| { | |
| "best_metric": 0.8717333333333334, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0649/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": 79.84327697753906, | |
| "learning_rate": 5.6e-05, | |
| "loss": 3.3392, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6618666666666667, | |
| "eval_loss": 2.021726131439209, | |
| "eval_runtime": 9.6239, | |
| "eval_samples_per_second": 389.657, | |
| "eval_steps_per_second": 6.131, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 63.79200744628906, | |
| "learning_rate": 4.2e-05, | |
| "loss": 1.0581, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8373333333333334, | |
| "eval_loss": 0.6312043070793152, | |
| "eval_runtime": 9.1493, | |
| "eval_samples_per_second": 409.866, | |
| "eval_steps_per_second": 6.449, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 63.71295928955078, | |
| "learning_rate": 2.8e-05, | |
| "loss": 0.5658, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8584, | |
| "eval_loss": 0.500495970249176, | |
| "eval_runtime": 9.0639, | |
| "eval_samples_per_second": 413.73, | |
| "eval_steps_per_second": 6.509, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 222.4241485595703, | |
| "learning_rate": 1.4e-05, | |
| "loss": 0.4358, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8690666666666667, | |
| "eval_loss": 0.444312185049057, | |
| "eval_runtime": 8.9802, | |
| "eval_samples_per_second": 417.587, | |
| "eval_steps_per_second": 6.57, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 154.5330352783203, | |
| "learning_rate": 0.0, | |
| "loss": 0.3845, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8717333333333334, | |
| "eval_loss": 0.4392085373401642, | |
| "eval_runtime": 8.8742, | |
| "eval_samples_per_second": 422.575, | |
| "eval_steps_per_second": 6.649, | |
| "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 | |
| } | |