1.1923680176550988e-06,
+      1.1876712733283057e-06,
+      1.18302705232054e-06,
+      1.1784051139329677e-06,
+      1.1738552530005109e-06,
+      1.1692890211634221e-06,
+      1.1648174904621555e-06,
+      1.1603049188124714e-06,
+      1.155790073426033e-06,
+      1.1513267281770823e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.0006190562271513045,
+      0.0006949796224944293,
+      0.0008333999430760741,
+      0.0010731181828305125,
+      0.0013668686151504517,
+      0.0024424304720014334,
+      -2.653470993041992,
+      -0.0023113039787858725,
+      -0.0009736836072988808,
+      -0.0005134471575729549,
+      -0.0002830857993103564,
+      -0.00018252880545333028,
+      -0.00011514199286466464,
+      -7.404900679830462e-05,
+      -4.6139899495756254e-05,
+      -2.883147681131959e-05,
+      -1.7748010577633977e-05,
+      -1.0034186743723694e-05,
+      -4.717511728813406e-06,
+      -6.23591560611203e-08,
+      3.3943101698241662e-06,
+      6.879266493342584e-06,
+      9.468967618886381e-06,
+      1.16998171506566e-05,
+      1.3398842384049203e-05,
+      1.4540943084284663e-05,
+      1.532528767711483e-05,
+      1.5815339793334715e-05,
+      1.6118261555675417e-05,
+      1.6297442925861105e-05,
+      1.635802982491441e-05,
+      1.633804822631646e-05,
+      1.6259686162811704e-05,
+      1.6137462807819247e-05,
+      1.5987929145921953e-05,
+      1.581757896929048e-05,
+      1.5628273104084656e-05,
+      1.5431674910360016e-05,
+      1.5227940821205266e-05,
+      1.501960741734365e-05,
+      1.481091294408543e-05,
+      1.4608553101425059e-05,
+      1.4413305507332552e-05,
+      1.422621153324144e-05,
+      1.4047313925402705e-05,
+      1.3873918760509696e-05,
+      1.3704671800951473e-05,
+      1.3541591215471271e-05,
+      1.338117817795137e-05,
+      1.3224892427388113e-05,
+      1.3073505215288606e-05,
+      1.2927769603265915e-05,
+      1.2785859325958882e-05,
+      1.2645996321225539e-05,
+      1.2512551620602608e-05,
+      1.2382980457914528e-05,
+      1.225772484758636e-05,
+      1.2134661119489465e-05,
+      1.2016278560622595e-05,
+      1.1902804544661194e-05,
+      1.179312039312208e-05,
+      1.168561811937252e-05,
+      1.1579344572965056e-05,
+      1.1474880921014119e-05,
+      1.1372869266779162e-05,
+      1.1271441508142743e-05,
+      1.117135525419144e-05,
+      1.1074684152845293e-05,
+      1.0979561920976266e-05,
+      1.0886993550229818e-05,
+      1.0796332389872987e-05,
+      1.0709189155022614e-05,
+      1.062403589457972e-05,
+      1.0541104529693257e-05,
+      1.04606897366466e-05,
+      1.038118170981761e-05,
+      1.0303132512490265e-05,
+      1.0227520760963671e-05,
+      1.015293128148187e-05,
+      1.0080075298901647e-05,
+      1.0009362085838802e-05,
+      9.941654752765317e-06,
+      9.875038813333958e-06,
+      9.810312803892884e-06,
+      9.74650993157411e-06,
+      9.683393727755174e-06,
+      9.620122000342235e-06,
+      9.557979865348898e-06,
+      9.496872735326178e-06,
+      9.43824397836579e-06,
+      9.379979928780813e-06,
+      9.3233902589418e-06,
+      9.268119356420357e-06,
+      9.216055332217366e-06,
+      9.166104064206593e-06,
+      9.118949492403772e-06,
+      9.072691682376899e-06,
+      9.02802639757283e-06,
+      8.984436135506257e-06,
+      8.941255146055482e-06,
+      8.898945452529006e-06,
+      8.856721251504496e-06,
+      8.815884939394891e-06,
+      8.775661626714282e-06,
+      8.736315066926181e-06,
+      8.696702934685163e-06,
+      8.657207217765972e-06,
+      8.617998901172541e-06,
+      8.579545465181582e-06,
+      8.541699571651407e-06,
+      8.504005563736428e-06,
+      8.466328836220782e-06,
+      8.428901310253423e-06,
+      8.390375114686321e-06,
+      8.352944860234857e-06,
+      8.315671948366798e-06,
+      8.278805580630433e-06,
+      8.241614523285534e-06,
+      8.204742698580958e-06,
+      8.167963642335963e-06,
+      8.131911272357684e-06,
+      8.095575140032452e-06,
+      8.059693755058106e-06,
+      8.023977898119483e-06,
+      7.987741810211446e-06,
+      7.952071428007912e-06,
+      7.916574759292416e-06,
+      7.881186320446432e-06,
+      7.84573239798192e-06,
+      7.811212526576128e-06,
+      7.777324753988069e-06,
+      7.743708010821138e-06,
+      7.710629688517656e-06,
+      7.677867870370392e-06,
+      7.6458100011223e-06,
+      7.6148289736011066e-06,
+      7.584203103760956e-06,
+      7.553786872449564e-06,
+      7.523686690547038e-06,
+      7.494097644666908e-06,
+      7.4651102295320015e-06,
+      7.436583473463543e-06,
+      7.409735189867206e-06,
+      7.383352112810826e-06,
+      7.357181857514661e-06,
+      7.331728284043493e-06,
+      7.306444331334205e-06,
+      7.28172562958207e-06,
+      7.2573507168272045e-06,
+      7.233133601403097e-06,
+      7.209276645880891e-06,
+      7.185701633716235e-06,
+      7.162043402786367e-06,
+      7.139332865335746e-06,
+      7.1169242801261134e-06,
+      7.094954071362736e-06,
+      7.073974302329589e-06,
+      7.053649824229069e-06,
+      7.033634574327152e-06,
+      7.013339200057089e-06,
+      6.993775969021954e-06,
+      6.974688858463196e-06,
+      6.9557258939312305e-06,
+      6.936797944945283e-06,
+      6.917777682247106e-06,
+      6.898480478412239e-06,
+      6.87884903527447e-06,
+      6.8591398303397e-06,
+      6.839333764219191e-06,
+      6.819440386607312e-06,
+      6.798892172810156e-06,
+      6.778365332138492e-06,
+      6.757722076145001e-06,
+      6.736372597515583e-06,
+      6.714667051710421e-06,
+      6.693043360428419e-06,
+      6.67103677187697e-06,
+      6.64880872136564e-06,
+      6.6261245592613705e-06,
+      6.603125257242937e-06,
+      6.579359705938259e-06,
+      6.555379968631314e-06,
+      6.531191957037663e-06,
+      6.506998943223152e-06,
+      6.481830041593639e-06,
+      6.456985829572659e-06,
+      6.432125246647047e-06,
+      6.407460659829667e-06,
+      6.382581887010019e-06,
+      6.357899565045955e-06,
+      6.332870270853164e-06,
+      6.308120191533817e-06,
+      6.283488801273052e-06,
+      6.259242127271136e-06,
+      6.234906322788447e-06,
+      6.211076652107295e-06,
+      6.187027793203015e-06,
+      6.16296620137291e-06,
+      6.139179731690092e-06
+    ],
+    "stabilities": [
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.6955759525299072,
+      1.0,
+      1.0,
+      0.9997689723968506,
+      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,
+      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,
+      0.9984103441238403,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9974585771560669,
+      1.0,
+      1.0,
+      0.9860624074935913,
+      1.0,
+      0.996191143989563,
+      1.0,
+      0.9898660182952881,
+      0.9846433997154236,
+      0.9914529919624329,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9898439049720764,
+      1.0,
+      0.9962978363037109,
+      1.0,
+      0.982725203037262,
+      0.9981992840766907,
+      0.9943304061889648,
+      0.989287257194519,
+      1.0,
+      1.0,
+      0.987456738948822,
+      1.0,
+      0.9949446320533752,
+      0.9880858659744263,
+      0.9738451838493347,
+      1.0,
+      0.9871631264686584,
+      1.0,
+      1.0,
+      1.0,
+      0.9979293942451477,
+      0.9989174604415894,
+      0.9740810990333557,
+      1.0,
+      0.9854752421379089,
+      0.9904850721359253,
+      0.9544170498847961,
+      0.9709887504577637,
+      0.9543699026107788,
+      0.9910552501678467,
+      0.9750725030899048,
+      0.9851239919662476,
+      0.999776303768158,
+      0.9888117909431458,
+      1.0,
+      0.9758453965187073,
+      0.9935528635978699,
+      0.9865584969520569,
+      1.0,
+      1.0,
+      1.0,
+      0.9894374012947083,
+      0.9928057789802551,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9808352589607239,
+      1.0,
+      0.9984269738197327,
+      1.0,
+      1.0,
+      1.0,
+      0.9898093342781067,
+      1.0,
+      0.9972805380821228,
+      1.0,
+      1.0,
+      0.9944944381713867,
+      1.0,
+      1.0,
+      1.0,
+      0.9836934208869934,
+      0.9915531873703003,
+      1.0,
+      0.9936231374740601,
+      1.0,
+      0.9879144430160522,
+      0.9753166437149048,
+      0.9974470138549805,
+      1.0,
+      0.9984451532363892,
+      0.9916573762893677,
+      0.9881099462509155,
+      0.9923941493034363,
+      0.9486387372016907,
+      0.9899915456771851,
+      0.9992691874504089,
+      0.9796440601348877,
+      1.0,
+      0.9844527244567871,
+      0.9927985072135925,
+      1.0,
+      0.991730272769928,
+      0.9947402477264404,
+      1.0,
+      0.9661687612533569,
+      0.9928646683692932,
+      0.9864253401756287,
+      0.9604694843292236,
+      0.9740132093429565,
+      0.9899048209190369,
+      1.0,
+      0.9689866900444031,
+      0.9805309772491455,
+      0.9983453750610352,
+      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,
+      0.9965840578079224,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9987033605575562,
+      1.0,
+      0.9940948486328125,
+      1.0,
+      0.9888278245925903,
+      1.0,
+      1.0,
+      0.9983811378479004
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_metrics_scalar_eval.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 9199.1201171875,
+  "strength": 8155.37646484375,
+  "max_strength": 11914.0,
+  "final_strength": 11101.0,
+  "sample_efficiency": 1.15132684186392e-06,
+  "training_efficiency": 6.139179276942741e-06,
+  "stability": 0.9945834875106812
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_metrics_scalar_train.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 9199.1201171875,
+  "strength": 8155.37646484375,
+  "max_strength": 11914.0,
+  "final_strength": 11101.0,
+  "sample_efficiency": 1.15132684186392e-06,
+  "training_efficiency": 6.139179276942741e-06,
+  "stability": 0.9945834875106812
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s1_session_metrics_train.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 9199.1201171875,
+    "strength": 8155.37646484375,
+    "max_strength": 11914.0,
+    "final_strength": 11101.0,
+    "sample_efficiency": 1.15132684186392e-06,
+    "training_efficiency": 6.139179276942741e-06,
+    "stability": 0.9945834875106812
+  },
+  "local": {
+    "mean_returns": [
+      125.80644989013672,
+      481.25,
+      500.0,
+      506.25,
+      506.3829650878906,
+      490.7407531738281,
+      509.375,
+      520.253173828125,
+      520.2380981445312,
+      540.0,
+      578.0,
+      647.0,
+      664.0,
+      751.0,
+      818.0,
+      922.0,
+      971.0,
+      995.0,
+      1031.0,
+      1034.0,
+      1185.0,
+      1237.0,
+      1628.0,
+      1805.0,
+      2302.0,
+      2792.0,
+      3098.0,
+      3533.0,
+      3789.0,
+      4207.0,
+      5118.0,
+      5447.0,
+      5883.0,
+      6415.0,
+      7034.0,
+      7410.0,
+      7898.0,
+      8611.0,
+      9044.0,
+      9627.0,
+      10238.0,
+      10753.0,
+      10965.0,
+      11108.0,
+      11149.0,
+      11132.0,
+      11236.0,
+      11409.0,
+      11429.0,
+      11670.0,
+      11806.0,
+      11866.0,
+      11837.0,
+      11924.0,
+      12150.0,
+      11987.0,
+      12007.0,
+      11963.0,
+      12099.0,
+      11981.0,
+      11804.0,
+      11707.0,
+      11759.0,
+      11910.0,
+      11999.0,
+      12009.0,
+      12230.0,
+      12369.0,
+      12248.0,
+      12340.0,
+      12296.0,
+      12322.0,
+      12117.0,
+      12096.0,
+      12030.0,
+      11906.0,
+      12002.0,
+      12015.0,
+      11870.0,
+      11928.0,
+      11870.0,
+      11734.0,
+      11439.0,
+      11439.0,
+      11298.0,
+      11311.0,
+      11362.0,
+      11563.0,
+      11540.0,
+      11528.0,
+      11241.0,
+      11333.0,
+      11175.0,
+      11073.0,
+      10589.0,
+      10295.0,
+      9846.0,
+      9762.0,
+      9530.0,
+      9395.0,
+      9393.0,
+      9293.0,
+      9356.0,
+      9141.0,
+      9085.0,
+      8969.0,
+      9100.0,
+      9151.0,
+      9165.0,
+      9073.0,
+      9011.0,
+      9051.0,
+      9123.0,
+      9143.0,
+      9482.0,
+      9309.0,
+      9355.0,
+      9341.0,
+      9505.0,
+      9515.0,
+      9581.0,
+      9488.0,
+      9648.0,
+      9623.0,
+      9671.0,
+      9900.0,
+      9848.0,
+      9898.0,
+      9966.0,
+      10083.0,
+      9926.0,
+      9846.0,
+      9864.0,
+      9804.0,
+      9805.0,
+      9692.0,
+      9464.0,
+      9441.0,
+      9459.0,
+      9445.0,
+      9370.0,
+      9264.0,
+      9197.0,
+      8748.0,
+      8665.0,
+      8659.0,
+      8492.0,
+      8495.0,
+      8370.0,
+      8313.0,
+      8315.0,
+      8250.0,
+      8209.0,
+      8288.0,
+      8023.0,
+      7969.0,
+      7867.0,
+      7574.0,
+      7389.0,
+      7319.0,
+      7452.0,
+      7235.0,
+      7103.0,
+      7092.0,
+      7112.0,
+      7178.0,
+      7311.0,
+      7467.0,
+      7534.0,
+      7609.0,
+      7682.0,
+      7965.0,
+      8004.0,
+      8095.0,
+      8409.0,
+      8598.0,
+      8625.0,
+      8830.0,
+      8978.0,
+      9220.0,
+      9413.0,
+      9789.0,
+      9955.0,
+      10123.0,
+      10212.0,
+      10701.0,
+      10666.0,
+      10771.0,
+      10788.0,
+      10979.0,
+      10998.0,
+      11252.0,
+      11238.0,
+      11293.0,
+      11229.0,
+      11375.0,
+      11253.0,
+      11459.0,
+      11574.0,
+      11556.0
+    ],
+    "strengths": [
+      -329.19354248046875,
+      26.25,
+      45.0,
+      51.25,
+      51.382965087890625,
+      35.740753173828125,
+      54.375,
+      65.253173828125,
+      65.23809814453125,
+      85.0,
+      123.0,
+      192.0,
+      209.0,
+      296.0,
+      363.0,
+      467.0,
+      516.0,
+      540.0,
+      576.0,
+      579.0,
+      730.0,
+      782.0,
+      1173.0,
+      1350.0,
+      1847.0,
+      2337.0,
+      2643.0,
+      3078.0,
+      3334.0,
+      3752.0,
+      4663.0,
+      4992.0,
+      5428.0,
+      5960.0,
+      6579.0,
+      6955.0,
+      7443.0,
+      8156.0,
+      8589.0,
+      9172.0,
+      9783.0,
+      10298.0,
+      10510.0,
+      10653.0,
+      10694.0,
+      10677.0,
+      10781.0,
+      10954.0,
+      10974.0,
+      11215.0,
+      11351.0,
+      11411.0,
+      11382.0,
+      11469.0,
+      11695.0,
+      11532.0,
+      11552.0,
+      11508.0,
+      11644.0,
+      11526.0,
+      11349.0,
+      11252.0,
+      11304.0,
+      11455.0,
+      11544.0,
+      11554.0,
+      11775.0,
+      11914.0,
+      11793.0,
+      11885.0,
+      11841.0,
+      11867.0,
+      11662.0,
+      11641.0,
+      11575.0,
+      11451.0,
+      11547.0,
+      11560.0,
+      11415.0,
+      11473.0,
+      11415.0,
+      11279.0,
+      10984.0,
+      10984.0,
+      10843.0,
+      10856.0,
+      10907.0,
+      11108.0,
+      11085.0,
+      11073.0,
+      10786.0,
+      10878.0,
+      10720.0,
+      10618.0,
+      10134.0,
+      9840.0,
+      9391.0,
+      9307.0,
+      9075.0,
+      8940.0,
+      8938.0,
+      8838.0,
+      8901.0,
+      8686.0,
+      8630.0,
+      8514.0,
+      8645.0,
+      8696.0,
+      8710.0,
+      8618.0,
+      8556.0,
+      8596.0,
+      8668.0,
+      8688.0,
+      9027.0,
+      8854.0,
+      8900.0,
+      8886.0,
+      9050.0,
+      9060.0,
+      9126.0,
+      9033.0,
+      9193.0,
+      9168.0,
+      9216.0,
+      9445.0,
+      9393.0,
+      9443.0,
+      9511.0,
+      9628.0,
+      9471.0,
+      9391.0,
+      9409.0,
+      9349.0,
+      9350.0,
+      9237.0,
+      9009.0,
+      8986.0,
+      9004.0,
+      8990.0,
+      8915.0,
+      8809.0,
+      8742.0,
+      8293.0,
+      8210.0,
+      8204.0,
+      8037.0,
+      8040.0,
+      7915.0,
+      7858.0,
+      7860.0,
+      7795.0,
+      7754.0,
+      7833.0,
+      7568.0,
+      7514.0,
+      7412.0,
+      7119.0,
+      6934.0,
+      6864.0,
+      6997.0,
+      6780.0,
+      6648.0,
+      6637.0,
+      6657.0,
+      6723.0,
+      6856.0,
+      7012.0,
+      7079.0,
+      7154.0,
+      7227.0,
+      7510.0,
+      7549.0,
+      7640.0,
+      7954.0,
+      8143.0,
+      8170.0,
+      8375.0,
+      8523.0,
+      8765.0,
+      8958.0,
+      9334.0,
+      9500.0,
+      9668.0,
+      9757.0,
+      10246.0,
+      10211.0,
+      10316.0,
+      10333.0,
+      10524.0,
+      10543.0,
+      10797.0,
+      10783.0,
+      10838.0,
+      10774.0,
+      10920.0,
+      10798.0,
+      11004.0,
+      11119.0,
+      11101.0
+    ],
+    "sample_efficiencies": [
+      0.00010000000474974513,
+      0.00010433248826302588,
+      0.00011671877291519195,
+      0.00013946059334557503,
+      0.00017898294026963413,
+      0.00022750109201297164,
+      0.00040533093851991,
+      -0.43890291452407837,
+      -0.0003811072092503309,
+      -0.0001599169336259365,
+      -8.385314140468836e-05,
+      -4.58133035863284e-05,
+      -2.922909516200889e-05,
+      -1.8133414414478466e-05,
+      -1.1381406693544704e-05,
+      -6.8077893047302496e-06,
+      -3.98081374441972e-06,
+      -2.177905798816937e-06,
+      -9.291638320974016e-07,
+      -7.333431994993589e-08,
+      6.711296691719326e-07,
+      1.2196647958262474e-06,
+      1.7676293282420374e-06,
+      2.170137577195419e-06,
+      2.5117581117228838e-06,
+      2.7667381345963804e-06,
+      2.9332379654078977e-06,
+      3.042664502572734e-06,
+      3.1061970275914064e-06,
+      3.1402346394315828e-06,
+      3.153669467792497e-06,
+      3.1495442271989305e-06,
+      3.1334116101788823e-06,
+      3.1085480713954894e-06,
+      3.0771388992434368e-06,
+      3.0422133932006545e-06,
+      3.004529389727395e-06,
+      2.964087343571009e-06,
+      2.9230923246359453e-06,
+      2.8813540211558575e-06,
+      2.839241915353341e-06,
+      2.797497245410341e-06,
+      2.75735783361597e-06,
+      2.7188925741938874e-06,
+      2.6822399377124384e-06,
+      2.6473571779206395e-06,
+      2.613680180729716e-06,
+      2.580918589956127e-06,
+      2.549441433075117e-06,
+      2.5185561298712855e-06,
+      2.4885307539079804e-06,
+      2.459501956764143e-06,
+      2.43160411628196e-06,
+      2.4044784368015826e-06,
+      2.377779992457363e-06,
+      2.352336878175265e-06,
+      2.327658876311034e-06,
+      2.3038255676510744e-06,
+      2.2804301806900185e-06,
+      2.257942469441332e-06,
+      2.2364026790455682e-06,
+      2.215596168753109e-06,
+      2.1952159841021057e-06,
+      2.175080226152204e-06,
+      2.1552971247729147e-06,
+      2.135987870133249e-06,
+      2.1167975319258403e-06,
+      2.0978689008188667e-06,
+      2.079592832160415e-06,
+      2.061615987258847e-06,
+      2.044127768385806e-06,
+      2.0270049390092026e-06,
+      2.0105517251067795e-06,
+      1.994478452616022e-06,
+      1.9788283225352643e-06,
+      1.96365704141499e-06,
+      1.948660155903781e-06,
+      1.9339413483976386e-06,
+      1.9196852463210234e-06,
+      1.9056245719184517e-06,
+      1.8918931345979217e-06,
+      1.8785679003485711e-06,
+      1.8658112139746663e-06,
+      1.8532620060796035e-06,
+      1.841070798036526e-06,
+      1.8290548950972152e-06,
+      1.8171699593949597e-06,
+      1.8052571704174625e-06,
+      1.7935585674422327e-06,
+      1.7820561879489105e-06,
+      1.771021516105975e-06,
+      1.7600565342945629e-06,
+      1.7494074882051791e-06,
+      1.7390079847245943e-06,
+      1.7292126130996621e-06,
+      1.7198154864672688e-06,
+      1.7109454120145529e-06,
+      1.7022446172632044e-06,
+      1.6938441831371165e-06,
+      1.6856464526426862e-06,
+      1.677526256571582e-06,
+      1.6695704516678234e-06,
+      1.661631245042372e-06,
+      1.6539535181436804e-06,
+      1.6463914107589517e-06,
+      1.6389946040362702e-06,
+      1.631548229852342e-06,
+      1.624124251975445e-06,
+      1.616754616406979e-06,
+      1.6095273167593405e-06,
+      1.6024143860704498e-06,
+      1.5953303318383405e-06,
+      1.5882499155850383e-06,
+      1.5812165656825528e-06,
+      1.5739772152301157e-06,
+      1.5669440927013056e-06,
+      1.5599407561239786e-06,
+      1.5530139307884383e-06,
+      1.5460267377420678e-06,
+      1.5390994576591766e-06,
+      1.5321899127229699e-06,
+      1.5254170193657046e-06,
+      1.518591147942061e-06,
+      1.5118509963940596e-06,
+      1.5051421087264316e-06,
+      1.4983355640652007e-06,
+      1.4916356576577527e-06,
+      1.4849684930595686e-06,
+      1.478321905779012e-06,
+      1.4716630403199815e-06,
+      1.4651800483989064e-06,
+      1.4588158592232503e-06,
+      1.4525024880640558e-06,
+      1.4462906392509467e-06,
+      1.440138248653966e-06,
+      1.4341181895360933e-06,
+      1.4283006066762027e-06,
+      1.422549644303217e-06,
+      1.4168383586365962e-06,
+      1.4111863038124284e-06,
+      1.4056305417398107e-06,
+      1.4001877843838884e-06,
+      1.3948316563983099e-06,
+      1.3897906683268957e-06,
+      1.3848373328073649e-06,
+      1.3799239013678744e-06,
+      1.3751450751442462e-06,
+      1.3703983086088556e-06,
+      1.3657576118930592e-06,
+      1.3611817166747642e-06,
+      1.3566353800342767e-06,
+      1.3521566870622337e-06,
+      1.347730972156569e-06,
+      1.343289795840974e-06,
+      1.339026653113251e-06,
+      1.3348201264307136e-06,
+      1.3306959090186865e-06,
+      1.326757683273172e-06,
+      1.32294258037291e-06,
+      1.3191856851335615e-06,
+      1.3153761528883479e-06,
+      1.3117040680299397e-06,
+      1.3081213410259807e-06,
+      1.3045619198237546e-06,
+      1.3010093198317918e-06,
+      1.2974393257536576e-06,
+      1.293817263103847e-06,
+      1.290132786380127e-06,
+      1.2864336440543411e-06,
+      1.2827163118345197e-06,
+      1.2789826087100664e-06,
+      1.275126010114036e-06,
+      1.2712736179310014e-06,
+      1.2673993978751241e-06,
+      1.2633925052796258e-06,
+      1.2593189921972225e-06,
+      1.2552608268379117e-06,
+      1.2511309250839986e-06,
+      1.2469593002606416e-06,
+      1.2427022966221557e-06,
+      1.2383861758280545e-06,
+      1.2339262411842356e-06,
+      1.2294261750867008e-06,
+      1.2248871144038276e-06,
+      1.2203471442262526e-06,
+      1.215624024553108e-06,
+      1.2109618410249823e-06,
+      1.206296587952238e-06,
+      1.2016682831017533e-06,
+      1.1969996194238774e-06,
+      1.1923680176550988e-06,
+      1.1876712733283057e-06,
+      1.18302705232054e-06,
+      1.1784051139329677e-06,
+      1.1738552530005109e-06,
+      1.1692890211634221e-06,
+      1.1648174904621555e-06,
+      1.1603049188124714e-06,
+      1.155790073426033e-06,
+      1.1513267281770823e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.0006190562271513045,
+      0.0006949796224944293,
+      0.0008333999430760741,
+      0.0010731181828305125,
+      0.0013668686151504517,
+      0.0024424304720014334,
+      -2.653470993041992,
+      -0.0023113039787858725,
+      -0.0009736836072988808,
+      -0.0005134471575729549,
+      -0.0002830857993103564,
+      -0.00018252880545333028,
+      -0.00011514199286466464,
+      -7.404900679830462e-05,
+      -4.6139899495756254e-05,
+      -2.883147681131959e-05,
+      -1.7748010577633977e-05,
+      -1.0034186743723694e-05,
+      -4.717511728813406e-06,
+      -6.23591560611203e-08,
+      3.3943101698241662e-06,
+      6.879266493342584e-06,
+      9.468967618886381e-06,
+      1.16998171506566e-05,
+      1.3398842384049203e-05,
+      1.4540943084284663e-05,
+      1.532528767711483e-05,
+      1.5815339793334715e-05,
+      1.6118261555675417e-05,
+      1.6297442925861105e-05,
+      1.635802982491441e-05,
+      1.633804822631646e-05,
+      1.6259686162811704e-05,
+      1.6137462807819247e-05,
+      1.5987929145921953e-05,
+      1.581757896929048e-05,
+      1.5628273104084656e-05,
+      1.5431674910360016e-05,
+      1.5227940821205266e-05,
+      1.501960741734365e-05,
+      1.481091294408543e-05,
+      1.4608553101425059e-05,
+      1.4413305507332552e-05,
+      1.422621153324144e-05,
+      1.4047313925402705e-05,
+      1.3873918760509696e-05,
+      1.3704671800951473e-05,
+      1.3541591215471271e-05,
+      1.338117817795137e-05,
+      1.3224892427388113e-05,
+      1.3073505215288606e-05,
+      1.2927769603265915e-05,
+      1.2785859325958882e-05,
+      1.2645996321225539e-05,
+      1.2512551620602608e-05,
+      1.2382980457914528e-05,
+      1.225772484758636e-05,
+      1.2134661119489465e-05,
+      1.2016278560622595e-05,
+      1.1902804544661194e-05,
+      1.179312039312208e-05,
+      1.168561811937252e-05,
+      1.1579344572965056e-05,
+      1.1474880921014119e-05,
+      1.1372869266779162e-05,
+      1.1271441508142743e-05,
+      1.117135525419144e-05,
+      1.1074684152845293e-05,
+      1.0979561920976266e-05,
+      1.0886993550229818e-05,
+      1.0796332389872987e-05,
+      1.0709189155022614e-05,
+      1.062403589457972e-05,
+      1.0541104529693257e-05,
+      1.04606897366466e-05,
+      1.038118170981761e-05,
+      1.0303132512490265e-05,
+      1.0227520760963671e-05,
+      1.015293128148187e-05,
+      1.0080075298901647e-05,
+      1.0009362085838802e-05,
+      9.941654752765317e-06,
+      9.875038813333958e-06,
+      9.810312803892884e-06,
+      9.74650993157411e-06,
+      9.683393727755174e-06,
+      9.620122000342235e-06,
+      9.557979865348898e-06,
+      9.496872735326178e-06,
+      9.43824397836579e-06,
+      9.379979928780813e-06,
+      9.3233902589418e-06,
+      9.268119356420357e-06,
+      9.216055332217366e-06,
+      9.166104064206593e-06,
+      9.118949492403772e-06,
+      9.072691682376899e-06,
+      9.02802639757283e-06,
+      8.984436135506257e-06,
+      8.941255146055482e-06,
+      8.898945452529006e-06,
+      8.856721251504496e-06,
+      8.815884939394891e-06,
+      8.775661626714282e-06,
+      8.736315066926181e-06,
+      8.696702934685163e-06,
+      8.657207217765972e-06,
+      8.617998901172541e-06,
+      8.579545465181582e-06,
+      8.541699571651407e-06,
+      8.504005563736428e-06,
+      8.466328836220782e-06,
+      8.428901310253423e-06,
+      8.390375114686321e-06,
+      8.352944860234857e-06,
+      8.315671948366798e-06,
+      8.278805580630433e-06,
+      8.241614523285534e-06,
+      8.204742698580958e-06,
+      8.167963642335963e-06,
+      8.131911272357684e-06,
+      8.095575140032452e-06,
+      8.059693755058106e-06,
+      8.023977898119483e-06,
+      7.987741810211446e-06,
+      7.952071428007912e-06,
+      7.916574759292416e-06,
+      7.881186320446432e-06,
+      7.84573239798192e-06,
+      7.811212526576128e-06,
+      7.777324753988069e-06,
+      7.743708010821138e-06,
+      7.710629688517656e-06,
+      7.677867870370392e-06,
+      7.6458100011223e-06,
+      7.6148289736011066e-06,
+      7.584203103760956e-06,
+      7.553786872449564e-06,
+      7.523686690547038e-06,
+      7.494097644666908e-06,
+      7.4651102295320015e-06,
+      7.436583473463543e-06,
+      7.409735189867206e-06,
+      7.383352112810826e-06,
+      7.357181857514661e-06,
+      7.331728284043493e-06,
+      7.306444331334205e-06,
+      7.28172562958207e-06,
+      7.2573507168272045e-06,
+      7.233133601403097e-06,
+      7.209276645880891e-06,
+      7.185701633716235e-06,
+      7.162043402786367e-06,
+      7.139332865335746e-06,
+      7.1169242801261134e-06,
+      7.094954071362736e-06,
+      7.073974302329589e-06,
+      7.053649824229069e-06,
+      7.033634574327152e-06,
+      7.013339200057089e-06,
+      6.993775969021954e-06,
+      6.974688858463196e-06,
+      6.9557258939312305e-06,
+      6.936797944945283e-06,
+      6.917777682247106e-06,
+      6.898480478412239e-06,
+      6.87884903527447e-06,
+      6.8591398303397e-06,
+      6.839333764219191e-06,
+      6.819440386607312e-06,
+      6.798892172810156e-06,
+      6.778365332138492e-06,
+      6.757722076145001e-06,
+      6.736372597515583e-06,
+      6.714667051710421e-06,
+      6.693043360428419e-06,
+      6.67103677187697e-06,
+      6.64880872136564e-06,
+      6.6261245592613705e-06,
+      6.603125257242937e-06,
+      6.579359705938259e-06,
+      6.555379968631314e-06,
+      6.531191957037663e-06,
+      6.506998943223152e-06,
+      6.481830041593639e-06,
+      6.456985829572659e-06,
+      6.432125246647047e-06,
+      6.407460659829667e-06,
+      6.382581887010019e-06,
+      6.357899565045955e-06,
+      6.332870270853164e-06,
+      6.308120191533817e-06,
+      6.283488801273052e-06,
+      6.259242127271136e-06,
+      6.234906322788447e-06,
+      6.211076652107295e-06,
+      6.187027793203015e-06,
+      6.16296620137291e-06,
+      6.139179731690092e-06
+    ],
+    "stabilities": [
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.6955759525299072,
+      1.0,
+      1.0,
+      0.9997689723968506,
+      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,
+      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,
+      0.9984103441238403,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9974585771560669,
+      1.0,
+      1.0,
+      0.9860624074935913,
+      1.0,
+      0.996191143989563,
+      1.0,
+      0.9898660182952881,
+      0.9846433997154236,
+      0.9914529919624329,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9898439049720764,
+      1.0,
+      0.9962978363037109,
+      1.0,
+      0.982725203037262,
+      0.9981992840766907,
+      0.9943304061889648,
+      0.989287257194519,
+      1.0,
+      1.0,
+      0.987456738948822,
+      1.0,
+      0.9949446320533752,
+      0.9880858659744263,
+      0.9738451838493347,
+      1.0,
+      0.9871631264686584,
+      1.0,
+      1.0,
+      1.0,
+      0.9979293942451477,
+      0.9989174604415894,
+      0.9740810990333557,
+      1.0,
+      0.9854752421379089,
+      0.9904850721359253,
+      0.9544170498847961,
+      0.9709887504577637,
+      0.9543699026107788,
+      0.9910552501678467,
+      0.9750725030899048,
+      0.9851239919662476,
+      0.999776303768158,
+      0.9888117909431458,
+      1.0,
+      0.9758453965187073,
+      0.9935528635978699,
+      0.9865584969520569,
+      1.0,
+      1.0,
+      1.0,
+      0.9894374012947083,
+      0.9928057789802551,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9808352589607239,
+      1.0,
+      0.9984269738197327,
+      1.0,
+      1.0,
+      1.0,
+      0.9898093342781067,
+      1.0,
+      0.9972805380821228,
+      1.0,
+      1.0,
+      0.9944944381713867,
+      1.0,
+      1.0,
+      1.0,
+      0.9836934208869934,
+      0.9915531873703003,
+      1.0,
+      0.9936231374740601,
+      1.0,
+      0.9879144430160522,
+      0.9753166437149048,
+      0.9974470138549805,
+      1.0,
+      0.9984451532363892,
+      0.9916573762893677,
+      0.9881099462509155,
+      0.9923941493034363,
+      0.9486387372016907,
+      0.9899915456771851,
+      0.9992691874504089,
+      0.9796440601348877,
+      1.0,
+      0.9844527244567871,
+      0.9927985072135925,
+      1.0,
+      0.991730272769928,
+      0.9947402477264404,
+      1.0,
+      0.9661687612533569,
+      0.9928646683692932,
+      0.9864253401756287,
+      0.9604694843292236,
+      0.9740132093429565,
+      0.9899048209190369,
+      1.0,
+      0.9689866900444031,
+      0.9805309772491455,
+      0.9983453750610352,
+      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,
+      0.9965840578079224,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9987033605575562,
+      1.0,
+      0.9940948486328125,
+      1.0,
+      0.9888278245925903,
+      1.0,
+      1.0,
+      0.9983811378479004
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_df_eval.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+0.0,0.0,-18.310373,84.033615,10000.0,119.0,625.0,,1689.0,0.0003,0.6310592
+606.25,303.125,-27.134007,100.0,20000.0,200.0,1250.0,,3564.0,0.0003,0.40356067
+478.26086,361.50363,-31.324581,106.38298,30000.0,282.0,1875.0,,5439.0,0.0003,0.26430398
+475.0,389.87772,-33.252495,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17456445
+476.59573,407.2213,-33.226665,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.115721695
+457.4074,415.58566,-32.024105,113.63636,60000.0,528.0,3750.0,,11064.0,0.0003,0.07690247
+509.0909,428.94354,-30.001074,114.94253,70000.0,609.0,4375.0,,12939.0,0.0003,0.051234957
+535.89746,442.3128,-28.139736,115.77424,80000.0,691.0,5000.0,,14814.0,0.0003,0.034245238
+535.2941,452.64407,-26.622774,116.4295,90000.0,773.0,5625.0,,16689.0,0.0003,0.022982748
+547.9167,462.17133,-24.811237,117.096016,100000.0,854.0,6250.0,,18564.0,0.0003,0.015521195
+590.0,473.7921,-22.664816,117.52137,110000.0,936.0,6875.0,,20439.0,0.0003,0.010616314
+610.0,485.1428,-20.875023,117.9941,120000.0,1017.0,7500.0,,22314.0,0.0003,0.007366126
+729.0,503.90103,-18.822332,118.39709,130000.0,1098.0,8125.0,,24189.0,0.0003,0.006737947
+843.0,528.1224,-17.762707,118.644066,140000.0,1180.0,8750.0,,26064.0,0.0003,0.006737947
+931.0,554.98083,-16.33881,118.95321,150000.0,1261.0,9375.0,,27939.0,0.0003,0.006737947
+1041.0,585.35706,-15.09375,119.13626,160000.0,1343.0,10000.0,,29814.0,0.0003,0.006737947
+1122.0,616.9243,-13.812887,119.29825,170000.0,1425.0,10625.0,,31689.0,0.0003,0.006737947
+1252.0,652.2063,-12.580003,119.442604,180000.0,1507.0,11250.0,,33564.0,0.0003,0.006737947
+1308.0,686.72174,-11.717095,119.49686,190000.0,1590.0,11875.0,,35439.0,0.0003,0.006737947
+1442.0,724.48566,-10.83806,119.617226,200000.0,1672.0,12500.0,,37314.0,0.0003,0.006737947
+1533.0,762.9863,-9.855843,119.72634,210000.0,1754.0,13125.0,,39189.0,0.0003,0.006737947
+1578.0,800.0324,-9.243545,119.89101,220000.0,1835.0,13750.0,,41064.0,0.0003,0.0068099513
+1671.0,837.9006,-8.268936,119.97913,230000.0,1917.0,14375.0,,42939.0,0.0003,0.00802072
+1730.0,875.07135,-8.0016575,120.12012,240000.0,1998.0,15000.0,,44814.0,0.0003,0.010970675
+1931.0,917.30853,-7.9062676,120.13455,250000.0,2081.0,15625.0,,46689.0,0.0003,0.0143140005
+2233.0,967.91205,-7.5976353,120.25902,260000.0,2162.0,16250.0,,48564.0,0.0003,0.016371299
+2514.0,1025.1746,-7.1390934,120.320854,270000.0,2244.0,16875.0,,50439.0,0.0003,0.01744519
+2860.0,1090.704,-7.5745153,120.43011,280000.0,2325.0,17500.0,,52314.0,0.0003,0.01651528
+3443.0,1171.8176,-7.3748236,120.43189,290000.0,2408.0,18125.0,,54189.0,0.0003,0.015725525
+3782.0,1258.8237,-7.6136045,120.43356,300000.0,2491.0,18750.0,,56064.0,0.0003,0.016747573
+4361.0,1358.8939,-7.839991,120.481926,310000.0,2573.0,19375.0,,57939.0,0.0003,0.017963396
+4808.0,1466.6786,-8.37872,120.57272,320000.0,2654.0,20000.0,,59814.0,0.0003,0.018891903
+5305.0,1582.9913,-8.097175,120.658134,330000.0,2735.0,20625.0,,61689.0,0.0003,0.020012291
+5919.0,1710.521,-8.341422,120.73864,340000.0,2816.0,21250.0,,63564.0,0.0003,0.021306163
+6484.0,1846.9061,-8.719339,120.77295,350000.0,2898.0,21875.0,,65439.0,0.0003,0.022417597
+6820.0,1985.0477,-8.832009,120.845924,360000.0,2979.0,22500.0,,67314.0,0.0003,0.024444746
+7137.0,2124.2898,-8.706286,120.875534,370000.0,3061.0,23125.0,,69189.0,0.0003,0.024765588
+7523.0,2266.361,-9.393583,120.94208,380000.0,3142.0,23750.0,,71064.0,0.0003,0.02466478
+8199.0,2418.48,-9.306499,120.96774,390000.0,3224.0,24375.0,,72939.0,0.0003,0.022806853
+8694.0,2575.368,-9.468431,121.02875,400000.0,3305.0,25000.0,,74814.0,0.0003,0.021043265
+9154.0,2735.8225,-9.850271,121.05108,410000.0,3387.0,25625.0,,76689.0,0.0003,0.021861752
+9787.0,2903.7075,-9.163436,121.07236,420000.0,3469.0,26250.0,,78564.0,0.0003,0.019915871
+10059.0,3070.1096,-9.655789,121.12676,430000.0,3550.0,26875.0,,80439.0,0.0003,0.019878048
+10414.0,3237.0164,-9.778406,121.17874,440000.0,3631.0,27500.0,,82314.0,0.0003,0.017355649
+11151.0,3412.8826,-9.604836,121.16317,450000.0,3714.0,28125.0,,84189.0,0.0003,0.017753929
+11448.0,3587.559,-9.545595,121.21212,460000.0,3795.0,28750.0,,86064.0,0.0003,0.016798979
+11655.0,3759.2068,-9.828914,121.196495,470000.0,3878.0,29375.0,,87939.0,0.0003,0.01636138
+12032.0,3931.5564,-9.322541,121.21212,480000.0,3960.0,30000.0,,89814.0,0.0003,0.016038949
+12290.0,4102.1367,-9.550658,121.25712,490000.0,4041.0,30625.0,,91689.0,0.0003,0.017157046
+12605.0,4272.194,-9.713582,121.30034,500000.0,4122.0,31250.0,,93564.0,0.0003,0.01588458
+12989.0,4443.112,-9.792799,121.313034,510000.0,4204.0,31875.0,,95439.0,0.0003,0.01555521
+13344.0,4614.2827,-9.477566,121.268654,520000.0,4288.0,32500.0,,97314.0,0.0003,0.015999647
+13390.0,4779.8623,-9.485622,121.30923,530000.0,4369.0,33125.0,,99189.0,0.0003,0.016186995
+13587.0,4942.957,-9.858192,121.32105,540000.0,4451.0,33750.0,,101064.0,0.0003,0.016009966
+13673.0,5101.685,-9.492786,121.30569,550000.0,4534.0,34375.0,,102939.0,0.0003,0.015480985
+13754.0,5256.191,-9.321544,121.343445,560000.0,4615.0,35000.0,,104814.0,0.0003,0.015919171
+13762.0,5405.4155,-9.797039,121.35406,570000.0,4697.0,35625.0,,106689.0,0.0003,0.015934628
+13785.0,5549.891,-9.1424055,121.3643,580000.0,4779.0,36250.0,,108564.0,0.0003,0.016002143
+13780.0,5689.385,-9.320543,121.37421,590000.0,4861.0,36875.0,,110439.0,0.0003,0.016486788
+13792.0,5824.428,-9.560089,121.38377,600000.0,4943.0,37500.0,,112314.0,0.0003,0.016649056
+13773.0,5954.7324,-9.054965,121.393036,610000.0,5025.0,38125.0,,114189.0,0.0003,0.016783677
+13661.0,6079.0273,-9.447822,121.42577,620000.0,5106.0,38750.0,,116064.0,0.0003,0.01741223
+13631.0,6198.9,-8.909693,121.43408,630000.0,5188.0,39375.0,,117939.0,0.0003,0.019088205
+13754.0,6316.948,-9.589543,121.44212,640000.0,5270.0,40000.0,,119814.0,0.0003,0.019344732
+13815.0,6432.3027,-9.075372,121.44993,650000.0,5352.0,40625.0,,121689.0,0.0003,0.019223271
+13597.0,6540.859,-9.353402,121.47984,660000.0,5433.0,41250.0,,123564.0,0.0003,0.019208867
+13581.0,6645.9355,-9.19419,121.486855,670000.0,5515.0,41875.0,,125439.0,0.0003,0.018694403
+13549.0,6747.451,-9.225302,121.49366,680000.0,5597.0,42500.0,,127314.0,0.0003,0.019439021
+13576.0,6846.4155,-9.573606,121.52166,690000.0,5678.0,43125.0,,129189.0,0.0003,0.020029562
+13415.0,6940.2524,-9.294,121.52778,700000.0,5760.0,43750.0,,131064.0,0.0003,0.021288548
+13361.0,7030.6855,-9.594675,121.55453,710000.0,5841.0,44375.0,,132939.0,0.0003,0.02160736
+13400.0,7119.149,-10.144264,121.56002,720000.0,5923.0,45000.0,,134814.0,0.0003,0.022030042
+13068.0,7200.6406,-9.944048,121.56536,730000.0,6005.0,45625.0,,136689.0,0.0003,0.022139156
+13016.0,7279.2266,-10.248304,121.61052,740000.0,6085.0,46250.0,,138564.0,0.0003,0.02152991
+12876.0,7353.85,-10.175896,121.59533,750000.0,6168.0,46875.0,,140439.0,0.0003,0.023493592
+12504.0,7421.615,-10.376069,121.6,760000.0,6250.0,47500.0,,142314.0,0.0003,0.023302767
+12384.0,7486.0615,-10.372004,121.604546,770000.0,6332.0,48125.0,,144189.0,0.0003,0.023493245
+12421.0,7549.33,-10.7982025,121.60898,780000.0,6414.0,48750.0,,146064.0,0.0003,0.024297595
+12248.0,7608.807,-10.813537,121.613304,790000.0,6496.0,49375.0,,147939.0,0.0003,0.025650341
+12203.0,7666.2344,-11.586225,121.636,800000.0,6577.0,50000.0,,149814.0,0.0003,0.026185412
+12011.0,7719.8735,-11.938082,121.639885,810000.0,6659.0,50625.0,,151689.0,0.0003,0.026519343
+11966.0,7771.6553,-12.012398,121.62563,820000.0,6742.0,51250.0,,153564.0,0.0003,0.027553232
+11885.0,7821.214,-12.121774,121.64737,830000.0,6823.0,51875.0,,155439.0,0.0003,0.02714141
+11495.0,7864.949,-12.46552,121.65098,840000.0,6905.0,52500.0,,157314.0,0.0003,0.027800376
+11354.0,7905.997,-12.522417,121.6545,850000.0,6987.0,53125.0,,159189.0,0.0003,0.029300641
+10714.0,7938.6484,-13.026691,121.65794,860000.0,7069.0,53750.0,,161064.0,0.0003,0.029606916
+10372.0,7966.6177,-13.431762,121.644295,870000.0,7152.0,54375.0,,162939.0,0.0003,0.029500198
+9800.0,7987.4517,-13.099288,121.64777,880000.0,7234.0,55000.0,,164814.0,0.0003,0.029878994
+9178.0,8000.8286,-13.375207,121.65118,890000.0,7316.0,55625.0,,166689.0,0.0003,0.030335145
+8815.0,8009.875,-13.4829645,121.6545,900000.0,7398.0,56250.0,,168564.0,0.0003,0.031024506
+8514.0,8015.415,-13.297624,121.67402,910000.0,7479.0,56875.0,,170439.0,0.0003,0.030511288
+8289.0,8018.3887,-14.337663,121.677025,920000.0,7561.0,57500.0,,172314.0,0.0003,0.030111235
+7768.0,8015.6963,-13.740704,121.69589,930000.0,7642.0,58125.0,,174189.0,0.0003,0.030579576
+7302.0,8008.1035,-14.066107,121.6986,940000.0,7724.0,58750.0,,176064.0,0.0003,0.03064465
+7148.0,7999.05,-14.573808,121.71685,950000.0,7805.0,59375.0,,177939.0,0.0003,0.030297365
+6803.0,7986.5913,-14.152164,121.719284,960000.0,7887.0,60000.0,,179814.0,0.0003,0.029903907
+6592.0,7972.214,-13.981231,121.736946,970000.0,7968.0,60625.0,,181689.0,0.0003,0.029644862
+6309.0,7955.242,-14.115396,121.73913,980000.0,8050.0,61250.0,,183564.0,0.0003,0.029264351
+6213.0,7937.644,-13.611499,121.75624,990000.0,8131.0,61875.0,,185439.0,0.0003,0.028796881
+6229.0,7920.5576,-13.154386,121.77302,1000000.0,8212.0,62500.0,,187314.0,0.0003,0.02788643
+6168.0,7982.2373,-13.802815,121.78946,1010000.0,8293.0,63125.0,,189189.0,0.0003,0.027738849
+6302.0,8039.195,-14.046716,121.791046,1020000.0,8375.0,63750.0,,191064.0,0.0003,0.027688565
+6429.0,8098.7026,-13.672622,121.792595,1030000.0,8457.0,64375.0,,192939.0,0.0003,0.027831653
+6501.0,8158.9624,-13.366753,121.79412,1040000.0,8539.0,65000.0,,194814.0,0.0003,0.027511995
+6522.0,8219.416,-13.022217,121.795616,1050000.0,8621.0,65625.0,,196689.0,0.0003,0.027770963
+6731.0,8282.152,-13.300418,121.79708,1060000.0,8703.0,66250.0,,198564.0,0.0003,0.028365897
+6965.0,8346.711,-13.137832,121.79852,1070000.0,8785.0,66875.0,,200439.0,0.0003,0.027183335
+7001.0,8411.362,-13.335429,121.81367,1080000.0,8866.0,67500.0,,202314.0,0.0003,0.027659897
+7330.0,8479.31,-13.374958,121.828545,1090000.0,8947.0,68125.0,,204189.0,0.0003,0.027227307
+7441.0,8548.24,-13.168201,121.82966,1100000.0,9029.0,68750.0,,206064.0,0.0003,0.026856778
+7829.0,8620.63,-12.804035,121.844124,1110000.0,9110.0,69375.0,,207939.0,0.0003,0.026673883
+7905.0,8693.58,-13.095895,121.845085,1120000.0,9192.0,70000.0,,209814.0,0.0003,0.025850592
+8008.0,8766.37,-12.604793,121.87231,1130000.0,9272.0,70625.0,,211689.0,0.0003,0.025855986
+8106.0,8839.0,-13.13456,121.886024,1140000.0,9353.0,71250.0,,213564.0,0.0003,0.026276112
+8114.0,8910.83,-12.936219,121.88659,1150000.0,9435.0,71875.0,,215439.0,0.0003,0.026110657
+8230.0,8982.72,-12.783933,121.887146,1160000.0,9517.0,72500.0,,217314.0,0.0003,0.025809862
+8226.0,9053.76,-13.0204315,121.887695,1170000.0,9599.0,73125.0,,219189.0,0.0003,0.025704985
+8251.0,9123.75,-12.799792,121.88824,1180000.0,9681.0,73750.0,,221064.0,0.0003,0.02601068
+8392.0,9194.59,-13.293867,121.88876,1190000.0,9763.0,74375.0,,222939.0,0.0003,0.025968585
+8405.0,9264.22,-12.505558,121.88928,1200000.0,9845.0,75000.0,,224814.0,0.0003,0.026171388
+8322.0,9332.11,-12.942773,121.90208,1210000.0,9926.0,75625.0,,226689.0,0.0003,0.02597411
+8162.0,9397.95,-12.680812,121.90248,1220000.0,10008.0,76250.0,,228564.0,0.0003,0.026341578
+8342.0,9464.66,-12.645446,121.914955,1230000.0,10089.0,76875.0,,230439.0,0.0003,0.025719514
+8260.0,9529.96,-13.345328,121.91525,1240000.0,10171.0,77500.0,,232314.0,0.0003,0.025661027
+8105.0,9591.7,-12.675268,121.915535,1250000.0,10253.0,78125.0,,234189.0,0.0003,0.025743028
+7923.0,9648.6,-12.713036,121.92762,1260000.0,10334.0,78750.0,,236064.0,0.0003,0.02591369
+7868.0,9702.14,-12.872044,121.9278,1270000.0,10416.0,79375.0,,237939.0,0.0003,0.025980154
+7742.0,9750.96,-12.670576,121.9396,1280000.0,10497.0,80000.0,,239814.0,0.0003,0.02630761
+7707.0,9793.6,-12.672817,121.93969,1290000.0,10579.0,80625.0,,241689.0,0.0003,0.026647603
+7802.0,9833.8,-12.582513,121.93978,1300000.0,10661.0,81250.0,,243564.0,0.0003,0.026284024
+7987.0,9870.06,-12.708796,121.95122,1310000.0,10742.0,81875.0,,245439.0,0.0003,0.025984721
+8118.0,9903.16,-12.701593,121.96249,1320000.0,10823.0,82500.0,,247314.0,0.0003,0.026753623
+8129.0,9931.4,-13.005775,121.98477,1330000.0,10903.0,83125.0,,249189.0,0.0003,0.02667158
+8089.0,9953.1,-12.9159155,121.99563,1340000.0,10984.0,83750.0,,251064.0,0.0003,0.026016062
+8212.0,9970.38,-12.912169,121.9953,1350000.0,11066.0,84375.0,,252939.0,0.0003,0.02651739
+8115.0,9983.33,-12.953355,121.99498,1360000.0,11148.0,85000.0,,254814.0,0.0003,0.026500262
+8049.0,9992.45,-12.758408,121.99466,1370000.0,11230.0,85625.0,,256689.0,0.0003,0.027751638
+7956.0,9996.78,-12.845826,122.00513,1380000.0,11311.0,86250.0,,258564.0,0.0003,0.027097933
+7963.0,9994.42,-12.760113,122.00474,1390000.0,11393.0,86875.0,,260439.0,0.0003,0.026671998
+7827.0,9985.75,-12.654978,122.01499,1400000.0,11474.0,87500.0,,262314.0,0.0003,0.027826093
+7695.0,9971.16,-12.868195,122.00398,1410000.0,11557.0,88125.0,,264189.0,0.0003,0.026911285
+7781.0,9951.1,-12.782631,122.00361,1420000.0,11639.0,88750.0,,266064.0,0.0003,0.027038233
+7779.0,9928.3,-13.369955,121.992836,1430000.0,11722.0,89375.0,,267939.0,0.0003,0.026565894
+7852.0,9902.68,-12.975248,121.992546,1440000.0,11804.0,90000.0,,269814.0,0.0003,0.026921628
+7751.0,9868.68,-13.058689,121.992256,1450000.0,11886.0,90625.0,,271689.0,0.0003,0.026609262
+7698.0,9831.18,-12.952311,121.99198,1460000.0,11968.0,91250.0,,273564.0,0.0003,0.026021352
+7540.0,9790.03,-12.787845,122.00182,1470000.0,12049.0,91875.0,,275439.0,0.0003,0.025952352
+7423.0,9743.94,-12.896789,121.991425,1480000.0,12132.0,92500.0,,277314.0,0.0003,0.025694385
+7295.0,9693.99,-12.739104,122.001144,1490000.0,12213.0,93125.0,,279189.0,0.0003,0.025998458
+7339.0,9641.33,-13.0054,122.00082,1500000.0,12295.0,93750.0,,281064.0,0.0003,0.026109101
+7341.0,9584.85,-12.43165,122.00049,1510000.0,12377.0,94375.0,,282939.0,0.0003,0.026833128
+7399.0,9525.4,-12.170662,122.00016,1520000.0,12459.0,95000.0,,284814.0,0.0003,0.02672719
+7271.0,9464.21,-12.542522,122.00957,1530000.0,12540.0,95625.0,,286689.0,0.0003,0.026789814
+7323.0,9401.57,-12.928366,122.00919,1540000.0,12622.0,96250.0,,288564.0,0.0003,0.0262241
+7266.0,9337.5,-12.868012,122.01842,1550000.0,12703.0,96875.0,,290439.0,0.0003,0.02617374
+7564.0,9275.6,-12.861204,122.01799,1560000.0,12785.0,97500.0,,292314.0,0.0003,0.026040029
+7686.0,9214.84,-12.581596,122.01756,1570000.0,12867.0,98125.0,,294189.0,0.0003,0.026427235
+7681.0,9153.8,-13.01297,122.01714,1580000.0,12949.0,98750.0,,296064.0,0.0003,0.025916284
+7749.0,9093.49,-12.601204,122.03546,1590000.0,13029.0,99375.0,,297939.0,0.0003,0.025767928
+7925.0,9034.82,-12.522416,122.04424,1600000.0,13110.0,100000.0,,299814.0,0.0003,0.025806691
+7968.0,8976.77,-12.841215,122.05292,1610000.0,13191.0,100625.0,,301689.0,0.0003,0.0261003
+8061.0,8920.77,-12.443936,122.052284,1620000.0,13273.0,101250.0,,303564.0,0.0003,0.025396314
+8267.0,8867.13,-12.971288,122.05167,1630000.0,13355.0,101875.0,,305439.0,0.0003,0.025524309
+8245.0,8812.04,-12.407245,122.051056,1640000.0,13437.0,102500.0,,307314.0,0.0003,0.026247766
+8301.0,8756.9,-12.309464,122.068504,1650000.0,13517.0,103125.0,,309189.0,0.0003,0.025199855
+8396.0,8704.89,-12.672902,122.076775,1660000.0,13598.0,103750.0,,311064.0,0.0003,0.02488003
+8565.0,8654.73,-12.567077,122.084946,1670000.0,13679.0,104375.0,,312939.0,0.0003,0.025558552
+8673.0,8605.97,-12.702754,122.093025,1680000.0,13760.0,105000.0,,314814.0,0.0003,0.024735104
+8678.0,8556.99,-12.342014,122.08337,1690000.0,13843.0,105625.0,,316689.0,0.0003,0.024982745
+8899.0,8511.83,-12.2361355,122.091354,1700000.0,13924.0,106250.0,,318564.0,0.0003,0.025022546
+8875.0,8466.97,-12.299793,122.08182,1710000.0,14007.0,106875.0,,320439.0,0.0003,0.023941562
+9060.0,8423.57,-11.942169,122.09839,1720000.0,14087.0,107500.0,,322314.0,0.0003,0.023501122
+9141.0,8384.3,-12.455489,122.106155,1730000.0,14168.0,108125.0,,324189.0,0.0003,0.02396841
+9408.0,8348.22,-12.206201,122.10526,1740000.0,14250.0,108750.0,,326064.0,0.0003,0.024375938
+9406.0,8313.52,-12.490256,122.104385,1750000.0,14332.0,109375.0,,327939.0,0.0003,0.024455993
+9474.0,8283.22,-12.406574,122.111984,1760000.0,14413.0,110000.0,,329814.0,0.0003,0.024819551
+9526.0,8254.64,-12.235384,122.1195,1770000.0,14494.0,110625.0,,331689.0,0.0003,0.02544505
+9826.0,8228.69,-12.313263,122.11855,1780000.0,14576.0,111250.0,,333564.0,0.0003,0.025024647
+10000.0,8206.21,-12.471185,122.10928,1790000.0,14659.0,111875.0,,335439.0,0.0003,0.024978813
+10022.0,8184.4,-12.175839,122.108406,1800000.0,14741.0,112500.0,,337314.0,0.0003,0.025182685
+10029.0,8164.58,-12.281243,122.115776,1810000.0,14822.0,113125.0,,339189.0,0.0003,0.024862556
+9862.0,8143.54,-12.351771,122.11487,1820000.0,14904.0,113750.0,,341064.0,0.0003,0.02464204
+9864.0,8123.33,-12.116837,122.12212,1830000.0,14985.0,114375.0,,342939.0,0.0003,0.024533529
+9940.0,8107.78,-12.432113,122.129295,1840000.0,15066.0,115000.0,,344814.0,0.0003,0.0245661
+9995.0,8094.19,-12.104248,122.128334,1850000.0,15148.0,115625.0,,346689.0,0.0003,0.024771778
+9875.0,8085.8,-12.192862,122.1354,1860000.0,15229.0,116250.0,,348564.0,0.0003,0.024745509
+9886.0,8080.94,-11.989931,122.14239,1870000.0,15310.0,116875.0,,350439.0,0.0003,0.024793245
+9773.0,8080.67,-12.18314,122.14931,1880000.0,15391.0,117500.0,,352314.0,0.0003,0.024743037
+9550.0,8084.39,-12.261015,122.14826,1890000.0,15473.0,118125.0,,354189.0,0.0003,0.02355189
+9624.0,8092.48,-12.255072,122.155075,1900000.0,15554.0,118750.0,,356064.0,0.0003,0.024761828
+9545.0,8102.79,-12.21145,122.15401,1910000.0,15636.0,119375.0,,357939.0,0.0003,0.025069464
+9660.0,8116.5,-12.008716,122.15295,1920000.0,15718.0,120000.0,,359814.0,0.0003,0.02482286
+9469.0,8133.51,-12.515397,122.144165,1930000.0,15801.0,120625.0,,361689.0,0.0003,0.02519925
+9378.0,8154.27,-12.361503,122.158554,1940000.0,15881.0,121250.0,,363564.0,0.0003,0.024846438
+9265.0,8175.44,-12.404933,122.165146,1950000.0,15962.0,121875.0,,365439.0,0.0003,0.025605993
+9235.0,8199.76,-12.099337,122.17166,1960000.0,16043.0,122500.0,,367314.0,0.0003,0.024947407
+8975.0,8223.59,-12.260191,122.17054,1970000.0,16125.0,123125.0,,369189.0,0.0003,0.0249626
+8944.0,8249.94,-11.9632015,122.16943,1980000.0,16207.0,123750.0,,371064.0,0.0003,0.024466855
+9177.0,8279.58,-12.223535,122.19084,1990000.0,16286.0,124375.0,,372939.0,0.0003,0.024509758
+9215.0,8309.44,-12.361426,122.24939,2000000.0,16360.0,125000.0,,374814.0,0.0003,0.026049752

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_df_train.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+0.0,0.0,-18.310373,84.033615,10000.0,119.0,625.0,,1689.0,0.0003,0.6310592
+606.25,303.125,-27.134007,100.0,20000.0,200.0,1250.0,,3564.0,0.0003,0.40356067
+478.26086,361.50363,-31.324581,106.38298,30000.0,282.0,1875.0,,5439.0,0.0003,0.26430398
+475.0,389.87772,-33.252495,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17456445
+476.59573,407.2213,-33.226665,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.115721695
+457.4074,415.58566,-32.024105,113.63636,60000.0,528.0,3750.0,,11064.0,0.0003,0.07690247
+509.0909,428.94354,-30.001074,114.94253,70000.0,609.0,4375.0,,12939.0,0.0003,0.051234957
+535.89746,442.3128,-28.139736,115.77424,80000.0,691.0,5000.0,,14814.0,0.0003,0.034245238
+535.2941,452.64407,-26.622774,116.4295,90000.0,773.0,5625.0,,16689.0,0.0003,0.022982748
+547.9167,462.17133,-24.811237,117.096016,100000.0,854.0,6250.0,,18564.0,0.0003,0.015521195
+590.0,473.7921,-22.664816,117.52137,110000.0,936.0,6875.0,,20439.0,0.0003,0.010616314
+610.0,485.1428,-20.875023,117.9941,120000.0,1017.0,7500.0,,22314.0,0.0003,0.007366126
+729.0,503.90103,-18.822332,118.39709,130000.0,1098.0,8125.0,,24189.0,0.0003,0.006737947
+843.0,528.1224,-17.762707,118.644066,140000.0,1180.0,8750.0,,26064.0,0.0003,0.006737947
+931.0,554.98083,-16.33881,118.95321,150000.0,1261.0,9375.0,,27939.0,0.0003,0.006737947
+1041.0,585.35706,-15.09375,119.13626,160000.0,1343.0,10000.0,,29814.0,0.0003,0.006737947
+1122.0,616.9243,-13.812887,119.29825,170000.0,1425.0,10625.0,,31689.0,0.0003,0.006737947
+1252.0,652.2063,-12.580003,119.442604,180000.0,1507.0,11250.0,,33564.0,0.0003,0.006737947
+1308.0,686.72174,-11.717095,119.49686,190000.0,1590.0,11875.0,,35439.0,0.0003,0.006737947
+1442.0,724.48566,-10.83806,119.617226,200000.0,1672.0,12500.0,,37314.0,0.0003,0.006737947
+1533.0,762.9863,-9.855843,119.72634,210000.0,1754.0,13125.0,,39189.0,0.0003,0.006737947
+1578.0,800.0324,-9.243545,119.89101,220000.0,1835.0,13750.0,,41064.0,0.0003,0.0068099513
+1671.0,837.9006,-8.268936,119.97913,230000.0,1917.0,14375.0,,42939.0,0.0003,0.00802072
+1730.0,875.07135,-8.0016575,120.12012,240000.0,1998.0,15000.0,,44814.0,0.0003,0.010970675
+1931.0,917.30853,-7.9062676,120.13455,250000.0,2081.0,15625.0,,46689.0,0.0003,0.0143140005
+2233.0,967.91205,-7.5976353,120.25902,260000.0,2162.0,16250.0,,48564.0,0.0003,0.016371299
+2514.0,1025.1746,-7.1390934,120.320854,270000.0,2244.0,16875.0,,50439.0,0.0003,0.01744519
+2860.0,1090.704,-7.5745153,120.43011,280000.0,2325.0,17500.0,,52314.0,0.0003,0.01651528
+3443.0,1171.8176,-7.3748236,120.43189,290000.0,2408.0,18125.0,,54189.0,0.0003,0.015725525
+3782.0,1258.8237,-7.6136045,120.43356,300000.0,2491.0,18750.0,,56064.0,0.0003,0.016747573
+4361.0,1358.8939,-7.839991,120.481926,310000.0,2573.0,19375.0,,57939.0,0.0003,0.017963396
+4808.0,1466.6786,-8.37872,120.57272,320000.0,2654.0,20000.0,,59814.0,0.0003,0.018891903
+5305.0,1582.9913,-8.097175,120.658134,330000.0,2735.0,20625.0,,61689.0,0.0003,0.020012291
+5919.0,1710.521,-8.341422,120.73864,340000.0,2816.0,21250.0,,63564.0,0.0003,0.021306163
+6484.0,1846.9061,-8.719339,120.77295,350000.0,2898.0,21875.0,,65439.0,0.0003,0.022417597
+6820.0,1985.0477,-8.832009,120.845924,360000.0,2979.0,22500.0,,67314.0,0.0003,0.024444746
+7137.0,2124.2898,-8.706286,120.875534,370000.0,3061.0,23125.0,,69189.0,0.0003,0.024765588
+7523.0,2266.361,-9.393583,120.94208,380000.0,3142.0,23750.0,,71064.0,0.0003,0.02466478
+8199.0,2418.48,-9.306499,120.96774,390000.0,3224.0,24375.0,,72939.0,0.0003,0.022806853
+8694.0,2575.368,-9.468431,121.02875,400000.0,3305.0,25000.0,,74814.0,0.0003,0.021043265
+9154.0,2735.8225,-9.850271,121.05108,410000.0,3387.0,25625.0,,76689.0,0.0003,0.021861752
+9787.0,2903.7075,-9.163436,121.07236,420000.0,3469.0,26250.0,,78564.0,0.0003,0.019915871
+10059.0,3070.1096,-9.655789,121.12676,430000.0,3550.0,26875.0,,80439.0,0.0003,0.019878048
+10414.0,3237.0164,-9.778406,121.17874,440000.0,3631.0,27500.0,,82314.0,0.0003,0.017355649
+11151.0,3412.8826,-9.604836,121.16317,450000.0,3714.0,28125.0,,84189.0,0.0003,0.017753929
+11448.0,3587.559,-9.545595,121.21212,460000.0,3795.0,28750.0,,86064.0,0.0003,0.016798979
+11655.0,3759.2068,-9.828914,121.196495,470000.0,3878.0,29375.0,,87939.0,0.0003,0.01636138
+12032.0,3931.5564,-9.322541,121.21212,480000.0,3960.0,30000.0,,89814.0,0.0003,0.016038949
+12290.0,4102.1367,-9.550658,121.25712,490000.0,4041.0,30625.0,,91689.0,0.0003,0.017157046
+12605.0,4272.194,-9.713582,121.30034,500000.0,4122.0,31250.0,,93564.0,0.0003,0.01588458
+12989.0,4443.112,-9.792799,121.313034,510000.0,4204.0,31875.0,,95439.0,0.0003,0.01555521
+13344.0,4614.2827,-9.477566,121.268654,520000.0,4288.0,32500.0,,97314.0,0.0003,0.015999647
+13390.0,4779.8623,-9.485622,121.30923,530000.0,4369.0,33125.0,,99189.0,0.0003,0.016186995
+13587.0,4942.957,-9.858192,121.32105,540000.0,4451.0,33750.0,,101064.0,0.0003,0.016009966
+13673.0,5101.685,-9.492786,121.30569,550000.0,4534.0,34375.0,,102939.0,0.0003,0.015480985
+13754.0,5256.191,-9.321544,121.343445,560000.0,4615.0,35000.0,,104814.0,0.0003,0.015919171
+13762.0,5405.4155,-9.797039,121.35406,570000.0,4697.0,35625.0,,106689.0,0.0003,0.015934628
+13785.0,5549.891,-9.1424055,121.3643,580000.0,4779.0,36250.0,,108564.0,0.0003,0.016002143
+13780.0,5689.385,-9.320543,121.37421,590000.0,4861.0,36875.0,,110439.0,0.0003,0.016486788
+13792.0,5824.428,-9.560089,121.38377,600000.0,4943.0,37500.0,,112314.0,0.0003,0.016649056
+13773.0,5954.7324,-9.054965,121.393036,610000.0,5025.0,38125.0,,114189.0,0.0003,0.016783677
+13661.0,6079.0273,-9.447822,121.42577,620000.0,5106.0,38750.0,,116064.0,0.0003,0.01741223
+13631.0,6198.9,-8.909693,121.43408,630000.0,5188.0,39375.0,,117939.0,0.0003,0.019088205
+13754.0,6316.948,-9.589543,121.44212,640000.0,5270.0,40000.0,,119814.0,0.0003,0.019344732
+13815.0,6432.3027,-9.075372,121.44993,650000.0,5352.0,40625.0,,121689.0,0.0003,0.019223271
+13597.0,6540.859,-9.353402,121.47984,660000.0,5433.0,41250.0,,123564.0,0.0003,0.019208867
+13581.0,6645.9355,-9.19419,121.486855,670000.0,5515.0,41875.0,,125439.0,0.0003,0.018694403
+13549.0,6747.451,-9.225302,121.49366,680000.0,5597.0,42500.0,,127314.0,0.0003,0.019439021
+13576.0,6846.4155,-9.573606,121.52166,690000.0,5678.0,43125.0,,129189.0,0.0003,0.020029562
+13415.0,6940.2524,-9.294,121.52778,700000.0,5760.0,43750.0,,131064.0,0.0003,0.021288548
+13361.0,7030.6855,-9.594675,121.55453,710000.0,5841.0,44375.0,,132939.0,0.0003,0.02160736
+13400.0,7119.149,-10.144264,121.56002,720000.0,5923.0,45000.0,,134814.0,0.0003,0.022030042
+13068.0,7200.6406,-9.944048,121.56536,730000.0,6005.0,45625.0,,136689.0,0.0003,0.022139156
+13016.0,7279.2266,-10.248304,121.61052,740000.0,6085.0,46250.0,,138564.0,0.0003,0.02152991
+12876.0,7353.85,-10.175896,121.59533,750000.0,6168.0,46875.0,,140439.0,0.0003,0.023493592
+12504.0,7421.615,-10.376069,121.6,760000.0,6250.0,47500.0,,142314.0,0.0003,0.023302767
+12384.0,7486.0615,-10.372004,121.604546,770000.0,6332.0,48125.0,,144189.0,0.0003,0.023493245
+12421.0,7549.33,-10.7982025,121.60898,780000.0,6414.0,48750.0,,146064.0,0.0003,0.024297595
+12248.0,7608.807,-10.813537,121.613304,790000.0,6496.0,49375.0,,147939.0,0.0003,0.025650341
+12203.0,7666.2344,-11.586225,121.636,800000.0,6577.0,50000.0,,149814.0,0.0003,0.026185412
+12011.0,7719.8735,-11.938082,121.639885,810000.0,6659.0,50625.0,,151689.0,0.0003,0.026519343
+11966.0,7771.6553,-12.012398,121.62563,820000.0,6742.0,51250.0,,153564.0,0.0003,0.027553232
+11885.0,7821.214,-12.121774,121.64737,830000.0,6823.0,51875.0,,155439.0,0.0003,0.02714141
+11495.0,7864.949,-12.46552,121.65098,840000.0,6905.0,52500.0,,157314.0,0.0003,0.027800376
+11354.0,7905.997,-12.522417,121.6545,850000.0,6987.0,53125.0,,159189.0,0.0003,0.029300641
+10714.0,7938.6484,-13.026691,121.65794,860000.0,7069.0,53750.0,,161064.0,0.0003,0.029606916
+10372.0,7966.6177,-13.431762,121.644295,870000.0,7152.0,54375.0,,162939.0,0.0003,0.029500198
+9800.0,7987.4517,-13.099288,121.64777,880000.0,7234.0,55000.0,,164814.0,0.0003,0.029878994
+9178.0,8000.8286,-13.375207,121.65118,890000.0,7316.0,55625.0,,166689.0,0.0003,0.030335145
+8815.0,8009.875,-13.4829645,121.6545,900000.0,7398.0,56250.0,,168564.0,0.0003,0.031024506
+8514.0,8015.415,-13.297624,121.67402,910000.0,7479.0,56875.0,,170439.0,0.0003,0.030511288
+8289.0,8018.3887,-14.337663,121.677025,920000.0,7561.0,57500.0,,172314.0,0.0003,0.030111235
+7768.0,8015.6963,-13.740704,121.69589,930000.0,7642.0,58125.0,,174189.0,0.0003,0.030579576
+7302.0,8008.1035,-14.066107,121.6986,940000.0,7724.0,58750.0,,176064.0,0.0003,0.03064465
+7148.0,7999.05,-14.573808,121.71685,950000.0,7805.0,59375.0,,177939.0,0.0003,0.030297365
+6803.0,7986.5913,-14.152164,121.719284,960000.0,7887.0,60000.0,,179814.0,0.0003,0.029903907
+6592.0,7972.214,-13.981231,121.736946,970000.0,7968.0,60625.0,,181689.0,0.0003,0.029644862
+6309.0,7955.242,-14.115396,121.73913,980000.0,8050.0,61250.0,,183564.0,0.0003,0.029264351
+6213.0,7937.644,-13.611499,121.75624,990000.0,8131.0,61875.0,,185439.0,0.0003,0.028796881
+6229.0,7920.5576,-13.154386,121.77302,1000000.0,8212.0,62500.0,,187314.0,0.0003,0.02788643
+6168.0,7982.2373,-13.802815,121.78946,1010000.0,8293.0,63125.0,,189189.0,0.0003,0.027738849
+6302.0,8039.195,-14.046716,121.791046,1020000.0,8375.0,63750.0,,191064.0,0.0003,0.027688565
+6429.0,8098.7026,-13.672622,121.792595,1030000.0,8457.0,64375.0,,192939.0,0.0003,0.027831653
+6501.0,8158.9624,-13.366753,121.79412,1040000.0,8539.0,65000.0,,194814.0,0.0003,0.027511995
+6522.0,8219.416,-13.022217,121.795616,1050000.0,8621.0,65625.0,,196689.0,0.0003,0.027770963
+6731.0,8282.152,-13.300418,121.79708,1060000.0,8703.0,66250.0,,198564.0,0.0003,0.028365897
+6965.0,8346.711,-13.137832,121.79852,1070000.0,8785.0,66875.0,,200439.0,0.0003,0.027183335
+7001.0,8411.362,-13.335429,121.81367,1080000.0,8866.0,67500.0,,202314.0,0.0003,0.027659897
+7330.0,8479.31,-13.374958,121.828545,1090000.0,8947.0,68125.0,,204189.0,0.0003,0.027227307
+7441.0,8548.24,-13.168201,121.82966,1100000.0,9029.0,68750.0,,206064.0,0.0003,0.026856778
+7829.0,8620.63,-12.804035,121.844124,1110000.0,9110.0,69375.0,,207939.0,0.0003,0.026673883
+7905.0,8693.58,-13.095895,121.845085,1120000.0,9192.0,70000.0,,209814.0,0.0003,0.025850592
+8008.0,8766.37,-12.604793,121.87231,1130000.0,9272.0,70625.0,,211689.0,0.0003,0.025855986
+8106.0,8839.0,-13.13456,121.886024,1140000.0,9353.0,71250.0,,213564.0,0.0003,0.026276112
+8114.0,8910.83,-12.936219,121.88659,1150000.0,9435.0,71875.0,,215439.0,0.0003,0.026110657
+8230.0,8982.72,-12.783933,121.887146,1160000.0,9517.0,72500.0,,217314.0,0.0003,0.025809862
+8226.0,9053.76,-13.0204315,121.887695,1170000.0,9599.0,73125.0,,219189.0,0.0003,0.025704985
+8251.0,9123.75,-12.799792,121.88824,1180000.0,9681.0,73750.0,,221064.0,0.0003,0.02601068
+8392.0,9194.59,-13.293867,121.88876,1190000.0,9763.0,74375.0,,222939.0,0.0003,0.025968585
+8405.0,9264.22,-12.505558,121.88928,1200000.0,9845.0,75000.0,,224814.0,0.0003,0.026171388
+8322.0,9332.11,-12.942773,121.90208,1210000.0,9926.0,75625.0,,226689.0,0.0003,0.02597411
+8162.0,9397.95,-12.680812,121.90248,1220000.0,10008.0,76250.0,,228564.0,0.0003,0.026341578
+8342.0,9464.66,-12.645446,121.914955,1230000.0,10089.0,76875.0,,230439.0,0.0003,0.025719514
+8260.0,9529.96,-13.345328,121.91525,1240000.0,10171.0,77500.0,,232314.0,0.0003,0.025661027
+8105.0,9591.7,-12.675268,121.915535,1250000.0,10253.0,78125.0,,234189.0,0.0003,0.025743028
+7923.0,9648.6,-12.713036,121.92762,1260000.0,10334.0,78750.0,,236064.0,0.0003,0.02591369
+7868.0,9702.14,-12.872044,121.9278,1270000.0,10416.0,79375.0,,237939.0,0.0003,0.025980154
+7742.0,9750.96,-12.670576,121.9396,1280000.0,10497.0,80000.0,,239814.0,0.0003,0.02630761
+7707.0,9793.6,-12.672817,121.93969,1290000.0,10579.0,80625.0,,241689.0,0.0003,0.026647603
+7802.0,9833.8,-12.582513,121.93978,1300000.0,10661.0,81250.0,,243564.0,0.0003,0.026284024
+7987.0,9870.06,-12.708796,121.95122,1310000.0,10742.0,81875.0,,245439.0,0.0003,0.025984721
+8118.0,9903.16,-12.701593,121.96249,1320000.0,10823.0,82500.0,,247314.0,0.0003,0.026753623
+8129.0,9931.4,-13.005775,121.98477,1330000.0,10903.0,83125.0,,249189.0,0.0003,0.02667158
+8089.0,9953.1,-12.9159155,121.99563,1340000.0,10984.0,83750.0,,251064.0,0.0003,0.026016062
+8212.0,9970.38,-12.912169,121.9953,1350000.0,11066.0,84375.0,,252939.0,0.0003,0.02651739
+8115.0,9983.33,-12.953355,121.99498,1360000.0,11148.0,85000.0,,254814.0,0.0003,0.026500262
+8049.0,9992.45,-12.758408,121.99466,1370000.0,11230.0,85625.0,,256689.0,0.0003,0.027751638
+7956.0,9996.78,-12.845826,122.00513,1380000.0,11311.0,86250.0,,258564.0,0.0003,0.027097933
+7963.0,9994.42,-12.760113,122.00474,1390000.0,11393.0,86875.0,,260439.0,0.0003,0.026671998
+7827.0,9985.75,-12.654978,122.01499,1400000.0,11474.0,87500.0,,262314.0,0.0003,0.027826093
+7695.0,9971.16,-12.868195,122.00398,1410000.0,11557.0,88125.0,,264189.0,0.0003,0.026911285
+7781.0,9951.1,-12.782631,122.00361,1420000.0,11639.0,88750.0,,266064.0,0.0003,0.027038233
+7779.0,9928.3,-13.369955,121.992836,1430000.0,11722.0,89375.0,,267939.0,0.0003,0.026565894
+7852.0,9902.68,-12.975248,121.992546,1440000.0,11804.0,90000.0,,269814.0,0.0003,0.026921628
+7751.0,9868.68,-13.058689,121.992256,1450000.0,11886.0,90625.0,,271689.0,0.0003,0.026609262
+7698.0,9831.18,-12.952311,121.99198,1460000.0,11968.0,91250.0,,273564.0,0.0003,0.026021352
+7540.0,9790.03,-12.787845,122.00182,1470000.0,12049.0,91875.0,,275439.0,0.0003,0.025952352
+7423.0,9743.94,-12.896789,121.991425,1480000.0,12132.0,92500.0,,277314.0,0.0003,0.025694385
+7295.0,9693.99,-12.739104,122.001144,1490000.0,12213.0,93125.0,,279189.0,0.0003,0.025998458
+7339.0,9641.33,-13.0054,122.00082,1500000.0,12295.0,93750.0,,281064.0,0.0003,0.026109101
+7341.0,9584.85,-12.43165,122.00049,1510000.0,12377.0,94375.0,,282939.0,0.0003,0.026833128
+7399.0,9525.4,-12.170662,122.00016,1520000.0,12459.0,95000.0,,284814.0,0.0003,0.02672719
+7271.0,9464.21,-12.542522,122.00957,1530000.0,12540.0,95625.0,,286689.0,0.0003,0.026789814
+7323.0,9401.57,-12.928366,122.00919,1540000.0,12622.0,96250.0,,288564.0,0.0003,0.0262241
+7266.0,9337.5,-12.868012,122.01842,1550000.0,12703.0,96875.0,,290439.0,0.0003,0.02617374
+7564.0,9275.6,-12.861204,122.01799,1560000.0,12785.0,97500.0,,292314.0,0.0003,0.026040029
+7686.0,9214.84,-12.581596,122.01756,1570000.0,12867.0,98125.0,,294189.0,0.0003,0.026427235
+7681.0,9153.8,-13.01297,122.01714,1580000.0,12949.0,98750.0,,296064.0,0.0003,0.025916284
+7749.0,9093.49,-12.601204,122.03546,1590000.0,13029.0,99375.0,,297939.0,0.0003,0.025767928
+7925.0,9034.82,-12.522416,122.04424,1600000.0,13110.0,100000.0,,299814.0,0.0003,0.025806691
+7968.0,8976.77,-12.841215,122.05292,1610000.0,13191.0,100625.0,,301689.0,0.0003,0.0261003
+8061.0,8920.77,-12.443936,122.052284,1620000.0,13273.0,101250.0,,303564.0,0.0003,0.025396314
+8267.0,8867.13,-12.971288,122.05167,1630000.0,13355.0,101875.0,,305439.0,0.0003,0.025524309
+8245.0,8812.04,-12.407245,122.051056,1640000.0,13437.0,102500.0,,307314.0,0.0003,0.026247766
+8301.0,8756.9,-12.309464,122.068504,1650000.0,13517.0,103125.0,,309189.0,0.0003,0.025199855
+8396.0,8704.89,-12.672902,122.076775,1660000.0,13598.0,103750.0,,311064.0,0.0003,0.02488003
+8565.0,8654.73,-12.567077,122.084946,1670000.0,13679.0,104375.0,,312939.0,0.0003,0.025558552
+8673.0,8605.97,-12.702754,122.093025,1680000.0,13760.0,105000.0,,314814.0,0.0003,0.024735104
+8678.0,8556.99,-12.342014,122.08337,1690000.0,13843.0,105625.0,,316689.0,0.0003,0.024982745
+8899.0,8511.83,-12.2361355,122.091354,1700000.0,13924.0,106250.0,,318564.0,0.0003,0.025022546
+8875.0,8466.97,-12.299793,122.08182,1710000.0,14007.0,106875.0,,320439.0,0.0003,0.023941562
+9060.0,8423.57,-11.942169,122.09839,1720000.0,14087.0,107500.0,,322314.0,0.0003,0.023501122
+9141.0,8384.3,-12.455489,122.106155,1730000.0,14168.0,108125.0,,324189.0,0.0003,0.02396841
+9408.0,8348.22,-12.206201,122.10526,1740000.0,14250.0,108750.0,,326064.0,0.0003,0.024375938
+9406.0,8313.52,-12.490256,122.104385,1750000.0,14332.0,109375.0,,327939.0,0.0003,0.024455993
+9474.0,8283.22,-12.406574,122.111984,1760000.0,14413.0,110000.0,,329814.0,0.0003,0.024819551
+9526.0,8254.64,-12.235384,122.1195,1770000.0,14494.0,110625.0,,331689.0,0.0003,0.02544505
+9826.0,8228.69,-12.313263,122.11855,1780000.0,14576.0,111250.0,,333564.0,0.0003,0.025024647
+10000.0,8206.21,-12.471185,122.10928,1790000.0,14659.0,111875.0,,335439.0,0.0003,0.024978813
+10022.0,8184.4,-12.175839,122.108406,1800000.0,14741.0,112500.0,,337314.0,0.0003,0.025182685
+10029.0,8164.58,-12.281243,122.115776,1810000.0,14822.0,113125.0,,339189.0,0.0003,0.024862556
+9862.0,8143.54,-12.351771,122.11487,1820000.0,14904.0,113750.0,,341064.0,0.0003,0.02464204
+9864.0,8123.33,-12.116837,122.12212,1830000.0,14985.0,114375.0,,342939.0,0.0003,0.024533529
+9940.0,8107.78,-12.432113,122.129295,1840000.0,15066.0,115000.0,,344814.0,0.0003,0.0245661
+9995.0,8094.19,-12.104248,122.128334,1850000.0,15148.0,115625.0,,346689.0,0.0003,0.024771778
+9875.0,8085.8,-12.192862,122.1354,1860000.0,15229.0,116250.0,,348564.0,0.0003,0.024745509
+9886.0,8080.94,-11.989931,122.14239,1870000.0,15310.0,116875.0,,350439.0,0.0003,0.024793245
+9773.0,8080.67,-12.18314,122.14931,1880000.0,15391.0,117500.0,,352314.0,0.0003,0.024743037
+9550.0,8084.39,-12.261015,122.14826,1890000.0,15473.0,118125.0,,354189.0,0.0003,0.02355189
+9624.0,8092.48,-12.255072,122.155075,1900000.0,15554.0,118750.0,,356064.0,0.0003,0.024761828
+9545.0,8102.79,-12.21145,122.15401,1910000.0,15636.0,119375.0,,357939.0,0.0003,0.025069464
+9660.0,8116.5,-12.008716,122.15295,1920000.0,15718.0,120000.0,,359814.0,0.0003,0.02482286
+9469.0,8133.51,-12.515397,122.144165,1930000.0,15801.0,120625.0,,361689.0,0.0003,0.02519925
+9378.0,8154.27,-12.361503,122.158554,1940000.0,15881.0,121250.0,,363564.0,0.0003,0.024846438
+9265.0,8175.44,-12.404933,122.165146,1950000.0,15962.0,121875.0,,365439.0,0.0003,0.025605993
+9235.0,8199.76,-12.099337,122.17166,1960000.0,16043.0,122500.0,,367314.0,0.0003,0.024947407
+8975.0,8223.59,-12.260191,122.17054,1970000.0,16125.0,123125.0,,369189.0,0.0003,0.0249626
+8944.0,8249.94,-11.9632015,122.16943,1980000.0,16207.0,123750.0,,371064.0,0.0003,0.024466855
+9177.0,8279.58,-12.223535,122.19084,1990000.0,16286.0,124375.0,,372939.0,0.0003,0.024509758
+9215.0,8309.44,-12.361426,122.24939,2000000.0,16360.0,125000.0,,374814.0,0.0003,0.026049752

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_metrics_eval.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 8309.4404296875,
+    "strength": 7659.99853515625,
+    "max_strength": 13360.0,
+    "final_strength": 8760.0,
+    "sample_efficiency": 1.1733551446013735e-06,
+    "training_efficiency": 6.252542789297877e-06,
+    "stability": 0.9922900795936584
+  },
+  "local": {
+    "mean_returns": [
+      0.0,
+      606.25,
+      478.2608642578125,
+      475.0,
+      476.5957336425781,
+      457.40740966796875,
+      509.0909118652344,
+      535.8974609375,
+      535.2941284179688,
+      547.9166870117188,
+      590.0,
+      610.0,
+      729.0,
+      843.0,
+      931.0,
+      1041.0,
+      1122.0,
+      1252.0,
+      1308.0,
+      1442.0,
+      1533.0,
+      1578.0,
+      1671.0,
+      1730.0,
+      1931.0,
+      2233.0,
+      2514.0,
+      2860.0,
+      3443.0,
+      3782.0,
+      4361.0,
+      4808.0,
+      5305.0,
+      5919.0,
+      6484.0,
+      6820.0,
+      7137.0,
+      7523.0,
+      8199.0,
+      8694.0,
+      9154.0,
+      9787.0,
+      10059.0,
+      10414.0,
+      11151.0,
+      11448.0,
+      11655.0,
+      12032.0,
+      12290.0,
+      12605.0,
+      12989.0,
+      13344.0,
+      13390.0,
+      13587.0,
+      13673.0,
+      13754.0,
+      13762.0,
+      13785.0,
+      13780.0,
+      13792.0,
+      13773.0,
+      13661.0,
+      13631.0,
+      13754.0,
+      13815.0,
+      13597.0,
+      13581.0,
+      13549.0,
+      13576.0,
+      13415.0,
+      13361.0,
+      13400.0,
+      13068.0,
+      13016.0,
+      12876.0,
+      12504.0,
+      12384.0,
+      12421.0,
+      12248.0,
+      12203.0,
+      12011.0,
+      11966.0,
+      11885.0,
+      11495.0,
+      11354.0,
+      10714.0,
+      10372.0,
+      9800.0,
+      9178.0,
+      8815.0,
+      8514.0,
+      8289.0,
+      7768.0,
+      7302.0,
+      7148.0,
+      6803.0,
+      6592.0,
+      6309.0,
+      6213.0,
+      6229.0,
+      6168.0,
+      6302.0,
+      6429.0,
+      6501.0,
+      6522.0,
+      6731.0,
+      6965.0,
+      7001.0,
+      7330.0,
+      7441.0,
+      7829.0,
+      7905.0,
+      8008.0,
+      8106.0,
+      8114.0,
+      8230.0,
+      8226.0,
+      8251.0,
+      8392.0,
+      8405.0,
+      8322.0,
+      8162.0,
+      8342.0,
+      8260.0,
+      8105.0,
+      7923.0,
+      7868.0,
+      7742.0,
+      7707.0,
+      7802.0,
+      7987.0,
+      8118.0,
+      8129.0,
+      8089.0,
+      8212.0,
+      8115.0,
+      8049.0,
+      7956.0,
+      7963.0,
+      7827.0,
+      7695.0,
+      7781.0,
+      7779.0,
+      7852.0,
+      7751.0,
+      7698.0,
+      7540.0,
+      7423.0,
+      7295.0,
+      7339.0,
+      7341.0,
+      7399.0,
+      7271.0,
+      7323.0,
+      7266.0,
+      7564.0,
+      7686.0,
+      7681.0,
+      7749.0,
+      7925.0,
+      7968.0,
+      8061.0,
+      8267.0,
+      8245.0,
+      8301.0,
+      8396.0,
+      8565.0,
+      8673.0,
+      8678.0,
+      8899.0,
+      8875.0,
+      9060.0,
+      9141.0,
+      9408.0,
+      9406.0,
+      9474.0,
+      9526.0,
+      9826.0,
+      10000.0,
+      10022.0,
+      10029.0,
+      9862.0,
+      9864.0,
+      9940.0,
+      9995.0,
+      9875.0,
+      9886.0,
+      9773.0,
+      9550.0,
+      9624.0,
+      9545.0,
+      9660.0,
+      9469.0,
+      9378.0,
+      9265.0,
+      9235.0,
+      8975.0,
+      8944.0,
+      9177.0,
+      9215.0
+    ],
+    "strengths": [
+      -455.0,
+      151.25,
+      23.2608642578125,
+      20.0,
+      21.595733642578125,
+      2.40740966796875,
+      54.090911865234375,
+      80.8974609375,
+      80.29412841796875,
+      92.91668701171875,
+      135.0,
+      155.0,
+      274.0,
+      388.0,
+      476.0,
+      586.0,
+      667.0,
+      797.0,
+      853.0,
+      987.0,
+      1078.0,
+      1123.0,
+      1216.0,
+      1275.0,
+      1476.0,
+      1778.0,
+      2059.0,
+      2405.0,
+      2988.0,
+      3327.0,
+      3906.0,
+      4353.0,
+      4850.0,
+      5464.0,
+      6029.0,
+      6365.0,
+      6682.0,
+      7068.0,
+      7744.0,
+      8239.0,
+      8699.0,
+      9332.0,
+      9604.0,
+      9959.0,
+      10696.0,
+      10993.0,
+      11200.0,
+      11577.0,
+      11835.0,
+      12150.0,
+      12534.0,
+      12889.0,
+      12935.0,
+      13132.0,
+      13218.0,
+      13299.0,
+      13307.0,
+      13330.0,
+      13325.0,
+      13337.0,
+      13318.0,
+      13206.0,
+      13176.0,
+      13299.0,
+      13360.0,
+      13142.0,
+      13126.0,
+      13094.0,
+      13121.0,
+      12960.0,
+      12906.0,
+      12945.0,
+      12613.0,
+      12561.0,
+      12421.0,
+      12049.0,
+      11929.0,
+      11966.0,
+      11793.0,
+      11748.0,
+      11556.0,
+      11511.0,
+      11430.0,
+      11040.0,
+      10899.0,
+      10259.0,
+      9917.0,
+      9345.0,
+      8723.0,
+      8360.0,
+      8059.0,
+      7834.0,
+      7313.0,
+      6847.0,
+      6693.0,
+      6348.0,
+      6137.0,
+      5854.0,
+      5758.0,
+      5774.0,
+      5713.0,
+      5847.0,
+      5974.0,
+      6046.0,
+      6067.0,
+      6276.0,
+      6510.0,
+      6546.0,
+      6875.0,
+      6986.0,
+      7374.0,
+      7450.0,
+      7553.0,
+      7651.0,
+      7659.0,
+      7775.0,
+      7771.0,
+      7796.0,
+      7937.0,
+      7950.0,
+      7867.0,
+      7707.0,
+      7887.0,
+      7805.0,
+      7650.0,
+      7468.0,
+      7413.0,
+      7287.0,
+      7252.0,
+      7347.0,
+      7532.0,
+      7663.0,
+      7674.0,
+      7634.0,
+      7757.0,
+      7660.0,
+      7594.0,
+      7501.0,
+      7508.0,
+      7372.0,
+      7240.0,
+      7326.0,
+      7324.0,
+      7397.0,
+      7296.0,
+      7243.0,
+      7085.0,
+      6968.0,
+      6840.0,
+      6884.0,
+      6886.0,
+      6944.0,
+      6816.0,
+      6868.0,
+      6811.0,
+      7109.0,
+      7231.0,
+      7226.0,
+      7294.0,
+      7470.0,
+      7513.0,
+      7606.0,
+      7812.0,
+      7790.0,
+      7846.0,
+      7941.0,
+      8110.0,
+      8218.0,
+      8223.0,
+      8444.0,
+      8420.0,
+      8605.0,
+      8686.0,
+      8953.0,
+      8951.0,
+      9019.0,
+      9071.0,
+      9371.0,
+      9545.0,
+      9567.0,
+      9574.0,
+      9407.0,
+      9409.0,
+      9485.0,
+      9540.0,
+      9420.0,
+      9431.0,
+      9318.0,
+      9095.0,
+      9169.0,
+      9090.0,
+      9205.0,
+      9014.0,
+      8923.0,
+      8810.0,
+      8780.0,
+      8520.0,
+      8489.0,
+      8722.0,
+      8760.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      0.00012489712389651686,
+      0.00013249045878183097,
+      0.00014074343198444694,
+      0.00015165853255894035,
+      0.00015303272812161595,
+      0.00019417941803112626,
+      0.0003389847988728434,
+      0.0015805884031578898,
+      -0.0004543770046439022,
+      -0.0001516959600849077,
+      -8.312080171890557e-05,
+      -4.397926386445761e-05,
+      -2.460334508214146e-05,
+      -1.4678431398351677e-05,
+      -8.798398994258605e-06,
+      -5.24115876032738e-06,
+      -2.8170245514047565e-06,
+      -1.2515364460341516e-06,
+      -1.0671356420743905e-07,
+      7.047588042041752e-07,
+      1.272966528631514e-06,
+      1.6975322978396434e-06,
+      2.0097954802622553e-06,
+      2.263958322146209e-06,
+      2.474906523275422e-06,
+      2.63925471699622e-06,
+      2.7652049539028667e-06,
+      2.863388772311737e-06,
+      2.9282248306117253e-06,
+      2.969706656585913e-06,
+      2.9905875180702424e-06,
+      2.995762315549655e-06,
+      2.98877534987696e-06,
+      2.972484935526154e-06,
+      2.9499854008463444e-06,
+      2.923232841567369e-06,
+      2.893284317906364e-06,
+      2.8599945380847203e-06,
+      2.8250242394278757e-06,
+      2.789117161228205e-06,
+      2.7520811727299588e-06,
+      2.7156550004292512e-06,
+      2.6796190013556043e-06,
+      2.642863591972855e-06,
+      2.6070879357575905e-06,
+      2.5725119030539645e-06,
+      2.5385750177520094e-06,
+      2.505611064407276e-06,
+      2.4734242742852075e-06,
+      2.441832975819125e-06,
+      2.4109185687848367e-06,
+      2.3813415737095056e-06,
+      2.352650653847377e-06,
+      2.325007699255366e-06,
+      2.2983326743997168e-06,
+      2.2726806037098868e-06,
+      2.247936208732426e-06,
+      2.224074933110387e-06,
+      2.2009994609106798e-06,
+      2.178702970923041e-06,
+      2.157274366254569e-06,
+      2.136520834028488e-06,
+      2.1161727090657223e-06,
+      2.096307071042247e-06,
+      2.077292492685956e-06,
+      2.0587881408573594e-06,
+      2.040788103840896e-06,
+      2.0231893813615898e-06,
+      2.006214117500349e-06,
+      1.989689735637512e-06,
+      1.973480721062515e-06,
+      1.958019765879726e-06,
+      1.9429298845352605e-06,
+      1.9282958874100586e-06,
+      1.9143569716106867e-06,
+      1.900791630760068e-06,
+      1.8874117131417734e-06,
+      1.8744410681392765e-06,
+      1.8617249679664383e-06,
+      1.8494088180887047e-06,
+      1.8373236798652215e-06,
+      1.8254989981869585e-06,
+      1.8142357021133648e-06,
+      1.8032604884865577e-06,
+      1.7930512967723189e-06,
+      1.7832841194831417e-06,
+      1.7741638203006005e-06,
+      1.7657137050264282e-06,
+      1.7576652453499264e-06,
+      1.7499487512395717e-06,
+      1.7424844145352836e-06,
+      1.7355450836475939e-06,
+      1.7290672076342162e-06,
+      1.7227500848093769e-06,
+      1.716770498205733e-06,
+      1.7109981627072557e-06,
+      1.705497993498284e-06,
+      1.7000928664856474e-06,
+      1.6946781897786423e-06,
+      1.6893274050744367e-06,
+      1.6838596366142156e-06,
+      1.6782852299002116e-06,
+      1.672658413554018e-06,
+      1.6670285276632058e-06,
+      1.661224473537004e-06,
+      1.6552288570892415e-06,
+      1.6492277836732683e-06,
+      1.6429578408860834e-06,
+      1.6366236650355859e-06,
+      1.6299815115417005e-06,
+      1.6233186670433497e-06,
+      1.6166138721018797e-06,
+      1.6098742889880668e-06,
+      1.6031807490435313e-06,
+      1.5964402564350166e-06,
+      1.589758198861091e-06,
+      1.5831097925911308e-06,
+      1.5763980627525598e-06,
+      1.5697329445174546e-06,
+      1.5631935639248695e-06,
+      1.5568399476251216e-06,
+      1.550391402815876e-06,
+      1.5440633660546155e-06,
+      1.537911316518148e-06,
+      1.5319520798584563e-06,
+      1.5260810641848366e-06,
+      1.5203520433715312e-06,
+      1.5146914620345342e-06,
+      1.5089982525751111e-06,
+      1.5032054534458439e-06,
+      1.4973583120081457e-06,
+      1.4915495967215975e-06,
+      1.4858171653031604e-06,
+      1.4800390317759593e-06,
+      1.4743791325599886e-06,
+      1.4688121154904366e-06,
+      1.4633556020271499e-06,
+      1.4579355820387718e-06,
+      1.4526535778713878e-06,
+      1.447503450435761e-06,
+      1.4423295624510502e-06,
+      1.437194669051678e-06,
+      1.4320463606054545e-06,
+      1.4270053725340404e-06,
+      1.4220365756045794e-06,
+      1.4172097735354328e-06,
+      1.4124943845672533e-06,
+      1.4078954109209008e-06,
+      1.4032963235877105e-06,
+      1.3987254305902752e-06,
+      1.394145897393173e-06,
+      1.389679482599604e-06,
+      1.3852076108378242e-06,
+      1.380800881634059e-06,
+      1.376231466565514e-06,
+      1.3716156672671787e-06,
+      1.3670353382622125e-06,
+      1.3624444363813382e-06,
+      1.3577765685113263e-06,
+      1.3531165450331173e-06,
+      1.348434125247877e-06,
+      1.3436618928608368e-06,
+      1.338940478490258e-06,
+      1.3342222473511356e-06,
+      1.3294846894496004e-06,
+      1.3246855132820201e-06,
+      1.3198626902521937e-06,
+      1.3150772701919777e-06,
+      1.3102049933877424e-06,
+      1.3053881957603153e-06,
+      1.3005083019379526e-06,
+      1.2956261343788356e-06,
+      1.2906394886158523e-06,
+      1.2856999092036858e-06,
+      1.280768628930673e-06,
+      1.2758546290569939e-06,
+      1.2708262602245668e-06,
+      1.26575446302013e-06,
+      1.2607208645931678e-06,
+      1.2557329682749696e-06,
+      1.2508791087384452e-06,
+      1.2460700418159831e-06,
+      1.2412677961037843e-06,
+      1.2364835129119456e-06,
+      1.2318034805502975e-06,
+      1.2271613059056108e-06,
+      1.2226164471940137e-06,
+      1.2182193813714548e-06,
+      1.213825157719839e-06,
+      1.2095061947547947e-06,
+      1.2051700650772545e-06,
+      1.2009601277895854e-06,
+      1.1968269291173783e-06,
+      1.1927791092603002e-06,
+      1.1887771051988238e-06,
+      1.1849236898342497e-06,
+      1.181112907033821e-06,
+      1.1772273182941717e-06,
+      1.173354917227698e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.000747166748624295,
+      0.0007938817725516856,
+      0.0008443374536000192,
+      0.0009108270169235766,
+      0.0009191791177727282,
+      0.0011688502272590995,
+      0.0020466651767492294,
+      0.009570143185555935,
+      -0.002759816125035286,
+      -0.0009254862670786679,
+      -0.0005096964305266738,
+      -0.00027219264302402735,
+      -0.00015448663907591254,
+      -9.409325866727158e-05,
+      -5.823317405884154e-05,
+      -3.6476514651440084e-05,
+      -2.1597154045593925e-05,
+      -1.1945856385864317e-05,
+      -4.850532604905311e-06,
+      2.1100807146012812e-07,
+      3.7825557228643447e-06,
+      6.475916507042712e-06,
+      8.47896262712311e-06,
+      1.0131408998859115e-05,
+      1.1525998161232565e-05,
+      1.2636090104933828e-05,
+      1.3511531506082974e-05,
+      1.4221945093595423e-05,
+      1.4720664694323204e-05,
+      1.5074575458129402e-05,
+      1.5295618140953593e-05,
+      1.5414801964652725e-05,
+      1.5455427273991518e-05,
+      1.5433890439453535e-05,
+      1.5367084415629506e-05,
+      1.5268209608620964e-05,
+      1.5145358702284284e-05,
+      1.500021153333364e-05,
+      1.4841509255347773e-05,
+      1.4673896657768637e-05,
+      1.4497373740596231e-05,
+      1.4320956324809231e-05,
+      1.4144216947897803e-05,
+      1.3962110642751213e-05,
+      1.3783377653453499e-05,
+      1.3609434972750023e-05,
+      1.343770964012947e-05,
+      1.3270077033666894e-05,
+      1.3105694961268455e-05,
+      1.2943758520123083e-05,
+      1.2784778846253175e-05,
+      1.2632244761334732e-05,
+      1.2483907994464971e-05,
+      1.2340673492872156e-05,
+      1.220217836817028e-05,
+      1.2068759133398999e-05,
+      1.1939853720832616e-05,
+      1.1815371181000955e-05,
+      1.1694830391206779e-05,
+      1.1578221347008366e-05,
+      1.1466030628071167e-05,
+      1.1357266885170247e-05,
+      1.1250532224948984e-05,
+      1.1146242286486086e-05,
+      1.1046344297938049e-05,
+      1.0949057468678802e-05,
+      1.0854361789824907e-05,
+      1.0761720659502316e-05,
+      1.0672311873349827e-05,
+      1.058523321262328e-05,
+      1.049977436196059e-05,
+      1.0418222700536717e-05,
+      1.0338593710912392e-05,
+      1.0261341230943799e-05,
+      1.0187729458266404e-05,
+      1.0116066732734907e-05,
+      1.0045360795629676e-05,
+      9.976795809052419e-06,
+      9.909555956255645e-06,
+      9.844415217230562e-06,
+      9.780477739695925e-06,
+      9.717904504213948e-06,
+      9.658287126512732e-06,
+      9.600182238500565e-06,
+      9.546121873427182e-06,
+      9.494392543274444e-06,
+      9.446079275221564e-06,
+      9.40130848903209e-06,
+      9.358657734992448e-06,
+      9.317759577243123e-06,
+      9.278192919737194e-06,
+      9.241403859050479e-06,
+      9.207055882143322e-06,
+      9.17355646379292e-06,
+      9.141841474047396e-06,
+      9.11122333491221e-06,
+      9.082045835384633e-06,
+      9.053368557943031e-06,
+      9.024637620314024e-06,
+      8.996243195724674e-06,
+      8.967225767264608e-06,
+      8.937638085626531e-06,
+      8.90777118911501e-06,
+      8.87788428372005e-06,
+      8.847071512718685e-06,
+      8.815239198156632e-06,
+      8.783375051280018e-06,
+      8.750081178732216e-06,
+      8.716443517187145e-06,
+      8.681166946189478e-06,
+      8.645779416838195e-06,
+      8.610167242295574e-06,
+      8.574366802349687e-06,
+      8.538809197489172e-06,
+      8.503000572090968e-06,
+      8.467500265396666e-06,
+      8.432176400674507e-06,
+      8.396513294428587e-06,
+      8.361097570741549e-06,
+      8.326347597176209e-06,
+      8.292582606372889e-06,
+      8.258312846010085e-06,
+      8.224681550927926e-06,
+      8.191983397409786e-06,
+      8.160309334925842e-06,
+      8.129102752718609e-06,
+      8.098650141619146e-06,
+      8.068559509410989e-06,
+      8.03829425422009e-06,
+      8.007499673112761e-06,
+      7.976414053700864e-06,
+      7.945531251607463e-06,
+      7.91505317465635e-06,
+      7.884331353125162e-06,
+      7.854236173443496e-06,
+      7.824634849384893e-06,
+      7.795620149408933e-06,
+      7.76679917180445e-06,
+      7.738710337434895e-06,
+      7.711322723480407e-06,
+      7.68380778026767e-06,
+      7.656498382857535e-06,
+      7.62911759011331e-06,
+      7.602306595799746e-06,
+      7.57587940825033e-06,
+      7.550206646556035e-06,
+      7.525125511165243e-06,
+      7.500663286919007e-06,
+      7.476199698430719e-06,
+      7.451885721820872e-06,
+      7.427524906233884e-06,
+      7.40376617613947e-06,
+      7.379976977972547e-06,
+      7.3565342972869985e-06,
+      7.332225322898012e-06,
+      7.307668965950143e-06,
+      7.28330041965819e-06,
+      7.258875029947376e-06,
+      7.234040822368115e-06,
+      7.209247542050434e-06,
+      7.18433466317947e-06,
+      7.1589438448427245e-06,
+      7.133821782190353e-06,
+      7.108716545189964e-06,
+      7.083508990035625e-06,
+      7.057971743051894e-06,
+      7.032308985799318e-06,
+      7.00684495313908e-06,
+      6.980917532928288e-06,
+      6.955286153242923e-06,
+      6.929317805770552e-06,
+      6.903337180119706e-06,
+      6.876799943711376e-06,
+      6.850512818346033e-06,
+      6.824268893979024e-06,
+      6.798117738071596e-06,
+      6.771356311219279e-06,
+      6.74436341796536e-06,
+      6.717574251524638e-06,
+      6.691027465421939e-06,
+      6.665194177912781e-06,
+      6.639598723268136e-06,
+      6.614039193664212e-06,
+      6.5885747062566224e-06,
+      6.5636654653644655e-06,
+      6.5389567680540495e-06,
+      6.514766027976293e-06,
+      6.491362455562921e-06,
+      6.467972070822725e-06,
+      6.444982773246011e-06,
+      6.421902071451768e-06,
+      6.399492122000083e-06,
+      6.377490990416845e-06,
+      6.355944151437143e-06,
+      6.334640147542814e-06,
+      6.314127404039027e-06,
+      6.293841579463333e-06,
+      6.273156941460911e-06,
+      6.252542789297877e-06
+    ],
+    "stabilities": [
+      1.0,
+      0.15379083156585693,
+      0.8598132729530334,
+      1.0,
+      0.11147618293762207,
+      1.0,
+      1.0,
+      0.992542028427124,
+      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,
+      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,
+      1.0,
+      1.0,
+      1.0,
+      0.9996249079704285,
+      1.0,
+      0.9985753893852234,
+      0.9915903210639954,
+      0.9977282881736755,
+      1.0,
+      1.0,
+      0.9836826324462891,
+      0.9987825155258179,
+      0.9975621104240417,
+      1.0,
+      0.9877296090126038,
+      0.9958333373069763,
+      1.0,
+      0.974353015422821,
+      0.9958772659301758,
+      0.9888544082641602,
+      0.9700506925582886,
+      0.99004065990448,
+      1.0,
+      0.985542356967926,
+      0.9961841702461243,
+      0.9836567640304565,
+      0.9961059093475342,
+      0.9929632544517517,
+      0.9658792614936829,
+      0.987228274345398,
+      0.9412789940834045,
+      0.9666634202003479,
+      0.942321240901947,
+      0.9334403276443481,
+      0.9583858847618103,
+      0.9639952182769775,
+      0.9720808863639832,
+      0.933495044708252,
+      0.9362778663635254,
+      0.9775084257125854,
+      0.9484536051750183,
+      0.9667611718177795,
+      0.9538862705230713,
+      0.9836009740829468,
+      1.0,
+      0.9894353747367859,
+      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,
+      0.9994855523109436,
+      1.0,
+      1.0,
+      1.0,
+      0.9895597696304321,
+      0.9796618819236755,
+      1.0,
+      0.9896031618118286,
+      0.9801409244537354,
+      0.9762091636657715,
+      0.9926352500915527,
+      0.9830028414726257,
+      0.9951969385147095,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9947875738143921,
+      1.0,
+      0.9874951839447021,
+      0.9913837909698486,
+      0.9877535104751587,
+      1.0,
+      0.9818859696388245,
+      0.982094407081604,
+      1.0,
+      0.9997270107269287,
+      1.0,
+      0.9863458275794983,
+      0.992735743522644,
+      0.9781858325004578,
+      0.9834862351417542,
+      0.9816303253173828,
+      1.0,
+      1.0,
+      1.0,
+      0.981566846370697,
+      1.0,
+      0.9917006492614746,
+      1.0,
+      1.0,
+      0.9993085265159607,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9971837997436523,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9971577525138855,
+      1.0,
+      1.0,
+      1.0,
+      0.9997766017913818,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.982556939125061,
+      1.0,
+      1.0,
+      1.0,
+      0.9874213933944702,
+      1.0,
+      0.9880182147026062,
+      0.976067841053009,
+      1.0,
+      0.9913840293884277,
+      1.0,
+      0.979250431060791,
+      0.9899045825004578,
+      0.9873360991477966,
+      0.9965947866439819,
+      0.9703872203826904,
+      0.996361494064331,
+      1.0,
+      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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_metrics_scalar_eval.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 8309.4404296875,
+  "strength": 7659.99853515625,
+  "max_strength": 13360.0,
+  "final_strength": 8760.0,
+  "sample_efficiency": 1.1733551446013735e-06,
+  "training_efficiency": 6.252542789297877e-06,
+  "stability": 0.9922900795936584
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_metrics_scalar_train.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 8309.4404296875,
+  "strength": 7659.99853515625,
+  "max_strength": 13360.0,
+  "final_strength": 8760.0,
+  "sample_efficiency": 1.1733551446013735e-06,
+  "training_efficiency": 6.252542789297877e-06,
+  "stability": 0.9922900795936584
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s2_session_metrics_train.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 8309.4404296875,
+    "strength": 7659.99853515625,
+    "max_strength": 13360.0,
+    "final_strength": 8760.0,
+    "sample_efficiency": 1.1733551446013735e-06,
+    "training_efficiency": 6.252542789297877e-06,
+    "stability": 0.9922900795936584
+  },
+  "local": {
+    "mean_returns": [
+      0.0,
+      606.25,
+      478.2608642578125,
+      475.0,
+      476.5957336425781,
+      457.40740966796875,
+      509.0909118652344,
+      535.8974609375,
+      535.2941284179688,
+      547.9166870117188,
+      590.0,
+      610.0,
+      729.0,
+      843.0,
+      931.0,
+      1041.0,
+      1122.0,
+      1252.0,
+      1308.0,
+      1442.0,
+      1533.0,
+      1578.0,
+      1671.0,
+      1730.0,
+      1931.0,
+      2233.0,
+      2514.0,
+      2860.0,
+      3443.0,
+      3782.0,
+      4361.0,
+      4808.0,
+      5305.0,
+      5919.0,
+      6484.0,
+      6820.0,
+      7137.0,
+      7523.0,
+      8199.0,
+      8694.0,
+      9154.0,
+      9787.0,
+      10059.0,
+      10414.0,
+      11151.0,
+      11448.0,
+      11655.0,
+      12032.0,
+      12290.0,
+      12605.0,
+      12989.0,
+      13344.0,
+      13390.0,
+      13587.0,
+      13673.0,
+      13754.0,
+      13762.0,
+      13785.0,
+      13780.0,
+      13792.0,
+      13773.0,
+      13661.0,
+      13631.0,
+      13754.0,
+      13815.0,
+      13597.0,
+      13581.0,
+      13549.0,
+      13576.0,
+      13415.0,
+      13361.0,
+      13400.0,
+      13068.0,
+      13016.0,
+      12876.0,
+      12504.0,
+      12384.0,
+      12421.0,
+      12248.0,
+      12203.0,
+      12011.0,
+      11966.0,
+      11885.0,
+      11495.0,
+      11354.0,
+      10714.0,
+      10372.0,
+      9800.0,
+      9178.0,
+      8815.0,
+      8514.0,
+      8289.0,
+      7768.0,
+      7302.0,
+      7148.0,
+      6803.0,
+      6592.0,
+      6309.0,
+      6213.0,
+      6229.0,
+      6168.0,
+      6302.0,
+      6429.0,
+      6501.0,
+      6522.0,
+      6731.0,
+      6965.0,
+      7001.0,
+      7330.0,
+      7441.0,
+      7829.0,
+      7905.0,
+      8008.0,
+      8106.0,
+      8114.0,
+      8230.0,
+      8226.0,
+      8251.0,
+      8392.0,
+      8405.0,
+      8322.0,
+      8162.0,
+      8342.0,
+      8260.0,
+      8105.0,
+      7923.0,
+      7868.0,
+      7742.0,
+      7707.0,
+      7802.0,
+      7987.0,
+      8118.0,
+      8129.0,
+      8089.0,
+      8212.0,
+      8115.0,
+      8049.0,
+      7956.0,
+      7963.0,
+      7827.0,
+      7695.0,
+      7781.0,
+      7779.0,
+      7852.0,
+      7751.0,
+      7698.0,
+      7540.0,
+      7423.0,
+      7295.0,
+      7339.0,
+      7341.0,
+      7399.0,
+      7271.0,
+      7323.0,
+      7266.0,
+      7564.0,
+      7686.0,
+      7681.0,
+      7749.0,
+      7925.0,
+      7968.0,
+      8061.0,
+      8267.0,
+      8245.0,
+      8301.0,
+      8396.0,
+      8565.0,
+      8673.0,
+      8678.0,
+      8899.0,
+      8875.0,
+      9060.0,
+      9141.0,
+      9408.0,
+      9406.0,
+      9474.0,
+      9526.0,
+      9826.0,
+      10000.0,
+      10022.0,
+      10029.0,
+      9862.0,
+      9864.0,
+      9940.0,
+      9995.0,
+      9875.0,
+      9886.0,
+      9773.0,
+      9550.0,
+      9624.0,
+      9545.0,
+      9660.0,
+      9469.0,
+      9378.0,
+      9265.0,
+      9235.0,
+      8975.0,
+      8944.0,
+      9177.0,
+      9215.0
+    ],
+    "strengths": [
+      -455.0,
+      151.25,
+      23.2608642578125,
+      20.0,
+      21.595733642578125,
+      2.40740966796875,
+      54.090911865234375,
+      80.8974609375,
+      80.29412841796875,
+      92.91668701171875,
+      135.0,
+      155.0,
+      274.0,
+      388.0,
+      476.0,
+      586.0,
+      667.0,
+      797.0,
+      853.0,
+      987.0,
+      1078.0,
+      1123.0,
+      1216.0,
+      1275.0,
+      1476.0,
+      1778.0,
+      2059.0,
+      2405.0,
+      2988.0,
+      3327.0,
+      3906.0,
+      4353.0,
+      4850.0,
+      5464.0,
+      6029.0,
+      6365.0,
+      6682.0,
+      7068.0,
+      7744.0,
+      8239.0,
+      8699.0,
+      9332.0,
+      9604.0,
+      9959.0,
+      10696.0,
+      10993.0,
+      11200.0,
+      11577.0,
+      11835.0,
+      12150.0,
+      12534.0,
+      12889.0,
+      12935.0,
+      13132.0,
+      13218.0,
+      13299.0,
+      13307.0,
+      13330.0,
+      13325.0,
+      13337.0,
+      13318.0,
+      13206.0,
+      13176.0,
+      13299.0,
+      13360.0,
+      13142.0,
+      13126.0,
+      13094.0,
+      13121.0,
+      12960.0,
+      12906.0,
+      12945.0,
+      12613.0,
+      12561.0,
+      12421.0,
+      12049.0,
+      11929.0,
+      11966.0,
+      11793.0,
+      11748.0,
+      11556.0,
+      11511.0,
+      11430.0,
+      11040.0,
+      10899.0,
+      10259.0,
+      9917.0,
+      9345.0,
+      8723.0,
+      8360.0,
+      8059.0,
+      7834.0,
+      7313.0,
+      6847.0,
+      6693.0,
+      6348.0,
+      6137.0,
+      5854.0,
+      5758.0,
+      5774.0,
+      5713.0,
+      5847.0,
+      5974.0,
+      6046.0,
+      6067.0,
+      6276.0,
+      6510.0,
+      6546.0,
+      6875.0,
+      6986.0,
+      7374.0,
+      7450.0,
+      7553.0,
+      7651.0,
+      7659.0,
+      7775.0,
+      7771.0,
+      7796.0,
+      7937.0,
+      7950.0,
+      7867.0,
+      7707.0,
+      7887.0,
+      7805.0,
+      7650.0,
+      7468.0,
+      7413.0,
+      7287.0,
+      7252.0,
+      7347.0,
+      7532.0,
+      7663.0,
+      7674.0,
+      7634.0,
+      7757.0,
+      7660.0,
+      7594.0,
+      7501.0,
+      7508.0,
+      7372.0,
+      7240.0,
+      7326.0,
+      7324.0,
+      7397.0,
+      7296.0,
+      7243.0,
+      7085.0,
+      6968.0,
+      6840.0,
+      6884.0,
+      6886.0,
+      6944.0,
+      6816.0,
+      6868.0,
+      6811.0,
+      7109.0,
+      7231.0,
+      7226.0,
+      7294.0,
+      7470.0,
+      7513.0,
+      7606.0,
+      7812.0,
+      7790.0,
+      7846.0,
+      7941.0,
+      8110.0,
+      8218.0,
+      8223.0,
+      8444.0,
+      8420.0,
+      8605.0,
+      8686.0,
+      8953.0,
+      8951.0,
+      9019.0,
+      9071.0,
+      9371.0,
+      9545.0,
+      9567.0,
+      9574.0,
+      9407.0,
+      9409.0,
+      9485.0,
+      9540.0,
+      9420.0,
+      9431.0,
+      9318.0,
+      9095.0,
+      9169.0,
+      9090.0,
+      9205.0,
+      9014.0,
+      8923.0,
+      8810.0,
+      8780.0,
+      8520.0,
+      8489.0,
+      8722.0,
+      8760.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      0.00012489712389651686,
+      0.00013249045878183097,
+      0.00014074343198444694,
+      0.00015165853255894035,
+      0.00015303272812161595,
+      0.00019417941803112626,
+      0.0003389847988728434,
+      0.0015805884031578898,
+      -0.0004543770046439022,
+      -0.0001516959600849077,
+      -8.312080171890557e-05,
+      -4.397926386445761e-05,
+      -2.460334508214146e-05,
+      -1.4678431398351677e-05,
+      -8.798398994258605e-06,
+      -5.24115876032738e-06,
+      -2.8170245514047565e-06,
+      -1.2515364460341516e-06,
+      -1.0671356420743905e-07,
+      7.047588042041752e-07,
+      1.272966528631514e-06,
+      1.6975322978396434e-06,
+      2.0097954802622553e-06,
+      2.263958322146209e-06,
+      2.474906523275422e-06,
+      2.63925471699622e-06,
+      2.7652049539028667e-06,
+      2.863388772311737e-06,
+      2.9282248306117253e-06,
+      2.969706656585913e-06,
+      2.9905875180702424e-06,
+      2.995762315549655e-06,
+      2.98877534987696e-06,
+      2.972484935526154e-06,
+      2.9499854008463444e-06,
+      2.923232841567369e-06,
+      2.893284317906364e-06,
+      2.8599945380847203e-06,
+      2.8250242394278757e-06,
+      2.789117161228205e-06,
+      2.7520811727299588e-06,
+      2.7156550004292512e-06,
+      2.6796190013556043e-06,
+      2.642863591972855e-06,
+      2.6070879357575905e-06,
+      2.5725119030539645e-06,
+      2.5385750177520094e-06,
+      2.505611064407276e-06,
+      2.4734242742852075e-06,
+      2.441832975819125e-06,
+      2.4109185687848367e-06,
+      2.3813415737095056e-06,
+      2.352650653847377e-06,
+      2.325007699255366e-06,
+      2.2983326743997168e-06,
+      2.2726806037098868e-06,
+      2.247936208732426e-06,
+      2.224074933110387e-06,
+      2.2009994609106798e-06,
+      2.178702970923041e-06,
+      2.157274366254569e-06,
+      2.136520834028488e-06,
+      2.1161727090657223e-06,
+      2.096307071042247e-06,
+      2.077292492685956e-06,
+      2.0587881408573594e-06,
+      2.040788103840896e-06,
+      2.0231893813615898e-06,
+      2.006214117500349e-06,
+      1.989689735637512e-06,
+      1.973480721062515e-06,
+      1.958019765879726e-06,
+      1.9429298845352605e-06,
+      1.9282958874100586e-06,
+      1.9143569716106867e-06,
+      1.900791630760068e-06,
+      1.8874117131417734e-06,
+      1.8744410681392765e-06,
+      1.8617249679664383e-06,
+      1.8494088180887047e-06,
+      1.8373236798652215e-06,
+      1.8254989981869585e-06,
+      1.8142357021133648e-06,
+      1.8032604884865577e-06,
+      1.7930512967723189e-06,
+      1.7832841194831417e-06,
+      1.7741638203006005e-06,
+      1.7657137050264282e-06,
+      1.7576652453499264e-06,
+      1.7499487512395717e-06,
+      1.7424844145352836e-06,
+      1.7355450836475939e-06,
+      1.7290672076342162e-06,
+      1.7227500848093769e-06,
+      1.716770498205733e-06,
+      1.7109981627072557e-06,
+      1.705497993498284e-06,
+      1.7000928664856474e-06,
+      1.6946781897786423e-06,
+      1.6893274050744367e-06,
+      1.6838596366142156e-06,
+      1.6782852299002116e-06,
+      1.672658413554018e-06,
+      1.6670285276632058e-06,
+      1.661224473537004e-06,
+      1.6552288570892415e-06,
+      1.6492277836732683e-06,
+      1.6429578408860834e-06,
+      1.6366236650355859e-06,
+      1.6299815115417005e-06,
+      1.6233186670433497e-06,
+      1.6166138721018797e-06,
+      1.6098742889880668e-06,
+      1.6031807490435313e-06,
+      1.5964402564350166e-06,
+      1.589758198861091e-06,
+      1.5831097925911308e-06,
+      1.5763980627525598e-06,
+      1.5697329445174546e-06,
+      1.5631935639248695e-06,
+      1.5568399476251216e-06,
+      1.550391402815876e-06,
+      1.5440633660546155e-06,
+      1.537911316518148e-06,
+      1.5319520798584563e-06,
+      1.5260810641848366e-06,
+      1.5203520433715312e-06,
+      1.5146914620345342e-06,
+      1.5089982525751111e-06,
+      1.5032054534458439e-06,
+      1.4973583120081457e-06,
+      1.4915495967215975e-06,
+      1.4858171653031604e-06,
+      1.4800390317759593e-06,
+      1.4743791325599886e-06,
+      1.4688121154904366e-06,
+      1.4633556020271499e-06,
+      1.4579355820387718e-06,
+      1.4526535778713878e-06,
+      1.447503450435761e-06,
+      1.4423295624510502e-06,
+      1.437194669051678e-06,
+      1.4320463606054545e-06,
+      1.4270053725340404e-06,
+      1.4220365756045794e-06,
+      1.4172097735354328e-06,
+      1.4124943845672533e-06,
+      1.4078954109209008e-06,
+      1.4032963235877105e-06,
+      1.3987254305902752e-06,
+      1.394145897393173e-06,
+      1.389679482599604e-06,
+      1.3852076108378242e-06,
+      1.380800881634059e-06,
+      1.376231466565514e-06,
+      1.3716156672671787e-06,
+      1.3670353382622125e-06,
+      1.3624444363813382e-06,
+      1.3577765685113263e-06,
+      1.3531165450331173e-06,
+      1.348434125247877e-06,
+      1.3436618928608368e-06,
+      1.338940478490258e-06,
+      1.3342222473511356e-06,
+      1.3294846894496004e-06,
+      1.3246855132820201e-06,
+      1.3198626902521937e-06,
+      1.3150772701919777e-06,
+      1.3102049933877424e-06,
+      1.3053881957603153e-06,
+      1.3005083019379526e-06,
+      1.2956261343788356e-06,
+      1.2906394886158523e-06,
+      1.2856999092036858e-06,
+      1.280768628930673e-06,
+      1.2758546290569939e-06,
+      1.2708262602245668e-06,
+      1.26575446302013e-06,
+      1.2607208645931678e-06,
+      1.2557329682749696e-06,
+      1.2508791087384452e-06,
+      1.2460700418159831e-06,
+      1.2412677961037843e-06,
+      1.2364835129119456e-06,
+      1.2318034805502975e-06,
+      1.2271613059056108e-06,
+      1.2226164471940137e-06,
+      1.2182193813714548e-06,
+      1.213825157719839e-06,
+      1.2095061947547947e-06,
+      1.2051700650772545e-06,
+      1.2009601277895854e-06,
+      1.1968269291173783e-06,
+      1.1927791092603002e-06,
+      1.1887771051988238e-06,
+      1.1849236898342497e-06,
+      1.181112907033821e-06,
+      1.1772273182941717e-06,
+      1.173354917227698e-06
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.000747166748624295,
+      0.0007938817725516856,
+      0.0008443374536000192,
+      0.0009108270169235766,
+      0.0009191791177727282,
+      0.0011688502272590995,
+      0.0020466651767492294,
+      0.009570143185555935,
+      -0.002759816125035286,
+      -0.0009254862670786679,
+      -0.0005096964305266738,
+      -0.00027219264302402735,
+      -0.00015448663907591254,
+      -9.409325866727158e-05,
+      -5.823317405884154e-05,
+      -3.6476514651440084e-05,
+      -2.1597154045593925e-05,
+      -1.1945856385864317e-05,
+      -4.850532604905311e-06,
+      2.1100807146012812e-07,
+      3.7825557228643447e-06,
+      6.475916507042712e-06,
+      8.47896262712311e-06,
+      1.0131408998859115e-05,
+      1.1525998161232565e-05,
+      1.2636090104933828e-05,
+      1.3511531506082974e-05,
+      1.4221945093595423e-05,
+      1.4720664694323204e-05,
+      1.5074575458129402e-05,
+      1.5295618140953593e-05,
+      1.5414801964652725e-05,
+      1.5455427273991518e-05,
+      1.5433890439453535e-05,
+      1.5367084415629506e-05,
+      1.5268209608620964e-05,
+      1.5145358702284284e-05,
+      1.500021153333364e-05,
+      1.4841509255347773e-05,
+      1.4673896657768637e-05,
+      1.4497373740596231e-05,
+      1.4320956324809231e-05,
+      1.4144216947897803e-05,
+      1.3962110642751213e-05,
+      1.3783377653453499e-05,
+      1.3609434972750023e-05,
+      1.343770964012947e-05,
+      1.3270077033666894e-05,
+      1.3105694961268455e-05,
+      1.2943758520123083e-05,
+      1.2784778846253175e-05,
+      1.2632244761334732e-05,
+      1.2483907994464971e-05,
+      1.2340673492872156e-05,
+      1.220217836817028e-05,
+      1.2068759133398999e-05,
+      1.1939853720832616e-05,
+      1.1815371181000955e-05,
+      1.1694830391206779e-05,
+      1.1578221347008366e-05,
+      1.1466030628071167e-05,
+      1.1357266885170247e-05,
+      1.1250532224948984e-05,
+      1.1146242286486086e-05,
+      1.1046344297938049e-05,
+      1.0949057468678802e-05,
+      1.0854361789824907e-05,
+      1.0761720659502316e-05,
+      1.0672311873349827e-05,
+      1.058523321262328e-05,
+      1.049977436196059e-05,
+      1.0418222700536717e-05,
+      1.0338593710912392e-05,
+      1.0261341230943799e-05,
+      1.0187729458266404e-05,
+      1.0116066732734907e-05,
+      1.0045360795629676e-05,
+      9.976795809052419e-06,
+      9.909555956255645e-06,
+      9.844415217230562e-06,
+      9.780477739695925e-06,
+      9.717904504213948e-06,
+      9.658287126512732e-06,
+      9.600182238500565e-06,
+      9.546121873427182e-06,
+      9.494392543274444e-06,
+      9.446079275221564e-06,
+      9.40130848903209e-06,
+      9.358657734992448e-06,
+      9.317759577243123e-06,
+      9.278192919737194e-06,
+      9.241403859050479e-06,
+      9.207055882143322e-06,
+      9.17355646379292e-06,
+      9.141841474047396e-06,
+      9.11122333491221e-06,
+      9.082045835384633e-06,
+      9.053368557943031e-06,
+      9.024637620314024e-06,
+      8.996243195724674e-06,
+      8.967225767264608e-06,
+      8.937638085626531e-06,
+      8.90777118911501e-06,
+      8.87788428372005e-06,
+      8.847071512718685e-06,
+      8.815239198156632e-06,
+      8.783375051280018e-06,
+      8.750081178732216e-06,
+      8.716443517187145e-06,
+      8.681166946189478e-06,
+      8.645779416838195e-06,
+      8.610167242295574e-06,
+      8.574366802349687e-06,
+      8.538809197489172e-06,
+      8.503000572090968e-06,
+      8.467500265396666e-06,
+      8.432176400674507e-06,
+      8.396513294428587e-06,
+      8.361097570741549e-06,
+      8.326347597176209e-06,
+      8.292582606372889e-06,
+      8.258312846010085e-06,
+      8.224681550927926e-06,
+      8.191983397409786e-06,
+      8.160309334925842e-06,
+      8.129102752718609e-06,
+      8.098650141619146e-06,
+      8.068559509410989e-06,
+      8.03829425422009e-06,
+      8.007499673112761e-06,
+      7.976414053700864e-06,
+      7.945531251607463e-06,
+      7.91505317465635e-06,
+      7.884331353125162e-06,
+      7.854236173443496e-06,
+      7.824634849384893e-06,
+      7.795620149408933e-06,
+      7.76679917180445e-06,
+      7.738710337434895e-06,
+      7.711322723480407e-06,
+      7.68380778026767e-06,
+      7.656498382857535e-06,
+      7.62911759011331e-06,
+      7.602306595799746e-06,
+      7.57587940825033e-06,
+      7.550206646556035e-06,
+      7.525125511165243e-06,
+      7.500663286919007e-06,
+      7.476199698430719e-06,
+      7.451885721820872e-06,
+      7.427524906233884e-06,
+      7.40376617613947e-06,
+      7.379976977972547e-06,
+      7.3565342972869985e-06,
+      7.332225322898012e-06,
+      7.307668965950143e-06,
+      7.28330041965819e-06,
+      7.258875029947376e-06,
+      7.234040822368115e-06,
+      7.209247542050434e-06,
+      7.18433466317947e-06,
+      7.1589438448427245e-06,
+      7.133821782190353e-06,
+      7.108716545189964e-06,
+      7.083508990035625e-06,
+      7.057971743051894e-06,
+      7.032308985799318e-06,
+      7.00684495313908e-06,
+      6.980917532928288e-06,
+      6.955286153242923e-06,
+      6.929317805770552e-06,
+      6.903337180119706e-06,
+      6.876799943711376e-06,
+      6.850512818346033e-06,
+      6.824268893979024e-06,
+      6.798117738071596e-06,
+      6.771356311219279e-06,
+      6.74436341796536e-06,
+      6.717574251524638e-06,
+      6.691027465421939e-06,
+      6.665194177912781e-06,
+      6.639598723268136e-06,
+      6.614039193664212e-06,
+      6.5885747062566224e-06,
+      6.5636654653644655e-06,
+      6.5389567680540495e-06,
+      6.514766027976293e-06,
+      6.491362455562921e-06,
+      6.467972070822725e-06,
+      6.444982773246011e-06,
+      6.421902071451768e-06,
+      6.399492122000083e-06,
+      6.377490990416845e-06,
+      6.355944151437143e-06,
+      6.334640147542814e-06,
+      6.314127404039027e-06,
+      6.293841579463333e-06,
+      6.273156941460911e-06,
+      6.252542789297877e-06
+    ],
+    "stabilities": [
+      1.0,
+      0.15379083156585693,
+      0.8598132729530334,
+      1.0,
+      0.11147618293762207,
+      1.0,
+      1.0,
+      0.992542028427124,
+      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,
+      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,
+      1.0,
+      1.0,
+      1.0,
+      0.9996249079704285,
+      1.0,
+      0.9985753893852234,
+      0.9915903210639954,
+      0.9977282881736755,
+      1.0,
+      1.0,
+      0.9836826324462891,
+      0.9987825155258179,
+      0.9975621104240417,
+      1.0,
+      0.9877296090126038,
+      0.9958333373069763,
+      1.0,
+      0.974353015422821,
+      0.9958772659301758,
+      0.9888544082641602,
+      0.9700506925582886,
+      0.99004065990448,
+      1.0,
+      0.985542356967926,
+      0.9961841702461243,
+      0.9836567640304565,
+      0.9961059093475342,
+      0.9929632544517517,
+      0.9658792614936829,
+      0.987228274345398,
+      0.9412789940834045,
+      0.9666634202003479,
+      0.942321240901947,
+      0.9334403276443481,
+      0.9583858847618103,
+      0.9639952182769775,
+      0.9720808863639832,
+      0.933495044708252,
+      0.9362778663635254,
+      0.9775084257125854,
+      0.9484536051750183,
+      0.9667611718177795,
+      0.9538862705230713,
+      0.9836009740829468,
+      1.0,
+      0.9894353747367859,
+      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,
+      0.9994855523109436,
+      1.0,
+      1.0,
+      1.0,
+      0.9895597696304321,
+      0.9796618819236755,
+      1.0,
+      0.9896031618118286,
+      0.9801409244537354,
+      0.9762091636657715,
+      0.9926352500915527,
+      0.9830028414726257,
+      0.9951969385147095,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9947875738143921,
+      1.0,
+      0.9874951839447021,
+      0.9913837909698486,
+      0.9877535104751587,
+      1.0,
+      0.9818859696388245,
+      0.982094407081604,
+      1.0,
+      0.9997270107269287,
+      1.0,
+      0.9863458275794983,
+      0.992735743522644,
+      0.9781858325004578,
+      0.9834862351417542,
+      0.9816303253173828,
+      1.0,
+      1.0,
+      1.0,
+      0.981566846370697,
+      1.0,
+      0.9917006492614746,
+      1.0,
+      1.0,
+      0.9993085265159607,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9971837997436523,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9971577525138855,
+      1.0,
+      1.0,
+      1.0,
+      0.9997766017913818,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.982556939125061,
+      1.0,
+      1.0,
+      1.0,
+      0.9874213933944702,
+      1.0,
+      0.9880182147026062,
+      0.976067841053009,
+      1.0,
+      0.9913840293884277,
+      1.0,
+      0.979250431060791,
+      0.9899045825004578,
+      0.9873360991477966,
+      0.9965947866439819,
+      0.9703872203826904,
+      0.996361494064331,
+      1.0,
+      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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_df_eval.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+200.0,200.0,-18.48992,83.333336,10000.0,120.0,625.0,,1689.0,0.0003,0.63130784
+486.66666,343.3333,-26.858936,99.50249,20000.0,201.0,1250.0,,3564.0,0.0003,0.40371716
+503.84616,396.83762,-31.967426,106.007065,30000.0,283.0,1875.0,,5439.0,0.0003,0.26439723
+529.41174,429.98114,-32.73564,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17461032
+506.38297,445.26154,-33.442993,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.11574234
+489.65518,452.6605,-32.08664,113.42155,60000.0,529.0,3750.0,,11064.0,0.0003,0.07690911
+504.41177,460.05353,-30.576946,114.7541,70000.0,610.0,4375.0,,12939.0,0.0003,0.051229727
+516.8831,467.1572,-28.630135,115.60693,80000.0,692.0,5000.0,,14814.0,0.0003,0.034217507
+514.2857,472.3937,-26.91446,116.4295,90000.0,773.0,5625.0,,16689.0,0.0003,0.022940112
+500.0,475.15436,-24.650715,116.95906,100000.0,855.0,6250.0,,18564.0,0.0003,0.015472241
+516.0,478.86758,-22.611328,117.52137,110000.0,936.0,6875.0,,20439.0,0.0003,0.010537284
+574.0,486.7953,-21.117523,117.9941,120000.0,1017.0,7500.0,,22314.0,0.0003,0.0074644964
+635.0,498.19565,-19.289925,118.28935,130000.0,1099.0,8125.0,,24189.0,0.0003,0.010267207
+599.0,505.39597,-17.548328,118.54361,140000.0,1181.0,8750.0,,26064.0,0.0003,0.022652747
+527.0,506.83624,-16.107029,118.67088,150000.0,1264.0,9375.0,,27939.0,0.0003,0.049189627
+439.0,502.59644,-14.5382185,118.87073,160000.0,1346.0,10000.0,,29814.0,0.0003,0.10626712
+353.0,493.79663,-13.308961,119.04762,170000.0,1428.0,10625.0,,31689.0,0.0003,0.2284539
+287.0,482.30795,-12.630567,119.284294,180000.0,1509.0,11250.0,,33564.0,0.0003,0.4886126
+102.0,462.29175,-12.215254,119.421745,190000.0,1591.0,11875.0,,35439.0,0.0003,1.0395386
+2.0,439.27716,-12.846278,119.54572,200000.0,1673.0,12500.0,,37314.0,0.0003,2.1999285
+0.0,418.3592,-15.312635,119.58997,210000.0,1756.0,13125.0,,39189.0,0.0003,4.630959
+0.0,399.34286,-18.579144,119.63023,220000.0,1839.0,13750.0,,41064.0,0.0003,7.389056
+0.0,381.98013,-17.958092,119.72931,230000.0,1921.0,14375.0,,42939.0,0.0003,7.389056
+0.0,366.0643,-16.975405,119.82027,240000.0,2003.0,15000.0,,44814.0,0.0003,7.389056
+0.0,351.42172,-16.179379,119.96161,250000.0,2084.0,15625.0,,46689.0,0.0003,7.389056
+0.0,337.9055,-15.397152,120.036934,260000.0,2166.0,16250.0,,48564.0,0.0003,7.389056
+0.0,325.39047,-15.140007,120.10676,270000.0,2248.0,16875.0,,50439.0,0.0003,7.389056
+0.0,313.76938,-14.347691,120.17168,280000.0,2330.0,17500.0,,52314.0,0.0003,7.389056
+0.0,302.94977,-13.96846,120.18234,290000.0,2413.0,18125.0,,54189.0,0.0003,7.389056
+0.0,292.85144,-13.5281,120.24048,300000.0,2495.0,18750.0,,56064.0,0.0003,7.389056
+0.0,283.4046,-13.123142,120.294914,310000.0,2577.0,19375.0,,57939.0,0.0003,7.389056
+0.0,274.54822,-12.967404,120.39127,320000.0,2658.0,20000.0,,59814.0,0.0003,7.389056
+4.0,266.3498,-121.57157,120.43796,330000.0,2740.0,20625.0,,61689.0,0.0003,5.2896137
+69.0,260.54538,-199.07681,120.481926,340000.0,2822.0,21250.0,,63564.0,0.0003,3.4869072
+95.0,255.8155,-243.16399,120.523415,350000.0,2904.0,21875.0,,65439.0,0.0003,2.294712
+147.0,252.79286,-255.71602,120.56262,360000.0,2986.0,22500.0,,67314.0,0.0003,1.5033296
+196.0,251.25792,-260.02274,120.56044,370000.0,3069.0,23125.0,,69189.0,0.0003,0.9878472
+257.0,251.40903,-249.32576,120.63492,380000.0,3150.0,23750.0,,71064.0,0.0003,0.65109867
+329.0,253.39854,-235.29356,120.66832,390000.0,3232.0,24375.0,,72939.0,0.0003,0.42982438
+413.0,257.38858,-225.25298,120.736496,400000.0,3313.0,25000.0,,74814.0,0.0003,0.2844419
+448.0,262.03763,-211.67397,120.801414,410000.0,3394.0,25625.0,,76689.0,0.0003,0.18891756
+510.0,267.9415,-195.33884,120.82854,420000.0,3476.0,26250.0,,78564.0,0.0003,0.12855858
+570.0,274.96613,-183.30585,120.88839,430000.0,3557.0,26875.0,,80439.0,0.0003,0.0897781
+602.0,282.3987,-169.1491,120.91234,440000.0,3639.0,27500.0,,82314.0,0.0003,0.06485326
+693.0,291.52316,-154.06853,120.935234,450000.0,3721.0,28125.0,,84189.0,0.0003,0.049452625
+779.0,302.1205,-141.5897,120.95714,460000.0,3803.0,28750.0,,86064.0,0.0003,0.038030293
+883.0,314.47964,-129.22672,120.97812,470000.0,3885.0,29375.0,,87939.0,0.0003,0.031389017
+958.0,327.88632,-121.62771,120.99824,480000.0,3967.0,30000.0,,89814.0,0.0003,0.024644172
+1005.0,341.70496,-109.67703,121.01753,490000.0,4049.0,30625.0,,91689.0,0.0003,0.020783756
+1101.0,356.89087,-102.55259,121.03607,500000.0,4131.0,31250.0,,93564.0,0.0003,0.019081954
+1246.0,374.32437,-93.04172,121.05388,510000.0,4213.0,31875.0,,95439.0,0.0003,0.016407436
+1423.0,394.4912,-84.83508,121.12742,520000.0,4293.0,32500.0,,97314.0,0.0003,0.015145302
+1534.0,415.99136,-77.52938,121.11517,530000.0,4376.0,33125.0,,99189.0,0.0003,0.014125088
+1663.0,439.08414,-71.12988,121.15773,540000.0,4457.0,33750.0,,101064.0,0.0003,0.014452286
+1865.0,465.00986,-65.91732,121.172066,550000.0,4539.0,34375.0,,102939.0,0.0003,0.014377975
+1972.0,491.9204,-59.744034,121.15967,560000.0,4622.0,35000.0,,104814.0,0.0003,0.014991062
+2196.0,521.8165,-53.97806,121.199234,570000.0,4703.0,35625.0,,106689.0,0.0003,0.015458604
+2294.0,552.37146,-49.108765,121.21212,580000.0,4785.0,36250.0,,108564.0,0.0003,0.015987331
+2488.0,585.1787,-45.340343,121.22457,590000.0,4867.0,36875.0,,110439.0,0.0003,0.017213566
+2765.0,621.50903,-41.26206,121.261116,600000.0,4948.0,37500.0,,112314.0,0.0003,0.01749655
+2905.0,658.9433,-38.466965,121.27237,610000.0,5030.0,38125.0,,114189.0,0.0003,0.017055389
+3145.0,699.041,-35.663033,121.25954,620000.0,5113.0,38750.0,,116064.0,0.0003,0.017138682
+3327.0,740.75464,-32.97959,121.270454,630000.0,5195.0,39375.0,,117939.0,0.0003,0.016891688
+3524.0,784.24286,-30.621906,121.304016,640000.0,5276.0,40000.0,,119814.0,0.0003,0.0183689
+3886.0,831.9622,-27.393587,121.31393,650000.0,5358.0,40625.0,,121689.0,0.0003,0.019175999
+4147.0,882.19006,-26.297335,121.32353,660000.0,5440.0,41250.0,,123564.0,0.0003,0.020641435
+4274.0,932.8141,-24.272345,121.35483,670000.0,5521.0,41875.0,,125439.0,0.0003,0.021063207
+4375.0,983.4345,-23.322504,121.385216,680000.0,5602.0,42500.0,,127314.0,0.0003,0.020990329
+4478.0,1034.0804,-21.869474,121.39339,690000.0,5684.0,43125.0,,129189.0,0.0003,0.020880807
+4872.0,1088.9078,-20.91645,121.40132,700000.0,5766.0,43750.0,,131064.0,0.0003,0.019730816
+5111.0,1145.557,-19.299925,121.40903,710000.0,5848.0,44375.0,,132939.0,0.0003,0.018917978
+5230.0,1202.2854,-18.243618,121.41653,720000.0,5930.0,45000.0,,134814.0,0.0003,0.019389024
+5380.0,1259.5143,-17.764832,121.444016,730000.0,6011.0,45625.0,,136689.0,0.0003,0.01833882
+5811.0,1321.0209,-17.07298,121.47078,740000.0,6092.0,46250.0,,138564.0,0.0003,0.01813967
+6002.0,1383.434,-15.931267,121.477165,750000.0,6174.0,46875.0,,140439.0,0.0003,0.019646252
+6269.0,1447.7178,-15.696791,121.483376,760000.0,6256.0,47500.0,,142314.0,0.0003,0.01905059
+6462.0,1512.8383,-14.552111,121.489426,770000.0,6338.0,48125.0,,144189.0,0.0003,0.020269819
+6655.0,1578.7634,-14.173682,121.51425,780000.0,6419.0,48750.0,,146064.0,0.0003,0.01844082
+6899.0,1646.1082,-13.839509,121.51977,790000.0,6501.0,49375.0,,147939.0,0.0003,0.01938239
+7074.0,1713.9568,-13.782297,121.5436,800000.0,6582.0,50000.0,,149814.0,0.0003,0.018800978
+7152.0,1781.0931,-12.887572,121.566864,810000.0,6663.0,50625.0,,151689.0,0.0003,0.017574605
+7251.0,1847.7993,-12.649214,121.58956,820000.0,6744.0,51250.0,,153564.0,0.0003,0.01760889
+7600.0,1917.103,-12.254286,121.5939,830000.0,6826.0,51875.0,,155439.0,0.0003,0.016863529
+7612.0,1984.8994,-11.772906,121.61575,840000.0,6907.0,52500.0,,157314.0,0.0003,0.016345885
+7646.0,2051.5005,-11.614601,121.61969,850000.0,6989.0,53125.0,,159189.0,0.0003,0.016055867
+7858.0,2119.018,-11.563397,121.60634,860000.0,7072.0,53750.0,,161064.0,0.0003,0.015654547
+8096.0,2187.719,-11.1335535,121.61029,870000.0,7154.0,54375.0,,162939.0,0.0003,0.014336173
+8175.0,2255.756,-10.538773,121.61415,880000.0,7236.0,55000.0,,164814.0,0.0003,0.014390395
+8184.0,2322.3657,-10.416814,121.63455,890000.0,7317.0,55625.0,,166689.0,0.0003,0.01413258
+8378.0,2389.6506,-10.36262,121.62162,900000.0,7400.0,56250.0,,168564.0,0.0003,0.014813549
+8505.0,2456.852,-9.923536,121.641495,910000.0,7481.0,56875.0,,170439.0,0.0003,0.015317811
+8595.0,2523.571,-10.142462,121.677025,920000.0,7561.0,57500.0,,172314.0,0.0003,0.016169615
+8461.0,2587.4146,-9.919947,121.69589,930000.0,7642.0,58125.0,,174189.0,0.0003,0.018201126
+8497.0,2650.2825,-9.960239,121.6986,940000.0,7724.0,58750.0,,176064.0,0.0003,0.016317245
+8501.0,2711.869,-10.020931,121.68567,950000.0,7807.0,59375.0,,177939.0,0.0003,0.015012508
+8611.0,2773.3184,-9.796784,121.68842,960000.0,7889.0,60000.0,,179814.0,0.0003,0.014999878
+8515.0,2832.511,-9.706606,121.69113,970000.0,7971.0,60625.0,,181689.0,0.0003,0.017018337
+8368.0,2888.9956,-9.944924,121.70889,980000.0,8052.0,61250.0,,183564.0,0.0003,0.017159846
+8280.0,2943.4502,-9.957485,121.7263,990000.0,8133.0,61875.0,,185439.0,0.0003,0.018521048
+8010.0,2994.1157,-9.762129,121.728546,1000000.0,8215.0,62500.0,,187314.0,0.0003,0.018773742
+8057.0,3072.6855,-9.487524,121.76009,1010000.0,8295.0,63125.0,,189189.0,0.0003,0.01968076
+7825.0,3146.0688,-9.598883,121.76197,1020000.0,8377.0,63750.0,,191064.0,0.0003,0.018878836
+7825.0,3219.2805,-9.971759,121.7782,1030000.0,8458.0,64375.0,,192939.0,0.0003,0.019056533
+7796.0,3291.9463,-9.756029,121.79412,1040000.0,8539.0,65000.0,,194814.0,0.0003,0.01996661
+7712.0,3364.0024,-9.517321,121.795616,1050000.0,8621.0,65625.0,,196689.0,0.0003,0.019718857
+7664.0,3435.7456,-9.328685,121.81108,1060000.0,8702.0,66250.0,,198564.0,0.0003,0.019403758
+7451.0,3505.212,-9.827037,121.826256,1070000.0,8783.0,66875.0,,200439.0,0.0003,0.020231675
+7390.0,3573.9429,-9.46766,121.841156,1080000.0,8864.0,67500.0,,202314.0,0.0003,0.020905575
+7397.0,3642.77,-9.809539,121.85578,1090000.0,8945.0,68125.0,,204189.0,0.0003,0.02133503
+7406.0,3711.83,-9.743397,121.870155,1100000.0,9026.0,68750.0,,206064.0,0.0003,0.021741504
+7377.0,3780.44,-9.920769,121.89765,1110000.0,9106.0,69375.0,,207939.0,0.0003,0.02292676
+7365.0,3848.35,-10.18694,121.898125,1120000.0,9188.0,70000.0,,209814.0,0.0003,0.023608318
+7295.0,3914.95,-10.57028,121.8986,1130000.0,9270.0,70625.0,,211689.0,0.0003,0.023644626
+7286.0,3981.82,-9.960722,121.899055,1140000.0,9352.0,71250.0,,213564.0,0.0003,0.02419768
+7366.0,4050.21,-10.492437,121.91244,1150000.0,9433.0,71875.0,,215439.0,0.0003,0.023634797
+7398.0,4119.8,-10.265402,121.92558,1160000.0,9514.0,72500.0,,217314.0,0.0003,0.023696778
+7398.0,4190.25,-10.405911,121.93851,1170000.0,9595.0,73125.0,,219189.0,0.0003,0.023976259
+7409.0,4261.47,-10.418436,121.938614,1180000.0,9677.0,73750.0,,221064.0,0.0003,0.02404125
+7448.0,4334.93,-10.891193,121.95122,1190000.0,9758.0,74375.0,,222939.0,0.0003,0.02378619
+7601.0,4410.92,-10.88335,121.963615,1200000.0,9839.0,75000.0,,224814.0,0.0003,0.023851914
+7694.0,4487.86,-10.847465,121.97581,1210000.0,9920.0,75625.0,,226689.0,0.0003,0.023966119
+7787.0,4565.73,-11.54312,121.9878,1220000.0,10001.0,76250.0,,228564.0,0.0003,0.024852775
+7961.0,4645.34,-11.158851,121.9996,1230000.0,10082.0,76875.0,,230439.0,0.0003,0.024123322
+8007.0,4725.41,-11.5866785,121.999214,1240000.0,10164.0,77500.0,,232314.0,0.0003,0.024884794
+8046.0,4805.87,-11.468917,122.010735,1250000.0,10245.0,78125.0,,234189.0,0.0003,0.025029624
+8062.0,4886.49,-11.860419,122.02208,1260000.0,10326.0,78750.0,,236064.0,0.0003,0.025924573
+8075.0,4967.24,-11.873073,122.03325,1270000.0,10407.0,79375.0,,237939.0,0.0003,0.025625072
+8133.0,5048.57,-12.0328245,122.04424,1280000.0,10488.0,80000.0,,239814.0,0.0003,0.025224289
+8083.0,5129.4,-11.972175,122.04352,1290000.0,10570.0,80625.0,,241689.0,0.0003,0.025120698
+8137.0,5210.77,-12.160469,122.04281,1300000.0,10652.0,81250.0,,243564.0,0.0003,0.025112968
+8071.0,5291.48,-12.050151,122.05348,1310000.0,10733.0,81875.0,,245439.0,0.0003,0.025327938
+8259.0,5374.07,-12.16685,122.06399,1320000.0,10814.0,82500.0,,247314.0,0.0003,0.025207192
+8214.0,5456.17,-12.469232,122.06314,1330000.0,10896.0,83125.0,,249189.0,0.0003,0.025327187
+8231.0,5537.79,-12.839186,122.073425,1340000.0,10977.0,83750.0,,251064.0,0.0003,0.024921754
+8243.0,5619.27,-12.731532,122.07252,1350000.0,11059.0,84375.0,,252939.0,0.0003,0.024090834
+8227.0,5700.07,-12.706639,122.08259,1360000.0,11140.0,85000.0,,254814.0,0.0003,0.02443029
+8200.0,5780.11,-12.445457,122.09251,1370000.0,11221.0,85625.0,,256689.0,0.0003,0.024265563
+8076.0,5858.3,-12.737847,122.10228,1380000.0,11302.0,86250.0,,258564.0,0.0003,0.024339551
+7960.0,5934.61,-12.467661,122.1012,1390000.0,11384.0,86875.0,,260439.0,0.0003,0.024066404
+7913.0,6009.61,-12.573869,122.11077,1400000.0,11465.0,87500.0,,262314.0,0.0003,0.024734668
+7924.0,6084.37,-12.452262,122.10964,1410000.0,11547.0,88125.0,,264189.0,0.0003,0.023849007
+7875.0,6158.02,-12.576887,122.10852,1420000.0,11629.0,88750.0,,266064.0,0.0003,0.02458916
+7595.0,6228.27,-12.172574,122.10742,1430000.0,11711.0,89375.0,,267939.0,0.0003,0.02437281
+7576.0,6298.01,-12.571156,122.10633,1440000.0,11793.0,90000.0,,269814.0,0.0003,0.025008908
+7504.0,6366.12,-12.536423,122.11555,1450000.0,11874.0,90625.0,,271689.0,0.0003,0.02465819
+7507.0,6433.4,-12.855282,122.10421,1460000.0,11957.0,91250.0,,273564.0,0.0003,0.025519265
+7582.0,6500.39,-12.827479,122.103165,1470000.0,12039.0,91875.0,,275439.0,0.0003,0.024669927
+7500.0,6565.81,-12.558502,122.11221,1480000.0,12120.0,92500.0,,277314.0,0.0003,0.025839176
+7667.0,6632.43,-12.942261,122.12114,1490000.0,12201.0,93125.0,,279189.0,0.0003,0.025892839
+7861.0,6700.03,-12.575982,122.129944,1500000.0,12282.0,93750.0,,281064.0,0.0003,0.02580991
+7776.0,6765.33,-12.873574,122.13864,1510000.0,12363.0,94375.0,,282939.0,0.0003,0.026851667
+7831.0,6829.41,-12.738736,122.137405,1520000.0,12445.0,95000.0,,284814.0,0.0003,0.026950974
+7711.0,6891.18,-12.893983,122.155685,1530000.0,12525.0,95625.0,,286689.0,0.0003,0.026674408
+7702.0,6951.57,-12.833224,122.15436,1540000.0,12607.0,96250.0,,288564.0,0.0003,0.027557487
+7743.0,7010.35,-12.988028,122.1723,1550000.0,12687.0,96875.0,,290439.0,0.0003,0.027389698
+7660.0,7067.23,-13.007716,122.17088,1560000.0,12769.0,97500.0,,292314.0,0.0003,0.02804216
+7609.0,7121.36,-13.050001,122.178986,1570000.0,12850.0,98125.0,,294189.0,0.0003,0.028316826
+7657.0,7174.99,-12.6741705,122.18699,1580000.0,12931.0,98750.0,,296064.0,0.0003,0.027816668
+7560.0,7225.71,-13.281656,122.18551,1590000.0,13013.0,99375.0,,297939.0,0.0003,0.027811527
+7496.0,7273.02,-13.325476,122.18404,1600000.0,13095.0,100000.0,,299814.0,0.0003,0.02863396
+7453.0,7318.5,-13.213246,122.191864,1610000.0,13176.0,100625.0,,301689.0,0.0003,0.02881394
+7349.0,7360.54,-13.738825,122.19038,1620000.0,13258.0,101250.0,,303564.0,0.0003,0.028385691
+7275.0,7400.02,-13.6476965,122.1889,1630000.0,13340.0,101875.0,,305439.0,0.0003,0.029118516
+7105.0,7435.83,-13.593692,122.187454,1640000.0,13422.0,102500.0,,307314.0,0.0003,0.028866906
+6871.0,7465.68,-13.368976,122.19507,1650000.0,13503.0,103125.0,,309189.0,0.0003,0.029319273
+6633.0,7490.54,-14.0421505,122.193596,1660000.0,13585.0,103750.0,,311064.0,0.0003,0.02947881
+6311.0,7510.91,-14.005836,122.20108,1670000.0,13666.0,104375.0,,312939.0,0.0003,0.029116575
+6231.0,7529.47,-14.289849,122.21737,1680000.0,13746.0,105000.0,,314814.0,0.0003,0.030006
+5939.0,7544.08,-14.198683,122.2158,1690000.0,13828.0,105625.0,,316689.0,0.0003,0.030132584
+5947.0,7554.83,-14.091738,122.23181,1700000.0,13908.0,106250.0,,318564.0,0.0003,0.030202935
+5632.0,7560.04,-14.467356,122.2389,1710000.0,13989.0,106875.0,,320439.0,0.0003,0.030908084
+5553.0,7563.27,-15.09518,122.24591,1720000.0,14070.0,107500.0,,322314.0,0.0003,0.031868458
+5402.0,7563.49,-14.805544,122.252846,1730000.0,14151.0,108125.0,,324189.0,0.0003,0.032098558
+5290.0,7558.28,-14.577837,122.25111,1740000.0,14233.0,108750.0,,326064.0,0.0003,0.032892168
+5158.0,7549.84,-14.109564,122.25793,1750000.0,14314.0,109375.0,,327939.0,0.0003,0.03413993
+5157.0,7538.72,-14.996949,122.25618,1760000.0,14396.0,110000.0,,329814.0,0.0003,0.033802837
+4991.0,7524.01,-15.53447,122.24601,1770000.0,14479.0,110625.0,,331689.0,0.0003,0.033117723
+4862.0,7506.08,-14.878884,122.25275,1780000.0,14560.0,111250.0,,333564.0,0.0003,0.032745298
+4758.0,7484.67,-15.046636,122.26776,1790000.0,14640.0,111875.0,,335439.0,0.0003,0.03310184
+4678.0,7460.71,-15.76369,122.2743,1800000.0,14721.0,112500.0,,337314.0,0.0003,0.033633173
+4629.0,7435.48,-14.87362,122.272514,1810000.0,14803.0,113125.0,,339189.0,0.0003,0.03404793
+4545.0,7408.42,-15.279332,122.270744,1820000.0,14885.0,113750.0,,341064.0,0.0003,0.034257036
+4303.0,7375.45,-15.022694,122.26899,1830000.0,14967.0,114375.0,,342939.0,0.0003,0.0344402
+4274.0,7342.07,-15.50305,122.28351,1840000.0,15047.0,115000.0,,344814.0,0.0003,0.03355
+4258.0,7308.19,-15.436929,122.28171,1850000.0,15129.0,115625.0,,346689.0,0.0003,0.033022974
+4364.0,7273.25,-15.349847,122.27993,1860000.0,15211.0,116250.0,,348564.0,0.0003,0.032146003
+4404.0,7236.33,-15.446014,122.28616,1870000.0,15292.0,116875.0,,350439.0,0.0003,0.031825062
+4470.0,7199.28,-15.05304,122.29233,1880000.0,15373.0,117500.0,,352314.0,0.0003,0.031595454
+4498.0,7162.42,-14.83398,122.29843,1890000.0,15454.0,118125.0,,354189.0,0.0003,0.03159784
+4655.0,7125.19,-14.548227,122.2966,1900000.0,15536.0,118750.0,,356064.0,0.0003,0.030378593
+4689.0,7087.03,-15.108831,122.30262,1910000.0,15617.0,119375.0,,357939.0,0.0003,0.02888359
+4826.0,7049.34,-14.949866,122.30857,1920000.0,15698.0,120000.0,,359814.0,0.0003,0.029366773
+4907.0,7013.8,-14.721122,122.31447,1930000.0,15779.0,120625.0,,361689.0,0.0003,0.030494582
+5157.0,6980.4,-14.927528,122.31259,1940000.0,15861.0,121250.0,,363564.0,0.0003,0.03104381
+5184.0,6947.23,-14.335358,122.318405,1950000.0,15942.0,121875.0,,365439.0,0.0003,0.030014023
+5141.0,6912.53,-14.375138,122.31653,1960000.0,16024.0,122500.0,,367314.0,0.0003,0.030391145
+5141.0,6878.79,-15.03397,122.32226,1970000.0,16105.0,123125.0,,369189.0,0.0003,0.030364962
+5018.0,6845.29,-14.506004,122.32038,1980000.0,16187.0,123750.0,,371064.0,0.0003,0.030392256
+5083.0,6813.32,-14.773333,122.34108,1990000.0,16266.0,124375.0,,372939.0,0.0003,0.029343272
+5081.0,6784.03,-14.535915,122.37656,2000000.0,16343.0,125000.0,,374814.0,0.0003,0.028852616

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_df_train.csv

@@ -0,0 +1,201 @@
+total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,alpha
+200.0,200.0,-18.48992,83.333336,10000.0,120.0,625.0,,1689.0,0.0003,0.63130784
+486.66666,343.3333,-26.858936,99.50249,20000.0,201.0,1250.0,,3564.0,0.0003,0.40371716
+503.84616,396.83762,-31.967426,106.007065,30000.0,283.0,1875.0,,5439.0,0.0003,0.26439723
+529.41174,429.98114,-32.73564,109.58904,40000.0,365.0,2500.0,,7314.0,0.0003,0.17461032
+506.38297,445.26154,-33.442993,111.85683,50000.0,447.0,3125.0,,9189.0,0.0003,0.11574234
+489.65518,452.6605,-32.08664,113.42155,60000.0,529.0,3750.0,,11064.0,0.0003,0.07690911
+504.41177,460.05353,-30.576946,114.7541,70000.0,610.0,4375.0,,12939.0,0.0003,0.051229727
+516.8831,467.1572,-28.630135,115.60693,80000.0,692.0,5000.0,,14814.0,0.0003,0.034217507
+514.2857,472.3937,-26.91446,116.4295,90000.0,773.0,5625.0,,16689.0,0.0003,0.022940112
+500.0,475.15436,-24.650715,116.95906,100000.0,855.0,6250.0,,18564.0,0.0003,0.015472241
+516.0,478.86758,-22.611328,117.52137,110000.0,936.0,6875.0,,20439.0,0.0003,0.010537284
+574.0,486.7953,-21.117523,117.9941,120000.0,1017.0,7500.0,,22314.0,0.0003,0.0074644964
+635.0,498.19565,-19.289925,118.28935,130000.0,1099.0,8125.0,,24189.0,0.0003,0.010267207
+599.0,505.39597,-17.548328,118.54361,140000.0,1181.0,8750.0,,26064.0,0.0003,0.022652747
+527.0,506.83624,-16.107029,118.67088,150000.0,1264.0,9375.0,,27939.0,0.0003,0.049189627
+439.0,502.59644,-14.5382185,118.87073,160000.0,1346.0,10000.0,,29814.0,0.0003,0.10626712
+353.0,493.79663,-13.308961,119.04762,170000.0,1428.0,10625.0,,31689.0,0.0003,0.2284539
+287.0,482.30795,-12.630567,119.284294,180000.0,1509.0,11250.0,,33564.0,0.0003,0.4886126
+102.0,462.29175,-12.215254,119.421745,190000.0,1591.0,11875.0,,35439.0,0.0003,1.0395386
+2.0,439.27716,-12.846278,119.54572,200000.0,1673.0,12500.0,,37314.0,0.0003,2.1999285
+0.0,418.3592,-15.312635,119.58997,210000.0,1756.0,13125.0,,39189.0,0.0003,4.630959
+0.0,399.34286,-18.579144,119.63023,220000.0,1839.0,13750.0,,41064.0,0.0003,7.389056
+0.0,381.98013,-17.958092,119.72931,230000.0,1921.0,14375.0,,42939.0,0.0003,7.389056
+0.0,366.0643,-16.975405,119.82027,240000.0,2003.0,15000.0,,44814.0,0.0003,7.389056
+0.0,351.42172,-16.179379,119.96161,250000.0,2084.0,15625.0,,46689.0,0.0003,7.389056
+0.0,337.9055,-15.397152,120.036934,260000.0,2166.0,16250.0,,48564.0,0.0003,7.389056
+0.0,325.39047,-15.140007,120.10676,270000.0,2248.0,16875.0,,50439.0,0.0003,7.389056
+0.0,313.76938,-14.347691,120.17168,280000.0,2330.0,17500.0,,52314.0,0.0003,7.389056
+0.0,302.94977,-13.96846,120.18234,290000.0,2413.0,18125.0,,54189.0,0.0003,7.389056
+0.0,292.85144,-13.5281,120.24048,300000.0,2495.0,18750.0,,56064.0,0.0003,7.389056
+0.0,283.4046,-13.123142,120.294914,310000.0,2577.0,19375.0,,57939.0,0.0003,7.389056
+0.0,274.54822,-12.967404,120.39127,320000.0,2658.0,20000.0,,59814.0,0.0003,7.389056
+4.0,266.3498,-121.57157,120.43796,330000.0,2740.0,20625.0,,61689.0,0.0003,5.2896137
+69.0,260.54538,-199.07681,120.481926,340000.0,2822.0,21250.0,,63564.0,0.0003,3.4869072
+95.0,255.8155,-243.16399,120.523415,350000.0,2904.0,21875.0,,65439.0,0.0003,2.294712
+147.0,252.79286,-255.71602,120.56262,360000.0,2986.0,22500.0,,67314.0,0.0003,1.5033296
+196.0,251.25792,-260.02274,120.56044,370000.0,3069.0,23125.0,,69189.0,0.0003,0.9878472
+257.0,251.40903,-249.32576,120.63492,380000.0,3150.0,23750.0,,71064.0,0.0003,0.65109867
+329.0,253.39854,-235.29356,120.66832,390000.0,3232.0,24375.0,,72939.0,0.0003,0.42982438
+413.0,257.38858,-225.25298,120.736496,400000.0,3313.0,25000.0,,74814.0,0.0003,0.2844419
+448.0,262.03763,-211.67397,120.801414,410000.0,3394.0,25625.0,,76689.0,0.0003,0.18891756
+510.0,267.9415,-195.33884,120.82854,420000.0,3476.0,26250.0,,78564.0,0.0003,0.12855858
+570.0,274.96613,-183.30585,120.88839,430000.0,3557.0,26875.0,,80439.0,0.0003,0.0897781
+602.0,282.3987,-169.1491,120.91234,440000.0,3639.0,27500.0,,82314.0,0.0003,0.06485326
+693.0,291.52316,-154.06853,120.935234,450000.0,3721.0,28125.0,,84189.0,0.0003,0.049452625
+779.0,302.1205,-141.5897,120.95714,460000.0,3803.0,28750.0,,86064.0,0.0003,0.038030293
+883.0,314.47964,-129.22672,120.97812,470000.0,3885.0,29375.0,,87939.0,0.0003,0.031389017
+958.0,327.88632,-121.62771,120.99824,480000.0,3967.0,30000.0,,89814.0,0.0003,0.024644172
+1005.0,341.70496,-109.67703,121.01753,490000.0,4049.0,30625.0,,91689.0,0.0003,0.020783756
+1101.0,356.89087,-102.55259,121.03607,500000.0,4131.0,31250.0,,93564.0,0.0003,0.019081954
+1246.0,374.32437,-93.04172,121.05388,510000.0,4213.0,31875.0,,95439.0,0.0003,0.016407436
+1423.0,394.4912,-84.83508,121.12742,520000.0,4293.0,32500.0,,97314.0,0.0003,0.015145302
+1534.0,415.99136,-77.52938,121.11517,530000.0,4376.0,33125.0,,99189.0,0.0003,0.014125088
+1663.0,439.08414,-71.12988,121.15773,540000.0,4457.0,33750.0,,101064.0,0.0003,0.014452286
+1865.0,465.00986,-65.91732,121.172066,550000.0,4539.0,34375.0,,102939.0,0.0003,0.014377975
+1972.0,491.9204,-59.744034,121.15967,560000.0,4622.0,35000.0,,104814.0,0.0003,0.014991062
+2196.0,521.8165,-53.97806,121.199234,570000.0,4703.0,35625.0,,106689.0,0.0003,0.015458604
+2294.0,552.37146,-49.108765,121.21212,580000.0,4785.0,36250.0,,108564.0,0.0003,0.015987331
+2488.0,585.1787,-45.340343,121.22457,590000.0,4867.0,36875.0,,110439.0,0.0003,0.017213566
+2765.0,621.50903,-41.26206,121.261116,600000.0,4948.0,37500.0,,112314.0,0.0003,0.01749655
+2905.0,658.9433,-38.466965,121.27237,610000.0,5030.0,38125.0,,114189.0,0.0003,0.017055389
+3145.0,699.041,-35.663033,121.25954,620000.0,5113.0,38750.0,,116064.0,0.0003,0.017138682
+3327.0,740.75464,-32.97959,121.270454,630000.0,5195.0,39375.0,,117939.0,0.0003,0.016891688
+3524.0,784.24286,-30.621906,121.304016,640000.0,5276.0,40000.0,,119814.0,0.0003,0.0183689
+3886.0,831.9622,-27.393587,121.31393,650000.0,5358.0,40625.0,,121689.0,0.0003,0.019175999
+4147.0,882.19006,-26.297335,121.32353,660000.0,5440.0,41250.0,,123564.0,0.0003,0.020641435
+4274.0,932.8141,-24.272345,121.35483,670000.0,5521.0,41875.0,,125439.0,0.0003,0.021063207
+4375.0,983.4345,-23.322504,121.385216,680000.0,5602.0,42500.0,,127314.0,0.0003,0.020990329
+4478.0,1034.0804,-21.869474,121.39339,690000.0,5684.0,43125.0,,129189.0,0.0003,0.020880807
+4872.0,1088.9078,-20.91645,121.40132,700000.0,5766.0,43750.0,,131064.0,0.0003,0.019730816
+5111.0,1145.557,-19.299925,121.40903,710000.0,5848.0,44375.0,,132939.0,0.0003,0.018917978
+5230.0,1202.2854,-18.243618,121.41653,720000.0,5930.0,45000.0,,134814.0,0.0003,0.019389024
+5380.0,1259.5143,-17.764832,121.444016,730000.0,6011.0,45625.0,,136689.0,0.0003,0.01833882
+5811.0,1321.0209,-17.07298,121.47078,740000.0,6092.0,46250.0,,138564.0,0.0003,0.01813967
+6002.0,1383.434,-15.931267,121.477165,750000.0,6174.0,46875.0,,140439.0,0.0003,0.019646252
+6269.0,1447.7178,-15.696791,121.483376,760000.0,6256.0,47500.0,,142314.0,0.0003,0.01905059
+6462.0,1512.8383,-14.552111,121.489426,770000.0,6338.0,48125.0,,144189.0,0.0003,0.020269819
+6655.0,1578.7634,-14.173682,121.51425,780000.0,6419.0,48750.0,,146064.0,0.0003,0.01844082
+6899.0,1646.1082,-13.839509,121.51977,790000.0,6501.0,49375.0,,147939.0,0.0003,0.01938239
+7074.0,1713.9568,-13.782297,121.5436,800000.0,6582.0,50000.0,,149814.0,0.0003,0.018800978
+7152.0,1781.0931,-12.887572,121.566864,810000.0,6663.0,50625.0,,151689.0,0.0003,0.017574605
+7251.0,1847.7993,-12.649214,121.58956,820000.0,6744.0,51250.0,,153564.0,0.0003,0.01760889
+7600.0,1917.103,-12.254286,121.5939,830000.0,6826.0,51875.0,,155439.0,0.0003,0.016863529
+7612.0,1984.8994,-11.772906,121.61575,840000.0,6907.0,52500.0,,157314.0,0.0003,0.016345885
+7646.0,2051.5005,-11.614601,121.61969,850000.0,6989.0,53125.0,,159189.0,0.0003,0.016055867
+7858.0,2119.018,-11.563397,121.60634,860000.0,7072.0,53750.0,,161064.0,0.0003,0.015654547
+8096.0,2187.719,-11.1335535,121.61029,870000.0,7154.0,54375.0,,162939.0,0.0003,0.014336173
+8175.0,2255.756,-10.538773,121.61415,880000.0,7236.0,55000.0,,164814.0,0.0003,0.014390395
+8184.0,2322.3657,-10.416814,121.63455,890000.0,7317.0,55625.0,,166689.0,0.0003,0.01413258
+8378.0,2389.6506,-10.36262,121.62162,900000.0,7400.0,56250.0,,168564.0,0.0003,0.014813549
+8505.0,2456.852,-9.923536,121.641495,910000.0,7481.0,56875.0,,170439.0,0.0003,0.015317811
+8595.0,2523.571,-10.142462,121.677025,920000.0,7561.0,57500.0,,172314.0,0.0003,0.016169615
+8461.0,2587.4146,-9.919947,121.69589,930000.0,7642.0,58125.0,,174189.0,0.0003,0.018201126
+8497.0,2650.2825,-9.960239,121.6986,940000.0,7724.0,58750.0,,176064.0,0.0003,0.016317245
+8501.0,2711.869,-10.020931,121.68567,950000.0,7807.0,59375.0,,177939.0,0.0003,0.015012508
+8611.0,2773.3184,-9.796784,121.68842,960000.0,7889.0,60000.0,,179814.0,0.0003,0.014999878
+8515.0,2832.511,-9.706606,121.69113,970000.0,7971.0,60625.0,,181689.0,0.0003,0.017018337
+8368.0,2888.9956,-9.944924,121.70889,980000.0,8052.0,61250.0,,183564.0,0.0003,0.017159846
+8280.0,2943.4502,-9.957485,121.7263,990000.0,8133.0,61875.0,,185439.0,0.0003,0.018521048
+8010.0,2994.1157,-9.762129,121.728546,1000000.0,8215.0,62500.0,,187314.0,0.0003,0.018773742
+8057.0,3072.6855,-9.487524,121.76009,1010000.0,8295.0,63125.0,,189189.0,0.0003,0.01968076
+7825.0,3146.0688,-9.598883,121.76197,1020000.0,8377.0,63750.0,,191064.0,0.0003,0.018878836
+7825.0,3219.2805,-9.971759,121.7782,1030000.0,8458.0,64375.0,,192939.0,0.0003,0.019056533
+7796.0,3291.9463,-9.756029,121.79412,1040000.0,8539.0,65000.0,,194814.0,0.0003,0.01996661
+7712.0,3364.0024,-9.517321,121.795616,1050000.0,8621.0,65625.0,,196689.0,0.0003,0.019718857
+7664.0,3435.7456,-9.328685,121.81108,1060000.0,8702.0,66250.0,,198564.0,0.0003,0.019403758
+7451.0,3505.212,-9.827037,121.826256,1070000.0,8783.0,66875.0,,200439.0,0.0003,0.020231675
+7390.0,3573.9429,-9.46766,121.841156,1080000.0,8864.0,67500.0,,202314.0,0.0003,0.020905575
+7397.0,3642.77,-9.809539,121.85578,1090000.0,8945.0,68125.0,,204189.0,0.0003,0.02133503
+7406.0,3711.83,-9.743397,121.870155,1100000.0,9026.0,68750.0,,206064.0,0.0003,0.021741504
+7377.0,3780.44,-9.920769,121.89765,1110000.0,9106.0,69375.0,,207939.0,0.0003,0.02292676
+7365.0,3848.35,-10.18694,121.898125,1120000.0,9188.0,70000.0,,209814.0,0.0003,0.023608318
+7295.0,3914.95,-10.57028,121.8986,1130000.0,9270.0,70625.0,,211689.0,0.0003,0.023644626
+7286.0,3981.82,-9.960722,121.899055,1140000.0,9352.0,71250.0,,213564.0,0.0003,0.02419768
+7366.0,4050.21,-10.492437,121.91244,1150000.0,9433.0,71875.0,,215439.0,0.0003,0.023634797
+7398.0,4119.8,-10.265402,121.92558,1160000.0,9514.0,72500.0,,217314.0,0.0003,0.023696778
+7398.0,4190.25,-10.405911,121.93851,1170000.0,9595.0,73125.0,,219189.0,0.0003,0.023976259
+7409.0,4261.47,-10.418436,121.938614,1180000.0,9677.0,73750.0,,221064.0,0.0003,0.02404125
+7448.0,4334.93,-10.891193,121.95122,1190000.0,9758.0,74375.0,,222939.0,0.0003,0.02378619
+7601.0,4410.92,-10.88335,121.963615,1200000.0,9839.0,75000.0,,224814.0,0.0003,0.023851914
+7694.0,4487.86,-10.847465,121.97581,1210000.0,9920.0,75625.0,,226689.0,0.0003,0.023966119
+7787.0,4565.73,-11.54312,121.9878,1220000.0,10001.0,76250.0,,228564.0,0.0003,0.024852775
+7961.0,4645.34,-11.158851,121.9996,1230000.0,10082.0,76875.0,,230439.0,0.0003,0.024123322
+8007.0,4725.41,-11.5866785,121.999214,1240000.0,10164.0,77500.0,,232314.0,0.0003,0.024884794
+8046.0,4805.87,-11.468917,122.010735,1250000.0,10245.0,78125.0,,234189.0,0.0003,0.025029624
+8062.0,4886.49,-11.860419,122.02208,1260000.0,10326.0,78750.0,,236064.0,0.0003,0.025924573
+8075.0,4967.24,-11.873073,122.03325,1270000.0,10407.0,79375.0,,237939.0,0.0003,0.025625072
+8133.0,5048.57,-12.0328245,122.04424,1280000.0,10488.0,80000.0,,239814.0,0.0003,0.025224289
+8083.0,5129.4,-11.972175,122.04352,1290000.0,10570.0,80625.0,,241689.0,0.0003,0.025120698
+8137.0,5210.77,-12.160469,122.04281,1300000.0,10652.0,81250.0,,243564.0,0.0003,0.025112968
+8071.0,5291.48,-12.050151,122.05348,1310000.0,10733.0,81875.0,,245439.0,0.0003,0.025327938
+8259.0,5374.07,-12.16685,122.06399,1320000.0,10814.0,82500.0,,247314.0,0.0003,0.025207192
+8214.0,5456.17,-12.469232,122.06314,1330000.0,10896.0,83125.0,,249189.0,0.0003,0.025327187
+8231.0,5537.79,-12.839186,122.073425,1340000.0,10977.0,83750.0,,251064.0,0.0003,0.024921754
+8243.0,5619.27,-12.731532,122.07252,1350000.0,11059.0,84375.0,,252939.0,0.0003,0.024090834
+8227.0,5700.07,-12.706639,122.08259,1360000.0,11140.0,85000.0,,254814.0,0.0003,0.02443029
+8200.0,5780.11,-12.445457,122.09251,1370000.0,11221.0,85625.0,,256689.0,0.0003,0.024265563
+8076.0,5858.3,-12.737847,122.10228,1380000.0,11302.0,86250.0,,258564.0,0.0003,0.024339551
+7960.0,5934.61,-12.467661,122.1012,1390000.0,11384.0,86875.0,,260439.0,0.0003,0.024066404
+7913.0,6009.61,-12.573869,122.11077,1400000.0,11465.0,87500.0,,262314.0,0.0003,0.024734668
+7924.0,6084.37,-12.452262,122.10964,1410000.0,11547.0,88125.0,,264189.0,0.0003,0.023849007
+7875.0,6158.02,-12.576887,122.10852,1420000.0,11629.0,88750.0,,266064.0,0.0003,0.02458916
+7595.0,6228.27,-12.172574,122.10742,1430000.0,11711.0,89375.0,,267939.0,0.0003,0.02437281
+7576.0,6298.01,-12.571156,122.10633,1440000.0,11793.0,90000.0,,269814.0,0.0003,0.025008908
+7504.0,6366.12,-12.536423,122.11555,1450000.0,11874.0,90625.0,,271689.0,0.0003,0.02465819
+7507.0,6433.4,-12.855282,122.10421,1460000.0,11957.0,91250.0,,273564.0,0.0003,0.025519265
+7582.0,6500.39,-12.827479,122.103165,1470000.0,12039.0,91875.0,,275439.0,0.0003,0.024669927
+7500.0,6565.81,-12.558502,122.11221,1480000.0,12120.0,92500.0,,277314.0,0.0003,0.025839176
+7667.0,6632.43,-12.942261,122.12114,1490000.0,12201.0,93125.0,,279189.0,0.0003,0.025892839
+7861.0,6700.03,-12.575982,122.129944,1500000.0,12282.0,93750.0,,281064.0,0.0003,0.02580991
+7776.0,6765.33,-12.873574,122.13864,1510000.0,12363.0,94375.0,,282939.0,0.0003,0.026851667
+7831.0,6829.41,-12.738736,122.137405,1520000.0,12445.0,95000.0,,284814.0,0.0003,0.026950974
+7711.0,6891.18,-12.893983,122.155685,1530000.0,12525.0,95625.0,,286689.0,0.0003,0.026674408
+7702.0,6951.57,-12.833224,122.15436,1540000.0,12607.0,96250.0,,288564.0,0.0003,0.027557487
+7743.0,7010.35,-12.988028,122.1723,1550000.0,12687.0,96875.0,,290439.0,0.0003,0.027389698
+7660.0,7067.23,-13.007716,122.17088,1560000.0,12769.0,97500.0,,292314.0,0.0003,0.02804216
+7609.0,7121.36,-13.050001,122.178986,1570000.0,12850.0,98125.0,,294189.0,0.0003,0.028316826
+7657.0,7174.99,-12.6741705,122.18699,1580000.0,12931.0,98750.0,,296064.0,0.0003,0.027816668
+7560.0,7225.71,-13.281656,122.18551,1590000.0,13013.0,99375.0,,297939.0,0.0003,0.027811527
+7496.0,7273.02,-13.325476,122.18404,1600000.0,13095.0,100000.0,,299814.0,0.0003,0.02863396
+7453.0,7318.5,-13.213246,122.191864,1610000.0,13176.0,100625.0,,301689.0,0.0003,0.02881394
+7349.0,7360.54,-13.738825,122.19038,1620000.0,13258.0,101250.0,,303564.0,0.0003,0.028385691
+7275.0,7400.02,-13.6476965,122.1889,1630000.0,13340.0,101875.0,,305439.0,0.0003,0.029118516
+7105.0,7435.83,-13.593692,122.187454,1640000.0,13422.0,102500.0,,307314.0,0.0003,0.028866906
+6871.0,7465.68,-13.368976,122.19507,1650000.0,13503.0,103125.0,,309189.0,0.0003,0.029319273
+6633.0,7490.54,-14.0421505,122.193596,1660000.0,13585.0,103750.0,,311064.0,0.0003,0.02947881
+6311.0,7510.91,-14.005836,122.20108,1670000.0,13666.0,104375.0,,312939.0,0.0003,0.029116575
+6231.0,7529.47,-14.289849,122.21737,1680000.0,13746.0,105000.0,,314814.0,0.0003,0.030006
+5939.0,7544.08,-14.198683,122.2158,1690000.0,13828.0,105625.0,,316689.0,0.0003,0.030132584
+5947.0,7554.83,-14.091738,122.23181,1700000.0,13908.0,106250.0,,318564.0,0.0003,0.030202935
+5632.0,7560.04,-14.467356,122.2389,1710000.0,13989.0,106875.0,,320439.0,0.0003,0.030908084
+5553.0,7563.27,-15.09518,122.24591,1720000.0,14070.0,107500.0,,322314.0,0.0003,0.031868458
+5402.0,7563.49,-14.805544,122.252846,1730000.0,14151.0,108125.0,,324189.0,0.0003,0.032098558
+5290.0,7558.28,-14.577837,122.25111,1740000.0,14233.0,108750.0,,326064.0,0.0003,0.032892168
+5158.0,7549.84,-14.109564,122.25793,1750000.0,14314.0,109375.0,,327939.0,0.0003,0.03413993
+5157.0,7538.72,-14.996949,122.25618,1760000.0,14396.0,110000.0,,329814.0,0.0003,0.033802837
+4991.0,7524.01,-15.53447,122.24601,1770000.0,14479.0,110625.0,,331689.0,0.0003,0.033117723
+4862.0,7506.08,-14.878884,122.25275,1780000.0,14560.0,111250.0,,333564.0,0.0003,0.032745298
+4758.0,7484.67,-15.046636,122.26776,1790000.0,14640.0,111875.0,,335439.0,0.0003,0.03310184
+4678.0,7460.71,-15.76369,122.2743,1800000.0,14721.0,112500.0,,337314.0,0.0003,0.033633173
+4629.0,7435.48,-14.87362,122.272514,1810000.0,14803.0,113125.0,,339189.0,0.0003,0.03404793
+4545.0,7408.42,-15.279332,122.270744,1820000.0,14885.0,113750.0,,341064.0,0.0003,0.034257036
+4303.0,7375.45,-15.022694,122.26899,1830000.0,14967.0,114375.0,,342939.0,0.0003,0.0344402
+4274.0,7342.07,-15.50305,122.28351,1840000.0,15047.0,115000.0,,344814.0,0.0003,0.03355
+4258.0,7308.19,-15.436929,122.28171,1850000.0,15129.0,115625.0,,346689.0,0.0003,0.033022974
+4364.0,7273.25,-15.349847,122.27993,1860000.0,15211.0,116250.0,,348564.0,0.0003,0.032146003
+4404.0,7236.33,-15.446014,122.28616,1870000.0,15292.0,116875.0,,350439.0,0.0003,0.031825062
+4470.0,7199.28,-15.05304,122.29233,1880000.0,15373.0,117500.0,,352314.0,0.0003,0.031595454
+4498.0,7162.42,-14.83398,122.29843,1890000.0,15454.0,118125.0,,354189.0,0.0003,0.03159784
+4655.0,7125.19,-14.548227,122.2966,1900000.0,15536.0,118750.0,,356064.0,0.0003,0.030378593
+4689.0,7087.03,-15.108831,122.30262,1910000.0,15617.0,119375.0,,357939.0,0.0003,0.02888359
+4826.0,7049.34,-14.949866,122.30857,1920000.0,15698.0,120000.0,,359814.0,0.0003,0.029366773
+4907.0,7013.8,-14.721122,122.31447,1930000.0,15779.0,120625.0,,361689.0,0.0003,0.030494582
+5157.0,6980.4,-14.927528,122.31259,1940000.0,15861.0,121250.0,,363564.0,0.0003,0.03104381
+5184.0,6947.23,-14.335358,122.318405,1950000.0,15942.0,121875.0,,365439.0,0.0003,0.030014023
+5141.0,6912.53,-14.375138,122.31653,1960000.0,16024.0,122500.0,,367314.0,0.0003,0.030391145
+5141.0,6878.79,-15.03397,122.32226,1970000.0,16105.0,123125.0,,369189.0,0.0003,0.030364962
+5018.0,6845.29,-14.506004,122.32038,1980000.0,16187.0,123750.0,,371064.0,0.0003,0.030392256
+5083.0,6813.32,-14.773333,122.34108,1990000.0,16266.0,124375.0,,372939.0,0.0003,0.029343272
+5081.0,6784.03,-14.535915,122.37656,2000000.0,16343.0,125000.0,,374814.0,0.0003,0.028852616

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_metrics_eval.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 6784.02978515625,
+    "strength": 4434.07275390625,
+    "max_strength": 8156.0,
+    "final_strength": 4626.0,
+    "sample_efficiency": 8.289018751383992e-07,
+    "training_efficiency": 4.4093771975894924e-06,
+    "stability": 0.9919182062149048
+  },
+  "local": {
+    "mean_returns": [
+      200.0,
+      486.6666564941406,
+      503.8461608886719,
+      529.4117431640625,
+      506.3829650878906,
+      489.6551818847656,
+      504.4117736816406,
+      516.8831176757812,
+      514.2857055664062,
+      500.0,
+      516.0,
+      574.0,
+      635.0,
+      599.0,
+      527.0,
+      439.0,
+      353.0,
+      287.0,
+      102.0,
+      2.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      4.0,
+      69.0,
+      95.0,
+      147.0,
+      196.0,
+      257.0,
+      329.0,
+      413.0,
+      448.0,
+      510.0,
+      570.0,
+      602.0,
+      693.0,
+      779.0,
+      883.0,
+      958.0,
+      1005.0,
+      1101.0,
+      1246.0,
+      1423.0,
+      1534.0,
+      1663.0,
+      1865.0,
+      1972.0,
+      2196.0,
+      2294.0,
+      2488.0,
+      2765.0,
+      2905.0,
+      3145.0,
+      3327.0,
+      3524.0,
+      3886.0,
+      4147.0,
+      4274.0,
+      4375.0,
+      4478.0,
+      4872.0,
+      5111.0,
+      5230.0,
+      5380.0,
+      5811.0,
+      6002.0,
+      6269.0,
+      6462.0,
+      6655.0,
+      6899.0,
+      7074.0,
+      7152.0,
+      7251.0,
+      7600.0,
+      7612.0,
+      7646.0,
+      7858.0,
+      8096.0,
+      8175.0,
+      8184.0,
+      8378.0,
+      8505.0,
+      8595.0,
+      8461.0,
+      8497.0,
+      8501.0,
+      8611.0,
+      8515.0,
+      8368.0,
+      8280.0,
+      8010.0,
+      8057.0,
+      7825.0,
+      7825.0,
+      7796.0,
+      7712.0,
+      7664.0,
+      7451.0,
+      7390.0,
+      7397.0,
+      7406.0,
+      7377.0,
+      7365.0,
+      7295.0,
+      7286.0,
+      7366.0,
+      7398.0,
+      7398.0,
+      7409.0,
+      7448.0,
+      7601.0,
+      7694.0,
+      7787.0,
+      7961.0,
+      8007.0,
+      8046.0,
+      8062.0,
+      8075.0,
+      8133.0,
+      8083.0,
+      8137.0,
+      8071.0,
+      8259.0,
+      8214.0,
+      8231.0,
+      8243.0,
+      8227.0,
+      8200.0,
+      8076.0,
+      7960.0,
+      7913.0,
+      7924.0,
+      7875.0,
+      7595.0,
+      7576.0,
+      7504.0,
+      7507.0,
+      7582.0,
+      7500.0,
+      7667.0,
+      7861.0,
+      7776.0,
+      7831.0,
+      7711.0,
+      7702.0,
+      7743.0,
+      7660.0,
+      7609.0,
+      7657.0,
+      7560.0,
+      7496.0,
+      7453.0,
+      7349.0,
+      7275.0,
+      7105.0,
+      6871.0,
+      6633.0,
+      6311.0,
+      6231.0,
+      5939.0,
+      5947.0,
+      5632.0,
+      5553.0,
+      5402.0,
+      5290.0,
+      5158.0,
+      5157.0,
+      4991.0,
+      4862.0,
+      4758.0,
+      4678.0,
+      4629.0,
+      4545.0,
+      4303.0,
+      4274.0,
+      4258.0,
+      4364.0,
+      4404.0,
+      4470.0,
+      4498.0,
+      4655.0,
+      4689.0,
+      4826.0,
+      4907.0,
+      5157.0,
+      5184.0,
+      5141.0,
+      5141.0,
+      5018.0,
+      5083.0,
+      5081.0
+    ],
+    "strengths": [
+      -255.0,
+      31.666656494140625,
+      48.846160888671875,
+      74.4117431640625,
+      51.382965087890625,
+      34.655181884765625,
+      49.411773681640625,
+      61.88311767578125,
+      59.28570556640625,
+      45.0,
+      61.0,
+      119.0,
+      180.0,
+      144.0,
+      72.0,
+      -16.0,
+      -102.0,
+      -168.0,
+      -353.0,
+      -453.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -451.0,
+      -386.0,
+      -360.0,
+      -308.0,
+      -259.0,
+      -198.0,
+      -126.0,
+      -42.0,
+      -7.0,
+      55.0,
+      115.0,
+      147.0,
+      238.0,
+      324.0,
+      428.0,
+      503.0,
+      550.0,
+      646.0,
+      791.0,
+      968.0,
+      1079.0,
+      1208.0,
+      1410.0,
+      1517.0,
+      1741.0,
+      1839.0,
+      2033.0,
+      2310.0,
+      2450.0,
+      2690.0,
+      2872.0,
+      3069.0,
+      3431.0,
+      3692.0,
+      3819.0,
+      3920.0,
+      4023.0,
+      4417.0,
+      4656.0,
+      4775.0,
+      4925.0,
+      5356.0,
+      5547.0,
+      5814.0,
+      6007.0,
+      6200.0,
+      6444.0,
+      6619.0,
+      6697.0,
+      6796.0,
+      7145.0,
+      7157.0,
+      7191.0,
+      7403.0,
+      7641.0,
+      7720.0,
+      7729.0,
+      7923.0,
+      8050.0,
+      8140.0,
+      8006.0,
+      8042.0,
+      8046.0,
+      8156.0,
+      8060.0,
+      7913.0,
+      7825.0,
+      7555.0,
+      7602.0,
+      7370.0,
+      7370.0,
+      7341.0,
+      7257.0,
+      7209.0,
+      6996.0,
+      6935.0,
+      6942.0,
+      6951.0,
+      6922.0,
+      6910.0,
+      6840.0,
+      6831.0,
+      6911.0,
+      6943.0,
+      6943.0,
+      6954.0,
+      6993.0,
+      7146.0,
+      7239.0,
+      7332.0,
+      7506.0,
+      7552.0,
+      7591.0,
+      7607.0,
+      7620.0,
+      7678.0,
+      7628.0,
+      7682.0,
+      7616.0,
+      7804.0,
+      7759.0,
+      7776.0,
+      7788.0,
+      7772.0,
+      7745.0,
+      7621.0,
+      7505.0,
+      7458.0,
+      7469.0,
+      7420.0,
+      7140.0,
+      7121.0,
+      7049.0,
+      7052.0,
+      7127.0,
+      7045.0,
+      7212.0,
+      7406.0,
+      7321.0,
+      7376.0,
+      7256.0,
+      7247.0,
+      7288.0,
+      7205.0,
+      7154.0,
+      7202.0,
+      7105.0,
+      7041.0,
+      6998.0,
+      6894.0,
+      6820.0,
+      6650.0,
+      6416.0,
+      6178.0,
+      5856.0,
+      5776.0,
+      5484.0,
+      5492.0,
+      5177.0,
+      5098.0,
+      4947.0,
+      4835.0,
+      4703.0,
+      4702.0,
+      4536.0,
+      4407.0,
+      4303.0,
+      4223.0,
+      4174.0,
+      4090.0,
+      3848.0,
+      3819.0,
+      3803.0,
+      3909.0,
+      3949.0,
+      4015.0,
+      4043.0,
+      4200.0,
+      4234.0,
+      4371.0,
+      4452.0,
+      4702.0,
+      4729.0,
+      4686.0,
+      4686.0,
+      4563.0,
+      4628.0,
+      4626.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      0.00010708955232985318,
+      0.0001277369592571631,
+      0.0002041277039097622,
+      0.0003984293434768915,
+      0.0013409227831289172,
+      -0.0005121500580571592,
+      -0.0001783254265319556,
+      -0.00010658246901584789,
+      -8.05522795417346e-05,
+      -5.972434883005917e-05,
+      -3.84977538487874e-05,
+      -2.369175126659684e-05,
+      -1.7398468116880395e-05,
+      -1.5170053302426822e-05,
+      -1.56200876517687e-05,
+      -1.8945493138744496e-05,
+      -2.7319476430420764e-05,
+      -0.00011033804912585765,
+      5.5815642554080114e-05,
+      2.5626221031416208e-05,
+      1.7792748622014187e-05,
+      1.415023780282354e-05,
+      1.2022050214000046e-05,
+      1.0612475307425484e-05,
+      9.601235433365218e-06,
+      8.834437721816357e-06,
+      8.2288752309978e-06,
+      7.73557803768199e-06,
+      7.32381158741191e-06,
+      6.973288691369817e-06,
+      6.67006179355667e-06,
+      6.406381544366013e-06,
+      6.204070359672187e-06,
+      6.0312381719995756e-06,
+      5.893581146665383e-06,
+      5.783951564808376e-06,
+      5.703272563550854e-06,
+      5.652965683111688e-06,
+      5.636212790705031e-06,
+      5.633383807435166e-06,
+      5.656153007294051e-06,
+      5.705628609575797e-06,
+      5.772076747234678e-06,
+      5.886923190701054e-06,
+      6.057989139662823e-06,
+      6.312693130894331e-06,
+      6.661358384008054e-06,
+      7.119130259525264e-06,
+      7.793268196110148e-06,
+      8.91455783857964e-06,
+      1.1065470062021632e-05,
+      1.5855797755648382e-05,
+      3.553889473550953e-05,
+      -5.082341522211209e-05,
+      -1.2222993973409757e-05,
+      -5.8335122048447374e-06,
+      -3.3725273169693537e-06,
+      -2.0312015749368584e-06,
+      -1.1761854921132908e-06,
+      -6.217042596290412e-07,
+      -2.2442212355144875e-07,
+      6.460761170501428e-08,
+      2.827706282459985e-07,
+      4.5860036834710627e-07,
+      5.969529297544796e-07,
+      7.037900786599494e-07,
+      7.874403422647447e-07,
+      8.540767453268927e-07,
+      9.11262702629756e-07,
+      9.584772442394751e-07,
+      9.966751122192363e-07,
+      1.0279702564730542e-06,
+      1.0549971420914517e-06,
+      1.0771695997391362e-06,
+      1.0955579909932567e-06,
+      1.110539301407698e-06,
+      1.1226708238609717e-06,
+      1.1324742672513821e-06,
+      1.1401979236325133e-06,
+      1.1460816722319578e-06,
+      1.150451225839788e-06,
+      1.153652192442678e-06,
+      1.1557029893083381e-06,
+      1.1568034778974834e-06,
+      1.157113160843437e-06,
+      1.156723556050565e-06,
+      1.155731638391444e-06,
+      1.1542372249095934e-06,
+      1.1522748764036805e-06,
+      1.1499162155814702e-06,
+      1.1472233154563583e-06,
+      1.1443185030657332e-06,
+      1.1411817695261561e-06,
+      1.1378587032595533e-06,
+      1.1343335017954814e-06,
+      1.130719510911149e-06,
+      1.1270600452917279e-06,
+      1.1233452141823363e-06,
+      1.1196751756870071e-06,
+      1.1159083896927768e-06,
+      1.1121938996438985e-06,
+      1.1084237030445365e-06,
+      1.104621446756937e-06,
+      1.1008229421349824e-06,
+      1.09701534256601e-06,
+      1.0932901659543859e-06,
+      1.0895699915636214e-06,
+      1.0858232144528301e-06,
+      1.082053472600819e-06,
+      1.078285777111887e-06,
+      1.0745141025836347e-06,
+      1.070772782441054e-06,
+      1.0670308938642847e-06,
+      1.0632431894919137e-06,
+      1.0594399100227747e-06,
+      1.0556409506534692e-06,
+      1.0518425597183523e-06,
+      1.0480318906047614e-06,
+      1.0441505082781077e-06,
+      1.040235247273813e-06,
+      1.0362895181970089e-06,
+      1.032273871715006e-06,
+      1.0282601579092443e-06,
+      1.0242538337479346e-06,
+      1.0202679732174147e-06,
+      1.0163047363676014e-06,
+      1.0123417268914636e-06,
+      1.008434992399998e-06,
+      1.0045312137663132e-06,
+      1.0006912134485901e-06,
+      9.967884579964448e-07,
+      9.929409543474321e-07,
+      9.891174386211787e-07,
+      9.853205256149522e-07,
+      9.815636303756037e-07,
+      9.778510730029666e-07,
+      9.742278734847787e-07,
+      9.706872106107767e-07,
+      9.67194978329644e-07,
+      9.637234370529768e-07,
+      9.602999853086658e-07,
+      9.570283054927131e-07,
+      9.537860705677303e-07,
+      9.505965294920316e-07,
+      9.474255193708814e-07,
+      9.442412078897178e-07,
+      9.41113739827415e-07,
+      9.379332936987339e-07,
+      9.346908882434946e-07,
+      9.31509418933274e-07,
+      9.28327722249378e-07,
+      9.252204904441896e-07,
+      9.221390655511641e-07,
+      9.190622449750663e-07,
+      9.160420972875727e-07,
+      9.130639568866172e-07,
+      9.100864986066881e-07,
+      9.071692375073326e-07,
+      9.042972806128091e-07,
+      9.014614761326811e-07,
+      8.986852435555193e-07,
+      8.959554520515667e-07,
+      8.933090498430829e-07,
+      8.907690016712877e-07,
+      8.883344548848982e-07,
+      8.860358207130048e-07,
+      8.837764085001254e-07,
+      8.816376180220686e-07,
+      8.795015560281172e-07,
+      8.77492823292414e-07,
+      8.755186513553781e-07,
+      8.736063819014817e-07,
+      8.717402124602813e-07,
+      8.699274758328102e-07,
+      8.681173540026066e-07,
+      8.663731136948627e-07,
+      8.646799756206747e-07,
+      8.63027935338323e-07,
+      8.614074431534391e-07,
+      8.59806618791481e-07,
+      8.582386499256245e-07,
+      8.567636768930242e-07,
+      8.552996177968453e-07,
+      8.538416977899033e-07,
+      8.523433052687324e-07,
+      8.508303039889142e-07,
+      8.492929168824048e-07,
+      8.477462074552022e-07,
+      8.461411766802485e-07,
+      8.445255161859677e-07,
+      8.428604587606969e-07,
+      8.411680596509541e-07,
+      8.393849952881283e-07,
+      8.37596815017605e-07,
+      8.358299510291545e-07,
+      8.340682029484014e-07,
+      8.323574434143666e-07,
+      8.306270729008247e-07,
+      8.289024435725878e-07
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.000636231736280024,
+      0.0007628700695931911,
+      0.0012284449767321348,
+      0.0024099284783005714,
+      0.008136407472193241,
+      -0.0031207329593598843,
+      -0.0010921199573203921,
+      -0.0006558222230523825,
+      -0.0004973647301085293,
+      -0.00037043809425085783,
+      -0.0002409243315923959,
+      -0.00015044549945741892,
+      -0.00011190921941306442,
+      -9.823215805226937e-05,
+      -0.00010100071085616946,
+      -0.00012150104157626629,
+      -0.00017321069026365876,
+      -0.0006864375318400562,
+      0.0003410376375541091,
+      0.00015446219185832888,
+      0.00010611418838379905,
+      8.367506961803883e-05,
+      7.059489144012332e-05,
+      6.195394962560385e-05,
+      5.5772234190953895e-05,
+      5.10984864376951e-05,
+      4.741850352729671e-05,
+      4.442972567630932e-05,
+      4.194233406451531e-05,
+      3.9831091271480545e-05,
+      3.800992635660805e-05,
+      3.6430668842513114e-05,
+      3.522221595630981e-05,
+      3.419248969294131e-05,
+      3.337433736305684e-05,
+      3.27242560160812e-05,
+      3.224688407499343e-05,
+      3.194982127752155e-05,
+      3.185107925673947e-05,
+      3.183443550369702e-05,
+      3.196818943251856e-05,
+      3.2258401915896684e-05,
+      3.264765109634027e-05,
+      3.3319603971904144e-05,
+      3.431938239373267e-05,
+      3.580651173251681e-05,
+      3.7840483855688944e-05,
+      4.050892675877549e-05,
+      4.443606303539127e-05,
+      5.096448876429349e-05,
+      6.348219903884456e-05,
+      9.13517433218658e-05,
+      0.00020584280719049275,
+      -0.00029646256007254124,
+      -7.194154022727162e-05,
+      -3.4770197089528665e-05,
+      -2.044862230832223e-05,
+      -1.2639226952160243e-05,
+      -7.658120921405498e-06,
+      -4.425299721333431e-06,
+      -2.1067496618343284e-06,
+      -4.1797957806011254e-07,
+      8.585041655351233e-07,
+      1.8889807051891694e-06,
+      2.7013766157324426e-06,
+      3.3301269013463752e-06,
+      3.823702172667254e-06,
+      4.218072263029171e-06,
+      4.557686224870849e-06,
+      4.83921030536294e-06,
+      5.068037353339605e-06,
+      5.256539225229062e-06,
+      5.420376510301139e-06,
+      5.555812094826251e-06,
+      5.6691615100135095e-06,
+      5.762539331044536e-06,
+      5.839197910972871e-06,
+      5.902224984311033e-06,
+      5.953007530479226e-06,
+      5.99287386648939e-06,
+      6.0237607613089494e-06,
+      6.047878741810564e-06,
+      6.065077741368441e-06,
+      6.076564204704482e-06,
+      6.083400421630358e-06,
+      6.086130724725081e-06,
+      6.085220320528606e-06,
+      6.081219453335507e-06,
+      6.074450539017562e-06,
+      6.065292382118059e-06,
+      6.054088316886919e-06,
+      6.041444976290222e-06,
+      6.0273491726547945e-06,
+      6.012058747728588e-06,
+      5.995540050207637e-06,
+      5.978357876301743e-06,
+      5.960753696854226e-06,
+      5.942707502981648e-06,
+      5.92473361393786e-06,
+      5.906157639401499e-06,
+      5.887729912501527e-06,
+      5.868928383279126e-06,
+      5.849880835739896e-06,
+      5.830775535287103e-06,
+      5.811556547996588e-06,
+      5.7926936278818175e-06,
+      5.773802513431292e-06,
+      5.754726771556307e-06,
+      5.735490503866458e-06,
+      5.716222858609399e-06,
+      5.696897460438777e-06,
+      5.677693479810841e-06,
+      5.6584553931315895e-06,
+      5.638952188746771e-06,
+      5.61934029974509e-06,
+      5.599726591754006e-06,
+      5.5800915106374305e-06,
+      5.560370937018888e-06,
+      5.54026291865739e-06,
+      5.5199598136823624e-06,
+      5.499479357240489e-06,
+      5.478617822518572e-06,
+      5.457750376081094e-06,
+      5.436904302769108e-06,
+      5.4161496336746495e-06,
+      5.395498646976193e-06,
+      5.374835382099263e-06,
+      5.354452241590479e-06,
+      5.334072284313152e-06,
+      5.314014742907602e-06,
+      5.293617959978292e-06,
+      5.273499482427724e-06,
+      5.253497420198983e-06,
+      5.233624960965244e-06,
+      5.213952590565896e-06,
+      5.194504865357885e-06,
+      5.17551643497427e-06,
+      5.156954102858435e-06,
+      5.138638243806781e-06,
+      5.120424702909077e-06,
+      5.102457635075552e-06,
+      5.085280918137869e-06,
+      5.068252903583925e-06,
+      5.0514977374405134e-06,
+      5.034834430261981e-06,
+      5.018096544517903e-06,
+      5.001652880309848e-06,
+      4.984925908502191e-06,
+      4.967868790117791e-06,
+      4.951128630636958e-06,
+      4.9343821046932135e-06,
+      4.9180243877344765e-06,
+      4.901799457002198e-06,
+      4.885595444648061e-06,
+      4.869686108577298e-06,
+      4.8539950512349606e-06,
+      4.838304448639974e-06,
+      4.82292807646445e-06,
+      4.807787718164036e-06,
+      4.792835170519538e-06,
+      4.778194124810398e-06,
+      4.763796368933981e-06,
+      4.749835170514416e-06,
+      4.736433311336441e-06,
+      4.723586698673898e-06,
+      4.711454948846949e-06,
+      4.69952829007525e-06,
+      4.688236913352739e-06,
+      4.676958269556053e-06,
+      4.666351287596626e-06,
+      4.655924840335501e-06,
+      4.645823992177611e-06,
+      4.635966433852445e-06,
+      4.6263889998954255e-06,
+      4.6168242988642305e-06,
+      4.607607024809113e-06,
+      4.59865896118572e-06,
+      4.589926902553998e-06,
+      4.58136082670535e-06,
+      4.572897523758002e-06,
+      4.564607934298692e-06,
+      4.5568085624836385e-06,
+      4.5490664888347965e-06,
+      4.541355792753166e-06,
+      4.533430455921916e-06,
+      4.5254269025463145e-06,
+      4.517294655670412e-06,
+      4.50911147709121e-06,
+      4.500619979808107e-06,
+      4.492071184358792e-06,
+      4.483260454435367e-06,
+      4.474303750612307e-06,
+      4.464867288334062e-06,
+      4.455402631720062e-06,
+      4.446050752449082e-06,
+      4.436724793777103e-06,
+      4.427668500284199e-06,
+      4.41850716015324e-06,
+      4.40937583334744e-06
+    ],
+    "stabilities": [
+      1.0,
+      1.0,
+      1.0,
+      0.6905222535133362,
+      0.6744488477706909,
+      1.0,
+      1.0,
+      0.9580271244049072,
+      0.7590362429618835,
+      1.0,
+      1.0,
+      1.0,
+      0.800000011920929,
+      0.5,
+      -0.2222222089767456,
+      -4.375,
+      0.3529411554336548,
+      -0.10119044780731201,
+      0.7167139053344727,
+      0.9955849647521973,
+      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,
+      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,
+      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,
+      1.0,
+      1.0,
+      0.9835380911827087,
+      1.0,
+      1.0,
+      1.0,
+      0.988229513168335,
+      0.9817618131637573,
+      0.9888790845870972,
+      0.965495228767395,
+      1.0,
+      0.9694817066192627,
+      1.0,
+      0.9960651397705078,
+      0.9885573983192444,
+      0.9933856725692749,
+      0.9704536199569702,
+      0.991280734539032,
+      1.0,
+      1.0,
+      0.9958279132843018,
+      0.9982663989067078,
+      0.9898697733879089,
+      0.9986842274665833,
+      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,
+      0.9934878945350647,
+      1.0,
+      0.9914084672927856,
+      1.0,
+      0.9942337274551392,
+      1.0,
+      1.0,
+      0.9979455471038818,
+      0.9965260028839111,
+      0.9839896559715271,
+      0.984778881072998,
+      0.993737518787384,
+      1.0,
+      0.9934395551681519,
+      0.9622641801834106,
+      0.9973389506340027,
+      0.9898890852928162,
+      1.0,
+      1.0,
+      0.9884944558143616,
+      1.0,
+      1.0,
+      0.9885228276252747,
+      1.0,
+      0.9837310314178467,
+      0.9987596273422241,
+      1.0,
+      0.9886114001274109,
+      0.9929215908050537,
+      1.0,
+      0.9865314960479736,
+      0.9909922480583191,
+      0.9938929080963135,
+      0.9851385951042175,
+      0.989266037940979,
+      0.9750733375549316,
+      0.9648120403289795,
+      0.96290522813797,
+      0.9478795528411865,
+      0.9863387942314148,
+      0.9494459629058838,
+      1.0,
+      0.9426438212394714,
+      0.9847401976585388,
+      0.9703805446624756,
+      0.9773600101470947,
+      0.9726990461349487,
+      0.9997873902320862,
+      0.9646958708763123,
+      0.9715608358383179,
+      0.9764012098312378,
+      0.9814082980155945,
+      0.9883968830108643,
+      0.9798754453659058,
+      0.9408313035964966,
+      0.9924635887145996,
+      0.9958104491233826,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9909071922302246,
+      1.0,
+      0.9737516045570374,
+      1.0,
+      0.9995678663253784
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_metrics_scalar_eval.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 6784.02978515625,
+  "strength": 4434.07275390625,
+  "max_strength": 8156.0,
+  "final_strength": 4626.0,
+  "sample_efficiency": 8.289018751383992e-07,
+  "training_efficiency": 4.4093771975894924e-06,
+  "stability": 0.9919182062149048
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_metrics_scalar_train.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 6784.02978515625,
+  "strength": 4434.07275390625,
+  "max_strength": 8156.0,
+  "final_strength": 4626.0,
+  "sample_efficiency": 8.289018751383992e-07,
+  "training_efficiency": 4.4093771975894924e-06,
+  "stability": 0.9919182062149048
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_s3_session_metrics_train.json

@@ -0,0 +1,1426 @@
+{
+  "scalar": {
+    "total_reward_ma": 6784.02978515625,
+    "strength": 4434.07275390625,
+    "max_strength": 8156.0,
+    "final_strength": 4626.0,
+    "sample_efficiency": 8.289018751383992e-07,
+    "training_efficiency": 4.4093771975894924e-06,
+    "stability": 0.9919182062149048
+  },
+  "local": {
+    "mean_returns": [
+      200.0,
+      486.6666564941406,
+      503.8461608886719,
+      529.4117431640625,
+      506.3829650878906,
+      489.6551818847656,
+      504.4117736816406,
+      516.8831176757812,
+      514.2857055664062,
+      500.0,
+      516.0,
+      574.0,
+      635.0,
+      599.0,
+      527.0,
+      439.0,
+      353.0,
+      287.0,
+      102.0,
+      2.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      4.0,
+      69.0,
+      95.0,
+      147.0,
+      196.0,
+      257.0,
+      329.0,
+      413.0,
+      448.0,
+      510.0,
+      570.0,
+      602.0,
+      693.0,
+      779.0,
+      883.0,
+      958.0,
+      1005.0,
+      1101.0,
+      1246.0,
+      1423.0,
+      1534.0,
+      1663.0,
+      1865.0,
+      1972.0,
+      2196.0,
+      2294.0,
+      2488.0,
+      2765.0,
+      2905.0,
+      3145.0,
+      3327.0,
+      3524.0,
+      3886.0,
+      4147.0,
+      4274.0,
+      4375.0,
+      4478.0,
+      4872.0,
+      5111.0,
+      5230.0,
+      5380.0,
+      5811.0,
+      6002.0,
+      6269.0,
+      6462.0,
+      6655.0,
+      6899.0,
+      7074.0,
+      7152.0,
+      7251.0,
+      7600.0,
+      7612.0,
+      7646.0,
+      7858.0,
+      8096.0,
+      8175.0,
+      8184.0,
+      8378.0,
+      8505.0,
+      8595.0,
+      8461.0,
+      8497.0,
+      8501.0,
+      8611.0,
+      8515.0,
+      8368.0,
+      8280.0,
+      8010.0,
+      8057.0,
+      7825.0,
+      7825.0,
+      7796.0,
+      7712.0,
+      7664.0,
+      7451.0,
+      7390.0,
+      7397.0,
+      7406.0,
+      7377.0,
+      7365.0,
+      7295.0,
+      7286.0,
+      7366.0,
+      7398.0,
+      7398.0,
+      7409.0,
+      7448.0,
+      7601.0,
+      7694.0,
+      7787.0,
+      7961.0,
+      8007.0,
+      8046.0,
+      8062.0,
+      8075.0,
+      8133.0,
+      8083.0,
+      8137.0,
+      8071.0,
+      8259.0,
+      8214.0,
+      8231.0,
+      8243.0,
+      8227.0,
+      8200.0,
+      8076.0,
+      7960.0,
+      7913.0,
+      7924.0,
+      7875.0,
+      7595.0,
+      7576.0,
+      7504.0,
+      7507.0,
+      7582.0,
+      7500.0,
+      7667.0,
+      7861.0,
+      7776.0,
+      7831.0,
+      7711.0,
+      7702.0,
+      7743.0,
+      7660.0,
+      7609.0,
+      7657.0,
+      7560.0,
+      7496.0,
+      7453.0,
+      7349.0,
+      7275.0,
+      7105.0,
+      6871.0,
+      6633.0,
+      6311.0,
+      6231.0,
+      5939.0,
+      5947.0,
+      5632.0,
+      5553.0,
+      5402.0,
+      5290.0,
+      5158.0,
+      5157.0,
+      4991.0,
+      4862.0,
+      4758.0,
+      4678.0,
+      4629.0,
+      4545.0,
+      4303.0,
+      4274.0,
+      4258.0,
+      4364.0,
+      4404.0,
+      4470.0,
+      4498.0,
+      4655.0,
+      4689.0,
+      4826.0,
+      4907.0,
+      5157.0,
+      5184.0,
+      5141.0,
+      5141.0,
+      5018.0,
+      5083.0,
+      5081.0
+    ],
+    "strengths": [
+      -255.0,
+      31.666656494140625,
+      48.846160888671875,
+      74.4117431640625,
+      51.382965087890625,
+      34.655181884765625,
+      49.411773681640625,
+      61.88311767578125,
+      59.28570556640625,
+      45.0,
+      61.0,
+      119.0,
+      180.0,
+      144.0,
+      72.0,
+      -16.0,
+      -102.0,
+      -168.0,
+      -353.0,
+      -453.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -455.0,
+      -451.0,
+      -386.0,
+      -360.0,
+      -308.0,
+      -259.0,
+      -198.0,
+      -126.0,
+      -42.0,
+      -7.0,
+      55.0,
+      115.0,
+      147.0,
+      238.0,
+      324.0,
+      428.0,
+      503.0,
+      550.0,
+      646.0,
+      791.0,
+      968.0,
+      1079.0,
+      1208.0,
+      1410.0,
+      1517.0,
+      1741.0,
+      1839.0,
+      2033.0,
+      2310.0,
+      2450.0,
+      2690.0,
+      2872.0,
+      3069.0,
+      3431.0,
+      3692.0,
+      3819.0,
+      3920.0,
+      4023.0,
+      4417.0,
+      4656.0,
+      4775.0,
+      4925.0,
+      5356.0,
+      5547.0,
+      5814.0,
+      6007.0,
+      6200.0,
+      6444.0,
+      6619.0,
+      6697.0,
+      6796.0,
+      7145.0,
+      7157.0,
+      7191.0,
+      7403.0,
+      7641.0,
+      7720.0,
+      7729.0,
+      7923.0,
+      8050.0,
+      8140.0,
+      8006.0,
+      8042.0,
+      8046.0,
+      8156.0,
+      8060.0,
+      7913.0,
+      7825.0,
+      7555.0,
+      7602.0,
+      7370.0,
+      7370.0,
+      7341.0,
+      7257.0,
+      7209.0,
+      6996.0,
+      6935.0,
+      6942.0,
+      6951.0,
+      6922.0,
+      6910.0,
+      6840.0,
+      6831.0,
+      6911.0,
+      6943.0,
+      6943.0,
+      6954.0,
+      6993.0,
+      7146.0,
+      7239.0,
+      7332.0,
+      7506.0,
+      7552.0,
+      7591.0,
+      7607.0,
+      7620.0,
+      7678.0,
+      7628.0,
+      7682.0,
+      7616.0,
+      7804.0,
+      7759.0,
+      7776.0,
+      7788.0,
+      7772.0,
+      7745.0,
+      7621.0,
+      7505.0,
+      7458.0,
+      7469.0,
+      7420.0,
+      7140.0,
+      7121.0,
+      7049.0,
+      7052.0,
+      7127.0,
+      7045.0,
+      7212.0,
+      7406.0,
+      7321.0,
+      7376.0,
+      7256.0,
+      7247.0,
+      7288.0,
+      7205.0,
+      7154.0,
+      7202.0,
+      7105.0,
+      7041.0,
+      6998.0,
+      6894.0,
+      6820.0,
+      6650.0,
+      6416.0,
+      6178.0,
+      5856.0,
+      5776.0,
+      5484.0,
+      5492.0,
+      5177.0,
+      5098.0,
+      4947.0,
+      4835.0,
+      4703.0,
+      4702.0,
+      4536.0,
+      4407.0,
+      4303.0,
+      4223.0,
+      4174.0,
+      4090.0,
+      3848.0,
+      3819.0,
+      3803.0,
+      3909.0,
+      3949.0,
+      4015.0,
+      4043.0,
+      4200.0,
+      4234.0,
+      4371.0,
+      4452.0,
+      4702.0,
+      4729.0,
+      4686.0,
+      4686.0,
+      4563.0,
+      4628.0,
+      4626.0
+    ],
+    "sample_efficiencies": [
+      9.999999747378752e-05,
+      0.00010708955232985318,
+      0.0001277369592571631,
+      0.0002041277039097622,
+      0.0003984293434768915,
+      0.0013409227831289172,
+      -0.0005121500580571592,
+      -0.0001783254265319556,
+      -0.00010658246901584789,
+      -8.05522795417346e-05,
+      -5.972434883005917e-05,
+      -3.84977538487874e-05,
+      -2.369175126659684e-05,
+      -1.7398468116880395e-05,
+      -1.5170053302426822e-05,
+      -1.56200876517687e-05,
+      -1.8945493138744496e-05,
+      -2.7319476430420764e-05,
+      -0.00011033804912585765,
+      5.5815642554080114e-05,
+      2.5626221031416208e-05,
+      1.7792748622014187e-05,
+      1.415023780282354e-05,
+      1.2022050214000046e-05,
+      1.0612475307425484e-05,
+      9.601235433365218e-06,
+      8.834437721816357e-06,
+      8.2288752309978e-06,
+      7.73557803768199e-06,
+      7.32381158741191e-06,
+      6.973288691369817e-06,
+      6.67006179355667e-06,
+      6.406381544366013e-06,
+      6.204070359672187e-06,
+      6.0312381719995756e-06,
+      5.893581146665383e-06,
+      5.783951564808376e-06,
+      5.703272563550854e-06,
+      5.652965683111688e-06,
+      5.636212790705031e-06,
+      5.633383807435166e-06,
+      5.656153007294051e-06,
+      5.705628609575797e-06,
+      5.772076747234678e-06,
+      5.886923190701054e-06,
+      6.057989139662823e-06,
+      6.312693130894331e-06,
+      6.661358384008054e-06,
+      7.119130259525264e-06,
+      7.793268196110148e-06,
+      8.91455783857964e-06,
+      1.1065470062021632e-05,
+      1.5855797755648382e-05,
+      3.553889473550953e-05,
+      -5.082341522211209e-05,
+      -1.2222993973409757e-05,
+      -5.8335122048447374e-06,
+      -3.3725273169693537e-06,
+      -2.0312015749368584e-06,
+      -1.1761854921132908e-06,
+      -6.217042596290412e-07,
+      -2.2442212355144875e-07,
+      6.460761170501428e-08,
+      2.827706282459985e-07,
+      4.5860036834710627e-07,
+      5.969529297544796e-07,
+      7.037900786599494e-07,
+      7.874403422647447e-07,
+      8.540767453268927e-07,
+      9.11262702629756e-07,
+      9.584772442394751e-07,
+      9.966751122192363e-07,
+      1.0279702564730542e-06,
+      1.0549971420914517e-06,
+      1.0771695997391362e-06,
+      1.0955579909932567e-06,
+      1.110539301407698e-06,
+      1.1226708238609717e-06,
+      1.1324742672513821e-06,
+      1.1401979236325133e-06,
+      1.1460816722319578e-06,
+      1.150451225839788e-06,
+      1.153652192442678e-06,
+      1.1557029893083381e-06,
+      1.1568034778974834e-06,
+      1.157113160843437e-06,
+      1.156723556050565e-06,
+      1.155731638391444e-06,
+      1.1542372249095934e-06,
+      1.1522748764036805e-06,
+      1.1499162155814702e-06,
+      1.1472233154563583e-06,
+      1.1443185030657332e-06,
+      1.1411817695261561e-06,
+      1.1378587032595533e-06,
+      1.1343335017954814e-06,
+      1.130719510911149e-06,
+      1.1270600452917279e-06,
+      1.1233452141823363e-06,
+      1.1196751756870071e-06,
+      1.1159083896927768e-06,
+      1.1121938996438985e-06,
+      1.1084237030445365e-06,
+      1.104621446756937e-06,
+      1.1008229421349824e-06,
+      1.09701534256601e-06,
+      1.0932901659543859e-06,
+      1.0895699915636214e-06,
+      1.0858232144528301e-06,
+      1.082053472600819e-06,
+      1.078285777111887e-06,
+      1.0745141025836347e-06,
+      1.070772782441054e-06,
+      1.0670308938642847e-06,
+      1.0632431894919137e-06,
+      1.0594399100227747e-06,
+      1.0556409506534692e-06,
+      1.0518425597183523e-06,
+      1.0480318906047614e-06,
+      1.0441505082781077e-06,
+      1.040235247273813e-06,
+      1.0362895181970089e-06,
+      1.032273871715006e-06,
+      1.0282601579092443e-06,
+      1.0242538337479346e-06,
+      1.0202679732174147e-06,
+      1.0163047363676014e-06,
+      1.0123417268914636e-06,
+      1.008434992399998e-06,
+      1.0045312137663132e-06,
+      1.0006912134485901e-06,
+      9.967884579964448e-07,
+      9.929409543474321e-07,
+      9.891174386211787e-07,
+      9.853205256149522e-07,
+      9.815636303756037e-07,
+      9.778510730029666e-07,
+      9.742278734847787e-07,
+      9.706872106107767e-07,
+      9.67194978329644e-07,
+      9.637234370529768e-07,
+      9.602999853086658e-07,
+      9.570283054927131e-07,
+      9.537860705677303e-07,
+      9.505965294920316e-07,
+      9.474255193708814e-07,
+      9.442412078897178e-07,
+      9.41113739827415e-07,
+      9.379332936987339e-07,
+      9.346908882434946e-07,
+      9.31509418933274e-07,
+      9.28327722249378e-07,
+      9.252204904441896e-07,
+      9.221390655511641e-07,
+      9.190622449750663e-07,
+      9.160420972875727e-07,
+      9.130639568866172e-07,
+      9.100864986066881e-07,
+      9.071692375073326e-07,
+      9.042972806128091e-07,
+      9.014614761326811e-07,
+      8.986852435555193e-07,
+      8.959554520515667e-07,
+      8.933090498430829e-07,
+      8.907690016712877e-07,
+      8.883344548848982e-07,
+      8.860358207130048e-07,
+      8.837764085001254e-07,
+      8.816376180220686e-07,
+      8.795015560281172e-07,
+      8.77492823292414e-07,
+      8.755186513553781e-07,
+      8.736063819014817e-07,
+      8.717402124602813e-07,
+      8.699274758328102e-07,
+      8.681173540026066e-07,
+      8.663731136948627e-07,
+      8.646799756206747e-07,
+      8.63027935338323e-07,
+      8.614074431534391e-07,
+      8.59806618791481e-07,
+      8.582386499256245e-07,
+      8.567636768930242e-07,
+      8.552996177968453e-07,
+      8.538416977899033e-07,
+      8.523433052687324e-07,
+      8.508303039889142e-07,
+      8.492929168824048e-07,
+      8.477462074552022e-07,
+      8.461411766802485e-07,
+      8.445255161859677e-07,
+      8.428604587606969e-07,
+      8.411680596509541e-07,
+      8.393849952881283e-07,
+      8.37596815017605e-07,
+      8.358299510291545e-07,
+      8.340682029484014e-07,
+      8.323574434143666e-07,
+      8.306270729008247e-07,
+      8.289024435725878e-07
+    ],
+    "training_efficiencies": [
+      0.0005920663243159652,
+      0.000636231736280024,
+      0.0007628700695931911,
+      0.0012284449767321348,
+      0.0024099284783005714,
+      0.008136407472193241,
+      -0.0031207329593598843,
+      -0.0010921199573203921,
+      -0.0006558222230523825,
+      -0.0004973647301085293,
+      -0.00037043809425085783,
+      -0.0002409243315923959,
+      -0.00015044549945741892,
+      -0.00011190921941306442,
+      -9.823215805226937e-05,
+      -0.00010100071085616946,
+      -0.00012150104157626629,
+      -0.00017321069026365876,
+      -0.0006864375318400562,
+      0.0003410376375541091,
+      0.00015446219185832888,
+      0.00010611418838379905,
+      8.367506961803883e-05,
+      7.059489144012332e-05,
+      6.195394962560385e-05,
+      5.5772234190953895e-05,
+      5.10984864376951e-05,
+      4.741850352729671e-05,
+      4.442972567630932e-05,
+      4.194233406451531e-05,
+      3.9831091271480545e-05,
+      3.800992635660805e-05,
+      3.6430668842513114e-05,
+      3.522221595630981e-05,
+      3.419248969294131e-05,
+      3.337433736305684e-05,
+      3.27242560160812e-05,
+      3.224688407499343e-05,
+      3.194982127752155e-05,
+      3.185107925673947e-05,
+      3.183443550369702e-05,
+      3.196818943251856e-05,
+      3.2258401915896684e-05,
+      3.264765109634027e-05,
+      3.3319603971904144e-05,
+      3.431938239373267e-05,
+      3.580651173251681e-05,
+      3.7840483855688944e-05,
+      4.050892675877549e-05,
+      4.443606303539127e-05,
+      5.096448876429349e-05,
+      6.348219903884456e-05,
+      9.13517433218658e-05,
+      0.00020584280719049275,
+      -0.00029646256007254124,
+      -7.194154022727162e-05,
+      -3.4770197089528665e-05,
+      -2.044862230832223e-05,
+      -1.2639226952160243e-05,
+      -7.658120921405498e-06,
+      -4.425299721333431e-06,
+      -2.1067496618343284e-06,
+      -4.1797957806011254e-07,
+      8.585041655351233e-07,
+      1.8889807051891694e-06,
+      2.7013766157324426e-06,
+      3.3301269013463752e-06,
+      3.823702172667254e-06,
+      4.218072263029171e-06,
+      4.557686224870849e-06,
+      4.83921030536294e-06,
+      5.068037353339605e-06,
+      5.256539225229062e-06,
+      5.420376510301139e-06,
+      5.555812094826251e-06,
+      5.6691615100135095e-06,
+      5.762539331044536e-06,
+      5.839197910972871e-06,
+      5.902224984311033e-06,
+      5.953007530479226e-06,
+      5.99287386648939e-06,
+      6.0237607613089494e-06,
+      6.047878741810564e-06,
+      6.065077741368441e-06,
+      6.076564204704482e-06,
+      6.083400421630358e-06,
+      6.086130724725081e-06,
+      6.085220320528606e-06,
+      6.081219453335507e-06,
+      6.074450539017562e-06,
+      6.065292382118059e-06,
+      6.054088316886919e-06,
+      6.041444976290222e-06,
+      6.0273491726547945e-06,
+      6.012058747728588e-06,
+      5.995540050207637e-06,
+      5.978357876301743e-06,
+      5.960753696854226e-06,
+      5.942707502981648e-06,
+      5.92473361393786e-06,
+      5.906157639401499e-06,
+      5.887729912501527e-06,
+      5.868928383279126e-06,
+      5.849880835739896e-06,
+      5.830775535287103e-06,
+      5.811556547996588e-06,
+      5.7926936278818175e-06,
+      5.773802513431292e-06,
+      5.754726771556307e-06,
+      5.735490503866458e-06,
+      5.716222858609399e-06,
+      5.696897460438777e-06,
+      5.677693479810841e-06,
+      5.6584553931315895e-06,
+      5.638952188746771e-06,
+      5.61934029974509e-06,
+      5.599726591754006e-06,
+      5.5800915106374305e-06,
+      5.560370937018888e-06,
+      5.54026291865739e-06,
+      5.5199598136823624e-06,
+      5.499479357240489e-06,
+      5.478617822518572e-06,
+      5.457750376081094e-06,
+      5.436904302769108e-06,
+      5.4161496336746495e-06,
+      5.395498646976193e-06,
+      5.374835382099263e-06,
+      5.354452241590479e-06,
+      5.334072284313152e-06,
+      5.314014742907602e-06,
+      5.293617959978292e-06,
+      5.273499482427724e-06,
+      5.253497420198983e-06,
+      5.233624960965244e-06,
+      5.213952590565896e-06,
+      5.194504865357885e-06,
+      5.17551643497427e-06,
+      5.156954102858435e-06,
+      5.138638243806781e-06,
+      5.120424702909077e-06,
+      5.102457635075552e-06,
+      5.085280918137869e-06,
+      5.068252903583925e-06,
+      5.0514977374405134e-06,
+      5.034834430261981e-06,
+      5.018096544517903e-06,
+      5.001652880309848e-06,
+      4.984925908502191e-06,
+      4.967868790117791e-06,
+      4.951128630636958e-06,
+      4.9343821046932135e-06,
+      4.9180243877344765e-06,
+      4.901799457002198e-06,
+      4.885595444648061e-06,
+      4.869686108577298e-06,
+      4.8539950512349606e-06,
+      4.838304448639974e-06,
+      4.82292807646445e-06,
+      4.807787718164036e-06,
+      4.792835170519538e-06,
+      4.778194124810398e-06,
+      4.763796368933981e-06,
+      4.749835170514416e-06,
+      4.736433311336441e-06,
+      4.723586698673898e-06,
+      4.711454948846949e-06,
+      4.69952829007525e-06,
+      4.688236913352739e-06,
+      4.676958269556053e-06,
+      4.666351287596626e-06,
+      4.655924840335501e-06,
+      4.645823992177611e-06,
+      4.635966433852445e-06,
+      4.6263889998954255e-06,
+      4.6168242988642305e-06,
+      4.607607024809113e-06,
+      4.59865896118572e-06,
+      4.589926902553998e-06,
+      4.58136082670535e-06,
+      4.572897523758002e-06,
+      4.564607934298692e-06,
+      4.5568085624836385e-06,
+      4.5490664888347965e-06,
+      4.541355792753166e-06,
+      4.533430455921916e-06,
+      4.5254269025463145e-06,
+      4.517294655670412e-06,
+      4.50911147709121e-06,
+      4.500619979808107e-06,
+      4.492071184358792e-06,
+      4.483260454435367e-06,
+      4.474303750612307e-06,
+      4.464867288334062e-06,
+      4.455402631720062e-06,
+      4.446050752449082e-06,
+      4.436724793777103e-06,
+      4.427668500284199e-06,
+      4.41850716015324e-06,
+      4.40937583334744e-06
+    ],
+    "stabilities": [
+      1.0,
+      1.0,
+      1.0,
+      0.6905222535133362,
+      0.6744488477706909,
+      1.0,
+      1.0,
+      0.9580271244049072,
+      0.7590362429618835,
+      1.0,
+      1.0,
+      1.0,
+      0.800000011920929,
+      0.5,
+      -0.2222222089767456,
+      -4.375,
+      0.3529411554336548,
+      -0.10119044780731201,
+      0.7167139053344727,
+      0.9955849647521973,
+      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,
+      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,
+      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,
+      1.0,
+      1.0,
+      0.9835380911827087,
+      1.0,
+      1.0,
+      1.0,
+      0.988229513168335,
+      0.9817618131637573,
+      0.9888790845870972,
+      0.965495228767395,
+      1.0,
+      0.9694817066192627,
+      1.0,
+      0.9960651397705078,
+      0.9885573983192444,
+      0.9933856725692749,
+      0.9704536199569702,
+      0.991280734539032,
+      1.0,
+      1.0,
+      0.9958279132843018,
+      0.9982663989067078,
+      0.9898697733879089,
+      0.9986842274665833,
+      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,
+      0.9934878945350647,
+      1.0,
+      0.9914084672927856,
+      1.0,
+      0.9942337274551392,
+      1.0,
+      1.0,
+      0.9979455471038818,
+      0.9965260028839111,
+      0.9839896559715271,
+      0.984778881072998,
+      0.993737518787384,
+      1.0,
+      0.9934395551681519,
+      0.9622641801834106,
+      0.9973389506340027,
+      0.9898890852928162,
+      1.0,
+      1.0,
+      0.9884944558143616,
+      1.0,
+      1.0,
+      0.9885228276252747,
+      1.0,
+      0.9837310314178467,
+      0.9987596273422241,
+      1.0,
+      0.9886114001274109,
+      0.9929215908050537,
+      1.0,
+      0.9865314960479736,
+      0.9909922480583191,
+      0.9938929080963135,
+      0.9851385951042175,
+      0.989266037940979,
+      0.9750733375549316,
+      0.9648120403289795,
+      0.96290522813797,
+      0.9478795528411865,
+      0.9863387942314148,
+      0.9494459629058838,
+      1.0,
+      0.9426438212394714,
+      0.9847401976585388,
+      0.9703805446624756,
+      0.9773600101470947,
+      0.9726990461349487,
+      0.9997873902320862,
+      0.9646958708763123,
+      0.9715608358383179,
+      0.9764012098312378,
+      0.9814082980155945,
+      0.9883968830108643,
+      0.9798754453659058,
+      0.9408313035964966,
+      0.9924635887145996,
+      0.9958104491233826,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      0.9909071922302246,
+      1.0,
+      0.9737516045570374,
+      1.0,
+      0.9995678663253784
+    ],
+    "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
+    ],
+    "opt_steps": [
+      1689.0,
+      3564.0,
+      5439.0,
+      7314.0,
+      9189.0,
+      11064.0,
+      12939.0,
+      14814.0,
+      16689.0,
+      18564.0,
+      20439.0,
+      22314.0,
+      24189.0,
+      26064.0,
+      27939.0,
+      29814.0,
+      31689.0,
+      33564.0,
+      35439.0,
+      37314.0,
+      39189.0,
+      41064.0,
+      42939.0,
+      44814.0,
+      46689.0,
+      48564.0,
+      50439.0,
+      52314.0,
+      54189.0,
+      56064.0,
+      57939.0,
+      59814.0,
+      61689.0,
+      63564.0,
+      65439.0,
+      67314.0,
+      69189.0,
+      71064.0,
+      72939.0,
+      74814.0,
+      76689.0,
+      78564.0,
+      80439.0,
+      82314.0,
+      84189.0,
+      86064.0,
+      87939.0,
+      89814.0,
+      91689.0,
+      93564.0,
+      95439.0,
+      97314.0,
+      99189.0,
+      101064.0,
+      102939.0,
+      104814.0,
+      106689.0,
+      108564.0,
+      110439.0,
+      112314.0,
+      114189.0,
+      116064.0,
+      117939.0,
+      119814.0,
+      121689.0,
+      123564.0,
+      125439.0,
+      127314.0,
+      129189.0,
+      131064.0,
+      132939.0,
+      134814.0,
+      136689.0,
+      138564.0,
+      140439.0,
+      142314.0,
+      144189.0,
+      146064.0,
+      147939.0,
+      149814.0,
+      151689.0,
+      153564.0,
+      155439.0,
+      157314.0,
+      159189.0,
+      161064.0,
+      162939.0,
+      164814.0,
+      166689.0,
+      168564.0,
+      170439.0,
+      172314.0,
+      174189.0,
+      176064.0,
+      177939.0,
+      179814.0,
+      181689.0,
+      183564.0,
+      185439.0,
+      187314.0,
+      189189.0,
+      191064.0,
+      192939.0,
+      194814.0,
+      196689.0,
+      198564.0,
+      200439.0,
+      202314.0,
+      204189.0,
+      206064.0,
+      207939.0,
+      209814.0,
+      211689.0,
+      213564.0,
+      215439.0,
+      217314.0,
+      219189.0,
+      221064.0,
+      222939.0,
+      224814.0,
+      226689.0,
+      228564.0,
+      230439.0,
+      232314.0,
+      234189.0,
+      236064.0,
+      237939.0,
+      239814.0,
+      241689.0,
+      243564.0,
+      245439.0,
+      247314.0,
+      249189.0,
+      251064.0,
+      252939.0,
+      254814.0,
+      256689.0,
+      258564.0,
+      260439.0,
+      262314.0,
+      264189.0,
+      266064.0,
+      267939.0,
+      269814.0,
+      271689.0,
+      273564.0,
+      275439.0,
+      277314.0,
+      279189.0,
+      281064.0,
+      282939.0,
+      284814.0,
+      286689.0,
+      288564.0,
+      290439.0,
+      292314.0,
+      294189.0,
+      296064.0,
+      297939.0,
+      299814.0,
+      301689.0,
+      303564.0,
+      305439.0,
+      307314.0,
+      309189.0,
+      311064.0,
+      312939.0,
+      314814.0,
+      316689.0,
+      318564.0,
+      320439.0,
+      322314.0,
+      324189.0,
+      326064.0,
+      327939.0,
+      329814.0,
+      331689.0,
+      333564.0,
+      335439.0,
+      337314.0,
+      339189.0,
+      341064.0,
+      342939.0,
+      344814.0,
+      346689.0,
+      348564.0,
+      350439.0,
+      352314.0,
+      354189.0,
+      356064.0,
+      357939.0,
+      359814.0,
+      361689.0,
+      363564.0,
+      365439.0,
+      367314.0,
+      369189.0,
+      371064.0,
+      372939.0,
+      374814.0
+    ]
+  }
+}

data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_trial_metrics_scalar.json

@@ -0,0 +1,11 @@
+{
+  "frame": 2000000.0,
+  "total_reward_ma": 8510.7578125,
+  "strength": 7340.5712890625,
+  "max_strength": 12522.25,
+  "final_strength": 8836.0,
+  "sample_efficiency": 1.0804355952132028e-06,
+  "training_efficiency": 5.7563897826184984e-06,
+  "stability": 0.9930012226104736,
+  "consistency": 0.3882908821105957
+}

data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0.log

@@ -0,0 +1,5 @@
+2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:8510.76 | strength:7341 | max_strength:1.252e+04 | final_strength:8836 | sample_efficiency:1.08e-06 | training_efficiency:5.756e-06 | stability:0.993 | consistency:0.3883
+2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.logger:info | Trial 0 done
+2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.cli.main:run_spec | Output: data/sac_atari_kungfumaster_2026_02_12_184021
+2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.9 MB
+2026-02-12 23:13:57 | INFO | PID:1231 | slm_lab.lib.hf:upload | Uploading data/sac_atari_kungfumaster_2026_02_12_184021 to SLM-Lab/benchmark-dev/data/sac_atari_kungfumaster_2026_02_12_184021...

data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s0.log

@@ -0,0 +1,982 @@
+2026-02-12 18:40:26 | INFO | PID:1338 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-12 18:41:13 | INFO | PID:1338 | slm_lab.lib.perf:log_perf_setup | Performance setup:
+Platform: GPU NVIDIA RTX A4500 (compute 8.6)
+• GPU cuDNN benchmark: enabled
+• GPU memory management: enabled
+• GPU TF32 acceleration: enabled
+2026-02-12 18:41:13 | INFO | PID:1338 | slm_lab.lib.logger:info | SoftActorCritic:
+algorithm_spec:
+  name: SoftActorCritic
+  action_pdtype: Categorical
+  action_policy: default
+  gamma: 0.99
+  training_start_step: 1000
+  training_frequency: 4
+  training_iter: 3
+name: SoftActorCritic
+memory_spec:
+  name: Replay
+  batch_size: 256
+  max_size: 200000
+  use_cer: false
+action_pdtype: Categorical
+training_iter: 3
+training_start_step: 1000
+policy_delay: 1
+entropy_penalty_coef: 0.0
+gamma: 0.99
+training_frequency: 4
+to_train: 0
+_train_step: 0
+shared: False
+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): Sequential(
+    (0): Linear(in_features=512, out_features=14, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+optim: AdamW (
+Parameter Group 0
+    amsgrad: False
+    betas: (0.9, 0.999)
+    capturable: False
+    decoupled_weight_decay: True
+    differentiable: False
+    eps: 0.0001
+    foreach: None
+    fused: None
+    lr: 0.0003
+    maximize: False
+    weight_decay: 0.01
+)
+q1_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): Sequential(
+    (0): Linear(in_features=512, out_features=14, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+target_q1_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): Sequential(
+    (0): Linear(in_features=512, out_features=14, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+q1_optim: AdamW (
+Parameter Group 0
+    amsgrad: False
+    betas: (0.9, 0.999)
+    capturable: False
+    decoupled_weight_decay: True
+    differentiable: False
+    eps: 0.0001
+    foreach: None
+    fused: None
+    lr: 0.0003
+    maximize: False
+    weight_decay: 0.01
+)
+q2_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): Sequential(
+    (0): Linear(in_features=512, out_features=14, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+target_q2_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): Sequential(
+    (0): Linear(in_features=512, out_features=14, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+q2_optim: AdamW (
+Parameter Group 0
+    amsgrad: False
+    betas: (0.9, 0.999)
+    capturable: False
+    decoupled_weight_decay: True
+    differentiable: False
+    eps: 0.0001
+    foreach: None
+    fused: None
+    lr: 0.0003
+    maximize: False
+    weight_decay: 0.01
+)
+net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net']
+target_entropy: 1.583434397769155
+log_alpha: tensor([0.], device='cuda:0', requires_grad=True)
+alpha: tensor([1.], device='cuda:0')
+alpha_optim: AdamW (
+Parameter Group 0
+    amsgrad: False
+    betas: (0.9, 0.999)
+    capturable: False
+    decoupled_weight_decay: True
+    differentiable: False
+    eps: 0.0001
+    foreach: None
+    fused: None
+    lr: 0.0003
+    maximize: False
+    weight_decay: 0.01
+)
+2026-02-12 18:42:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:0.00     total_reward_ma:0.00  loss:-18.23           fps:84.03
+frame:1.00e+04        wall_t:119            t:625                 epi:nan
+opt_step:1689         lr:0.0003             alpha:0.6307
+2026-02-12 18:43:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:356.25     total_reward_ma:178.12  loss:-27.05             fps:100
+frame:2.00e+04          wall_t:200              t:1250                  epi:nan
+opt_step:3564           lr:0.0003               alpha:0.4033
+2026-02-12 18:45:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:312.00     total_reward_ma:222.75  loss:-31.54             fps:106.8
+frame:3.00e+04          wall_t:281              t:1875                  epi:nan
+opt_step:5439           lr:0.0003               alpha:0.2641
+2026-02-12 18:46:35 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:434.29     total_reward_ma:275.63  loss:-32.77             fps:109.6
+frame:4.00e+04          wall_t:365              t:2500                  epi:nan
+opt_step:7314           lr:0.0003               alpha:0.1744
+2026-02-12 18:47:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:442.55     total_reward_ma:309.02  loss:-33.47             fps:111.9
+frame:5.00e+04          wall_t:447              t:3125                  epi:nan
+opt_step:9189           lr:0.0003               alpha:0.1156
+2026-02-12 18:49:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:455.17     total_reward_ma:333.38  loss:-31.37             fps:113.6
+frame:6.00e+04          wall_t:528              t:3750                  epi:nan
+opt_step:11064          lr:0.0003               alpha:0.07684
+2026-02-12 18:50:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:462.69     total_reward_ma:351.85  loss:-30.29             fps:114.8
+frame:7.00e+04          wall_t:610              t:4375                  epi:nan
+opt_step:12939          lr:0.0003               alpha:0.05119
+2026-02-12 18:52:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:457.50     total_reward_ma:365.06  loss:-27.78             fps:115.6
+frame:8.00e+04          wall_t:692              t:5000                  epi:nan
+opt_step:14814          lr:0.0003               alpha:0.0342
+2026-02-12 18:53:25 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:452.27     total_reward_ma:374.75  loss:-26.8              fps:116.1
+frame:9.00e+04          wall_t:775              t:5625                  epi:nan
+opt_step:16689          lr:0.0003               alpha:0.02294
+2026-02-12 18:54:47 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:476.00     total_reward_ma:384.87  loss:-24.45             fps:116.7
+frame:1.00e+05          wall_t:857              t:6250                  epi:nan
+opt_step:18564          lr:0.0003               alpha:0.01546
+2026-02-12 18:56:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:511.00     total_reward_ma:396.34  loss:-22.85             fps:117
+frame:1.10e+05          wall_t:940              t:6875                  epi:nan
+opt_step:20439          lr:0.0003               alpha:0.01055
+2026-02-12 18:57:31 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:635.00     total_reward_ma:416.23  loss:-20.72             fps:117.4
+frame:1.20e+05          wall_t:1022             t:7500                  epi:nan
+opt_step:22314          lr:0.0003               alpha:0.007426
+2026-02-12 18:58:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:709.00     total_reward_ma:438.75  loss:-19.33             fps:117.8
+frame:1.30e+05          wall_t:1104             t:8125                  epi:nan
+opt_step:24189          lr:0.0003               alpha:0.006738
+2026-02-12 19:00:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:728.00     total_reward_ma:459.41  loss:-17.42             fps:118.1
+frame:1.40e+05          wall_t:1185             t:8750                  epi:nan
+opt_step:26064          lr:0.0003               alpha:0.006738
+2026-02-12 19:01:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:797.00     total_reward_ma:481.91  loss:-16.37             fps:118.3
+frame:1.50e+05          wall_t:1268             t:9375                  epi:nan
+opt_step:27939          lr:0.0003               alpha:0.006738
+2026-02-12 19:03:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:885.00     total_reward_ma:507.11  loss:-14.77             fps:118.5
+frame:1.60e+05          wall_t:1350             t:10000                 epi:nan
+opt_step:29814          lr:0.0003               alpha:0.006738
+2026-02-12 19:04:23 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:953.00     total_reward_ma:533.34  loss:-13.83             fps:118.6
+frame:1.70e+05          wall_t:1433             t:10625                 epi:nan
+opt_step:31689          lr:0.0003               alpha:0.006738
+2026-02-12 19:05:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1058.00    total_reward_ma:562.48  loss:-12.46             fps:118.7
+frame:1.80e+05          wall_t:1516             t:11250                 epi:nan
+opt_step:33564          lr:0.0003               alpha:0.006738
+2026-02-12 19:07:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1170.00    total_reward_ma:594.46  loss:-11.75             fps:118.9
+frame:1.90e+05          wall_t:1598             t:11875                 epi:nan
+opt_step:35439          lr:0.0003               alpha:0.006738
+2026-02-12 19:08:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1240.00    total_reward_ma:626.74  loss:-10.74             fps:119
+frame:2.00e+05          wall_t:1680             t:12500                 epi:nan
+opt_step:37314          lr:0.0003               alpha:0.006751
+2026-02-12 19:09:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1421.00    total_reward_ma:664.56  loss:-9.916             fps:119.2
+frame:2.10e+05          wall_t:1762             t:13125                 epi:nan
+opt_step:39189          lr:0.0003               alpha:0.007236
+2026-02-12 19:11:13 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1557.00    total_reward_ma:705.12  loss:-9.324             fps:119.4
+frame:2.20e+05          wall_t:1843             t:13750                 epi:nan
+opt_step:41064          lr:0.0003               alpha:0.008384
+2026-02-12 19:12:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1623.00    total_reward_ma:745.03  loss:-8.647             fps:119.4
+frame:2.30e+05          wall_t:1926             t:14375                 epi:nan
+opt_step:42939          lr:0.0003               alpha:0.01141
+2026-02-12 19:13:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:1952.00    total_reward_ma:795.32  loss:-8.516             fps:119.5
+frame:2.40e+05          wall_t:2008             t:15000                 epi:nan
+opt_step:44814          lr:0.0003               alpha:0.01454
+2026-02-12 19:15:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:2097.00    total_reward_ma:847.39  loss:-7.928             fps:119.6
+frame:2.50e+05          wall_t:2090             t:15625                 epi:nan
+opt_step:46689          lr:0.0003               alpha:0.01667
+2026-02-12 19:16:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:2390.00    total_reward_ma:906.72  loss:-7.762             fps:119.7
+frame:2.60e+05          wall_t:2173             t:16250                 epi:nan
+opt_step:48564          lr:0.0003               alpha:0.01656
+2026-02-12 19:18:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:3069.00    total_reward_ma:986.80  loss:-7.654             fps:119.8
+frame:2.70e+05          wall_t:2254             t:16875                 epi:nan
+opt_step:50439          lr:0.0003               alpha:0.01537
+2026-02-12 19:19:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:3427.00     total_reward_ma:1073.95  loss:-8.266              fps:119.8
+frame:2.80e+05           wall_t:2337              t:17500                  epi:nan
+opt_step:52314           lr:0.0003                alpha:0.01556
+2026-02-12 19:20:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:3889.00     total_reward_ma:1171.02  loss:-8.489              fps:119.9
+frame:2.90e+05           wall_t:2419              t:18125                  epi:nan
+opt_step:54189           lr:0.0003                alpha:0.01746
+2026-02-12 19:22:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:4545.00     total_reward_ma:1283.49  loss:-8.305              fps:120
+frame:3.00e+05           wall_t:2501              t:18750                  epi:nan
+opt_step:56064           lr:0.0003                alpha:0.01936
+2026-02-12 19:23:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:5159.00     total_reward_ma:1408.51  loss:-8.565              fps:120
+frame:3.10e+05           wall_t:2583              t:19375                  epi:nan
+opt_step:57939           lr:0.0003                alpha:0.02028
+2026-02-12 19:24:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:5392.00     total_reward_ma:1532.99  loss:-8.625              fps:120.1
+frame:3.20e+05           wall_t:2664              t:20000                  epi:nan
+opt_step:59814           lr:0.0003                alpha:0.02045
+2026-02-12 19:26:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:6210.00     total_reward_ma:1674.72  loss:-8.85               fps:120.1
+frame:3.30e+05           wall_t:2747              t:20625                  epi:nan
+opt_step:61689           lr:0.0003                alpha:0.01976
+2026-02-12 19:27:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:7119.00     total_reward_ma:1834.84  loss:-8.432              fps:120.2
+frame:3.40e+05           wall_t:2829              t:21250                  epi:nan
+opt_step:63564           lr:0.0003                alpha:0.02211
+2026-02-12 19:29:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:7296.00     total_reward_ma:1990.88  loss:-8.778              fps:120.3
+frame:3.50e+05           wall_t:2910              t:21875                  epi:nan
+opt_step:65439           lr:0.0003                alpha:0.02386
+2026-02-12 19:30:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:7532.00     total_reward_ma:2144.80  loss:-9.193              fps:120.4
+frame:3.60e+05           wall_t:2991              t:22500                  epi:nan
+opt_step:67314           lr:0.0003                alpha:0.02232
+2026-02-12 19:31:42 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8555.00     total_reward_ma:2318.05  loss:-9.306              fps:120.4
+frame:3.70e+05           wall_t:3072              t:23125                  epi:nan
+opt_step:69189           lr:0.0003                alpha:0.02125
+2026-02-12 19:33:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9324.00     total_reward_ma:2502.41  loss:-9.385              fps:120.5
+frame:3.80e+05           wall_t:3154              t:23750                  epi:nan
+opt_step:71064           lr:0.0003                alpha:0.02102
+2026-02-12 19:34:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9869.00     total_reward_ma:2691.30  loss:-8.962              fps:120.5
+frame:3.90e+05           wall_t:3237              t:24375                  epi:nan
+opt_step:72939           lr:0.0003                alpha:0.01997
+2026-02-12 19:35:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10076.00    total_reward_ma:2875.92  loss:-9.14               fps:120.6
+frame:4.00e+05           wall_t:3318              t:25000                  epi:nan
+opt_step:74814           lr:0.0003                alpha:0.01975
+2026-02-12 19:37:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10844.00    total_reward_ma:3070.26  loss:-9.168              fps:120.6
+frame:4.10e+05           wall_t:3400              t:25625                  epi:nan
+opt_step:76689           lr:0.0003                alpha:0.01916
+2026-02-12 19:38:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11575.00    total_reward_ma:3272.76  loss:-9.146              fps:120.6
+frame:4.20e+05           wall_t:3482              t:26250                  epi:nan
+opt_step:78564           lr:0.0003                alpha:0.01812
+2026-02-12 19:39:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11703.00    total_reward_ma:3468.81  loss:-9.027              fps:120.7
+frame:4.30e+05           wall_t:3564              t:26875                  epi:nan
+opt_step:80439           lr:0.0003                alpha:0.01816
+2026-02-12 19:41:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12005.00    total_reward_ma:3662.81  loss:-9.343              fps:120.7
+frame:4.40e+05           wall_t:3645              t:27500                  epi:nan
+opt_step:82314           lr:0.0003                alpha:0.01819
+2026-02-12 19:42:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12896.00    total_reward_ma:3867.99  loss:-9.374              fps:120.7
+frame:4.50e+05           wall_t:3727              t:28125                  epi:nan
+opt_step:84189           lr:0.0003                alpha:0.01707
+2026-02-12 19:43:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:13624.00    total_reward_ma:4080.08  loss:-8.901              fps:120.8
+frame:4.60e+05           wall_t:3808              t:28750                  epi:nan
+opt_step:86064           lr:0.0003                alpha:0.01672
+2026-02-12 19:45:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14657.00    total_reward_ma:4305.12  loss:-9.546              fps:120.8
+frame:4.70e+05           wall_t:3890              t:29375                  epi:nan
+opt_step:87939           lr:0.0003                alpha:0.01681
+2026-02-12 19:46:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14746.00    total_reward_ma:4522.64  loss:-9.389              fps:120.8
+frame:4.80e+05           wall_t:3973              t:30000                  epi:nan
+opt_step:89814           lr:0.0003                alpha:0.01589
+2026-02-12 19:48:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14867.00    total_reward_ma:4733.75  loss:-9.201              fps:120.8
+frame:4.90e+05           wall_t:4055              t:30625                  epi:nan
+opt_step:91689           lr:0.0003                alpha:0.01657
+2026-02-12 19:49:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15313.00    total_reward_ma:4945.33  loss:-9.244              fps:120.9
+frame:5.00e+05           wall_t:4137              t:31250                  epi:nan
+opt_step:93564           lr:0.0003                alpha:0.01697
+2026-02-12 19:50:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15440.00    total_reward_ma:5151.11  loss:-9.206              fps:120.9
+frame:5.10e+05           wall_t:4220              t:31875                  epi:nan
+opt_step:95439           lr:0.0003                alpha:0.01691
+2026-02-12 19:52:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15826.00    total_reward_ma:5356.40  loss:-9.006              fps:120.9
+frame:5.20e+05           wall_t:4302              t:32500                  epi:nan
+opt_step:97314           lr:0.0003                alpha:0.0168
+2026-02-12 19:53:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15981.00    total_reward_ma:5556.86  loss:-9.114              fps:120.9
+frame:5.30e+05           wall_t:4384              t:33125                  epi:nan
+opt_step:99189           lr:0.0003                alpha:0.017
+2026-02-12 19:54:56 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16350.00    total_reward_ma:5756.74  loss:-9.158              fps:120.9
+frame:5.40e+05           wall_t:4467              t:33750                  epi:nan
+opt_step:101064          lr:0.0003                alpha:0.01745
+2026-02-12 19:56:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16463.00    total_reward_ma:5951.40  loss:-9.33               fps:120.9
+frame:5.50e+05           wall_t:4548              t:34375                  epi:nan
+opt_step:102939          lr:0.0003                alpha:0.01711
+2026-02-12 19:57:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16581.00    total_reward_ma:6141.21  loss:-9.366              fps:121
+frame:5.60e+05           wall_t:4629              t:35000                  epi:nan
+opt_step:104814          lr:0.0003                alpha:0.01839
+2026-02-12 19:59:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16663.00    total_reward_ma:6325.80  loss:-9.584              fps:121
+frame:5.70e+05           wall_t:4712              t:35625                  epi:nan
+opt_step:106689          lr:0.0003                alpha:0.01807
+2026-02-12 20:00:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16822.00    total_reward_ma:6506.77  loss:-9.611              fps:121
+frame:5.80e+05           wall_t:4794              t:36250                  epi:nan
+opt_step:108564          lr:0.0003                alpha:0.01717
+2026-02-12 20:01:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:17027.00    total_reward_ma:6685.08  loss:-9.462              fps:121
+frame:5.90e+05           wall_t:4877              t:36875                  epi:nan
+opt_step:110439          lr:0.0003                alpha:0.01741
+2026-02-12 20:03:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16952.00    total_reward_ma:6856.20  loss:-9.49               fps:121
+frame:6.00e+05           wall_t:4958              t:37500                  epi:nan
+opt_step:112314          lr:0.0003                alpha:0.01805
+2026-02-12 20:04:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:17114.00    total_reward_ma:7024.36  loss:-9.443              fps:121
+frame:6.10e+05           wall_t:5040              t:38125                  epi:nan
+opt_step:114189          lr:0.0003                alpha:0.01855
+2026-02-12 20:05:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:17059.00    total_reward_ma:7186.21  loss:-9.698              fps:121
+frame:6.20e+05           wall_t:5122              t:38750                  epi:nan
+opt_step:116064          lr:0.0003                alpha:0.01875
+2026-02-12 20:07:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:17081.00    total_reward_ma:7343.27  loss:-10.17              fps:121.1
+frame:6.30e+05           wall_t:5204              t:39375                  epi:nan
+opt_step:117939          lr:0.0003                alpha:0.01944
+2026-02-12 20:08:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16994.00    total_reward_ma:7494.06  loss:-9.896              fps:121.1
+frame:6.40e+05           wall_t:5287              t:40000                  epi:nan
+opt_step:119814          lr:0.0003                alpha:0.01977
+2026-02-12 20:09:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16974.00    total_reward_ma:7639.90  loss:-10.04              fps:121.1
+frame:6.50e+05           wall_t:5368              t:40625                  epi:nan
+opt_step:121689          lr:0.0003                alpha:0.02049
+2026-02-12 20:11:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16955.00    total_reward_ma:7781.04  loss:-9.983              fps:121.1
+frame:6.60e+05           wall_t:5450              t:41250                  epi:nan
+opt_step:123564          lr:0.0003                alpha:0.01962
+2026-02-12 20:12:42 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16633.00    total_reward_ma:7913.16  loss:-9.869              fps:121.1
+frame:6.70e+05           wall_t:5533              t:41875                  epi:nan
+opt_step:125439          lr:0.0003                alpha:0.02053
+2026-02-12 20:14:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16540.00    total_reward_ma:8040.03  loss:-10.24              fps:121.1
+frame:6.80e+05           wall_t:5615              t:42500                  epi:nan
+opt_step:127314          lr:0.0003                alpha:0.02131
+2026-02-12 20:15:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:16182.00    total_reward_ma:8158.03  loss:-10.22              fps:121.1
+frame:6.90e+05           wall_t:5696              t:43125                  epi:nan
+opt_step:129189          lr:0.0003                alpha:0.02139
+2026-02-12 20:16:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15555.00    total_reward_ma:8263.70  loss:-9.897              fps:121.1
+frame:7.00e+05           wall_t:5778              t:43750                  epi:nan
+opt_step:131064          lr:0.0003                alpha:0.0224
+2026-02-12 20:18:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:15330.00    total_reward_ma:8363.22  loss:-10.39              fps:121.1
+frame:7.10e+05           wall_t:5861              t:44375                  epi:nan
+opt_step:132939          lr:0.0003                alpha:0.0223
+2026-02-12 20:19:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14940.00    total_reward_ma:8454.57  loss:-10.55              fps:121.2
+frame:7.20e+05           wall_t:5943              t:45000                  epi:nan
+opt_step:134814          lr:0.0003                alpha:0.02211
+2026-02-12 20:20:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14779.00    total_reward_ma:8541.20  loss:-10.55              fps:121.2
+frame:7.30e+05           wall_t:6024              t:45625                  epi:nan
+opt_step:136689          lr:0.0003                alpha:0.02238
+2026-02-12 20:22:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14769.00    total_reward_ma:8625.36  loss:-10.75              fps:121.2
+frame:7.40e+05           wall_t:6106              t:46250                  epi:nan
+opt_step:138564          lr:0.0003                alpha:0.02273
+2026-02-12 20:23:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:14359.00    total_reward_ma:8701.81  loss:-10.68              fps:121.2
+frame:7.50e+05           wall_t:6188              t:46875                  epi:nan
+opt_step:140439          lr:0.0003                alpha:0.02381
+2026-02-12 20:25:01 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:13671.00    total_reward_ma:8767.19  loss:-11.22              fps:121.2
+frame:7.60e+05           wall_t:6271              t:47500                  epi:nan
+opt_step:142314          lr:0.0003                alpha:0.02485
+2026-02-12 20:26:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:13247.00    total_reward_ma:8825.37  loss:-11.15              fps:121.2
+frame:7.70e+05           wall_t:6353              t:48125                  epi:nan
+opt_step:144189          lr:0.0003                alpha:0.02451
+2026-02-12 20:27:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12914.00    total_reward_ma:8877.79  loss:-11.3               fps:121.2
+frame:7.80e+05           wall_t:6435              t:48750                  epi:nan
+opt_step:146064          lr:0.0003                alpha:0.02465
+2026-02-12 20:29:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12656.00    total_reward_ma:8925.62  loss:-11.71              fps:121.2
+frame:7.90e+05           wall_t:6516              t:49375                  epi:nan
+opt_step:147939          lr:0.0003                alpha:0.02509
+2026-02-12 20:30:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12271.00    total_reward_ma:8967.43  loss:-11.64              fps:121.2
+frame:8.00e+05           wall_t:6598              t:50000                  epi:nan
+opt_step:149814          lr:0.0003                alpha:0.02516
+2026-02-12 20:31:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12175.00    total_reward_ma:9007.03  loss:-11.78              fps:121.3
+frame:8.10e+05           wall_t:6680              t:50625                  epi:nan
+opt_step:151689          lr:0.0003                alpha:0.02588
+2026-02-12 20:33:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:12090.00    total_reward_ma:9044.63  loss:-11.81              fps:121.3
+frame:8.20e+05           wall_t:6762              t:51250                  epi:nan
+opt_step:153564          lr:0.0003                alpha:0.02554
+2026-02-12 20:34:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11911.00    total_reward_ma:9079.17  loss:-12.22              fps:121.3
+frame:8.30e+05           wall_t:6844              t:51875                  epi:nan
+opt_step:155439          lr:0.0003                alpha:0.02535
+2026-02-12 20:35:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11760.00    total_reward_ma:9111.08  loss:-11.81              fps:121.3
+frame:8.40e+05           wall_t:6925              t:52500                  epi:nan
+opt_step:157314          lr:0.0003                alpha:0.02519
+2026-02-12 20:37:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11578.00    total_reward_ma:9140.10  loss:-11.92              fps:121.3
+frame:8.50e+05           wall_t:7008              t:53125                  epi:nan
+opt_step:159189          lr:0.0003                alpha:0.02629
+2026-02-12 20:38:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11284.00    total_reward_ma:9165.03  loss:-12.28              fps:121.3
+frame:8.60e+05           wall_t:7091              t:53750                  epi:nan
+opt_step:161064          lr:0.0003                alpha:0.02595
+2026-02-12 20:40:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11295.00    total_reward_ma:9189.51  loss:-12.27              fps:121.3
+frame:8.70e+05           wall_t:7172              t:54375                  epi:nan
+opt_step:162939          lr:0.0003                alpha:0.02624
+2026-02-12 20:41:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11194.00    total_reward_ma:9212.29  loss:-12.23              fps:121.3
+frame:8.80e+05           wall_t:7254              t:55000                  epi:nan
+opt_step:164814          lr:0.0003                alpha:0.02607
+2026-02-12 20:42:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11081.00    total_reward_ma:9233.29  loss:-12.14              fps:121.3
+frame:8.90e+05           wall_t:7336              t:55625                  epi:nan
+opt_step:166689          lr:0.0003                alpha:0.02619
+2026-02-12 20:44:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11178.00    total_reward_ma:9254.90  loss:-12.16              fps:121.3
+frame:9.00e+05           wall_t:7418              t:56250                  epi:nan
+opt_step:168564          lr:0.0003                alpha:0.02612
+2026-02-12 20:45:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10831.00    total_reward_ma:9272.22  loss:-12.69              fps:121.3
+frame:9.10e+05           wall_t:7501              t:56875                  epi:nan
+opt_step:170439          lr:0.0003                alpha:0.02674
+2026-02-12 20:46:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10791.00    total_reward_ma:9288.73  loss:-12.15              fps:121.3
+frame:9.20e+05           wall_t:7582              t:57500                  epi:nan
+opt_step:172314          lr:0.0003                alpha:0.02685
+2026-02-12 20:48:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10699.00    total_reward_ma:9303.89  loss:-12.54              fps:121.3
+frame:9.30e+05           wall_t:7665              t:58125                  epi:nan
+opt_step:174189          lr:0.0003                alpha:0.02717
+2026-02-12 20:49:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10421.00    total_reward_ma:9315.77  loss:-12.37              fps:121.3
+frame:9.40e+05           wall_t:7748              t:58750                  epi:nan
+opt_step:176064          lr:0.0003                alpha:0.02789
+2026-02-12 20:50:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10346.00    total_reward_ma:9326.62  loss:-12.73              fps:121.3
+frame:9.50e+05           wall_t:7829              t:59375                  epi:nan
+opt_step:177939          lr:0.0003                alpha:0.02745
+2026-02-12 20:52:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10346.00    total_reward_ma:9337.24  loss:-12.86              fps:121.3
+frame:9.60e+05           wall_t:7912              t:60000                  epi:nan
+opt_step:179814          lr:0.0003                alpha:0.02776
+2026-02-12 20:53:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10554.00    total_reward_ma:9349.78  loss:-12.77              fps:121.4
+frame:9.70e+05           wall_t:7993              t:60625                  epi:nan
+opt_step:181689          lr:0.0003                alpha:0.02741
+2026-02-12 20:55:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10531.00    total_reward_ma:9361.83  loss:-12.47              fps:121.4
+frame:9.80e+05           wall_t:8075              t:61250                  epi:nan
+opt_step:183564          lr:0.0003                alpha:0.02742
+2026-02-12 20:56:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10517.00    total_reward_ma:9373.50  loss:-13.13              fps:121.4
+frame:9.90e+05           wall_t:8157              t:61875                  epi:nan
+opt_step:185439          lr:0.0003                alpha:0.02743
+2026-02-12 20:57:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10547.00    total_reward_ma:9385.24  loss:-12.27              fps:121.4
+frame:1.00e+06           wall_t:8239              t:62500                  epi:nan
+opt_step:187314          lr:0.0003                alpha:0.02785
+2026-02-12 20:59:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10376.00    total_reward_ma:9489.00  loss:-12.96              fps:121.4
+frame:1.01e+06           wall_t:8321              t:63125                  epi:nan
+opt_step:189189          lr:0.0003                alpha:0.02716
+2026-02-12 21:00:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10378.00    total_reward_ma:9589.21  loss:-12.75              fps:121.4
+frame:1.02e+06           wall_t:8404              t:63750                  epi:nan
+opt_step:191064          lr:0.0003                alpha:0.02741
+2026-02-12 21:01:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10428.00    total_reward_ma:9690.38  loss:-13.03              fps:121.4
+frame:1.03e+06           wall_t:8486              t:64375                  epi:nan
+opt_step:192939          lr:0.0003                alpha:0.02829
+2026-02-12 21:03:17 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10307.00    total_reward_ma:9789.10  loss:-12.7               fps:121.4
+frame:1.04e+06           wall_t:8568              t:65000                  epi:nan
+opt_step:194814          lr:0.0003                alpha:0.02747
+2026-02-12 21:04:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10253.00    total_reward_ma:9887.21  loss:-13.08              fps:121.4
+frame:1.05e+06           wall_t:8650              t:65625                  epi:nan
+opt_step:196689          lr:0.0003                alpha:0.02715
+2026-02-12 21:06:01 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10250.00    total_reward_ma:9985.16  loss:-12.74              fps:121.4
+frame:1.06e+06           wall_t:8731              t:66250                  epi:nan
+opt_step:198564          lr:0.0003                alpha:0.02711
+2026-02-12 21:07:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9919.00      total_reward_ma:10079.72  loss:-12.38               fps:121.4
+frame:1.07e+06            wall_t:8813               t:66875                   epi:nan
+opt_step:200439           lr:0.0003                 alpha:0.02765
+2026-02-12 21:08:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9861.00      total_reward_ma:10173.75  loss:-12.84               fps:121.4
+frame:1.08e+06            wall_t:8896               t:67500                   epi:nan
+opt_step:202314           lr:0.0003                 alpha:0.02674
+2026-02-12 21:10:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9902.00      total_reward_ma:10268.25  loss:-12.88               fps:121.4
+frame:1.09e+06            wall_t:8977               t:68125                   epi:nan
+opt_step:204189           lr:0.0003                 alpha:0.02735
+2026-02-12 21:11:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10003.00     total_reward_ma:10363.52  loss:-12.87               fps:121.4
+frame:1.10e+06            wall_t:9059               t:68750                   epi:nan
+opt_step:206064           lr:0.0003                 alpha:0.02704
+2026-02-12 21:12:51 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10153.00     total_reward_ma:10459.94  loss:-12.96               fps:121.4
+frame:1.11e+06            wall_t:9141               t:69375                   epi:nan
+opt_step:207939           lr:0.0003                 alpha:0.02687
+2026-02-12 21:14:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10363.00     total_reward_ma:10557.22  loss:-13.11               fps:121.4
+frame:1.12e+06            wall_t:9224               t:70000                   epi:nan
+opt_step:209814           lr:0.0003                 alpha:0.02671
+2026-02-12 21:15:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10432.00     total_reward_ma:10654.45  loss:-12.65               fps:121.4
+frame:1.13e+06            wall_t:9306               t:70625                   epi:nan
+opt_step:211689           lr:0.0003                 alpha:0.02603
+2026-02-12 21:16:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10491.00     total_reward_ma:10752.08  loss:-12.85               fps:121.4
+frame:1.14e+06            wall_t:9389               t:71250                   epi:nan
+opt_step:213564           lr:0.0003                 alpha:0.02563
+2026-02-12 21:18:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10587.00     total_reward_ma:10849.98  loss:-12.8                fps:121.4
+frame:1.15e+06            wall_t:9471               t:71875                   epi:nan
+opt_step:215439           lr:0.0003                 alpha:0.02588
+2026-02-12 21:19:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10842.00     total_reward_ma:10949.55  loss:-12.89               fps:121.4
+frame:1.16e+06            wall_t:9554               t:72500                   epi:nan
+opt_step:217314           lr:0.0003                 alpha:0.02579
+2026-02-12 21:21:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10785.00     total_reward_ma:11047.87  loss:-12.61               fps:121.4
+frame:1.17e+06            wall_t:9636               t:73125                   epi:nan
+opt_step:219189           lr:0.0003                 alpha:0.02734
+2026-02-12 21:22:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10970.00     total_reward_ma:11146.99  loss:-13.07               fps:121.4
+frame:1.18e+06            wall_t:9717               t:73750                   epi:nan
+opt_step:221064           lr:0.0003                 alpha:0.02651
+2026-02-12 21:23:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11125.00     total_reward_ma:11246.54  loss:-12.85               fps:121.5
+frame:1.19e+06            wall_t:9798               t:74375                   epi:nan
+opt_step:222939           lr:0.0003                 alpha:0.02694
+2026-02-12 21:25:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11176.00     total_reward_ma:11345.90  loss:-13.13               fps:121.5
+frame:1.20e+06            wall_t:9880               t:75000                   epi:nan
+opt_step:224814           lr:0.0003                 alpha:0.0273
+2026-02-12 21:26:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11222.00     total_reward_ma:11443.91  loss:-12.93               fps:121.5
+frame:1.21e+06            wall_t:9962               t:75625                   epi:nan
+opt_step:226689           lr:0.0003                 alpha:0.02724
+2026-02-12 21:27:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11269.00     total_reward_ma:11541.03  loss:-12.79               fps:121.5
+frame:1.22e+06            wall_t:10045              t:76250                   epi:nan
+opt_step:228564           lr:0.0003                 alpha:0.02738
+2026-02-12 21:29:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11046.00     total_reward_ma:11635.26  loss:-13.09               fps:121.4
+frame:1.23e+06            wall_t:10128              t:76875                   epi:nan
+opt_step:230439           lr:0.0003                 alpha:0.02681
+2026-02-12 21:30:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10944.00     total_reward_ma:11725.18  loss:-12.82               fps:121.4
+frame:1.24e+06            wall_t:10210              t:77500                   epi:nan
+opt_step:232314           lr:0.0003                 alpha:0.02738
+2026-02-12 21:32:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10944.00     total_reward_ma:11813.65  loss:-13.11               fps:121.5
+frame:1.25e+06            wall_t:10292              t:78125                   epi:nan
+opt_step:234189           lr:0.0003                 alpha:0.02676
+2026-02-12 21:33:23 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10874.00     total_reward_ma:11898.49  loss:-13.4                fps:121.5
+frame:1.26e+06            wall_t:10373              t:78750                   epi:nan
+opt_step:236064           lr:0.0003                 alpha:0.02619
+2026-02-12 21:34:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11123.00     total_reward_ma:11979.03  loss:-13.07               fps:121.5
+frame:1.27e+06            wall_t:10455              t:79375                   epi:nan
+opt_step:237939           lr:0.0003                 alpha:0.02657
+2026-02-12 21:36:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11137.00     total_reward_ma:12056.13  loss:-13.41               fps:121.5
+frame:1.28e+06            wall_t:10537              t:80000                   epi:nan
+opt_step:239814           lr:0.0003                 alpha:0.027
+2026-02-12 21:37:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10888.00     total_reward_ma:12126.12  loss:-12.94               fps:121.5
+frame:1.29e+06            wall_t:10619              t:80625                   epi:nan
+opt_step:241689           lr:0.0003                 alpha:0.02699
+2026-02-12 21:38:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10958.00     total_reward_ma:12190.25  loss:-13.27               fps:121.5
+frame:1.30e+06            wall_t:10700              t:81250                   epi:nan
+opt_step:243564           lr:0.0003                 alpha:0.02685
+2026-02-12 21:40:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10862.00     total_reward_ma:12247.28  loss:-13.02               fps:121.5
+frame:1.31e+06            wall_t:10782              t:81875                   epi:nan
+opt_step:245439           lr:0.0003                 alpha:0.02726
+2026-02-12 21:41:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10642.00     total_reward_ma:12299.78  loss:-13.1                fps:121.5
+frame:1.32e+06            wall_t:10863              t:82500                   epi:nan
+opt_step:247314           lr:0.0003                 alpha:0.02774
+2026-02-12 21:42:56 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10639.00     total_reward_ma:12344.07  loss:-12.9                fps:121.5
+frame:1.33e+06            wall_t:10946              t:83125                   epi:nan
+opt_step:249189           lr:0.0003                 alpha:0.0271
+2026-02-12 21:44:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10615.00     total_reward_ma:12379.03  loss:-13.25               fps:121.5
+frame:1.34e+06            wall_t:11028              t:83750                   epi:nan
+opt_step:251064           lr:0.0003                 alpha:0.02824
+2026-02-12 21:45:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10436.00     total_reward_ma:12410.43  loss:-13.15               fps:121.5
+frame:1.35e+06            wall_t:11111              t:84375                   epi:nan
+opt_step:252939           lr:0.0003                 alpha:0.02728
+2026-02-12 21:47:03 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10257.00     total_reward_ma:12437.68  loss:-13.08               fps:121.5
+frame:1.36e+06            wall_t:11193              t:85000                   epi:nan
+opt_step:254814           lr:0.0003                 alpha:0.02818
+2026-02-12 21:48:25 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10107.00     total_reward_ma:12453.20  loss:-12.96               fps:121.5
+frame:1.37e+06            wall_t:11275              t:85625                   epi:nan
+opt_step:256689           lr:0.0003                 alpha:0.02743
+2026-02-12 21:49:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10014.00     total_reward_ma:12460.10  loss:-13.42               fps:121.5
+frame:1.38e+06            wall_t:11357              t:86250                   epi:nan
+opt_step:258564           lr:0.0003                 alpha:0.02731
+2026-02-12 21:51:09 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9983.00      total_reward_ma:12461.24  loss:-13.47               fps:121.5
+frame:1.39e+06            wall_t:11439              t:86875                   epi:nan
+opt_step:260439           lr:0.0003                 alpha:0.02792
+2026-02-12 21:52:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9835.00      total_reward_ma:12458.83  loss:-12.93               fps:121.5
+frame:1.40e+06            wall_t:11520              t:87500                   epi:nan
+opt_step:262314           lr:0.0003                 alpha:0.02728
+2026-02-12 21:53:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9924.00      total_reward_ma:12449.63  loss:-13.56               fps:121.5
+frame:1.41e+06            wall_t:11603              t:88125                   epi:nan
+opt_step:264189           lr:0.0003                 alpha:0.02735
+2026-02-12 21:55:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9956.00      total_reward_ma:12433.44  loss:-13.22               fps:121.5
+frame:1.42e+06            wall_t:11684              t:88750                   epi:nan
+opt_step:266064           lr:0.0003                 alpha:0.02663
+2026-02-12 21:56:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9835.00      total_reward_ma:12414.76  loss:-13.19               fps:121.5
+frame:1.43e+06            wall_t:11766              t:89375                   epi:nan
+opt_step:267939           lr:0.0003                 alpha:0.02649
+2026-02-12 21:57:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9690.00      total_reward_ma:12391.61  loss:-13.1                fps:121.5
+frame:1.44e+06            wall_t:11847              t:90000                   epi:nan
+opt_step:269814           lr:0.0003                 alpha:0.02696
+2026-02-12 21:59:19 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9412.00      total_reward_ma:12356.77  loss:-13.24               fps:121.6
+frame:1.45e+06            wall_t:11929              t:90625                   epi:nan
+opt_step:271689           lr:0.0003                 alpha:0.02812
+2026-02-12 22:00:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9331.00      total_reward_ma:12313.84  loss:-12.86               fps:121.6
+frame:1.46e+06            wall_t:12011              t:91250                   epi:nan
+opt_step:273564           lr:0.0003                 alpha:0.02784
+2026-02-12 22:02:03 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9059.00      total_reward_ma:12257.86  loss:-13.7                fps:121.6
+frame:1.47e+06            wall_t:12093              t:91875                   epi:nan
+opt_step:275439           lr:0.0003                 alpha:0.02854
+2026-02-12 22:03:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9151.00      total_reward_ma:12201.91  loss:-13.29               fps:121.6
+frame:1.48e+06            wall_t:12174              t:92500                   epi:nan
+opt_step:277314           lr:0.0003                 alpha:0.0283
+2026-02-12 22:04:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9046.00      total_reward_ma:12143.70  loss:-13.39               fps:121.6
+frame:1.49e+06            wall_t:12256              t:93125                   epi:nan
+opt_step:279189           lr:0.0003                 alpha:0.02934
+2026-02-12 22:06:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8908.00      total_reward_ma:12079.65  loss:-13.47               fps:121.6
+frame:1.50e+06            wall_t:12339              t:93750                   epi:nan
+opt_step:281064           lr:0.0003                 alpha:0.02934
+2026-02-12 22:07:31 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8684.00      total_reward_ma:12012.09  loss:-13.96               fps:121.6
+frame:1.51e+06            wall_t:12421              t:94375                   epi:nan
+opt_step:282939           lr:0.0003                 alpha:0.02991
+2026-02-12 22:08:53 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8536.00      total_reward_ma:11939.19  loss:-13.64               fps:121.6
+frame:1.52e+06            wall_t:12503              t:95000                   epi:nan
+opt_step:284814           lr:0.0003                 alpha:0.02959
+2026-02-12 22:10:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8491.00      total_reward_ma:11864.29  loss:-13.69               fps:121.6
+frame:1.53e+06            wall_t:12584              t:95625                   epi:nan
+opt_step:286689           lr:0.0003                 alpha:0.03024
+2026-02-12 22:11:37 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8414.00      total_reward_ma:11784.93  loss:-13.45               fps:121.6
+frame:1.54e+06            wall_t:12667              t:96250                   epi:nan
+opt_step:288564           lr:0.0003                 alpha:0.02908
+2026-02-12 22:12:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8378.00      total_reward_ma:11704.08  loss:-13.91               fps:121.6
+frame:1.55e+06            wall_t:12749              t:96875                   epi:nan
+opt_step:290439           lr:0.0003                 alpha:0.02836
+2026-02-12 22:14:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8286.00      total_reward_ma:11621.13  loss:-13.65               fps:121.6
+frame:1.56e+06            wall_t:12832              t:97500                   epi:nan
+opt_step:292314           lr:0.0003                 alpha:0.02834
+2026-02-12 22:15:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8288.00      total_reward_ma:11537.38  loss:-13.9                fps:121.6
+frame:1.57e+06            wall_t:12914              t:98125                   epi:nan
+opt_step:294189           lr:0.0003                 alpha:0.02803
+2026-02-12 22:17:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8119.00      total_reward_ma:11450.35  loss:-13.52               fps:121.6
+frame:1.58e+06            wall_t:12996              t:98750                   epi:nan
+opt_step:296064           lr:0.0003                 alpha:0.02836
+2026-02-12 22:18:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:7911.00      total_reward_ma:11359.19  loss:-13.86               fps:121.6
+frame:1.59e+06            wall_t:13078              t:99375                   epi:nan
+opt_step:297939           lr:0.0003                 alpha:0.02855
+2026-02-12 22:19:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:7874.00      total_reward_ma:11268.41  loss:-13.64               fps:121.6
+frame:1.60e+06            wall_t:13159              t:100000                  epi:nan
+opt_step:299814           lr:0.0003                 alpha:0.0289
+2026-02-12 22:21:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8007.00      total_reward_ma:11177.34  loss:-13.94               fps:121.6
+frame:1.61e+06            wall_t:13241              t:100625                  epi:nan
+opt_step:301689           lr:0.0003                 alpha:0.02882
+2026-02-12 22:22:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8078.00      total_reward_ma:11087.53  loss:-13.97               fps:121.6
+frame:1.62e+06            wall_t:13323              t:101250                  epi:nan
+opt_step:303564           lr:0.0003                 alpha:0.0293
+2026-02-12 22:23:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8041.00      total_reward_ma:10997.13  loss:-13.77               fps:121.6
+frame:1.63e+06            wall_t:13405              t:101875                  epi:nan
+opt_step:305439           lr:0.0003                 alpha:0.02928
+2026-02-12 22:25:17 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8210.00      total_reward_ma:10909.29  loss:-14.05               fps:121.6
+frame:1.64e+06            wall_t:13487              t:102500                  epi:nan
+opt_step:307314           lr:0.0003                 alpha:0.02889
+2026-02-12 22:26:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8378.00      total_reward_ma:10823.33  loss:-14.01               fps:121.6
+frame:1.65e+06            wall_t:13569              t:103125                  epi:nan
+opt_step:309189           lr:0.0003                 alpha:0.02865
+2026-02-12 22:28:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8373.00      total_reward_ma:10737.51  loss:-14.46               fps:121.6
+frame:1.66e+06            wall_t:13650              t:103750                  epi:nan
+opt_step:311064           lr:0.0003                 alpha:0.02974
+2026-02-12 22:29:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8133.00      total_reward_ma:10652.51  loss:-14.75               fps:121.6
+frame:1.67e+06            wall_t:13733              t:104375                  epi:nan
+opt_step:312939           lr:0.0003                 alpha:0.03035
+2026-02-12 22:30:44 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8338.00      total_reward_ma:10570.49  loss:-14.54               fps:121.6
+frame:1.68e+06            wall_t:13814              t:105000                  epi:nan
+opt_step:314814           lr:0.0003                 alpha:0.0312
+2026-02-12 22:32:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8480.00      total_reward_ma:10493.47  loss:-14.75               fps:121.6
+frame:1.69e+06            wall_t:13897              t:105625                  epi:nan
+opt_step:316689           lr:0.0003                 alpha:0.03116
+2026-02-12 22:33:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8589.00      total_reward_ma:10423.81  loss:-15.58               fps:121.6
+frame:1.70e+06            wall_t:13978              t:106250                  epi:nan
+opt_step:318564           lr:0.0003                 alpha:0.03069
+2026-02-12 22:34:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8596.00      total_reward_ma:10356.47  loss:-15.12               fps:121.6
+frame:1.71e+06            wall_t:14061              t:106875                  epi:nan
+opt_step:320439           lr:0.0003                 alpha:0.03003
+2026-02-12 22:36:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8627.00      total_reward_ma:10293.34  loss:-15.32               fps:121.6
+frame:1.72e+06            wall_t:14142              t:107500                  epi:nan
+opt_step:322314           lr:0.0003                 alpha:0.02899
+2026-02-12 22:37:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8589.00      total_reward_ma:10231.44  loss:-15.42               fps:121.6
+frame:1.73e+06            wall_t:14225              t:108125                  epi:nan
+opt_step:324189           lr:0.0003                 alpha:0.02888
+2026-02-12 22:38:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8617.00      total_reward_ma:10169.92  loss:-14.63               fps:121.6
+frame:1.74e+06            wall_t:14307              t:108750                  epi:nan
+opt_step:326064           lr:0.0003                 alpha:0.02868
+2026-02-12 22:40:19 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8718.00      total_reward_ma:10113.51  loss:-14.9                fps:121.6
+frame:1.75e+06            wall_t:14389              t:109375                  epi:nan
+opt_step:327939           lr:0.0003                 alpha:0.02864
+2026-02-12 22:41:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:8961.00      total_reward_ma:10066.41  loss:-15.43               fps:121.6
+frame:1.76e+06            wall_t:14471              t:110000                  epi:nan
+opt_step:329814           lr:0.0003                 alpha:0.02796
+2026-02-12 22:43:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9034.00      total_reward_ma:10024.28  loss:-15.09               fps:121.6
+frame:1.77e+06            wall_t:14553              t:110625                  epi:nan
+opt_step:331689           lr:0.0003                 alpha:0.0275
+2026-02-12 22:44:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9095.00     total_reward_ma:9986.09  loss:-15.31              fps:121.6
+frame:1.78e+06           wall_t:14634             t:111250                 epi:nan
+opt_step:333564          lr:0.0003                alpha:0.02738
+2026-02-12 22:45:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9081.00     total_reward_ma:9950.34  loss:-15.25              fps:121.6
+frame:1.79e+06           wall_t:14716             t:111875                 epi:nan
+opt_step:335439          lr:0.0003                alpha:0.02745
+2026-02-12 22:47:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9138.00     total_reward_ma:9919.01  loss:-15.79              fps:121.6
+frame:1.80e+06           wall_t:14798             t:112500                 epi:nan
+opt_step:337314          lr:0.0003                alpha:0.02713
+2026-02-12 22:48:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9035.00     total_reward_ma:9887.61  loss:-15.12              fps:121.6
+frame:1.81e+06           wall_t:14879             t:113125                 epi:nan
+opt_step:339189          lr:0.0003                alpha:0.02794
+2026-02-12 22:49:51 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9112.00     total_reward_ma:9857.83  loss:-15.1               fps:121.6
+frame:1.82e+06           wall_t:14961             t:113750                 epi:nan
+opt_step:341064          lr:0.0003                alpha:0.02757
+2026-02-12 22:51:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9056.00     total_reward_ma:9829.28  loss:-14.17              fps:121.6
+frame:1.83e+06           wall_t:15044             t:114375                 epi:nan
+opt_step:342939          lr:0.0003                alpha:0.02708
+2026-02-12 22:52:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9197.00     total_reward_ma:9803.65  loss:-14.77              fps:121.6
+frame:1.84e+06           wall_t:15127             t:115000                 epi:nan
+opt_step:344814          lr:0.0003                alpha:0.02654
+2026-02-12 22:53:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9322.00     total_reward_ma:9781.09  loss:-14.06              fps:121.6
+frame:1.85e+06           wall_t:15210             t:115625                 epi:nan
+opt_step:346689          lr:0.0003                alpha:0.02567
+2026-02-12 22:55:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9430.00     total_reward_ma:9762.55  loss:-14.34              fps:121.6
+frame:1.86e+06           wall_t:15292             t:116250                 epi:nan
+opt_step:348564          lr:0.0003                alpha:0.02537
+2026-02-12 22:56:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9618.00     total_reward_ma:9745.78  loss:-13.87              fps:121.6
+frame:1.87e+06           wall_t:15373             t:116875                 epi:nan
+opt_step:350439          lr:0.0003                alpha:0.02446
+2026-02-12 22:58:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9813.00     total_reward_ma:9731.97  loss:-13.47              fps:121.6
+frame:1.88e+06           wall_t:15455             t:117500                 epi:nan
+opt_step:352314          lr:0.0003                alpha:0.024
+2026-02-12 22:59:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:9938.00     total_reward_ma:9720.54  loss:-13.66              fps:121.7
+frame:1.89e+06           wall_t:15536             t:118125                 epi:nan
+opt_step:354189          lr:0.0003                alpha:0.0246
+2026-02-12 23:00:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10198.00    total_reward_ma:9710.74  loss:-13.38              fps:121.7
+frame:1.90e+06           wall_t:15618             t:118750                 epi:nan
+opt_step:356064          lr:0.0003                alpha:0.02472
+2026-02-12 23:02:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10591.00    total_reward_ma:9708.34  loss:-13.62              fps:121.7
+frame:1.91e+06           wall_t:15700             t:119375                 epi:nan
+opt_step:357939          lr:0.0003                alpha:0.02503
+2026-02-12 23:03:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10619.00    total_reward_ma:9706.62  loss:-13.93              fps:121.6
+frame:1.92e+06           wall_t:15783             t:120000                 epi:nan
+opt_step:359814          lr:0.0003                alpha:0.02493
+2026-02-12 23:04:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10619.00    total_reward_ma:9705.82  loss:-13.25              fps:121.7
+frame:1.93e+06           wall_t:15864             t:120625                 epi:nan
+opt_step:361689          lr:0.0003                alpha:0.02436
+2026-02-12 23:06:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:10804.00    total_reward_ma:9709.65  loss:-13.54              fps:121.7
+frame:1.94e+06           wall_t:15947             t:121250                 epi:nan
+opt_step:363564          lr:0.0003                alpha:0.02472
+2026-02-12 23:07:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11022.00    total_reward_ma:9716.41  loss:-14.85              fps:121.7
+frame:1.95e+06           wall_t:16029             t:121875                 epi:nan
+opt_step:365439          lr:0.0003                alpha:0.02431
+2026-02-12 23:09:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11094.00    total_reward_ma:9723.89  loss:-13.88              fps:121.7
+frame:1.96e+06           wall_t:16111             t:122500                 epi:nan
+opt_step:367314          lr:0.0003                alpha:0.02357
+2026-02-12 23:10:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11139.00    total_reward_ma:9729.74  loss:-13.09              fps:121.7
+frame:1.97e+06           wall_t:16192             t:123125                 epi:nan
+opt_step:369189          lr:0.0003                alpha:0.02468
+2026-02-12 23:11:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11152.00    total_reward_ma:9735.95  loss:-14.16              fps:121.7
+frame:1.98e+06           wall_t:16271             t:123750                 epi:nan
+opt_step:371064          lr:0.0003                alpha:0.02367
+2026-02-12 23:12:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11201.00    total_reward_ma:9742.79  loss:-13.44              fps:121.7
+frame:1.99e+06           wall_t:16347             t:124375                 epi:nan
+opt_step:372939          lr:0.0003                alpha:0.02326
+2026-02-12 23:13:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train]
+total_reward:11312.00    total_reward_ma:9750.44  loss:-14.75              fps:121.9
+frame:2.00e+06           wall_t:16402             t:125000                 epi:nan
+opt_step:374814          lr:0.0003                alpha:0.02381
+2026-02-12 23:13:52 | INFO | PID:1338 | slm_lab.lib.logger:info | Session 0 done

data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s1.log

@@ -0,0 +1,802 @@
+2026-02-12 18:40:26 | INFO | PID:1339 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-12 18:42:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:125.81     total_reward_ma:125.81  loss:-18.52             fps:83.33
+frame:1.00e+04          wall_t:120              t:625                   epi:nan
+opt_step:1689           lr:0.0003               alpha:0.631
+2026-02-12 18:43:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:481.25     total_reward_ma:303.53  loss:-27.21             fps:99.01
+frame:2.00e+04          wall_t:202              t:1250                  epi:nan
+opt_step:3564           lr:0.0003               alpha:0.4035
+2026-02-12 18:45:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:500.00     total_reward_ma:369.02  loss:-32.25             fps:105.6
+frame:3.00e+04          wall_t:284              t:1875                  epi:nan
+opt_step:5439           lr:0.0003               alpha:0.2643
+2026-02-12 18:46:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:506.25     total_reward_ma:403.33  loss:-32.96             fps:109
+frame:4.00e+04          wall_t:367              t:2500                  epi:nan
+opt_step:7314           lr:0.0003               alpha:0.1745
+2026-02-12 18:47:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:506.38     total_reward_ma:423.94  loss:-33.95             fps:111.4
+frame:5.00e+04          wall_t:449              t:3125                  epi:nan
+opt_step:9189           lr:0.0003               alpha:0.1157
+2026-02-12 18:49:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:490.74     total_reward_ma:435.07  loss:-31.92             fps:113
+frame:6.00e+04          wall_t:531              t:3750                  epi:nan
+opt_step:11064          lr:0.0003               alpha:0.07688
+2026-02-12 18:50:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:509.38     total_reward_ma:445.69  loss:-30.8              fps:114.2
+frame:7.00e+04          wall_t:613              t:4375                  epi:nan
+opt_step:12939          lr:0.0003               alpha:0.0512
+2026-02-12 18:52:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:520.25     total_reward_ma:455.01  loss:-28.81             fps:115.1
+frame:8.00e+04          wall_t:695              t:5000                  epi:nan
+opt_step:14814          lr:0.0003               alpha:0.0342
+2026-02-12 18:53:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:520.24     total_reward_ma:462.26  loss:-27.12             fps:115.8
+frame:9.00e+04          wall_t:777              t:5625                  epi:nan
+opt_step:16689          lr:0.0003               alpha:0.02294
+2026-02-12 18:54:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:540.00     total_reward_ma:470.03  loss:-25.01             fps:116.4
+frame:1.00e+05          wall_t:859              t:6250                  epi:nan
+opt_step:18564          lr:0.0003               alpha:0.01548
+2026-02-12 18:56:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:578.00     total_reward_ma:479.85  loss:-23.11             fps:116.8
+frame:1.10e+05          wall_t:942              t:6875                  epi:nan
+opt_step:20439          lr:0.0003               alpha:0.01062
+2026-02-12 18:57:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:647.00     total_reward_ma:493.77  loss:-21.18             fps:117.3
+frame:1.20e+05          wall_t:1023             t:7500                  epi:nan
+opt_step:22314          lr:0.0003               alpha:0.007462
+2026-02-12 18:58:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:664.00     total_reward_ma:506.87  loss:-19.67             fps:117.5
+frame:1.30e+05          wall_t:1106             t:8125                  epi:nan
+opt_step:24189          lr:0.0003               alpha:0.006738
+2026-02-12 19:00:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:751.00     total_reward_ma:524.31  loss:-17.79             fps:117.9
+frame:1.40e+05          wall_t:1187             t:8750                  epi:nan
+opt_step:26064          lr:0.0003               alpha:0.006738
+2026-02-12 19:01:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:818.00     total_reward_ma:543.89  loss:-16.73             fps:118.2
+frame:1.50e+05          wall_t:1269             t:9375                  epi:nan
+opt_step:27939          lr:0.0003               alpha:0.006738
+2026-02-12 19:03:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:922.00     total_reward_ma:567.52  loss:-15.25             fps:118.4
+frame:1.60e+05          wall_t:1351             t:10000                 epi:nan
+opt_step:29814          lr:0.0003               alpha:0.006738
+2026-02-12 19:04:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:971.00     total_reward_ma:591.25  loss:-14.08             fps:118.6
+frame:1.70e+05          wall_t:1433             t:10625                 epi:nan
+opt_step:31689          lr:0.0003               alpha:0.006738
+2026-02-12 19:05:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:995.00     total_reward_ma:613.68  loss:-12.8              fps:118.8
+frame:1.80e+05          wall_t:1515             t:11250                 epi:nan
+opt_step:33564          lr:0.0003               alpha:0.006738
+2026-02-12 19:07:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1031.00    total_reward_ma:635.65  loss:-11.78             fps:119
+frame:1.90e+05          wall_t:1597             t:11875                 epi:nan
+opt_step:35439          lr:0.0003               alpha:0.006738
+2026-02-12 19:08:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1034.00    total_reward_ma:655.56  loss:-11.12             fps:119.2
+frame:2.00e+05          wall_t:1678             t:12500                 epi:nan
+opt_step:37314          lr:0.0003               alpha:0.006738
+2026-02-12 19:09:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1185.00    total_reward_ma:680.78  loss:-10.11             fps:119.3
+frame:2.10e+05          wall_t:1760             t:13125                 epi:nan
+opt_step:39189          lr:0.0003               alpha:0.006758
+2026-02-12 19:11:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1237.00    total_reward_ma:706.06  loss:-9.434             fps:119.4
+frame:2.20e+05          wall_t:1842             t:13750                 epi:nan
+opt_step:41064          lr:0.0003               alpha:0.008329
+2026-02-12 19:12:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1628.00    total_reward_ma:746.14  loss:-8.778             fps:119.5
+frame:2.30e+05          wall_t:1924             t:14375                 epi:nan
+opt_step:42939          lr:0.0003               alpha:0.01098
+2026-02-12 19:13:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:1805.00    total_reward_ma:790.26  loss:-8.61              fps:119.7
+frame:2.40e+05          wall_t:2005             t:15000                 epi:nan
+opt_step:44814          lr:0.0003               alpha:0.01394
+2026-02-12 19:15:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:2302.00    total_reward_ma:850.73  loss:-8.026             fps:119.7
+frame:2.50e+05          wall_t:2088             t:15625                 epi:nan
+opt_step:46689          lr:0.0003               alpha:0.01718
+2026-02-12 19:16:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:2792.00    total_reward_ma:925.40  loss:-8.048             fps:119.8
+frame:2.60e+05          wall_t:2170             t:16250                 epi:nan
+opt_step:48564          lr:0.0003               alpha:0.01797
+2026-02-12 19:18:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:3098.00     total_reward_ma:1005.86  loss:-7.449              fps:119.9
+frame:2.70e+05           wall_t:2251              t:16875                  epi:nan
+opt_step:50439           lr:0.0003                alpha:0.01716
+2026-02-12 19:19:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:3533.00     total_reward_ma:1096.12  loss:-7.638              fps:120
+frame:2.80e+05           wall_t:2333              t:17500                  epi:nan
+opt_step:52314           lr:0.0003                alpha:0.01635
+2026-02-12 19:20:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:3789.00     total_reward_ma:1188.98  loss:-7.832              fps:120.1
+frame:2.90e+05           wall_t:2414              t:18125                  epi:nan
+opt_step:54189           lr:0.0003                alpha:0.01665
+2026-02-12 19:22:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:4207.00     total_reward_ma:1289.58  loss:-8.524              fps:120.2
+frame:3.00e+05           wall_t:2496              t:18750                  epi:nan
+opt_step:56064           lr:0.0003                alpha:0.01811
+2026-02-12 19:23:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:5118.00     total_reward_ma:1413.07  loss:-8.75               fps:120.3
+frame:3.10e+05           wall_t:2577              t:19375                  epi:nan
+opt_step:57939           lr:0.0003                alpha:0.02116
+2026-02-12 19:24:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:5447.00     total_reward_ma:1539.13  loss:-8.945              fps:120.4
+frame:3.20e+05           wall_t:2658              t:20000                  epi:nan
+opt_step:59814           lr:0.0003                alpha:0.02316
+2026-02-12 19:26:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:5883.00     total_reward_ma:1670.77  loss:-9.315              fps:120.5
+frame:3.30e+05           wall_t:2739              t:20625                  epi:nan
+opt_step:61689           lr:0.0003                alpha:0.02384
+2026-02-12 19:27:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:6415.00     total_reward_ma:1810.30  loss:-9.326              fps:120.5
+frame:3.40e+05           wall_t:2821              t:21250                  epi:nan
+opt_step:63564           lr:0.0003                alpha:0.02242
+2026-02-12 19:28:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7034.00     total_reward_ma:1959.55  loss:-9.33               fps:120.6
+frame:3.50e+05           wall_t:2902              t:21875                  epi:nan
+opt_step:65439           lr:0.0003                alpha:0.02172
+2026-02-12 19:30:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7410.00     total_reward_ma:2110.95  loss:-9.363              fps:120.6
+frame:3.60e+05           wall_t:2984              t:22500                  epi:nan
+opt_step:67314           lr:0.0003                alpha:0.02071
+2026-02-12 19:31:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7898.00     total_reward_ma:2267.36  loss:-9.602              fps:120.7
+frame:3.70e+05           wall_t:3066              t:23125                  epi:nan
+opt_step:69189           lr:0.0003                alpha:0.02089
+2026-02-12 19:32:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8611.00     total_reward_ma:2434.30  loss:-9.457              fps:120.7
+frame:3.80e+05           wall_t:3148              t:23750                  epi:nan
+opt_step:71064           lr:0.0003                alpha:0.02065
+2026-02-12 19:34:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9044.00     total_reward_ma:2603.78  loss:-9.981              fps:120.7
+frame:3.90e+05           wall_t:3230              t:24375                  epi:nan
+opt_step:72939           lr:0.0003                alpha:0.02013
+2026-02-12 19:35:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9627.00     total_reward_ma:2779.36  loss:-10.02              fps:120.8
+frame:4.00e+05           wall_t:3312              t:25000                  epi:nan
+opt_step:74814           lr:0.0003                alpha:0.01868
+2026-02-12 19:37:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10238.00    total_reward_ma:2961.28  loss:-9.414              fps:120.8
+frame:4.10e+05           wall_t:3394              t:25625                  epi:nan
+opt_step:76689           lr:0.0003                alpha:0.01894
+2026-02-12 19:38:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10753.00    total_reward_ma:3146.79  loss:-9.731              fps:120.9
+frame:4.20e+05           wall_t:3475              t:26250                  epi:nan
+opt_step:78564           lr:0.0003                alpha:0.01784
+2026-02-12 19:39:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10965.00    total_reward_ma:3328.61  loss:-9.935              fps:120.9
+frame:4.30e+05           wall_t:3557              t:26875                  epi:nan
+opt_step:80439           lr:0.0003                alpha:0.01902
+2026-02-12 19:41:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11108.00    total_reward_ma:3505.42  loss:-10.15              fps:120.9
+frame:4.40e+05           wall_t:3639              t:27500                  epi:nan
+opt_step:82314           lr:0.0003                alpha:0.01803
+2026-02-12 19:42:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11149.00    total_reward_ma:3675.27  loss:-9.696              fps:120.9
+frame:4.50e+05           wall_t:3721              t:28125                  epi:nan
+opt_step:84189           lr:0.0003                alpha:0.018
+2026-02-12 19:43:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11132.00    total_reward_ma:3837.38  loss:-9.949              fps:121
+frame:4.60e+05           wall_t:3803              t:28750                  epi:nan
+opt_step:86064           lr:0.0003                alpha:0.01779
+2026-02-12 19:45:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11236.00    total_reward_ma:3994.79  loss:-9.913              fps:121
+frame:4.70e+05           wall_t:3884              t:29375                  epi:nan
+opt_step:87939           lr:0.0003                alpha:0.01685
+2026-02-12 19:46:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11409.00    total_reward_ma:4149.26  loss:-9.591              fps:121
+frame:4.80e+05           wall_t:3967              t:30000                  epi:nan
+opt_step:89814           lr:0.0003                alpha:0.01654
+2026-02-12 19:47:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11429.00    total_reward_ma:4297.82  loss:-9.537              fps:121
+frame:4.90e+05           wall_t:4048              t:30625                  epi:nan
+opt_step:91689           lr:0.0003                alpha:0.01571
+2026-02-12 19:49:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11670.00    total_reward_ma:4445.27  loss:-9.386              fps:121.1
+frame:5.00e+05           wall_t:4129              t:31250                  epi:nan
+opt_step:93564           lr:0.0003                alpha:0.016
+2026-02-12 19:50:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11806.00    total_reward_ma:4589.59  loss:-9.326              fps:121.1
+frame:5.10e+05           wall_t:4211              t:31875                  epi:nan
+opt_step:95439           lr:0.0003                alpha:0.01555
+2026-02-12 19:52:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11866.00    total_reward_ma:4729.52  loss:-9.771              fps:121.1
+frame:5.20e+05           wall_t:4293              t:32500                  epi:nan
+opt_step:97314           lr:0.0003                alpha:0.01616
+2026-02-12 19:53:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11837.00    total_reward_ma:4863.63  loss:-9.319              fps:121.2
+frame:5.30e+05           wall_t:4374              t:33125                  epi:nan
+opt_step:99189           lr:0.0003                alpha:0.01628
+2026-02-12 19:54:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11924.00    total_reward_ma:4994.38  loss:-9.24               fps:121.2
+frame:5.40e+05           wall_t:4457              t:33750                  epi:nan
+opt_step:101064          lr:0.0003                alpha:0.01615
+2026-02-12 19:56:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12150.00    total_reward_ma:5124.48  loss:-9.539              fps:121.2
+frame:5.50e+05           wall_t:4538              t:34375                  epi:nan
+opt_step:102939          lr:0.0003                alpha:0.01697
+2026-02-12 19:57:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11987.00    total_reward_ma:5247.02  loss:-9.338              fps:121.2
+frame:5.60e+05           wall_t:4619              t:35000                  epi:nan
+opt_step:104814          lr:0.0003                alpha:0.01717
+2026-02-12 19:58:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12007.00    total_reward_ma:5365.62  loss:-9.098              fps:121.3
+frame:5.70e+05           wall_t:4700              t:35625                  epi:nan
+opt_step:106689          lr:0.0003                alpha:0.01735
+2026-02-12 20:00:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11963.00    total_reward_ma:5479.37  loss:-9.458              fps:121.3
+frame:5.80e+05           wall_t:4782              t:36250                  epi:nan
+opt_step:108564          lr:0.0003                alpha:0.01759
+2026-02-12 20:01:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12099.00    total_reward_ma:5591.56  loss:-9.715              fps:121.3
+frame:5.90e+05           wall_t:4864              t:36875                  epi:nan
+opt_step:110439          lr:0.0003                alpha:0.01799
+2026-02-12 20:02:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11981.00    total_reward_ma:5698.06  loss:-9.443              fps:121.3
+frame:6.00e+05           wall_t:4945              t:37500                  epi:nan
+opt_step:112314          lr:0.0003                alpha:0.01875
+2026-02-12 20:04:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11804.00    total_reward_ma:5798.15  loss:-9.598              fps:121.3
+frame:6.10e+05           wall_t:5027              t:38125                  epi:nan
+opt_step:114189          lr:0.0003                alpha:0.01916
+2026-02-12 20:05:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11707.00    total_reward_ma:5893.46  loss:-9.462              fps:121.4
+frame:6.20e+05           wall_t:5108              t:38750                  epi:nan
+opt_step:116064          lr:0.0003                alpha:0.01864
+2026-02-12 20:07:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11759.00    total_reward_ma:5986.56  loss:-9.249              fps:121.4
+frame:6.30e+05           wall_t:5190              t:39375                  epi:nan
+opt_step:117939          lr:0.0003                alpha:0.019
+2026-02-12 20:08:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11910.00    total_reward_ma:6079.11  loss:-10.2               fps:121.4
+frame:6.40e+05           wall_t:5271              t:40000                  epi:nan
+opt_step:119814          lr:0.0003                alpha:0.01985
+2026-02-12 20:09:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11999.00    total_reward_ma:6170.19  loss:-10.11              fps:121.4
+frame:6.50e+05           wall_t:5353              t:40625                  epi:nan
+opt_step:121689          lr:0.0003                alpha:0.02
+2026-02-12 20:11:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12009.00    total_reward_ma:6258.66  loss:-9.779              fps:121.4
+frame:6.60e+05           wall_t:5435              t:41250                  epi:nan
+opt_step:123564          lr:0.0003                alpha:0.02013
+2026-02-12 20:12:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12230.00    total_reward_ma:6347.78  loss:-9.676              fps:121.4
+frame:6.70e+05           wall_t:5517              t:41875                  epi:nan
+opt_step:125439          lr:0.0003                alpha:0.01953
+2026-02-12 20:13:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12369.00    total_reward_ma:6436.33  loss:-10.05              fps:121.5
+frame:6.80e+05           wall_t:5598              t:42500                  epi:nan
+opt_step:127314          lr:0.0003                alpha:0.02112
+2026-02-12 20:15:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12248.00    total_reward_ma:6520.56  loss:-10.24              fps:121.5
+frame:6.90e+05           wall_t:5679              t:43125                  epi:nan
+opt_step:129189          lr:0.0003                alpha:0.02092
+2026-02-12 20:16:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12340.00    total_reward_ma:6603.69  loss:-10.2               fps:121.5
+frame:7.00e+05           wall_t:5760              t:43750                  epi:nan
+opt_step:131064          lr:0.0003                alpha:0.02031
+2026-02-12 20:17:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12296.00    total_reward_ma:6683.86  loss:-9.995              fps:121.5
+frame:7.10e+05           wall_t:5842              t:44375                  epi:nan
+opt_step:132939          lr:0.0003                alpha:0.02125
+2026-02-12 20:19:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12322.00    total_reward_ma:6762.17  loss:-10.23              fps:121.6
+frame:7.20e+05           wall_t:5923              t:45000                  epi:nan
+opt_step:134814          lr:0.0003                alpha:0.02146
+2026-02-12 20:20:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12117.00    total_reward_ma:6835.52  loss:-10.57              fps:121.6
+frame:7.30e+05           wall_t:6004              t:45625                  epi:nan
+opt_step:136689          lr:0.0003                alpha:0.02174
+2026-02-12 20:21:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12096.00    total_reward_ma:6906.61  loss:-10.61              fps:121.6
+frame:7.40e+05           wall_t:6084              t:46250                  epi:nan
+opt_step:138564          lr:0.0003                alpha:0.0221
+2026-02-12 20:23:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12030.00    total_reward_ma:6974.92  loss:-10.51              fps:121.6
+frame:7.50e+05           wall_t:6166              t:46875                  epi:nan
+opt_step:140439          lr:0.0003                alpha:0.02271
+2026-02-12 20:24:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11906.00    total_reward_ma:7039.81  loss:-10.69              fps:121.7
+frame:7.60e+05           wall_t:6246              t:47500                  epi:nan
+opt_step:142314          lr:0.0003                alpha:0.02314
+2026-02-12 20:25:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12002.00    total_reward_ma:7104.25  loss:-10.51              fps:121.7
+frame:7.70e+05           wall_t:6327              t:48125                  epi:nan
+opt_step:144189          lr:0.0003                alpha:0.02323
+2026-02-12 20:27:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:12015.00    total_reward_ma:7167.21  loss:-11.06              fps:121.7
+frame:7.80e+05           wall_t:6409              t:48750                  epi:nan
+opt_step:146064          lr:0.0003                alpha:0.02289
+2026-02-12 20:28:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11870.00    total_reward_ma:7226.74  loss:-11.03              fps:121.7
+frame:7.90e+05           wall_t:6492              t:49375                  epi:nan
+opt_step:147939          lr:0.0003                alpha:0.02374
+2026-02-12 20:30:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11928.00    total_reward_ma:7285.50  loss:-11.14              fps:121.7
+frame:8.00e+05           wall_t:6573              t:50000                  epi:nan
+opt_step:149814          lr:0.0003                alpha:0.02441
+2026-02-12 20:31:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11870.00    total_reward_ma:7342.10  loss:-11.13              fps:121.7
+frame:8.10e+05           wall_t:6656              t:50625                  epi:nan
+opt_step:151689          lr:0.0003                alpha:0.02347
+2026-02-12 20:32:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11734.00    total_reward_ma:7395.66  loss:-11.23              fps:121.7
+frame:8.20e+05           wall_t:6736              t:51250                  epi:nan
+opt_step:153564          lr:0.0003                alpha:0.02446
+2026-02-12 20:34:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11439.00    total_reward_ma:7444.38  loss:-11.29              fps:121.7
+frame:8.30e+05           wall_t:6818              t:51875                  epi:nan
+opt_step:155439          lr:0.0003                alpha:0.02499
+2026-02-12 20:35:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11439.00    total_reward_ma:7491.93  loss:-11.4               fps:121.8
+frame:8.40e+05           wall_t:6899              t:52500                  epi:nan
+opt_step:157314          lr:0.0003                alpha:0.02488
+2026-02-12 20:36:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11298.00    total_reward_ma:7536.71  loss:-11.17              fps:121.8
+frame:8.50e+05           wall_t:6981              t:53125                  epi:nan
+opt_step:159189          lr:0.0003                alpha:0.02494
+2026-02-12 20:38:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11311.00    total_reward_ma:7580.60  loss:-11.83              fps:121.7
+frame:8.60e+05           wall_t:7064              t:53750                  epi:nan
+opt_step:161064          lr:0.0003                alpha:0.02501
+2026-02-12 20:39:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11362.00    total_reward_ma:7624.06  loss:-11.62              fps:121.8
+frame:8.70e+05           wall_t:7145              t:54375                  epi:nan
+opt_step:162939          lr:0.0003                alpha:0.02489
+2026-02-12 20:40:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11563.00    total_reward_ma:7668.82  loss:-11.64              fps:121.8
+frame:8.80e+05           wall_t:7227              t:55000                  epi:nan
+opt_step:164814          lr:0.0003                alpha:0.0252
+2026-02-12 20:42:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11540.00    total_reward_ma:7712.32  loss:-11.58              fps:121.8
+frame:8.90e+05           wall_t:7309              t:55625                  epi:nan
+opt_step:166689          lr:0.0003                alpha:0.02563
+2026-02-12 20:43:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11528.00    total_reward_ma:7754.71  loss:-11.98              fps:121.8
+frame:9.00e+05           wall_t:7392              t:56250                  epi:nan
+opt_step:168564          lr:0.0003                alpha:0.02514
+2026-02-12 20:45:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11241.00    total_reward_ma:7793.03  loss:-11.87              fps:121.8
+frame:9.10e+05           wall_t:7473              t:56875                  epi:nan
+opt_step:170439          lr:0.0003                alpha:0.02504
+2026-02-12 20:46:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11333.00    total_reward_ma:7831.50  loss:-11.68              fps:121.8
+frame:9.20e+05           wall_t:7555              t:57500                  epi:nan
+opt_step:172314          lr:0.0003                alpha:0.02533
+2026-02-12 20:47:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11175.00    total_reward_ma:7867.46  loss:-11.96              fps:121.8
+frame:9.30e+05           wall_t:7637              t:58125                  epi:nan
+opt_step:174189          lr:0.0003                alpha:0.02635
+2026-02-12 20:49:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11073.00    total_reward_ma:7901.56  loss:-11.92              fps:121.8
+frame:9.40e+05           wall_t:7717              t:58750                  epi:nan
+opt_step:176064          lr:0.0003                alpha:0.02653
+2026-02-12 20:50:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10589.00    total_reward_ma:7929.85  loss:-11.94              fps:121.8
+frame:9.50e+05           wall_t:7799              t:59375                  epi:nan
+opt_step:177939          lr:0.0003                alpha:0.02693
+2026-02-12 20:51:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10295.00    total_reward_ma:7954.48  loss:-12.12              fps:121.8
+frame:9.60e+05           wall_t:7881              t:60000                  epi:nan
+opt_step:179814          lr:0.0003                alpha:0.0276
+2026-02-12 20:53:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9846.00     total_reward_ma:7973.98  loss:-12.27              fps:121.8
+frame:9.70e+05           wall_t:7964              t:60625                  epi:nan
+opt_step:181689          lr:0.0003                alpha:0.02742
+2026-02-12 20:54:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9762.00     total_reward_ma:7992.23  loss:-12.42              fps:121.8
+frame:9.80e+05           wall_t:8045              t:61250                  epi:nan
+opt_step:183564          lr:0.0003                alpha:0.02846
+2026-02-12 20:55:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9530.00     total_reward_ma:8007.76  loss:-12.41              fps:121.8
+frame:9.90e+05           wall_t:8127              t:61875                  epi:nan
+opt_step:185439          lr:0.0003                alpha:0.02827
+2026-02-12 20:57:18 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9395.00     total_reward_ma:8021.63  loss:-12.56              fps:121.8
+frame:1.00e+06           wall_t:8208              t:62500                  epi:nan
+opt_step:187314          lr:0.0003                alpha:0.02869
+2026-02-12 20:58:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9393.00     total_reward_ma:8114.31  loss:-12.52              fps:121.8
+frame:1.01e+06           wall_t:8290              t:63125                  epi:nan
+opt_step:189189          lr:0.0003                alpha:0.02917
+2026-02-12 21:00:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9293.00     total_reward_ma:8202.42  loss:-12.6               fps:121.8
+frame:1.02e+06           wall_t:8371              t:63750                  epi:nan
+opt_step:191064          lr:0.0003                alpha:0.02876
+2026-02-12 21:01:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9356.00     total_reward_ma:8290.98  loss:-12.11              fps:121.9
+frame:1.03e+06           wall_t:8453              t:64375                  epi:nan
+opt_step:192939          lr:0.0003                alpha:0.02922
+2026-02-12 21:02:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9141.00     total_reward_ma:8377.33  loss:-12.64              fps:121.9
+frame:1.04e+06           wall_t:8535              t:65000                  epi:nan
+opt_step:194814          lr:0.0003                alpha:0.02822
+2026-02-12 21:04:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9085.00     total_reward_ma:8463.12  loss:-12.49              fps:121.9
+frame:1.05e+06           wall_t:8617              t:65625                  epi:nan
+opt_step:196689          lr:0.0003                alpha:0.02801
+2026-02-12 21:05:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8969.00     total_reward_ma:8547.90  loss:-12.87              fps:121.9
+frame:1.06e+06           wall_t:8698              t:66250                  epi:nan
+opt_step:198564          lr:0.0003                alpha:0.0286
+2026-02-12 21:06:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9100.00     total_reward_ma:8633.80  loss:-12.54              fps:121.9
+frame:1.07e+06           wall_t:8780              t:66875                  epi:nan
+opt_step:200439          lr:0.0003                alpha:0.0287
+2026-02-12 21:08:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9151.00     total_reward_ma:8720.11  loss:-12.9               fps:121.9
+frame:1.08e+06           wall_t:8862              t:67500                  epi:nan
+opt_step:202314          lr:0.0003                alpha:0.02997
+2026-02-12 21:09:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9165.00     total_reward_ma:8806.56  loss:-12.94              fps:121.9
+frame:1.09e+06           wall_t:8944              t:68125                  epi:nan
+opt_step:204189          lr:0.0003                alpha:0.02911
+2026-02-12 21:10:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9073.00     total_reward_ma:8891.89  loss:-12.71              fps:121.9
+frame:1.10e+06           wall_t:9027              t:68750                  epi:nan
+opt_step:206064          lr:0.0003                alpha:0.02887
+2026-02-12 21:12:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9011.00     total_reward_ma:8976.22  loss:-13                 fps:121.8
+frame:1.11e+06           wall_t:9110              t:69375                  epi:nan
+opt_step:207939          lr:0.0003                alpha:0.02891
+2026-02-12 21:13:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9051.00     total_reward_ma:9060.26  loss:-13.12              fps:121.8
+frame:1.12e+06           wall_t:9192              t:70000                  epi:nan
+opt_step:209814          lr:0.0003                alpha:0.02837
+2026-02-12 21:15:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9123.00     total_reward_ma:9144.85  loss:-12.88              fps:121.8
+frame:1.13e+06           wall_t:9274              t:70625                  epi:nan
+opt_step:211689          lr:0.0003                alpha:0.02802
+2026-02-12 21:16:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9143.00     total_reward_ma:9228.77  loss:-12.84              fps:121.9
+frame:1.14e+06           wall_t:9355              t:71250                  epi:nan
+opt_step:213564          lr:0.0003                alpha:0.02837
+2026-02-12 21:17:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9482.00     total_reward_ma:9315.41  loss:-13.27              fps:121.9
+frame:1.15e+06           wall_t:9436              t:71875                  epi:nan
+opt_step:215439          lr:0.0003                alpha:0.02808
+2026-02-12 21:19:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9309.00     total_reward_ma:9399.28  loss:-13.03              fps:121.9
+frame:1.16e+06           wall_t:9517              t:72500                  epi:nan
+opt_step:217314          lr:0.0003                alpha:0.02757
+2026-02-12 21:20:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9355.00     total_reward_ma:9483.12  loss:-13.11              fps:121.9
+frame:1.17e+06           wall_t:9599              t:73125                  epi:nan
+opt_step:219189          lr:0.0003                alpha:0.02741
+2026-02-12 21:21:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9341.00     total_reward_ma:9566.58  loss:-13.31              fps:121.9
+frame:1.18e+06           wall_t:9680              t:73750                  epi:nan
+opt_step:221064          lr:0.0003                alpha:0.02728
+2026-02-12 21:23:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9505.00     total_reward_ma:9651.32  loss:-13.17              fps:121.9
+frame:1.19e+06           wall_t:9762              t:74375                  epi:nan
+opt_step:222939          lr:0.0003                alpha:0.02741
+2026-02-12 21:24:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9515.00     total_reward_ma:9736.13  loss:-13.1               fps:121.9
+frame:1.20e+06           wall_t:9843              t:75000                  epi:nan
+opt_step:224814          lr:0.0003                alpha:0.0279
+2026-02-12 21:25:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9581.00     total_reward_ma:9820.09  loss:-13.2               fps:121.9
+frame:1.21e+06           wall_t:9925              t:75625                  epi:nan
+opt_step:226689          lr:0.0003                alpha:0.02769
+2026-02-12 21:27:16 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9488.00     total_reward_ma:9902.60  loss:-13.36              fps:121.9
+frame:1.22e+06           wall_t:10006             t:76250                  epi:nan
+opt_step:228564          lr:0.0003                alpha:0.02803
+2026-02-12 21:28:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9648.00     total_reward_ma:9982.80  loss:-13.28              fps:121.9
+frame:1.23e+06           wall_t:10089             t:76875                  epi:nan
+opt_step:230439          lr:0.0003                alpha:0.028
+2026-02-12 21:30:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9623.00      total_reward_ma:10060.98  loss:-13.38               fps:121.9
+frame:1.24e+06            wall_t:10170              t:77500                   epi:nan
+opt_step:232314           lr:0.0003                 alpha:0.02847
+2026-02-12 21:31:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9671.00      total_reward_ma:10134.67  loss:-13.48               fps:121.9
+frame:1.25e+06            wall_t:10252              t:78125                   epi:nan
+opt_step:234189           lr:0.0003                 alpha:0.02827
+2026-02-12 21:32:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9900.00      total_reward_ma:10205.75  loss:-13.25               fps:121.9
+frame:1.26e+06            wall_t:10333              t:78750                   epi:nan
+opt_step:236064           lr:0.0003                 alpha:0.02755
+2026-02-12 21:34:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9848.00      total_reward_ma:10273.25  loss:-13.51               fps:121.9
+frame:1.27e+06            wall_t:10415              t:79375                   epi:nan
+opt_step:237939           lr:0.0003                 alpha:0.02715
+2026-02-12 21:35:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9898.00      total_reward_ma:10336.90  loss:-13.42               fps:121.9
+frame:1.28e+06            wall_t:10497              t:80000                   epi:nan
+opt_step:239814           lr:0.0003                 alpha:0.02734
+2026-02-12 21:36:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9966.00      total_reward_ma:10398.67  loss:-13.51               fps:121.9
+frame:1.29e+06            wall_t:10579              t:80625                   epi:nan
+opt_step:241689           lr:0.0003                 alpha:0.02831
+2026-02-12 21:38:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10083.00     total_reward_ma:10457.43  loss:-13.26               fps:121.9
+frame:1.30e+06            wall_t:10661              t:81250                   epi:nan
+opt_step:243564           lr:0.0003                 alpha:0.02745
+2026-02-12 21:39:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9926.00      total_reward_ma:10505.51  loss:-13.43               fps:122
+frame:1.31e+06            wall_t:10742              t:81875                   epi:nan
+opt_step:245439           lr:0.0003                 alpha:0.02802
+2026-02-12 21:40:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9846.00      total_reward_ma:10549.50  loss:-13.19               fps:122
+frame:1.32e+06            wall_t:10824              t:82500                   epi:nan
+opt_step:247314           lr:0.0003                 alpha:0.02762
+2026-02-12 21:42:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9864.00      total_reward_ma:10589.31  loss:-13.69               fps:122
+frame:1.33e+06            wall_t:10904              t:83125                   epi:nan
+opt_step:249189           lr:0.0003                 alpha:0.02723
+2026-02-12 21:43:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9804.00      total_reward_ma:10623.20  loss:-13.55               fps:122
+frame:1.34e+06            wall_t:10987              t:83750                   epi:nan
+opt_step:251064           lr:0.0003                 alpha:0.02875
+2026-02-12 21:44:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9805.00      total_reward_ma:10650.91  loss:-13.37               fps:122
+frame:1.35e+06            wall_t:11068              t:84375                   epi:nan
+opt_step:252939           lr:0.0003                 alpha:0.02795
+2026-02-12 21:46:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9692.00      total_reward_ma:10673.73  loss:-13.4                fps:122
+frame:1.36e+06            wall_t:11150              t:85000                   epi:nan
+opt_step:254814           lr:0.0003                 alpha:0.02861
+2026-02-12 21:47:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9464.00      total_reward_ma:10689.39  loss:-13.96               fps:122
+frame:1.37e+06            wall_t:11231              t:85625                   epi:nan
+opt_step:256689           lr:0.0003                 alpha:0.02888
+2026-02-12 21:49:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9441.00      total_reward_ma:10697.69  loss:-13.81               fps:122
+frame:1.38e+06            wall_t:11314              t:86250                   epi:nan
+opt_step:258564           lr:0.0003                 alpha:0.02851
+2026-02-12 21:50:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9459.00      total_reward_ma:10701.84  loss:-13.73               fps:122
+frame:1.39e+06            wall_t:11394              t:86875                   epi:nan
+opt_step:260439           lr:0.0003                 alpha:0.02831
+2026-02-12 21:51:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9445.00      total_reward_ma:10700.02  loss:-14.02               fps:122
+frame:1.40e+06            wall_t:11476              t:87500                   epi:nan
+opt_step:262314           lr:0.0003                 alpha:0.02852
+2026-02-12 21:53:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9370.00      total_reward_ma:10691.34  loss:-13.46               fps:122
+frame:1.41e+06            wall_t:11558              t:88125                   epi:nan
+opt_step:264189           lr:0.0003                 alpha:0.02878
+2026-02-12 21:54:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9264.00      total_reward_ma:10676.45  loss:-14.05               fps:122
+frame:1.42e+06            wall_t:11639              t:88750                   epi:nan
+opt_step:266064           lr:0.0003                 alpha:0.02941
+2026-02-12 21:55:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9197.00      total_reward_ma:10658.77  loss:-14.21               fps:122
+frame:1.43e+06            wall_t:11721              t:89375                   epi:nan
+opt_step:267939           lr:0.0003                 alpha:0.02858
+2026-02-12 21:57:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8748.00      total_reward_ma:10635.17  loss:-13.62               fps:122
+frame:1.44e+06            wall_t:11802              t:90000                   epi:nan
+opt_step:269814           lr:0.0003                 alpha:0.02898
+2026-02-12 21:58:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8665.00      total_reward_ma:10610.33  loss:-14.5                fps:122
+frame:1.45e+06            wall_t:11883              t:90625                   epi:nan
+opt_step:271689           lr:0.0003                 alpha:0.02775
+2026-02-12 21:59:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8659.00      total_reward_ma:10585.60  loss:-14.14               fps:122
+frame:1.46e+06            wall_t:11964              t:91250                   epi:nan
+opt_step:273564           lr:0.0003                 alpha:0.02784
+2026-02-12 22:01:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8492.00      total_reward_ma:10558.16  loss:-13.97               fps:122
+frame:1.47e+06            wall_t:12046              t:91875                   epi:nan
+opt_step:275439           lr:0.0003                 alpha:0.02742
+2026-02-12 22:02:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8495.00      total_reward_ma:10529.02  loss:-14.11               fps:122
+frame:1.48e+06            wall_t:12127              t:92500                   epi:nan
+opt_step:277314           lr:0.0003                 alpha:0.02781
+2026-02-12 22:03:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8370.00      total_reward_ma:10498.43  loss:-14.18               fps:122
+frame:1.49e+06            wall_t:12209              t:93125                   epi:nan
+opt_step:279189           lr:0.0003                 alpha:0.02766
+2026-02-12 22:05:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8313.00      total_reward_ma:10464.86  loss:-14.29               fps:122.1
+frame:1.50e+06            wall_t:12290              t:93750                   epi:nan
+opt_step:281064           lr:0.0003                 alpha:0.02747
+2026-02-12 22:06:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8315.00      total_reward_ma:10429.95  loss:-14.05               fps:122
+frame:1.51e+06            wall_t:12372              t:94375                   epi:nan
+opt_step:282939           lr:0.0003                 alpha:0.02719
+2026-02-12 22:08:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8250.00      total_reward_ma:10393.79  loss:-14.05               fps:122.1
+frame:1.52e+06            wall_t:12453              t:95000                   epi:nan
+opt_step:284814           lr:0.0003                 alpha:0.02785
+2026-02-12 22:09:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8209.00      total_reward_ma:10357.51  loss:-14.03               fps:122.1
+frame:1.53e+06            wall_t:12535              t:95625                   epi:nan
+opt_step:286689           lr:0.0003                 alpha:0.02819
+2026-02-12 22:10:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8288.00      total_reward_ma:10321.15  loss:-14.19               fps:122.1
+frame:1.54e+06            wall_t:12617              t:96250                   epi:nan
+opt_step:288564           lr:0.0003                 alpha:0.02844
+2026-02-12 22:12:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8023.00      total_reward_ma:10279.88  loss:-14.11               fps:122.1
+frame:1.55e+06            wall_t:12699              t:96875                   epi:nan
+opt_step:290439           lr:0.0003                 alpha:0.02913
+2026-02-12 22:13:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7969.00      total_reward_ma:10239.70  loss:-14.16               fps:122.1
+frame:1.56e+06            wall_t:12781              t:97500                   epi:nan
+opt_step:292314           lr:0.0003                 alpha:0.02888
+2026-02-12 22:14:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7867.00      total_reward_ma:10198.30  loss:-14.68               fps:122.1
+frame:1.57e+06            wall_t:12862              t:98125                   epi:nan
+opt_step:294189           lr:0.0003                 alpha:0.02885
+2026-02-12 22:16:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7574.00      total_reward_ma:10154.41  loss:-14.77               fps:122.1
+frame:1.58e+06            wall_t:12943              t:98750                   epi:nan
+opt_step:296064           lr:0.0003                 alpha:0.03007
+2026-02-12 22:17:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7389.00      total_reward_ma:10107.31  loss:-14.83               fps:122.1
+frame:1.59e+06            wall_t:13024              t:99375                   epi:nan
+opt_step:297939           lr:0.0003                 alpha:0.03047
+2026-02-12 22:18:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7319.00      total_reward_ma:10060.69  loss:-14.61               fps:122.1
+frame:1.60e+06            wall_t:13106              t:100000                  epi:nan
+opt_step:299814           lr:0.0003                 alpha:0.02908
+2026-02-12 22:20:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7452.00      total_reward_ma:10017.17  loss:-15.4                fps:122.1
+frame:1.61e+06            wall_t:13188              t:100625                  epi:nan
+opt_step:301689           lr:0.0003                 alpha:0.0294
+2026-02-12 22:21:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7235.00     total_reward_ma:9972.45  loss:-15.36              fps:122.1
+frame:1.62e+06           wall_t:13269             t:101250                 epi:nan
+opt_step:303564          lr:0.0003                alpha:0.02821
+2026-02-12 22:23:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7103.00     total_reward_ma:9925.89  loss:-15.38              fps:122.1
+frame:1.63e+06           wall_t:13351             t:101875                 epi:nan
+opt_step:305439          lr:0.0003                alpha:0.02776
+2026-02-12 22:24:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7092.00     total_reward_ma:9877.71  loss:-15.8               fps:122.1
+frame:1.64e+06           wall_t:13432             t:102500                 epi:nan
+opt_step:307314          lr:0.0003                alpha:0.02718
+2026-02-12 22:25:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7112.00     total_reward_ma:9828.84  loss:-15.14              fps:122.1
+frame:1.65e+06           wall_t:13514             t:103125                 epi:nan
+opt_step:309189          lr:0.0003                alpha:0.02729
+2026-02-12 22:27:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7178.00     total_reward_ma:9780.53  loss:-15.49              fps:122.1
+frame:1.66e+06           wall_t:13596             t:103750                 epi:nan
+opt_step:311064          lr:0.0003                alpha:0.02708
+2026-02-12 22:28:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7311.00     total_reward_ma:9731.34  loss:-14.02              fps:122.1
+frame:1.67e+06           wall_t:13678             t:104375                 epi:nan
+opt_step:312939          lr:0.0003                alpha:0.02653
+2026-02-12 22:29:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7467.00     total_reward_ma:9682.32  loss:-14.92              fps:122.1
+frame:1.68e+06           wall_t:13760             t:105000                 epi:nan
+opt_step:314814          lr:0.0003                alpha:0.02612
+2026-02-12 22:31:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7534.00     total_reward_ma:9635.18  loss:-15.09              fps:122.1
+frame:1.69e+06           wall_t:13842             t:105625                 epi:nan
+opt_step:316689          lr:0.0003                alpha:0.02567
+2026-02-12 22:32:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7609.00     total_reward_ma:9587.87  loss:-14.77              fps:122.1
+frame:1.70e+06           wall_t:13923             t:106250                 epi:nan
+opt_step:318564          lr:0.0003                alpha:0.0255
+2026-02-12 22:33:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7682.00     total_reward_ma:9541.73  loss:-14.76              fps:122.1
+frame:1.71e+06           wall_t:14004             t:106875                 epi:nan
+opt_step:320439          lr:0.0003                alpha:0.02575
+2026-02-12 22:35:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:7965.00     total_reward_ma:9498.16  loss:-15.47              fps:122.1
+frame:1.72e+06           wall_t:14085             t:107500                 epi:nan
+opt_step:322314          lr:0.0003                alpha:0.02499
+2026-02-12 22:36:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8004.00     total_reward_ma:9457.03  loss:-15.04              fps:122.1
+frame:1.73e+06           wall_t:14168             t:108125                 epi:nan
+opt_step:324189          lr:0.0003                alpha:0.02464
+2026-02-12 22:37:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8095.00     total_reward_ma:9417.02  loss:-14.96              fps:122.1
+frame:1.74e+06           wall_t:14250             t:108750                 epi:nan
+opt_step:326064          lr:0.0003                alpha:0.02491
+2026-02-12 22:39:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8409.00     total_reward_ma:9380.81  loss:-14.63              fps:122.1
+frame:1.75e+06           wall_t:14331             t:109375                 epi:nan
+opt_step:327939          lr:0.0003                alpha:0.02448
+2026-02-12 22:40:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8598.00     total_reward_ma:9347.73  loss:-14.71              fps:122.1
+frame:1.76e+06           wall_t:14413             t:110000                 epi:nan
+opt_step:329814          lr:0.0003                alpha:0.02489
+2026-02-12 22:42:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8625.00     total_reward_ma:9313.96  loss:-14.24              fps:122.1
+frame:1.77e+06           wall_t:14494             t:110625                 epi:nan
+opt_step:331689          lr:0.0003                alpha:0.02418
+2026-02-12 22:43:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8830.00     total_reward_ma:9282.11  loss:-14.72              fps:122.1
+frame:1.78e+06           wall_t:14576             t:111250                 epi:nan
+opt_step:333564          lr:0.0003                alpha:0.02375
+2026-02-12 22:44:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:8978.00     total_reward_ma:9253.19  loss:-13.99              fps:122.1
+frame:1.79e+06           wall_t:14657             t:111875                 epi:nan
+opt_step:335439          lr:0.0003                alpha:0.02353
+2026-02-12 22:46:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9220.00     total_reward_ma:9226.11  loss:-13.71              fps:122.1
+frame:1.80e+06           wall_t:14739             t:112500                 epi:nan
+opt_step:337314          lr:0.0003                alpha:0.02361
+2026-02-12 22:47:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9413.00     total_reward_ma:9201.54  loss:-14.77              fps:122.1
+frame:1.81e+06           wall_t:14820             t:113125                 epi:nan
+opt_step:339189          lr:0.0003                alpha:0.02283
+2026-02-12 22:48:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9789.00     total_reward_ma:9182.09  loss:-13.8               fps:122.1
+frame:1.82e+06           wall_t:14901             t:113750                 epi:nan
+opt_step:341064          lr:0.0003                alpha:0.02204
+2026-02-12 22:50:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:9955.00     total_reward_ma:9167.25  loss:-14.58              fps:122.1
+frame:1.83e+06           wall_t:14983             t:114375                 epi:nan
+opt_step:342939          lr:0.0003                alpha:0.02245
+2026-02-12 22:51:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10123.00    total_reward_ma:9154.09  loss:-13.29              fps:122.1
+frame:1.84e+06           wall_t:15064             t:115000                 epi:nan
+opt_step:344814          lr:0.0003                alpha:0.02195
+2026-02-12 22:52:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10212.00    total_reward_ma:9143.23  loss:-13.82              fps:122.1
+frame:1.85e+06           wall_t:15146             t:115625                 epi:nan
+opt_step:346689          lr:0.0003                alpha:0.02254
+2026-02-12 22:54:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10701.00    total_reward_ma:9137.13  loss:-13.19              fps:122.1
+frame:1.86e+06           wall_t:15228             t:116250                 epi:nan
+opt_step:348564          lr:0.0003                alpha:0.02199
+2026-02-12 22:55:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10666.00    total_reward_ma:9130.17  loss:-13.23              fps:122.1
+frame:1.87e+06           wall_t:15310             t:116875                 epi:nan
+opt_step:350439          lr:0.0003                alpha:0.02197
+2026-02-12 22:57:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10771.00    total_reward_ma:9122.25  loss:-13.6               fps:122.1
+frame:1.88e+06           wall_t:15391             t:117500                 epi:nan
+opt_step:352314          lr:0.0003                alpha:0.02219
+2026-02-12 22:58:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10788.00    total_reward_ma:9114.73  loss:-13.02              fps:122.2
+frame:1.89e+06           wall_t:15472             t:118125                 epi:nan
+opt_step:354189          lr:0.0003                alpha:0.02124
+2026-02-12 22:59:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10979.00    total_reward_ma:9109.24  loss:-13.14              fps:122.2
+frame:1.90e+06           wall_t:15554             t:118750                 epi:nan
+opt_step:356064          lr:0.0003                alpha:0.0216
+2026-02-12 23:01:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:10998.00    total_reward_ma:9106.81  loss:-12.57              fps:122.2
+frame:1.91e+06           wall_t:15636             t:119375                 epi:nan
+opt_step:357939          lr:0.0003                alpha:0.02046
+2026-02-12 23:02:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11252.00    total_reward_ma:9106.00  loss:-13.06              fps:122.2
+frame:1.92e+06           wall_t:15717             t:120000                 epi:nan
+opt_step:359814          lr:0.0003                alpha:0.02064
+2026-02-12 23:03:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11238.00    total_reward_ma:9106.63  loss:-12.58              fps:122.2
+frame:1.93e+06           wall_t:15797             t:120625                 epi:nan
+opt_step:361689          lr:0.0003                alpha:0.0206
+2026-02-12 23:05:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11293.00    total_reward_ma:9108.83  loss:-12.14              fps:122.2
+frame:1.94e+06           wall_t:15879             t:121250                 epi:nan
+opt_step:363564          lr:0.0003                alpha:0.02073
+2026-02-12 23:06:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11229.00    total_reward_ma:9115.23  loss:-12.51              fps:122.2
+frame:1.95e+06           wall_t:15960             t:121875                 epi:nan
+opt_step:365439          lr:0.0003                alpha:0.02083
+2026-02-12 23:07:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11375.00    total_reward_ma:9126.03  loss:-12.38              fps:122.2
+frame:1.96e+06           wall_t:16042             t:122500                 epi:nan
+opt_step:367314          lr:0.0003                alpha:0.02101
+2026-02-12 23:09:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11253.00    total_reward_ma:9140.10  loss:-11.92              fps:122.2
+frame:1.97e+06           wall_t:16124             t:123125                 epi:nan
+opt_step:369189          lr:0.0003                alpha:0.02064
+2026-02-12 23:10:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11459.00    total_reward_ma:9157.07  loss:-12.25              fps:122.2
+frame:1.98e+06           wall_t:16206             t:123750                 epi:nan
+opt_step:371064          lr:0.0003                alpha:0.02039
+2026-02-12 23:11:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11574.00    total_reward_ma:9177.51  loss:-12.12              fps:122.2
+frame:1.99e+06           wall_t:16285             t:124375                 epi:nan
+opt_step:372939          lr:0.0003                alpha:0.02128
+2026-02-12 23:13:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train]
+total_reward:11556.00    total_reward_ma:9199.12  loss:-12.12              fps:122.3
+frame:2.00e+06           wall_t:16359             t:125000                 epi:nan
+opt_step:374814          lr:0.0003                alpha:0.02081
+2026-02-12 23:13:09 | INFO | PID:1339 | slm_lab.lib.logger:info | Session 1 done

data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s2.log

@@ -0,0 +1,802 @@
+2026-02-12 18:40:26 | INFO | PID:1340 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-12 18:42:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:0.00     total_reward_ma:0.00  loss:-18.31           fps:84.03
+frame:1.00e+04        wall_t:119            t:625                 epi:nan
+opt_step:1689         lr:0.0003             alpha:0.6311
+2026-02-12 18:43:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:606.25     total_reward_ma:303.12  loss:-27.13             fps:100
+frame:2.00e+04          wall_t:200              t:1250                  epi:nan
+opt_step:3564           lr:0.0003               alpha:0.4036
+2026-02-12 18:45:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:478.26     total_reward_ma:361.50  loss:-31.32             fps:106.4
+frame:3.00e+04          wall_t:282              t:1875                  epi:nan
+opt_step:5439           lr:0.0003               alpha:0.2643
+2026-02-12 18:46:35 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:475.00     total_reward_ma:389.88  loss:-33.25             fps:109.6
+frame:4.00e+04          wall_t:365              t:2500                  epi:nan
+opt_step:7314           lr:0.0003               alpha:0.1746
+2026-02-12 18:47:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:476.60     total_reward_ma:407.22  loss:-33.23             fps:111.9
+frame:5.00e+04          wall_t:447              t:3125                  epi:nan
+opt_step:9189           lr:0.0003               alpha:0.1157
+2026-02-12 18:49:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:457.41     total_reward_ma:415.59  loss:-32.02             fps:113.6
+frame:6.00e+04          wall_t:528              t:3750                  epi:nan
+opt_step:11064          lr:0.0003               alpha:0.0769
+2026-02-12 18:50:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:509.09     total_reward_ma:428.94  loss:-30                fps:114.9
+frame:7.00e+04          wall_t:609              t:4375                  epi:nan
+opt_step:12939          lr:0.0003               alpha:0.05123
+2026-02-12 18:52:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:535.90     total_reward_ma:442.31  loss:-28.14             fps:115.8
+frame:8.00e+04          wall_t:691              t:5000                  epi:nan
+opt_step:14814          lr:0.0003               alpha:0.03425
+2026-02-12 18:53:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:535.29     total_reward_ma:452.64  loss:-26.62             fps:116.4
+frame:9.00e+04          wall_t:773              t:5625                  epi:nan
+opt_step:16689          lr:0.0003               alpha:0.02298
+2026-02-12 18:54:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:547.92     total_reward_ma:462.17  loss:-24.81             fps:117.1
+frame:1.00e+05          wall_t:854              t:6250                  epi:nan
+opt_step:18564          lr:0.0003               alpha:0.01552
+2026-02-12 18:56:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:590.00     total_reward_ma:473.79  loss:-22.66             fps:117.5
+frame:1.10e+05          wall_t:936              t:6875                  epi:nan
+opt_step:20439          lr:0.0003               alpha:0.01062
+2026-02-12 18:57:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:610.00     total_reward_ma:485.14  loss:-20.88             fps:118
+frame:1.20e+05          wall_t:1017             t:7500                  epi:nan
+opt_step:22314          lr:0.0003               alpha:0.007366
+2026-02-12 18:58:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:729.00     total_reward_ma:503.90  loss:-18.82             fps:118.4
+frame:1.30e+05          wall_t:1098             t:8125                  epi:nan
+opt_step:24189          lr:0.0003               alpha:0.006738
+2026-02-12 19:00:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:843.00     total_reward_ma:528.12  loss:-17.76             fps:118.6
+frame:1.40e+05          wall_t:1180             t:8750                  epi:nan
+opt_step:26064          lr:0.0003               alpha:0.006738
+2026-02-12 19:01:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:931.00     total_reward_ma:554.98  loss:-16.34             fps:119
+frame:1.50e+05          wall_t:1261             t:9375                  epi:nan
+opt_step:27939          lr:0.0003               alpha:0.006738
+2026-02-12 19:02:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1041.00    total_reward_ma:585.36  loss:-15.09             fps:119.1
+frame:1.60e+05          wall_t:1343             t:10000                 epi:nan
+opt_step:29814          lr:0.0003               alpha:0.006738
+2026-02-12 19:04:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1122.00    total_reward_ma:616.92  loss:-13.81             fps:119.3
+frame:1.70e+05          wall_t:1425             t:10625                 epi:nan
+opt_step:31689          lr:0.0003               alpha:0.006738
+2026-02-12 19:05:37 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1252.00    total_reward_ma:652.21  loss:-12.58             fps:119.4
+frame:1.80e+05          wall_t:1507             t:11250                 epi:nan
+opt_step:33564          lr:0.0003               alpha:0.006738
+2026-02-12 19:06:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1308.00    total_reward_ma:686.72  loss:-11.72             fps:119.5
+frame:1.90e+05          wall_t:1590             t:11875                 epi:nan
+opt_step:35439          lr:0.0003               alpha:0.006738
+2026-02-12 19:08:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1442.00    total_reward_ma:724.49  loss:-10.84             fps:119.6
+frame:2.00e+05          wall_t:1672             t:12500                 epi:nan
+opt_step:37314          lr:0.0003               alpha:0.006738
+2026-02-12 19:09:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1533.00    total_reward_ma:762.99  loss:-9.856             fps:119.7
+frame:2.10e+05          wall_t:1754             t:13125                 epi:nan
+opt_step:39189          lr:0.0003               alpha:0.006738
+2026-02-12 19:11:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1578.00    total_reward_ma:800.03  loss:-9.244             fps:119.9
+frame:2.20e+05          wall_t:1835             t:13750                 epi:nan
+opt_step:41064          lr:0.0003               alpha:0.00681
+2026-02-12 19:12:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1671.00    total_reward_ma:837.90  loss:-8.269             fps:120
+frame:2.30e+05          wall_t:1917             t:14375                 epi:nan
+opt_step:42939          lr:0.0003               alpha:0.008021
+2026-02-12 19:13:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1730.00    total_reward_ma:875.07  loss:-8.002             fps:120.1
+frame:2.40e+05          wall_t:1998             t:15000                 epi:nan
+opt_step:44814          lr:0.0003               alpha:0.01097
+2026-02-12 19:15:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:1931.00    total_reward_ma:917.31  loss:-7.906             fps:120.1
+frame:2.50e+05          wall_t:2081             t:15625                 epi:nan
+opt_step:46689          lr:0.0003               alpha:0.01431
+2026-02-12 19:16:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:2233.00    total_reward_ma:967.91  loss:-7.598             fps:120.3
+frame:2.60e+05          wall_t:2162             t:16250                 epi:nan
+opt_step:48564          lr:0.0003               alpha:0.01637
+2026-02-12 19:17:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:2514.00     total_reward_ma:1025.17  loss:-7.139              fps:120.3
+frame:2.70e+05           wall_t:2244              t:16875                  epi:nan
+opt_step:50439           lr:0.0003                alpha:0.01745
+2026-02-12 19:19:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:2860.00     total_reward_ma:1090.70  loss:-7.575              fps:120.4
+frame:2.80e+05           wall_t:2325              t:17500                  epi:nan
+opt_step:52314           lr:0.0003                alpha:0.01652
+2026-02-12 19:20:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:3443.00     total_reward_ma:1171.82  loss:-7.375              fps:120.4
+frame:2.90e+05           wall_t:2408              t:18125                  epi:nan
+opt_step:54189           lr:0.0003                alpha:0.01573
+2026-02-12 19:22:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:3782.00     total_reward_ma:1258.82  loss:-7.614              fps:120.4
+frame:3.00e+05           wall_t:2491              t:18750                  epi:nan
+opt_step:56064           lr:0.0003                alpha:0.01675
+2026-02-12 19:23:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:4361.00     total_reward_ma:1358.89  loss:-7.84               fps:120.5
+frame:3.10e+05           wall_t:2573              t:19375                  epi:nan
+opt_step:57939           lr:0.0003                alpha:0.01796
+2026-02-12 19:24:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:4808.00     total_reward_ma:1466.68  loss:-8.379              fps:120.6
+frame:3.20e+05           wall_t:2654              t:20000                  epi:nan
+opt_step:59814           lr:0.0003                alpha:0.01889
+2026-02-12 19:26:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:5305.00     total_reward_ma:1582.99  loss:-8.097              fps:120.7
+frame:3.30e+05           wall_t:2735              t:20625                  epi:nan
+opt_step:61689           lr:0.0003                alpha:0.02001
+2026-02-12 19:27:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:5919.00     total_reward_ma:1710.52  loss:-8.341              fps:120.7
+frame:3.40e+05           wall_t:2816              t:21250                  epi:nan
+opt_step:63564           lr:0.0003                alpha:0.02131
+2026-02-12 19:28:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6484.00     total_reward_ma:1846.91  loss:-8.719              fps:120.8
+frame:3.50e+05           wall_t:2898              t:21875                  epi:nan
+opt_step:65439           lr:0.0003                alpha:0.02242
+2026-02-12 19:30:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6820.00     total_reward_ma:1985.05  loss:-8.832              fps:120.8
+frame:3.60e+05           wall_t:2979              t:22500                  epi:nan
+opt_step:67314           lr:0.0003                alpha:0.02444
+2026-02-12 19:31:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7137.00     total_reward_ma:2124.29  loss:-8.706              fps:120.9
+frame:3.70e+05           wall_t:3061              t:23125                  epi:nan
+opt_step:69189           lr:0.0003                alpha:0.02477
+2026-02-12 19:32:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7523.00     total_reward_ma:2266.36  loss:-9.394              fps:120.9
+frame:3.80e+05           wall_t:3142              t:23750                  epi:nan
+opt_step:71064           lr:0.0003                alpha:0.02466
+2026-02-12 19:34:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8199.00     total_reward_ma:2418.48  loss:-9.306              fps:121
+frame:3.90e+05           wall_t:3224              t:24375                  epi:nan
+opt_step:72939           lr:0.0003                alpha:0.02281
+2026-02-12 19:35:35 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8694.00     total_reward_ma:2575.37  loss:-9.468              fps:121
+frame:4.00e+05           wall_t:3305              t:25000                  epi:nan
+opt_step:74814           lr:0.0003                alpha:0.02104
+2026-02-12 19:36:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9154.00     total_reward_ma:2735.82  loss:-9.85               fps:121.1
+frame:4.10e+05           wall_t:3387              t:25625                  epi:nan
+opt_step:76689           lr:0.0003                alpha:0.02186
+2026-02-12 19:38:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9787.00     total_reward_ma:2903.71  loss:-9.163              fps:121.1
+frame:4.20e+05           wall_t:3469              t:26250                  epi:nan
+opt_step:78564           lr:0.0003                alpha:0.01992
+2026-02-12 19:39:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10059.00    total_reward_ma:3070.11  loss:-9.656              fps:121.1
+frame:4.30e+05           wall_t:3550              t:26875                  epi:nan
+opt_step:80439           lr:0.0003                alpha:0.01988
+2026-02-12 19:41:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10414.00    total_reward_ma:3237.02  loss:-9.778              fps:121.2
+frame:4.40e+05           wall_t:3631              t:27500                  epi:nan
+opt_step:82314           lr:0.0003                alpha:0.01736
+2026-02-12 19:42:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11151.00    total_reward_ma:3412.88  loss:-9.605              fps:121.2
+frame:4.50e+05           wall_t:3714              t:28125                  epi:nan
+opt_step:84189           lr:0.0003                alpha:0.01775
+2026-02-12 19:43:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11448.00    total_reward_ma:3587.56  loss:-9.546              fps:121.2
+frame:4.60e+05           wall_t:3795              t:28750                  epi:nan
+opt_step:86064           lr:0.0003                alpha:0.0168
+2026-02-12 19:45:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11655.00    total_reward_ma:3759.21  loss:-9.829              fps:121.2
+frame:4.70e+05           wall_t:3878              t:29375                  epi:nan
+opt_step:87939           lr:0.0003                alpha:0.01636
+2026-02-12 19:46:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12032.00    total_reward_ma:3931.56  loss:-9.323              fps:121.2
+frame:4.80e+05           wall_t:3960              t:30000                  epi:nan
+opt_step:89814           lr:0.0003                alpha:0.01604
+2026-02-12 19:47:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12290.00    total_reward_ma:4102.14  loss:-9.551              fps:121.3
+frame:4.90e+05           wall_t:4041              t:30625                  epi:nan
+opt_step:91689           lr:0.0003                alpha:0.01716
+2026-02-12 19:49:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12605.00    total_reward_ma:4272.19  loss:-9.714              fps:121.3
+frame:5.00e+05           wall_t:4122              t:31250                  epi:nan
+opt_step:93564           lr:0.0003                alpha:0.01588
+2026-02-12 19:50:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12989.00    total_reward_ma:4443.11  loss:-9.793              fps:121.3
+frame:5.10e+05           wall_t:4204              t:31875                  epi:nan
+opt_step:95439           lr:0.0003                alpha:0.01556
+2026-02-12 19:51:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13344.00    total_reward_ma:4614.28  loss:-9.478              fps:121.3
+frame:5.20e+05           wall_t:4288              t:32500                  epi:nan
+opt_step:97314           lr:0.0003                alpha:0.016
+2026-02-12 19:53:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13390.00    total_reward_ma:4779.86  loss:-9.486              fps:121.3
+frame:5.30e+05           wall_t:4369              t:33125                  epi:nan
+opt_step:99189           lr:0.0003                alpha:0.01619
+2026-02-12 19:54:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13587.00    total_reward_ma:4942.96  loss:-9.858              fps:121.3
+frame:5.40e+05           wall_t:4451              t:33750                  epi:nan
+opt_step:101064          lr:0.0003                alpha:0.01601
+2026-02-12 19:56:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13673.00    total_reward_ma:5101.69  loss:-9.493              fps:121.3
+frame:5.50e+05           wall_t:4534              t:34375                  epi:nan
+opt_step:102939          lr:0.0003                alpha:0.01548
+2026-02-12 19:57:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13754.00    total_reward_ma:5256.19  loss:-9.322              fps:121.3
+frame:5.60e+05           wall_t:4615              t:35000                  epi:nan
+opt_step:104814          lr:0.0003                alpha:0.01592
+2026-02-12 19:58:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13762.00    total_reward_ma:5405.42  loss:-9.797              fps:121.4
+frame:5.70e+05           wall_t:4697              t:35625                  epi:nan
+opt_step:106689          lr:0.0003                alpha:0.01593
+2026-02-12 20:00:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13785.00    total_reward_ma:5549.89  loss:-9.142              fps:121.4
+frame:5.80e+05           wall_t:4779              t:36250                  epi:nan
+opt_step:108564          lr:0.0003                alpha:0.016
+2026-02-12 20:01:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13780.00    total_reward_ma:5689.38  loss:-9.321              fps:121.4
+frame:5.90e+05           wall_t:4861              t:36875                  epi:nan
+opt_step:110439          lr:0.0003                alpha:0.01649
+2026-02-12 20:02:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13792.00    total_reward_ma:5824.43  loss:-9.56               fps:121.4
+frame:6.00e+05           wall_t:4943              t:37500                  epi:nan
+opt_step:112314          lr:0.0003                alpha:0.01665
+2026-02-12 20:04:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13773.00    total_reward_ma:5954.73  loss:-9.055              fps:121.4
+frame:6.10e+05           wall_t:5025              t:38125                  epi:nan
+opt_step:114189          lr:0.0003                alpha:0.01678
+2026-02-12 20:05:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13661.00    total_reward_ma:6079.03  loss:-9.448              fps:121.4
+frame:6.20e+05           wall_t:5106              t:38750                  epi:nan
+opt_step:116064          lr:0.0003                alpha:0.01741
+2026-02-12 20:06:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13631.00    total_reward_ma:6198.90  loss:-8.91               fps:121.4
+frame:6.30e+05           wall_t:5188              t:39375                  epi:nan
+opt_step:117939          lr:0.0003                alpha:0.01909
+2026-02-12 20:08:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13754.00    total_reward_ma:6316.95  loss:-9.59               fps:121.4
+frame:6.40e+05           wall_t:5270              t:40000                  epi:nan
+opt_step:119814          lr:0.0003                alpha:0.01934
+2026-02-12 20:09:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13815.00    total_reward_ma:6432.30  loss:-9.075              fps:121.4
+frame:6.50e+05           wall_t:5352              t:40625                  epi:nan
+opt_step:121689          lr:0.0003                alpha:0.01922
+2026-02-12 20:11:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13597.00    total_reward_ma:6540.86  loss:-9.353              fps:121.5
+frame:6.60e+05           wall_t:5433              t:41250                  epi:nan
+opt_step:123564          lr:0.0003                alpha:0.01921
+2026-02-12 20:12:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13581.00    total_reward_ma:6645.94  loss:-9.194              fps:121.5
+frame:6.70e+05           wall_t:5515              t:41875                  epi:nan
+opt_step:125439          lr:0.0003                alpha:0.01869
+2026-02-12 20:13:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13549.00    total_reward_ma:6747.45  loss:-9.225              fps:121.5
+frame:6.80e+05           wall_t:5597              t:42500                  epi:nan
+opt_step:127314          lr:0.0003                alpha:0.01944
+2026-02-12 20:15:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13576.00    total_reward_ma:6846.42  loss:-9.574              fps:121.5
+frame:6.90e+05           wall_t:5678              t:43125                  epi:nan
+opt_step:129189          lr:0.0003                alpha:0.02003
+2026-02-12 20:16:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13415.00    total_reward_ma:6940.25  loss:-9.294              fps:121.5
+frame:7.00e+05           wall_t:5760              t:43750                  epi:nan
+opt_step:131064          lr:0.0003                alpha:0.02129
+2026-02-12 20:17:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13361.00    total_reward_ma:7030.69  loss:-9.595              fps:121.6
+frame:7.10e+05           wall_t:5841              t:44375                  epi:nan
+opt_step:132939          lr:0.0003                alpha:0.02161
+2026-02-12 20:19:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13400.00    total_reward_ma:7119.15  loss:-10.14              fps:121.6
+frame:7.20e+05           wall_t:5923              t:45000                  epi:nan
+opt_step:134814          lr:0.0003                alpha:0.02203
+2026-02-12 20:20:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13068.00    total_reward_ma:7200.64  loss:-9.944              fps:121.6
+frame:7.30e+05           wall_t:6005              t:45625                  epi:nan
+opt_step:136689          lr:0.0003                alpha:0.02214
+2026-02-12 20:21:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:13016.00    total_reward_ma:7279.23  loss:-10.25              fps:121.6
+frame:7.40e+05           wall_t:6085              t:46250                  epi:nan
+opt_step:138564          lr:0.0003                alpha:0.02153
+2026-02-12 20:23:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12876.00    total_reward_ma:7353.85  loss:-10.18              fps:121.6
+frame:7.50e+05           wall_t:6168              t:46875                  epi:nan
+opt_step:140439          lr:0.0003                alpha:0.02349
+2026-02-12 20:24:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12504.00    total_reward_ma:7421.62  loss:-10.38              fps:121.6
+frame:7.60e+05           wall_t:6250              t:47500                  epi:nan
+opt_step:142314          lr:0.0003                alpha:0.0233
+2026-02-12 20:26:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12384.00    total_reward_ma:7486.06  loss:-10.37              fps:121.6
+frame:7.70e+05           wall_t:6332              t:48125                  epi:nan
+opt_step:144189          lr:0.0003                alpha:0.02349
+2026-02-12 20:27:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12421.00    total_reward_ma:7549.33  loss:-10.8               fps:121.6
+frame:7.80e+05           wall_t:6414              t:48750                  epi:nan
+opt_step:146064          lr:0.0003                alpha:0.0243
+2026-02-12 20:28:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12248.00    total_reward_ma:7608.81  loss:-10.81              fps:121.6
+frame:7.90e+05           wall_t:6496              t:49375                  epi:nan
+opt_step:147939          lr:0.0003                alpha:0.02565
+2026-02-12 20:30:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12203.00    total_reward_ma:7666.23  loss:-11.59              fps:121.6
+frame:8.00e+05           wall_t:6577              t:50000                  epi:nan
+opt_step:149814          lr:0.0003                alpha:0.02619
+2026-02-12 20:31:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:12011.00    total_reward_ma:7719.87  loss:-11.94              fps:121.6
+frame:8.10e+05           wall_t:6659              t:50625                  epi:nan
+opt_step:151689          lr:0.0003                alpha:0.02652
+2026-02-12 20:32:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11966.00    total_reward_ma:7771.66  loss:-12.01              fps:121.6
+frame:8.20e+05           wall_t:6742              t:51250                  epi:nan
+opt_step:153564          lr:0.0003                alpha:0.02755
+2026-02-12 20:34:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11885.00    total_reward_ma:7821.21  loss:-12.12              fps:121.6
+frame:8.30e+05           wall_t:6823              t:51875                  epi:nan
+opt_step:155439          lr:0.0003                alpha:0.02714
+2026-02-12 20:35:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11495.00    total_reward_ma:7864.95  loss:-12.47              fps:121.7
+frame:8.40e+05           wall_t:6905              t:52500                  epi:nan
+opt_step:157314          lr:0.0003                alpha:0.0278
+2026-02-12 20:36:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:11354.00    total_reward_ma:7906.00  loss:-12.52              fps:121.7
+frame:8.50e+05           wall_t:6987              t:53125                  epi:nan
+opt_step:159189          lr:0.0003                alpha:0.0293
+2026-02-12 20:38:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10714.00    total_reward_ma:7938.65  loss:-13.03              fps:121.7
+frame:8.60e+05           wall_t:7069              t:53750                  epi:nan
+opt_step:161064          lr:0.0003                alpha:0.02961
+2026-02-12 20:39:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10372.00    total_reward_ma:7966.62  loss:-13.43              fps:121.6
+frame:8.70e+05           wall_t:7152              t:54375                  epi:nan
+opt_step:162939          lr:0.0003                alpha:0.0295
+2026-02-12 20:41:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9800.00     total_reward_ma:7987.45  loss:-13.1               fps:121.6
+frame:8.80e+05           wall_t:7234              t:55000                  epi:nan
+opt_step:164814          lr:0.0003                alpha:0.02988
+2026-02-12 20:42:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9178.00     total_reward_ma:8000.83  loss:-13.38              fps:121.7
+frame:8.90e+05           wall_t:7316              t:55625                  epi:nan
+opt_step:166689          lr:0.0003                alpha:0.03034
+2026-02-12 20:43:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8815.00     total_reward_ma:8009.88  loss:-13.48              fps:121.7
+frame:9.00e+05           wall_t:7398              t:56250                  epi:nan
+opt_step:168564          lr:0.0003                alpha:0.03102
+2026-02-12 20:45:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8514.00     total_reward_ma:8015.42  loss:-13.3               fps:121.7
+frame:9.10e+05           wall_t:7479              t:56875                  epi:nan
+opt_step:170439          lr:0.0003                alpha:0.03051
+2026-02-12 20:46:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8289.00     total_reward_ma:8018.39  loss:-14.34              fps:121.7
+frame:9.20e+05           wall_t:7561              t:57500                  epi:nan
+opt_step:172314          lr:0.0003                alpha:0.03011
+2026-02-12 20:47:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7768.00     total_reward_ma:8015.70  loss:-13.74              fps:121.7
+frame:9.30e+05           wall_t:7642              t:58125                  epi:nan
+opt_step:174189          lr:0.0003                alpha:0.03058
+2026-02-12 20:49:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7302.00     total_reward_ma:8008.10  loss:-14.07              fps:121.7
+frame:9.40e+05           wall_t:7724              t:58750                  epi:nan
+opt_step:176064          lr:0.0003                alpha:0.03064
+2026-02-12 20:50:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7148.00     total_reward_ma:7999.05  loss:-14.57              fps:121.7
+frame:9.50e+05           wall_t:7805              t:59375                  epi:nan
+opt_step:177939          lr:0.0003                alpha:0.0303
+2026-02-12 20:51:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6803.00     total_reward_ma:7986.59  loss:-14.15              fps:121.7
+frame:9.60e+05           wall_t:7887              t:60000                  epi:nan
+opt_step:179814          lr:0.0003                alpha:0.0299
+2026-02-12 20:53:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6592.00     total_reward_ma:7972.21  loss:-13.98              fps:121.7
+frame:9.70e+05           wall_t:7968              t:60625                  epi:nan
+opt_step:181689          lr:0.0003                alpha:0.02964
+2026-02-12 20:54:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6309.00     total_reward_ma:7955.24  loss:-14.12              fps:121.7
+frame:9.80e+05           wall_t:8050              t:61250                  epi:nan
+opt_step:183564          lr:0.0003                alpha:0.02926
+2026-02-12 20:56:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6213.00     total_reward_ma:7937.64  loss:-13.61              fps:121.8
+frame:9.90e+05           wall_t:8131              t:61875                  epi:nan
+opt_step:185439          lr:0.0003                alpha:0.0288
+2026-02-12 20:57:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6229.00     total_reward_ma:7920.56  loss:-13.15              fps:121.8
+frame:1.00e+06           wall_t:8212              t:62500                  epi:nan
+opt_step:187314          lr:0.0003                alpha:0.02789
+2026-02-12 20:58:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6168.00     total_reward_ma:7982.24  loss:-13.8               fps:121.8
+frame:1.01e+06           wall_t:8293              t:63125                  epi:nan
+opt_step:189189          lr:0.0003                alpha:0.02774
+2026-02-12 21:00:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6302.00     total_reward_ma:8039.19  loss:-14.05              fps:121.8
+frame:1.02e+06           wall_t:8375              t:63750                  epi:nan
+opt_step:191064          lr:0.0003                alpha:0.02769
+2026-02-12 21:01:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6429.00     total_reward_ma:8098.70  loss:-13.67              fps:121.8
+frame:1.03e+06           wall_t:8457              t:64375                  epi:nan
+opt_step:192939          lr:0.0003                alpha:0.02783
+2026-02-12 21:02:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6501.00     total_reward_ma:8158.96  loss:-13.37              fps:121.8
+frame:1.04e+06           wall_t:8539              t:65000                  epi:nan
+opt_step:194814          lr:0.0003                alpha:0.02751
+2026-02-12 21:04:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6522.00     total_reward_ma:8219.42  loss:-13.02              fps:121.8
+frame:1.05e+06           wall_t:8621              t:65625                  epi:nan
+opt_step:196689          lr:0.0003                alpha:0.02777
+2026-02-12 21:05:33 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6731.00     total_reward_ma:8282.15  loss:-13.3               fps:121.8
+frame:1.06e+06           wall_t:8703              t:66250                  epi:nan
+opt_step:198564          lr:0.0003                alpha:0.02837
+2026-02-12 21:06:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:6965.00     total_reward_ma:8346.71  loss:-13.14              fps:121.8
+frame:1.07e+06           wall_t:8785              t:66875                  epi:nan
+opt_step:200439          lr:0.0003                alpha:0.02718
+2026-02-12 21:08:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7001.00     total_reward_ma:8411.36  loss:-13.34              fps:121.8
+frame:1.08e+06           wall_t:8866              t:67500                  epi:nan
+opt_step:202314          lr:0.0003                alpha:0.02766
+2026-02-12 21:09:37 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7330.00     total_reward_ma:8479.31  loss:-13.37              fps:121.8
+frame:1.09e+06           wall_t:8947              t:68125                  epi:nan
+opt_step:204189          lr:0.0003                alpha:0.02723
+2026-02-12 21:10:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7441.00     total_reward_ma:8548.24  loss:-13.17              fps:121.8
+frame:1.10e+06           wall_t:9029              t:68750                  epi:nan
+opt_step:206064          lr:0.0003                alpha:0.02686
+2026-02-12 21:12:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7829.00     total_reward_ma:8620.63  loss:-12.8               fps:121.8
+frame:1.11e+06           wall_t:9110              t:69375                  epi:nan
+opt_step:207939          lr:0.0003                alpha:0.02667
+2026-02-12 21:13:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7905.00     total_reward_ma:8693.58  loss:-13.1               fps:121.8
+frame:1.12e+06           wall_t:9192              t:70000                  epi:nan
+opt_step:209814          lr:0.0003                alpha:0.02585
+2026-02-12 21:15:02 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8008.00     total_reward_ma:8766.37  loss:-12.6               fps:121.9
+frame:1.13e+06           wall_t:9272              t:70625                  epi:nan
+opt_step:211689          lr:0.0003                alpha:0.02586
+2026-02-12 21:16:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8106.00     total_reward_ma:8839.00  loss:-13.13              fps:121.9
+frame:1.14e+06           wall_t:9353              t:71250                  epi:nan
+opt_step:213564          lr:0.0003                alpha:0.02628
+2026-02-12 21:17:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8114.00     total_reward_ma:8910.83  loss:-12.94              fps:121.9
+frame:1.15e+06           wall_t:9435              t:71875                  epi:nan
+opt_step:215439          lr:0.0003                alpha:0.02611
+2026-02-12 21:19:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8230.00     total_reward_ma:8982.72  loss:-12.78              fps:121.9
+frame:1.16e+06           wall_t:9517              t:72500                  epi:nan
+opt_step:217314          lr:0.0003                alpha:0.02581
+2026-02-12 21:20:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8226.00     total_reward_ma:9053.76  loss:-13.02              fps:121.9
+frame:1.17e+06           wall_t:9599              t:73125                  epi:nan
+opt_step:219189          lr:0.0003                alpha:0.0257
+2026-02-12 21:21:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8251.00     total_reward_ma:9123.75  loss:-12.8               fps:121.9
+frame:1.18e+06           wall_t:9681              t:73750                  epi:nan
+opt_step:221064          lr:0.0003                alpha:0.02601
+2026-02-12 21:23:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8392.00     total_reward_ma:9194.59  loss:-13.29              fps:121.9
+frame:1.19e+06           wall_t:9763              t:74375                  epi:nan
+opt_step:222939          lr:0.0003                alpha:0.02597
+2026-02-12 21:24:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8405.00     total_reward_ma:9264.22  loss:-12.51              fps:121.9
+frame:1.20e+06           wall_t:9845              t:75000                  epi:nan
+opt_step:224814          lr:0.0003                alpha:0.02617
+2026-02-12 21:25:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8322.00     total_reward_ma:9332.11  loss:-12.94              fps:121.9
+frame:1.21e+06           wall_t:9926              t:75625                  epi:nan
+opt_step:226689          lr:0.0003                alpha:0.02597
+2026-02-12 21:27:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8162.00     total_reward_ma:9397.95  loss:-12.68              fps:121.9
+frame:1.22e+06           wall_t:10008             t:76250                  epi:nan
+opt_step:228564          lr:0.0003                alpha:0.02634
+2026-02-12 21:28:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8342.00     total_reward_ma:9464.66  loss:-12.65              fps:121.9
+frame:1.23e+06           wall_t:10089             t:76875                  epi:nan
+opt_step:230439          lr:0.0003                alpha:0.02572
+2026-02-12 21:30:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8260.00     total_reward_ma:9529.96  loss:-13.35              fps:121.9
+frame:1.24e+06           wall_t:10171             t:77500                  epi:nan
+opt_step:232314          lr:0.0003                alpha:0.02566
+2026-02-12 21:31:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8105.00     total_reward_ma:9591.70  loss:-12.68              fps:121.9
+frame:1.25e+06           wall_t:10253             t:78125                  epi:nan
+opt_step:234189          lr:0.0003                alpha:0.02574
+2026-02-12 21:32:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7923.00     total_reward_ma:9648.60  loss:-12.71              fps:121.9
+frame:1.26e+06           wall_t:10334             t:78750                  epi:nan
+opt_step:236064          lr:0.0003                alpha:0.02591
+2026-02-12 21:34:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7868.00     total_reward_ma:9702.14  loss:-12.87              fps:121.9
+frame:1.27e+06           wall_t:10416             t:79375                  epi:nan
+opt_step:237939          lr:0.0003                alpha:0.02598
+2026-02-12 21:35:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7742.00     total_reward_ma:9750.96  loss:-12.67              fps:121.9
+frame:1.28e+06           wall_t:10497             t:80000                  epi:nan
+opt_step:239814          lr:0.0003                alpha:0.02631
+2026-02-12 21:36:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7707.00     total_reward_ma:9793.60  loss:-12.67              fps:121.9
+frame:1.29e+06           wall_t:10579             t:80625                  epi:nan
+opt_step:241689          lr:0.0003                alpha:0.02665
+2026-02-12 21:38:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7802.00     total_reward_ma:9833.80  loss:-12.58              fps:121.9
+frame:1.30e+06           wall_t:10661             t:81250                  epi:nan
+opt_step:243564          lr:0.0003                alpha:0.02628
+2026-02-12 21:39:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7987.00     total_reward_ma:9870.06  loss:-12.71              fps:122
+frame:1.31e+06           wall_t:10742             t:81875                  epi:nan
+opt_step:245439          lr:0.0003                alpha:0.02598
+2026-02-12 21:40:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8118.00     total_reward_ma:9903.16  loss:-12.7               fps:122
+frame:1.32e+06           wall_t:10823             t:82500                  epi:nan
+opt_step:247314          lr:0.0003                alpha:0.02675
+2026-02-12 21:42:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8129.00     total_reward_ma:9931.40  loss:-13.01              fps:122
+frame:1.33e+06           wall_t:10903             t:83125                  epi:nan
+opt_step:249189          lr:0.0003                alpha:0.02667
+2026-02-12 21:43:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8089.00     total_reward_ma:9953.10  loss:-12.92              fps:122
+frame:1.34e+06           wall_t:10984             t:83750                  epi:nan
+opt_step:251064          lr:0.0003                alpha:0.02602
+2026-02-12 21:44:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8212.00     total_reward_ma:9970.38  loss:-12.91              fps:122
+frame:1.35e+06           wall_t:11066             t:84375                  epi:nan
+opt_step:252939          lr:0.0003                alpha:0.02652
+2026-02-12 21:46:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8115.00     total_reward_ma:9983.33  loss:-12.95              fps:122
+frame:1.36e+06           wall_t:11148             t:85000                  epi:nan
+opt_step:254814          lr:0.0003                alpha:0.0265
+2026-02-12 21:47:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8049.00     total_reward_ma:9992.45  loss:-12.76              fps:122
+frame:1.37e+06           wall_t:11230             t:85625                  epi:nan
+opt_step:256689          lr:0.0003                alpha:0.02775
+2026-02-12 21:49:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7956.00     total_reward_ma:9996.78  loss:-12.85              fps:122
+frame:1.38e+06           wall_t:11311             t:86250                  epi:nan
+opt_step:258564          lr:0.0003                alpha:0.0271
+2026-02-12 21:50:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7963.00     total_reward_ma:9994.42  loss:-12.76              fps:122
+frame:1.39e+06           wall_t:11393             t:86875                  epi:nan
+opt_step:260439          lr:0.0003                alpha:0.02667
+2026-02-12 21:51:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7827.00     total_reward_ma:9985.75  loss:-12.65              fps:122
+frame:1.40e+06           wall_t:11474             t:87500                  epi:nan
+opt_step:262314          lr:0.0003                alpha:0.02783
+2026-02-12 21:53:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7695.00     total_reward_ma:9971.16  loss:-12.87              fps:122
+frame:1.41e+06           wall_t:11557             t:88125                  epi:nan
+opt_step:264189          lr:0.0003                alpha:0.02691
+2026-02-12 21:54:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7781.00     total_reward_ma:9951.10  loss:-12.78              fps:122
+frame:1.42e+06           wall_t:11639             t:88750                  epi:nan
+opt_step:266064          lr:0.0003                alpha:0.02704
+2026-02-12 21:55:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7779.00     total_reward_ma:9928.30  loss:-13.37              fps:122
+frame:1.43e+06           wall_t:11722             t:89375                  epi:nan
+opt_step:267939          lr:0.0003                alpha:0.02657
+2026-02-12 21:57:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7852.00     total_reward_ma:9902.68  loss:-12.98              fps:122
+frame:1.44e+06           wall_t:11804             t:90000                  epi:nan
+opt_step:269814          lr:0.0003                alpha:0.02692
+2026-02-12 21:58:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7751.00     total_reward_ma:9868.68  loss:-13.06              fps:122
+frame:1.45e+06           wall_t:11886             t:90625                  epi:nan
+opt_step:271689          lr:0.0003                alpha:0.02661
+2026-02-12 21:59:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7698.00     total_reward_ma:9831.18  loss:-12.95              fps:122
+frame:1.46e+06           wall_t:11968             t:91250                  epi:nan
+opt_step:273564          lr:0.0003                alpha:0.02602
+2026-02-12 22:01:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7540.00     total_reward_ma:9790.03  loss:-12.79              fps:122
+frame:1.47e+06           wall_t:12049             t:91875                  epi:nan
+opt_step:275439          lr:0.0003                alpha:0.02595
+2026-02-12 22:02:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7423.00     total_reward_ma:9743.94  loss:-12.9               fps:122
+frame:1.48e+06           wall_t:12132             t:92500                  epi:nan
+opt_step:277314          lr:0.0003                alpha:0.02569
+2026-02-12 22:04:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7295.00     total_reward_ma:9693.99  loss:-12.74              fps:122
+frame:1.49e+06           wall_t:12213             t:93125                  epi:nan
+opt_step:279189          lr:0.0003                alpha:0.026
+2026-02-12 22:05:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7339.00     total_reward_ma:9641.33  loss:-13.01              fps:122
+frame:1.50e+06           wall_t:12295             t:93750                  epi:nan
+opt_step:281064          lr:0.0003                alpha:0.02611
+2026-02-12 22:06:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7341.00     total_reward_ma:9584.85  loss:-12.43              fps:122
+frame:1.51e+06           wall_t:12377             t:94375                  epi:nan
+opt_step:282939          lr:0.0003                alpha:0.02683
+2026-02-12 22:08:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7399.00     total_reward_ma:9525.40  loss:-12.17              fps:122
+frame:1.52e+06           wall_t:12459             t:95000                  epi:nan
+opt_step:284814          lr:0.0003                alpha:0.02673
+2026-02-12 22:09:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7271.00     total_reward_ma:9464.21  loss:-12.54              fps:122
+frame:1.53e+06           wall_t:12540             t:95625                  epi:nan
+opt_step:286689          lr:0.0003                alpha:0.02679
+2026-02-12 22:10:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7323.00     total_reward_ma:9401.57  loss:-12.93              fps:122
+frame:1.54e+06           wall_t:12622             t:96250                  epi:nan
+opt_step:288564          lr:0.0003                alpha:0.02622
+2026-02-12 22:12:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7266.00     total_reward_ma:9337.50  loss:-12.87              fps:122
+frame:1.55e+06           wall_t:12703             t:96875                  epi:nan
+opt_step:290439          lr:0.0003                alpha:0.02617
+2026-02-12 22:13:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7564.00     total_reward_ma:9275.60  loss:-12.86              fps:122
+frame:1.56e+06           wall_t:12785             t:97500                  epi:nan
+opt_step:292314          lr:0.0003                alpha:0.02604
+2026-02-12 22:14:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7686.00     total_reward_ma:9214.84  loss:-12.58              fps:122
+frame:1.57e+06           wall_t:12867             t:98125                  epi:nan
+opt_step:294189          lr:0.0003                alpha:0.02643
+2026-02-12 22:16:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7681.00     total_reward_ma:9153.80  loss:-13.01              fps:122
+frame:1.58e+06           wall_t:12949             t:98750                  epi:nan
+opt_step:296064          lr:0.0003                alpha:0.02592
+2026-02-12 22:17:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7749.00     total_reward_ma:9093.49  loss:-12.6               fps:122
+frame:1.59e+06           wall_t:13029             t:99375                  epi:nan
+opt_step:297939          lr:0.0003                alpha:0.02577
+2026-02-12 22:19:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7925.00     total_reward_ma:9034.82  loss:-12.52              fps:122
+frame:1.60e+06           wall_t:13110             t:100000                 epi:nan
+opt_step:299814          lr:0.0003                alpha:0.02581
+2026-02-12 22:20:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:7968.00     total_reward_ma:8976.77  loss:-12.84              fps:122.1
+frame:1.61e+06           wall_t:13191             t:100625                 epi:nan
+opt_step:301689          lr:0.0003                alpha:0.0261
+2026-02-12 22:21:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8061.00     total_reward_ma:8920.77  loss:-12.44              fps:122.1
+frame:1.62e+06           wall_t:13273             t:101250                 epi:nan
+opt_step:303564          lr:0.0003                alpha:0.0254
+2026-02-12 22:23:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8267.00     total_reward_ma:8867.13  loss:-12.97              fps:122.1
+frame:1.63e+06           wall_t:13355             t:101875                 epi:nan
+opt_step:305439          lr:0.0003                alpha:0.02552
+2026-02-12 22:24:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8245.00     total_reward_ma:8812.04  loss:-12.41              fps:122.1
+frame:1.64e+06           wall_t:13437             t:102500                 epi:nan
+opt_step:307314          lr:0.0003                alpha:0.02625
+2026-02-12 22:25:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8301.00     total_reward_ma:8756.90  loss:-12.31              fps:122.1
+frame:1.65e+06           wall_t:13517             t:103125                 epi:nan
+opt_step:309189          lr:0.0003                alpha:0.0252
+2026-02-12 22:27:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8396.00     total_reward_ma:8704.89  loss:-12.67              fps:122.1
+frame:1.66e+06           wall_t:13598             t:103750                 epi:nan
+opt_step:311064          lr:0.0003                alpha:0.02488
+2026-02-12 22:28:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8565.00     total_reward_ma:8654.73  loss:-12.57              fps:122.1
+frame:1.67e+06           wall_t:13679             t:104375                 epi:nan
+opt_step:312939          lr:0.0003                alpha:0.02556
+2026-02-12 22:29:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8673.00     total_reward_ma:8605.97  loss:-12.7               fps:122.1
+frame:1.68e+06           wall_t:13760             t:105000                 epi:nan
+opt_step:314814          lr:0.0003                alpha:0.02474
+2026-02-12 22:31:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8678.00     total_reward_ma:8556.99  loss:-12.34              fps:122.1
+frame:1.69e+06           wall_t:13843             t:105625                 epi:nan
+opt_step:316689          lr:0.0003                alpha:0.02498
+2026-02-12 22:32:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8899.00     total_reward_ma:8511.83  loss:-12.24              fps:122.1
+frame:1.70e+06           wall_t:13924             t:106250                 epi:nan
+opt_step:318564          lr:0.0003                alpha:0.02502
+2026-02-12 22:33:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8875.00     total_reward_ma:8466.97  loss:-12.3               fps:122.1
+frame:1.71e+06           wall_t:14007             t:106875                 epi:nan
+opt_step:320439          lr:0.0003                alpha:0.02394
+2026-02-12 22:35:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9060.00     total_reward_ma:8423.57  loss:-11.94              fps:122.1
+frame:1.72e+06           wall_t:14087             t:107500                 epi:nan
+opt_step:322314          lr:0.0003                alpha:0.0235
+2026-02-12 22:36:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9141.00     total_reward_ma:8384.30  loss:-12.46              fps:122.1
+frame:1.73e+06           wall_t:14168             t:108125                 epi:nan
+opt_step:324189          lr:0.0003                alpha:0.02397
+2026-02-12 22:38:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9408.00     total_reward_ma:8348.22  loss:-12.21              fps:122.1
+frame:1.74e+06           wall_t:14250             t:108750                 epi:nan
+opt_step:326064          lr:0.0003                alpha:0.02438
+2026-02-12 22:39:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9406.00     total_reward_ma:8313.52  loss:-12.49              fps:122.1
+frame:1.75e+06           wall_t:14332             t:109375                 epi:nan
+opt_step:327939          lr:0.0003                alpha:0.02446
+2026-02-12 22:40:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9474.00     total_reward_ma:8283.22  loss:-12.41              fps:122.1
+frame:1.76e+06           wall_t:14413             t:110000                 epi:nan
+opt_step:329814          lr:0.0003                alpha:0.02482
+2026-02-12 22:42:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9526.00     total_reward_ma:8254.64  loss:-12.24              fps:122.1
+frame:1.77e+06           wall_t:14494             t:110625                 epi:nan
+opt_step:331689          lr:0.0003                alpha:0.02545
+2026-02-12 22:43:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9826.00     total_reward_ma:8228.69  loss:-12.31              fps:122.1
+frame:1.78e+06           wall_t:14576             t:111250                 epi:nan
+opt_step:333564          lr:0.0003                alpha:0.02502
+2026-02-12 22:44:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10000.00    total_reward_ma:8206.21  loss:-12.47              fps:122.1
+frame:1.79e+06           wall_t:14659             t:111875                 epi:nan
+opt_step:335439          lr:0.0003                alpha:0.02498
+2026-02-12 22:46:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10022.00    total_reward_ma:8184.40  loss:-12.18              fps:122.1
+frame:1.80e+06           wall_t:14741             t:112500                 epi:nan
+opt_step:337314          lr:0.0003                alpha:0.02518
+2026-02-12 22:47:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:10029.00    total_reward_ma:8164.58  loss:-12.28              fps:122.1
+frame:1.81e+06           wall_t:14822             t:113125                 epi:nan
+opt_step:339189          lr:0.0003                alpha:0.02486
+2026-02-12 22:48:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9862.00     total_reward_ma:8143.54  loss:-12.35              fps:122.1
+frame:1.82e+06           wall_t:14904             t:113750                 epi:nan
+opt_step:341064          lr:0.0003                alpha:0.02464
+2026-02-12 22:50:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9864.00     total_reward_ma:8123.33  loss:-12.12              fps:122.1
+frame:1.83e+06           wall_t:14985             t:114375                 epi:nan
+opt_step:342939          lr:0.0003                alpha:0.02453
+2026-02-12 22:51:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9940.00     total_reward_ma:8107.78  loss:-12.43              fps:122.1
+frame:1.84e+06           wall_t:15066             t:115000                 epi:nan
+opt_step:344814          lr:0.0003                alpha:0.02457
+2026-02-12 22:52:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9995.00     total_reward_ma:8094.19  loss:-12.1               fps:122.1
+frame:1.85e+06           wall_t:15148             t:115625                 epi:nan
+opt_step:346689          lr:0.0003                alpha:0.02477
+2026-02-12 22:54:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9875.00     total_reward_ma:8085.80  loss:-12.19              fps:122.1
+frame:1.86e+06           wall_t:15229             t:116250                 epi:nan
+opt_step:348564          lr:0.0003                alpha:0.02475
+2026-02-12 22:55:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9886.00     total_reward_ma:8080.94  loss:-11.99              fps:122.1
+frame:1.87e+06           wall_t:15310             t:116875                 epi:nan
+opt_step:350439          lr:0.0003                alpha:0.02479
+2026-02-12 22:57:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9773.00     total_reward_ma:8080.67  loss:-12.18              fps:122.1
+frame:1.88e+06           wall_t:15391             t:117500                 epi:nan
+opt_step:352314          lr:0.0003                alpha:0.02474
+2026-02-12 22:58:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9550.00     total_reward_ma:8084.39  loss:-12.26              fps:122.1
+frame:1.89e+06           wall_t:15473             t:118125                 epi:nan
+opt_step:354189          lr:0.0003                alpha:0.02355
+2026-02-12 22:59:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9624.00     total_reward_ma:8092.48  loss:-12.26              fps:122.2
+frame:1.90e+06           wall_t:15554             t:118750                 epi:nan
+opt_step:356064          lr:0.0003                alpha:0.02476
+2026-02-12 23:01:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9545.00     total_reward_ma:8102.79  loss:-12.21              fps:122.2
+frame:1.91e+06           wall_t:15636             t:119375                 epi:nan
+opt_step:357939          lr:0.0003                alpha:0.02507
+2026-02-12 23:02:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9660.00     total_reward_ma:8116.50  loss:-12.01              fps:122.2
+frame:1.92e+06           wall_t:15718             t:120000                 epi:nan
+opt_step:359814          lr:0.0003                alpha:0.02482
+2026-02-12 23:03:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9469.00     total_reward_ma:8133.51  loss:-12.52              fps:122.1
+frame:1.93e+06           wall_t:15801             t:120625                 epi:nan
+opt_step:361689          lr:0.0003                alpha:0.0252
+2026-02-12 23:05:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9378.00     total_reward_ma:8154.27  loss:-12.36              fps:122.2
+frame:1.94e+06           wall_t:15881             t:121250                 epi:nan
+opt_step:363564          lr:0.0003                alpha:0.02485
+2026-02-12 23:06:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9265.00     total_reward_ma:8175.44  loss:-12.4               fps:122.2
+frame:1.95e+06           wall_t:15962             t:121875                 epi:nan
+opt_step:365439          lr:0.0003                alpha:0.02561
+2026-02-12 23:07:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9235.00     total_reward_ma:8199.76  loss:-12.1               fps:122.2
+frame:1.96e+06           wall_t:16043             t:122500                 epi:nan
+opt_step:367314          lr:0.0003                alpha:0.02495
+2026-02-12 23:09:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8975.00     total_reward_ma:8223.59  loss:-12.26              fps:122.2
+frame:1.97e+06           wall_t:16125             t:123125                 epi:nan
+opt_step:369189          lr:0.0003                alpha:0.02496
+2026-02-12 23:10:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:8944.00     total_reward_ma:8249.94  loss:-11.96              fps:122.2
+frame:1.98e+06           wall_t:16207             t:123750                 epi:nan
+opt_step:371064          lr:0.0003                alpha:0.02447
+2026-02-12 23:11:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9177.00     total_reward_ma:8279.58  loss:-12.22              fps:122.2
+frame:1.99e+06           wall_t:16286             t:124375                 epi:nan
+opt_step:372939          lr:0.0003                alpha:0.02451
+2026-02-12 23:13:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train]
+total_reward:9215.00     total_reward_ma:8309.44  loss:-12.36              fps:122.2
+frame:2.00e+06           wall_t:16360             t:125000                 epi:nan
+opt_step:374814          lr:0.0003                alpha:0.02605
+2026-02-12 23:13:10 | INFO | PID:1340 | slm_lab.lib.logger:info | Session 2 done

data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s3.log

@@ -0,0 +1,802 @@
+2026-02-12 18:40:26 | INFO | PID:1341 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-12 18:42:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:200.00     total_reward_ma:200.00  loss:-18.49             fps:83.33
+frame:1.00e+04          wall_t:120              t:625                   epi:nan
+opt_step:1689           lr:0.0003               alpha:0.6313
+2026-02-12 18:43:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:486.67     total_reward_ma:343.33  loss:-26.86             fps:99.5
+frame:2.00e+04          wall_t:201              t:1250                  epi:nan
+opt_step:3564           lr:0.0003               alpha:0.4037
+2026-02-12 18:45:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:503.85     total_reward_ma:396.84  loss:-31.97             fps:106
+frame:3.00e+04          wall_t:283              t:1875                  epi:nan
+opt_step:5439           lr:0.0003               alpha:0.2644
+2026-02-12 18:46:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:529.41     total_reward_ma:429.98  loss:-32.74             fps:109.6
+frame:4.00e+04          wall_t:365              t:2500                  epi:nan
+opt_step:7314           lr:0.0003               alpha:0.1746
+2026-02-12 18:47:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:506.38     total_reward_ma:445.26  loss:-33.44             fps:111.9
+frame:5.00e+04          wall_t:447              t:3125                  epi:nan
+opt_step:9189           lr:0.0003               alpha:0.1157
+2026-02-12 18:49:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:489.66     total_reward_ma:452.66  loss:-32.09             fps:113.4
+frame:6.00e+04          wall_t:529              t:3750                  epi:nan
+opt_step:11064          lr:0.0003               alpha:0.07691
+2026-02-12 18:50:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:504.41     total_reward_ma:460.05  loss:-30.58             fps:114.8
+frame:7.00e+04          wall_t:610              t:4375                  epi:nan
+opt_step:12939          lr:0.0003               alpha:0.05123
+2026-02-12 18:52:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:516.88     total_reward_ma:467.16  loss:-28.63             fps:115.6
+frame:8.00e+04          wall_t:692              t:5000                  epi:nan
+opt_step:14814          lr:0.0003               alpha:0.03422
+2026-02-12 18:53:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:514.29     total_reward_ma:472.39  loss:-26.91             fps:116.4
+frame:9.00e+04          wall_t:773              t:5625                  epi:nan
+opt_step:16689          lr:0.0003               alpha:0.02294
+2026-02-12 18:54:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:500.00     total_reward_ma:475.15  loss:-24.65             fps:117
+frame:1.00e+05          wall_t:855              t:6250                  epi:nan
+opt_step:18564          lr:0.0003               alpha:0.01547
+2026-02-12 18:56:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:516.00     total_reward_ma:478.87  loss:-22.61             fps:117.5
+frame:1.10e+05          wall_t:936              t:6875                  epi:nan
+opt_step:20439          lr:0.0003               alpha:0.01054
+2026-02-12 18:57:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:574.00     total_reward_ma:486.80  loss:-21.12             fps:118
+frame:1.20e+05          wall_t:1017             t:7500                  epi:nan
+opt_step:22314          lr:0.0003               alpha:0.007464
+2026-02-12 18:58:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:635.00     total_reward_ma:498.20  loss:-19.29             fps:118.3
+frame:1.30e+05          wall_t:1099             t:8125                  epi:nan
+opt_step:24189          lr:0.0003               alpha:0.01027
+2026-02-12 19:00:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:599.00     total_reward_ma:505.40  loss:-17.55             fps:118.5
+frame:1.40e+05          wall_t:1181             t:8750                  epi:nan
+opt_step:26064          lr:0.0003               alpha:0.02265
+2026-02-12 19:01:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:527.00     total_reward_ma:506.84  loss:-16.11             fps:118.7
+frame:1.50e+05          wall_t:1264             t:9375                  epi:nan
+opt_step:27939          lr:0.0003               alpha:0.04919
+2026-02-12 19:02:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:439.00     total_reward_ma:502.60  loss:-14.54             fps:118.9
+frame:1.60e+05          wall_t:1346             t:10000                 epi:nan
+opt_step:29814          lr:0.0003               alpha:0.1063
+2026-02-12 19:04:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:353.00     total_reward_ma:493.80  loss:-13.31             fps:119
+frame:1.70e+05          wall_t:1428             t:10625                 epi:nan
+opt_step:31689          lr:0.0003               alpha:0.2285
+2026-02-12 19:05:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:287.00     total_reward_ma:482.31  loss:-12.63             fps:119.3
+frame:1.80e+05          wall_t:1509             t:11250                 epi:nan
+opt_step:33564          lr:0.0003               alpha:0.4886
+2026-02-12 19:07:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:102.00     total_reward_ma:462.29  loss:-12.22             fps:119.4
+frame:1.90e+05          wall_t:1591             t:11875                 epi:nan
+opt_step:35439          lr:0.0003               alpha:1.04
+2026-02-12 19:08:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2.00       total_reward_ma:439.28  loss:-12.85             fps:119.5
+frame:2.00e+05          wall_t:1673             t:12500                 epi:nan
+opt_step:37314          lr:0.0003               alpha:2.2
+2026-02-12 19:09:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:418.36  loss:-15.31             fps:119.6
+frame:2.10e+05          wall_t:1756             t:13125                 epi:nan
+opt_step:39189          lr:0.0003               alpha:4.631
+2026-02-12 19:11:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:399.34  loss:-18.58             fps:119.6
+frame:2.20e+05          wall_t:1839             t:13750                 epi:nan
+opt_step:41064          lr:0.0003               alpha:7.389
+2026-02-12 19:12:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:381.98  loss:-17.96             fps:119.7
+frame:2.30e+05          wall_t:1921             t:14375                 epi:nan
+opt_step:42939          lr:0.0003               alpha:7.389
+2026-02-12 19:13:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:366.06  loss:-16.98             fps:119.8
+frame:2.40e+05          wall_t:2003             t:15000                 epi:nan
+opt_step:44814          lr:0.0003               alpha:7.389
+2026-02-12 19:15:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:351.42  loss:-16.18             fps:120
+frame:2.50e+05          wall_t:2084             t:15625                 epi:nan
+opt_step:46689          lr:0.0003               alpha:7.389
+2026-02-12 19:16:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:337.91  loss:-15.4              fps:120
+frame:2.60e+05          wall_t:2166             t:16250                 epi:nan
+opt_step:48564          lr:0.0003               alpha:7.389
+2026-02-12 19:17:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:325.39  loss:-15.14             fps:120.1
+frame:2.70e+05          wall_t:2248             t:16875                 epi:nan
+opt_step:50439          lr:0.0003               alpha:7.389
+2026-02-12 19:19:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:313.77  loss:-14.35             fps:120.2
+frame:2.80e+05          wall_t:2330             t:17500                 epi:nan
+opt_step:52314          lr:0.0003               alpha:7.389
+2026-02-12 19:20:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:302.95  loss:-13.97             fps:120.2
+frame:2.90e+05          wall_t:2413             t:18125                 epi:nan
+opt_step:54189          lr:0.0003               alpha:7.389
+2026-02-12 19:22:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:292.85  loss:-13.53             fps:120.2
+frame:3.00e+05          wall_t:2495             t:18750                 epi:nan
+opt_step:56064          lr:0.0003               alpha:7.389
+2026-02-12 19:23:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:283.40  loss:-13.12             fps:120.3
+frame:3.10e+05          wall_t:2577             t:19375                 epi:nan
+opt_step:57939          lr:0.0003               alpha:7.389
+2026-02-12 19:24:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:0.00       total_reward_ma:274.55  loss:-12.97             fps:120.4
+frame:3.20e+05          wall_t:2658             t:20000                 epi:nan
+opt_step:59814          lr:0.0003               alpha:7.389
+2026-02-12 19:26:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4.00       total_reward_ma:266.35  loss:-121.6             fps:120.4
+frame:3.30e+05          wall_t:2740             t:20625                 epi:nan
+opt_step:61689          lr:0.0003               alpha:5.29
+2026-02-12 19:27:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:69.00      total_reward_ma:260.55  loss:-199.1             fps:120.5
+frame:3.40e+05          wall_t:2822             t:21250                 epi:nan
+opt_step:63564          lr:0.0003               alpha:3.487
+2026-02-12 19:28:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:95.00      total_reward_ma:255.82  loss:-243.2             fps:120.5
+frame:3.50e+05          wall_t:2904             t:21875                 epi:nan
+opt_step:65439          lr:0.0003               alpha:2.295
+2026-02-12 19:30:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:147.00     total_reward_ma:252.79  loss:-255.7             fps:120.6
+frame:3.60e+05          wall_t:2986             t:22500                 epi:nan
+opt_step:67314          lr:0.0003               alpha:1.503
+2026-02-12 19:31:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:196.00     total_reward_ma:251.26  loss:-260               fps:120.6
+frame:3.70e+05          wall_t:3069             t:23125                 epi:nan
+opt_step:69189          lr:0.0003               alpha:0.9878
+2026-02-12 19:32:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:257.00     total_reward_ma:251.41  loss:-249.3             fps:120.6
+frame:3.80e+05          wall_t:3150             t:23750                 epi:nan
+opt_step:71064          lr:0.0003               alpha:0.6511
+2026-02-12 19:34:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:329.00     total_reward_ma:253.40  loss:-235.3             fps:120.7
+frame:3.90e+05          wall_t:3232             t:24375                 epi:nan
+opt_step:72939          lr:0.0003               alpha:0.4298
+2026-02-12 19:35:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:413.00     total_reward_ma:257.39  loss:-225.3             fps:120.7
+frame:4.00e+05          wall_t:3313             t:25000                 epi:nan
+opt_step:74814          lr:0.0003               alpha:0.2844
+2026-02-12 19:37:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:448.00     total_reward_ma:262.04  loss:-211.7             fps:120.8
+frame:4.10e+05          wall_t:3394             t:25625                 epi:nan
+opt_step:76689          lr:0.0003               alpha:0.1889
+2026-02-12 19:38:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:510.00     total_reward_ma:267.94  loss:-195.3             fps:120.8
+frame:4.20e+05          wall_t:3476             t:26250                 epi:nan
+opt_step:78564          lr:0.0003               alpha:0.1286
+2026-02-12 19:39:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:570.00     total_reward_ma:274.97  loss:-183.3             fps:120.9
+frame:4.30e+05          wall_t:3557             t:26875                 epi:nan
+opt_step:80439          lr:0.0003               alpha:0.08978
+2026-02-12 19:41:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:602.00     total_reward_ma:282.40  loss:-169.1             fps:120.9
+frame:4.40e+05          wall_t:3639             t:27500                 epi:nan
+opt_step:82314          lr:0.0003               alpha:0.06485
+2026-02-12 19:42:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:693.00     total_reward_ma:291.52  loss:-154.1             fps:120.9
+frame:4.50e+05          wall_t:3721             t:28125                 epi:nan
+opt_step:84189          lr:0.0003               alpha:0.04945
+2026-02-12 19:43:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:779.00     total_reward_ma:302.12  loss:-141.6             fps:121
+frame:4.60e+05          wall_t:3803             t:28750                 epi:nan
+opt_step:86064          lr:0.0003               alpha:0.03803
+2026-02-12 19:45:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:883.00     total_reward_ma:314.48  loss:-129.2             fps:121
+frame:4.70e+05          wall_t:3885             t:29375                 epi:nan
+opt_step:87939          lr:0.0003               alpha:0.03139
+2026-02-12 19:46:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:958.00     total_reward_ma:327.89  loss:-121.6             fps:121
+frame:4.80e+05          wall_t:3967             t:30000                 epi:nan
+opt_step:89814          lr:0.0003               alpha:0.02464
+2026-02-12 19:47:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1005.00    total_reward_ma:341.70  loss:-109.7             fps:121
+frame:4.90e+05          wall_t:4049             t:30625                 epi:nan
+opt_step:91689          lr:0.0003               alpha:0.02078
+2026-02-12 19:49:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1101.00    total_reward_ma:356.89  loss:-102.6             fps:121
+frame:5.00e+05          wall_t:4131             t:31250                 epi:nan
+opt_step:93564          lr:0.0003               alpha:0.01908
+2026-02-12 19:50:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1246.00    total_reward_ma:374.32  loss:-93.04             fps:121.1
+frame:5.10e+05          wall_t:4213             t:31875                 epi:nan
+opt_step:95439          lr:0.0003               alpha:0.01641
+2026-02-12 19:52:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1423.00    total_reward_ma:394.49  loss:-84.84             fps:121.1
+frame:5.20e+05          wall_t:4293             t:32500                 epi:nan
+opt_step:97314          lr:0.0003               alpha:0.01515
+2026-02-12 19:53:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1534.00    total_reward_ma:415.99  loss:-77.53             fps:121.1
+frame:5.30e+05          wall_t:4376             t:33125                 epi:nan
+opt_step:99189          lr:0.0003               alpha:0.01413
+2026-02-12 19:54:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1663.00    total_reward_ma:439.08  loss:-71.13             fps:121.2
+frame:5.40e+05          wall_t:4457             t:33750                 epi:nan
+opt_step:101064         lr:0.0003               alpha:0.01445
+2026-02-12 19:56:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1865.00    total_reward_ma:465.01  loss:-65.92             fps:121.2
+frame:5.50e+05          wall_t:4539             t:34375                 epi:nan
+opt_step:102939         lr:0.0003               alpha:0.01438
+2026-02-12 19:57:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:1972.00    total_reward_ma:491.92  loss:-59.74             fps:121.2
+frame:5.60e+05          wall_t:4622             t:35000                 epi:nan
+opt_step:104814         lr:0.0003               alpha:0.01499
+2026-02-12 19:58:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2196.00    total_reward_ma:521.82  loss:-53.98             fps:121.2
+frame:5.70e+05          wall_t:4703             t:35625                 epi:nan
+opt_step:106689         lr:0.0003               alpha:0.01546
+2026-02-12 20:00:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2294.00    total_reward_ma:552.37  loss:-49.11             fps:121.2
+frame:5.80e+05          wall_t:4785             t:36250                 epi:nan
+opt_step:108564         lr:0.0003               alpha:0.01599
+2026-02-12 20:01:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2488.00    total_reward_ma:585.18  loss:-45.34             fps:121.2
+frame:5.90e+05          wall_t:4867             t:36875                 epi:nan
+opt_step:110439         lr:0.0003               alpha:0.01721
+2026-02-12 20:02:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2765.00    total_reward_ma:621.51  loss:-41.26             fps:121.3
+frame:6.00e+05          wall_t:4948             t:37500                 epi:nan
+opt_step:112314         lr:0.0003               alpha:0.0175
+2026-02-12 20:04:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:2905.00    total_reward_ma:658.94  loss:-38.47             fps:121.3
+frame:6.10e+05          wall_t:5030             t:38125                 epi:nan
+opt_step:114189         lr:0.0003               alpha:0.01706
+2026-02-12 20:05:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:3145.00    total_reward_ma:699.04  loss:-35.66             fps:121.3
+frame:6.20e+05          wall_t:5113             t:38750                 epi:nan
+opt_step:116064         lr:0.0003               alpha:0.01714
+2026-02-12 20:07:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:3327.00    total_reward_ma:740.75  loss:-32.98             fps:121.3
+frame:6.30e+05          wall_t:5195             t:39375                 epi:nan
+opt_step:117939         lr:0.0003               alpha:0.01689
+2026-02-12 20:08:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:3524.00    total_reward_ma:784.24  loss:-30.62             fps:121.3
+frame:6.40e+05          wall_t:5276             t:40000                 epi:nan
+opt_step:119814         lr:0.0003               alpha:0.01837
+2026-02-12 20:09:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:3886.00    total_reward_ma:831.96  loss:-27.39             fps:121.3
+frame:6.50e+05          wall_t:5358             t:40625                 epi:nan
+opt_step:121689         lr:0.0003               alpha:0.01918
+2026-02-12 20:11:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4147.00    total_reward_ma:882.19  loss:-26.3              fps:121.3
+frame:6.60e+05          wall_t:5440             t:41250                 epi:nan
+opt_step:123564         lr:0.0003               alpha:0.02064
+2026-02-12 20:12:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4274.00    total_reward_ma:932.81  loss:-24.27             fps:121.4
+frame:6.70e+05          wall_t:5521             t:41875                 epi:nan
+opt_step:125439         lr:0.0003               alpha:0.02106
+2026-02-12 20:13:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4375.00    total_reward_ma:983.43  loss:-23.32             fps:121.4
+frame:6.80e+05          wall_t:5602             t:42500                 epi:nan
+opt_step:127314         lr:0.0003               alpha:0.02099
+2026-02-12 20:15:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4478.00     total_reward_ma:1034.08  loss:-21.87              fps:121.4
+frame:6.90e+05           wall_t:5684              t:43125                  epi:nan
+opt_step:129189          lr:0.0003                alpha:0.02088
+2026-02-12 20:16:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4872.00     total_reward_ma:1088.91  loss:-20.92              fps:121.4
+frame:7.00e+05           wall_t:5766              t:43750                  epi:nan
+opt_step:131064          lr:0.0003                alpha:0.01973
+2026-02-12 20:17:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5111.00     total_reward_ma:1145.56  loss:-19.3               fps:121.4
+frame:7.10e+05           wall_t:5848              t:44375                  epi:nan
+opt_step:132939          lr:0.0003                alpha:0.01892
+2026-02-12 20:19:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5230.00     total_reward_ma:1202.29  loss:-18.24              fps:121.4
+frame:7.20e+05           wall_t:5930              t:45000                  epi:nan
+opt_step:134814          lr:0.0003                alpha:0.01939
+2026-02-12 20:20:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5380.00     total_reward_ma:1259.51  loss:-17.76              fps:121.4
+frame:7.30e+05           wall_t:6011              t:45625                  epi:nan
+opt_step:136689          lr:0.0003                alpha:0.01834
+2026-02-12 20:22:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5811.00     total_reward_ma:1321.02  loss:-17.07              fps:121.5
+frame:7.40e+05           wall_t:6092              t:46250                  epi:nan
+opt_step:138564          lr:0.0003                alpha:0.01814
+2026-02-12 20:23:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6002.00     total_reward_ma:1383.43  loss:-15.93              fps:121.5
+frame:7.50e+05           wall_t:6174              t:46875                  epi:nan
+opt_step:140439          lr:0.0003                alpha:0.01965
+2026-02-12 20:24:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6269.00     total_reward_ma:1447.72  loss:-15.7               fps:121.5
+frame:7.60e+05           wall_t:6256              t:47500                  epi:nan
+opt_step:142314          lr:0.0003                alpha:0.01905
+2026-02-12 20:26:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6462.00     total_reward_ma:1512.84  loss:-14.55              fps:121.5
+frame:7.70e+05           wall_t:6338              t:48125                  epi:nan
+opt_step:144189          lr:0.0003                alpha:0.02027
+2026-02-12 20:27:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6655.00     total_reward_ma:1578.76  loss:-14.17              fps:121.5
+frame:7.80e+05           wall_t:6419              t:48750                  epi:nan
+opt_step:146064          lr:0.0003                alpha:0.01844
+2026-02-12 20:28:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6899.00     total_reward_ma:1646.11  loss:-13.84              fps:121.5
+frame:7.90e+05           wall_t:6501              t:49375                  epi:nan
+opt_step:147939          lr:0.0003                alpha:0.01938
+2026-02-12 20:30:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7074.00     total_reward_ma:1713.96  loss:-13.78              fps:121.5
+frame:8.00e+05           wall_t:6582              t:50000                  epi:nan
+opt_step:149814          lr:0.0003                alpha:0.0188
+2026-02-12 20:31:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7152.00     total_reward_ma:1781.09  loss:-12.89              fps:121.6
+frame:8.10e+05           wall_t:6663              t:50625                  epi:nan
+opt_step:151689          lr:0.0003                alpha:0.01757
+2026-02-12 20:32:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7251.00     total_reward_ma:1847.80  loss:-12.65              fps:121.6
+frame:8.20e+05           wall_t:6744              t:51250                  epi:nan
+opt_step:153564          lr:0.0003                alpha:0.01761
+2026-02-12 20:34:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7600.00     total_reward_ma:1917.10  loss:-12.25              fps:121.6
+frame:8.30e+05           wall_t:6826              t:51875                  epi:nan
+opt_step:155439          lr:0.0003                alpha:0.01686
+2026-02-12 20:35:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7612.00     total_reward_ma:1984.90  loss:-11.77              fps:121.6
+frame:8.40e+05           wall_t:6907              t:52500                  epi:nan
+opt_step:157314          lr:0.0003                alpha:0.01635
+2026-02-12 20:36:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7646.00     total_reward_ma:2051.50  loss:-11.61              fps:121.6
+frame:8.50e+05           wall_t:6989              t:53125                  epi:nan
+opt_step:159189          lr:0.0003                alpha:0.01606
+2026-02-12 20:38:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7858.00     total_reward_ma:2119.02  loss:-11.56              fps:121.6
+frame:8.60e+05           wall_t:7072              t:53750                  epi:nan
+opt_step:161064          lr:0.0003                alpha:0.01565
+2026-02-12 20:39:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8096.00     total_reward_ma:2187.72  loss:-11.13              fps:121.6
+frame:8.70e+05           wall_t:7154              t:54375                  epi:nan
+opt_step:162939          lr:0.0003                alpha:0.01434
+2026-02-12 20:41:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8175.00     total_reward_ma:2255.76  loss:-10.54              fps:121.6
+frame:8.80e+05           wall_t:7236              t:55000                  epi:nan
+opt_step:164814          lr:0.0003                alpha:0.01439
+2026-02-12 20:42:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8184.00     total_reward_ma:2322.37  loss:-10.42              fps:121.6
+frame:8.90e+05           wall_t:7317              t:55625                  epi:nan
+opt_step:166689          lr:0.0003                alpha:0.01413
+2026-02-12 20:43:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8378.00     total_reward_ma:2389.65  loss:-10.36              fps:121.6
+frame:9.00e+05           wall_t:7400              t:56250                  epi:nan
+opt_step:168564          lr:0.0003                alpha:0.01481
+2026-02-12 20:45:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8505.00     total_reward_ma:2456.85  loss:-9.924              fps:121.6
+frame:9.10e+05           wall_t:7481              t:56875                  epi:nan
+opt_step:170439          lr:0.0003                alpha:0.01532
+2026-02-12 20:46:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8595.00     total_reward_ma:2523.57  loss:-10.14              fps:121.7
+frame:9.20e+05           wall_t:7561              t:57500                  epi:nan
+opt_step:172314          lr:0.0003                alpha:0.01617
+2026-02-12 20:47:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8461.00     total_reward_ma:2587.41  loss:-9.92               fps:121.7
+frame:9.30e+05           wall_t:7642              t:58125                  epi:nan
+opt_step:174189          lr:0.0003                alpha:0.0182
+2026-02-12 20:49:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8497.00     total_reward_ma:2650.28  loss:-9.96               fps:121.7
+frame:9.40e+05           wall_t:7724              t:58750                  epi:nan
+opt_step:176064          lr:0.0003                alpha:0.01632
+2026-02-12 20:50:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8501.00     total_reward_ma:2711.87  loss:-10.02              fps:121.7
+frame:9.50e+05           wall_t:7807              t:59375                  epi:nan
+opt_step:177939          lr:0.0003                alpha:0.01501
+2026-02-12 20:51:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8611.00     total_reward_ma:2773.32  loss:-9.797              fps:121.7
+frame:9.60e+05           wall_t:7889              t:60000                  epi:nan
+opt_step:179814          lr:0.0003                alpha:0.015
+2026-02-12 20:53:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8515.00     total_reward_ma:2832.51  loss:-9.707              fps:121.7
+frame:9.70e+05           wall_t:7971              t:60625                  epi:nan
+opt_step:181689          lr:0.0003                alpha:0.01702
+2026-02-12 20:54:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8368.00     total_reward_ma:2889.00  loss:-9.945              fps:121.7
+frame:9.80e+05           wall_t:8052              t:61250                  epi:nan
+opt_step:183564          lr:0.0003                alpha:0.01716
+2026-02-12 20:56:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8280.00     total_reward_ma:2943.45  loss:-9.957              fps:121.7
+frame:9.90e+05           wall_t:8133              t:61875                  epi:nan
+opt_step:185439          lr:0.0003                alpha:0.01852
+2026-02-12 20:57:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8010.00     total_reward_ma:2994.12  loss:-9.762              fps:121.7
+frame:1.00e+06           wall_t:8215              t:62500                  epi:nan
+opt_step:187314          lr:0.0003                alpha:0.01877
+2026-02-12 20:58:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8057.00     total_reward_ma:3072.69  loss:-9.488              fps:121.8
+frame:1.01e+06           wall_t:8295              t:63125                  epi:nan
+opt_step:189189          lr:0.0003                alpha:0.01968
+2026-02-12 21:00:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7825.00     total_reward_ma:3146.07  loss:-9.599              fps:121.8
+frame:1.02e+06           wall_t:8377              t:63750                  epi:nan
+opt_step:191064          lr:0.0003                alpha:0.01888
+2026-02-12 21:01:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7825.00     total_reward_ma:3219.28  loss:-9.972              fps:121.8
+frame:1.03e+06           wall_t:8458              t:64375                  epi:nan
+opt_step:192939          lr:0.0003                alpha:0.01906
+2026-02-12 21:02:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7796.00     total_reward_ma:3291.95  loss:-9.756              fps:121.8
+frame:1.04e+06           wall_t:8539              t:65000                  epi:nan
+opt_step:194814          lr:0.0003                alpha:0.01997
+2026-02-12 21:04:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7712.00     total_reward_ma:3364.00  loss:-9.517              fps:121.8
+frame:1.05e+06           wall_t:8621              t:65625                  epi:nan
+opt_step:196689          lr:0.0003                alpha:0.01972
+2026-02-12 21:05:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7664.00     total_reward_ma:3435.75  loss:-9.329              fps:121.8
+frame:1.06e+06           wall_t:8702              t:66250                  epi:nan
+opt_step:198564          lr:0.0003                alpha:0.0194
+2026-02-12 21:06:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7451.00     total_reward_ma:3505.21  loss:-9.827              fps:121.8
+frame:1.07e+06           wall_t:8783              t:66875                  epi:nan
+opt_step:200439          lr:0.0003                alpha:0.02023
+2026-02-12 21:08:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7390.00     total_reward_ma:3573.94  loss:-9.468              fps:121.8
+frame:1.08e+06           wall_t:8864              t:67500                  epi:nan
+opt_step:202314          lr:0.0003                alpha:0.02091
+2026-02-12 21:09:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7397.00     total_reward_ma:3642.77  loss:-9.81               fps:121.9
+frame:1.09e+06           wall_t:8945              t:68125                  epi:nan
+opt_step:204189          lr:0.0003                alpha:0.02134
+2026-02-12 21:10:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7406.00     total_reward_ma:3711.83  loss:-9.743              fps:121.9
+frame:1.10e+06           wall_t:9026              t:68750                  epi:nan
+opt_step:206064          lr:0.0003                alpha:0.02174
+2026-02-12 21:12:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7377.00     total_reward_ma:3780.44  loss:-9.921              fps:121.9
+frame:1.11e+06           wall_t:9106              t:69375                  epi:nan
+opt_step:207939          lr:0.0003                alpha:0.02293
+2026-02-12 21:13:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7365.00     total_reward_ma:3848.35  loss:-10.19              fps:121.9
+frame:1.12e+06           wall_t:9188              t:70000                  epi:nan
+opt_step:209814          lr:0.0003                alpha:0.02361
+2026-02-12 21:15:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7295.00     total_reward_ma:3914.95  loss:-10.57              fps:121.9
+frame:1.13e+06           wall_t:9270              t:70625                  epi:nan
+opt_step:211689          lr:0.0003                alpha:0.02364
+2026-02-12 21:16:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7286.00     total_reward_ma:3981.82  loss:-9.961              fps:121.9
+frame:1.14e+06           wall_t:9352              t:71250                  epi:nan
+opt_step:213564          lr:0.0003                alpha:0.0242
+2026-02-12 21:17:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7366.00     total_reward_ma:4050.21  loss:-10.49              fps:121.9
+frame:1.15e+06           wall_t:9433              t:71875                  epi:nan
+opt_step:215439          lr:0.0003                alpha:0.02363
+2026-02-12 21:19:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7398.00     total_reward_ma:4119.80  loss:-10.27              fps:121.9
+frame:1.16e+06           wall_t:9514              t:72500                  epi:nan
+opt_step:217314          lr:0.0003                alpha:0.0237
+2026-02-12 21:20:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7398.00     total_reward_ma:4190.25  loss:-10.41              fps:121.9
+frame:1.17e+06           wall_t:9595              t:73125                  epi:nan
+opt_step:219189          lr:0.0003                alpha:0.02398
+2026-02-12 21:21:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7409.00     total_reward_ma:4261.47  loss:-10.42              fps:121.9
+frame:1.18e+06           wall_t:9677              t:73750                  epi:nan
+opt_step:221064          lr:0.0003                alpha:0.02404
+2026-02-12 21:23:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7448.00     total_reward_ma:4334.93  loss:-10.89              fps:122
+frame:1.19e+06           wall_t:9758              t:74375                  epi:nan
+opt_step:222939          lr:0.0003                alpha:0.02379
+2026-02-12 21:24:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7601.00     total_reward_ma:4410.92  loss:-10.88              fps:122
+frame:1.20e+06           wall_t:9839              t:75000                  epi:nan
+opt_step:224814          lr:0.0003                alpha:0.02385
+2026-02-12 21:25:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7694.00     total_reward_ma:4487.86  loss:-10.85              fps:122
+frame:1.21e+06           wall_t:9920              t:75625                  epi:nan
+opt_step:226689          lr:0.0003                alpha:0.02397
+2026-02-12 21:27:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7787.00     total_reward_ma:4565.73  loss:-11.54              fps:122
+frame:1.22e+06           wall_t:10001             t:76250                  epi:nan
+opt_step:228564          lr:0.0003                alpha:0.02485
+2026-02-12 21:28:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7961.00     total_reward_ma:4645.34  loss:-11.16              fps:122
+frame:1.23e+06           wall_t:10082             t:76875                  epi:nan
+opt_step:230439          lr:0.0003                alpha:0.02412
+2026-02-12 21:29:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8007.00     total_reward_ma:4725.41  loss:-11.59              fps:122
+frame:1.24e+06           wall_t:10164             t:77500                  epi:nan
+opt_step:232314          lr:0.0003                alpha:0.02488
+2026-02-12 21:31:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8046.00     total_reward_ma:4805.87  loss:-11.47              fps:122
+frame:1.25e+06           wall_t:10245             t:78125                  epi:nan
+opt_step:234189          lr:0.0003                alpha:0.02503
+2026-02-12 21:32:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8062.00     total_reward_ma:4886.49  loss:-11.86              fps:122
+frame:1.26e+06           wall_t:10326             t:78750                  epi:nan
+opt_step:236064          lr:0.0003                alpha:0.02592
+2026-02-12 21:33:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8075.00     total_reward_ma:4967.24  loss:-11.87              fps:122
+frame:1.27e+06           wall_t:10407             t:79375                  epi:nan
+opt_step:237939          lr:0.0003                alpha:0.02563
+2026-02-12 21:35:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8133.00     total_reward_ma:5048.57  loss:-12.03              fps:122
+frame:1.28e+06           wall_t:10488             t:80000                  epi:nan
+opt_step:239814          lr:0.0003                alpha:0.02522
+2026-02-12 21:36:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8083.00     total_reward_ma:5129.40  loss:-11.97              fps:122
+frame:1.29e+06           wall_t:10570             t:80625                  epi:nan
+opt_step:241689          lr:0.0003                alpha:0.02512
+2026-02-12 21:38:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8137.00     total_reward_ma:5210.77  loss:-12.16              fps:122
+frame:1.30e+06           wall_t:10652             t:81250                  epi:nan
+opt_step:243564          lr:0.0003                alpha:0.02511
+2026-02-12 21:39:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8071.00     total_reward_ma:5291.48  loss:-12.05              fps:122.1
+frame:1.31e+06           wall_t:10733             t:81875                  epi:nan
+opt_step:245439          lr:0.0003                alpha:0.02533
+2026-02-12 21:40:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8259.00     total_reward_ma:5374.07  loss:-12.17              fps:122.1
+frame:1.32e+06           wall_t:10814             t:82500                  epi:nan
+opt_step:247314          lr:0.0003                alpha:0.02521
+2026-02-12 21:42:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8214.00     total_reward_ma:5456.17  loss:-12.47              fps:122.1
+frame:1.33e+06           wall_t:10896             t:83125                  epi:nan
+opt_step:249189          lr:0.0003                alpha:0.02533
+2026-02-12 21:43:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8231.00     total_reward_ma:5537.79  loss:-12.84              fps:122.1
+frame:1.34e+06           wall_t:10977             t:83750                  epi:nan
+opt_step:251064          lr:0.0003                alpha:0.02492
+2026-02-12 21:44:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8243.00     total_reward_ma:5619.27  loss:-12.73              fps:122.1
+frame:1.35e+06           wall_t:11059             t:84375                  epi:nan
+opt_step:252939          lr:0.0003                alpha:0.02409
+2026-02-12 21:46:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8227.00     total_reward_ma:5700.07  loss:-12.71              fps:122.1
+frame:1.36e+06           wall_t:11140             t:85000                  epi:nan
+opt_step:254814          lr:0.0003                alpha:0.02443
+2026-02-12 21:47:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8200.00     total_reward_ma:5780.11  loss:-12.45              fps:122.1
+frame:1.37e+06           wall_t:11221             t:85625                  epi:nan
+opt_step:256689          lr:0.0003                alpha:0.02427
+2026-02-12 21:48:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:8076.00     total_reward_ma:5858.30  loss:-12.74              fps:122.1
+frame:1.38e+06           wall_t:11302             t:86250                  epi:nan
+opt_step:258564          lr:0.0003                alpha:0.02434
+2026-02-12 21:50:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7960.00     total_reward_ma:5934.61  loss:-12.47              fps:122.1
+frame:1.39e+06           wall_t:11384             t:86875                  epi:nan
+opt_step:260439          lr:0.0003                alpha:0.02407
+2026-02-12 21:51:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7913.00     total_reward_ma:6009.61  loss:-12.57              fps:122.1
+frame:1.40e+06           wall_t:11465             t:87500                  epi:nan
+opt_step:262314          lr:0.0003                alpha:0.02473
+2026-02-12 21:52:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7924.00     total_reward_ma:6084.37  loss:-12.45              fps:122.1
+frame:1.41e+06           wall_t:11547             t:88125                  epi:nan
+opt_step:264189          lr:0.0003                alpha:0.02385
+2026-02-12 21:54:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7875.00     total_reward_ma:6158.02  loss:-12.58              fps:122.1
+frame:1.42e+06           wall_t:11629             t:88750                  epi:nan
+opt_step:266064          lr:0.0003                alpha:0.02459
+2026-02-12 21:55:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7595.00     total_reward_ma:6228.27  loss:-12.17              fps:122.1
+frame:1.43e+06           wall_t:11711             t:89375                  epi:nan
+opt_step:267939          lr:0.0003                alpha:0.02437
+2026-02-12 21:57:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7576.00     total_reward_ma:6298.01  loss:-12.57              fps:122.1
+frame:1.44e+06           wall_t:11793             t:90000                  epi:nan
+opt_step:269814          lr:0.0003                alpha:0.02501
+2026-02-12 21:58:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7504.00     total_reward_ma:6366.12  loss:-12.54              fps:122.1
+frame:1.45e+06           wall_t:11874             t:90625                  epi:nan
+opt_step:271689          lr:0.0003                alpha:0.02466
+2026-02-12 21:59:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7507.00     total_reward_ma:6433.40  loss:-12.86              fps:122.1
+frame:1.46e+06           wall_t:11957             t:91250                  epi:nan
+opt_step:273564          lr:0.0003                alpha:0.02552
+2026-02-12 22:01:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7582.00     total_reward_ma:6500.39  loss:-12.83              fps:122.1
+frame:1.47e+06           wall_t:12039             t:91875                  epi:nan
+opt_step:275439          lr:0.0003                alpha:0.02467
+2026-02-12 22:02:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7500.00     total_reward_ma:6565.81  loss:-12.56              fps:122.1
+frame:1.48e+06           wall_t:12120             t:92500                  epi:nan
+opt_step:277314          lr:0.0003                alpha:0.02584
+2026-02-12 22:03:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7667.00     total_reward_ma:6632.43  loss:-12.94              fps:122.1
+frame:1.49e+06           wall_t:12201             t:93125                  epi:nan
+opt_step:279189          lr:0.0003                alpha:0.02589
+2026-02-12 22:05:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7861.00     total_reward_ma:6700.03  loss:-12.58              fps:122.1
+frame:1.50e+06           wall_t:12282             t:93750                  epi:nan
+opt_step:281064          lr:0.0003                alpha:0.02581
+2026-02-12 22:06:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7776.00     total_reward_ma:6765.33  loss:-12.87              fps:122.1
+frame:1.51e+06           wall_t:12363             t:94375                  epi:nan
+opt_step:282939          lr:0.0003                alpha:0.02685
+2026-02-12 22:07:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7831.00     total_reward_ma:6829.41  loss:-12.74              fps:122.1
+frame:1.52e+06           wall_t:12445             t:95000                  epi:nan
+opt_step:284814          lr:0.0003                alpha:0.02695
+2026-02-12 22:09:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7711.00     total_reward_ma:6891.18  loss:-12.89              fps:122.2
+frame:1.53e+06           wall_t:12525             t:95625                  epi:nan
+opt_step:286689          lr:0.0003                alpha:0.02667
+2026-02-12 22:10:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7702.00     total_reward_ma:6951.57  loss:-12.83              fps:122.2
+frame:1.54e+06           wall_t:12607             t:96250                  epi:nan
+opt_step:288564          lr:0.0003                alpha:0.02756
+2026-02-12 22:11:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7743.00     total_reward_ma:7010.35  loss:-12.99              fps:122.2
+frame:1.55e+06           wall_t:12687             t:96875                  epi:nan
+opt_step:290439          lr:0.0003                alpha:0.02739
+2026-02-12 22:13:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7660.00     total_reward_ma:7067.23  loss:-13.01              fps:122.2
+frame:1.56e+06           wall_t:12769             t:97500                  epi:nan
+opt_step:292314          lr:0.0003                alpha:0.02804
+2026-02-12 22:14:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7609.00     total_reward_ma:7121.36  loss:-13.05              fps:122.2
+frame:1.57e+06           wall_t:12850             t:98125                  epi:nan
+opt_step:294189          lr:0.0003                alpha:0.02832
+2026-02-12 22:16:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7657.00     total_reward_ma:7174.99  loss:-12.67              fps:122.2
+frame:1.58e+06           wall_t:12931             t:98750                  epi:nan
+opt_step:296064          lr:0.0003                alpha:0.02782
+2026-02-12 22:17:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7560.00     total_reward_ma:7225.71  loss:-13.28              fps:122.2
+frame:1.59e+06           wall_t:13013             t:99375                  epi:nan
+opt_step:297939          lr:0.0003                alpha:0.02781
+2026-02-12 22:18:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7496.00     total_reward_ma:7273.02  loss:-13.33              fps:122.2
+frame:1.60e+06           wall_t:13095             t:100000                 epi:nan
+opt_step:299814          lr:0.0003                alpha:0.02863
+2026-02-12 22:20:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7453.00     total_reward_ma:7318.50  loss:-13.21              fps:122.2
+frame:1.61e+06           wall_t:13176             t:100625                 epi:nan
+opt_step:301689          lr:0.0003                alpha:0.02881
+2026-02-12 22:21:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7349.00     total_reward_ma:7360.54  loss:-13.74              fps:122.2
+frame:1.62e+06           wall_t:13258             t:101250                 epi:nan
+opt_step:303564          lr:0.0003                alpha:0.02839
+2026-02-12 22:22:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7275.00     total_reward_ma:7400.02  loss:-13.65              fps:122.2
+frame:1.63e+06           wall_t:13340             t:101875                 epi:nan
+opt_step:305439          lr:0.0003                alpha:0.02912
+2026-02-12 22:24:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:7105.00     total_reward_ma:7435.83  loss:-13.59              fps:122.2
+frame:1.64e+06           wall_t:13422             t:102500                 epi:nan
+opt_step:307314          lr:0.0003                alpha:0.02887
+2026-02-12 22:25:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6871.00     total_reward_ma:7465.68  loss:-13.37              fps:122.2
+frame:1.65e+06           wall_t:13503             t:103125                 epi:nan
+opt_step:309189          lr:0.0003                alpha:0.02932
+2026-02-12 22:26:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6633.00     total_reward_ma:7490.54  loss:-14.04              fps:122.2
+frame:1.66e+06           wall_t:13585             t:103750                 epi:nan
+opt_step:311064          lr:0.0003                alpha:0.02948
+2026-02-12 22:28:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6311.00     total_reward_ma:7510.91  loss:-14.01              fps:122.2
+frame:1.67e+06           wall_t:13666             t:104375                 epi:nan
+opt_step:312939          lr:0.0003                alpha:0.02912
+2026-02-12 22:29:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:6231.00     total_reward_ma:7529.47  loss:-14.29              fps:122.2
+frame:1.68e+06           wall_t:13746             t:105000                 epi:nan
+opt_step:314814          lr:0.0003                alpha:0.03001
+2026-02-12 22:30:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5939.00     total_reward_ma:7544.08  loss:-14.2               fps:122.2
+frame:1.69e+06           wall_t:13828             t:105625                 epi:nan
+opt_step:316689          lr:0.0003                alpha:0.03013
+2026-02-12 22:32:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5947.00     total_reward_ma:7554.83  loss:-14.09              fps:122.2
+frame:1.70e+06           wall_t:13908             t:106250                 epi:nan
+opt_step:318564          lr:0.0003                alpha:0.0302
+2026-02-12 22:33:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5632.00     total_reward_ma:7560.04  loss:-14.47              fps:122.2
+frame:1.71e+06           wall_t:13989             t:106875                 epi:nan
+opt_step:320439          lr:0.0003                alpha:0.03091
+2026-02-12 22:35:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5553.00     total_reward_ma:7563.27  loss:-15.1               fps:122.2
+frame:1.72e+06           wall_t:14070             t:107500                 epi:nan
+opt_step:322314          lr:0.0003                alpha:0.03187
+2026-02-12 22:36:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5402.00     total_reward_ma:7563.49  loss:-14.81              fps:122.3
+frame:1.73e+06           wall_t:14151             t:108125                 epi:nan
+opt_step:324189          lr:0.0003                alpha:0.0321
+2026-02-12 22:37:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5290.00     total_reward_ma:7558.28  loss:-14.58              fps:122.3
+frame:1.74e+06           wall_t:14233             t:108750                 epi:nan
+opt_step:326064          lr:0.0003                alpha:0.03289
+2026-02-12 22:39:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5158.00     total_reward_ma:7549.84  loss:-14.11              fps:122.3
+frame:1.75e+06           wall_t:14314             t:109375                 epi:nan
+opt_step:327939          lr:0.0003                alpha:0.03414
+2026-02-12 22:40:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5157.00     total_reward_ma:7538.72  loss:-15                 fps:122.3
+frame:1.76e+06           wall_t:14396             t:110000                 epi:nan
+opt_step:329814          lr:0.0003                alpha:0.0338
+2026-02-12 22:41:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4991.00     total_reward_ma:7524.01  loss:-15.53              fps:122.2
+frame:1.77e+06           wall_t:14479             t:110625                 epi:nan
+opt_step:331689          lr:0.0003                alpha:0.03312
+2026-02-12 22:43:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4862.00     total_reward_ma:7506.08  loss:-14.88              fps:122.3
+frame:1.78e+06           wall_t:14560             t:111250                 epi:nan
+opt_step:333564          lr:0.0003                alpha:0.03275
+2026-02-12 22:44:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4758.00     total_reward_ma:7484.67  loss:-15.05              fps:122.3
+frame:1.79e+06           wall_t:14640             t:111875                 epi:nan
+opt_step:335439          lr:0.0003                alpha:0.0331
+2026-02-12 22:45:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4678.00     total_reward_ma:7460.71  loss:-15.76              fps:122.3
+frame:1.80e+06           wall_t:14721             t:112500                 epi:nan
+opt_step:337314          lr:0.0003                alpha:0.03363
+2026-02-12 22:47:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4629.00     total_reward_ma:7435.48  loss:-14.87              fps:122.3
+frame:1.81e+06           wall_t:14803             t:113125                 epi:nan
+opt_step:339189          lr:0.0003                alpha:0.03405
+2026-02-12 22:48:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4545.00     total_reward_ma:7408.42  loss:-15.28              fps:122.3
+frame:1.82e+06           wall_t:14885             t:113750                 epi:nan
+opt_step:341064          lr:0.0003                alpha:0.03426
+2026-02-12 22:49:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4303.00     total_reward_ma:7375.45  loss:-15.02              fps:122.3
+frame:1.83e+06           wall_t:14967             t:114375                 epi:nan
+opt_step:342939          lr:0.0003                alpha:0.03444
+2026-02-12 22:51:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4274.00     total_reward_ma:7342.07  loss:-15.5               fps:122.3
+frame:1.84e+06           wall_t:15047             t:115000                 epi:nan
+opt_step:344814          lr:0.0003                alpha:0.03355
+2026-02-12 22:52:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4258.00     total_reward_ma:7308.19  loss:-15.44              fps:122.3
+frame:1.85e+06           wall_t:15129             t:115625                 epi:nan
+opt_step:346689          lr:0.0003                alpha:0.03302
+2026-02-12 22:54:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4364.00     total_reward_ma:7273.25  loss:-15.35              fps:122.3
+frame:1.86e+06           wall_t:15211             t:116250                 epi:nan
+opt_step:348564          lr:0.0003                alpha:0.03215
+2026-02-12 22:55:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4404.00     total_reward_ma:7236.33  loss:-15.45              fps:122.3
+frame:1.87e+06           wall_t:15292             t:116875                 epi:nan
+opt_step:350439          lr:0.0003                alpha:0.03183
+2026-02-12 22:56:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4470.00     total_reward_ma:7199.28  loss:-15.05              fps:122.3
+frame:1.88e+06           wall_t:15373             t:117500                 epi:nan
+opt_step:352314          lr:0.0003                alpha:0.0316
+2026-02-12 22:58:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4498.00     total_reward_ma:7162.42  loss:-14.83              fps:122.3
+frame:1.89e+06           wall_t:15454             t:118125                 epi:nan
+opt_step:354189          lr:0.0003                alpha:0.0316
+2026-02-12 22:59:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4655.00     total_reward_ma:7125.19  loss:-14.55              fps:122.3
+frame:1.90e+06           wall_t:15536             t:118750                 epi:nan
+opt_step:356064          lr:0.0003                alpha:0.03038
+2026-02-12 23:00:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4689.00     total_reward_ma:7087.03  loss:-15.11              fps:122.3
+frame:1.91e+06           wall_t:15617             t:119375                 epi:nan
+opt_step:357939          lr:0.0003                alpha:0.02888
+2026-02-12 23:02:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4826.00     total_reward_ma:7049.34  loss:-14.95              fps:122.3
+frame:1.92e+06           wall_t:15698             t:120000                 epi:nan
+opt_step:359814          lr:0.0003                alpha:0.02937
+2026-02-12 23:03:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:4907.00     total_reward_ma:7013.80  loss:-14.72              fps:122.3
+frame:1.93e+06           wall_t:15779             t:120625                 epi:nan
+opt_step:361689          lr:0.0003                alpha:0.03049
+2026-02-12 23:04:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5157.00     total_reward_ma:6980.40  loss:-14.93              fps:122.3
+frame:1.94e+06           wall_t:15861             t:121250                 epi:nan
+opt_step:363564          lr:0.0003                alpha:0.03104
+2026-02-12 23:06:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5184.00     total_reward_ma:6947.23  loss:-14.34              fps:122.3
+frame:1.95e+06           wall_t:15942             t:121875                 epi:nan
+opt_step:365439          lr:0.0003                alpha:0.03001
+2026-02-12 23:07:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5141.00     total_reward_ma:6912.53  loss:-14.38              fps:122.3
+frame:1.96e+06           wall_t:16024             t:122500                 epi:nan
+opt_step:367314          lr:0.0003                alpha:0.03039
+2026-02-12 23:08:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5141.00     total_reward_ma:6878.79  loss:-15.03              fps:122.3
+frame:1.97e+06           wall_t:16105             t:123125                 epi:nan
+opt_step:369189          lr:0.0003                alpha:0.03036
+2026-02-12 23:10:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5018.00     total_reward_ma:6845.29  loss:-14.51              fps:122.3
+frame:1.98e+06           wall_t:16187             t:123750                 epi:nan
+opt_step:371064          lr:0.0003                alpha:0.03039
+2026-02-12 23:11:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5083.00     total_reward_ma:6813.32  loss:-14.77              fps:122.3
+frame:1.99e+06           wall_t:16266             t:124375                 epi:nan
+opt_step:372939          lr:0.0003                alpha:0.02934
+2026-02-12 23:12:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train]
+total_reward:5081.00     total_reward_ma:6784.03  loss:-14.54              fps:122.4
+frame:2.00e+06           wall_t:16343             t:125000                 epi:nan
+opt_step:374814          lr:0.0003                alpha:0.02885
+2026-02-12 23:12:53 | INFO | PID:1341 | slm_lab.lib.logger:info | Session 3 done

data/sac_atari_kungfumaster_2026_02_12_184021/sac_atari_kungfumaster_spec.json

@@ -0,0 +1,98 @@
+{
+  "agent": {
+    "name": "SoftActorCritic",
+    "algorithm": {
+      "name": "SoftActorCritic",
+      "action_pdtype": "Categorical",
+      "action_policy": "default",
+      "gamma": 0.99,
+      "training_start_step": 1000,
+      "training_frequency": 4,
+      "training_iter": 3
+    },
+    "memory": {
+      "name": "Replay",
+      "batch_size": 256,
+      "max_size": 200000,
+      "use_cer": false
+    },
+    "net": {
+      "type": "ConvNet",
+      "shared": false,
+      "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": false,
+      "loss_spec": {
+        "name": "SmoothL1Loss"
+      },
+      "optim_spec": {
+        "name": "AdamW",
+        "lr": 0.0003,
+        "eps": 0.0001
+      },
+      "update_type": "polyak",
+      "update_frequency": 1,
+      "polyak_coef": 0.005,
+      "gpu": "auto"
+    }
+  },
+  "env": {
+    "name": "ALE/KungFuMaster-v5",
+    "num_envs": 16,
+    "max_t": null,
+    "max_frame": 2000000,
+    "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_02_12_184021",
+    "prepath": "data/sac_atari_kungfumaster_2026_02_12_184021/sac_atari_kungfumaster_t0",
+    "git_sha": "unknown",
+    "random_seed": null,
+    "predir": "data/sac_atari_kungfumaster_2026_02_12_184021",
+    "graph_prepath": "data/sac_atari_kungfumaster_2026_02_12_184021/graph/sac_atari_kungfumaster_t0",
+    "info_prepath": "data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0",
+    "log_prepath": "data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0",
+    "model_prepath": "data/sac_atari_kungfumaster_2026_02_12_184021/model/sac_atari_kungfumaster_t0"
+  },
+  "name": "sac_atari_kungfumaster"
+}