| { | |
| "best_metric": 0.96, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0728/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": 0.28518858551979065, | |
| "learning_rate": 5.974873734152915e-05, | |
| "loss": 0.6644, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.94, | |
| "eval_loss": 0.22335129976272583, | |
| "eval_runtime": 13.3599, | |
| "eval_samples_per_second": 280.691, | |
| "eval_steps_per_second": 4.416, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 6.570347785949707, | |
| "learning_rate": 3.5e-05, | |
| "loss": 0.1061, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9536, | |
| "eval_loss": 0.16605915129184723, | |
| "eval_runtime": 13.2725, | |
| "eval_samples_per_second": 282.54, | |
| "eval_steps_per_second": 4.445, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.17562569677829742, | |
| "learning_rate": 1.0251262658470837e-05, | |
| "loss": 0.033, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9581333333333333, | |
| "eval_loss": 0.15951162576675415, | |
| "eval_runtime": 13.1482, | |
| "eval_samples_per_second": 285.21, | |
| "eval_steps_per_second": 4.487, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.0855969786643982, | |
| "learning_rate": 0.0, | |
| "loss": 0.0132, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.96, | |
| "eval_loss": 0.14550817012786865, | |
| "eval_runtime": 13.3401, | |
| "eval_samples_per_second": 281.107, | |
| "eval_steps_per_second": 4.423, | |
| "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 | |
| } | |