| { |
| "best_metric": 0.8933333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0476/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": 57.249813079833984, |
| "learning_rate": 9e-05, |
| "loss": 2.9066, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.72, |
| "eval_loss": 1.0608433485031128, |
| "eval_runtime": 8.7542, |
| "eval_samples_per_second": 428.364, |
| "eval_steps_per_second": 6.74, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 133.57400512695312, |
| "learning_rate": 9e-05, |
| "loss": 0.7616, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8410666666666666, |
| "eval_loss": 0.5496656894683838, |
| "eval_runtime": 8.2579, |
| "eval_samples_per_second": 454.11, |
| "eval_steps_per_second": 7.145, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 106.07511901855469, |
| "learning_rate": 9e-05, |
| "loss": 0.4586, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8730666666666667, |
| "eval_loss": 0.42769742012023926, |
| "eval_runtime": 8.845, |
| "eval_samples_per_second": 423.968, |
| "eval_steps_per_second": 6.67, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 87.30406188964844, |
| "learning_rate": 9e-05, |
| "loss": 0.3229, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.884, |
| "eval_loss": 0.38104259967803955, |
| "eval_runtime": 8.7397, |
| "eval_samples_per_second": 429.075, |
| "eval_steps_per_second": 6.751, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 151.7662353515625, |
| "learning_rate": 9e-05, |
| "loss": 0.2442, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8933333333333333, |
| "eval_loss": 0.37900856137275696, |
| "eval_runtime": 8.6874, |
| "eval_samples_per_second": 431.661, |
| "eval_steps_per_second": 6.791, |
| "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 |
| } |
|
|
