| { | |
| "best_metric": 0.9772727272727273, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-batch8/checkpoint-147", | |
| "epoch": 2.984771573604061, | |
| "eval_steps": 500, | |
| "global_step": 147, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.20304568527918782, | |
| "grad_norm": 9.754337310791016, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.6886, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.40609137055837563, | |
| "grad_norm": 13.60398006439209, | |
| "learning_rate": 4.810606060606061e-05, | |
| "loss": 0.5524, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.6091370558375635, | |
| "grad_norm": 13.017239570617676, | |
| "learning_rate": 4.431818181818182e-05, | |
| "loss": 0.3516, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.8121827411167513, | |
| "grad_norm": 10.370221138000488, | |
| "learning_rate": 4.053030303030303e-05, | |
| "loss": 0.2333, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.9949238578680203, | |
| "eval_accuracy": 0.9659090909090909, | |
| "eval_loss": 0.07651708275079727, | |
| "eval_runtime": 1.4025, | |
| "eval_samples_per_second": 125.494, | |
| "eval_steps_per_second": 15.687, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.015228426395939, | |
| "grad_norm": 22.6178035736084, | |
| "learning_rate": 3.6742424242424246e-05, | |
| "loss": 0.3668, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.218274111675127, | |
| "grad_norm": 20.655942916870117, | |
| "learning_rate": 3.295454545454545e-05, | |
| "loss": 0.2372, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.4213197969543148, | |
| "grad_norm": 21.389158248901367, | |
| "learning_rate": 2.916666666666667e-05, | |
| "loss": 0.1728, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.6243654822335025, | |
| "grad_norm": 7.201972961425781, | |
| "learning_rate": 2.537878787878788e-05, | |
| "loss": 0.1676, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.8274111675126905, | |
| "grad_norm": 15.233765602111816, | |
| "learning_rate": 2.1590909090909093e-05, | |
| "loss": 0.2171, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.9898477157360406, | |
| "eval_accuracy": 0.9715909090909091, | |
| "eval_loss": 0.07618988305330276, | |
| "eval_runtime": 1.8486, | |
| "eval_samples_per_second": 95.208, | |
| "eval_steps_per_second": 11.901, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 2.030456852791878, | |
| "grad_norm": 22.444684982299805, | |
| "learning_rate": 1.7803030303030303e-05, | |
| "loss": 0.2291, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.233502538071066, | |
| "grad_norm": 17.800857543945312, | |
| "learning_rate": 1.4015151515151515e-05, | |
| "loss": 0.2027, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.436548223350254, | |
| "grad_norm": 8.930273056030273, | |
| "learning_rate": 1.0227272727272729e-05, | |
| "loss": 0.1624, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.6395939086294415, | |
| "grad_norm": 2.2625389099121094, | |
| "learning_rate": 6.43939393939394e-06, | |
| "loss": 0.1362, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.8426395939086295, | |
| "grad_norm": 17.570310592651367, | |
| "learning_rate": 2.651515151515152e-06, | |
| "loss": 0.1713, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.984771573604061, | |
| "eval_accuracy": 0.9772727272727273, | |
| "eval_loss": 0.05173008143901825, | |
| "eval_runtime": 1.4237, | |
| "eval_samples_per_second": 123.622, | |
| "eval_steps_per_second": 15.453, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 2.984771573604061, | |
| "step": 147, | |
| "total_flos": 1.1692257218946662e+17, | |
| "train_loss": 0.2702838227051456, | |
| "train_runtime": 99.2204, | |
| "train_samples_per_second": 47.651, | |
| "train_steps_per_second": 1.482 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 147, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 1.1692257218946662e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |