{ "best_metric": 1.0, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-mobile-eye-tracking-dataset-v2/checkpoint-370", "epoch": 14.91891891891892, "eval_steps": 500, "global_step": 690, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.43, "learning_rate": 1.4492753623188407e-05, "loss": 1.3219, "step": 20 }, { "epoch": 0.86, "learning_rate": 2.8985507246376814e-05, "loss": 0.8881, "step": 40 }, { "epoch": 0.99, "eval_accuracy": 0.8282504012841091, "eval_loss": 0.4645065367221832, "eval_runtime": 6.9111, "eval_samples_per_second": 90.145, "eval_steps_per_second": 1.447, "step": 46 }, { "epoch": 1.3, "learning_rate": 4.347826086956522e-05, "loss": 0.4619, "step": 60 }, { "epoch": 1.73, "learning_rate": 4.911433172302738e-05, "loss": 0.257, "step": 80 }, { "epoch": 1.99, "eval_accuracy": 0.9823434991974318, "eval_loss": 0.07187946140766144, "eval_runtime": 7.3374, "eval_samples_per_second": 84.908, "eval_steps_per_second": 1.363, "step": 92 }, { "epoch": 2.16, "learning_rate": 4.7504025764895335e-05, "loss": 0.1702, "step": 100 }, { "epoch": 2.59, "learning_rate": 4.589371980676328e-05, "loss": 0.1419, "step": 120 }, { "epoch": 2.98, "eval_accuracy": 0.9823434991974318, "eval_loss": 0.04622809961438179, "eval_runtime": 7.1362, "eval_samples_per_second": 87.301, "eval_steps_per_second": 1.401, "step": 138 }, { "epoch": 3.03, "learning_rate": 4.428341384863124e-05, "loss": 0.1013, "step": 140 }, { "epoch": 3.46, "learning_rate": 4.26731078904992e-05, "loss": 0.1057, "step": 160 }, { "epoch": 3.89, "learning_rate": 4.106280193236715e-05, "loss": 0.0888, "step": 180 }, { "epoch": 4.0, "eval_accuracy": 0.9983948635634029, "eval_loss": 0.00559239462018013, "eval_runtime": 7.1577, "eval_samples_per_second": 87.04, "eval_steps_per_second": 1.397, "step": 185 }, { "epoch": 4.32, "learning_rate": 3.9452495974235105e-05, "loss": 0.0777, "step": 200 }, { "epoch": 4.76, "learning_rate": 3.784219001610306e-05, "loss": 0.0706, "step": 220 }, { "epoch": 4.99, "eval_accuracy": 0.9935794542536116, "eval_loss": 0.018903154879808426, "eval_runtime": 6.9404, "eval_samples_per_second": 89.764, "eval_steps_per_second": 1.441, "step": 231 }, { "epoch": 5.19, "learning_rate": 3.6231884057971014e-05, "loss": 0.0621, "step": 240 }, { "epoch": 5.62, "learning_rate": 3.462157809983897e-05, "loss": 0.057, "step": 260 }, { "epoch": 5.99, "eval_accuracy": 0.9967897271268058, "eval_loss": 0.006798300892114639, "eval_runtime": 7.1017, "eval_samples_per_second": 87.726, "eval_steps_per_second": 1.408, "step": 277 }, { "epoch": 6.05, "learning_rate": 3.301127214170693e-05, "loss": 0.0566, "step": 280 }, { "epoch": 6.49, "learning_rate": 3.140096618357488e-05, "loss": 0.0542, "step": 300 }, { "epoch": 6.92, "learning_rate": 2.9790660225442833e-05, "loss": 0.0592, "step": 320 }, { "epoch": 6.98, "eval_accuracy": 0.9983948635634029, "eval_loss": 0.004527484066784382, "eval_runtime": 7.0776, "eval_samples_per_second": 88.024, "eval_steps_per_second": 1.413, "step": 323 }, { "epoch": 7.35, "learning_rate": 2.8180354267310787e-05, "loss": 0.0534, "step": 340 }, { "epoch": 7.78, "learning_rate": 2.6570048309178748e-05, "loss": 0.0475, "step": 360 }, { "epoch": 8.0, "eval_accuracy": 1.0, "eval_loss": 0.0018792045302689075, "eval_runtime": 6.8298, "eval_samples_per_second": 91.218, "eval_steps_per_second": 1.464, "step": 370 }, { "epoch": 8.22, "learning_rate": 2.49597423510467e-05, "loss": 0.0432, "step": 380 }, { "epoch": 8.65, "learning_rate": 2.3349436392914656e-05, "loss": 0.0472, "step": 400 }, { "epoch": 8.99, "eval_accuracy": 1.0, "eval_loss": 0.002520466921851039, "eval_runtime": 6.961, "eval_samples_per_second": 89.498, "eval_steps_per_second": 1.437, "step": 416 }, { "epoch": 9.08, "learning_rate": 2.173913043478261e-05, "loss": 0.0426, "step": 420 }, { "epoch": 9.51, "learning_rate": 2.0128824476650564e-05, "loss": 0.0458, "step": 440 }, { "epoch": 9.95, "learning_rate": 1.8518518518518518e-05, "loss": 0.0404, "step": 460 }, { "epoch": 9.99, "eval_accuracy": 1.0, "eval_loss": 0.00030820202664472163, "eval_runtime": 6.9828, "eval_samples_per_second": 89.219, "eval_steps_per_second": 1.432, "step": 462 }, { "epoch": 10.38, "learning_rate": 1.6908212560386476e-05, "loss": 0.0475, "step": 480 }, { "epoch": 10.81, "learning_rate": 1.529790660225443e-05, "loss": 0.0392, "step": 500 }, { "epoch": 10.98, "eval_accuracy": 1.0, "eval_loss": 0.0003477015416137874, "eval_runtime": 6.8849, "eval_samples_per_second": 90.488, "eval_steps_per_second": 1.452, "step": 508 }, { "epoch": 11.24, "learning_rate": 1.3687600644122384e-05, "loss": 0.0341, "step": 520 }, { "epoch": 11.68, "learning_rate": 1.2077294685990338e-05, "loss": 0.0337, "step": 540 }, { "epoch": 12.0, "eval_accuracy": 1.0, "eval_loss": 0.0006900139851495624, "eval_runtime": 6.8733, "eval_samples_per_second": 90.641, "eval_steps_per_second": 1.455, "step": 555 }, { "epoch": 12.11, "learning_rate": 1.0466988727858294e-05, "loss": 0.0321, "step": 560 }, { "epoch": 12.54, "learning_rate": 8.85668276972625e-06, "loss": 0.0279, "step": 580 }, { "epoch": 12.97, "learning_rate": 7.246376811594203e-06, "loss": 0.0279, "step": 600 }, { "epoch": 12.99, "eval_accuracy": 1.0, "eval_loss": 0.0003141628985758871, "eval_runtime": 6.9013, "eval_samples_per_second": 90.273, "eval_steps_per_second": 1.449, "step": 601 }, { "epoch": 13.41, "learning_rate": 5.636070853462158e-06, "loss": 0.0259, "step": 620 }, { "epoch": 13.84, "learning_rate": 4.025764895330112e-06, "loss": 0.0273, "step": 640 }, { "epoch": 13.99, "eval_accuracy": 1.0, "eval_loss": 0.00027547089848667383, "eval_runtime": 6.8982, "eval_samples_per_second": 90.313, "eval_steps_per_second": 1.45, "step": 647 }, { "epoch": 14.27, "learning_rate": 2.4154589371980677e-06, "loss": 0.0265, "step": 660 }, { "epoch": 14.7, "learning_rate": 8.051529790660226e-07, "loss": 0.0236, "step": 680 }, { "epoch": 14.92, "eval_accuracy": 1.0, "eval_loss": 0.0002015855861827731, "eval_runtime": 6.9691, "eval_samples_per_second": 89.394, "eval_steps_per_second": 1.435, "step": 690 }, { "epoch": 14.92, "step": 690, "total_flos": 4.3848912042296525e+18, "train_loss": 0.13484098049609558, "train_runtime": 2784.1229, "train_samples_per_second": 63.699, "train_steps_per_second": 0.248 } ], "logging_steps": 20, "max_steps": 690, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 500, "total_flos": 4.3848912042296525e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }