| { | |
| "best_metric": 0.8437333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0982/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": 14.83954906463623, | |
| "learning_rate": 7e-05, | |
| "loss": 0.8397, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8325333333333333, | |
| "eval_loss": 0.5300157070159912, | |
| "eval_runtime": 11.9589, | |
| "eval_samples_per_second": 313.575, | |
| "eval_steps_per_second": 4.934, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.015847891569137573, | |
| "learning_rate": 7e-05, | |
| "loss": 0.2832, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8285333333333333, | |
| "eval_loss": 0.5731104612350464, | |
| "eval_runtime": 11.267, | |
| "eval_samples_per_second": 332.831, | |
| "eval_steps_per_second": 5.237, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.41460102796554565, | |
| "learning_rate": 7e-05, | |
| "loss": 0.1656, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8437333333333333, | |
| "eval_loss": 0.5781658887863159, | |
| "eval_runtime": 11.814, | |
| "eval_samples_per_second": 317.419, | |
| "eval_steps_per_second": 4.994, | |
| "step": 999 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |