| { |
| "best_metric": 0.8098666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0918/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": 210.45913696289062, |
| "learning_rate": 7.500000000000001e-05, |
| "loss": 3.0033, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6613333333333333, |
| "eval_loss": 1.3578413724899292, |
| "eval_runtime": 5.4287, |
| "eval_samples_per_second": 690.775, |
| "eval_steps_per_second": 10.868, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 141.98834228515625, |
| "learning_rate": 5e-05, |
| "loss": 0.9903, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7776, |
| "eval_loss": 0.7415675520896912, |
| "eval_runtime": 5.5448, |
| "eval_samples_per_second": 676.315, |
| "eval_steps_per_second": 10.641, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 135.34828186035156, |
| "learning_rate": 2.5e-05, |
| "loss": 0.6598, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8013333333333333, |
| "eval_loss": 0.6401563882827759, |
| "eval_runtime": 5.38, |
| "eval_samples_per_second": 697.031, |
| "eval_steps_per_second": 10.967, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 127.79606628417969, |
| "learning_rate": 0.0, |
| "loss": 0.5641, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8098666666666666, |
| "eval_loss": 0.6109963655471802, |
| "eval_runtime": 5.3794, |
| "eval_samples_per_second": 697.104, |
| "eval_steps_per_second": 10.968, |
| "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 |
| } |
|
|