| { | |
| "best_metric": 0.9429333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0224/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.5630245804786682, | |
| "learning_rate": 4.522542485937369e-05, | |
| "loss": 0.857, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9301333333333334, | |
| "eval_loss": 0.2612086236476898, | |
| "eval_runtime": 5.5021, | |
| "eval_samples_per_second": 681.559, | |
| "eval_steps_per_second": 10.723, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 3.3631815910339355, | |
| "learning_rate": 3.272542485937369e-05, | |
| "loss": 0.1288, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9328, | |
| "eval_loss": 0.21966294944286346, | |
| "eval_runtime": 5.4648, | |
| "eval_samples_per_second": 686.21, | |
| "eval_steps_per_second": 10.796, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.06337760388851166, | |
| "learning_rate": 1.7274575140626318e-05, | |
| "loss": 0.0368, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.94, | |
| "eval_loss": 0.23024700582027435, | |
| "eval_runtime": 5.8086, | |
| "eval_samples_per_second": 645.596, | |
| "eval_steps_per_second": 10.157, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.8840432167053223, | |
| "learning_rate": 4.7745751406263165e-06, | |
| "loss": 0.0112, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9410666666666667, | |
| "eval_loss": 0.23338843882083893, | |
| "eval_runtime": 5.6919, | |
| "eval_samples_per_second": 658.83, | |
| "eval_steps_per_second": 10.366, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.1127036064863205, | |
| "learning_rate": 0.0, | |
| "loss": 0.0065, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9429333333333333, | |
| "eval_loss": 0.23060543835163116, | |
| "eval_runtime": 5.5696, | |
| "eval_samples_per_second": 673.301, | |
| "eval_steps_per_second": 10.593, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |