| { |
| "best_metric": 0.9496, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0384/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": 0.47445398569107056, |
| "learning_rate": 7.681980515339464e-05, |
| "loss": 0.6321, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.928, |
| "eval_loss": 0.27141353487968445, |
| "eval_runtime": 11.1623, |
| "eval_samples_per_second": 335.953, |
| "eval_steps_per_second": 5.286, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.14913836121559143, |
| "learning_rate": 4.510613478854492e-05, |
| "loss": 0.1235, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.936, |
| "eval_loss": 0.22326555848121643, |
| "eval_runtime": 11.1101, |
| "eval_samples_per_second": 337.53, |
| "eval_steps_per_second": 5.31, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.12390793114900589, |
| "learning_rate": 1.3255331978432106e-05, |
| "loss": 0.0378, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9453333333333334, |
| "eval_loss": 0.20442190766334534, |
| "eval_runtime": 11.3968, |
| "eval_samples_per_second": 329.041, |
| "eval_steps_per_second": 5.177, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.1572747677564621, |
| "learning_rate": 1.2516232227643975e-10, |
| "loss": 0.0143, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9496, |
| "eval_loss": 0.18591313064098358, |
| "eval_runtime": 12.2933, |
| "eval_samples_per_second": 305.045, |
| "eval_steps_per_second": 4.799, |
| "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 |
| } |
|
|
