{ "best_metric": 0.8909333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0767/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 110.37844848632812, "learning_rate": 7e-05, "loss": 3.1508, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7018666666666666, "eval_loss": 1.3323915004730225, "eval_runtime": 8.5779, "eval_samples_per_second": 437.169, "eval_steps_per_second": 6.878, "step": 333 }, { "epoch": 2.0, "grad_norm": 131.10369873046875, "learning_rate": 7e-05, "loss": 0.8581, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8405333333333334, "eval_loss": 0.567375123500824, "eval_runtime": 8.5223, "eval_samples_per_second": 440.019, "eval_steps_per_second": 6.923, "step": 666 }, { "epoch": 3.0, "grad_norm": 207.48483276367188, "learning_rate": 7e-05, "loss": 0.4832, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8645333333333334, "eval_loss": 0.4532061219215393, "eval_runtime": 9.225, "eval_samples_per_second": 406.504, "eval_steps_per_second": 6.396, "step": 999 }, { "epoch": 4.0, "grad_norm": 56.98298645019531, "learning_rate": 7e-05, "loss": 0.3069, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8744, "eval_loss": 0.4230201244354248, "eval_runtime": 8.6304, "eval_samples_per_second": 434.51, "eval_steps_per_second": 6.836, "step": 1332 }, { "epoch": 5.0, "grad_norm": 69.74508666992188, "learning_rate": 7e-05, "loss": 0.2113, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8778666666666667, "eval_loss": 0.39584019780158997, "eval_runtime": 8.6424, "eval_samples_per_second": 433.908, "eval_steps_per_second": 6.827, "step": 1665 }, { "epoch": 6.0, "grad_norm": 159.8357696533203, "learning_rate": 7e-05, "loss": 0.1497, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8909333333333334, "eval_loss": 0.3842519223690033, "eval_runtime": 8.7364, "eval_samples_per_second": 429.238, "eval_steps_per_second": 6.753, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }