{ "best_metric": 0.9347826086956522, "best_model_checkpoint": "vit-base-patch16-224-ve-U13b-R\\checkpoint-360", "epoch": 39.61165048543689, "eval_steps": 500, "global_step": 2040, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.19, "learning_rate": 5.392156862745098e-06, "loss": 1.3862, "step": 10 }, { "epoch": 0.39, "learning_rate": 1.0784313725490196e-05, "loss": 1.3853, "step": 20 }, { "epoch": 0.58, "learning_rate": 1.6176470588235296e-05, "loss": 1.3787, "step": 30 }, { "epoch": 0.78, "learning_rate": 2.156862745098039e-05, "loss": 1.3618, "step": 40 }, { "epoch": 0.97, "learning_rate": 2.696078431372549e-05, "loss": 1.3157, "step": 50 }, { "epoch": 0.99, "eval_accuracy": 0.34782608695652173, "eval_loss": 1.296690583229065, "eval_runtime": 0.977, "eval_samples_per_second": 47.083, "eval_steps_per_second": 6.141, "step": 51 }, { "epoch": 1.17, "learning_rate": 3.235294117647059e-05, "loss": 1.2679, "step": 60 }, { "epoch": 1.36, "learning_rate": 3.774509803921569e-05, "loss": 1.1855, "step": 70 }, { "epoch": 1.55, "learning_rate": 4.313725490196078e-05, "loss": 1.1615, "step": 80 }, { "epoch": 1.75, "learning_rate": 4.8529411764705885e-05, "loss": 1.0505, "step": 90 }, { "epoch": 1.94, "learning_rate": 5.392156862745098e-05, "loss": 0.9801, "step": 100 }, { "epoch": 2.0, "eval_accuracy": 0.5869565217391305, "eval_loss": 0.9965764880180359, "eval_runtime": 0.7837, "eval_samples_per_second": 58.697, "eval_steps_per_second": 7.656, "step": 103 }, { "epoch": 2.14, "learning_rate": 5.477296181630547e-05, "loss": 0.95, "step": 110 }, { "epoch": 2.33, "learning_rate": 5.448916408668731e-05, "loss": 0.9522, "step": 120 }, { "epoch": 2.52, "learning_rate": 5.4205366357069146e-05, "loss": 0.8341, "step": 130 }, { "epoch": 2.72, "learning_rate": 5.392156862745098e-05, "loss": 0.7555, "step": 140 }, { "epoch": 2.91, "learning_rate": 5.363777089783282e-05, "loss": 0.7385, "step": 150 }, { "epoch": 2.99, "eval_accuracy": 0.717391304347826, "eval_loss": 0.7600191235542297, "eval_runtime": 0.7802, "eval_samples_per_second": 58.961, "eval_steps_per_second": 7.691, "step": 154 }, { "epoch": 3.11, "learning_rate": 5.3353973168214655e-05, "loss": 0.7079, "step": 160 }, { "epoch": 3.3, "learning_rate": 5.3070175438596496e-05, "loss": 0.5291, "step": 170 }, { "epoch": 3.5, "learning_rate": 5.278637770897833e-05, "loss": 0.5315, "step": 180 }, { "epoch": 3.69, "learning_rate": 5.2502579979360165e-05, "loss": 0.5752, "step": 190 }, { "epoch": 3.88, "learning_rate": 5.2218782249742006e-05, "loss": 0.572, "step": 200 }, { "epoch": 4.0, "eval_accuracy": 0.782608695652174, "eval_loss": 0.6425113677978516, "eval_runtime": 0.7782, "eval_samples_per_second": 59.112, "eval_steps_per_second": 7.71, "step": 206 }, { "epoch": 4.08, "learning_rate": 5.193498452012384e-05, "loss": 0.4306, "step": 210 }, { "epoch": 4.27, "learning_rate": 5.165118679050568e-05, "loss": 0.4744, "step": 220 }, { "epoch": 4.47, "learning_rate": 5.1367389060887515e-05, "loss": 0.4993, "step": 230 }, { "epoch": 4.66, "learning_rate": 5.108359133126935e-05, "loss": 0.3998, "step": 240 }, { "epoch": 4.85, "learning_rate": 5.079979360165119e-05, "loss": 0.3646, "step": 250 }, { "epoch": 4.99, "eval_accuracy": 0.6956521739130435, "eval_loss": 0.768746554851532, "eval_runtime": 0.8062, "eval_samples_per_second": 57.057, "eval_steps_per_second": 7.442, "step": 257 }, { "epoch": 5.05, "learning_rate": 5.0515995872033025e-05, "loss": 0.327, "step": 260 }, { "epoch": 5.24, "learning_rate": 5.023219814241486e-05, "loss": 0.3172, "step": 270 }, { "epoch": 5.44, "learning_rate": 4.99484004127967e-05, "loss": 0.3136, "step": 280 }, { "epoch": 5.63, "learning_rate": 4.9664602683178534e-05, "loss": 0.4175, "step": 290 }, { "epoch": 5.83, "learning_rate": 4.9380804953560375e-05, "loss": 0.3033, "step": 300 }, { "epoch": 6.0, "eval_accuracy": 0.7391304347826086, "eval_loss": 0.6335754990577698, "eval_runtime": 0.7852, "eval_samples_per_second": 58.586, "eval_steps_per_second": 7.642, "step": 309 }, { "epoch": 6.02, "learning_rate": 4.909700722394221e-05, "loss": 0.2792, "step": 310 }, { "epoch": 6.21, "learning_rate": 4.8813209494324044e-05, "loss": 0.2537, "step": 320 }, { "epoch": 6.41, "learning_rate": 4.8529411764705885e-05, "loss": 0.3938, "step": 330 }, { "epoch": 6.6, "learning_rate": 4.824561403508772e-05, "loss": 0.3292, "step": 340 }, { "epoch": 6.8, "learning_rate": 4.796181630546956e-05, "loss": 0.2956, "step": 350 }, { "epoch": 6.99, "learning_rate": 4.7678018575851394e-05, "loss": 0.3073, "step": 360 }, { "epoch": 6.99, "eval_accuracy": 0.9347826086956522, "eval_loss": 0.35338208079338074, "eval_runtime": 0.7677, "eval_samples_per_second": 59.921, "eval_steps_per_second": 7.816, "step": 360 }, { "epoch": 7.18, "learning_rate": 4.739422084623323e-05, "loss": 0.2049, "step": 370 }, { "epoch": 7.38, "learning_rate": 4.711042311661507e-05, "loss": 0.2429, "step": 380 }, { "epoch": 7.57, "learning_rate": 4.6826625386996904e-05, "loss": 0.2084, "step": 390 }, { "epoch": 7.77, "learning_rate": 4.6542827657378745e-05, "loss": 0.3038, "step": 400 }, { "epoch": 7.96, "learning_rate": 4.625902992776058e-05, "loss": 0.1623, "step": 410 }, { "epoch": 8.0, "eval_accuracy": 0.6739130434782609, "eval_loss": 0.8559263348579407, "eval_runtime": 0.8107, "eval_samples_per_second": 56.742, "eval_steps_per_second": 7.401, "step": 412 }, { "epoch": 8.16, "learning_rate": 4.597523219814241e-05, "loss": 0.1462, "step": 420 }, { "epoch": 8.35, "learning_rate": 4.5691434468524254e-05, "loss": 0.124, "step": 430 }, { "epoch": 8.54, "learning_rate": 4.540763673890609e-05, "loss": 0.1477, "step": 440 }, { "epoch": 8.74, "learning_rate": 4.512383900928793e-05, "loss": 0.1319, "step": 450 }, { "epoch": 8.93, "learning_rate": 4.4840041279669764e-05, "loss": 0.1079, "step": 460 }, { "epoch": 8.99, "eval_accuracy": 0.7391304347826086, "eval_loss": 0.973010778427124, "eval_runtime": 0.8122, "eval_samples_per_second": 56.638, "eval_steps_per_second": 7.388, "step": 463 }, { "epoch": 9.13, "learning_rate": 4.45562435500516e-05, "loss": 0.1712, "step": 470 }, { "epoch": 9.32, "learning_rate": 4.427244582043344e-05, "loss": 0.1125, "step": 480 }, { "epoch": 9.51, "learning_rate": 4.398864809081527e-05, "loss": 0.1858, "step": 490 }, { "epoch": 9.71, "learning_rate": 4.3704850361197114e-05, "loss": 0.1768, "step": 500 }, { "epoch": 9.9, "learning_rate": 4.342105263157895e-05, "loss": 0.2703, "step": 510 }, { "epoch": 10.0, "eval_accuracy": 0.8043478260869565, "eval_loss": 0.7767899632453918, "eval_runtime": 0.7982, "eval_samples_per_second": 57.63, "eval_steps_per_second": 7.517, "step": 515 }, { "epoch": 10.1, "learning_rate": 4.313725490196078e-05, "loss": 0.0645, "step": 520 }, { "epoch": 10.29, "learning_rate": 4.2853457172342624e-05, "loss": 0.1355, "step": 530 }, { "epoch": 10.49, "learning_rate": 4.2569659442724465e-05, "loss": 0.2119, "step": 540 }, { "epoch": 10.68, "learning_rate": 4.22858617131063e-05, "loss": 0.2935, "step": 550 }, { "epoch": 10.87, "learning_rate": 4.200206398348813e-05, "loss": 0.178, "step": 560 }, { "epoch": 10.99, "eval_accuracy": 0.782608695652174, "eval_loss": 0.8520329594612122, "eval_runtime": 0.7822, "eval_samples_per_second": 58.809, "eval_steps_per_second": 7.671, "step": 566 }, { "epoch": 11.07, "learning_rate": 4.171826625386997e-05, "loss": 0.1782, "step": 570 }, { "epoch": 11.26, "learning_rate": 4.143446852425181e-05, "loss": 0.1341, "step": 580 }, { "epoch": 11.46, "learning_rate": 4.115067079463365e-05, "loss": 0.0238, "step": 590 }, { "epoch": 11.65, "learning_rate": 4.0866873065015484e-05, "loss": 0.1414, "step": 600 }, { "epoch": 11.84, "learning_rate": 4.058307533539732e-05, "loss": 0.2191, "step": 610 }, { "epoch": 12.0, "eval_accuracy": 0.7391304347826086, "eval_loss": 1.0049434900283813, "eval_runtime": 0.7802, "eval_samples_per_second": 58.961, "eval_steps_per_second": 7.691, "step": 618 }, { "epoch": 12.04, "learning_rate": 4.029927760577915e-05, "loss": 0.1217, "step": 620 }, { "epoch": 12.23, "learning_rate": 4.001547987616099e-05, "loss": 0.1584, "step": 630 }, { "epoch": 12.43, "learning_rate": 3.9731682146542834e-05, "loss": 0.1076, "step": 640 }, { "epoch": 12.62, "learning_rate": 3.944788441692467e-05, "loss": 0.0764, "step": 650 }, { "epoch": 12.82, "learning_rate": 3.91640866873065e-05, "loss": 0.0597, "step": 660 }, { "epoch": 12.99, "eval_accuracy": 0.7608695652173914, "eval_loss": 0.833352267742157, "eval_runtime": 0.7732, "eval_samples_per_second": 59.495, "eval_steps_per_second": 7.76, "step": 669 }, { "epoch": 13.01, "learning_rate": 3.888028895768834e-05, "loss": 0.071, "step": 670 }, { "epoch": 13.2, "learning_rate": 3.859649122807018e-05, "loss": 0.0797, "step": 680 }, { "epoch": 13.4, "learning_rate": 3.831269349845202e-05, "loss": 0.1046, "step": 690 }, { "epoch": 13.59, "learning_rate": 3.802889576883385e-05, "loss": 0.1188, "step": 700 }, { "epoch": 13.79, "learning_rate": 3.774509803921569e-05, "loss": 0.0627, "step": 710 }, { "epoch": 13.98, "learning_rate": 3.746130030959752e-05, "loss": 0.0881, "step": 720 }, { "epoch": 14.0, "eval_accuracy": 0.7608695652173914, "eval_loss": 0.9984623193740845, "eval_runtime": 0.7912, "eval_samples_per_second": 58.141, "eval_steps_per_second": 7.584, "step": 721 }, { "epoch": 14.17, "learning_rate": 3.7177502579979356e-05, "loss": 0.1591, "step": 730 }, { "epoch": 14.37, "learning_rate": 3.6893704850361204e-05, "loss": 0.1445, "step": 740 }, { "epoch": 14.56, "learning_rate": 3.660990712074304e-05, "loss": 0.0678, "step": 750 }, { "epoch": 14.76, "learning_rate": 3.632610939112487e-05, "loss": 0.0799, "step": 760 }, { "epoch": 14.95, "learning_rate": 3.6042311661506706e-05, "loss": 0.1265, "step": 770 }, { "epoch": 14.99, "eval_accuracy": 0.8043478260869565, "eval_loss": 0.9443035125732422, "eval_runtime": 0.8091, "eval_samples_per_second": 56.851, "eval_steps_per_second": 7.415, "step": 772 }, { "epoch": 15.15, "learning_rate": 3.575851393188854e-05, "loss": 0.1045, "step": 780 }, { "epoch": 15.34, "learning_rate": 3.547471620227039e-05, "loss": 0.1274, "step": 790 }, { "epoch": 15.53, "learning_rate": 3.519091847265222e-05, "loss": 0.105, "step": 800 }, { "epoch": 15.73, "learning_rate": 3.490712074303406e-05, "loss": 0.1277, "step": 810 }, { "epoch": 15.92, "learning_rate": 3.462332301341589e-05, "loss": 0.0696, "step": 820 }, { "epoch": 16.0, "eval_accuracy": 0.8260869565217391, "eval_loss": 0.9877853393554688, "eval_runtime": 0.808, "eval_samples_per_second": 56.928, "eval_steps_per_second": 7.425, "step": 824 }, { "epoch": 16.12, "learning_rate": 3.4339525283797725e-05, "loss": 0.1507, "step": 830 }, { "epoch": 16.31, "learning_rate": 3.405572755417957e-05, "loss": 0.1025, "step": 840 }, { "epoch": 16.5, "learning_rate": 3.377192982456141e-05, "loss": 0.0113, "step": 850 }, { "epoch": 16.7, "learning_rate": 3.348813209494324e-05, "loss": 0.0393, "step": 860 }, { "epoch": 16.89, "learning_rate": 3.3204334365325076e-05, "loss": 0.1198, "step": 870 }, { "epoch": 16.99, "eval_accuracy": 0.8043478260869565, "eval_loss": 0.8784380555152893, "eval_runtime": 0.8375, "eval_samples_per_second": 54.923, "eval_steps_per_second": 7.164, "step": 875 }, { "epoch": 17.09, "learning_rate": 3.292053663570691e-05, "loss": 0.1388, "step": 880 }, { "epoch": 17.28, "learning_rate": 3.263673890608876e-05, "loss": 0.1075, "step": 890 }, { "epoch": 17.48, "learning_rate": 3.235294117647059e-05, "loss": 0.0449, "step": 900 }, { "epoch": 17.67, "learning_rate": 3.2069143446852426e-05, "loss": 0.0916, "step": 910 }, { "epoch": 17.86, "learning_rate": 3.178534571723426e-05, "loss": 0.1484, "step": 920 }, { "epoch": 18.0, "eval_accuracy": 0.7608695652173914, "eval_loss": 0.9595004320144653, "eval_runtime": 0.7957, "eval_samples_per_second": 57.814, "eval_steps_per_second": 7.541, "step": 927 }, { "epoch": 18.06, "learning_rate": 3.1501547987616095e-05, "loss": 0.0764, "step": 930 }, { "epoch": 18.25, "learning_rate": 3.121775025799794e-05, "loss": 0.0681, "step": 940 }, { "epoch": 18.45, "learning_rate": 3.093395252837978e-05, "loss": 0.064, "step": 950 }, { "epoch": 18.64, "learning_rate": 3.065015479876161e-05, "loss": 0.067, "step": 960 }, { "epoch": 18.83, "learning_rate": 3.0366357069143445e-05, "loss": 0.2887, "step": 970 }, { "epoch": 18.99, "eval_accuracy": 0.8043478260869565, "eval_loss": 1.0562622547149658, "eval_runtime": 0.8164, "eval_samples_per_second": 56.345, "eval_steps_per_second": 7.349, "step": 978 }, { "epoch": 19.03, "learning_rate": 3.0082559339525283e-05, "loss": 0.1123, "step": 980 }, { "epoch": 19.22, "learning_rate": 2.9798761609907124e-05, "loss": 0.0329, "step": 990 }, { "epoch": 19.42, "learning_rate": 2.9514963880288958e-05, "loss": 0.0561, "step": 1000 }, { "epoch": 19.61, "learning_rate": 2.9231166150670796e-05, "loss": 0.1581, "step": 1010 }, { "epoch": 19.81, "learning_rate": 2.894736842105263e-05, "loss": 0.1128, "step": 1020 }, { "epoch": 20.0, "learning_rate": 2.8663570691434468e-05, "loss": 0.1423, "step": 1030 }, { "epoch": 20.0, "eval_accuracy": 0.8043478260869565, "eval_loss": 0.8549535870552063, "eval_runtime": 0.8176, "eval_samples_per_second": 56.263, "eval_steps_per_second": 7.339, "step": 1030 }, { "epoch": 20.19, "learning_rate": 2.837977296181631e-05, "loss": 0.0869, "step": 1040 }, { "epoch": 20.39, "learning_rate": 2.8095975232198143e-05, "loss": 0.0625, "step": 1050 }, { "epoch": 20.58, "learning_rate": 2.781217750257998e-05, "loss": 0.136, "step": 1060 }, { "epoch": 20.78, "learning_rate": 2.7528379772961815e-05, "loss": 0.2042, "step": 1070 }, { "epoch": 20.97, "learning_rate": 2.7244582043343656e-05, "loss": 0.083, "step": 1080 }, { "epoch": 20.99, "eval_accuracy": 0.782608695652174, "eval_loss": 0.9092756509780884, "eval_runtime": 0.8048, "eval_samples_per_second": 57.154, "eval_steps_per_second": 7.455, "step": 1081 }, { "epoch": 21.17, "learning_rate": 2.696078431372549e-05, "loss": 0.0607, "step": 1090 }, { "epoch": 21.36, "learning_rate": 2.6676986584107328e-05, "loss": 0.0796, "step": 1100 }, { "epoch": 21.55, "learning_rate": 2.6393188854489165e-05, "loss": 0.0582, "step": 1110 }, { "epoch": 21.75, "learning_rate": 2.6109391124871003e-05, "loss": 0.0274, "step": 1120 }, { "epoch": 21.94, "learning_rate": 2.582559339525284e-05, "loss": 0.0695, "step": 1130 }, { "epoch": 22.0, "eval_accuracy": 0.6739130434782609, "eval_loss": 1.2757601737976074, "eval_runtime": 0.8066, "eval_samples_per_second": 57.031, "eval_steps_per_second": 7.439, "step": 1133 }, { "epoch": 22.14, "learning_rate": 2.5541795665634675e-05, "loss": 0.0193, "step": 1140 }, { "epoch": 22.33, "learning_rate": 2.5257997936016512e-05, "loss": 0.0856, "step": 1150 }, { "epoch": 22.52, "learning_rate": 2.497420020639835e-05, "loss": 0.0969, "step": 1160 }, { "epoch": 22.72, "learning_rate": 2.4690402476780188e-05, "loss": 0.1214, "step": 1170 }, { "epoch": 22.91, "learning_rate": 2.4406604747162022e-05, "loss": 0.0285, "step": 1180 }, { "epoch": 22.99, "eval_accuracy": 0.7608695652173914, "eval_loss": 1.0851949453353882, "eval_runtime": 0.8033, "eval_samples_per_second": 57.263, "eval_steps_per_second": 7.469, "step": 1184 }, { "epoch": 23.11, "learning_rate": 2.412280701754386e-05, "loss": 0.1273, "step": 1190 }, { "epoch": 23.3, "learning_rate": 2.3839009287925697e-05, "loss": 0.0777, "step": 1200 }, { "epoch": 23.5, "learning_rate": 2.3555211558307535e-05, "loss": 0.0507, "step": 1210 }, { "epoch": 23.69, "learning_rate": 2.3271413828689372e-05, "loss": 0.1113, "step": 1220 }, { "epoch": 23.88, "learning_rate": 2.2987616099071207e-05, "loss": 0.0132, "step": 1230 }, { "epoch": 24.0, "eval_accuracy": 0.6956521739130435, "eval_loss": 1.3340740203857422, "eval_runtime": 0.8554, "eval_samples_per_second": 53.774, "eval_steps_per_second": 7.014, "step": 1236 }, { "epoch": 24.08, "learning_rate": 2.2703818369453044e-05, "loss": 0.054, "step": 1240 }, { "epoch": 24.27, "learning_rate": 2.2420020639834882e-05, "loss": 0.0702, "step": 1250 }, { "epoch": 24.47, "learning_rate": 2.213622291021672e-05, "loss": 0.0461, "step": 1260 }, { "epoch": 24.66, "learning_rate": 2.1852425180598557e-05, "loss": 0.0837, "step": 1270 }, { "epoch": 24.85, "learning_rate": 2.156862745098039e-05, "loss": 0.0957, "step": 1280 }, { "epoch": 24.99, "eval_accuracy": 0.7391304347826086, "eval_loss": 1.1964709758758545, "eval_runtime": 0.8164, "eval_samples_per_second": 56.344, "eval_steps_per_second": 7.349, "step": 1287 }, { "epoch": 25.05, "learning_rate": 2.1284829721362232e-05, "loss": 0.0968, "step": 1290 }, { "epoch": 25.24, "learning_rate": 2.1001031991744067e-05, "loss": 0.1526, "step": 1300 }, { "epoch": 25.44, "learning_rate": 2.0717234262125904e-05, "loss": 0.0653, "step": 1310 }, { "epoch": 25.63, "learning_rate": 2.0433436532507742e-05, "loss": 0.1046, "step": 1320 }, { "epoch": 25.83, "learning_rate": 2.0149638802889576e-05, "loss": 0.0633, "step": 1330 }, { "epoch": 26.0, "eval_accuracy": 0.7608695652173914, "eval_loss": 1.1199151277542114, "eval_runtime": 0.8717, "eval_samples_per_second": 52.769, "eval_steps_per_second": 6.883, "step": 1339 }, { "epoch": 26.02, "learning_rate": 1.9865841073271417e-05, "loss": 0.008, "step": 1340 }, { "epoch": 26.21, "learning_rate": 1.958204334365325e-05, "loss": 0.123, "step": 1350 }, { "epoch": 26.41, "learning_rate": 1.929824561403509e-05, "loss": 0.0715, "step": 1360 }, { "epoch": 26.6, "learning_rate": 1.9014447884416927e-05, "loss": 0.0765, "step": 1370 }, { "epoch": 26.8, "learning_rate": 1.873065015479876e-05, "loss": 0.0991, "step": 1380 }, { "epoch": 26.99, "learning_rate": 1.8446852425180602e-05, "loss": 0.0705, "step": 1390 }, { "epoch": 26.99, "eval_accuracy": 0.8043478260869565, "eval_loss": 1.0550963878631592, "eval_runtime": 0.8012, "eval_samples_per_second": 57.414, "eval_steps_per_second": 7.489, "step": 1390 }, { "epoch": 27.18, "learning_rate": 1.8163054695562436e-05, "loss": 0.0501, "step": 1400 }, { "epoch": 27.38, "learning_rate": 1.787925696594427e-05, "loss": 0.0841, "step": 1410 }, { "epoch": 27.57, "learning_rate": 1.759545923632611e-05, "loss": 0.0257, "step": 1420 }, { "epoch": 27.77, "learning_rate": 1.7311661506707946e-05, "loss": 0.0027, "step": 1430 }, { "epoch": 27.96, "learning_rate": 1.7027863777089787e-05, "loss": 0.0564, "step": 1440 }, { "epoch": 28.0, "eval_accuracy": 0.7391304347826086, "eval_loss": 1.4332396984100342, "eval_runtime": 0.8092, "eval_samples_per_second": 56.846, "eval_steps_per_second": 7.415, "step": 1442 }, { "epoch": 28.16, "learning_rate": 1.674406604747162e-05, "loss": 0.1458, "step": 1450 }, { "epoch": 28.35, "learning_rate": 1.6460268317853455e-05, "loss": 0.0965, "step": 1460 }, { "epoch": 28.54, "learning_rate": 1.6176470588235296e-05, "loss": 0.0443, "step": 1470 }, { "epoch": 28.74, "learning_rate": 1.589267285861713e-05, "loss": 0.0277, "step": 1480 }, { "epoch": 28.93, "learning_rate": 1.560887512899897e-05, "loss": 0.0798, "step": 1490 }, { "epoch": 28.99, "eval_accuracy": 0.7391304347826086, "eval_loss": 1.3854602575302124, "eval_runtime": 0.7817, "eval_samples_per_second": 58.847, "eval_steps_per_second": 7.676, "step": 1493 }, { "epoch": 29.13, "learning_rate": 1.5325077399380806e-05, "loss": 0.0701, "step": 1500 }, { "epoch": 29.32, "learning_rate": 1.5041279669762642e-05, "loss": 0.0716, "step": 1510 }, { "epoch": 29.51, "learning_rate": 1.4757481940144479e-05, "loss": 0.0463, "step": 1520 }, { "epoch": 29.71, "learning_rate": 1.4473684210526315e-05, "loss": 0.0273, "step": 1530 }, { "epoch": 29.9, "learning_rate": 1.4189886480908154e-05, "loss": 0.0326, "step": 1540 }, { "epoch": 30.0, "eval_accuracy": 0.8043478260869565, "eval_loss": 1.0533674955368042, "eval_runtime": 0.8902, "eval_samples_per_second": 51.674, "eval_steps_per_second": 6.74, "step": 1545 }, { "epoch": 30.1, "learning_rate": 1.390608875128999e-05, "loss": 0.0074, "step": 1550 }, { "epoch": 30.29, "learning_rate": 1.3622291021671828e-05, "loss": 0.0241, "step": 1560 }, { "epoch": 30.49, "learning_rate": 1.3338493292053664e-05, "loss": 0.089, "step": 1570 }, { "epoch": 30.68, "learning_rate": 1.3054695562435501e-05, "loss": 0.0401, "step": 1580 }, { "epoch": 30.87, "learning_rate": 1.2770897832817337e-05, "loss": 0.092, "step": 1590 }, { "epoch": 30.99, "eval_accuracy": 0.7608695652173914, "eval_loss": 1.17453932762146, "eval_runtime": 0.8884, "eval_samples_per_second": 51.778, "eval_steps_per_second": 6.754, "step": 1596 }, { "epoch": 31.07, "learning_rate": 1.2487100103199175e-05, "loss": 0.0336, "step": 1600 }, { "epoch": 31.26, "learning_rate": 1.2203302373581011e-05, "loss": 0.0161, "step": 1610 }, { "epoch": 31.46, "learning_rate": 1.1919504643962849e-05, "loss": 0.0428, "step": 1620 }, { "epoch": 31.65, "learning_rate": 1.1635706914344686e-05, "loss": 0.0379, "step": 1630 }, { "epoch": 31.84, "learning_rate": 1.1351909184726522e-05, "loss": 0.1243, "step": 1640 }, { "epoch": 32.0, "eval_accuracy": 0.8043478260869565, "eval_loss": 1.1341125965118408, "eval_runtime": 0.8712, "eval_samples_per_second": 52.801, "eval_steps_per_second": 6.887, "step": 1648 }, { "epoch": 32.04, "learning_rate": 1.106811145510836e-05, "loss": 0.0214, "step": 1650 }, { "epoch": 32.23, "learning_rate": 1.0784313725490196e-05, "loss": 0.0496, "step": 1660 }, { "epoch": 32.43, "learning_rate": 1.0500515995872033e-05, "loss": 0.0483, "step": 1670 }, { "epoch": 32.62, "learning_rate": 1.0216718266253871e-05, "loss": 0.0087, "step": 1680 }, { "epoch": 32.82, "learning_rate": 9.932920536635709e-06, "loss": 0.062, "step": 1690 }, { "epoch": 32.99, "eval_accuracy": 0.782608695652174, "eval_loss": 1.2647993564605713, "eval_runtime": 0.8321, "eval_samples_per_second": 55.281, "eval_steps_per_second": 7.211, "step": 1699 }, { "epoch": 33.01, "learning_rate": 9.649122807017545e-06, "loss": 0.1248, "step": 1700 }, { "epoch": 33.2, "learning_rate": 9.36532507739938e-06, "loss": 0.0765, "step": 1710 }, { "epoch": 33.4, "learning_rate": 9.081527347781218e-06, "loss": 0.0796, "step": 1720 }, { "epoch": 33.59, "learning_rate": 8.797729618163056e-06, "loss": 0.0274, "step": 1730 }, { "epoch": 33.79, "learning_rate": 8.513931888544893e-06, "loss": 0.0525, "step": 1740 }, { "epoch": 33.98, "learning_rate": 8.230134158926728e-06, "loss": 0.0941, "step": 1750 }, { "epoch": 34.0, "eval_accuracy": 0.782608695652174, "eval_loss": 1.1236172914505005, "eval_runtime": 0.8314, "eval_samples_per_second": 55.331, "eval_steps_per_second": 7.217, "step": 1751 }, { "epoch": 34.17, "learning_rate": 7.946336429308565e-06, "loss": 0.0313, "step": 1760 }, { "epoch": 34.37, "learning_rate": 7.662538699690403e-06, "loss": 0.046, "step": 1770 }, { "epoch": 34.56, "learning_rate": 7.3787409700722396e-06, "loss": 0.0394, "step": 1780 }, { "epoch": 34.76, "learning_rate": 7.094943240454077e-06, "loss": 0.0209, "step": 1790 }, { "epoch": 34.95, "learning_rate": 6.811145510835914e-06, "loss": 0.0119, "step": 1800 }, { "epoch": 34.99, "eval_accuracy": 0.8043478260869565, "eval_loss": 1.1302545070648193, "eval_runtime": 0.8257, "eval_samples_per_second": 55.711, "eval_steps_per_second": 7.267, "step": 1802 }, { "epoch": 35.15, "learning_rate": 6.527347781217751e-06, "loss": 0.0719, "step": 1810 }, { "epoch": 35.34, "learning_rate": 6.2435500515995875e-06, "loss": 0.0428, "step": 1820 }, { "epoch": 35.53, "learning_rate": 5.959752321981424e-06, "loss": 0.0183, "step": 1830 }, { "epoch": 35.73, "learning_rate": 5.675954592363261e-06, "loss": 0.027, "step": 1840 }, { "epoch": 35.92, "learning_rate": 5.392156862745098e-06, "loss": 0.044, "step": 1850 }, { "epoch": 36.0, "eval_accuracy": 0.782608695652174, "eval_loss": 1.1848399639129639, "eval_runtime": 0.8214, "eval_samples_per_second": 56.0, "eval_steps_per_second": 7.304, "step": 1854 }, { "epoch": 36.12, "learning_rate": 5.1083591331269355e-06, "loss": 0.0312, "step": 1860 }, { "epoch": 36.31, "learning_rate": 4.824561403508772e-06, "loss": 0.0166, "step": 1870 }, { "epoch": 36.5, "learning_rate": 4.540763673890609e-06, "loss": 0.0951, "step": 1880 }, { "epoch": 36.7, "learning_rate": 4.256965944272447e-06, "loss": 0.1538, "step": 1890 }, { "epoch": 36.89, "learning_rate": 3.973168214654283e-06, "loss": 0.0073, "step": 1900 }, { "epoch": 36.99, "eval_accuracy": 0.7608695652173914, "eval_loss": 1.1795865297317505, "eval_runtime": 0.8136, "eval_samples_per_second": 56.539, "eval_steps_per_second": 7.375, "step": 1905 }, { "epoch": 37.09, "learning_rate": 3.6893704850361198e-06, "loss": 0.0617, "step": 1910 }, { "epoch": 37.28, "learning_rate": 3.405572755417957e-06, "loss": 0.0482, "step": 1920 }, { "epoch": 37.48, "learning_rate": 3.1217750257997938e-06, "loss": 0.0452, "step": 1930 }, { "epoch": 37.67, "learning_rate": 2.8379772961816305e-06, "loss": 0.0511, "step": 1940 }, { "epoch": 37.86, "learning_rate": 2.5541795665634677e-06, "loss": 0.0149, "step": 1950 }, { "epoch": 38.0, "eval_accuracy": 0.782608695652174, "eval_loss": 1.2491459846496582, "eval_runtime": 0.8526, "eval_samples_per_second": 53.952, "eval_steps_per_second": 7.037, "step": 1957 }, { "epoch": 38.06, "learning_rate": 2.2703818369453045e-06, "loss": 0.0527, "step": 1960 }, { "epoch": 38.25, "learning_rate": 1.9865841073271413e-06, "loss": 0.0693, "step": 1970 }, { "epoch": 38.45, "learning_rate": 1.7027863777089785e-06, "loss": 0.0776, "step": 1980 }, { "epoch": 38.64, "learning_rate": 1.4189886480908153e-06, "loss": 0.0413, "step": 1990 }, { "epoch": 38.83, "learning_rate": 1.1351909184726523e-06, "loss": 0.0194, "step": 2000 }, { "epoch": 38.99, "eval_accuracy": 0.782608695652174, "eval_loss": 1.1812182664871216, "eval_runtime": 0.8162, "eval_samples_per_second": 56.361, "eval_steps_per_second": 7.351, "step": 2008 }, { "epoch": 39.03, "learning_rate": 8.513931888544892e-07, "loss": 0.0202, "step": 2010 }, { "epoch": 39.22, "learning_rate": 5.675954592363261e-07, "loss": 0.0311, "step": 2020 }, { "epoch": 39.42, "learning_rate": 2.8379772961816306e-07, "loss": 0.037, "step": 2030 }, { "epoch": 39.61, "learning_rate": 0.0, "loss": 0.0577, "step": 2040 }, { "epoch": 39.61, "eval_accuracy": 0.7608695652173914, "eval_loss": 1.177699327468872, "eval_runtime": 0.8677, "eval_samples_per_second": 53.015, "eval_steps_per_second": 6.915, "step": 2040 }, { "epoch": 39.61, "step": 2040, "total_flos": 2.5142726714989363e+18, "train_loss": 0.19644491698172892, "train_runtime": 666.0117, "train_samples_per_second": 49.188, "train_steps_per_second": 3.063 } ], "logging_steps": 10, "max_steps": 2040, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 500, "total_flos": 2.5142726714989363e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }