| { | |
| "best_metric": 0.8794666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0733/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": 27.49421501159668, | |
| "learning_rate": 7e-05, | |
| "loss": 0.7797, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8504, | |
| "eval_loss": 0.4759651720523834, | |
| "eval_runtime": 10.2473, | |
| "eval_samples_per_second": 365.951, | |
| "eval_steps_per_second": 5.758, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.4232056736946106, | |
| "learning_rate": 7e-05, | |
| "loss": 0.2838, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8674666666666667, | |
| "eval_loss": 0.46891099214553833, | |
| "eval_runtime": 10.4958, | |
| "eval_samples_per_second": 357.284, | |
| "eval_steps_per_second": 5.621, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.28806763887405396, | |
| "learning_rate": 7e-05, | |
| "loss": 0.1798, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8733333333333333, | |
| "eval_loss": 0.43766283988952637, | |
| "eval_runtime": 10.3225, | |
| "eval_samples_per_second": 363.284, | |
| "eval_steps_per_second": 5.716, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 95.2204360961914, | |
| "learning_rate": 7e-05, | |
| "loss": 0.1403, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8794666666666666, | |
| "eval_loss": 0.4508179724216461, | |
| "eval_runtime": 11.1578, | |
| "eval_samples_per_second": 336.087, | |
| "eval_steps_per_second": 5.288, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "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 | |
| } | |