| { | |
| "best_metric": 0.7120954003407156, | |
| "best_model_checkpoint": "Distil4\\checkpoint-40348", | |
| "epoch": 100.0, | |
| "global_step": 52400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.950095419847329e-06, | |
| "loss": 0.4749, | |
| "step": 523 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.4026503567787971, | |
| "eval_f1": 0.5392528424472117, | |
| "eval_loss": 0.4015094041824341, | |
| "eval_roc_auc": 0.6891349750981157, | |
| "eval_runtime": 9.4449, | |
| "eval_samples_per_second": 103.866, | |
| "eval_steps_per_second": 6.988, | |
| "step": 524 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.900190839694656e-06, | |
| "loss": 0.3845, | |
| "step": 1046 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5168195718654435, | |
| "eval_f1": 0.6353754940711462, | |
| "eval_loss": 0.36452510952949524, | |
| "eval_roc_auc": 0.747088659888458, | |
| "eval_runtime": 9.9987, | |
| "eval_samples_per_second": 98.113, | |
| "eval_steps_per_second": 6.601, | |
| "step": 1048 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 4.850286259541985e-06, | |
| "loss": 0.3475, | |
| "step": 1569 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5310907237512742, | |
| "eval_f1": 0.6470871449205585, | |
| "eval_loss": 0.3549170196056366, | |
| "eval_roc_auc": 0.7563264556700557, | |
| "eval_runtime": 10.07, | |
| "eval_samples_per_second": 97.418, | |
| "eval_steps_per_second": 6.554, | |
| "step": 1572 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 4.800381679389313e-06, | |
| "loss": 0.326, | |
| "step": 2092 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.5545361875637105, | |
| "eval_f1": 0.674766355140187, | |
| "eval_loss": 0.3448670506477356, | |
| "eval_roc_auc": 0.7760477152234284, | |
| "eval_runtime": 10.1448, | |
| "eval_samples_per_second": 96.7, | |
| "eval_steps_per_second": 6.506, | |
| "step": 2096 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 4.750477099236642e-06, | |
| "loss": 0.3083, | |
| "step": 2615 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.6812674743709226, | |
| "eval_loss": 0.34419235587120056, | |
| "eval_roc_auc": 0.7803114456863509, | |
| "eval_runtime": 10.1716, | |
| "eval_samples_per_second": 96.445, | |
| "eval_steps_per_second": 6.489, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 5.99, | |
| "learning_rate": 4.700572519083969e-06, | |
| "loss": 0.2952, | |
| "step": 3138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.5718654434250765, | |
| "eval_f1": 0.6965452847805789, | |
| "eval_loss": 0.3325030505657196, | |
| "eval_roc_auc": 0.789289320878566, | |
| "eval_runtime": 10.2795, | |
| "eval_samples_per_second": 95.433, | |
| "eval_steps_per_second": 6.421, | |
| "step": 3144 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 4.650667938931298e-06, | |
| "loss": 0.2799, | |
| "step": 3661 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.5728848114169215, | |
| "eval_f1": 0.6865116279069767, | |
| "eval_loss": 0.34394344687461853, | |
| "eval_roc_auc": 0.7837168070505612, | |
| "eval_runtime": 10.3609, | |
| "eval_samples_per_second": 94.683, | |
| "eval_steps_per_second": 6.37, | |
| "step": 3668 | |
| }, | |
| { | |
| "epoch": 7.98, | |
| "learning_rate": 4.600763358778627e-06, | |
| "loss": 0.2626, | |
| "step": 4184 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.5800203873598369, | |
| "eval_f1": 0.692876965772433, | |
| "eval_loss": 0.33631590008735657, | |
| "eval_roc_auc": 0.7883041472539074, | |
| "eval_runtime": 9.1916, | |
| "eval_samples_per_second": 106.728, | |
| "eval_steps_per_second": 7.18, | |
| "step": 4192 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 4.550858778625955e-06, | |
| "loss": 0.2529, | |
| "step": 4707 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.5749235474006116, | |
| "eval_f1": 0.6857670979667283, | |
| "eval_loss": 0.34780624508857727, | |
| "eval_roc_auc": 0.7840966468522641, | |
| "eval_runtime": 8.7207, | |
| "eval_samples_per_second": 112.491, | |
| "eval_steps_per_second": 7.568, | |
| "step": 4716 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "learning_rate": 4.500954198473283e-06, | |
| "loss": 0.237, | |
| "step": 5230 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.5667686034658511, | |
| "eval_f1": 0.68721251149954, | |
| "eval_loss": 0.34721097350120544, | |
| "eval_roc_auc": 0.7855741204011842, | |
| "eval_runtime": 8.7533, | |
| "eval_samples_per_second": 112.072, | |
| "eval_steps_per_second": 7.54, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 10.98, | |
| "learning_rate": 4.451049618320611e-06, | |
| "loss": 0.2223, | |
| "step": 5753 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.5657492354740061, | |
| "eval_f1": 0.6845698680018207, | |
| "eval_loss": 0.3609465956687927, | |
| "eval_roc_auc": 0.785313626035666, | |
| "eval_runtime": 8.7365, | |
| "eval_samples_per_second": 112.288, | |
| "eval_steps_per_second": 7.555, | |
| "step": 5764 | |
| }, | |
| { | |
| "epoch": 11.98, | |
| "learning_rate": 4.40114503816794e-06, | |
| "loss": 0.2117, | |
| "step": 6276 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.581039755351682, | |
| "eval_f1": 0.6981818181818182, | |
| "eval_loss": 0.36286601424217224, | |
| "eval_roc_auc": 0.7939185467398039, | |
| "eval_runtime": 8.7731, | |
| "eval_samples_per_second": 111.819, | |
| "eval_steps_per_second": 7.523, | |
| "step": 6288 | |
| }, | |
| { | |
| "epoch": 12.98, | |
| "learning_rate": 4.351240458015267e-06, | |
| "loss": 0.2, | |
| "step": 6799 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_accuracy": 0.5851172273190621, | |
| "eval_f1": 0.7062999112688554, | |
| "eval_loss": 0.3647877275943756, | |
| "eval_roc_auc": 0.8024597782929012, | |
| "eval_runtime": 8.7204, | |
| "eval_samples_per_second": 112.495, | |
| "eval_steps_per_second": 7.568, | |
| "step": 6812 | |
| }, | |
| { | |
| "epoch": 13.97, | |
| "learning_rate": 4.301335877862596e-06, | |
| "loss": 0.1909, | |
| "step": 7322 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.5698267074413863, | |
| "eval_f1": 0.7012058954890575, | |
| "eval_loss": 0.3725411891937256, | |
| "eval_roc_auc": 0.7982735076082716, | |
| "eval_runtime": 8.798, | |
| "eval_samples_per_second": 111.503, | |
| "eval_steps_per_second": 7.502, | |
| "step": 7336 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "learning_rate": 4.2514312977099246e-06, | |
| "loss": 0.1782, | |
| "step": 7845 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_accuracy": 0.5800203873598369, | |
| "eval_f1": 0.7042128603104212, | |
| "eval_loss": 0.37900835275650024, | |
| "eval_roc_auc": 0.8012003396754722, | |
| "eval_runtime": 8.7328, | |
| "eval_samples_per_second": 112.335, | |
| "eval_steps_per_second": 7.558, | |
| "step": 7860 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 4.2015267175572526e-06, | |
| "loss": 0.1653, | |
| "step": 8368 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.5739041794087666, | |
| "eval_f1": 0.7040141155712396, | |
| "eval_loss": 0.3948748707771301, | |
| "eval_roc_auc": 0.8018475591563196, | |
| "eval_runtime": 8.6978, | |
| "eval_samples_per_second": 112.788, | |
| "eval_steps_per_second": 7.588, | |
| "step": 8384 | |
| }, | |
| { | |
| "epoch": 16.97, | |
| "learning_rate": 4.1516221374045806e-06, | |
| "loss": 0.156, | |
| "step": 8891 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_accuracy": 0.5769622833843018, | |
| "eval_f1": 0.7074468085106383, | |
| "eval_loss": 0.39961278438568115, | |
| "eval_roc_auc": 0.8033181473916137, | |
| "eval_runtime": 8.6958, | |
| "eval_samples_per_second": 112.813, | |
| "eval_steps_per_second": 7.59, | |
| "step": 8908 | |
| }, | |
| { | |
| "epoch": 17.97, | |
| "learning_rate": 4.1017175572519085e-06, | |
| "loss": 0.1478, | |
| "step": 9414 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.5575942915392457, | |
| "eval_f1": 0.6918402777777779, | |
| "eval_loss": 0.41351279616355896, | |
| "eval_roc_auc": 0.79633816070322, | |
| "eval_runtime": 8.7585, | |
| "eval_samples_per_second": 112.006, | |
| "eval_steps_per_second": 7.536, | |
| "step": 9432 | |
| }, | |
| { | |
| "epoch": 18.96, | |
| "learning_rate": 4.051812977099237e-06, | |
| "loss": 0.1362, | |
| "step": 9937 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_accuracy": 0.5616717635066258, | |
| "eval_f1": 0.7035263387026557, | |
| "eval_loss": 0.4201168119907379, | |
| "eval_roc_auc": 0.8034656078584379, | |
| "eval_runtime": 8.7893, | |
| "eval_samples_per_second": 111.613, | |
| "eval_steps_per_second": 7.509, | |
| "step": 9956 | |
| }, | |
| { | |
| "epoch": 19.96, | |
| "learning_rate": 4.001908396946565e-06, | |
| "loss": 0.1316, | |
| "step": 10460 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.54638124362895, | |
| "eval_f1": 0.6954270923209663, | |
| "eval_loss": 0.4302760362625122, | |
| "eval_roc_auc": 0.7995323724495651, | |
| "eval_runtime": 8.7776, | |
| "eval_samples_per_second": 111.762, | |
| "eval_steps_per_second": 7.519, | |
| "step": 10480 | |
| }, | |
| { | |
| "epoch": 20.96, | |
| "learning_rate": 3.952003816793893e-06, | |
| "loss": 0.1189, | |
| "step": 10983 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.6955767562879446, | |
| "eval_loss": 0.4442458152770996, | |
| "eval_roc_auc": 0.7988851529687178, | |
| "eval_runtime": 9.0585, | |
| "eval_samples_per_second": 108.296, | |
| "eval_steps_per_second": 7.286, | |
| "step": 11004 | |
| }, | |
| { | |
| "epoch": 21.96, | |
| "learning_rate": 3.902099236641222e-06, | |
| "loss": 0.1153, | |
| "step": 11506 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_accuracy": 0.5800203873598369, | |
| "eval_f1": 0.7025121198765976, | |
| "eval_loss": 0.4538831412792206, | |
| "eval_roc_auc": 0.8010173050882469, | |
| "eval_runtime": 8.6472, | |
| "eval_samples_per_second": 113.447, | |
| "eval_steps_per_second": 7.633, | |
| "step": 11528 | |
| }, | |
| { | |
| "epoch": 22.96, | |
| "learning_rate": 3.85219465648855e-06, | |
| "loss": 0.1037, | |
| "step": 12029 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.7012430347192455, | |
| "eval_loss": 0.4749497175216675, | |
| "eval_roc_auc": 0.804281517523123, | |
| "eval_runtime": 8.6607, | |
| "eval_samples_per_second": 113.27, | |
| "eval_steps_per_second": 7.621, | |
| "step": 12052 | |
| }, | |
| { | |
| "epoch": 23.95, | |
| "learning_rate": 3.802290076335878e-06, | |
| "loss": 0.0968, | |
| "step": 12552 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_accuracy": 0.5606523955147809, | |
| "eval_f1": 0.7047124945957631, | |
| "eval_loss": 0.479137659072876, | |
| "eval_roc_auc": 0.8052666911477818, | |
| "eval_runtime": 8.7017, | |
| "eval_samples_per_second": 112.737, | |
| "eval_steps_per_second": 7.585, | |
| "step": 12576 | |
| }, | |
| { | |
| "epoch": 24.95, | |
| "learning_rate": 3.752385496183206e-06, | |
| "loss": 0.0923, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_accuracy": 0.5555555555555556, | |
| "eval_f1": 0.6873362445414847, | |
| "eval_loss": 0.50052809715271, | |
| "eval_roc_auc": 0.7925810745679466, | |
| "eval_runtime": 8.625, | |
| "eval_samples_per_second": 113.739, | |
| "eval_steps_per_second": 7.652, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 25.95, | |
| "learning_rate": 3.7024809160305346e-06, | |
| "loss": 0.0846, | |
| "step": 13598 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.6971770744225834, | |
