| { | |
| "best_metric": 0.9541333333333334, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0531/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": 24.515729904174805, | |
| "learning_rate": 2.0030030030030034e-05, | |
| "loss": 0.6778, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9197333333333333, | |
| "eval_loss": 0.26097798347473145, | |
| "eval_runtime": 5.4526, | |
| "eval_samples_per_second": 687.74, | |
| "eval_steps_per_second": 10.82, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.8285233974456787, | |
| "learning_rate": 1.0030030030030031e-05, | |
| "loss": 0.085, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9405333333333333, | |
| "eval_loss": 0.19316907227039337, | |
| "eval_runtime": 5.4321, | |
| "eval_samples_per_second": 690.346, | |
| "eval_steps_per_second": 10.861, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.009695015847682953, | |
| "learning_rate": 3.003003003003003e-08, | |
| "loss": 0.0132, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9541333333333334, | |
| "eval_loss": 0.17056451737880707, | |
| "eval_runtime": 5.5423, | |
| "eval_samples_per_second": 676.612, | |
| "eval_steps_per_second": 10.645, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "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": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |