Add CUDA implementation of GatherBlockQuantized operator #25575
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Please update onnxruntime/test/contrib_ops/gather_block_quantized_op_test.cc to test CUDA EP when it is available. |
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### Description This PR implements GatherBlockQuantized operator for CUDA EP with 4 bit and 8 bit data support. ### Motivation and Context GatherBlockQuantified operator is essential for MOE model's expert selection, especially when the model has been statically quantized. --------- Co-authored-by: Xiaoyan Hu <[email protected]>
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…5575) ### Description This PR implements GatherBlockQuantized operator for CUDA EP with 4 bit and 8 bit data support. ### Motivation and Context GatherBlockQuantified operator is essential for MOE model's expert selection, especially when the model has been statically quantized. --------- Co-authored-by: Xiaoyan Hu <[email protected]>
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…5575) ### Description This PR implements GatherBlockQuantized operator for CUDA EP with 4 bit and 8 bit data support. ### Motivation and Context GatherBlockQuantified operator is essential for MOE model's expert selection, especially when the model has been statically quantized. --------- Co-authored-by: Xiaoyan Hu <[email protected]>
tianleiwu
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### Description This PR implements GatherBlockQuantized operator for CUDA EP with 4 bit and 8 bit data support. ### Motivation and Context GatherBlockQuantified operator is essential for MOE model's expert selection, especially when the model has been statically quantized. --------- Co-authored-by: Xiaoyan Hu <[email protected]>
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### Description Cherry-pick the following PRs: #25943 #25937 #25917 #25909 #25898 #25897 #25888 #25881 #25830 #25619 #25575 #25572 #25558 #25530 #25474 #25455 #25110 Also two dependent PRs for qMoE cpu: #25877 #25822 --------- Co-authored-by: xiaomsft <[email protected]> Co-authored-by: Xiaoyan Hu <[email protected]> Co-authored-by: Akshay Sonawane <[email protected]> Co-authored-by: Kunal Vaishnavi <[email protected]> Co-authored-by: Pradeep Sakhamoori <[email protected]> Co-authored-by: mingyue <[email protected]> Co-authored-by: Maximilian Müller <[email protected]> Co-authored-by: Adrian Lizarraga <[email protected]> Co-authored-by: Dmitri Smirnov <[email protected]> Co-authored-by: Emmanuel <[email protected]> Co-authored-by: Emmanuel Assumang <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: praneshgo <[email protected]> Co-authored-by: Hariharan Seshadri <[email protected]> Co-authored-by: Jing Fang <[email protected]> Co-authored-by: Ishwar Raut <[email protected]>
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Description
This PR implements GatherBlockQuantized operator for CUDA EP with 4 bit and 8 bit data support.
Motivation and Context
GatherBlockQuantified operator is essential for MOE model's expert selection, especially when the model has been statically quantized.