AdjustBrightness/Contrast/Hue/Saturation CV-CUDA Backend#9297
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justincdavis wants to merge 24 commits intopytorch:mainfrom
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AdjustBrightness/Contrast/Hue/Saturation CV-CUDA Backend#9297justincdavis wants to merge 24 commits intopytorch:mainfrom
justincdavis wants to merge 24 commits intopytorch:mainfrom
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/9297
Note: Links to docs will display an error until the docs builds have been completed. ❗ 1 Active SEVsThere are 1 currently active SEVs. If your PR is affected, please view them below: ❌ 4 New Failures, 1 Unrelated FailureAs of commit 13f6e7c with merge base aa35ca1 ( NEW FAILURES - The following jobs have failed:
FLAKY - The following job failed but was likely due to flakiness present on trunk:
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zy1git
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Jan 5, 2026
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I left some comments for the first round review. Feel free to let me know your thoughts.
| assert mae < 2 | ||
| mae_threshold = 2 | ||
| if make_input is make_image_cvcuda: | ||
| mae_threshold = 3 |
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May I know why the threshold becomes 3 here?
| rgb = cvcuda.cvtcolor(hsv_modified, cvcuda.ColorConversion.HSV2RGB) | ||
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| if fp: | ||
| rgb = cvcuda.convertto(rgb, cvcuda.Type.F32, scale=256.0 - 1e-3, offset=0.0) |
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What is the reason for using "256.0 - 1e-3" as the scale?
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Summary
Implements the
adjust_brightness,adjust_contrast,adjust_hue, and 'adjust_saturation' CV-CUDA kernelsTesting
python3 -m pytest test/test_transforms_v2.py::TestAdjustBrightnesspython3 -m pytest test/test_transforms_v2.py::TestAdjustContrastpython3 -m pytest test/test_transforms_v2.py::TestAdjustHuepython3 -m pytest test/test_transforms_v2.py::TestAdjustSaturationpython3 -m pytest test/test_transforms_v2.py::TestColorJitter