| { | |
| "best_metric": 0.4261333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0408/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": 30.57341766357422, | |
| "learning_rate": 0.00025681384281465384, | |
| "loss": 3.3323, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.22133333333333333, | |
| "eval_loss": 2.9092659950256348, | |
| "eval_runtime": 11.1028, | |
| "eval_samples_per_second": 337.751, | |
| "eval_steps_per_second": 5.314, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 31.81121253967285, | |
| "learning_rate": 0.0001510613400134148, | |
| "loss": 2.6558, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.3234666666666667, | |
| "eval_loss": 2.4545717239379883, | |
| "eval_runtime": 10.8768, | |
| "eval_samples_per_second": 344.772, | |
| "eval_steps_per_second": 5.424, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 34.77753448486328, | |
| "learning_rate": 4.468711862660662e-05, | |
| "loss": 2.2813, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.3877333333333333, | |
| "eval_loss": 2.2085835933685303, | |
| "eval_runtime": 11.0484, | |
| "eval_samples_per_second": 339.414, | |
| "eval_steps_per_second": 5.34, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 41.22602844238281, | |
| "learning_rate": 3.7548557433819685e-09, | |
| "loss": 1.9606, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.4261333333333333, | |
| "eval_loss": 2.0867154598236084, | |
| "eval_runtime": 11.2938, | |
| "eval_samples_per_second": 332.042, | |
| "eval_steps_per_second": 5.224, | |
| "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 | |
| } | |