{ "best_metric": 0.9034666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0590/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": 41.67326736450195, "learning_rate": 0.00042857142857142855, "loss": 1.4047, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8298666666666666, "eval_loss": 0.571993350982666, "eval_runtime": 15.2502, "eval_samples_per_second": 245.898, "eval_steps_per_second": 3.869, "step": 333 }, { "epoch": 2.0, "grad_norm": 18.86758041381836, "learning_rate": 0.00035714285714285714, "loss": 0.4668, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8621333333333333, "eval_loss": 0.4690561890602112, "eval_runtime": 15.2675, "eval_samples_per_second": 245.62, "eval_steps_per_second": 3.864, "step": 666 }, { "epoch": 3.0, "grad_norm": 29.338115692138672, "learning_rate": 0.0002857142857142857, "loss": 0.2755, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8912, "eval_loss": 0.3981682360172272, "eval_runtime": 15.1981, "eval_samples_per_second": 246.742, "eval_steps_per_second": 3.882, "step": 999 }, { "epoch": 4.0, "grad_norm": 28.509403228759766, "learning_rate": 0.00021428571428571427, "loss": 0.1527, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8946666666666667, "eval_loss": 0.38306862115859985, "eval_runtime": 15.2625, "eval_samples_per_second": 245.701, "eval_steps_per_second": 3.866, "step": 1332 }, { "epoch": 5.0, "grad_norm": 35.28919982910156, "learning_rate": 0.00014285714285714284, "loss": 0.0965, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8970666666666667, "eval_loss": 0.383367657661438, "eval_runtime": 15.1632, "eval_samples_per_second": 247.309, "eval_steps_per_second": 3.891, "step": 1665 }, { "epoch": 6.0, "grad_norm": 53.91545104980469, "learning_rate": 7.142857142857142e-05, "loss": 0.0557, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9032, "eval_loss": 0.3702581524848938, "eval_runtime": 15.3141, "eval_samples_per_second": 244.873, "eval_steps_per_second": 3.853, "step": 1998 }, { "epoch": 7.0, "grad_norm": 30.892024993896484, "learning_rate": 0.0, "loss": 0.0357, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.3582104742527008, "eval_runtime": 15.2774, "eval_samples_per_second": 245.461, "eval_steps_per_second": 3.862, "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 }