| { |
| "best_metric": 0.8794666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0537/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": 78.32310485839844, |
| "learning_rate": 9e-05, |
| "loss": 2.9807, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7165333333333334, |
| "eval_loss": 1.193550944328308, |
| "eval_runtime": 15.4105, |
| "eval_samples_per_second": 243.34, |
| "eval_steps_per_second": 3.829, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 233.14247131347656, |
| "learning_rate": 9e-05, |
| "loss": 0.8332, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8277333333333333, |
| "eval_loss": 0.6076503992080688, |
| "eval_runtime": 15.5026, |
| "eval_samples_per_second": 241.895, |
| "eval_steps_per_second": 3.806, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 179.40504455566406, |
| "learning_rate": 9e-05, |
| "loss": 0.507, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8592, |
| "eval_loss": 0.4708832800388336, |
| "eval_runtime": 15.3195, |
| "eval_samples_per_second": 244.786, |
| "eval_steps_per_second": 3.851, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 121.13370513916016, |
| "learning_rate": 9e-05, |
| "loss": 0.3648, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8757333333333334, |
| "eval_loss": 0.4190102815628052, |
| "eval_runtime": 15.3813, |
| "eval_samples_per_second": 243.803, |
| "eval_steps_per_second": 3.836, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 50.28668212890625, |
| "learning_rate": 9e-05, |
| "loss": 0.2783, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8794666666666666, |
| "eval_loss": 0.40447503328323364, |
| "eval_runtime": 15.3746, |
| "eval_samples_per_second": 243.909, |
| "eval_steps_per_second": 3.838, |
| "step": 1665 |
| } |
| ], |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|