| { |
| "best_metric": 0.8842666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0190/checkpoints/checkpoint-1665", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 1665, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 295.95098876953125, |
| "learning_rate": 8.397114317029975e-05, |
| "loss": 2.8394, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7442666666666666, |
| "eval_loss": 1.0247621536254883, |
| "eval_runtime": 13.7657, |
| "eval_samples_per_second": 272.416, |
| "eval_steps_per_second": 4.286, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 77.05818176269531, |
| "learning_rate": 6.75e-05, |
| "loss": 0.7514, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8408, |
| "eval_loss": 0.5286438465118408, |
| "eval_runtime": 13.436, |
| "eval_samples_per_second": 279.102, |
| "eval_steps_per_second": 4.391, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 46.172672271728516, |
| "learning_rate": 4.5e-05, |
| "loss": 0.4629, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8714666666666666, |
| "eval_loss": 0.40172266960144043, |
| "eval_runtime": 13.5657, |
| "eval_samples_per_second": 276.433, |
| "eval_steps_per_second": 4.349, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 197.79446411132812, |
| "learning_rate": 2.250000000000001e-05, |
| "loss": 0.3562, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8738666666666667, |
| "eval_loss": 0.39912110567092896, |
| "eval_runtime": 13.4985, |
| "eval_samples_per_second": 277.809, |
| "eval_steps_per_second": 4.371, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 99.44869232177734, |
| "learning_rate": 6.028856829700258e-06, |
| "loss": 0.298, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8842666666666666, |
| "eval_loss": 0.37280866503715515, |
| "eval_runtime": 13.3999, |
| "eval_samples_per_second": 279.853, |
| "eval_steps_per_second": 4.403, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1998, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 6, |
| "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": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|