| { | |
| "best_metric": 0.9394666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0842/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 7.438111782073975, | |
| "learning_rate": 8.728616793536588e-05, | |
| "loss": 0.687, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9045333333333333, | |
| "eval_loss": 0.3155549466609955, | |
| "eval_runtime": 13.5067, | |
| "eval_samples_per_second": 277.64, | |
| "eval_steps_per_second": 4.368, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.08975859731435776, | |
| "learning_rate": 7.947199994035401e-05, | |
| "loss": 0.1709, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9197333333333333, | |
| "eval_loss": 0.27432486414909363, | |
| "eval_runtime": 13.3912, | |
| "eval_samples_per_second": 280.035, | |
| "eval_steps_per_second": 4.406, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 6.407855033874512, | |
| "learning_rate": 6.75e-05, | |
| "loss": 0.0851, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.916, | |
| "eval_loss": 0.30162715911865234, | |
| "eval_runtime": 13.3902, | |
| "eval_samples_per_second": 280.055, | |
| "eval_steps_per_second": 4.406, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.12129857391119003, | |
| "learning_rate": 5.2814167995011876e-05, | |
| "loss": 0.0458, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9293333333333333, | |
| "eval_loss": 0.2678438723087311, | |
| "eval_runtime": 13.3387, | |
| "eval_samples_per_second": 281.137, | |
| "eval_steps_per_second": 4.423, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 7.826107025146484, | |
| "learning_rate": 3.7185832004988136e-05, | |
| "loss": 0.0174, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9328, | |
| "eval_loss": 0.27067574858665466, | |
| "eval_runtime": 13.4377, | |
| "eval_samples_per_second": 279.066, | |
| "eval_steps_per_second": 4.391, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.005610224325209856, | |
| "learning_rate": 2.250000000000001e-05, | |
| "loss": 0.0071, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9394666666666667, | |
| "eval_loss": 0.24790184199810028, | |
| "eval_runtime": 14.7779, | |
| "eval_samples_per_second": 253.758, | |
| "eval_steps_per_second": 3.992, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |