{ "best_metric": 0.9082397003745318, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-respirator/checkpoint-111", "epoch": 2.980132450331126, "global_step": 111, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.26, "learning_rate": 4.166666666666667e-05, "loss": 1.067, "step": 10 }, { "epoch": 0.53, "learning_rate": 4.595959595959596e-05, "loss": 0.8699, "step": 20 }, { "epoch": 0.79, "learning_rate": 4.0909090909090915e-05, "loss": 0.7038, "step": 30 }, { "epoch": 0.98, "eval_accuracy": 0.8539325842696629, "eval_loss": 0.3738343119621277, "eval_runtime": 4.0116, "eval_samples_per_second": 133.113, "eval_steps_per_second": 4.238, "step": 37 }, { "epoch": 1.08, "learning_rate": 3.5858585858585855e-05, "loss": 0.6459, "step": 40 }, { "epoch": 1.34, "learning_rate": 3.080808080808081e-05, "loss": 0.5661, "step": 50 }, { "epoch": 1.61, "learning_rate": 2.575757575757576e-05, "loss": 0.545, "step": 60 }, { "epoch": 1.87, "learning_rate": 2.070707070707071e-05, "loss": 0.5405, "step": 70 }, { "epoch": 1.98, "eval_accuracy": 0.897003745318352, "eval_loss": 0.23923569917678833, "eval_runtime": 4.1989, "eval_samples_per_second": 127.176, "eval_steps_per_second": 4.049, "step": 74 }, { "epoch": 2.16, "learning_rate": 1.565656565656566e-05, "loss": 0.5486, "step": 80 }, { "epoch": 2.42, "learning_rate": 1.0606060606060607e-05, "loss": 0.488, "step": 90 }, { "epoch": 2.69, "learning_rate": 5.555555555555556e-06, "loss": 0.4765, "step": 100 }, { "epoch": 2.95, "learning_rate": 5.050505050505052e-07, "loss": 0.5131, "step": 110 }, { "epoch": 2.98, "eval_accuracy": 0.9082397003745318, "eval_loss": 0.21235792338848114, "eval_runtime": 4.0046, "eval_samples_per_second": 133.348, "eval_steps_per_second": 4.245, "step": 111 }, { "epoch": 2.98, "step": 111, "total_flos": 3.565442684402565e+17, "train_loss": 0.6314978390126615, "train_runtime": 249.3898, "train_samples_per_second": 57.789, "train_steps_per_second": 0.445 } ], "max_steps": 111, "num_train_epochs": 3, "total_flos": 3.565442684402565e+17, "trial_name": null, "trial_params": null }