{ "best_metric": 0.8778666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0070/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": Infinity, "learning_rate": 3e-05, "loss": 2.1533, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7656, "eval_loss": 1.0234559774398804, "eval_runtime": 10.9045, "eval_samples_per_second": 343.896, "eval_steps_per_second": 5.411, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.7424, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8341333333333333, "eval_loss": 0.6377145051956177, "eval_runtime": 10.8855, "eval_samples_per_second": 344.495, "eval_steps_per_second": 5.42, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.001697063446045, "learning_rate": 3e-05, "loss": 0.4653, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8472, "eval_loss": 0.5499957203865051, "eval_runtime": 10.7847, "eval_samples_per_second": 347.716, "eval_steps_per_second": 5.471, "step": 999 }, { "epoch": 4.0, "grad_norm": 37.45606231689453, "learning_rate": 3e-05, "loss": 0.3264, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8613333333333333, "eval_loss": 0.474644273519516, "eval_runtime": 10.7095, "eval_samples_per_second": 350.156, "eval_steps_per_second": 5.509, "step": 1332 }, { "epoch": 5.0, "grad_norm": 17.502492904663086, "learning_rate": 3e-05, "loss": 0.2458, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8709333333333333, "eval_loss": 0.4316202998161316, "eval_runtime": 10.6568, "eval_samples_per_second": 351.889, "eval_steps_per_second": 5.536, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.3035983741283417, "learning_rate": 3e-05, "loss": 0.18, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8752, "eval_loss": 0.4324495494365692, "eval_runtime": 11.2491, "eval_samples_per_second": 333.359, "eval_steps_per_second": 5.245, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.3797539472579956, "learning_rate": 3e-05, "loss": 0.1469, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8778666666666667, "eval_loss": 0.42924174666404724, "eval_runtime": 10.7996, "eval_samples_per_second": 347.236, "eval_steps_per_second": 5.463, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }