| { |
| "best_metric": 0.8781333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0692/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": 30.032203674316406, |
| "learning_rate": 0.0005, |
| "loss": 1.363, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8293333333333334, |
| "eval_loss": 0.5266485810279846, |
| "eval_runtime": 7.6984, |
| "eval_samples_per_second": 487.114, |
| "eval_steps_per_second": 7.664, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 21.38313865661621, |
| "learning_rate": 0.0005, |
| "loss": 0.4428, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8589333333333333, |
| "eval_loss": 0.4712671637535095, |
| "eval_runtime": 7.6524, |
| "eval_samples_per_second": 490.043, |
| "eval_steps_per_second": 7.71, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 29.15240478515625, |
| "learning_rate": 0.0005, |
| "loss": 0.2546, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8757333333333334, |
| "eval_loss": 0.4226684868335724, |
| "eval_runtime": 7.7751, |
| "eval_samples_per_second": 482.31, |
| "eval_steps_per_second": 7.588, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 21.309072494506836, |
| "learning_rate": 0.0005, |
| "loss": 0.1597, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8781333333333333, |
| "eval_loss": 0.43215084075927734, |
| "eval_runtime": 7.8596, |
| "eval_samples_per_second": 477.121, |
| "eval_steps_per_second": 7.507, |
| "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 |
| } |
|
|
