[Feature][QDP] Add AMD GPU support via Triton backend#1158
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400Ping wants to merge 2 commits intoapache:mainfrom
Open
[Feature][QDP] Add AMD GPU support via Triton backend#1158400Ping wants to merge 2 commits intoapache:mainfrom
400Ping wants to merge 2 commits intoapache:mainfrom
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Signed-off-by: 400Ping <jiekaichang@apache.org>
Signed-off-by: 400Ping <jiekaichang@apache.org>
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Author
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Just noticed that colab doesn't have AMD GPU options, so we may need to ask AMD for collaboration. Or I will looked into modal if I can rent one. |
Member
Author
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On second thought, let me see if I can rent one first. |
Member
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Let's turn this one to draft to prevent early review. |
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Summary
This PR adds and hardens AMD GPU support through the
triton_amdbackend (ROCm + Triton), while keeping a unified encoding contract across backends.Primary goal: reduce NVIDIA vendor lock-in by enabling a practical AMD production path in QDP.
Motivation
Today, CUDA is the dominant path, which increases platform risk and procurement constraints.
This PR introduces an AMD route with consistent API behavior so users can run QDP encodings on AMD GPUs without changing upper-layer logic.
Related Issues
Closes #1155
Changes
Checklist