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Look Into Slow Tests

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@ericspod 已经在做这个了。

开始于 2026年9月28日。

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描述

CI/CD

I ran each test file individually recently with a 2-GPU setup. Below are those files which took more than 5 seconds to run when excluding the import and initialisation time. It would be good to look into why these are slow (much probably has to do with download times), reduce the amount of redundant testing, and otherwise try to streamline things.

Filename Time (s)
integration/test_integration_classification_2d.py 580.076
bundle/test_bundle_trt_export.py 538.953
integration/test_integration_bundle_run.py 439.857
integration/test_integration_segmentation_3d.py 438.660
utils/enums/test_wsireader.py 404.262
integration/test_integration_workflows.py 336.788
bundle/test_bundle_download.py 323.891
integration/test_integration_workflows_adversarial.py 300.619
integration/test_integration_autorunner.py 276.426
bundle/test_bundle_ckpt_export.py 219.295
fl/test_fl_monai_algo_stats.py 218.605
fl/monai_algo/test_fl_monai_algo_dist.py 194.986
integration/test_auto3dseg_hpo.py 193.460
networks/test_convert_to_trt.py 139.984
data/test_sampler_dist.py 132.943
integration/test_integration_workers.py 126.904
integration/test_integration_workflows_gan.py 116.990
integration/test_auto3dseg_ensemble.py 110.056
integration/test_integration_gpu_customization.py 103.974
apps/test_auto3dseg.py 95.528
data/test_itk_torch_bridge.py 89.321
networks/layers/test_gmm.py 77.592
networks/nets/test_resnet.py 77.323
bundle/test_bundle_verify_net.py 71.664
handlers/test_handler_regression_metrics_dist.py 70.013
data/test_mapping_file.py 58.906
networks/layers/filtering/test_trainable_joint_bilateral.py 49.001
networks/nets/test_dints_network.py 46.907
apps/test_auto3dseg_bundlegen.py 46.594
networks/nets/test_efficientnet.py 44.872
integration/test_integration_fast_train.py 44.561
networks/layers/filtering/test_trainable_bilateral.py 41.359
bundle/test_bundle_verify_metadata.py 36.982
transforms/test_ultrasound_confidence_map_transform.py 36.933
networks/nets/test_bundle_init_bundle.py 36.709
test_timedcall_dist.py 36.706
networks/test_bundle_onnx_export.py 36.660
bundle/test_config_parser.py 35.723
transforms/inverse/test_inverse.py 35.345
inferers/test_sliding_window_inference.py 34.826
data/test_weighted_random_sampler_dist.py 33.763
data/test_persistentdataset_dist.py 33.200
engines/test_prepare_batch_default_dist.py 32.900
transforms/test_load_image.py 32.425
networks/nets/test_senet.py 32.328
networks/blocks/test_selfattention.py 32.323
networks/layers/test_gaussian_filter.py 32.077
bundle/test_bundle_utils.py 32.029
losses/test_perceptual_loss.py 28.908
apps/detection/networks/test_retinanet.py 26.551
networks/blocks/warp/test_warp.py 26.534
optimizers/test_optim_novograd.py 21.369
handlers/test_handler_garbage_collector.py 21.284
networks/nets/test_unetr.py 21.035
apps/test_mednistdataset.py 20.684
networks/nets/test_highresnet.py 20.231
networks/blocks/test_crossattention.py 19.984
transforms/test_inverse_collation.py 19.824
config/test_cv2_dist.py 19.403
networks/nets/test_densenet.py 18.834
fl/monai_algo/test_fl_monai_algo.py 18.810
networks/nets/test_swin_unetr.py 18.792
integration/test_integration_stn.py 18.156
integration/test_integration_determinism.py 18.071
handlers/test_handler_confusion_matrix_dist.py 18.069
utils/test_rankfilter_dist.py 17.819
data/test_lmdbdataset_dist.py 17.652
handlers/test_handler_rocauc_dist.py 17.641
handlers/test_handler_average_precision.py 17.598
handlers/test_handler_metrics_saver_dist.py 17.519
handlers/test_handler_classification_saver_dist.py 17.517
metrics/test_cumulative_average_dist.py 17.467
transforms/test_intensity_statsd.py 17.304
integration/test_integration_unet_2d.py 17.053
data/test_make_nifti.py 16.725
integration/test_integration_sliding_window.py 16.366
networks/nets/test_ahnet.py 15.602
handlers/test_handler_mlflow.py 15.595
integration/test_vis_gradbased.py 15.586
transforms/test_utils_pytorch_numpy_unification.py 15.439
metrics/test_hausdorff_distance.py 15.134
data/test_cachedataset.py 15.014
networks/nets/test_daf3d.py 13.200
apps/test_download_and_extract.py 12.682
apps/test_cross_validation.py 12.374
networks/layers/filtering/test_bilateral_precise.py 11.086
transforms/test_spacing.py 10.760
inferers/test_controlnet_inferers.py 10.334
transforms/test_load_imaged.py 10.105
networks/test_convert_to_onnx.py 10.082
networks/nets/test_vitautoenc.py 9.830
networks/nets/test_transchex.py 9.795
apps/vista3d/test_point_based_window_inferer.py 9.791
networks/nets/test_masked_autoencoder_vit.py 9.733
networks/blocks/test_transformerblock.py 9.419
integration/test_meta_affine.py 9.076
networks/nets/test_vit.py 8.909
networks/nets/test_vista3d.py 8.744
visualize/test_vis_gradcam.py 8.624
networks/nets/test_hovernet.py 8.578
apps/test_tciadataset.py 8.276
inferers/test_latent_diffusion_inferer.py 7.934
apps/detection/networks/test_retinanet_detector.py 7.833
data/test_arraydataset.py 7.601
networks/nets/test_milmodel.py 7.597
bundle/test_bundle_workflow.py 7.538
data/test_patch_wsi_dataset.py 7.416
integration/test_mapping_filed.py 7.087
networks/blocks/test_unetr_block.py 7.082
transforms/inverse/test_invertd.py 7.044
transforms/test_rand_torchio.py 7.033
networks/nets/test_dynunet.py 6.875
networks/nets/test_torchvision_fc_model.py 6.852
losses/test_hausdorff_loss.py 6.844
optimizers/test_lr_finder.py 6.652
transforms/test_resample_to_match.py 6.607
networks/nets/test_transformer.py 6.463
data/test_lmdbdataset.py 6.364
data/test_thread_buffer.py 6.175
networks/nets/test_mednext.py 6.143
integration/test_reg_loss_integration.py 5.974
transforms/test_keep_largest_connected_component.py 5.526
losses/image_dissimilarity/test_global_mutual_information_loss.py 5.496
losses/test_boundary_loss.py 5.470
networks/blocks/test_fpn_block.py 5.339
transforms/test_spatial_resample.py 5.246
metrics/test_surface_dice.py 5.119
integration/test_metatensor_integration.py 5.113

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