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[SYCL] Fix DMMV dequantization #9279
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OuadiElfarouki
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ggerganov:master
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OuadiElfarouki:fix_dmmv_dequant
Sep 4, 2024
Merged
[SYCL] Fix DMMV dequantization #9279
OuadiElfarouki
merged 4 commits into
ggerganov:master
from
OuadiElfarouki:fix_dmmv_dequant
Sep 4, 2024
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https://en.wikipedia.org/wiki/SYCL - GPU programming language
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Sep 2, 2024
I think given the perf implications of this bounds checking, we should dig a little deeper. |
@joeatodd Agree |
Updated fix and performance is preserved now. |
airMeng
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joeatodd
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LGTM
dsx1986
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Oct 29, 2024
Fixed dmmv dequant for ncols== GGML_SYCL_DMMV_X
arthw
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Nov 15, 2024
Fixed dmmv dequant for ncols== GGML_SYCL_DMMV_X
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MUL_MAT test-backend-ops currently fail on intel GPUs for Q4_1, Q5_0, Q5_1 and Q8_0 due to a small edge-case issue in the
dequantize_mul_mat_vec
kernel (when ncols <= GGML_SYCL_DMMV_X specifically).This is a minor fix that halts the access to out-bound/extra quant elements in the kernel reduction step.
All unit-tests are passing following this fix.
Performance on intel GPUs is almost not affected.