| { | |
| "best_metric": 0.9322666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0874/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": 11.130936622619629, | |
| "learning_rate": 7e-05, | |
| "loss": 0.7664, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9122666666666667, | |
| "eval_loss": 0.2931091785430908, | |
| "eval_runtime": 6.8654, | |
| "eval_samples_per_second": 546.22, | |
| "eval_steps_per_second": 8.594, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.3826475143432617, | |
| "learning_rate": 7e-05, | |
| "loss": 0.1705, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9309333333333333, | |
| "eval_loss": 0.2511810064315796, | |
| "eval_runtime": 6.5271, | |
| "eval_samples_per_second": 574.525, | |
| "eval_steps_per_second": 9.039, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.028629181906580925, | |
| "learning_rate": 7e-05, | |
| "loss": 0.0934, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9197333333333333, | |
| "eval_loss": 0.3059036433696747, | |
| "eval_runtime": 6.6237, | |
| "eval_samples_per_second": 566.152, | |
| "eval_steps_per_second": 8.907, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 9.232845306396484, | |
| "learning_rate": 7e-05, | |
| "loss": 0.0575, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9248, | |
| "eval_loss": 0.284106969833374, | |
| "eval_runtime": 6.5764, | |
| "eval_samples_per_second": 570.218, | |
| "eval_steps_per_second": 8.971, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.010161438956856728, | |
| "learning_rate": 7e-05, | |
| "loss": 0.0443, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9322666666666667, | |
| "eval_loss": 0.26974621415138245, | |
| "eval_runtime": 6.6277, | |
| "eval_samples_per_second": 565.809, | |
| "eval_steps_per_second": 8.902, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |