{ "best_metric": 0.9075907590759076, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-lungs-disease/checkpoint-105", "epoch": 4.883720930232558, "eval_steps": 500, "global_step": 105, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.47, "grad_norm": 6.489995002746582, "learning_rate": 4.545454545454546e-05, "loss": 1.4339, "step": 10 }, { "epoch": 0.93, "grad_norm": 6.888110637664795, "learning_rate": 4.5212765957446815e-05, "loss": 0.814, "step": 20 }, { "epoch": 0.98, "eval_accuracy": 0.7491749174917491, "eval_loss": 0.5313370227813721, "eval_runtime": 66.4067, "eval_samples_per_second": 4.563, "eval_steps_per_second": 0.151, "step": 21 }, { "epoch": 1.4, "grad_norm": 15.805723190307617, "learning_rate": 3.9893617021276594e-05, "loss": 0.5569, "step": 30 }, { "epoch": 1.86, "grad_norm": 13.49924087524414, "learning_rate": 3.4574468085106386e-05, "loss": 0.4444, "step": 40 }, { "epoch": 2.0, "eval_accuracy": 0.8910891089108911, "eval_loss": 0.3199963867664337, "eval_runtime": 66.8668, "eval_samples_per_second": 4.531, "eval_steps_per_second": 0.15, "step": 43 }, { "epoch": 2.33, "grad_norm": 8.2146577835083, "learning_rate": 2.925531914893617e-05, "loss": 0.3767, "step": 50 }, { "epoch": 2.79, "grad_norm": 12.676996231079102, "learning_rate": 2.393617021276596e-05, "loss": 0.3322, "step": 60 }, { "epoch": 2.98, "eval_accuracy": 0.8910891089108911, "eval_loss": 0.31477591395378113, "eval_runtime": 66.222, "eval_samples_per_second": 4.576, "eval_steps_per_second": 0.151, "step": 64 }, { "epoch": 3.26, "grad_norm": 9.924786567687988, "learning_rate": 1.8617021276595745e-05, "loss": 0.2842, "step": 70 }, { "epoch": 3.72, "grad_norm": 8.528675079345703, "learning_rate": 1.3297872340425532e-05, "loss": 0.2975, "step": 80 }, { "epoch": 4.0, "eval_accuracy": 0.8976897689768977, "eval_loss": 0.28364694118499756, "eval_runtime": 66.122, "eval_samples_per_second": 4.582, "eval_steps_per_second": 0.151, "step": 86 }, { "epoch": 4.19, "grad_norm": 16.571998596191406, "learning_rate": 7.97872340425532e-06, "loss": 0.2764, "step": 90 }, { "epoch": 4.65, "grad_norm": 6.849820613861084, "learning_rate": 2.6595744680851065e-06, "loss": 0.254, "step": 100 }, { "epoch": 4.88, "eval_accuracy": 0.9075907590759076, "eval_loss": 0.24336053431034088, "eval_runtime": 66.2106, "eval_samples_per_second": 4.576, "eval_steps_per_second": 0.151, "step": 105 }, { "epoch": 4.88, "step": 105, "total_flos": 3.313083915385897e+17, "train_loss": 0.4951313120978219, "train_runtime": 9028.2693, "train_samples_per_second": 1.509, "train_steps_per_second": 0.012 } ], "logging_steps": 10, "max_steps": 105, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 3.313083915385897e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }