| { |
| "best_metric": 0.9621333333333333, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0823/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": 24.741735458374023, |
| "learning_rate": 4.2857142857142856e-05, |
| "loss": 0.8287, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9434666666666667, |
| "eval_loss": 0.21757151186466217, |
| "eval_runtime": 4.9795, |
| "eval_samples_per_second": 753.088, |
| "eval_steps_per_second": 11.849, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.18840545415878296, |
| "learning_rate": 3.571428571428572e-05, |
| "loss": 0.0986, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9506666666666667, |
| "eval_loss": 0.1767864227294922, |
| "eval_runtime": 4.1455, |
| "eval_samples_per_second": 904.605, |
| "eval_steps_per_second": 14.232, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.732619047164917, |
| "learning_rate": 2.857142857142857e-05, |
| "loss": 0.0328, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9568, |
| "eval_loss": 0.15546172857284546, |
| "eval_runtime": 4.2125, |
| "eval_samples_per_second": 890.2, |
| "eval_steps_per_second": 14.006, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.055301353335380554, |
| "learning_rate": 2.1428571428571428e-05, |
| "loss": 0.0115, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9621333333333333, |
| "eval_loss": 0.1453685611486435, |
| "eval_runtime": 4.2343, |
| "eval_samples_per_second": 885.625, |
| "eval_steps_per_second": 13.934, |
| "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 |
| } |
|
|
