| { | |
| "best_metric": 0.9322666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0863/checkpoints/checkpoint-999", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 999, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 6.246737003326416, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.8863, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9085333333333333, | |
| "eval_loss": 0.30692189931869507, | |
| "eval_runtime": 12.4683, | |
| "eval_samples_per_second": 300.763, | |
| "eval_steps_per_second": 4.732, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.19680480659008026, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.1536, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9274666666666667, | |
| "eval_loss": 0.2454000562429428, | |
| "eval_runtime": 12.4445, | |
| "eval_samples_per_second": 301.339, | |
| "eval_steps_per_second": 4.741, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.29292845726013184, | |
| "learning_rate": 0.0, | |
| "loss": 0.0611, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9322666666666667, | |
| "eval_loss": 0.2327042669057846, | |
| "eval_runtime": 12.4202, | |
| "eval_samples_per_second": 301.928, | |
| "eval_steps_per_second": 4.75, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "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": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |