{ "best_metric": 0.8818666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0650/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 198.2068328857422, "learning_rate": 8.657457896300791e-05, "loss": 2.987, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6981333333333334, "eval_loss": 1.232658863067627, "eval_runtime": 7.5821, "eval_samples_per_second": 494.588, "eval_steps_per_second": 7.782, "step": 333 }, { "epoch": 2.0, "grad_norm": 94.85763549804688, "learning_rate": 7.681980515339464e-05, "loss": 0.8514, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8213333333333334, "eval_loss": 0.6262484788894653, "eval_runtime": 7.8911, "eval_samples_per_second": 475.22, "eval_steps_per_second": 7.477, "step": 666 }, { "epoch": 3.0, "grad_norm": 76.2540512084961, "learning_rate": 6.222075445642905e-05, "loss": 0.5285, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8592, "eval_loss": 0.47353848814964294, "eval_runtime": 7.768, "eval_samples_per_second": 482.751, "eval_steps_per_second": 7.595, "step": 999 }, { "epoch": 4.0, "grad_norm": 73.49557495117188, "learning_rate": 4.5e-05, "loss": 0.4025, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.4329341650009155, "eval_runtime": 7.6692, "eval_samples_per_second": 488.97, "eval_steps_per_second": 7.693, "step": 1332 }, { "epoch": 5.0, "grad_norm": 84.99456024169922, "learning_rate": 2.7779245543570963e-05, "loss": 0.3254, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8786666666666667, "eval_loss": 0.41132044792175293, "eval_runtime": 7.4479, "eval_samples_per_second": 503.495, "eval_steps_per_second": 7.922, "step": 1665 }, { "epoch": 6.0, "grad_norm": 151.67532348632812, "learning_rate": 1.3180194846605365e-05, "loss": 0.288, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.868, "eval_loss": 0.43155521154403687, "eval_runtime": 7.5313, "eval_samples_per_second": 497.92, "eval_steps_per_second": 7.834, "step": 1998 }, { "epoch": 7.0, "grad_norm": 55.87948989868164, "learning_rate": 3.425421036992097e-06, "loss": 0.2711, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8770666666666667, "eval_loss": 0.40467390418052673, "eval_runtime": 7.4512, "eval_samples_per_second": 503.275, "eval_steps_per_second": 7.918, "step": 2331 }, { "epoch": 8.0, "grad_norm": 92.61456298828125, "learning_rate": 0.0, "loss": 0.2601, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8818666666666667, "eval_loss": 0.3909488618373871, "eval_runtime": 7.9057, "eval_samples_per_second": 474.343, "eval_steps_per_second": 7.463, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }