{ "best_metric": 0.8994666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0304/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "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": 3e-05, "loss": 0.8335, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.872, "eval_loss": 0.4301021695137024, "eval_runtime": 7.0214, "eval_samples_per_second": 534.081, "eval_steps_per_second": 8.403, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.7990753650665283, "learning_rate": 3e-05, "loss": 0.2235, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8882666666666666, "eval_loss": 0.39018714427948, "eval_runtime": 7.1024, "eval_samples_per_second": 527.99, "eval_steps_per_second": 8.307, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.072925090789795, "learning_rate": 3e-05, "loss": 0.1117, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8933333333333333, "eval_loss": 0.3855521082878113, "eval_runtime": 6.397, "eval_samples_per_second": 586.215, "eval_steps_per_second": 9.223, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.9043755531311035, "learning_rate": 3e-05, "loss": 0.0753, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8994666666666666, "eval_loss": 0.3963587284088135, "eval_runtime": 6.338, "eval_samples_per_second": 591.667, "eval_steps_per_second": 9.309, "step": 1332 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }