{ "best_metric": 0.9170666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0229/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": 7.608119487762451, "learning_rate": 0.0002666666666666666, "loss": 0.6867, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8410666666666666, "eval_loss": 0.5290897488594055, "eval_runtime": 6.5915, "eval_samples_per_second": 568.917, "eval_steps_per_second": 8.951, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00023343343343343342, "loss": 0.3237, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8664, "eval_loss": 0.45978105068206787, "eval_runtime": 5.8218, "eval_samples_per_second": 644.132, "eval_steps_per_second": 10.134, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.614945888519287, "learning_rate": 0.00020010010010010007, "loss": 0.2072, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8810666666666667, "eval_loss": 0.41819220781326294, "eval_runtime": 6.3464, "eval_samples_per_second": 590.889, "eval_steps_per_second": 9.297, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.334083616733551, "learning_rate": 0.00016676676676676675, "loss": 0.1332, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8869333333333334, "eval_loss": 0.4150986075401306, "eval_runtime": 7.3794, "eval_samples_per_second": 508.174, "eval_steps_per_second": 7.995, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.11773234605789185, "learning_rate": 0.00013343343343343343, "loss": 0.0843, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.888, "eval_loss": 0.4493732750415802, "eval_runtime": 7.2152, "eval_samples_per_second": 519.733, "eval_steps_per_second": 8.177, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.5204492211341858, "learning_rate": 0.00010010010010010008, "loss": 0.0464, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8962666666666667, "eval_loss": 0.42368218302726746, "eval_runtime": 6.1702, "eval_samples_per_second": 607.763, "eval_steps_per_second": 9.562, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.012271203100681305, "learning_rate": 6.676676676676677e-05, "loss": 0.02, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9082666666666667, "eval_loss": 0.4151240289211273, "eval_runtime": 5.8563, "eval_samples_per_second": 640.338, "eval_steps_per_second": 10.075, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.006078313570469618, "learning_rate": 3.343343343343343e-05, "loss": 0.0066, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9170666666666667, "eval_loss": 0.37969592213630676, "eval_runtime": 5.7707, "eval_samples_per_second": 649.833, "eval_steps_per_second": 10.224, "step": 2664 } ], "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }