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[CUDA EP] Add resize op version 19 support for CUDA#27415

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tianleiwu merged 3 commits intomicrosoft:mainfrom
ShirasawaSama:feature/add-cuda-resize-op-19-support
Feb 24, 2026
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[CUDA EP] Add resize op version 19 support for CUDA#27415
tianleiwu merged 3 commits intomicrosoft:mainfrom
ShirasawaSama:feature/add-cuda-resize-op-19-support

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@ShirasawaSama
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@ShirasawaSama ShirasawaSama commented Feb 22, 2026

Description

Add resize op version 19 support for CUDA

Motivation and Context

The current CUDA executor does not support the resize operation in Opset 19. When an ONNX model exported in Opset 19 is run on the CUDA executor, the resize operation is forcibly offloaded to the CPU, resulting in significant performance degradation.

QQ_1771774795593 QQ_1771774841759 QQ_1771774898098

@ShirasawaSama ShirasawaSama changed the title Add resize op version 19 support for CUDA [CUDA EP] Add resize op version 19 support for CUDA Feb 23, 2026
Comment thread onnxruntime/core/providers/cuda/tensor/resize_impl.h
Comment thread onnxruntime/core/providers/cuda/tensor/resize.cc
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline

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hariharans29
hariharans29 previously approved these changes Feb 23, 2026
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Please update OperatorKernels.md file in your PR branch

OperatorKernels.md

@ShirasawaSama
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@hariharans29 I have updated and rebased to the latest main branch.

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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline

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Azure Pipelines successfully started running 4 pipeline(s).

@tianleiwu tianleiwu merged commit 0e9b5af into microsoft:main Feb 24, 2026
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3 participants