├── HIP_Logo.png ├── LICENSE ├── documentation ├── common_problems_and_solutions.md ├── common_questions.md ├── data_format_inference.md ├── dataset_conversion.md ├── expected_epoch_times.md ├── extending_nnunet.md ├── inference_example_Prostate.md ├── setting_up_paths.md ├── training_example_Hippocampus.md ├── tutorials │ ├── custom_preprocessing.md │ ├── custom_spacing.md │ └── edit_plans_files.md └── using_nnUNet_as_baseline.md ├── environment.yml ├── nnunet.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── entry_points.txt ├── requires.txt └── top_level.txt ├── nnunet ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── configuration.cpython-36.pyc │ ├── configuration.cpython-37.pyc │ ├── paths.cpython-36.pyc │ └── paths.cpython-37.pyc ├── a.out ├── configuration.py ├── dataset_conversion │ ├── Task017_BeyondCranialVaultAbdominalOrganSegmentation.py │ ├── Task024_Promise2012.py │ ├── Task027_AutomaticCardiacDetectionChallenge.py │ ├── Task029_LiverTumorSegmentationChallenge.py │ ├── Task032_BraTS_2018.py │ ├── Task035_ISBI_MSLesionSegmentationChallenge.py │ ├── Task037_038_Chaos_Challenge.py │ ├── Task040_KiTS.py │ ├── Task043_BraTS_2019.py │ ├── Task055_SegTHOR.py │ ├── Task056_VerSe2019.py │ ├── Task056_Verse_normalize_orientation.py │ ├── Task058_ISBI_EM_SEG.py │ ├── Task059_EPFL_EM_MITO_SEG.py │ ├── Task061_CREMI.py │ ├── Task062_NIHPancreas.py │ ├── Task064_KiTS_labelsFixed.py │ ├── Task065_KiTS_NicksLabels.py │ ├── Task069_CovidSeg.py │ ├── Task075_Fluo_C3DH_A549_ManAndSim.py │ ├── Task076_Fluo_N3DH_SIM.py │ ├── Task082_BraTS_2020.py │ ├── Task083_VerSe2020.py │ ├── Task089_Fluo-N2DH-SIM.py │ ├── Task114_heart_MNMs.py │ ├── Task115_COVIDSegChallenge.py │ ├── Task120_ISIC.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── utils.cpython-36.pyc │ └── utils.py ├── evaluation │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── evaluator.cpython-36.pyc │ │ ├── evaluator.cpython-37.pyc │ │ ├── metrics.cpython-36.pyc │ │ ├── metrics.cpython-37.pyc │ │ └── region_based_evaluation.cpython-36.pyc │ ├── add_dummy_task_with_mean_over_all_tasks.py │ ├── add_mean_dice_to_json.py │ ├── collect_results_files.py │ ├── evaluator.py │ ├── metrics.py │ ├── model_selection │ │ ├── __init__.py │ │ ├── collect_all_fold0_results_and_summarize_in_one_csv.py │ │ ├── ensemble.py │ │ ├── figure_out_what_to_submit.py │ │ ├── rank_candidates.py │ │ ├── rank_candidates_StructSeg.py │ │ ├── rank_candidates_cascade.py │ │ ├── summarize_results_in_one_json.py │ │ └── summarize_results_with_plans.py │ ├── region_based_evaluation.py │ └── surface_dice.py ├── experiment_planning │ ├── DatasetAnalyzer.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── DatasetAnalyzer.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── change_batch_size.cpython-36.pyc │ │ ├── common_utils.cpython-36.pyc │ │ ├── experiment_planner_baseline_2DUNet.cpython-36.pyc │ │ ├── experiment_planner_baseline_2DUNet_v21.cpython-36.pyc │ │ ├── experiment_planner_baseline_3DUNet.cpython-36.pyc │ │ ├── experiment_planner_baseline_3DUNet_v21.cpython-36.pyc │ │ ├── nnUNet_convert_decathlon_task.cpython-36.pyc │ │ ├── nnUNet_plan_and_preprocess.cpython-36.pyc │ │ ├── summarize_plans.cpython-36.pyc │ │ ├── summarize_plans.cpython-37.pyc │ │ └── utils.cpython-36.pyc │ ├── alternative_experiment_planning │ │ ├── __init__.py │ │ ├── experiment_planner_baseline_3DUNet_v21_11GB.py │ │ ├── experiment_planner_baseline_3DUNet_v21_16GB.py │ │ ├── experiment_planner_baseline_3DUNet_v21_32GB.py │ │ ├── experiment_planner_baseline_3DUNet_v21_3convperstage.py │ │ ├── experiment_planner_baseline_3DUNet_v22.py │ │ ├── experiment_planner_baseline_3DUNet_v23.py │ │ ├── experiment_planner_residual_3DUNet_v21.py │ │ ├── normalization │ │ │ ├── __init__.py │ │ │ ├── experiment_planner_2DUNet_v21_RGB_scaleto_0_1.py │ │ │ ├── experiment_planner_3DUNet_CT2.py │ │ │ └── experiment_planner_3DUNet_nonCT.py │ │ ├── patch_size │ │ │ ├── __init__.py │ │ │ ├── experiment_planner_3DUNet_isotropic_in_mm.py │ │ │ └── experiment_planner_3DUNet_isotropic_in_voxels.py │ │ ├── pooling_and_convs │ │ │ ├── __init__.py │ │ │ ├── experiment_planner_baseline_3DUNet_allConv3x3.py │ │ │ └── experiment_planner_baseline_3DUNet_poolBasedOnSpacing.py │ │ ├── readme.md │ │ └── target_spacing │ │ │ ├── __init__.py │ │ │ ├── experiment_planner_baseline_3DUNet_targetSpacingForAnisoAxis.py │ │ │ ├── experiment_planner_baseline_3DUNet_v21_customTargetSpacing_2x2x2.py │ │ │ └── experiment_planner_baseline_3DUNet_v21_noResampling.py │ ├── change_batch_size.py │ ├── common_utils.py │ ├── experiment_planner_baseline_2DUNet.py │ ├── experiment_planner_baseline_2DUNet_v21.py │ ├── experiment_planner_baseline_3DUNet.py │ ├── experiment_planner_baseline_3DUNet_v21.py │ ├── nnUNet_convert_decathlon_task.py │ ├── nnUNet_plan_and_preprocess.py │ ├── old │ │ ├── __init__.py │ │ └── old_plan_and_preprocess_task.py │ ├── summarize_plans.py │ └── utils.py ├── inference │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── change_trainer.cpython-36.pyc │ │ ├── ensemble_predictions.cpython-36.pyc │ │ ├── predict.cpython-36.pyc │ │ ├── predict_simple.cpython-36.pyc │ │ ├── segmentation_export.cpython-36.pyc │ │ └── segmentation_export.cpython-37.pyc │ ├── change_trainer.py │ ├── ensemble_predictions.py │ ├── inferTs │ │ └── swin_nomask_2 │ │ │ └── plans.pkl │ ├── predict.py │ ├── predict_simple.py │ ├── pretrained_models │ │ ├── __init__.py │ │ ├── change_trainer.py │ │ ├── collect_pretrained_models.py │ │ ├── download_pretrained_model.py │ │ ├── ensemble_predictions.py │ │ ├── predict.py │ │ ├── predict_simple.py │ │ └── segmentation_export.py │ └── segmentation_export.py ├── network_architecture │ ├── UNet2022.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── Swin_Unet_2weight.cpython-36.pyc │ │ ├── Swin_Unet_ACDC.cpython-36.pyc │ │ ├── Swin_Unet_ACDC_batch2.cpython-36.pyc │ │ ├── Swin_Unet_ACDC_batch4.cpython-36.pyc │ │ ├── Swin_Unet_ab_48_144_144.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_128.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_cos.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_eq.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_headattention.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixhead.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixheadv2.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixheadv3.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixheadv4.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv1.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv2.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv3.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv4.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv5.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_mixwinv6.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_multiwinv1.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_multiwinv2.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_multiwinv3.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_multiwinv4.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_192_nomask.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_128_96.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_256.cpython-36.pyc │ │ ├── Swin_Unet_ab_64_64_192_eq.cpython-36.pyc │ │ ├── Swin_Unet_ab_ori.cpython-36.pyc │ │ ├── Swin_Unet_ab_overlap.cpython-36.pyc │ │ ├── Swin_Unet_b.cpython-36.pyc │ │ ├── Swin_Unet_b_brats_small_kernel.cpython-36.pyc │ │ ├── Swin_Unet_b_small_kernel.cpython-36.pyc │ │ ├── Swin_Unet_brats.cpython-36.pyc │ │ ├── Swin_Unet_brats64128128.cpython-36.pyc │ │ ├── Swin_Unet_brats_b_64128128.cpython-36.pyc │ │ ├── Swin_Unet_brats_b_imagenet_newlr.cpython-36.pyc │ │ ├── Swin_Unet_brats_embedconv.cpython-36.pyc │ │ ├── Swin_Unet_brats_s_imagenet_newlr.cpython-36.pyc │ │ ├── Swin_Unet_brats_test.cpython-36.pyc │ │ ├── Swin_Unet_bratss_imagenet.cpython-36.pyc │ │ ├── Swin_Unet_conv1_64_128.cpython-36.pyc │ │ ├── Swin_Unet_conv2_64_128.cpython-36.pyc │ │ ├── Swin_Unet_conv2_64_128_noconv.cpython-36.pyc │ │ ├── Swin_Unet_l_3merge.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_downgelu.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_gelu.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_gelunorm.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_maxpool.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_small_kernel.cpython-36.pyc │ │ ├── Swin_Unet_l_brats_temp.cpython-36.pyc │ │ ├── Swin_Unet_l_brsts_gelu.cpython-36.pyc │ │ ├── Swin_Unet_l_fullgelu.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_913.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_decoder_concatlepe_skipkv_global_aftshift.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_decoder_concatlepe_skipkv_global_shift.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_decoder_concatlepe_skipkv_global_shift_repe.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_decoder_concatlepe_skipkv_global_shift_try.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_b.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_drop0.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_embgelu.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_lepe_down.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_lepe_ori.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_mae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_shift.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_shift_first.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_shift_first_down.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_shift_first_down2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_global_shift_front.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_encoder_concatlepe_skipkv_s.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_former.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_former_kernel3.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_former_s.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_kernel3.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_kernel3_250.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_kernel3_250_nods.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_lastsw.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_linedown.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_singleconv.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_b.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_double.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_double_fullskip.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_drop03.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_fullpre.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_8.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_em_mae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_em_mae_true.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_em_mae_true2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_em_mae_true2_noshift.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_em_mae_true3.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_mae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_maepos.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_maepos_arc.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_realmae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_realmae2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_realmae3.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_realmae4.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_2deep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_3deep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_decoder_encoder.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_downlepe.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_emblepe.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_384.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_384_nodeep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_16down.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_16down_l.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_16down_s.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_16down_s_mae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_16down_s_mae_delete.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_8down_s.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_512_l.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_768.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_isic2016_largebatch.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_kernel2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_mae.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_nodeep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_repe.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_rightdeep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_tumor.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_tumor_64.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_tumor_96.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_global_shift_tumor_deep.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_skipkv_s.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_test.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_test2.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_time.cpython-36.pyc │ │ ├── Swin_Unet_l_gelunorm_time_.cpython-36.pyc │ │ ├── Swin_Unet_l_laternorm.cpython-36.pyc │ │ ├── Swin_Unet_l_maxpool.cpython-36.pyc │ │ ├── Swin_Unet_l_new_down.cpython-36.pyc │ │ ├── Swin_Unet_l_newsw.cpython-36.pyc │ │ ├── Swin_Unet_l_normgelu.cpython-36.pyc │ │ ├── Swin_Unet_l_small_kernel.cpython-36.pyc │ │ ├── Swin_Unet_l_up_gelunorm.cpython-36.pyc │ │ ├── Swin_Unet_l_up_gelunorm_embedgelu.cpython-36.pyc │ │ ├── Swin_Unet_l_up_laternorm.cpython-36.pyc │ │ ├── Swin_Unet_l_up_normgelu.cpython-36.pyc │ │ ├── Swin_Unet_may.cpython-36.pyc │ │ ├── Swin_Unet_mayreal.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2block_global_skipqk.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3_channel.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3_channel_scal.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3_gelu_test.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3_nods.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_3_tranpose.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_test.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_time_mix.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_2laterdown_time_weighting.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_3laterdown.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_3laterdown_test.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_batch4.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_largewindow.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_largewindow_2.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_largewindow_4.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_laterdown.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_maxpool.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_maxpool_nogelu.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_nods_singleblock.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_4skip.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_4skip_channel.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_5skip_5tr.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_5skip_channel.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ablation_none.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ablation_none_embed.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ablation_none_patchmerging.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ablation_none_patchmerging_true.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_channel.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_channel_01.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_channel_bottlest3.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_channel_st2.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_deep.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_2mlp.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_9202lepe.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_9202lepe_encoder.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_9202lepe_inner.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_9202lepe_small.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_9202lepe_small_encoder.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_depthwise.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_depthwise2.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_drop.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_encoder_conv.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_encoder_conv_rightdep.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_init64.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_laternorm.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_lepe.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_lepe_dep.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_lepetr.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_mixwin.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_mlpln.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder_2loss.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder_channelsoft.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder_channelsoft_conv.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder_channelsoft_lepe.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_nodecoder_noscale.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_noln.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_onlyconv.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_scaleadd.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_scaleattn.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_scaleattn_2loss.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_share.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_sharev2.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_2mlp.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe_1.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe_encoder.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe_encoder_repe.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe_encoder_repe_2block.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_global_skipqk_concatlepe_encoder_repe_mae.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ins.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_ins2.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_serial_channel.cpython-36.pyc │ │ ├── Swin_Unet_s_ACDC_singleblock_st24.cpython-36.pyc │ │ ├── Swin_Unet_s_ade.cpython-36.pyc │ │ ├── Swin_Unet_s_ade_128.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_conv.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_largehead.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_lesshead.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_maxpool.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_morehead.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_nomaxpool.cpython-36.pyc │ │ ├── Swin_Unet_s_brats_small_kernel.cpython-36.pyc │ │ ├── Swin_Unet_s_cswin.cpython-36.pyc │ │ ├── Swin_Unet_s_cswin_para.cpython-36.pyc │ │ ├── Swin_Unet_s_cswin_para_true.cpython-36.pyc │ │ ├── Swin_Unet_s_gelunorm.cpython-36.pyc │ │ ├── Swin_Unet_s_gelunorm_kernel3_250.cpython-36.pyc │ │ ├── Swin_Unet_visual.cpython-36.pyc │ │ ├── UNet2022.cpython-36.pyc │ │ ├── Vit.cpython-36.pyc │ │ ├── Vit_embedding.cpython-36.pyc │ │ ├── Vit_embedding_dw.cpython-36.pyc │ │ ├── Vit_embedding_dw13.cpython-36.pyc │ │ ├── Vit_embedding_dw3.cpython-36.pyc │ │ ├── Vit_embedding_dwpre.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_16h.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_8h.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_8h_long.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_nope.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_onlype.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_convnext.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_2down.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_2down_base_32downw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_32down.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_32downw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_32downw_nn.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_32downw_nn2.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_8down.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_conv.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_convnextpre.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_convnextpre_up.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_dw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_dwc.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_dwpara.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_slidec.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_trdown.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_trdown_dw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_base_up.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_basedouble.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_basedouble_32.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_dw.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_4down_noupskip.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_dim.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_dim_noinit.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_32_real_ds.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_4.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_nodown.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_down_skip_pe_sw_test.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_gama.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_h.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_h2.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_h3.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_h4.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_h5.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_avg_skip.cpython-36.pyc │ │ ├── Vit_embedding_dwpre_nopre.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── attn_unet.cpython-36.pyc │ │ ├── convnext.cpython-36.pyc │ │ ├── convnext_33273.cpython-36.pyc │ │ ├── convnext_3333.cpython-36.pyc │ │ ├── convnext_3333_22_trans_nods.cpython-36.pyc │ │ ├── convnext_3333_44_trans_nods.cpython-36.pyc │ │ ├── convnext_3333_copyembed.cpython-36.pyc │ │ ├── convnext_3333_copyembed_right.cpython-36.pyc │ │ ├── convnext_3333_copyembed_singleup.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_2ds.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_2ds_33.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_4down.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_8down.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_8down_4ds.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_8down_cat.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_8down_skip.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_3ds_33_base.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_4ds_33.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_22.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_33.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_33_em.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_33_em_2ds.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_33_em_3ds.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_44.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_baseline.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_concat.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_mixencoder.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_modify.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_noskip.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_rightdep.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_nods_rightdep_4444.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_singleup.cpython-36.pyc │ │ ├── convnext_3333_copyembed_trans_singleup_norm.cpython-36.pyc │ │ ├── convnext_3333_modify.cpython-36.pyc │ │ ├── convnext_3333_modify_nods.cpython-36.pyc │ │ ├── convnext_3333_modify_nods_44.cpython-36.pyc │ │ ├── convnext_3333_modify_nods_copyembed.cpython-36.pyc │ │ ├── convnext_3333_modify_nods_copyembed_22.cpython-36.pyc │ │ ├── convnext_3333_modify_nods_copyembed_baseline.cpython-36.pyc │ │ ├── convnext_3393.cpython-36.pyc │ │ ├── convnext_base.cpython-36.pyc │ │ ├── convnext_base_3333.cpython-36.pyc │ │ ├── convnext_base_test.cpython-36.pyc │ │ ├── convnext_em_16down.cpython-36.pyc │ │ ├── convnext_em_16down_512_tiny_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_16down_base.cpython-36.pyc │ │ ├── convnext_em_2down.cpython-36.pyc │ │ ├── convnext_em_2down_224_tiny.cpython-36.pyc │ │ ├── convnext_em_2down_224_tiny_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_4down.cpython-36.pyc │ │ ├── convnext_em_4down_128.cpython-36.pyc │ │ ├── convnext_em_4down_224.cpython-36.pyc │ │ ├── convnext_em_4down_224_base.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_2ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv_trdw_fullwin.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv_trdw_lowhigh.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_conv_trdw_mix.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_largewin14.cpython-36.pyc │ │ ├── convnext_em_4down_224_base_tr.cpython-36.pyc │ │ ├── convnext_em_4down_224_large.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_tr.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_tr_last.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_tr_lastmlp.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_tr_mid.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_13k.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_13k_real.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_2up.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_2up_norm.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_3w.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_3w_norm.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_downdw.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_k5.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_k9.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_largek.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_mae.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_maxpool.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_nore.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_residual.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_skip.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_skipattn.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_view.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdw_winkernl.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_conv_trdwfirst.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_11.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_13.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_15.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_3conv.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_3conv_group.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_9.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_ablation.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_mix.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_mix2.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_mix2211.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_mix_13.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_mix_23.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_para.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_conv_para_cat.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_dw.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_dw_ablation.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_dw_first.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_dw_last.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_tr_oneconv.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_trnext.cpython-36.pyc │ │ ├── convnext_em_4down_224_large_trnext_k3.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_2ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_64dim.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw34.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_16_32_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_18.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_20.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_22.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_4_16_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_4_32_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_4down.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_8_16_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_8_32_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_8_8_16_8.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_ds_test_largewin.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_first.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_conv_trdw_largwin.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_largewin.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_largewin14.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_largewin28.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_largewin2856.cpython-36.pyc │ │ ├── convnext_em_4down_224_tiny_largewin56.cpython-36.pyc │ │ ├── convnext_em_4down_256.cpython-36.pyc │ │ ├── convnext_em_4down_256_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_288_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_2ds.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv4.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_dw.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_msa.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_6view.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_6view_more.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_6view_more_our.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_6view_more_our_encoder.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_convtest.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_convtest_forview.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_convtest_forview_conv.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_mlp.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_nore.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_conv_trdw_ds_view.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_msa.cpython-36.pyc │ │ ├── convnext_em_4down_320_base_tr.cpython-36.pyc │ │ ├── convnext_em_4down_320_large_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_320_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_320_tiny_2ds.cpython-36.pyc │ │ ├── convnext_em_4down_320_tiny_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_352_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_352_tiny_2ds.cpython-36.pyc │ │ ├── convnext_em_4down_384.cpython-36.pyc │ │ ├── convnext_em_4down_384_tiny.cpython-36.pyc │ │ ├── convnext_em_4down_3ds.cpython-36.pyc │ │ ├── convnext_em_4down_512_tiny_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_4down_acdc.cpython-36.pyc │ │ ├── convnext_em_4down_bas.cpython-36.pyc │ │ ├── convnext_em_4down_isic.cpython-36.pyc │ │ ├── convnext_em_4down_isic_224.cpython-36.pyc │ │ ├── convnext_em_4down_tr.cpython-36.pyc │ │ ├── convnext_em_8down.cpython-36.pyc │ │ ├── convnext_em_8down_2016.cpython-36.pyc │ │ ├── convnext_em_8down_224_tiny.cpython-36.pyc │ │ ├── convnext_em_8down_384.cpython-36.pyc │ │ ├── convnext_em_8down_3ds.cpython-36.pyc │ │ ├── convnext_em_8down_448.cpython-36.pyc │ │ ├── convnext_em_8down_512_tiny_conv_trdw_ds.cpython-36.pyc │ │ ├── convnext_em_8down_512_tiny_conv_trdw_ds_em.cpython-36.pyc │ │ ├── convnext_em_8down_base.cpython-36.pyc │ │ ├── convnext_em_8down_base_3ds.cpython-36.pyc │ │ ├── convnext_em_8down_large.cpython-36.pyc │ │ ├── convnext_test.cpython-36.pyc │ │ ├── convnext_test_8down.cpython-36.pyc │ │ ├── convnext_test_conv.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_add.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_add_view.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_cat.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_cat_nonorm.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_cat_view.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_norm.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_again_norm_view.cpython-36.pyc │ │ ├── convnext_test_conv_lowhigh_norm.cpython-36.pyc │ │ ├── convnext_test_conv_nodw.cpython-36.pyc │ │ ├── convnext_test_conv_nodw_norm.cpython-36.pyc │ │ ├── convnext_test_conv_para.cpython-36.pyc │ │ ├── convnext_test_conv_real.cpython-36.pyc │ │ ├── convnext_test_conv_real_linear.cpython-36.pyc │ │ ├── convnext_test_conv_real_para.cpython-36.pyc │ │ ├── convnext_test_test.cpython-36.pyc │ │ ├── convnext_test_win.cpython-36.pyc │ │ ├── cswin.cpython-36.pyc │ │ ├── cswin_3.cpython-36.pyc │ │ ├── cswin_3_para.cpython-36.pyc │ │ ├── cswin_96.cpython-36.pyc │ │ ├── cswin_embed.cpython-36.pyc │ │ ├── generic_UNet.cpython-36.pyc │ │ ├── generic_UNet.cpython-37.pyc │ │ ├── generic_UNet_DP.cpython-36.pyc │ │ ├── generic_modular_UNet.cpython-36.pyc │ │ ├── generic_modular_residual_UNet.cpython-36.pyc │ │ ├── github_test_acdc.cpython-36.pyc │ │ ├── github_test_synapse.cpython-36.pyc │ │ ├── initialization.cpython-36.pyc │ │ ├── initialization.cpython-37.pyc │ │ ├── neural_network.cpython-36.pyc │ │ ├── neural_network.cpython-37.pyc │ │ ├── nnFormerV2.cpython-36.pyc │ │ ├── nnFormerV2_Spleen.cpython-36.pyc │ │ ├── nnFormerV2_Spleen_encoder.cpython-36.pyc │ │ ├── nnFormerV2_brain.cpython-36.pyc │ │ ├── nnFormerV2_brain_skip.cpython-36.pyc │ │ ├── nnFormerV2_brain_skip_rightwin.cpython-36.pyc │ │ ├── nnFormerV2_synapse.cpython-36.pyc │ │ ├── nnFormerV2_synapse_244.cpython-36.pyc │ │ ├── nnFormerV2_synapse_244_2block_repe.cpython-36.pyc │ │ ├── nnFormerV2_synapse_244_l.cpython-36.pyc │ │ ├── nnFormerV2_synapse_244_l_2.cpython-36.pyc │ │ ├── nnFormer_acdc.cpython-36.pyc │ │ ├── nnFormer_synapse.cpython-36.pyc │ │ ├── nnFormer_tumor.cpython-36.pyc │ │ ├── nnFormerv2.cpython-36.pyc │ │ ├── nnFormerv2_16.cpython-36.pyc │ │ ├── nnFormerv2_16_layer.cpython-36.pyc │ │ ├── unet.cpython-36.pyc │ │ ├── unet_3d.cpython-36.pyc │ │ ├── unet_plusplus.cpython-36.pyc │ │ ├── unetr.cpython-36.pyc │ │ ├── unetr_acdc.cpython-36.pyc │ │ ├── unetr_synapse.cpython-36.pyc │ │ ├── unetr_synapse_deep.cpython-36.pyc │ │ ├── unetr_synapse_deepright.cpython-36.pyc │ │ ├── unetr_tumor.cpython-36.pyc │ │ ├── unetv2.cpython-36.pyc │ │ ├── unetv3.cpython-36.pyc │ │ ├── unetv3_tr.cpython-36.pyc │ │ └── vit_seg_configs.cpython-36.pyc │ ├── custom_modules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── conv_blocks.cpython-36.pyc │ │ │ ├── feature_response_normalization.cpython-36.pyc │ │ │ ├── helperModules.cpython-36.pyc │ │ │ └── mish.cpython-36.pyc │ │ ├── conv_blocks.py │ │ ├── feature_response_normalization.py │ │ ├── helperModules.py │ │ └── mish.py │ ├── generic_UNet.py │ ├── initialization.py │ └── neural_network.py ├── network_configuration │ ├── __pycache__ │ │ └── config.cpython-36.pyc │ ├── config.py │ └── readme.md ├── paths.py ├── postprocessing │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── connected_components.cpython-36.pyc │ │ ├── connected_components.cpython-37.pyc │ │ ├── consolidate_postprocessing.cpython-36.pyc │ │ └── consolidate_postprocessing_simple.cpython-36.pyc │ ├── connected_components.py │ ├── consolidate_all_for_paper.py │ ├── consolidate_postprocessing.py │ └── consolidate_postprocessing_simple.py ├── preprocessing │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── cropping.cpython-36.pyc │ │ ├── cropping.cpython-37.pyc │ │ ├── preprocessing.cpython-36.pyc │ │ ├── preprocessing.cpython-37.pyc │ │ └── sanity_checks.cpython-36.pyc │ ├── cropping.py │ ├── custom_preprocessors │ │ ├── __init__.py │ │ └── preprocessor_scale_RGB_to_0_1.py │ ├── preprocessing.py │ └── sanity_checks.py ├── run │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── default_configuration.cpython-36.pyc │ │ ├── default_configuration.cpython-37.pyc │ │ ├── load_pretrained_weights.cpython-36.pyc │ │ ├── load_pretrained_weights.cpython-37.pyc │ │ ├── run_training.cpython-36.pyc │ │ └── run_training.cpython-37.pyc │ ├── default_configuration.py │ ├── load_pretrained_weights.py │ ├── run_training.py │ ├── run_training_DDP.py │ └── run_training_DP.py ├── training │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── model_restore.cpython-36.pyc │ │ └── model_restore.cpython-37.pyc │ ├── cascade_stuff │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── predict_next_stage.cpython-36.pyc │ │ │ └── predict_next_stage.cpython-37.pyc │ │ └── predict_next_stage.py │ ├── data_augmentation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── custom_transforms.cpython-36.pyc │ │ │ ├── custom_transforms.cpython-37.pyc │ │ │ ├── data_augmentation_insaneDA.cpython-36.pyc │ │ │ ├── data_augmentation_insaneDA2.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA.cpython-37.pyc │ │ │ ├── data_augmentation_moreDA_Blur.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_Blur_low.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_LowReso.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_Noise.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_Noise_blur.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_Noise_low.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_final.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_mae.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_modify.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_novalds.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_real.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_small.