{ "best_metric": 0.021338362246751785, "best_model_checkpoint": "/workspace/training_output/age-gender-vit-large-patch16-224-in21k-v2/checkpoint-9788", "epoch": 5.0, "eval_steps": 500, "global_step": 12235, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2, "learning_rate": 1.918267266040049e-05, "loss": 0.3012, "step": 500 }, { "epoch": 0.41, "learning_rate": 1.836534532080098e-05, "loss": 0.2093, "step": 1000 }, { "epoch": 0.61, "learning_rate": 1.7548017981201474e-05, "loss": 0.1836, "step": 1500 }, { "epoch": 0.82, "learning_rate": 1.6730690641601963e-05, "loss": 0.1758, "step": 2000 }, { "epoch": 1.0, "eval_accuracy": 0.9863925883034164, "eval_loss": 0.04839900881052017, "eval_runtime": 252.348, "eval_samples_per_second": 13.687, "eval_steps_per_second": 1.712, "step": 2447 }, { "epoch": 1.02, "learning_rate": 1.5913363302002453e-05, "loss": 0.157, "step": 2500 }, { "epoch": 1.23, "learning_rate": 1.5096035962402944e-05, "loss": 0.1331, "step": 3000 }, { "epoch": 1.43, "learning_rate": 1.4278708622803434e-05, "loss": 0.1351, "step": 3500 }, { "epoch": 1.63, "learning_rate": 1.3461381283203925e-05, "loss": 0.1333, "step": 4000 }, { "epoch": 1.84, "learning_rate": 1.2644053943604415e-05, "loss": 0.1123, "step": 4500 }, { "epoch": 2.0, "eval_accuracy": 0.980023161551824, "eval_loss": 0.0850570872426033, "eval_runtime": 231.2388, "eval_samples_per_second": 14.937, "eval_steps_per_second": 1.868, "step": 4894 }, { "epoch": 2.04, "learning_rate": 1.1826726604004906e-05, "loss": 0.1151, "step": 5000 }, { "epoch": 2.25, "learning_rate": 1.1009399264405396e-05, "loss": 0.0985, "step": 5500 }, { "epoch": 2.45, "learning_rate": 1.0192071924805887e-05, "loss": 0.0941, "step": 6000 }, { "epoch": 2.66, "learning_rate": 9.374744585206375e-06, "loss": 0.1066, "step": 6500 }, { "epoch": 2.86, "learning_rate": 8.557417245606866e-06, "loss": 0.0922, "step": 7000 }, { "epoch": 3.0, "eval_accuracy": 0.9910248986682108, "eval_loss": 0.034099191427230835, "eval_runtime": 239.3405, "eval_samples_per_second": 14.431, "eval_steps_per_second": 1.805, "step": 7341 }, { "epoch": 3.06, "learning_rate": 7.740089906007356e-06, "loss": 0.091, "step": 7500 }, { "epoch": 3.27, "learning_rate": 6.922762566407847e-06, "loss": 0.0666, "step": 8000 }, { "epoch": 3.47, "learning_rate": 6.105435226808338e-06, "loss": 0.0667, "step": 8500 }, { "epoch": 3.68, "learning_rate": 5.288107887208827e-06, "loss": 0.0727, "step": 9000 }, { "epoch": 3.88, "learning_rate": 4.470780547609318e-06, "loss": 0.0592, "step": 9500 }, { "epoch": 4.0, "eval_accuracy": 0.9939200926462073, "eval_loss": 0.021338362246751785, "eval_runtime": 246.6506, "eval_samples_per_second": 14.004, "eval_steps_per_second": 1.751, "step": 9788 }, { "epoch": 4.09, "learning_rate": 3.6534532080098086e-06, "loss": 0.0646, "step": 10000 }, { "epoch": 4.29, "learning_rate": 2.8361258684102986e-06, "loss": 0.0601, "step": 10500 }, { "epoch": 4.5, "learning_rate": 2.018798528810789e-06, "loss": 0.0556, "step": 11000 }, { "epoch": 4.7, "learning_rate": 1.201471189211279e-06, "loss": 0.0506, "step": 11500 }, { "epoch": 4.9, "learning_rate": 3.841438496117696e-07, "loss": 0.053, "step": 12000 }, { "epoch": 5.0, "eval_accuracy": 0.9942096120440069, "eval_loss": 0.02587772160768509, "eval_runtime": 241.5304, "eval_samples_per_second": 14.3, "eval_steps_per_second": 1.789, "step": 12235 }, { "epoch": 5.0, "step": 12235, "total_flos": 2.6807470622410383e+19, "train_loss": 0.11058193139753197, "train_runtime": 9068.2818, "train_samples_per_second": 10.791, "train_steps_per_second": 1.349 } ], "logging_steps": 500, "max_steps": 12235, "num_train_epochs": 5, "save_steps": 500, "total_flos": 2.6807470622410383e+19, "trial_name": null, "trial_params": null }