| { |
| "best_metric": 0.9178666666666667, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0804/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": 0.46622008085250854, |
| "learning_rate": 0.00042677669529663686, |
| "loss": 0.8217, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8192, |
| "eval_loss": 0.6214337348937988, |
| "eval_runtime": 7.9278, |
| "eval_samples_per_second": 473.018, |
| "eval_steps_per_second": 7.442, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 13.362831115722656, |
| "learning_rate": 0.00025, |
| "loss": 0.3923, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8589333333333333, |
| "eval_loss": 0.4766516089439392, |
| "eval_runtime": 7.6275, |
| "eval_samples_per_second": 491.643, |
| "eval_steps_per_second": 7.735, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 11.082330703735352, |
| "learning_rate": 7.322330470336314e-05, |
| "loss": 0.1427, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9008, |
| "eval_loss": 0.343802809715271, |
| "eval_runtime": 7.3966, |
| "eval_samples_per_second": 506.986, |
| "eval_steps_per_second": 7.977, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.502587080001831, |
| "learning_rate": 0.0, |
| "loss": 0.0361, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9178666666666667, |
| "eval_loss": 0.2916589081287384, |
| "eval_runtime": 7.1947, |
| "eval_samples_per_second": 521.215, |
| "eval_steps_per_second": 8.2, |
| "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 |
| } |
|
|
