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This PR adds support for non-contiguous tensors in SYCL backend binary OPs like ADD, SUB etc.

Note that I have little experience writing GPU kernels, this is basically a copy from ggml/src/ggml-cuda/binbcast.cu. I checked that test-backend-ops passes and confirmed that with this patch DeepSeek V2 Lite works correctly.

But someone more knowledgeable shall take a look and test this on Intel hardware.

Fixes #12390.

@github-actions github-actions bot added ggml changes relating to the ggml tensor library for machine learning SYCL https://en.wikipedia.org/wiki/SYCL - GPU programming language labels Mar 15, 2025
size_t s12 = nb12 / sizeof(src1_t);
size_t s13 = nb13 / sizeof(src1_t);

size_t s00 = nb00 / sizeof(src0_t);
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I saw a bunch of warning of s00, do you want to fix it?

/home/aubrey/work/llama-gpu/ggml/src/ggml-sycl/common.hpp:641:20: warning: unused variable 's00' [-Wunused-variable]
641 | size_t s00 = nb00 / sizeof(src0_t);

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Thx, they got lost in a sea of deprecation warnings.

@aubreyli
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This PR looks good to me now, thanks @fairydreaming for your excellent work!

@arthw
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arthw commented Mar 15, 2025

I test the CI of this PR! all passed!

Thank you!

@arthw arthw merged commit b19bd06 into ggml-org:master Mar 15, 2025
47 checks passed
arthw pushed a commit to arthw/llama.cpp that referenced this pull request Mar 19, 2025
…gml-org#12399)

* sycl : support non-contiguous tensors in binary ops

* sycl : silence unused variable warning

---------

Co-authored-by: Stanisław Szymczyk <[email protected]>
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SYCL bug: DeepSeek-V2-Lite-Chat-Q4_K_M does not work as expected

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