| "eval_loss": 0.5201558470726013, | |
| "eval_roc_auc": 0.801924445158477, | |
| "eval_runtime": 8.6427, | |
| "eval_samples_per_second": 113.506, | |
| "eval_steps_per_second": 7.636, | |
| "step": 13624 | |
| }, | |
| { | |
| "epoch": 26.95, | |
| "learning_rate": 3.6525763358778626e-06, | |
| "loss": 0.0807, | |
| "step": 14121 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_accuracy": 0.5688073394495413, | |
| "eval_f1": 0.7090358841331603, | |
| "eval_loss": 0.52068030834198, | |
| "eval_roc_auc": 0.8080810630924239, | |
| "eval_runtime": 8.6305, | |
| "eval_samples_per_second": 113.667, | |
| "eval_steps_per_second": 7.647, | |
| "step": 14148 | |
| }, | |
| { | |
| "epoch": 27.95, | |
| "learning_rate": 3.602671755725191e-06, | |
| "loss": 0.0748, | |
| "step": 14644 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_accuracy": 0.5728848114169215, | |
| "eval_f1": 0.7102321582115221, | |
| "eval_loss": 0.5269947052001953, | |
| "eval_roc_auc": 0.8097203415115557, | |
| "eval_runtime": 8.6597, | |
| "eval_samples_per_second": 113.284, | |
| "eval_steps_per_second": 7.622, | |
| "step": 14672 | |
| }, | |
| { | |
| "epoch": 28.94, | |
| "learning_rate": 3.5527671755725195e-06, | |
| "loss": 0.0727, | |
| "step": 15167 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_accuracy": 0.528032619775739, | |
| "eval_f1": 0.6827004219409282, | |
| "eval_loss": 0.5663571953773499, | |
| "eval_roc_auc": 0.7942691239585964, | |
| "eval_runtime": 8.6961, | |
| "eval_samples_per_second": 112.809, | |
| "eval_steps_per_second": 7.59, | |
| "step": 15196 | |
| }, | |
| { | |
| "epoch": 29.94, | |
| "learning_rate": 3.5028625954198474e-06, | |
| "loss": 0.0685, | |
| "step": 15690 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_accuracy": 0.5586136595310908, | |
| "eval_f1": 0.696027633851468, | |
| "eval_loss": 0.5751686096191406, | |
| "eval_roc_auc": 0.7997997521287095, | |
| "eval_runtime": 8.6393, | |
| "eval_samples_per_second": 113.551, | |
| "eval_steps_per_second": 7.639, | |
| "step": 15720 | |
| }, | |
| { | |
| "epoch": 30.94, | |
| "learning_rate": 3.452958015267176e-06, | |
| "loss": 0.0629, | |
| "step": 16213 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_accuracy": 0.5596330275229358, | |
| "eval_f1": 0.7002606429192008, | |
| "eval_loss": 0.5864209532737732, | |
| "eval_roc_auc": 0.8016714098827202, | |
| "eval_runtime": 8.6544, | |
| "eval_samples_per_second": 113.352, | |
| "eval_steps_per_second": 7.626, | |
| "step": 16244 | |
| }, | |
| { | |
| "epoch": 31.94, | |
| "learning_rate": 3.403053435114504e-06, | |
| "loss": 0.0586, | |
| "step": 16736 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7002992731936725, | |
| "eval_loss": 0.5988386273384094, | |
| "eval_roc_auc": 0.8040422528746184, | |
| "eval_runtime": 8.6401, | |
| "eval_samples_per_second": 113.54, | |
| "eval_steps_per_second": 7.639, | |
| "step": 16768 | |
| }, | |
| { | |
| "epoch": 32.94, | |
| "learning_rate": 3.3531488549618323e-06, | |
| "loss": 0.0573, | |
| "step": 17259 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_accuracy": 0.5596330275229358, | |
| "eval_f1": 0.7038148306900984, | |
| "eval_loss": 0.5976923108100891, | |
| "eval_roc_auc": 0.8059701406899085, | |
| "eval_runtime": 10.028, | |
| "eval_samples_per_second": 97.827, | |
| "eval_steps_per_second": 6.582, | |
| "step": 17292 | |
| }, | |
| { | |
| "epoch": 33.94, | |
| "learning_rate": 3.3032442748091603e-06, | |
| "loss": 0.0549, | |
| "step": 17782 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_accuracy": 0.5759429153924567, | |
| "eval_f1": 0.7030091583078936, | |
| "eval_loss": 0.6293498873710632, | |
| "eval_roc_auc": 0.8028746184388699, | |
| "eval_runtime": 9.2788, | |
| "eval_samples_per_second": 105.725, | |
| "eval_steps_per_second": 7.113, | |
| "step": 17816 | |
| }, | |
| { | |
| "epoch": 34.93, | |
| "learning_rate": 3.2533396946564887e-06, | |
| "loss": 0.0503, | |
| "step": 18305 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_accuracy": 0.5667686034658511, | |
| "eval_f1": 0.7081545064377682, | |
| "eval_loss": 0.630769670009613, | |
| "eval_roc_auc": 0.8086227077643385, | |
| "eval_runtime": 9.6294, | |
| "eval_samples_per_second": 101.876, | |
| "eval_steps_per_second": 6.854, | |
| "step": 18340 | |
| }, | |
| { | |
| "epoch": 35.93, | |
| "learning_rate": 3.203435114503817e-06, | |
| "loss": 0.0477, | |
| "step": 18828 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_accuracy": 0.527013251783894, | |
| "eval_f1": 0.6998341625207297, | |
| "eval_loss": 0.6515944004058838, | |
| "eval_roc_auc": 0.8083547543090588, | |
| "eval_runtime": 10.0399, | |
| "eval_samples_per_second": 97.71, | |
| "eval_steps_per_second": 6.574, | |
| "step": 18864 | |
| }, | |
| { | |
| "epoch": 36.93, | |
| "learning_rate": 3.153530534351145e-06, | |
| "loss": 0.0464, | |
| "step": 19351 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_accuracy": 0.5484199796126402, | |
| "eval_f1": 0.7017984107068171, | |
| "eval_loss": 0.6635262370109558, | |
| "eval_roc_auc": 0.8083478689954327, | |
| "eval_runtime": 9.7697, | |
| "eval_samples_per_second": 100.412, | |
| "eval_steps_per_second": 6.756, | |
| "step": 19388 | |
| }, | |
| { | |
| "epoch": 37.93, | |
| "learning_rate": 3.1036259541984735e-06, | |
| "loss": 0.0436, | |
| "step": 19874 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_accuracy": 0.563710499490316, | |
| "eval_f1": 0.7022834984920293, | |
| "eval_loss": 0.6706992387771606, | |
| "eval_roc_auc": 0.8041971724312043, | |
| "eval_runtime": 9.7315, | |
| "eval_samples_per_second": 100.807, | |
| "eval_steps_per_second": 6.782, | |
| "step": 19912 | |
| }, | |
| { | |
| "epoch": 38.93, | |
| "learning_rate": 3.0537213740458015e-06, | |
| "loss": 0.0394, | |
| "step": 20397 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_accuracy": 0.527013251783894, | |
| "eval_f1": 0.6885798567214496, | |
| "eval_loss": 0.7015945911407471, | |
| "eval_roc_auc": 0.7983710495513071, | |
| "eval_runtime": 9.8867, | |
| "eval_samples_per_second": 99.224, | |
| "eval_steps_per_second": 6.676, | |
| "step": 20436 | |
| }, | |
| { | |
| "epoch": 39.92, | |
| "learning_rate": 3.00381679389313e-06, | |
| "loss": 0.038, | |
| "step": 20920 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_accuracy": 0.5372069317023446, | |
| "eval_f1": 0.6997894736842106, | |
| "eval_loss": 0.7073464393615723, | |
| "eval_roc_auc": 0.8059839113171605, | |
| "eval_runtime": 9.9063, | |
| "eval_samples_per_second": 99.028, | |
| "eval_steps_per_second": 6.662, | |
| "step": 20960 | |
| }, | |
| { | |
| "epoch": 40.92, | |
| "learning_rate": 2.953912213740458e-06, | |
| "loss": 0.036, | |
| "step": 21443 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_accuracy": 0.5474006116207951, | |
| "eval_f1": 0.6956521739130435, | |
| "eval_loss": 0.7225540280342102, | |
| "eval_roc_auc": 0.7999896720295611, | |
| "eval_runtime": 9.951, | |
| "eval_samples_per_second": 98.583, | |
| "eval_steps_per_second": 6.632, | |
| "step": 21484 | |
| }, | |
| { | |
| "epoch": 41.92, | |
| "learning_rate": 2.9040076335877863e-06, | |
| "loss": 0.0341, | |
| "step": 21966 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_accuracy": 0.564729867482161, | |
| "eval_f1": 0.7089262613195343, | |
| "eval_loss": 0.7202900052070618, | |
| "eval_roc_auc": 0.8084046728328477, | |
| "eval_runtime": 9.6425, | |
| "eval_samples_per_second": 101.737, | |
| "eval_steps_per_second": 6.845, | |
| "step": 22008 | |
| }, | |
| { | |
| "epoch": 42.92, | |
| "learning_rate": 2.8541030534351148e-06, | |
| "loss": 0.0323, | |
| "step": 22489 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_accuracy": 0.5606523955147809, | |
| "eval_f1": 0.7040552200172563, | |
| "eval_loss": 0.7239031791687012, | |
| "eval_roc_auc": 0.8051611163388492, | |
| "eval_runtime": 9.9111, | |
| "eval_samples_per_second": 98.98, | |
| "eval_steps_per_second": 6.659, | |
| "step": 22532 | |
| }, | |
| { | |
| "epoch": 43.92, | |
| "learning_rate": 2.8041984732824428e-06, | |
| "loss": 0.0302, | |
| "step": 23012 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_accuracy": 0.5535168195718655, | |
| "eval_f1": 0.6988466467321658, | |
| "eval_loss": 0.7510971426963806, | |
| "eval_roc_auc": 0.8032119988065456, | |
| "eval_runtime": 9.9666, | |
| "eval_samples_per_second": 98.429, | |
| "eval_steps_per_second": 6.622, | |
| "step": 23056 | |
| }, | |
| { | |
| "epoch": 44.91, | |
| "learning_rate": 2.754293893129771e-06, | |
| "loss": 0.0286, | |
| "step": 23535 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7002132196162046, | |
| "eval_loss": 0.7605226635932922, | |
| "eval_roc_auc": 0.8043658626150422, | |
| "eval_runtime": 9.9921, | |
| "eval_samples_per_second": 98.178, | |
| "eval_steps_per_second": 6.605, | |
| "step": 23580 | |
| }, | |
| { | |
| "epoch": 45.91, | |
| "learning_rate": 2.704389312977099e-06, | |
| "loss": 0.0275, | |
| "step": 24058 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_accuracy": 0.5484199796126402, | |
| "eval_f1": 0.6999573196756296, | |
| "eval_loss": 0.774695634841919, | |
| "eval_roc_auc": 0.8040703679052581, | |
| "eval_runtime": 9.9221, | |
| "eval_samples_per_second": 98.87, | |
| "eval_steps_per_second": 6.652, | |
| "step": 24104 | |
| }, | |
| { | |
| "epoch": 46.91, | |
| "learning_rate": 2.6544847328244276e-06, | |
| "loss": 0.026, | |
| "step": 24581 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_accuracy": 0.5372069317023446, | |
| "eval_f1": 0.6884827879303017, | |
| "eval_loss": 0.7950236797332764, | |
| "eval_roc_auc": 0.7971047256202519, | |
| "eval_runtime": 10.0992, | |
| "eval_samples_per_second": 97.137, | |
| "eval_steps_per_second": 6.535, | |
| "step": 24628 | |
| }, | |
| { | |
| "epoch": 47.91, | |
| "learning_rate": 2.6045801526717556e-06, | |
| "loss": 0.0247, | |
| "step": 25104 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_accuracy": 0.5474006116207951, | |
| "eval_f1": 0.6989293361884368, | |
| "eval_loss": 0.8052034974098206, | |
| "eval_roc_auc": 0.802888389066122, | |
| "eval_runtime": 10.0437, | |
| "eval_samples_per_second": 97.673, | |
| "eval_steps_per_second": 6.571, | |
| "step": 25152 | |
| }, | |
| { | |
| "epoch": 48.91, | |
| "learning_rate": 2.554675572519084e-06, | |
| "loss": 0.0223, | |
| "step": 25627 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7021276595744681, | |
| "eval_loss": 0.8275096416473389, | |
| "eval_roc_auc": 0.8059489109728948, | |
| "eval_runtime": 9.9609, | |
| "eval_samples_per_second": 98.485, | |
| "eval_steps_per_second": 6.626, | |
| "step": 25676 | |
| }, | |
| { | |
| "epoch": 49.9, | |
| "learning_rate": 2.5047709923664124e-06, | |
| "loss": 0.0239, | |
| "step": 26150 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_accuracy": 0.5382262996941896, | |
| "eval_f1": 0.6999168744804655, | |
| "eval_loss": 0.8239336609840393, | |
| "eval_roc_auc": 0.8080311445686351, | |
| "eval_runtime": 9.9615, | |
| "eval_samples_per_second": 98.479, | |
| "eval_steps_per_second": 6.626, | |
| "step": 26200 | |
| }, | |
| { | |
| "epoch": 50.9, | |
| "learning_rate": 2.4548664122137404e-06, | |
| "loss": 0.023, | |
| "step": 26673 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_accuracy": 0.5484199796126402, | |
| "eval_f1": 0.7054823629409264, | |
| "eval_loss": 0.8209096193313599, | |
| "eval_roc_auc": 0.8083622133988203, | |
| "eval_runtime": 10.0023, | |
| "eval_samples_per_second": 98.078, | |
| "eval_steps_per_second": 6.598, | |
| "step": 26724 | |
| }, | |
| { | |
| "epoch": 51.9, | |
| "learning_rate": 2.404961832061069e-06, | |
| "loss": 0.0199, | |
| "step": 27196 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_accuracy": 0.5484199796126402, | |
| "eval_f1": 0.7072438919845693, | |
| "eval_loss": 0.828449010848999, | |
| "eval_roc_auc": 0.8082216382456221, | |
| "eval_runtime": 10.055, | |
| "eval_samples_per_second": 97.563, | |
| "eval_steps_per_second": 6.564, | |
| "step": 27248 | |
| }, | |
| { | |
| "epoch": 52.9, | |
| "learning_rate": 2.3550572519083973e-06, | |
| "loss": 0.0197, | |
| "step": 27719 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_accuracy": 0.563710499490316, | |
| "eval_f1": 0.7059333044608056, | |
| "eval_loss": 0.8516786098480225, | |
| "eval_roc_auc": 0.8058014505060705, | |
| "eval_runtime": 10.0044, | |
| "eval_samples_per_second": 98.057, | |
| "eval_steps_per_second": 6.597, | |
| "step": 27772 | |
| }, | |
| { | |
| "epoch": 53.9, | |
| "learning_rate": 2.3051526717557252e-06, | |
| "loss": 0.0168, | |
| "step": 28242 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_accuracy": 0.5351681957186545, | |
| "eval_f1": 0.699581589958159, | |
| "eval_loss": 0.8833754658699036, | |
| "eval_roc_auc": 0.8067929356682197, | |
| "eval_runtime": 10.0433, | |
| "eval_samples_per_second": 97.678, | |
| "eval_steps_per_second": 6.572, | |
| "step": 28296 | |
| }, | |
| { | |
| "epoch": 54.9, | |
| "learning_rate": 2.2552480916030537e-06, | |
| "loss": 0.018, | |
| "step": 28765 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7060839760068551, | |
| "eval_loss": 0.8679118156433105, | |
| "eval_roc_auc": 0.8075250740171215, | |
| "eval_runtime": 9.9308, | |
| "eval_samples_per_second": 98.784, | |
| "eval_steps_per_second": 6.646, | |
| "step": 28820 | |
| }, | |
| { | |
| "epoch": 55.89, | |
| "learning_rate": 2.2053435114503817e-06, | |
| "loss": 0.0169, | |
| "step": 29288 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_accuracy": 0.5575942915392457, | |
| "eval_f1": 0.7040417209908736, | |
| "eval_loss": 0.8795809149742126, | |
| "eval_roc_auc": 0.8040565972780059, | |
| "eval_runtime": 9.9865, | |
| "eval_samples_per_second": 98.232, | |
| "eval_steps_per_second": 6.609, | |
| "step": 29344 | |
| }, | |
| { | |
| "epoch": 56.89, | |
| "learning_rate": 2.15543893129771e-06, | |
| "loss": 0.0168, | |
| "step": 29811 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_accuracy": 0.5433231396534148, | |
| "eval_f1": 0.6988879384088965, | |
| "eval_loss": 0.9083885550498962, | |
| "eval_roc_auc": 0.8030501939363338, | |
| "eval_runtime": 10.0982, | |
| "eval_samples_per_second": 97.146, | |
| "eval_steps_per_second": 6.536, | |
| "step": 29868 | |
| }, | |
| { | |
| "epoch": 57.89, | |
| "learning_rate": 2.105534351145038e-06, | |
| "loss": 0.0156, | |
| "step": 30334 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_accuracy": 0.5606523955147809, | |
| "eval_f1": 0.710651142733937, | |
| "eval_loss": 0.9000456929206848, | |
| "eval_roc_auc": 0.8095304216107044, | |
| "eval_runtime": 10.0091, | |
| "eval_samples_per_second": 98.011, | |
| "eval_steps_per_second": 6.594, | |
| "step": 30392 | |
| }, | |
| { | |
| "epoch": 58.89, | |
| "learning_rate": 2.055629770992367e-06, | |
| "loss": 0.0138, | |
| "step": 30857 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_accuracy": 0.5382262996941896, | |
| "eval_f1": 0.6970849176172369, | |
| "eval_loss": 0.9262450337409973, | |
| "eval_roc_auc": 0.8036761837001675, | |
| "eval_runtime": 9.8719, | |
| "eval_samples_per_second": 99.373, | |
| "eval_steps_per_second": 6.686, | |
| "step": 30916 | |
| }, | |
| { | |
| "epoch": 59.89, | |
| "learning_rate": 2.005725190839695e-06, | |
| "loss": 0.0139, | |
| "step": 31380 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_accuracy": 0.5596330275229358, | |
| "eval_f1": 0.7065868263473054, | |
| "eval_loss": 0.923125684261322, | |
| "eval_roc_auc": 0.8081160634366895, | |
| "eval_runtime": 10.0204, | |
| "eval_samples_per_second": 97.901, | |
| "eval_steps_per_second": 6.587, | |
| "step": 31440 | |
| }, | |
| { | |
| "epoch": 60.88, | |
| "learning_rate": 1.955820610687023e-06, | |
| "loss": 0.0155, | |
| "step": 31903 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "eval_accuracy": 0.5596330275229358, | |
| "eval_f1": 0.7081545064377682, | |
| "eval_loss": 0.9300869107246399, | |
| "eval_roc_auc": 0.8086227077643385, | |
| "eval_runtime": 9.9625, | |
| "eval_samples_per_second": 98.47, | |
| "eval_steps_per_second": 6.625, | |
| "step": 31964 | |
| }, | |
| { | |
| "epoch": 61.88, | |
| "learning_rate": 1.9059160305343513e-06, | |
| "loss": 0.0149, | |
| "step": 32426 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "eval_accuracy": 0.5504587155963303, | |
| "eval_f1": 0.7104930467762326, | |
| "eval_loss": 0.9461256861686707, | |
| "eval_roc_auc": 0.8130057836634459, | |
| "eval_runtime": 10.0052, | |
| "eval_samples_per_second": 98.049, | |
| "eval_steps_per_second": 6.597, | |
| "step": 32488 | |
| }, | |
| { | |
| "epoch": 62.88, | |
| "learning_rate": 1.8560114503816795e-06, | |
| "loss": 0.0124, | |
| "step": 32949 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.7081380485726461, | |
| "eval_loss": 0.9584424495697021, | |
| "eval_roc_auc": 0.809727226825182, | |
| "eval_runtime": 9.989, | |
| "eval_samples_per_second": 98.208, | |
| "eval_steps_per_second": 6.607, | |
| "step": 33012 | |
| }, | |
| { | |
| "epoch": 63.88, | |
| "learning_rate": 1.8061068702290077e-06, | |
| "loss": 0.011, | |
| "step": 33472 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "eval_accuracy": 0.5545361875637105, | |
| "eval_f1": 0.7051226861816616, | |
| "eval_loss": 0.9570773243904114, | |
| "eval_roc_auc": 0.8061812903077735, | |
| "eval_runtime": 10.0472, | |
| "eval_samples_per_second": 97.639, | |
| "eval_steps_per_second": 6.569, | |
| "step": 33536 | |
| }, | |
| { | |
| "epoch": 64.88, | |
| "learning_rate": 1.756202290076336e-06, | |
| "loss": 0.0114, | |
| "step": 33995 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.7043701799485862, | |
| "eval_loss": 0.9560405015945435, | |
| "eval_roc_auc": 0.8063993252392647, | |
| "eval_runtime": 10.0628, | |
| "eval_samples_per_second": 97.488, | |
| "eval_steps_per_second": 6.559, | |
| "step": 34060 | |
| }, | |
| { | |
| "epoch": 65.87, | |
| "learning_rate": 1.7062977099236644e-06, | |
| "loss": 0.011, | |
| "step": 34518 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "eval_accuracy": 0.5504587155963303, | |
| "eval_f1": 0.7023809523809524, | |
| "eval_loss": 0.9797949194908142, | |
| "eval_roc_auc": 0.8062444056826787, | |
| "eval_runtime": 10.0681, | |
| "eval_samples_per_second": 97.436, | |
| "eval_steps_per_second": 6.555, | |
| "step": 34584 | |
| }, | |
| { | |
| "epoch": 66.87, | |
| "learning_rate": 1.6563931297709926e-06, | |
| "loss": 0.0107, | |
| "step": 35041 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "eval_accuracy": 0.545361875637105, | |
| "eval_f1": 0.6986301369863014, | |
| "eval_loss": 0.9825329780578613, | |
| "eval_roc_auc": 0.8027546992265496, | |
| "eval_runtime": 10.0516, | |
| "eval_samples_per_second": 97.596, | |
| "eval_steps_per_second": 6.566, | |
| "step": 35108 | |
| }, | |
| { | |
| "epoch": 67.87, | |
| "learning_rate": 1.6064885496183208e-06, | |
| "loss": 0.0091, | |
| "step": 35564 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "eval_accuracy": 0.5606523955147809, | |
| "eval_f1": 0.7040552200172563, | |
| "eval_loss": 0.9886102676391602, | |
| "eval_roc_auc": 0.8051611163388492, | |
| "eval_runtime": 10.0044, | |
| "eval_samples_per_second": 98.056, | |
| "eval_steps_per_second": 6.597, | |
| "step": 35632 | |
| }, | |
| { | |
| "epoch": 68.87, | |
| "learning_rate": 1.556583969465649e-06, | |
| "loss": 0.0095, | |
| "step": 36087 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "eval_accuracy": 0.5392456676860347, | |
| "eval_f1": 0.7075, | |
| "eval_loss": 1.007102131843567, | |
| "eval_roc_auc": 0.8127734043285672, | |
| "eval_runtime": 10.0072, | |
| "eval_samples_per_second": 98.029, | |
| "eval_steps_per_second": 6.595, | |
| "step": 36156 | |
| }, | |
| { | |
| "epoch": 69.87, | |
| "learning_rate": 1.5066793893129772e-06, | |
| "loss": 0.0088, | |
| "step": 36610 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "eval_accuracy": 0.5443425076452599, | |
| "eval_f1": 0.7051336444633007, | |
| "eval_loss": 1.004128098487854, | |
| "eval_roc_auc": 0.8083903284294599, | |
| "eval_runtime": 10.0021, | |
| "eval_samples_per_second": 98.079, | |
| "eval_steps_per_second": 6.599, | |
| "step": 36680 | |
| }, | |
| { | |
| "epoch": 70.86, | |
| "learning_rate": 1.4567748091603054e-06, | |
| "loss": 0.0102, | |
| "step": 37133 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "eval_accuracy": 0.5474006116207951, | |
| "eval_f1": 0.7023354564755838, | |
| "eval_loss": 1.023705244064331, | |
| "eval_roc_auc": 0.8064062105528907, | |
| "eval_runtime": 10.0301, | |
| "eval_samples_per_second": 97.806, | |
| "eval_steps_per_second": 6.58, | |
| "step": 37204 | |
| }, | |
| { | |
| "epoch": 71.86, | |
| "learning_rate": 1.4068702290076336e-06, | |
| "loss": 0.0086, | |
| "step": 37656 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "eval_accuracy": 0.5606523955147809, | |
| "eval_f1": 0.7097887020267357, | |
| "eval_loss": 1.0078336000442505, | |
| "eval_roc_auc": 0.808967547221776, | |
| "eval_runtime": 10.0138, | |
| "eval_samples_per_second": 97.964, | |
| "eval_steps_per_second": 6.591, | |
| "step": 37728 | |
| }, | |
| { | |
| "epoch": 72.86, | |
| "learning_rate": 1.356965648854962e-06, | |
| "loss": 0.0084, | |
| "step": 38179 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "eval_accuracy": 0.5504587155963303, | |
| "eval_f1": 0.7039249146757679, | |
| "eval_loss": 1.0251305103302002, | |
| "eval_roc_auc": 0.8067510500103279, | |
| "eval_runtime": 9.9979, | |
| "eval_samples_per_second": 98.12, | |
| "eval_steps_per_second": 6.601, | |
| "step": 38252 | |
| }, | |
| { | |
| "epoch": 73.86, | |
| "learning_rate": 1.3070610687022902e-06, | |
| "loss": 0.0084, | |
| "step": 38702 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.7060839760068551, | |
| "eval_loss": 1.0233700275421143, | |
| "eval_roc_auc": 0.8075250740171215, | |
| "eval_runtime": 10.0267, | |
| "eval_samples_per_second": 97.839, | |
| "eval_steps_per_second": 6.582, | |
| "step": 38776 | |
| }, | |
| { | |
| "epoch": 74.86, | |
| "learning_rate": 1.2571564885496184e-06, | |
| "loss": 0.0076, | |
| "step": 39225 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "eval_accuracy": 0.5433231396534148, | |
| "eval_f1": 0.7029787234042555, | |
| "eval_loss": 1.0505975484848022, | |
| "eval_roc_auc": 0.8065117853618233, | |
| "eval_runtime": 9.9951, | |
| "eval_samples_per_second": 98.148, | |
| "eval_steps_per_second": 6.603, | |
| "step": 39300 | |
| }, | |
| { | |
| "epoch": 75.85, | |
| "learning_rate": 1.2072519083969466e-06, | |
| "loss": 0.0089, | |
| "step": 39748 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "eval_accuracy": 0.5575942915392457, | |
| "eval_f1": 0.7084398976982098, | |
| "eval_loss": 1.0305790901184082, | |
| "eval_roc_auc": 0.8098609166647541, | |
| "eval_runtime": 10.0015, | |
| "eval_samples_per_second": 98.086, | |
| "eval_steps_per_second": 6.599, | |
| "step": 39824 | |
| }, | |
| { | |
| "epoch": 76.85, | |
| "learning_rate": 1.1573473282442748e-06, | |
| "loss": 0.0074, | |
| "step": 40271 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "eval_accuracy": 0.5514780835881753, | |
| "eval_f1": 0.7120954003407156, | |
| "eval_loss": 1.037413477897644, | |
| "eval_roc_auc": 0.8124079089302518, | |
| "eval_runtime": 10.0466, | |
| "eval_samples_per_second": 97.645, | |
| "eval_steps_per_second": 6.569, | |
| "step": 40348 | |
| }, | |
| { | |
| "epoch": 77.85, | |
| "learning_rate": 1.1074427480916033e-06, | |
| "loss": 0.0064, | |
| "step": 40794 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "eval_accuracy": 0.563710499490316, | |
| "eval_f1": 0.7064418504107222, | |
| "eval_loss": 1.0435516834259033, | |
| "eval_roc_auc": 0.8063924399256387, | |
| "eval_runtime": 9.9844, | |
| "eval_samples_per_second": 98.254, | |
| "eval_steps_per_second": 6.61, | |
| "step": 40872 | |
| }, | |
| { | |
| "epoch": 78.85, | |
| "learning_rate": 1.0575381679389315e-06, | |
| "loss": 0.0079, | |
| "step": 41317 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "eval_accuracy": 0.5535168195718655, | |
| "eval_f1": 0.7080479452054794, | |
| "eval_loss": 1.0525715351104736, | |
| "eval_roc_auc": 0.8089463175047622, | |
| "eval_runtime": 10.0182, | |
| "eval_samples_per_second": 97.922, | |
| "eval_steps_per_second": 6.588, | |
| "step": 41396 | |
| }, | |
| { | |
| "epoch": 79.85, | |
| "learning_rate": 1.0076335877862597e-06, | |
| "loss": 0.0059, | |
| "step": 41840 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "eval_accuracy": 0.545361875637105, | |
| "eval_f1": 0.7050359712230215, | |
| "eval_loss": 1.0556447505950928, | |
| "eval_roc_auc": 0.8087139381698836, | |
| "eval_runtime": 9.9919, | |
| "eval_samples_per_second": 98.18, | |
| "eval_steps_per_second": 6.605, | |
| "step": 41920 | |
| }, | |
| { | |
| "epoch": 80.85, | |
| "learning_rate": 9.577290076335879e-07, | |
| "loss": 0.0063, | |
| "step": 42363 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "eval_accuracy": 0.5412844036697247, | |
| "eval_f1": 0.7034834324553951, | |
| "eval_loss": 1.0627212524414062, | |
| "eval_roc_auc": 0.8071027747813913, | |
| "eval_runtime": 10.1039, | |
| "eval_samples_per_second": 97.091, | |
| "eval_steps_per_second": 6.532, | |
| "step": 42444 | |
| }, | |
| { | |
| "epoch": 81.84, | |
| "learning_rate": 9.078244274809162e-07, | |
| "loss": 0.0064, | |
| "step": 42886 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "eval_accuracy": 0.5382262996941896, | |
| "eval_f1": 0.7048903878583473, | |
| "eval_loss": 1.0669602155685425, | |
| "eval_roc_auc": 0.8091993527805191, | |
| "eval_runtime": 10.2231, | |
| "eval_samples_per_second": 95.96, | |
| "eval_steps_per_second": 6.456, | |
| "step": 42968 | |
| }, | |
| { | |
| "epoch": 82.84, | |
| "learning_rate": 8.579198473282444e-07, | |
| "loss": 0.0064, | |
| "step": 43409 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "eval_accuracy": 0.5575942915392457, | |
| "eval_f1": 0.70824434002563, | |
| "eval_loss": 1.0584640502929688, | |
| "eval_roc_auc": 0.8094036170847583, | |
| "eval_runtime": 10.0727, | |
| "eval_samples_per_second": 97.392, | |
| "eval_steps_per_second": 6.552, | |
| "step": 43492 | |
| }, | |
| { | |
| "epoch": 83.84, | |
| "learning_rate": 8.080152671755725e-07, | |
| "loss": 0.006, | |
| "step": 43932 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7100340136054422, | |
| "eval_loss": 1.0683461427688599, | |
| "eval_roc_auc": 0.8113102751830346, | |
| "eval_runtime": 10.0298, | |
| "eval_samples_per_second": 97.809, | |
| "eval_steps_per_second": 6.58, | |
| "step": 44016 | |
| }, | |
| { | |
| "epoch": 84.84, | |
| "learning_rate": 7.581106870229009e-07, | |
| "loss": 0.0056, | |
| "step": 44455 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "eval_accuracy": 0.5484199796126402, | |
| "eval_f1": 0.7041294167730949, | |
| "eval_loss": 1.0729014873504639, | |
| "eval_roc_auc": 0.8072083495903238, | |
| "eval_runtime": 10.0817, | |
| "eval_samples_per_second": 97.305, | |
| "eval_steps_per_second": 6.547, | |
| "step": 44540 | |
| }, | |
| { | |
| "epoch": 85.84, | |
| "learning_rate": 7.082061068702291e-07, | |
| "loss": 0.0063, | |
| "step": 44978 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "eval_accuracy": 0.564729867482161, | |
| "eval_f1": 0.7094274644855791, | |
| "eval_loss": 1.0694997310638428, | |
| "eval_roc_auc": 0.8089956622524155, | |
| "eval_runtime": 10.0647, | |
| "eval_samples_per_second": 97.469, | |
| "eval_steps_per_second": 6.558, | |
| "step": 45064 | |
| }, | |
| { | |
| "epoch": 86.83, | |
| "learning_rate": 6.583015267175573e-07, | |
| "loss": 0.0051, | |
| "step": 45501 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "eval_accuracy": 0.5555555555555556, | |
| "eval_f1": 0.7070967741935484, | |
| "eval_loss": 1.0698884725570679, | |
| "eval_roc_auc": 0.8076025337954145, | |
| "eval_runtime": 10.0544, | |
| "eval_samples_per_second": 97.569, | |
| "eval_steps_per_second": 6.564, | |
| "step": 45588 | |
| }, | |
| { | |
| "epoch": 87.83, | |
| "learning_rate": 6.083969465648855e-07, | |
| "loss": 0.0059, | |
| "step": 46024 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "eval_accuracy": 0.5494393476044852, | |
| "eval_f1": 0.7032119914346895, | |
| "eval_loss": 1.073889970779419, | |
| "eval_roc_auc": 0.8057027610107641, | |
| "eval_runtime": 10.0443, | |
| "eval_samples_per_second": 97.668, | |
| "eval_steps_per_second": 6.571, | |
| "step": 46112 | |
| }, | |
| { | |
| "epoch": 88.83, | |
| "learning_rate": 5.584923664122137e-07, | |
| "loss": 0.0067, | |
| "step": 46547 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "eval_accuracy": 0.5535168195718655, | |
| "eval_f1": 0.7074422583404619, | |
| "eval_loss": 1.0765037536621094, | |
| "eval_roc_auc": 0.808678937825618, | |
| "eval_runtime": 10.0208, | |
| "eval_samples_per_second": 97.897, | |
| "eval_steps_per_second": 6.586, | |
| "step": 46636 | |
| }, | |
| { | |
| "epoch": 89.83, | |
| "learning_rate": 5.085877862595421e-07, | |
| "loss": 0.0055, | |
| "step": 47070 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "eval_accuracy": 0.5423037716615698, | |
| "eval_f1": 0.705531914893617, | |
| "eval_loss": 1.0747418403625488, | |
| "eval_roc_auc": 0.8082004085286085, | |
| "eval_runtime": 10.0179, | |
| "eval_samples_per_second": 97.924, | |
| "eval_steps_per_second": 6.588, | |
| "step": 47160 | |
| }, | |
| { | |
| "epoch": 90.83, | |
| "learning_rate": 4.586832061068703e-07, | |
| "loss": 0.0041, | |
| "step": 47593 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "eval_accuracy": 0.5524974515800204, | |
| "eval_f1": 0.7061855670103093, | |
| "eval_loss": 1.077362060546875, | |
| "eval_roc_auc": 0.8072014642766979, | |
| "eval_runtime": 9.974, | |
| "eval_samples_per_second": 98.356, | |
| "eval_steps_per_second": 6.617, | |
| "step": 47684 | |
| }, | |
| { | |
| "epoch": 91.82, | |
| "learning_rate": 4.0877862595419847e-07, | |
| "loss": 0.0051, | |
| "step": 48116 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "eval_accuracy": 0.5565749235474006, | |
| "eval_f1": 0.706792777300086, | |
| "eval_loss": 1.0821139812469482, | |
| "eval_roc_auc": 0.8074688439558423, | |
| "eval_runtime": 9.9576, | |
| "eval_samples_per_second": 98.517, | |
| "eval_steps_per_second": 6.628, | |
| "step": 48208 | |
| }, | |
| { | |
| "epoch": 92.82, | |
| "learning_rate": 3.588740458015268e-07, | |
| "loss": 0.0053, | |
| "step": 48639 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "eval_accuracy": 0.5535168195718655, | |
| "eval_f1": 0.7076526225279449, | |
| "eval_loss": 1.0813453197479248, | |
| "eval_roc_auc": 0.8080317183447706, | |
| "eval_runtime": 10.0101, | |
| "eval_samples_per_second": 98.001, | |
| "eval_steps_per_second": 6.593, | |
| "step": 48732 | |
| }, | |
| { | |
| "epoch": 93.82, | |
| "learning_rate": 3.08969465648855e-07, | |
| "loss": 0.0052, | |
| "step": 49162 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "eval_accuracy": 0.5494393476044852, | |
| "eval_f1": 0.7078364565587735, | |
| "eval_loss": 1.0872832536697388, | |
| "eval_roc_auc": 0.8095935369856098, | |
| "eval_runtime": 10.0385, | |
| "eval_samples_per_second": 97.724, | |
| "eval_steps_per_second": 6.575, | |
| "step": 49256 | |
| }, | |
| { | |
| "epoch": 94.82, | |
| "learning_rate": 2.5906488549618325e-07, | |
| "loss": 0.0049, | |
| "step": 49685 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "eval_accuracy": 0.5504587155963303, | |
| "eval_f1": 0.7095681625740897, | |
| "eval_loss": 1.0950355529785156, | |
| "eval_roc_auc": 0.8116619999540979, | |
| "eval_runtime": 10.0471, | |
| "eval_samples_per_second": 97.64, | |
| "eval_steps_per_second": 6.569, | |
| "step": 49780 | |
| }, | |
| { | |
| "epoch": 95.82, | |
| "learning_rate": 2.0916030534351148e-07, | |
| "loss": 0.0055, | |
| "step": 50208 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "eval_accuracy": 0.54638124362895, | |
| "eval_f1": 0.7064846416382252, | |
| "eval_loss": 1.091185450553894, | |
| "eval_roc_auc": 0.8084396731771133, | |
| "eval_runtime": 10.0192, | |
| "eval_samples_per_second": 97.912, | |
| "eval_steps_per_second": 6.587, | |
| "step": 50304 | |
| }, | |
| { | |
| "epoch": 96.81, | |
| "learning_rate": 1.5925572519083971e-07, | |
| "loss": 0.0048, | |
| "step": 50731 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "eval_accuracy": 0.5555555555555556, | |
| "eval_f1": 0.70926243567753, | |
| "eval_loss": 1.0918930768966675, | |
| "eval_roc_auc": 0.809481076863051, | |
| "eval_runtime": 10.1024, | |
| "eval_samples_per_second": 97.106, | |
| "eval_steps_per_second": 6.533, | |
| "step": 50828 | |
| }, | |
| { | |
| "epoch": 97.81, | |
| "learning_rate": 1.0935114503816793e-07, | |
| "loss": 0.0052, | |
| "step": 51254 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "eval_accuracy": 0.5514780835881753, | |
| "eval_f1": 0.7080479452054794, | |
| "eval_loss": 1.0924346446990967, | |
| "eval_roc_auc": 0.8089463175047622, | |
| "eval_runtime": 10.042, | |
| "eval_samples_per_second": 97.689, | |
| "eval_steps_per_second": 6.572, | |
| "step": 51352 | |
| }, | |
| { | |
| "epoch": 98.81, | |
| "learning_rate": 5.9446564885496193e-08, | |
| "loss": 0.0041, | |
| "step": 51777 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "eval_accuracy": 0.5504587155963303, | |
| "eval_f1": 0.70824434002563, | |
| "eval_loss": 1.0939857959747314, | |
| "eval_roc_auc": 0.8094036170847583, | |
| "eval_runtime": 10.0515, | |
| "eval_samples_per_second": 97.598, | |
| "eval_steps_per_second": 6.566, | |
| "step": 51876 | |
| }, | |
| { | |
| "epoch": 99.81, | |
| "learning_rate": 9.541984732824428e-09, | |
| "loss": 0.0043, | |
| "step": 52300 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "eval_accuracy": 0.5514780835881753, | |
| "eval_f1": 0.7073378839590444, | |
| "eval_loss": 1.0944114923477173, | |
| "eval_roc_auc": 0.8090025475660416, | |
| "eval_runtime": 10.0289, | |
| "eval_samples_per_second": 97.818, | |
| "eval_steps_per_second": 6.581, | |
| "step": 52400 | |
| } | |
| ], | |
| "max_steps": 52400, | |
| "num_train_epochs": 100, | |
| "total_flos": 1.03939481527296e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |