{ "best_metric": 0.8909333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0337/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": Infinity, "learning_rate": 9.334052586261965e-05, "loss": 1.8283, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7730666666666667, "eval_loss": 0.7727205157279968, "eval_runtime": 6.9658, "eval_samples_per_second": 538.348, "eval_steps_per_second": 8.47, "step": 333 }, { "epoch": 2.0, "grad_norm": 6.013731002807617, "learning_rate": 7.506805462938029e-05, "loss": 0.5714, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8354666666666667, "eval_loss": 0.5567204356193542, "eval_runtime": 6.4141, "eval_samples_per_second": 584.653, "eval_steps_per_second": 9.199, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.038102626800537, "learning_rate": 5.007861840237923e-05, "loss": 0.3258, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8512, "eval_loss": 0.49539095163345337, "eval_runtime": 6.2264, "eval_samples_per_second": 602.278, "eval_steps_per_second": 9.476, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.8748246431350708, "learning_rate": 2.506811643795042e-05, "loss": 0.1768, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8754666666666666, "eval_loss": 0.4280369281768799, "eval_runtime": 6.3982, "eval_samples_per_second": 586.1, "eval_steps_per_second": 9.221, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.5874670743942261, "learning_rate": 6.738092539759589e-06, "loss": 0.0854, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8842666666666666, "eval_loss": 0.38621997833251953, "eval_runtime": 6.5456, "eval_samples_per_second": 572.905, "eval_steps_per_second": 9.014, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.31816837191581726, "learning_rate": 6.180857012871855e-11, "loss": 0.0494, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8909333333333334, "eval_loss": 0.37343281507492065, "eval_runtime": 6.2799, "eval_samples_per_second": 597.143, "eval_steps_per_second": 9.395, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }