{ "best_metric": 0.9221333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0449/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": 0.008274860680103302, "learning_rate": 8.543862808774192e-05, "loss": 0.8905, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8232, "eval_loss": 0.563648521900177, "eval_runtime": 6.2395, "eval_samples_per_second": 601.01, "eval_steps_per_second": 9.456, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.8256599307060242, "learning_rate": 5.011792754282769e-05, "loss": 0.2643, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8786666666666667, "eval_loss": 0.4163367748260498, "eval_runtime": 6.0309, "eval_samples_per_second": 621.799, "eval_steps_per_second": 9.783, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7915435433387756, "learning_rate": 1.472814664270234e-05, "loss": 0.068, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.32017195224761963, "eval_runtime": 5.7444, "eval_samples_per_second": 652.811, "eval_steps_per_second": 10.271, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.013074562884867191, "learning_rate": 1.3906924697382196e-10, "loss": 0.0094, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9221333333333334, "eval_loss": 0.2844695746898651, "eval_runtime": 5.631, "eval_samples_per_second": 665.957, "eval_steps_per_second": 10.478, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }