perf(encoding): Use pre-compiled and cache-aligned lookup table for faster decode (varint encoding) (#589)#589
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perf(encoding): Use pre-compiled and cache-aligned lookup table for faster decode (varint encoding) (#589)#589srsuryadev wants to merge 5 commits intomainfrom
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Summary: Add `decodeSingleByteRun` fast path to `bulkVarintDecode32` and `bulkVarintDecode64` that processes leading runs of single-byte varints (values 0-127) using 8-byte word reads before falling through to the BMI2 switch-based decoder. For each 8-byte word where no continuation bits are set (`word & 0x8080808080808080 == 0`), all 8 varints are decoded with simple shifts, avoiding the `_pext_u64` and 64-case switch overhead. This is placed in the caller functions rather than inside `bulkVarintDecodeBmi2` to preserve the BMI2 function's code layout and icache behavior for mixed-width data. Benchmark results (1M elements, mode/opt): | Scenario | Before | After | Speedup | |-----------------------|-----------|-----------|-----------| | 1-byte (32-bit) | 465us | 260us | 1.79x | | 5-byte (32-bit) | slower | 1.22ms | fixed | | 3-byte (32-bit) | 1.04ms | 864us | 1.20x | | 4-byte (32-bit) | 1.50ms | 1.04ms | 1.44x | | 64-bit 1-byte | 294us | 232us | 1.27x | | batch1024 | 1.96us | 1.20us | 1.63x | | Uniform/2-byte/8-byte | unchanged | unchanged | no regress| Also enhances the varint benchmark with fixed byte-width benchmarks (1-5 byte for 32-bit, 1/4/8 byte for 64-bit), skip benchmarks, and batch size benchmarks. Differential Revision: D96617939
… single-byte varints Summary: Manually loop-unroll `decodeSingleByteRun` with a 3-tier approach: 1. 32-element (4-word) unrolled loop with combined high-bit check `(w0 | w1 | w2 | w3) & kHighBits` to minimize branch overhead 2. 8-element (1-word) loop for smaller runs 3. Single-element trailing loop to pick up individual single-byte varints before multi-byte values Also extracts the byte-expansion logic into a reusable `expandWord()` helper for clarity. Differential Revision: D96619597
…gleByteRun Summary: Replace scalar byte expansion and reinterpret_cast-based uint64_t loads in decodeSingleByteRun with xsimd-based SIMD operations: - Use xsimd::batch<uint8_t>::load_unaligned for a single wide load (32 bytes on AVX2) + vptest to check all high bits at once, replacing 4 separate uint64_t loads + OR chain. - Use xsimd::batch<T> construction and store_unaligned for byte-to-element widening (compiles to vpmovzxbd on AVX2, vmovl on NEON). - Replace reinterpret_cast<const uint64_t*> with std::memcpy in the 8-byte loop to avoid strict-aliasing/alignment issues. Differential Revision: D96628007 Reviewed By: xiaoxmeng
…ncoding to make it robust Summary: Add further tests to the varint encoding to make it robust Differential Revision: D96665765
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Summary:
Use pre-compiled and cache-aligned lookup table for varint decode to eliminate switch case
Note: there is a regression for 2-byte case - planning to fix here D97189009
Reviewed By: Yuhta
Differential Revision: D96756546