| { |
| "best_metric": 0.8482666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0092/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": 123.62455749511719, |
| "learning_rate": 8.140576474687264e-05, |
| "loss": 3.0021, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6749333333333334, |
| "eval_loss": 1.3384606838226318, |
| "eval_runtime": 7.9503, |
| "eval_samples_per_second": 471.682, |
| "eval_steps_per_second": 7.421, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 84.5896224975586, |
| "learning_rate": 5.890576474687264e-05, |
| "loss": 0.9116, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8050666666666667, |
| "eval_loss": 0.6513868570327759, |
| "eval_runtime": 7.8864, |
| "eval_samples_per_second": 475.501, |
| "eval_steps_per_second": 7.481, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 123.14508056640625, |
| "learning_rate": 3.1094235253127374e-05, |
| "loss": 0.5786, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8341333333333333, |
| "eval_loss": 0.5302331447601318, |
| "eval_runtime": 7.9715, |
| "eval_samples_per_second": 470.425, |
| "eval_steps_per_second": 7.401, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 85.92764282226562, |
| "learning_rate": 8.59423525312737e-06, |
| "loss": 0.4812, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8482666666666666, |
| "eval_loss": 0.5042679309844971, |
| "eval_runtime": 7.9017, |
| "eval_samples_per_second": 474.581, |
| "eval_steps_per_second": 7.467, |
| "step": 1332 |
| } |
| ], |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
