{ "best_metric": 0.9074666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0577/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 67.03459930419922, "learning_rate": 9.337967438338007e-05, "loss": 1.0915, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8002666666666667, "eval_loss": 0.6531761884689331, "eval_runtime": 5.9755, "eval_samples_per_second": 627.566, "eval_steps_per_second": 9.874, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.16869625449180603, "learning_rate": 7.513604728193609e-05, "loss": 0.3878, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8504, "eval_loss": 0.5080835223197937, "eval_runtime": 6.2251, "eval_samples_per_second": 602.402, "eval_steps_per_second": 9.478, "step": 666 }, { "epoch": 3.0, "grad_norm": 12.682330131530762, "learning_rate": 5.015723661038683e-05, "loss": 0.1838, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8637333333333334, "eval_loss": 0.49555304646492004, "eval_runtime": 7.9343, "eval_samples_per_second": 472.631, "eval_steps_per_second": 7.436, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.5212671756744385, "learning_rate": 2.5136294516063797e-05, "loss": 0.0752, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8938666666666667, "eval_loss": 0.411973237991333, "eval_runtime": 5.9895, "eval_samples_per_second": 626.095, "eval_steps_per_second": 9.851, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.00818237941712141, "learning_rate": 6.777562227006756e-06, "loss": 0.0215, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9072, "eval_loss": 0.3801559805870056, "eval_runtime": 6.2863, "eval_samples_per_second": 596.532, "eval_steps_per_second": 9.385, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.03539607673883438, "learning_rate": 2.472341277037771e-10, "loss": 0.0047, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9074666666666666, "eval_loss": 0.3711174428462982, "eval_runtime": 6.6808, "eval_samples_per_second": 561.311, "eval_steps_per_second": 8.831, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }