| { |
| "best_metric": 0.6282666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0037/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": 149.07827758789062, |
| "learning_rate": 2.5606601717798212e-05, |
| "loss": 3.8284, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.388, |
| "eval_loss": 3.661407470703125, |
| "eval_runtime": 15.1064, |
| "eval_samples_per_second": 248.238, |
| "eval_steps_per_second": 3.906, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 70.4168701171875, |
| "learning_rate": 1.5e-05, |
| "loss": 3.2417, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.5637333333333333, |
| "eval_loss": 2.854433298110962, |
| "eval_runtime": 15.421, |
| "eval_samples_per_second": 243.175, |
| "eval_steps_per_second": 3.826, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 76.73231506347656, |
| "learning_rate": 4.393398282201788e-06, |
| "loss": 2.4943, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6245333333333334, |
| "eval_loss": 2.335731267929077, |
| "eval_runtime": 15.307, |
| "eval_samples_per_second": 244.987, |
| "eval_steps_per_second": 3.854, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 74.37420654296875, |
| "learning_rate": 0.0, |
| "loss": 2.1752, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6282666666666666, |
| "eval_loss": 2.161036491394043, |
| "eval_runtime": 15.5529, |
| "eval_samples_per_second": 241.113, |
| "eval_steps_per_second": 3.794, |
| "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": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|