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ToDtype CV-CUDA Backend

Open justincdavis opened this issue 1 month ago • 4 comments

Summary

Add the backend kernel for ToDtype transform using CV-CUDA

How to use

import cvcuda
import torchvision.transforms.v2.functional as F

cvc_tensor = cvcuda.Tensor((1, 224, 224, 3), cvcuda.Type.U8, cvcuda.TensorLayout.NHWC)
# Dispatches to F.to_dtype_cvcuda
cvc_fp32_tensor = F.to_dtype(cvc_tensor, torch.float32)

justincdavis avatar Nov 19 '25 21:11 justincdavis

:link: Helpful Links

:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/9278

Note: Links to docs will display an error until the docs builds have been completed.

:heavy_exclamation_mark: 1 Active SEVs

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pytorch-bot[bot] avatar Nov 19 '25 21:11 pytorch-bot[bot]

Hi @justincdavis!

Thank you for your pull request and welcome to our community.

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meta-cla[bot] avatar Nov 19 '25 21:11 meta-cla[bot]

@justincdavis could you complete the missing Contributor License Agreement (c.f. earlier comment from the meta-cla bot)?

AntoineSimoulin avatar Nov 26 '25 14:11 AntoineSimoulin

Hi @zy1git thanks for the first pass! I have updated this PR to reflect the conventions of the flip PR, LMK what you think!

justincdavis avatar Dec 04 '25 18:12 justincdavis