{ "best_metric": 0.875, "best_model_checkpoint": "convnext-tiny-224-drfx-surgery-classifier/checkpoint-28", "epoch": 10.0, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.375, "eval_loss": 0.7140131592750549, "eval_runtime": 0.1678, "eval_samples_per_second": 95.342, "eval_steps_per_second": 23.836, "step": 4 }, { "epoch": 2.0, "eval_accuracy": 0.5, "eval_loss": 0.6876102685928345, "eval_runtime": 0.2806, "eval_samples_per_second": 57.029, "eval_steps_per_second": 14.257, "step": 8 }, { "epoch": 2.5, "learning_rate": 4.166666666666667e-06, "loss": 0.7104, "step": 10 }, { "epoch": 3.0, "eval_accuracy": 0.625, "eval_loss": 0.6665950417518616, "eval_runtime": 0.1311, "eval_samples_per_second": 122.003, "eval_steps_per_second": 30.501, "step": 12 }, { "epoch": 4.0, "eval_accuracy": 0.6875, "eval_loss": 0.6494508981704712, "eval_runtime": 0.1354, "eval_samples_per_second": 118.202, "eval_steps_per_second": 29.55, "step": 16 }, { "epoch": 5.0, "learning_rate": 2.7777777777777783e-06, "loss": 0.6567, "step": 20 }, { "epoch": 5.0, "eval_accuracy": 0.75, "eval_loss": 0.6359503865242004, "eval_runtime": 0.1374, "eval_samples_per_second": 116.463, "eval_steps_per_second": 29.116, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.8125, "eval_loss": 0.6247015595436096, "eval_runtime": 0.139, "eval_samples_per_second": 115.068, "eval_steps_per_second": 28.767, "step": 24 }, { "epoch": 7.0, "eval_accuracy": 0.875, "eval_loss": 0.6159822940826416, "eval_runtime": 0.1357, "eval_samples_per_second": 117.933, "eval_steps_per_second": 29.483, "step": 28 }, { "epoch": 7.5, "learning_rate": 1.3888888888888892e-06, "loss": 0.6277, "step": 30 }, { "epoch": 8.0, "eval_accuracy": 0.875, "eval_loss": 0.6097759008407593, "eval_runtime": 0.1545, "eval_samples_per_second": 103.542, "eval_steps_per_second": 25.886, "step": 32 }, { "epoch": 9.0, "eval_accuracy": 0.875, "eval_loss": 0.6058341264724731, "eval_runtime": 0.1381, "eval_samples_per_second": 115.852, "eval_steps_per_second": 28.963, "step": 36 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.6122, "step": 40 }, { "epoch": 10.0, "eval_accuracy": 0.875, "eval_loss": 0.6043429374694824, "eval_runtime": 0.1712, "eval_samples_per_second": 93.452, "eval_steps_per_second": 23.363, "step": 40 }, { "epoch": 10.0, "step": 40, "total_flos": 1.583041221586944e+16, "train_loss": 0.6517677068710327, "train_runtime": 52.1182, "train_samples_per_second": 12.088, "train_steps_per_second": 0.767 } ], "max_steps": 40, "num_train_epochs": 10, "total_flos": 1.583041221586944e+16, "trial_name": null, "trial_params": null }