| { |
| "best_metric": 0.8722666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0708/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": 110.88934326171875, |
| "learning_rate": 8.535533905932738e-05, |
| "loss": 2.6888, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7592, |
| "eval_loss": 0.9845567941665649, |
| "eval_runtime": 8.6562, |
| "eval_samples_per_second": 433.213, |
| "eval_steps_per_second": 6.816, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 172.0331573486328, |
| "learning_rate": 5e-05, |
| "loss": 0.7032, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8450666666666666, |
| "eval_loss": 0.5583392977714539, |
| "eval_runtime": 8.9402, |
| "eval_samples_per_second": 419.453, |
| "eval_steps_per_second": 6.599, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 106.87442779541016, |
| "learning_rate": 1.4644660940672627e-05, |
| "loss": 0.4609, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8690666666666667, |
| "eval_loss": 0.4591585695743561, |
| "eval_runtime": 8.9278, |
| "eval_samples_per_second": 420.036, |
| "eval_steps_per_second": 6.609, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 432.0782165527344, |
| "learning_rate": 0.0, |
| "loss": 0.4027, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8722666666666666, |
| "eval_loss": 0.4440256655216217, |
| "eval_runtime": 8.9272, |
| "eval_samples_per_second": 420.063, |
| "eval_steps_per_second": 6.609, |
| "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 |
| } |
|
|
