| { | |
| "best_metric": 0.8509333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0425/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": 0.8770363926887512, | |
| "learning_rate": 0.0001, | |
| "loss": 0.8765, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8464, | |
| "eval_loss": 0.5058277249336243, | |
| "eval_runtime": 6.7923, | |
| "eval_samples_per_second": 552.095, | |
| "eval_steps_per_second": 8.686, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.08761183172464371, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3284, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8325333333333333, | |
| "eval_loss": 0.6164289116859436, | |
| "eval_runtime": 7.0482, | |
| "eval_samples_per_second": 532.048, | |
| "eval_steps_per_second": 8.371, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 4.098685264587402, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2033, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8458666666666667, | |
| "eval_loss": 0.5708789825439453, | |
| "eval_runtime": 6.6676, | |
| "eval_samples_per_second": 562.424, | |
| "eval_steps_per_second": 8.849, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.6434204578399658, | |
| "learning_rate": 0.0001, | |
| "loss": 0.1614, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8509333333333333, | |
| "eval_loss": 0.6010019779205322, | |
| "eval_runtime": 6.6846, | |
| "eval_samples_per_second": 560.991, | |
| "eval_steps_per_second": 8.826, | |
| "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 | |
| } | |