| { |
| "best_metric": 0.8557333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0367/checkpoints/checkpoint-2331", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2331, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 103.17560577392578, |
| "learning_rate": 6.653391037658466e-05, |
| "loss": 3.4102, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5634666666666667, |
| "eval_loss": 1.9522404670715332, |
| "eval_runtime": 13.1551, |
| "eval_samples_per_second": 285.061, |
| "eval_steps_per_second": 4.485, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 131.11557006835938, |
| "learning_rate": 5.682214306505567e-05, |
| "loss": 1.144, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7970666666666667, |
| "eval_loss": 0.7198318243026733, |
| "eval_runtime": 13.2252, |
| "eval_samples_per_second": 283.549, |
| "eval_steps_per_second": 4.461, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 91.01720428466797, |
| "learning_rate": 4.2788232688471e-05, |
| "loss": 0.6579, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8341333333333333, |
| "eval_loss": 0.5647615790367126, |
| "eval_runtime": 13.1647, |
| "eval_samples_per_second": 284.853, |
| "eval_steps_per_second": 4.482, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 85.84105682373047, |
| "learning_rate": 2.7211767311528996e-05, |
| "loss": 0.52, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8493333333333334, |
| "eval_loss": 0.49526938796043396, |
| "eval_runtime": 13.2338, |
| "eval_samples_per_second": 283.366, |
| "eval_steps_per_second": 4.458, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 127.80591583251953, |
| "learning_rate": 1.3177856934944328e-05, |
| "loss": 0.455, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8554666666666667, |
| "eval_loss": 0.49106231331825256, |
| "eval_runtime": 13.1668, |
| "eval_samples_per_second": 284.806, |
| "eval_steps_per_second": 4.481, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 71.15036010742188, |
| "learning_rate": 3.4660896234153336e-06, |
| "loss": 0.4087, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8552, |
| "eval_loss": 0.46839573979377747, |
| "eval_runtime": 14.4405, |
| "eval_samples_per_second": 259.687, |
| "eval_steps_per_second": 4.086, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 150.55902099609375, |
| "learning_rate": 0.0, |
| "loss": 0.3974, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8557333333333333, |
| "eval_loss": 0.48331770300865173, |
| "eval_runtime": 14.0288, |
| "eval_samples_per_second": 267.307, |
| "eval_steps_per_second": 4.206, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2331, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|