| { | |
| "best_metric": 0.8664, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0553/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": 107.3782958984375, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 2.6457, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7618666666666667, | |
| "eval_loss": 0.8430648446083069, | |
| "eval_runtime": 7.4358, | |
| "eval_samples_per_second": 504.314, | |
| "eval_steps_per_second": 7.935, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 212.1082000732422, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 0.6262, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8405333333333334, | |
| "eval_loss": 0.4976828694343567, | |
| "eval_runtime": 7.3802, | |
| "eval_samples_per_second": 508.117, | |
| "eval_steps_per_second": 7.994, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 166.0201416015625, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 0.4162, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8624, | |
| "eval_loss": 0.4197632074356079, | |
| "eval_runtime": 7.4183, | |
| "eval_samples_per_second": 505.505, | |
| "eval_steps_per_second": 7.953, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 101.05976104736328, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 0.3245, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8664, | |
| "eval_loss": 0.39429688453674316, | |
| "eval_runtime": 7.5507, | |
| "eval_samples_per_second": 496.645, | |
| "eval_steps_per_second": 7.814, | |
| "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 | |
| } | |