| { |
| "best_metric": 0.9394666666666667, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0906/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": 0.46734854578971863, |
| "learning_rate": 9e-05, |
| "loss": 0.6177, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9266666666666666, |
| "eval_loss": 0.25657185912132263, |
| "eval_runtime": 5.8142, |
| "eval_samples_per_second": 644.978, |
| "eval_steps_per_second": 10.148, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.14189523458480835, |
| "learning_rate": 9e-05, |
| "loss": 0.1185, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9384, |
| "eval_loss": 0.2284454107284546, |
| "eval_runtime": 5.3695, |
| "eval_samples_per_second": 698.39, |
| "eval_steps_per_second": 10.988, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.3250787556171417, |
| "learning_rate": 9e-05, |
| "loss": 0.0632, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9328, |
| "eval_loss": 0.2597508430480957, |
| "eval_runtime": 5.4314, |
| "eval_samples_per_second": 690.429, |
| "eval_steps_per_second": 10.863, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.17168904840946198, |
| "learning_rate": 9e-05, |
| "loss": 0.0458, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9394666666666667, |
| "eval_loss": 0.25676777958869934, |
| "eval_runtime": 5.438, |
| "eval_samples_per_second": 689.588, |
| "eval_steps_per_second": 10.85, |
| "step": 1332 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1665, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "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": 6.58965282490368e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