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_small_24rot.cpython-36.pyc │ │ │ ├── data_augmentation_moreDA_zoom.cpython-36.pyc │ │ │ ├── data_augmentation_noDA.cpython-36.pyc │ │ │ ├── default_data_augmentation.cpython-36.pyc │ │ │ ├── default_data_augmentation.cpython-37.pyc │ │ │ ├── downsampling.cpython-36.pyc │ │ │ ├── downsampling.cpython-37.pyc │ │ │ ├── pyramid_augmentations.cpython-36.pyc │ │ │ ├── pyramid_augmentations.cpython-37.pyc │ │ │ └── val_DA.cpython-36.pyc │ │ ├── custom_transforms.py │ │ ├── data_augmentation_insaneDA.py │ │ ├── data_augmentation_insaneDA2.py │ │ ├── data_augmentation_moreDA.py │ │ ├── data_augmentation_noDA.py │ │ ├── default_data_augmentation.py │ │ ├── downsampling.py │ │ ├── pyramid_augmentations.py │ │ └── val_DA.py │ ├── dataloading │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── dataset_loading.cpython-36.pyc │ │ │ └── dataset_loading.cpython-37.pyc │ │ └── dataset_loading.py │ ├── learning_rate │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── cos_lr.cpython-36.pyc │ │ │ ├── poly_lr.cpython-36.pyc │ │ │ └── poly_lr.cpython-37.pyc │ │ ├── cos_lr.py │ │ └── poly_lr.py │ ├── loss_functions │ │ ├── TopK_loss.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── TopK_loss.cpython-36.pyc │ │ │ ├── TopK_loss.cpython-37.pyc │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── crossentropy.cpython-36.pyc │ │ │ ├── crossentropy.cpython-37.pyc │ │ │ ├── deep_supervision.cpython-36.pyc │ │ │ ├── deep_supervision.cpython-37.pyc │ │ │ ├── dice_loss.cpython-36.pyc │ │ │ └── dice_loss.cpython-37.pyc │ │ ├── crossentropy.py │ │ ├── deep_supervision.py │ │ └── dice_loss.py │ ├── model_restore.py │ ├── network_training │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── _nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip.cpython-36.pyc │ │ │ ├── network_trainer.cpython-36.pyc │ │ │ ├── network_trainer.cpython-37.pyc │ │ │ ├── network_trainer_2dloader.cpython-36.pyc │ │ │ ├── network_trainer_cos.cpython-36.pyc │ │ │ ├── network_trainer_em.cpython-36.pyc │ │ │ ├── network_trainer_em_mae.cpython-36.pyc │ │ │ ├── network_trainer_mae.cpython-36.pyc │ │ │ ├── network_trainer_mert.cpython-36.pyc │ │ │ ├── network_trainer_synapse.cpython-36.pyc │ │ │ ├── network_trainer_unet2022.cpython-36.pyc │ │ │ ├── nnFormerTrainerV2_DDP_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainer.cpython-36.pyc │ │ │ ├── nnUNetTrainer.cpython-37.pyc │ │ │ ├── nnUNetTrainerCascadeFullRes.cpython-36.pyc │ │ │ ├── nnUNetTrainerCascadeFullRes.cpython-37.pyc │ │ │ ├── nnUNetTrainerV2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2.cpython-37.pyc │ │ │ ├── nnUNetTrainerV2_1e4_concat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_1e4_const.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_1000.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_4aug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_2loader.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_8down_4ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_8down_cat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_8down_loader.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_8down_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_3ds_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_cos_4ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_2018_f0.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_11e4_33.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_22.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_33.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_33_false_choice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_noskip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_noskip_false_choice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_rightdep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_rightdep_4444.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_1e4_smallaug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_9e5_33.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_91.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_92.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again6_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again7_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_again8_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_modify.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_modify2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_24rot_real_1e4_33_true_choice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_8e5_const.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_911.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_9e5_concat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_9e5_const.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_ACDC.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_CascadeFullRes.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_CascadeFullRes.cpython-37.pyc │ │ │ ├── nnUNetTrainerV2_DDP.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_acdc_batch4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_acdc_batch4_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_acdc_batch4_encoder_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_acdc_batch4_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_brain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_brats_temp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_brats_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_3_nope.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_3_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_96.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_embed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_cswin_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_nnformerv2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_nnformerv2_16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_nnformerv2_16_layer.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_b_weight_down_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_former_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_nopretrain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_test3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_time.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_gelunorm_time_.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_weight_down_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_l_weight_eqpatch.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2block_global_skipkv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_3_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_3_nods_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_3_nods_gelutest.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_3_nods_nopretrain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_ssl.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_time_mix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_2laterdown_time_weighting.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_3laterdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_3laterdown_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_channel_scale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_largewindow.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_largewindow_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_largewindow_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_largewindow_4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_largewindow_seed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_4skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_5skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_5skip_5tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_channel_01.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_channel_bottlest3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_channel_st2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_channelv2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_drop.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_init64.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_laternorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_mixwin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_mlpln.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_nodecoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_nodecoder_adam.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_noln.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_scaleadd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_scaleattn.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_scaleattn_2loss.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_share.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_global_sharev2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_ins.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_ins2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_serial_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_st24.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_singleblock_warmup20.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_tranpose.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_trick.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_trick2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ACDC_trick3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_ade_128.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_brats_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_cswin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_s_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_weight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_swin_weight18.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_t6_swin_l_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DDP_unetr_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_DP.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dw13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dw3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_avg.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_avg_gama.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_16h.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_24h.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_6h.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_8h.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_8h_long.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_bs10_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_bs10_skip_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_nope.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_onlype.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_168.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_216.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_2down_base_32downw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_2down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32_real.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32_real_dim.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32_real_dim168.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32_real_dim168_noinit.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_32_real_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_4down_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_4down_noupskip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_32down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_32downw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_32downw_nn.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_32downw_nn2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_convnextpre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_convnextpre_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_convnextpre_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_dwc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_dwpara.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_long.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_slidec.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_trdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_trdown_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_base_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_basedouble.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_basedouble_32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_real.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_real_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_real_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_240_4down_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_264.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long16_pe_convnext.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs10_skip_long20.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_down_bs14.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_h.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_h2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_h3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_h4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_192_avg_h5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_Vit_acdc_embedding_dwpre_adamw_nopre_4down_avg.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_224_base_9_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_224_base_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_base_14win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_tr_bs6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_tr_last.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_tr_mid.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_tr_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_07.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_075.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_08.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_085.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_13k.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_13k_real.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_3w.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_3w_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again10.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_again9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_1e4_residual.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_09_5e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_2up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_2up_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_65.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_downdw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_k5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_k5nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_k9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_largek.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_mae_frozen.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_mae_noimg.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_mae_self_frozen.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_maxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_nore.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_self.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_self_frozen.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_self_noimg.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_skipattn.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdw_winkernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trdwfirst.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trnext.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_conv_large_trnext_k3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_15.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_3conv_group_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_3conv_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix13_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix13_nopre_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix2211.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix23_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_conv_mix_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_conv_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_conv_para_cat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw_ablation.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw_first.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw_last.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw_lastmlp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_large_dw_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_oneconv_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_again_09_tr_view.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_liner.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_again_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_again_norm_add.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_again_norm_cat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_again_norm_cat_nonorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_lowhigh_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_conv_real_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_slice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_test_nodw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_test_nodw_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_tr_dw_large_ablation.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_acdc_tr_large_ablation.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_attn_unet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_brats_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_convnext_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_convnext_acdc_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_convnext_acdc_again_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_3_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_96.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_embed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_para.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_cswin_para_true.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_24bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_32bs_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_32bs_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_32bs_pre_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_32bs_pre_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_32bs_pre_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_40bs_pre_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_cos_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_pre_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_pre_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_48bs_pre_cos_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_16down_56bs_pre_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_12bs_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_12bs_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_12bs_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_03.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_04.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_07.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_08.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_16bs_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_20bs_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_20bs_12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_20bs_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_20bs_14.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_20bs_15.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_24bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_40bs_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_1e4_fixed_8down_40bs_pre2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_dwformer_2e4_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_4down_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin4_0.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin4_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_8downagain_const_agagin5_0.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_best.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_best_bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_nogama.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em2_2016_cos_scale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_1e3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_1e3_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_3e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_4e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_5e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_5e4_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_6e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_6e4_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_16down_right.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_2down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_all.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_choos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_choos_bas.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_ori.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_patch.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_patch_128.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_right.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_right_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_right_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_4down_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_7e4_8down_right.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_8e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_8e4_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_9e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_9e4_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_Cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_cos_1e3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_cos_40.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_cos_60.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_cos_80.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_2016_sgd_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_nnunet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_5e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_6e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_7e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_7e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_8e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_em_trdw_8down_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_ep9_4aug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_former.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_fp32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_em.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_isic_adam.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_isic_adam_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_isic_adam_12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_isic_adam_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_isic_adam_14.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_synapse_224.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_git_synapse_320.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_github_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_github_test_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_1e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_1e4_fix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_224.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_224_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_2e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_2e4_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_3e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_3e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_9e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_16_16_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_8_8_16_8_again8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs12_fix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_10.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_200.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_40.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs16_8_8_16_8_again8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs8_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs8_8_32_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs8_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_1e4_bs8_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_16_16_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_16_32_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_16_32_16_8_real.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_18.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_20.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_22.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_4_16_16_8_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_4_32_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_4_32_16_8_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_8_16_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_8_32_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_8_8_16_8_again1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs12_8_8_16_8_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs16_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_2e4_bs8_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_8e5_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs12_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs12_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs16_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs8_8_32_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_9e5_bs8_8_8_16_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin31.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin41.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_test_largewin8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_1e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_1e4_again_cosr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_2e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_7e5_again_cosr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_8e5_again_cosr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_16down_9e5_again_cosr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_again10_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_again10_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_again13_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_again9_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_cosr_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e4_cosr_09_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_1e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again10_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again10_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again12_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again12_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again12_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again13_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_again9_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_cosr_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_cosr_09_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e4_cosr_09_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_2e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_3e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_3e4_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_4e4_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again10_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again10_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again11_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again12_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again12_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again13_06.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_again9_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_5e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_6e5_again9_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_7e5_again9_05.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_7e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_7e5_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_8e5_again13_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_8e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_8e5_bs12_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_8e5_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_9e5_again13_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_9e5_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_9e5_cosr_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again6.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again7.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again7_l2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again7_l2_1e3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again7_l2_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again8_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_bs12_1e4_again8_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic2016_trdw_8down_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4_Warmup.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4_smallaug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4_val50.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4_val50_Warmup.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_1e4_val50_me09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_224.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_24rot.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_384.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_384_1500.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_384_nodeep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_384_nodeep_img1k.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_l.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_100.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_bs2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch100.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch100_bs4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch100_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch100_maeweight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch100_maeweight_final.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch120_bs4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch120_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch140_bs4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch140_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch160.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch160_bs4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch160_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch200.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch400.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_lr_epoch80.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_16down_s_mae_delete.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_8down_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_8down_s_lr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_l.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_512_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_7e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_8e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_9e5_smallaug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_9e5_smallaug_24rot.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_blur.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_concat.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_33273_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_3393.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_3393_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_3393_pre_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre_3333.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre_adamw_1kfinetune.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_pre_l2005.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_100_presmall.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_33273_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_3393.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_right.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_singleup.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_singleup_1e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_singleup_5e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_trans.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_trans_notresize.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_trans_singleup.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_copyembed_trans_singleup_norm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_dice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_modify.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_modify_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_modify_again_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_44.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_22.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_44.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_baseline.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_epoch9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_loss.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_3e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_4e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_5e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_6e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_7e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_8e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_baseline.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs12.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs45.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs45_11e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs45_9e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs45_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs45_pretrainall.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_bs8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mert09_preall.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_mixencoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_3333_nods_copyembed_modify.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_adam_l2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_adamw_1kfinetune.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_adamw_1kfinetune_3333.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_dice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_200_pre_fullbatch.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_3393.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_bs32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_pre_3333.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_pre_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_300_pre_adamw_1kfinetune.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_400.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_500.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_convnext_base_100_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_epoch8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_low_blur.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_lowresol.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_noise.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_noise_blur.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_noise_low.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_noscale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_noscale_ep9.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_small_aug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_small_aug2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_isic_small_dogama.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer_.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer_truemae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformer_tumor.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_16_layer.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_acdc_oneblock.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_adwmw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_brain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_brain_pre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_brain_pre_rightwin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_decoder_concatlepe_skip_global_aftshift.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_decoder_concatlepe_skip_global_shift.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_decoder_concatlepe_skip_global_shift_repe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_decoder_concatlepe_skip_global_shift_try.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_b.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_drop0.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_embgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_em_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_em_mae_true2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_em_mae_true2_noshift.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_em_mae_true3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_mae075.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_realmae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_realmae2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_realmae3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_realmae4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_down3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_first.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_first_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_first_down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_first_down2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_first_ori.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_front.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_tumor.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_tumor_64.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_tumor_96.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_tumor_deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_global_shift_tumor_small.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_encoder_concatlepe_skip_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_mae875.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_mae_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_b.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_double.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_drop03.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_em_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_fullpre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_novalag.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_2deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_3deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_decoder_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_downlepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_emblepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_isic2016.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_isic2016_384.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_isic2016_768.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_isic2016_largebatch.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_kernel2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_mae_arc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_nodeep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_ourpre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_ourpre1000.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_ourpre_forzen.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_repe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_rightdeep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_rightdeep_formerweight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_rightweight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa250.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_constant.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_cos_25.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_cos_40.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_cos_50.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_global_shift_swa800_cos_50_full.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maepos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maeweight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maeweight1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maeweight2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maeweight2_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_maeweight3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_nogelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_skip_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_1000.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_320.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_320_64192192.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_640.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_640_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_640_encoder_64192192.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_spleen_700.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse2_167.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse2_l.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse2_l2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse2_lr3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_adamw0001.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_adamw001.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_adamw001_true.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_adamw2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_bs4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_s2_repe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_sgd0001.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_sgd0001_100.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_sgd0001_50.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnformerv2_synapse_sgd001_true.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnunet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnunet_em.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnunet_isic.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_nnunet_sy.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_noscale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_48_144_144.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_64_256.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch4_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch4_encoder_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch4_noimagenet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ACDC_batch4_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_brats64128128.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_multi_win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_weight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_weight_down_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_weight_down_up_1200.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_b_win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats500.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats64128128.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats64128128_newlr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats64128128_pretrain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats750.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_b_imagenet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_b_imagenet_newlr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_downgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_embedconv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_lesshead.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_morehead.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_s_imagenet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_s_imagenet_newlr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_brats_temp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_bratss_imagenet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_2weight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_3merge.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_gelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_gelu_nochk.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_maxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_maxpool_oldplan.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_brats_small_kernel_ssl.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_fullgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_800_8fixseed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_1_i.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_1_ii.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_8fixseed_i.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1_800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1_800_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1_800_22.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1_800_33.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_1_800_44.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2_200_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2_200_11.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2_800.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2_800_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_2_800_22.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_911_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_913.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_former.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_former_kernel3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_former_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_former_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_infertest.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel2_167.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel2_167_i.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel2_167_ii.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel2_167_iii.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel2_167_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_167.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_167_i.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_250.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_50.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_8_125.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_8_i.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_kernel3_8_ii.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_lastsw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_linedown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_singleconv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_ssl.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_t.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_test2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_test3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_time.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_gelunorm_time_.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_laternorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_maxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_mix_head.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_mix_win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_multi_head.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_multi_win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_new_down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_newsw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_normgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_truefullgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_up_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_up_gelunorm_embedgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_up_laternorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_up_normgelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_weight_down_up.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_weight_eqpatch.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_l_win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_may.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_may1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_may_noconv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_may_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_may_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_mayreal.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_nomask.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_ori.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_overlap.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_overlap1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2block_global_skipkv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2block_global_skipkv_.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2block_global_skipkv_ddp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_3_nods.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_3_nods_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_3_nods_gelutest.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_3_nods_nopretrain.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_gittest.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_ssl.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_time_mix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_2laterdown_time_weighting.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_3laterdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_3laterdown_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_channel_scale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_imagenet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_largewindow.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_largewindow_2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_largewindow_3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_largewindow_4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_laterdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_maxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_maxpool_nogelu.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_4skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_5skip.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_5skip_5tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ablation_none.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ablation_none_embed.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ablation_none_patchmerging.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ablation_none_patchmerging_true.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_channel_01.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_channel_bottlest3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_channel_st2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_channelv2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_2mlp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepe_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepe_small_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepe_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepp_inner.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_9202lepp_small.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_depthwise.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_depthwise2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_drop.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_drop2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_init64.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_laternorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_lepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_lepe_nodep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_lepetr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_mixwin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_mlpln.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecode_adam.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder_2loss.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder_channelsoft.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder_channelsoft_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder_channelsoft_lepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_nodecoder_noscale.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_noln.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_onlyconv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_scaleadd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_scaleattn.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_scaleattn_2loss.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_share.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_sharev2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_2mlp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_concatlepe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_concatlepe_1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_concatlepe_2block.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_concatlepe_encoder.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_global_skipkv_concatlepe_repe.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ins.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_ins2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_serial_channel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_st24.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_singleblock_warmup20.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_tranpose.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_trick.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ACDC_trick3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_ade_128.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_imagenet_ssl.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_largehead.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_largehead500.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_maxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_nomaxpool.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_brats_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_cswin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_gelunorm_kernel3_50.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_gelunorm_kernel3_50_167.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_s_gelunorm_kernel3_50c.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_visual.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_weight.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_weight1.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swin_weight18.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swinb.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_swinb_brats_small_kernel.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse224_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse224_test_test.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_base_4down_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_base_4down_again_14win.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_base_9_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_base_9_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_large_4down_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_large_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_13_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_13_4down_zoom.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_13_4down_zoom_aftaug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_13_8down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_2down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_16bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_16bs_46.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_16bs_64.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_2ds_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_3ds_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_64dim.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_8bs_64.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_bs22_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_bs22_sgd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_largewin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_largewin14.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_largewin28.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_largewin2856.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_again_largewin56.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_modifyaug.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_zoom.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_9_4down_zoom_sgd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tiny_hdloss.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_224_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_320_base_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_320_large_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_320_tiny_9_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_320_tiny_9_4down_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_352_tiny_9_4down_2ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_conv.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_conv4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_conv_dw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_conv_msa.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_conv_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_msa.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_224.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_224_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_256.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_288.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_320.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_320_09.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_352.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_384.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_448.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512_1e3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512_1e5.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512_5e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_512_sgd_1000.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_1000.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_1000_13.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_1000_13_16down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_1000_13_46.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_1000_13_sgd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_2e4_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_3ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_3ds_300.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_base_3ds_cosdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_cosdown.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_old.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_preall.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_sgd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_sgd_002.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice8_sgd_003.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_16down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_1e3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_4down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_s.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_sgd.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_sgd_0001.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_slice_sgd_8.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_2e4.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_fullwin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_lowhigh.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_base_mix.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_large.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_00_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_00_ds_24bs.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_09_ds_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_2down.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_bs16.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_bs16_34.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_bs16_first.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_bs16_largewin.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_224_tiny_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds_again_convtest.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds_mlp.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds_nopre.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_00_ds_nore.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_synapse_trdw_320_base_09_ds_again.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_t6_swin_l_gelunorm.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_tumor.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet2022_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet2022_em.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet2022_isic.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet2022_synapse_224.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet2022_synapse_320.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet3d.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet_plus.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet_plusplus.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet_tr2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unet_tr2_rightdep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr32.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_acdc.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_adamw.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_synapse_deep.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_synapse_deepright.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetr_tumor.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetv2.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetv3.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_unetv3_tr.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_visual_DDP.cpython-36.pyc │ │ │ ├── nnUNetTrainerV2_vit_base_ori.cpython-36.pyc │ │ │ ├── nnUNetTrainer_2dloader.cpython-36.pyc │ │ │ ├── nnUNetTrainer_cos.cpython-36.pyc │ │ │ ├── nnUNetTrainer_dice.cpython-36.pyc │ │ │ ├── nnUNetTrainer_em.cpython-36.pyc │ │ │ ├── nnUNetTrainer_em_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainer_em_patch.cpython-36.pyc │ │ │ ├── nnUNetTrainer_mae.cpython-36.pyc │ │ │ ├── nnUNetTrainer_mert.cpython-36.pyc │ │ │ ├── nnUNetTrainer_sy.cpython-36.pyc │ │ │ ├── nnUNetTrainer_synapse.cpython-36.pyc │ │ │ ├── nnUNetTrainer_unet2022.cpython-36.pyc │ │ │ ├── nnUNetTrainer_zoom_sy.cpython-36.pyc │ │ │ └── oldnnUNetTrainer.cpython-36.pyc │ │ ├── network_trainer.py │ │ ├── nnUNetTrainer.py │ │ ├── nnUNetTrainerCascadeFullRes.py │ │ ├── nnUNetTrainerV2.py │ │ ├── nnUNetTrainerV2_CascadeFullRes.py │ │ ├── nnUNetTrainerV2_unet2022_acdc.py │ │ ├── nnUNetTrainerV2_unet2022_em.py │ │ ├── nnUNetTrainerV2_unet2022_isic.py │ │ ├── nnUNetTrainerV2_unet2022_synapse_224.py │ │ ├── nnUNetTrainerV2_unet2022_synapse_320.py │ │ └── readme.md │ └── optimizer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── ranger.cpython-36.pyc │ │ └── ranger.py └── utilities │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── distributed.cpython-36.pyc │ ├── file_conversions.cpython-36.pyc │ ├── file_endings.cpython-36.pyc │ ├── folder_names.cpython-36.pyc │ ├── nd_softmax.cpython-36.pyc │ ├── nd_softmax.cpython-37.pyc │ ├── one_hot_encoding.cpython-36.pyc │ ├── one_hot_encoding.cpython-37.pyc │ ├── random_stuff.cpython-36.pyc │ ├── random_stuff.cpython-37.pyc │ ├── sitk_stuff.cpython-36.pyc │ ├── sitk_stuff.cpython-37.pyc │ 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