{ "best_metric": 0.9312, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0722/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.7712041139602661, "learning_rate": 3e-05, "loss": 1.1912, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9149333333333334, "eval_loss": 0.32942885160446167, "eval_runtime": 13.8888, "eval_samples_per_second": 270.002, "eval_steps_per_second": 4.248, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.4238669872283936, "learning_rate": 3e-05, "loss": 0.199, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9248, "eval_loss": 0.2652640640735626, "eval_runtime": 12.7069, "eval_samples_per_second": 295.115, "eval_steps_per_second": 4.643, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.8074430227279663, "learning_rate": 3e-05, "loss": 0.0993, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9258666666666666, "eval_loss": 0.2502594292163849, "eval_runtime": 13.5766, "eval_samples_per_second": 276.21, "eval_steps_per_second": 4.346, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.9440605640411377, "learning_rate": 3e-05, "loss": 0.0534, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9266666666666666, "eval_loss": 0.2529388666152954, "eval_runtime": 13.0594, "eval_samples_per_second": 287.149, "eval_steps_per_second": 4.518, "step": 1332 }, { "epoch": 5.0, "grad_norm": 4.117969512939453, "learning_rate": 3e-05, "loss": 0.0288, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9312, "eval_loss": 0.2654390037059784, "eval_runtime": 13.5108, "eval_samples_per_second": 277.556, "eval_steps_per_second": 4.367, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }