{ "best_metric": 0.31306666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0338/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": 20.916240692138672, "learning_rate": 0.0003765015015015015, "loss": 3.6615, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.18186666666666668, "eval_loss": 3.175358772277832, "eval_runtime": 6.1138, "eval_samples_per_second": 613.366, "eval_steps_per_second": 9.65, "step": 333 }, { "epoch": 2.0, "grad_norm": 19.5365047454834, "learning_rate": 0.0002515015015015015, "loss": 3.061, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.22586666666666666, "eval_loss": 2.947298526763916, "eval_runtime": 6.0646, "eval_samples_per_second": 618.338, "eval_steps_per_second": 9.729, "step": 666 }, { "epoch": 3.0, "grad_norm": 19.697044372558594, "learning_rate": 0.0001265015015015015, "loss": 2.8023, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.2768, "eval_loss": 2.70515775680542, "eval_runtime": 6.0661, "eval_samples_per_second": 618.191, "eval_steps_per_second": 9.726, "step": 999 }, { "epoch": 4.0, "grad_norm": 10.719179153442383, "learning_rate": 1.5015015015015015e-06, "loss": 2.5308, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.31306666666666666, "eval_loss": 2.5244979858398438, "eval_runtime": 6.9597, "eval_samples_per_second": 538.82, "eval_steps_per_second": 8.477, "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 }