| { |
| "best_metric": 0.94, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0419/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": 1.016046166419983, |
| "learning_rate": 2.7135254915624213e-05, |
| "loss": 1.2193, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9154666666666667, |
| "eval_loss": 0.326381653547287, |
| "eval_runtime": 12.4964, |
| "eval_samples_per_second": 300.087, |
| "eval_steps_per_second": 4.721, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.349137544631958, |
| "learning_rate": 1.963525491562421e-05, |
| "loss": 0.1962, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9285333333333333, |
| "eval_loss": 0.2511693239212036, |
| "eval_runtime": 12.3564, |
| "eval_samples_per_second": 303.487, |
| "eval_steps_per_second": 4.775, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.30435529351234436, |
| "learning_rate": 1.036474508437579e-05, |
| "loss": 0.0748, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9376, |
| "eval_loss": 0.2183314561843872, |
| "eval_runtime": 12.401, |
| "eval_samples_per_second": 302.396, |
| "eval_steps_per_second": 4.758, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 5.173588275909424, |
| "learning_rate": 2.86474508437579e-06, |
| "loss": 0.0336, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.94, |
| "eval_loss": 0.21927568316459656, |
| "eval_runtime": 12.1673, |
| "eval_samples_per_second": 308.203, |
| "eval_steps_per_second": 4.849, |
| "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 |
| } |
|
|
