{ "best_metric": 0.8218390804597702, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-vit/checkpoint-438", "epoch": 2.9846678023850086, "eval_steps": 500, "global_step": 438, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 1.1363636363636365e-05, "loss": 2.5718, "step": 10 }, { "epoch": 0.14, "learning_rate": 2.272727272727273e-05, "loss": 2.4304, "step": 20 }, { "epoch": 0.2, "learning_rate": 3.409090909090909e-05, "loss": 2.2567, "step": 30 }, { "epoch": 0.27, "learning_rate": 4.545454545454546e-05, "loss": 1.9423, "step": 40 }, { "epoch": 0.34, "learning_rate": 4.9238578680203045e-05, "loss": 1.5811, "step": 50 }, { "epoch": 0.41, "learning_rate": 4.7969543147208126e-05, "loss": 1.2969, "step": 60 }, { "epoch": 0.48, "learning_rate": 4.67005076142132e-05, "loss": 1.3403, "step": 70 }, { "epoch": 0.55, "learning_rate": 4.543147208121827e-05, "loss": 0.9912, "step": 80 }, { "epoch": 0.61, "learning_rate": 4.416243654822335e-05, "loss": 1.3058, "step": 90 }, { "epoch": 0.68, "learning_rate": 4.289340101522843e-05, "loss": 1.0968, "step": 100 }, { "epoch": 0.75, "learning_rate": 4.162436548223351e-05, "loss": 1.2238, "step": 110 }, { "epoch": 0.82, "learning_rate": 4.035532994923858e-05, "loss": 1.0739, "step": 120 }, { "epoch": 0.89, "learning_rate": 3.9086294416243655e-05, "loss": 1.0948, "step": 130 }, { "epoch": 0.95, "learning_rate": 3.7817258883248735e-05, "loss": 0.967, "step": 140 }, { "epoch": 0.99, "eval_accuracy": 0.735632183908046, "eval_loss": 0.752730667591095, "eval_runtime": 221.3941, "eval_samples_per_second": 2.358, "eval_steps_per_second": 0.298, "step": 146 }, { "epoch": 1.02, "learning_rate": 3.654822335025381e-05, "loss": 0.9675, "step": 150 }, { "epoch": 1.09, "learning_rate": 3.527918781725888e-05, "loss": 0.9117, "step": 160 }, { "epoch": 1.16, "learning_rate": 3.401015228426396e-05, "loss": 0.8393, "step": 170 }, { "epoch": 1.23, "learning_rate": 3.2741116751269036e-05, "loss": 0.7949, "step": 180 }, { "epoch": 1.29, "learning_rate": 3.147208121827411e-05, "loss": 0.8543, "step": 190 }, { "epoch": 1.36, "learning_rate": 3.020304568527919e-05, "loss": 0.8966, "step": 200 }, { "epoch": 1.43, "learning_rate": 2.8934010152284264e-05, "loss": 0.8289, "step": 210 }, { "epoch": 1.5, "learning_rate": 2.766497461928934e-05, "loss": 0.8569, "step": 220 }, { "epoch": 1.57, "learning_rate": 2.6395939086294418e-05, "loss": 0.8244, "step": 230 }, { "epoch": 1.64, "learning_rate": 2.5126903553299492e-05, "loss": 0.8009, "step": 240 }, { "epoch": 1.7, "learning_rate": 2.385786802030457e-05, "loss": 0.765, "step": 250 }, { "epoch": 1.77, "learning_rate": 2.2588832487309646e-05, "loss": 0.7593, "step": 260 }, { "epoch": 1.84, "learning_rate": 2.1319796954314723e-05, "loss": 0.7606, "step": 270 }, { "epoch": 1.91, "learning_rate": 2.0050761421319797e-05, "loss": 0.8093, "step": 280 }, { "epoch": 1.98, "learning_rate": 1.8781725888324874e-05, "loss": 0.7448, "step": 290 }, { "epoch": 2.0, "eval_accuracy": 0.7988505747126436, "eval_loss": 0.5910783410072327, "eval_runtime": 144.8329, "eval_samples_per_second": 3.604, "eval_steps_per_second": 0.456, "step": 293 }, { "epoch": 2.04, "learning_rate": 1.751269035532995e-05, "loss": 0.7165, "step": 300 }, { "epoch": 2.11, "learning_rate": 1.6243654822335024e-05, "loss": 0.7588, "step": 310 }, { "epoch": 2.18, "learning_rate": 1.4974619289340103e-05, "loss": 0.7021, "step": 320 }, { "epoch": 2.25, "learning_rate": 1.3705583756345178e-05, "loss": 0.6398, "step": 330 }, { "epoch": 2.32, "learning_rate": 1.2436548223350254e-05, "loss": 0.645, "step": 340 }, { "epoch": 2.39, "learning_rate": 1.116751269035533e-05, "loss": 0.7154, "step": 350 }, { "epoch": 2.45, "learning_rate": 9.898477157360408e-06, "loss": 0.5742, "step": 360 }, { "epoch": 2.52, "learning_rate": 8.629441624365483e-06, "loss": 0.6697, "step": 370 }, { "epoch": 2.59, "learning_rate": 7.360406091370558e-06, "loss": 0.5898, "step": 380 }, { "epoch": 2.66, "learning_rate": 6.091370558375635e-06, "loss": 0.716, "step": 390 }, { "epoch": 2.73, "learning_rate": 4.822335025380711e-06, "loss": 0.7302, "step": 400 }, { "epoch": 2.79, "learning_rate": 3.5532994923857873e-06, "loss": 0.5301, "step": 410 }, { "epoch": 2.86, "learning_rate": 2.284263959390863e-06, "loss": 0.637, "step": 420 }, { "epoch": 2.93, "learning_rate": 1.015228426395939e-06, "loss": 0.5974, "step": 430 }, { "epoch": 2.98, "eval_accuracy": 0.8218390804597702, "eval_loss": 0.5200982093811035, "eval_runtime": 140.4463, "eval_samples_per_second": 3.717, "eval_steps_per_second": 0.47, "step": 438 }, { "epoch": 2.98, "step": 438, "total_flos": 3.483891679221596e+17, "train_loss": 0.9891002352379229, "train_runtime": 12153.7671, "train_samples_per_second": 1.159, "train_steps_per_second": 0.036 } ], "logging_steps": 10, "max_steps": 438, "num_train_epochs": 3, "save_steps": 500, "total_flos": 3.483891679221596e+17, "trial_name": null, "trial_params": null }