| { | |
| "best_metric": 0.9378666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0381/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": 0.6367744207382202, | |
| "learning_rate": 0.0001, | |
| "loss": 0.5991, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9354666666666667, | |
| "eval_loss": 0.23996350169181824, | |
| "eval_runtime": 7.3342, | |
| "eval_samples_per_second": 511.302, | |
| "eval_steps_per_second": 8.044, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.16909027099609375, | |
| "learning_rate": 0.0001, | |
| "loss": 0.135, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.936, | |
| "eval_loss": 0.2288711965084076, | |
| "eval_runtime": 7.4825, | |
| "eval_samples_per_second": 501.17, | |
| "eval_steps_per_second": 7.885, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.035732779651880264, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0793, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9378666666666666, | |
| "eval_loss": 0.23559844493865967, | |
| "eval_runtime": 7.422, | |
| "eval_samples_per_second": 505.252, | |
| "eval_steps_per_second": 7.949, | |
| "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 | |
| } | |