| { |
| "best_metric": 0.8234666666666667, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0365/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": 5.025415897369385, |
| "learning_rate": 0.0005, |
| "loss": 0.9532, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8122666666666667, |
| "eval_loss": 0.639671266078949, |
| "eval_runtime": 6.8616, |
| "eval_samples_per_second": 546.516, |
| "eval_steps_per_second": 8.599, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 19.303468704223633, |
| "learning_rate": 0.0005, |
| "loss": 0.525, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7816, |
| "eval_loss": 0.7548658847808838, |
| "eval_runtime": 6.8428, |
| "eval_samples_per_second": 548.021, |
| "eval_steps_per_second": 8.622, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 4.139071941375732, |
| "learning_rate": 0.0005, |
| "loss": 0.4208, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7864, |
| "eval_loss": 0.7593308687210083, |
| "eval_runtime": 7.2123, |
| "eval_samples_per_second": 519.943, |
| "eval_steps_per_second": 8.18, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.03287206217646599, |
| "learning_rate": 0.0005, |
| "loss": 0.3506, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8234666666666667, |
| "eval_loss": 0.6336950659751892, |
| "eval_runtime": 6.8764, |
| "eval_samples_per_second": 545.342, |
| "eval_steps_per_second": 8.58, |
| "step": 1332 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1665, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "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 |
| } |
|
|