| { | |
| "best_metric": 0.9362666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0010/checkpoints/checkpoint-1332", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 1332, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 9.770438194274902, | |
| "learning_rate": 3.7537537537537536e-05, | |
| "loss": 0.708, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8848, | |
| "eval_loss": 0.38367903232574463, | |
| "eval_runtime": 11.1715, | |
| "eval_samples_per_second": 335.677, | |
| "eval_steps_per_second": 5.281, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.5719335079193115, | |
| "learning_rate": 2.5037537537537537e-05, | |
| "loss": 0.1462, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9064, | |
| "eval_loss": 0.2941170036792755, | |
| "eval_runtime": 11.1405, | |
| "eval_samples_per_second": 336.609, | |
| "eval_steps_per_second": 5.296, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.0019196232315152884, | |
| "learning_rate": 1.2537537537537538e-05, | |
| "loss": 0.0434, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9250666666666667, | |
| "eval_loss": 0.2681674063205719, | |
| "eval_runtime": 11.1863, | |
| "eval_samples_per_second": 335.231, | |
| "eval_steps_per_second": 5.274, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.026239266619086266, | |
| "learning_rate": 3.753753753753754e-08, | |
| "loss": 0.0089, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9362666666666667, | |
| "eval_loss": 0.22072087228298187, | |
| "eval_runtime": 11.6933, | |
| "eval_samples_per_second": 320.695, | |
| "eval_steps_per_second": 5.046, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1332, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |