{ "best_metric": 0.9333333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0224/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": 6.006006006006006e-05, "loss": 0.7145, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8658666666666667, "eval_loss": 0.45127323269844055, "eval_runtime": 4.0524, "eval_samples_per_second": 925.378, "eval_steps_per_second": 14.559, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5.009009009009009e-05, "loss": 0.1923, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8930666666666667, "eval_loss": 0.3910045623779297, "eval_runtime": 4.0245, "eval_samples_per_second": 931.799, "eval_steps_per_second": 14.66, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.6432070732116699, "learning_rate": 4.009009009009009e-05, "loss": 0.0751, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8968, "eval_loss": 0.39542651176452637, "eval_runtime": 4.8455, "eval_samples_per_second": 773.911, "eval_steps_per_second": 12.176, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.5810712575912476, "learning_rate": 3.0090090090090087e-05, "loss": 0.0328, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9069333333333334, "eval_loss": 0.3686295449733734, "eval_runtime": 4.1617, "eval_samples_per_second": 901.075, "eval_steps_per_second": 14.177, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0017875133780762553, "learning_rate": 2.009009009009009e-05, "loss": 0.0102, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.916, "eval_loss": 0.34997624158859253, "eval_runtime": 4.0626, "eval_samples_per_second": 923.063, "eval_steps_per_second": 14.523, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0006678011850453913, "learning_rate": 1.0090090090090088e-05, "loss": 0.0014, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9325333333333333, "eval_loss": 0.3092302083969116, "eval_runtime": 4.0556, "eval_samples_per_second": 924.657, "eval_steps_per_second": 14.548, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.008986072614789009, "learning_rate": 9.009009009009008e-08, "loss": 0.0002, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9333333333333333, "eval_loss": 0.2946105897426605, "eval_runtime": 4.0867, "eval_samples_per_second": 917.611, "eval_steps_per_second": 14.437, "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 }