{ "best_metric": 0.8957333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0536/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 80.25953674316406, "learning_rate": 8.728616793536588e-05, "loss": 3.0062, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7, "eval_loss": 1.150546669960022, "eval_runtime": 15.7486, "eval_samples_per_second": 238.117, "eval_steps_per_second": 3.746, "step": 333 }, { "epoch": 2.0, "grad_norm": 153.71412658691406, "learning_rate": 7.947199994035401e-05, "loss": 0.8119, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8434666666666667, "eval_loss": 0.5453342199325562, "eval_runtime": 15.6579, "eval_samples_per_second": 239.495, "eval_steps_per_second": 3.768, "step": 666 }, { "epoch": 3.0, "grad_norm": 68.43222045898438, "learning_rate": 6.75e-05, "loss": 0.4949, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8616, "eval_loss": 0.47265660762786865, "eval_runtime": 15.6185, "eval_samples_per_second": 240.1, "eval_steps_per_second": 3.778, "step": 999 }, { "epoch": 4.0, "grad_norm": 117.41171264648438, "learning_rate": 5.2814167995011876e-05, "loss": 0.3766, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8717333333333334, "eval_loss": 0.44128191471099854, "eval_runtime": 15.6551, "eval_samples_per_second": 239.538, "eval_steps_per_second": 3.769, "step": 1332 }, { "epoch": 5.0, "grad_norm": 84.53934478759766, "learning_rate": 3.7185832004988136e-05, "loss": 0.3055, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8813333333333333, "eval_loss": 0.4071558713912964, "eval_runtime": 15.6475, "eval_samples_per_second": 239.654, "eval_steps_per_second": 3.771, "step": 1665 }, { "epoch": 6.0, "grad_norm": 72.11973571777344, "learning_rate": 2.250000000000001e-05, "loss": 0.2687, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8837333333333334, "eval_loss": 0.4111470580101013, "eval_runtime": 15.9745, "eval_samples_per_second": 234.75, "eval_steps_per_second": 3.693, "step": 1998 }, { "epoch": 7.0, "grad_norm": 51.82630920410156, "learning_rate": 1.0528000059645995e-05, "loss": 0.2313, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8898666666666667, "eval_loss": 0.4017169773578644, "eval_runtime": 15.6793, "eval_samples_per_second": 239.169, "eval_steps_per_second": 3.763, "step": 2331 }, { "epoch": 8.0, "grad_norm": 98.36753845214844, "learning_rate": 2.7138320646341257e-06, "loss": 0.2175, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8914666666666666, "eval_loss": 0.3698836863040924, "eval_runtime": 15.7842, "eval_samples_per_second": 237.579, "eval_steps_per_second": 3.738, "step": 2664 }, { "epoch": 9.0, "grad_norm": 87.48957824707031, "learning_rate": 0.0, "loss": 0.2158, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8957333333333334, "eval_loss": 0.3750994801521301, "eval_runtime": 15.8877, "eval_samples_per_second": 236.032, "eval_steps_per_second": 3.714, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 7.3587863155968e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }