{ "best_metric": 0.9173333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0525/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": 2.2545045045045048e-05, "loss": 0.8568, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8736, "eval_loss": 0.39563167095184326, "eval_runtime": 7.409, "eval_samples_per_second": 506.14, "eval_steps_per_second": 7.963, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.5404953956604004, "learning_rate": 1.5045045045045047e-05, "loss": 0.2197, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8957333333333334, "eval_loss": 0.3346867859363556, "eval_runtime": 6.8688, "eval_samples_per_second": 545.948, "eval_steps_per_second": 8.59, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.04075152426958084, "learning_rate": 7.545045045045046e-06, "loss": 0.0888, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9053333333333333, "eval_loss": 0.31003132462501526, "eval_runtime": 6.2558, "eval_samples_per_second": 599.441, "eval_steps_per_second": 9.431, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.10492545366287231, "learning_rate": 4.504504504504505e-08, "loss": 0.0351, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9173333333333333, "eval_loss": 0.289864182472229, "eval_runtime": 6.2886, "eval_samples_per_second": 596.317, "eval_steps_per_second": 9.382, "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 }