{ "best_metric": 0.8589333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0169/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": 54.08475112915039, "learning_rate": 7e-05, "loss": 0.9234, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8261333333333334, "eval_loss": 0.5515466928482056, "eval_runtime": 13.0665, "eval_samples_per_second": 286.994, "eval_steps_per_second": 4.515, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.7669558525085449, "learning_rate": 7e-05, "loss": 0.3312, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8549333333333333, "eval_loss": 0.4651758372783661, "eval_runtime": 13.1434, "eval_samples_per_second": 285.313, "eval_steps_per_second": 4.489, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.1093295812606812, "learning_rate": 7e-05, "loss": 0.2102, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8581333333333333, "eval_loss": 0.49056321382522583, "eval_runtime": 13.1903, "eval_samples_per_second": 284.3, "eval_steps_per_second": 4.473, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.1505, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8589333333333333, "eval_loss": 0.5096278786659241, "eval_runtime": 13.1211, "eval_samples_per_second": 285.799, "eval_steps_per_second": 4.497, "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 }