{ "best_metric": 0.9272, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0754/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": 0.4825332760810852, "learning_rate": 4.850126564054637e-05, "loss": 0.7521, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8781333333333333, "eval_loss": 0.4015870988368988, "eval_runtime": 11.9005, "eval_samples_per_second": 315.113, "eval_steps_per_second": 4.958, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.315068483352661, "learning_rate": 4.416794553834106e-05, "loss": 0.1905, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.39841556549072266, "eval_runtime": 11.8252, "eval_samples_per_second": 317.118, "eval_steps_per_second": 4.989, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.8009848594665527, "learning_rate": 3.7545362870758595e-05, "loss": 0.0794, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8864, "eval_loss": 0.42285624146461487, "eval_runtime": 11.8609, "eval_samples_per_second": 316.166, "eval_steps_per_second": 4.974, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.2681430578231812, "learning_rate": 2.9392810892864702e-05, "loss": 0.0364, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9018666666666667, "eval_loss": 0.39912649989128113, "eval_runtime": 11.8541, "eval_samples_per_second": 316.345, "eval_steps_per_second": 4.977, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.18273214995861053, "learning_rate": 2.0710421090307246e-05, "loss": 0.015, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9181333333333334, "eval_loss": 0.3560587167739868, "eval_runtime": 12.2842, "eval_samples_per_second": 305.269, "eval_steps_per_second": 4.803, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.04033947363495827, "learning_rate": 1.2545417811701016e-05, "loss": 0.0035, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9242666666666667, "eval_loss": 0.3286890387535095, "eval_runtime": 11.7827, "eval_samples_per_second": 318.262, "eval_steps_per_second": 5.007, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.002035548910498619, "learning_rate": 5.882620955060414e-06, "loss": 0.0008, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9272, "eval_loss": 0.3284943997859955, "eval_runtime": 11.888, "eval_samples_per_second": 315.443, "eval_steps_per_second": 4.963, "step": 2331 } ], "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }