{ "best_metric": 0.8504, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0152/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": 8.279708862304688, "learning_rate": 0.0001, "loss": 0.9215, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8234666666666667, "eval_loss": 0.5988464951515198, "eval_runtime": 6.2942, "eval_samples_per_second": 595.786, "eval_steps_per_second": 9.374, "step": 333 }, { "epoch": 2.0, "grad_norm": 19.87040138244629, "learning_rate": 0.0001, "loss": 0.3232, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8466666666666667, "eval_loss": 0.5220139622688293, "eval_runtime": 5.6931, "eval_samples_per_second": 658.696, "eval_steps_per_second": 10.363, "step": 666 }, { "epoch": 3.0, "grad_norm": 42.802978515625, "learning_rate": 0.0001, "loss": 0.2072, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8312, "eval_loss": 0.6381388306617737, "eval_runtime": 5.6233, "eval_samples_per_second": 666.873, "eval_steps_per_second": 10.492, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.009944419376552105, "learning_rate": 0.0001, "loss": 0.1648, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8504, "eval_loss": 0.5746303200721741, "eval_runtime": 6.081, "eval_samples_per_second": 616.675, "eval_steps_per_second": 9.702, "step": 1332 } ], "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }