| { | |
| "best_metric": 0.9048, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0765/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": 2.524308443069458, | |
| "learning_rate": 7.681980515339464e-05, | |
| "loss": 1.49, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8170666666666667, | |
| "eval_loss": 0.6868560910224915, | |
| "eval_runtime": 5.7833, | |
| "eval_samples_per_second": 648.421, | |
| "eval_steps_per_second": 10.202, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 5.210882186889648, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4133, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8642666666666666, | |
| "eval_loss": 0.43450766801834106, | |
| "eval_runtime": 5.4077, | |
| "eval_samples_per_second": 693.454, | |
| "eval_steps_per_second": 10.91, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.3939550220966339, | |
| "learning_rate": 1.3180194846605365e-05, | |
| "loss": 0.188, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8976, | |
| "eval_loss": 0.34428587555885315, | |
| "eval_runtime": 5.3495, | |
| "eval_samples_per_second": 700.998, | |
| "eval_steps_per_second": 11.029, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.13747531175613403, | |
| "learning_rate": 0.0, | |
| "loss": 0.0865, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9048, | |
| "eval_loss": 0.3243815004825592, | |
| "eval_runtime": 5.3848, | |
| "eval_samples_per_second": 696.41, | |
| "eval_steps_per_second": 10.957, | |
| "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 | |
| } | |