Various performance improvements#83
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r-devulap merged 24 commits intonumpy:mainfrom Oct 13, 2023
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On a TGL: Improves simdsort perf on 16-bit data by up to 1.25x |
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| X86_SIMD_SORT_UNROLL_LOOP(8) | ||
| for (int ii = 0; ii < num_unroll; ++ii) { | ||
| curr_vec[ii] = vtype::loadu(arr + left + ii * vtype::numlanes); | ||
| _mm_prefetch(arr + left + ii * vtype::numlanes |
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ugh, the formatting from clang_format is ugly here. Might need to tweak some parameters in the _clang-format file.
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Perf changes summary: Qsort: On SKX, up-to 1.9x speed up for 32-bit and up-to 1.5x speed up for 64-bit data. |
added 2 commits
October 13, 2023 12:35
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LGTM. Thanks for the awesome work @sterrettm2!
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This merge request adds a bunch of performance enhancements. It changes:
The small sorting algorithm to be more efficient (b52e889)
Changes how the partitioning is done in a few small ways (16e35b0)
Changes how the array is shortened to be a multiple of the correct length (d617059)
Changes how pivots are selected for larger arrays (91928b6)
Increases the amount of prefetching done (d4ecb7e)
And some smaller changes, like some small changes to the parameters used.
Note that this was tested on a 7900x, so the 16-bit performance results should be ignored.