{ "best_metric": 0.62025, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-281", "epoch": 0.9991111111111111, "eval_steps": 500, "global_step": 281, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.035555555555555556, "grad_norm": 7.3984904289245605, "learning_rate": 1.7241379310344828e-05, "loss": 2.7474, "step": 10 }, { "epoch": 0.07111111111111111, "grad_norm": 7.859865188598633, "learning_rate": 3.4482758620689657e-05, "loss": 2.6199, "step": 20 }, { "epoch": 0.10666666666666667, "grad_norm": 21.349201202392578, "learning_rate": 4.9801587301587306e-05, "loss": 2.2658, "step": 30 }, { "epoch": 0.14222222222222222, "grad_norm": 23.123310089111328, "learning_rate": 4.781746031746032e-05, "loss": 2.0242, "step": 40 }, { "epoch": 0.17777777777777778, "grad_norm": 10.755074501037598, "learning_rate": 4.5833333333333334e-05, "loss": 1.866, "step": 50 }, { "epoch": 0.21333333333333335, "grad_norm": 9.822580337524414, "learning_rate": 4.384920634920635e-05, "loss": 1.7276, "step": 60 }, { "epoch": 0.24888888888888888, "grad_norm": 11.387887001037598, "learning_rate": 4.186507936507937e-05, "loss": 1.6602, "step": 70 }, { "epoch": 0.28444444444444444, "grad_norm": 11.359118461608887, "learning_rate": 3.9880952380952386e-05, "loss": 1.6713, "step": 80 }, { "epoch": 0.32, "grad_norm": 10.438748359680176, "learning_rate": 3.7896825396825396e-05, "loss": 1.6469, "step": 90 }, { "epoch": 0.35555555555555557, "grad_norm": 10.260947227478027, "learning_rate": 3.591269841269841e-05, "loss": 1.5134, "step": 100 }, { "epoch": 0.39111111111111113, "grad_norm": 8.524605751037598, "learning_rate": 3.392857142857143e-05, "loss": 1.5694, "step": 110 }, { "epoch": 0.4266666666666667, "grad_norm": 10.703609466552734, "learning_rate": 3.194444444444444e-05, "loss": 1.597, "step": 120 }, { "epoch": 0.4622222222222222, "grad_norm": 10.19986629486084, "learning_rate": 2.996031746031746e-05, "loss": 1.4785, "step": 130 }, { "epoch": 0.49777777777777776, "grad_norm": 9.872143745422363, "learning_rate": 2.797619047619048e-05, "loss": 1.4853, "step": 140 }, { "epoch": 0.5333333333333333, "grad_norm": 8.166397094726562, "learning_rate": 2.5992063492063496e-05, "loss": 1.4354, "step": 150 }, { "epoch": 0.5688888888888889, "grad_norm": 12.244831085205078, "learning_rate": 2.400793650793651e-05, "loss": 1.5286, "step": 160 }, { "epoch": 0.6044444444444445, "grad_norm": 9.033407211303711, "learning_rate": 2.2023809523809524e-05, "loss": 1.3584, "step": 170 }, { "epoch": 0.64, "grad_norm": 7.281382083892822, "learning_rate": 2.003968253968254e-05, "loss": 1.4626, "step": 180 }, { "epoch": 0.6755555555555556, "grad_norm": 7.3251519203186035, "learning_rate": 1.8055555555555555e-05, "loss": 1.3453, "step": 190 }, { "epoch": 0.7111111111111111, "grad_norm": 9.071359634399414, "learning_rate": 1.6071428571428572e-05, "loss": 1.3493, "step": 200 }, { "epoch": 0.7466666666666667, "grad_norm": 11.566309928894043, "learning_rate": 1.4087301587301587e-05, "loss": 1.3759, "step": 210 }, { "epoch": 0.7822222222222223, "grad_norm": 9.21988582611084, "learning_rate": 1.2103174603174603e-05, "loss": 1.365, "step": 220 }, { "epoch": 0.8177777777777778, "grad_norm": 8.32099437713623, "learning_rate": 1.011904761904762e-05, "loss": 1.3049, "step": 230 }, { "epoch": 0.8533333333333334, "grad_norm": 10.410431861877441, "learning_rate": 8.134920634920636e-06, "loss": 1.3583, "step": 240 }, { "epoch": 0.8888888888888888, "grad_norm": 7.7621073722839355, "learning_rate": 6.1507936507936505e-06, "loss": 1.3066, "step": 250 }, { "epoch": 0.9244444444444444, "grad_norm": 9.822245597839355, "learning_rate": 4.166666666666667e-06, "loss": 1.3564, "step": 260 }, { "epoch": 0.96, "grad_norm": 11.113300323486328, "learning_rate": 2.1825396825396824e-06, "loss": 1.2959, "step": 270 }, { "epoch": 0.9955555555555555, "grad_norm": 8.999974250793457, "learning_rate": 1.9841269841269841e-07, "loss": 1.3575, "step": 280 }, { "epoch": 0.9991111111111111, "eval_accuracy": 0.62025, "eval_loss": 1.2218776941299438, "eval_runtime": 59.4645, "eval_samples_per_second": 67.267, "eval_steps_per_second": 2.102, "step": 281 }, { "epoch": 0.9991111111111111, "step": 281, "total_flos": 8.943699469318226e+17, "train_loss": 1.6086162854768202, "train_runtime": 797.2781, "train_samples_per_second": 45.149, "train_steps_per_second": 0.352 } ], "logging_steps": 10, "max_steps": 281, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8.943699469318226e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }