step,epoch,loss,lr,examples_per_s,max_alloc_gb,max_reserved_gb,elapsed_s,eta_s,val_loss,val_f1,val_roc_auc,val_macro_f1_3way
20,0,0.85624,6.984478935698447e-07,59.4,12.957,13.131,10.8,8087,,,,
40,0,0.70976,1.3636363636363636e-06,64.0,12.957,13.131,20.8,7787,,,,
60,0,0.64808,2.0288248337028825e-06,82.5,12.957,13.131,28.5,7119,,,,
80,0,0.50167,2.694013303769401e-06,92.4,12.957,13.131,35.5,6626,,,,
100,0,0.4,3.3592017738359202e-06,81.2,12.957,13.131,43.3,6471,,,,
120,0,0.32445,4.024390243902439e-06,86.2,12.957,13.131,50.8,6308,,,,
140,0,0.27761,4.6895787139689575e-06,73.2,12.957,13.131,59.5,6329,,,,
160,0,0.25885,5.354767184035477e-06,85.8,12.957,13.131,67.0,6224,,,,
180,0,0.16945,6.019955654101996e-06,67.1,12.957,13.131,76.5,6312,,,,
200,0,0.1589,6.685144124168515e-06,105.1,12.957,13.131,82.6,6124,,,,
220,0,0.16955,7.350332594235034e-06,63.8,12.957,13.131,92.6,6235,,,,
240,0,0.1565,8.015521064301553e-06,83.4,12.957,13.131,100.3,6180,,,,
260,0,0.1664,8.680709534368071e-06,70.7,12.957,13.131,109.4,6211,,,,
280,0,0.12506,9.34589800443459e-06,68.1,12.957,13.131,118.8,6254,,,,
300,0,0.17675,1.0011086474501108e-05,70.8,12.957,13.131,127.8,6273,,,,
320,0,0.13385,1.0676274944567628e-05,67.1,12.957,13.131,137.3,6312,,,,
340,0,0.13462,1.1341463414634148e-05,66.3,12.957,13.131,147.0,6349,,,,
360,0,0.09442,1.2006651884700666e-05,96.9,12.957,13.131,153.6,6258,,,,
380,0,0.17428,1.2671840354767186e-05,82.0,12.957,13.131,161.4,6221,,,,
400,0,0.09234,1.3337028824833704e-05,70.9,12.957,13.131,170.4,6232,,,,
420,0,0.14473,1.4002217294900222e-05,89.4,12.957,13.131,177.6,6176,,,,
440,0,0.10938,1.466740576496674e-05,63.5,12.957,13.131,187.7,6222,,,,
460,0,0.09414,1.5332594235033262e-05,98.1,12.957,13.131,194.2,6150,,,,
480,0,0.0984,1.599778270509978e-05,72.1,12.957,13.131,203.1,6155,,,,
500,0,0.09021,1.66629711751663e-05,67.8,12.957,13.131,212.5,6175,,,,
520,0,0.10547,1.732815964523282e-05,74.9,12.957,13.133,221.1,6167,,,,
540,0,0.09993,1.7993348115299335e-05,81.7,12.957,13.133,228.9,6141,,,,
560,0,0.07586,1.8658536585365855e-05,72.8,12.957,13.133,237.7,6141,,,,
580,0,0.16722,1.9323725055432375e-05,69.1,12.957,13.133,247.0,6151,,,,
600,0,0.11573,1.998891352549889e-05,76.6,12.957,13.133,255.3,6139,,,,
620,0,0.11076,2.065410199556541e-05,92.3,12.957,13.133,262.2,6094,,,,
640,0,0.1181,2.131929046563193e-05,93.2,12.957,13.133,269.1,6050,,,,
660,0,0.05236,2.1984478935698448e-05,54.3,12.957,13.133,280.9,6115,,,,
680,0,0.12206,2.2649667405764968e-05,73.2,12.957,13.133,289.7,6111,,,,
700,0,0.10318,2.3314855875831488e-05,76.7,12.957,13.133,298.0,6099,,,,
720,0,0.13271,2.3980044345898004e-05,57.7,12.957,13.133,308.7,6133,,,,
740,0,0.07775,2.4645232815964524e-05,79.9,12.957,13.133,316.7,6114,,,,
760,0,0.12985,2.531042128603104e-05,81.9,12.957,13.133,324.5,6091,,,,
780,0,0.08311,2.597560975609756e-05,85.8,12.957,13.133,331.9,6063,,,,
800,0,0.0931,2.664079822616408e-05,72.2,12.957,13.133,340.8,6061,,,,
820,0,0.13663,2.7305986696230597e-05,67.8,12.957,13.133,350.2,6068,,,,
840,0,0.08755,2.7971175166297117e-05,66.6,12.957,13.133,359.9,6078,,,,
860,0,0.07562,2.8636363636363637e-05,91.8,12.957,13.133,366.8,6043,,,,
880,0,0.08203,2.9301552106430153e-05,72.2,12.957,13.133,375.7,6040,,,,
900,0,0.12903,2.9966740576496673e-05,73.9,12.957,13.133,384.4,6033,,,,
920,0,0.07784,2.9961769911504427e-05,98.5,12.957,13.133,390.9,5993,,,,
940,0,0.10167,2.991929203539823e-05,71.6,12.957,13.133,399.8,5991,,,,
960,0,0.06448,2.9876814159292037e-05,80.7,12.957,13.133,407.7,5974,,,,
980,0,0.19386,2.983433628318584e-05,80.5,12.957,13.133,415.7,5958,,,,
1000,0,0.11475,2.9791858407079644e-05,66.6,12.957,13.133,425.3,5965,,,,
1020,0,0.0955,2.9749380530973454e-05,71.8,12.957,13.133,434.2,5962,,,,
1040,0,0.10636,2.9706902654867257e-05,67.7,12.957,13.133,443.6,5966,,,,
1060,0,0.05161,2.9664424778761064e-05,74.8,12.957,13.133,452.2,5958,,,,
1080,0,0.09595,2.9621946902654868e-05,63.0,12.957,13.133,462.3,5971,,,,
1100,0,0.08516,2.9579469026548674e-05,70.8,12.957,13.133,471.4,5968,,,,
1120,0,0.055,2.9536991150442478e-05,72.8,12.957,13.133,480.2,5962,,,,
1140,0,0.11511,2.9494513274336285e-05,75.5,12.957,13.133,488.7,5953,,,,
1160,0,0.07698,2.9452035398230088e-05,84.1,12.957,13.133,496.3,5933,,,,
1180,0,0.06861,2.940955752212389e-05,86.3,12.957,13.133,503.7,5911,,,,
1200,0,0.09102,2.93670796460177e-05,77.5,12.957,13.133,511.9,5899,,,,
1220,0,0.07275,2.9324601769911505e-05,85.2,12.957,13.133,519.5,5879,,,,
1240,0,0.04949,2.9282123893805312e-05,62.0,12.957,13.133,529.8,5890,,,,
1250,0,0.11906,2.9260884955752214e-05,94.4,12.957,13.133,533.2,5876,0.06193,0.98393,0.99795,0.92508
1260,0,0.05512,2.9239646017699115e-05,96.0,12.957,13.133,591.0,5862,,,,
1280,0,0.08578,2.9197168141592922e-05,63.4,12.957,13.133,601.1,5870,,,,
1300,0,0.10406,2.9154690265486726e-05,74.3,12.957,13.133,609.7,5863,,,,
1320,0,0.11267,2.9112212389380533e-05,68.5,12.957,13.133,619.0,5862,,,,
1340,0,0.06352,2.9069734513274336e-05,79.5,12.957,13.133,627.1,5849,,,,
1360,0,0.06484,2.9027256637168143e-05,67.6,12.957,13.133,636.5,5849,,,,
1380,0,0.06628,2.8984778761061946e-05,69.3,12.957,13.133,645.8,5848,,,,
1400,0,0.07169,2.894230088495575e-05,65.6,12.957,13.133,655.5,5850,,,,
1420,0,0.06728,2.889982300884956e-05,71.2,12.957,13.133,664.5,5846,,,,
1440,0,0.0795,2.8857345132743363e-05,67.7,12.957,13.133,674.0,5845,,,,
1460,0,0.09554,2.881486725663717e-05,62.8,12.957,13.133,684.2,5851,,,,
1480,0,0.05519,2.8772389380530974e-05,67.9,12.957,13.133,693.6,5850,,,,
1500,0,0.05006,2.872991150442478e-05,76.1,12.957,13.133,702.0,5839,,,,
1520,0,0.08117,2.8687433628318584e-05,75.1,12.957,13.133,710.5,5830,,,,
1540,0,0.06642,2.864495575221239e-05,75.4,12.957,13.133,719.0,5820,,,,
1560,0,0.06205,2.8602477876106194e-05,82.3,12.957,13.133,726.8,5804,,,,
1580,0,0.06812,2.856e-05,63.9,12.957,13.133,736.8,5807,,,,
1600,0,0.07865,2.8517522123893804e-05,74.7,12.957,13.133,745.4,5798,,,,
1620,0,0.05096,2.847504424778761e-05,63.8,12.957,13.133,755.4,5801,,,,
1640,0,0.09353,2.8432566371681418e-05,71.3,12.957,13.133,764.4,5795,,,,
1660,0,0.06362,2.839008849557522e-05,77.3,12.957,13.133,772.6,5783,,,,
1680,0,0.06525,2.834761061946903e-05,62.8,12.957,13.133,782.8,5787,,,,
1700,0,0.07314,2.8305132743362832e-05,59.1,12.957,13.133,793.7,5795,,,,
1720,0,0.05784,2.826265486725664e-05,72.6,12.957,13.133,802.5,5787,,,,
1740,0,0.06446,2.8220176991150442e-05,70.3,12.957,13.133,811.6,5781,,,,
1760,0,0.05686,2.817769911504425e-05,67.7,12.957,13.133,821.0,5778,,,,
1780,0,0.04756,2.8135221238938052e-05,77.3,12.957,13.133,829.3,5766,,,,
1800,0,0.03991,2.809274336283186e-05,72.2,12.957,13.133,838.2,5759,,,,
1820,0,0.07446,2.8050265486725666e-05,73.9,12.957,13.133,846.8,5750,,,,
1840,0,0.05358,2.800778761061947e-05,96.4,12.957,13.133,853.5,5726,,,,
1860,0,0.05461,2.7965309734513276e-05,79.1,12.957,13.133,861.6,5714,,,,
1880,0,0.0674,2.792283185840708e-05,58.8,12.957,13.133,872.5,5720,,,,
1900,0,0.0564,2.7880353982300886e-05,77.4,12.957,13.133,880.7,5709,,,,
1920,0,0.06604,2.783787610619469e-05,68.4,12.957,13.133,890.1,5704,,,,
1940,0,0.04758,2.7795398230088497e-05,81.8,12.957,13.133,897.9,5690,,,,
1960,0,0.05814,2.77529203539823e-05,90.8,12.957,13.133,905.0,5670,,,,
1980,0,0.081,2.7710442477876107e-05,67.5,12.957,13.133,914.4,5667,,,,
2000,0,0.03899,2.766796460176991e-05,71.7,12.957,13.133,923.4,5660,,,,
2020,0,0.06392,2.7625486725663717e-05,66.5,12.957,13.133,933.0,5657,,,,
2040,0,0.06523,2.7583008849557524e-05,71.9,12.957,13.133,941.9,5649,,,,
2060,0,0.03831,2.7540530973451328e-05,63.0,12.957,13.133,952.1,5650,,,,
2080,0,0.08336,2.7498053097345134e-05,63.0,12.957,13.133,962.2,5650,,,,
2100,0,0.04955,2.7455575221238938e-05,67.7,12.957,13.133,971.7,5646,,,,
2120,0,0.05433,2.7413097345132745e-05,63.2,12.957,13.133,981.8,5646,,,,
2140,0,0.08315,2.7370619469026548e-05,54.5,12.957,13.133,993.5,5655,,,,
2160,0,0.04532,2.7328141592920355e-05,68.7,12.957,13.133,1002.8,5649,,,,
2180,0,0.07227,2.728566371681416e-05,74.5,12.957,13.133,1011.4,5639,,,,
2200,0,0.02863,2.7243185840707965e-05,75.9,12.957,13.133,1019.9,5629,,,,
2220,0,0.07338,2.7200707964601772e-05,61.3,12.957,13.133,1030.3,5629,,,,
2240,0,0.05404,2.7158230088495575e-05,80.2,12.957,13.133,1038.3,5616,,,,
2260,0,0.05889,2.7115752212389382e-05,64.2,12.957,13.133,1048.3,5614,,,,
2280,0,0.10184,2.7073274336283186e-05,62.1,12.957,13.133,1058.6,5614,,,,
2300,0,0.04184,2.7030796460176993e-05,70.1,12.957,13.133,1067.7,5607,,,,
2320,0,0.056,2.6988318584070796e-05,73.1,12.957,13.133,1076.4,5598,,,,
2340,0,0.02039,2.6945840707964603e-05,82.9,12.957,13.133,1084.2,5583,,,,
2360,0,0.05052,2.6903362831858406e-05,62.9,12.957,13.133,1094.3,5581,,,,
2380,0,0.0275,2.6860884955752213e-05,74.9,12.957,13.133,1102.9,5571,,,,
2400,0,0.04963,2.6818407079646016e-05,78.1,12.957,13.133,1111.1,5559,,,,
2420,0,0.0751,2.6775929203539827e-05,83.7,12.957,13.133,1118.7,5544,,,,
2440,0,0.03768,2.673345132743363e-05,82.3,12.957,13.133,1126.5,5530,,,,
2460,0,0.08904,2.6690973451327434e-05,63.4,12.957,13.133,1136.6,5528,,,,
2480,0,0.0475,2.664849557522124e-05,64.0,12.957,13.133,1146.6,5525,,,,
2500,0,0.04786,2.6606017699115044e-05,66.8,12.957,13.133,1156.2,5520,0.03543,0.99005,0.99913,0.95833
2520,0,0.05126,2.656353982300885e-05,70.2,12.957,13.133,1217.6,5513,,,,
2540,0,0.03888,2.6521061946902654e-05,64.9,12.957,13.133,1227.5,5510,,,,
2560,0,0.07304,2.647858407079646e-05,66.1,12.957,13.133,1237.2,5505,,,,
2580,0,0.04437,2.6436106194690264e-05,83.9,12.957,13.133,1244.8,5490,,,,
2600,0,0.0518,2.639362831858407e-05,68.6,12.957,13.133,1254.1,5484,,,,
2620,0,0.06365,2.6351150442477878e-05,65.5,12.957,13.133,1263.9,5479,,,,
2640,0,0.02907,2.6308672566371685e-05,78.7,12.957,13.133,1272.0,5467,,,,
2660,0,0.048,2.6266194690265488e-05,89.6,12.957,13.133,1279.2,5451,,,,
2680,0,0.05395,2.6223716814159292e-05,73.7,12.957,13.133,1287.9,5441,,,,
2700,0,0.0607,2.61812389380531e-05,64.9,12.957,13.133,1297.7,5437,,,,
2720,0,0.04612,2.6138761061946902e-05,79.0,12.957,13.133,1305.8,5425,,,,
2740,0,0.06064,2.609628318584071e-05,66.7,12.957,13.133,1315.4,5420,,,,
2760,0,0.04957,2.6053805309734512e-05,69.6,12.957,13.133,1324.6,5413,,,,
2780,0,0.04937,2.601132743362832e-05,73.3,12.957,13.133,1333.4,5403,,,,
2800,0,0.06199,2.5968849557522123e-05,60.9,12.957,13.133,1343.9,5402,,,,
2820,0,0.02124,2.5926371681415933e-05,86.2,12.957,13.133,1351.3,5387,,,,
2840,0,0.07021,2.5883893805309736e-05,59.7,12.957,13.133,1362.0,5386,,,,
2860,0,0.07272,2.584141592920354e-05,62.1,12.957,13.133,1372.3,5384,,,,
2880,0,0.0396,2.5798938053097346e-05,75.4,12.957,13.133,1380.8,5373,,,,
2900,0,0.03616,2.575646017699115e-05,79.0,12.957,13.133,1388.9,5361,,,,
2920,0,0.05072,2.5713982300884957e-05,78.9,12.957,13.133,1397.0,5350,,,,
2940,0,0.06447,2.567150442477876e-05,61.5,12.957,13.133,1407.4,5347,,,,
2960,0,0.04205,2.5629026548672567e-05,77.5,12.957,13.133,1415.7,5336,,,,
2980,0,0.01675,2.558654867256637e-05,94.1,12.957,13.133,1422.5,5319,,,,
3000,0,0.04313,2.5544070796460177e-05,67.8,12.957,13.133,1431.9,5312,,,,
3020,0,0.02565,2.5501592920353984e-05,88.5,12.957,13.133,1439.2,5297,,,,
3040,0,0.05681,2.545911504424779e-05,77.1,12.957,13.133,1447.5,5286,,,,
3060,0,0.0312,2.5416637168141594e-05,80.9,12.957,13.133,1455.4,5274,,,,
3080,0,0.08292,2.5374159292035398e-05,67.8,12.957,13.133,1464.8,5268,,,,
3100,0,0.04439,2.5331681415929205e-05,66.2,12.957,13.133,1474.5,5262,,,,
3120,0,0.04294,2.5289203539823008e-05,71.1,12.957,13.133,1483.5,5254,,,,
3140,0,0.05001,2.5246725663716815e-05,70.2,12.957,13.133,1492.6,5246,,,,
3160,0,0.03482,2.5204247787610618e-05,82.4,12.957,13.133,1500.4,5233,,,,
3180,0,0.03051,2.5161769911504425e-05,70.9,12.957,13.133,1509.4,5225,,,,
3200,0,0.07109,2.511929203539823e-05,69.7,12.957,13.133,1518.6,5218,,,,
3220,0,0.05198,2.507681415929204e-05,73.9,12.957,13.133,1527.2,5208,,,,
3240,0,0.01715,2.5034336283185842e-05,68.3,12.957,13.133,1536.6,5202,,,,
3260,0,0.04018,2.499185840707965e-05,69.8,12.957,13.133,1545.8,5194,,,,
3280,0,0.02863,2.4949380530973452e-05,65.9,12.957,13.133,1555.5,5188,,,,
3300,0,0.0823,2.4906902654867256e-05,86.1,12.957,13.133,1562.9,5175,,,,
3320,0,0.03567,2.4864424778761063e-05,73.8,12.957,13.133,1571.6,5165,,,,
3340,0,0.04609,2.4821946902654866e-05,101.6,12.957,13.133,1577.9,5147,,,,
3360,0,0.0212,2.4779469026548673e-05,66.8,12.957,13.133,1587.5,5141,,,,
3380,0,0.05717,2.4736991150442476e-05,67.9,12.957,13.133,1596.9,5135,,,,
3400,0,0.08482,2.4694513274336283e-05,80.5,12.957,13.133,1604.8,5123,,,,
3420,0,0.05121,2.465203539823009e-05,73.3,12.957,13.133,1613.6,5114,,,,
3440,0,0.05245,2.4609557522123897e-05,68.7,12.957,13.133,1622.9,5107,,,,
3460,0,0.04962,2.45670796460177e-05,73.6,12.957,13.133,1631.6,5097,,,,
3480,0,0.05532,2.4524601769911507e-05,58.0,12.957,13.133,1642.6,5096,,,,
3500,0,0.04682,2.448212389380531e-05,85.4,12.957,13.133,1650.1,5083,,,,
3520,0,0.02012,2.4439646017699114e-05,96.1,12.957,13.133,1656.8,5067,,,,
3540,0,0.06732,2.439716814159292e-05,77.4,12.957,13.133,1665.0,5056,,,,
3560,0,0.03927,2.4354690265486724e-05,80.2,12.957,13.133,1673.0,5045,,,,
3580,0,0.04939,2.431221238938053e-05,75.6,12.957,13.133,1681.5,5035,,,,
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