| { | |
| "best_metric": 0.9410666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0677/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": 43.72793197631836, | |
| "learning_rate": 2.2522522522522523e-05, | |
| "loss": 0.7549, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8992, | |
| "eval_loss": 0.3298352360725403, | |
| "eval_runtime": 13.6137, | |
| "eval_samples_per_second": 275.458, | |
| "eval_steps_per_second": 4.334, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 72.51293182373047, | |
| "learning_rate": 1.5022522522522522e-05, | |
| "loss": 0.1444, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9306666666666666, | |
| "eval_loss": 0.23980852961540222, | |
| "eval_runtime": 12.4334, | |
| "eval_samples_per_second": 301.607, | |
| "eval_steps_per_second": 4.745, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.0443035289645195, | |
| "learning_rate": 7.522522522522523e-06, | |
| "loss": 0.0394, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9330666666666667, | |
| "eval_loss": 0.23148472607135773, | |
| "eval_runtime": 12.525, | |
| "eval_samples_per_second": 299.402, | |
| "eval_steps_per_second": 4.711, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.049099620431661606, | |
| "learning_rate": 2.2522522522522524e-08, | |
| "loss": 0.0091, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9410666666666667, | |
| "eval_loss": 0.20065970718860626, | |
| "eval_runtime": 12.4404, | |
| "eval_samples_per_second": 301.438, | |
| "eval_steps_per_second": 4.743, | |
| "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 | |
| } | |