| { | |
| "best_metric": 0.9354666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0699/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": 0.3242611885070801, | |
| "learning_rate": 9e-05, | |
| "loss": 0.6348, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9274666666666667, | |
| "eval_loss": 0.25407177209854126, | |
| "eval_runtime": 11.4099, | |
| "eval_samples_per_second": 328.662, | |
| "eval_steps_per_second": 5.171, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 5.682033061981201, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1522, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9245333333333333, | |
| "eval_loss": 0.26646140217781067, | |
| "eval_runtime": 11.3439, | |
| "eval_samples_per_second": 330.573, | |
| "eval_steps_per_second": 5.201, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.09256444126367569, | |
| "learning_rate": 9e-05, | |
| "loss": 0.086, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.924, | |
| "eval_loss": 0.2920079529285431, | |
| "eval_runtime": 11.3935, | |
| "eval_samples_per_second": 329.136, | |
| "eval_steps_per_second": 5.178, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.010617719031870365, | |
| "learning_rate": 9e-05, | |
| "loss": 0.0582, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9354666666666667, | |
| "eval_loss": 0.25277796387672424, | |
| "eval_runtime": 11.3713, | |
| "eval_samples_per_second": 329.779, | |
| "eval_steps_per_second": 5.189, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "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 | |
| } | |