| { | |
| "best_metric": 0.9490666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0376/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": 0.19428367912769318, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.5992, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9298666666666666, | |
| "eval_loss": 0.25417110323905945, | |
| "eval_runtime": 6.2956, | |
| "eval_samples_per_second": 595.652, | |
| "eval_steps_per_second": 9.372, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.311675488948822, | |
| "learning_rate": 5e-05, | |
| "loss": 0.096, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9418666666666666, | |
| "eval_loss": 0.21475937962532043, | |
| "eval_runtime": 6.3087, | |
| "eval_samples_per_second": 594.418, | |
| "eval_steps_per_second": 9.352, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.09947868436574936, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.0232, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9482666666666667, | |
| "eval_loss": 0.19367633759975433, | |
| "eval_runtime": 6.2132, | |
| "eval_samples_per_second": 603.553, | |
| "eval_steps_per_second": 9.496, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.02825181558728218, | |
| "learning_rate": 0.0, | |
| "loss": 0.0062, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9490666666666666, | |
| "eval_loss": 0.1933719962835312, | |
| "eval_runtime": 6.1685, | |
| "eval_samples_per_second": 607.926, | |
| "eval_steps_per_second": 9.565, | |
| "step": 1332 | |
| } | |
| ], | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |