Philip Meier

[DONOTMERGE] add CI tests for torch.compile'ing the transforms.v2 kernels

10

I don't intend to merge this. Rather, this should serve as base to get a feeling how far away we are from achieving our goal in #8056.

Disallow missing image libraries during setup?

2

To customize the installation, we have a few environment variables, e.g. https://github.com/pytorch/vision/blob/6a85ef24ba7a5d5879c4bd795972881ef5001c9b/setup.py#L146-L149 As can be seen above, by default they are set to `1`, which indicates that the user wants...

compute flops for scaled_dot_product_flash_attention

6

https://github.com/pytorch/vision/actions/runs/5941974400/job/16117254380 Failures start with 9c4f7389d0db7cfe7e8591ea920459673344aaa8, which is the first commit that used yesterdays (20230822) PyTorch nightly. ``` =========================== short test summary info ============================ FAILED test/test_extended_models.py::test_schema_meta_validation[vit_b_16] - AssertionError: assert not [(ViT_B_16_Weights.IMAGENET1K_V1,...

Add download functionality if available to all datasets

2

## 🚀 Feature Add download functionality if available to all datasets. ## Motivation Currently, the following datasets have no option to download them directly: - `Cityscapes` - `Coco(Detection|Captions)` - `Flickr(8|30)k`...

remove fill blending for bilinear affine

1

Fixes #8083 and addresses the corresponding part in #6517. cc @vfdev-5

add grid transform zero fill shortcut

1

Fixes #6517 together with #8098. cc @vfdev-5

New default tolerances makes some tests fail

1

In #1031 several tests were identified that rely on a higher than default tolerance starting from `torch==1.9.0`: ``` test/augmentation/test_augmentation_mix.py::TestRandomCutMix::test_random_mixup_beta0 test/augmentation/test_random_generator.py::TestRandomPerspectiveGen::test_random_gen test/augmentation/test_random_generator.py::TestRandomPerspectiveGen::test_same_on_batch test/augmentation/test_random_generator.py::TestRandomRotationGen::test_random_gen test/augmentation/test_random_generator.py::TestRandomRotationGen::test_random_gen test/augmentation/test_random_generator.py::TestRandomRotationGen::test_same_on_batch test/color/test_hls.py::TestRgbToHls::test_unit test/color/test_hls.py::TestHlsToRgb::test_unit test/color/test_hsv.py::TestRgbToHsv::test_unit test/enhance/test_adjust.py::TestAdjustSaturation::test_saturation_one test/enhance/test_adjust.py::TestAdjustSaturation::test_saturation_one_batch test/enhance/test_adjust.py::TestAdjustHue::test_hue_one...

[PoC] use pytest configuration file

1

This is #3082 with an added `pytest` configuration as suggested in https://github.com/pmeier/pytest-results-action/issues/9#issuecomment-1573258305.