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lo/exp/simd/BENCHMARK.md
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Samuel Berthe 035f1b358a Experiments: adding SIMD helpers (#801) 
* feat(exp,simd): adding SumAxB helpers

* feat(exp,simd): adding MeanAxB and ClampAxB helpers

* feat(exp,simd): adding MinAxB and MaxAxB helpers

* refactor(exp,simd): group perf helper category + architecture

* feat(exp,simd): adding ContainsAxB helpers

* perf(exp,simd): cast to unsafe slice once

* feat(exp,simd): call the right SIMD helper based on local architecture

* chore: internal dependency linking

* Update exp/simd/math.go

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* style: fix linter

* style: fix linter

* chore: enable simd in makefile

* chore(ci): add simd package to test runs

* chore(ci): add simd package to test runs only for go 1.26

* fix(simd): fix overflow

* fix(simd): fix overflow and apply the same behavior than lo.Mean

* doc(exp,simd): adding initial doc

* refactor(simd): move intersect_avx2 and intersect_sse code into intersect_avx512

* fix(simd): call SSE fallback instead of lo.Sum for default helpers

* feat(simd): cache simd features on package init to avoid repeated checks

* perf(exp,simd): precompute length + improve code quality

* perf(exp,simd): faster iteration for min/max value

* test(exp,simd): adding benchmarks

* test(exp,simd): adding benchmarks results

* test(exp,simd): adding benchmarks results

* doc(exp,simd): adding warning for overflows in SIMD operations

* feat(exp,simd): adding more dispatch helpers

* feat(exp,simd): adding SumBy variants

* feat(exp,simd): adding MeanBy variants

* fix(exp,simd): faster clamp

* 💄

* doc(exp,simd): adding SumBy + MeanBy

* fix(exp,simd): faster SIMD operations

* chore(ci): enable the benchmarks temporary

* chore(ci): display cpu architecture before running tests

* chore(ci): github actions are hidding some useful stuffs

* chore(ci): no SIMD VM available at Github during the weekend ???

* test(exp,simd): larger epsilon

* oops

* perf(exp,simd): faster iterations

* doc(exp,simd): report last version of benchmarks

* 💄

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-21 19:19:36 +01:00

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Benchmark

Summary

Benchmarks show that running SIMD operations on small datasets is slower:

BenchmarkSumInt8/small/Fallback-lo-2            	248740710	        5.218 ns/op
BenchmarkSumInt8/small/SSE-x16-2                	126181464	        9.485 ns/op
BenchmarkSumInt8/small/AVX2-x32-2               	 73059427	        14.44 ns/op
BenchmarkSumInt8/small/AVX512-x64-2             	 49913169	        24.41 ns/op

But SIMD is much faster on large datasets:

BenchmarkSumInt8/xlarge/Fallback-lo-2           	  273898	         4383 ns/op
BenchmarkSumInt8/xlarge/SSE-x16-2               	 6928408	        173.1 ns/op
BenchmarkSumInt8/xlarge/AVX2-x32-2              	12639586	        94.09 ns/op
BenchmarkSumInt8/xlarge/AVX512-x64-2            	13509693	        89.67 ns/op

Run

export GOEXPERIMENT=simd
cd exp/simd/
go test -bench ./... -run=^Benchmark -benchmem -bench

# get instruction set
cat /proc/cpuinfo

Result

archsimd.X86: AVX=true AVX2=true AVX512=true
goos: linux
goarch: amd64
pkg: github.com/samber/lo/exp/simd
cpu: AMD EPYC 9454P 48-Core Processor    

...

PASS
ok  	github.com/samber/lo/exp/simd	596.213s
Benchmark Iterations Time/op Bytes/op Allocs/op
BenchmarkContainsInt8/tiny/SSE-x16-2 312359204 3.625 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/tiny/AVX2-x32-2 277194441 4.531 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/tiny/AVX512-x64-2 336853209 3.401 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/small/SSE-x16-2 449132103 2.670 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/small/AVX2-x32-2 148648339 8.332 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/small/AVX512-x64-2 143124861 7.982 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/medium/SSE-x16-2 276816714 4.302 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/medium/AVX2-x32-2 345774957 3.529 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/medium/AVX512-x64-2 449868722 2.669 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/large/SSE-x16-2 100000000 10.68 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/large/AVX2-x32-2 172934200 6.941 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/large/AVX512-x64-2 280992625 4.384 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/xlarge/SSE-x16-2 187189599 6.203 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/xlarge/AVX2-x32-2 274289563 4.042 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/xlarge/AVX512-x64-2 375048555 2.953 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/massive/SSE-x16-2 86434948 14.02 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/massive/AVX2-x32-2 153742346 8.012 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8/massive/AVX512-x64-2 259404483 5.214 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/tiny/SSE-x8-2 270309470 4.315 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/tiny/AVX2-x16-2 264874646 4.281 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/tiny/AVX512-x32-2 328810479 3.593 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/small/SSE-x8-2 374742561 3.206 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/small/AVX2-x16-2 449838870 2.678 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/small/AVX512-x32-2 143845734 8.484 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/medium/SSE-x8-2 185415590 6.448 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/medium/AVX2-x16-2 273780868 4.268 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/medium/AVX512-x32-2 350067484 3.431 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/large/SSE-x8-2 61109778 19.66 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/large/AVX2-x16-2 100000000 10.74 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/large/AVX512-x32-2 182886646 6.575 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/xlarge/SSE-x8-2 15220682 71.53 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/xlarge/AVX2-x16-2 31876572 37.57 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/xlarge/AVX512-x32-2 61992217 19.55 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/massive/SSE-x8-2 4372000 262.8 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/massive/AVX2-x16-2 9019658 131.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt16/massive/AVX512-x32-2 16568430 74.25 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/tiny/SSE-x4-2 499209442 2.406 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/tiny/AVX2-x8-2 350479609 3.433 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/tiny/AVX512-x16-2 280918554 4.309 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/small/SSE-x4-2 299561596 4.028 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/small/AVX2-x8-2 374064310 3.205 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/small/AVX512-x16-2 499219765 2.418 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/medium/SSE-x4-2 100000000 10.42 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/medium/AVX2-x8-2 187391635 6.403 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/medium/AVX512-x16-2 307955800 3.875 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/large/SSE-x4-2 33256420 36.05 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/large/AVX2-x8-2 62421526 19.23 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/large/AVX512-x16-2 100000000 10.36 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/xlarge/SSE-x4-2 8328856 144.9 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/xlarge/AVX2-x8-2 17039037 71.14 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/xlarge/AVX512-x16-2 28740241 41.77 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/massive/SSE-x4-2 3525885 332.3 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/massive/AVX2-x8-2 7318027 164.5 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt32/massive/AVX512-x16-2 12181366 99.08 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/tiny/SSE-x2-2 409014308 2.934 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/tiny/AVX2-x4-2 449210791 2.667 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/tiny/AVX512-x8-2 280998146 4.293 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/small/SSE-x2-2 195631429 6.172 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/small/AVX2-x4-2 281272394 4.308 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/small/AVX512-x8-2 408933924 3.044 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/medium/SSE-x2-2 63006909 18.94 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/medium/AVX2-x4-2 100000000 10.67 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/medium/AVX512-x8-2 197411126 6.016 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/large/SSE-x2-2 17098578 70.57 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/large/AVX2-x4-2 32558013 37.07 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/large/AVX512-x8-2 57629485 20.94 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/xlarge/SSE-x2-2 4286155 281.8 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/xlarge/AVX2-x4-2 8344772 143.8 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/xlarge/AVX512-x8-2 14428276 83.14 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/massive/SSE-x2-2 1000000 1012 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/massive/AVX2-x4-2 2350525 510.6 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64/massive/AVX512-x8-2 3773523 318.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/tiny/SSE-x16-2 338880315 3.332 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/tiny/AVX2-x32-2 320784217 3.559 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/tiny/AVX512-x64-2 341599854 3.331 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/small/SSE-x16-2 449579424 2.670 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/small/AVX2-x32-2 140368142 8.648 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/small/AVX512-x64-2 146828888 8.182 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/medium/SSE-x16-2 374443974 3.472 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/medium/AVX2-x32-2 449271607 2.672 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/medium/AVX512-x64-2 598525731 2.018 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/large/SSE-x16-2 254828565 4.956 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/large/AVX2-x32-2 407777484 2.938 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/large/AVX512-x64-2 443472316 2.666 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/xlarge/SSE-x16-2 162196827 7.867 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/xlarge/AVX2-x32-2 268324950 4.518 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/xlarge/AVX512-x64-2 400437789 2.952 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/massive/SSE-x16-2 214548872 5.640 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/massive/AVX2-x32-2 348431553 3.391 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint8/massive/AVX512-x64-2 459781908 2.455 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/tiny/SSE-x8-2 276271912 4.297 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/tiny/AVX2-x16-2 281145528 4.270 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/tiny/AVX512-x32-2 315343911 3.667 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/small/SSE-x8-2 374632351 3.204 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/small/AVX2-x16-2 449355727 2.670 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/small/AVX512-x32-2 138088146 8.395 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/medium/SSE-x8-2 187276191 6.582 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/medium/AVX2-x16-2 281107980 4.306 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/medium/AVX512-x32-2 358850328 3.516 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/large/SSE-x8-2 59025931 19.98 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/large/AVX2-x16-2 100000000 10.68 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/large/AVX512-x32-2 179631354 6.569 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/xlarge/SSE-x8-2 16576267 71.63 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/xlarge/AVX2-x16-2 32578981 36.96 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/xlarge/AVX512-x32-2 61464870 19.44 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/massive/SSE-x8-2 2153736 557.4 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/massive/AVX2-x16-2 4225728 281.3 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint16/massive/AVX512-x32-2 7829936 145.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/tiny/SSE-x4-2 499390296 2.403 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/tiny/AVX2-x8-2 362964080 3.342 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/tiny/AVX512-x16-2 281063364 4.268 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/small/SSE-x4-2 293867554 4.004 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/small/AVX2-x8-2 374510434 3.203 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/small/AVX512-x16-2 499714206 2.402 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/medium/SSE-x4-2 100000000 10.42 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/medium/AVX2-x8-2 187258657 6.405 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/medium/AVX512-x16-2 312999210 3.881 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/large/SSE-x4-2 33298366 36.02 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/large/AVX2-x8-2 62409421 19.23 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/large/AVX512-x16-2 100000000 10.10 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/xlarge/SSE-x4-2 7948898 143.6 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/xlarge/AVX2-x8-2 17021738 70.49 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/xlarge/AVX512-x16-2 28742320 41.77 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/massive/SSE-x4-2 1595774 751.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/massive/AVX2-x8-2 3094242 381.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint32/massive/AVX512-x16-2 5080051 238.3 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/tiny/SSE-x2-2 374760351 3.203 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/tiny/AVX2-x4-2 498763054 2.419 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/tiny/AVX512-x8-2 319635274 3.582 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/small/SSE-x2-2 187032452 6.447 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/small/AVX2-x4-2 299546244 4.009 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/small/AVX512-x8-2 373937659 3.207 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/medium/SSE-x2-2 62413118 19.23 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/medium/AVX2-x4-2 113978791 10.42 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/medium/AVX512-x8-2 186965330 6.484 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/large/SSE-x2-2 17005768 70.57 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/large/AVX2-x4-2 33286495 36.69 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/large/AVX512-x8-2 61486065 19.93 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/xlarge/SSE-x2-2 4154370 280.8 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/xlarge/AVX2-x4-2 8371358 148.2 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/xlarge/AVX512-x8-2 14193795 72.36 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/massive/SSE-x2-2 1773937 676.4 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/massive/AVX2-x4-2 3500168 343.0 ns/op 0 B/op 0 allocs/op
BenchmarkContainsUint64/massive/AVX512-x8-2 7097266 249.3 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/tiny/SSE-x4-2 410522160 2.675 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/tiny/AVX2-x8-2 308565882 3.814 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/tiny/AVX512-x16-2 315331897 3.755 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/small/SSE-x4-2 278219434 4.642 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/small/AVX2-x8-2 362945481 3.287 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/small/AVX512-x16-2 408523153 2.941 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/medium/SSE-x4-2 100000000 10.77 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/medium/AVX2-x8-2 186186376 6.409 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/medium/AVX512-x16-2 264255108 4.619 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/large/SSE-x4-2 33028701 36.27 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/large/AVX2-x8-2 62465360 19.53 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/large/AVX512-x16-2 108213310 10.95 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/xlarge/SSE-x4-2 8359381 143.6 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/xlarge/AVX2-x8-2 17042701 70.46 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/xlarge/AVX512-x16-2 31806921 37.13 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/massive/SSE-x4-2 1000000 1100 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/massive/AVX2-x8-2 2164672 554.4 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat32/massive/AVX512-x16-2 4201453 293.9 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/tiny/SSE-x2-2 362183925 3.223 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/tiny/AVX2-x4-2 449021466 2.687 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/tiny/AVX512-x8-2 320176149 3.820 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/small/SSE-x2-2 187139116 6.415 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/small/AVX2-x4-2 280722585 4.300 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/small/AVX512-x8-2 335670502 3.472 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/medium/SSE-x2-2 62343927 19.23 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/medium/AVX2-x4-2 112332902 10.69 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/medium/AVX512-x8-2 179610780 6.741 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/large/SSE-x2-2 16996959 70.51 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/large/AVX2-x4-2 33017950 36.29 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/large/AVX512-x8-2 60322328 19.73 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/xlarge/SSE-x2-2 4141281 282.9 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/xlarge/AVX2-x4-2 7856590 145.0 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/xlarge/AVX512-x8-2 16623739 72.06 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/massive/SSE-x2-2 541202 2195 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/massive/AVX2-x4-2 1000000 1158 ns/op 0 B/op 0 allocs/op
BenchmarkContainsFloat64/massive/AVX512-x8-2 2115301 560.4 ns/op 0 B/op 0 allocs/op
BenchmarkContainsWorstCase/SSE-x4-2 7651734 145.6 ns/op 0 B/op 0 allocs/op
BenchmarkContainsWorstCase/AVX2-x8-2 14921599 70.49 ns/op 0 B/op 0 allocs/op
BenchmarkContainsWorstCase/AVX512-x16-2 28708478 41.38 ns/op 0 B/op 0 allocs/op
BenchmarkContainsBestCase/SSE-x4-2 534237578 2.136 ns/op 0 B/op 0 allocs/op
BenchmarkContainsBestCase/AVX2-x8-2 561252645 2.159 ns/op 0 B/op 0 allocs/op
BenchmarkContainsBestCase/AVX512-x16-2 560396454 2.137 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/tiny/SSE-x4-2 499649139 2.401 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/tiny/AVX2-x8-2 329743240 3.421 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/tiny/AVX512-x16-2 280516392 4.276 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/small/SSE-x4-2 299373171 4.006 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/small/AVX2-x8-2 374407988 3.267 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/small/AVX512-x16-2 486948346 2.424 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/medium/SSE-x4-2 100000000 10.41 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/medium/AVX2-x8-2 182899621 6.412 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/medium/AVX512-x16-2 311969776 3.829 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/large/SSE-x4-2 33309816 36.04 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/large/AVX2-x8-2 59912676 19.74 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/large/AVX512-x16-2 100000000 10.65 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/xlarge/SSE-x4-2 8346818 143.7 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/xlarge/AVX2-x8-2 16980399 70.54 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/xlarge/AVX512-x16-2 28676455 42.94 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/massive/SSE-x4-2 1000000 1151 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/massive/AVX2-x8-2 2161594 555.2 ns/op 0 B/op 0 allocs/op
BenchmarkContainsNegative/massive/AVX512-x16-2 3549094 350.5 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8ByWidth/SSE-x16-2 331533141 3.222 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8ByWidth/AVX2-x32-2 408741681 3.193 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt8ByWidth/AVX512-x64-2 365382873 3.241 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64SteadyState/SSE-x2-2 5722603 211.5 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64SteadyState/AVX2-x4-2 11711869 103.1 ns/op 0 B/op 0 allocs/op
BenchmarkContainsInt64SteadyState/AVX512-x8-2 19671033 61.36 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/small/Fallback-lo-2 248740710 5.218 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/small/SSE-x16-2 126181464 9.485 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/small/AVX2-x32-2 73059427 14.44 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/small/AVX512-x64-2 49913169 24.41 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/medium/Fallback-lo-2 17278075 69.96 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/medium/SSE-x16-2 100000000 10.58 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/medium/AVX2-x32-2 91620999 13.10 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/medium/AVX512-x64-2 54082130 22.20 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/large/Fallback-lo-2 2006178 576.3 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/large/SSE-x16-2 41836690 27.82 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/large/AVX2-x32-2 51735399 23.04 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/large/AVX512-x64-2 40861586 29.40 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/xlarge/Fallback-lo-2 273898 4383 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/xlarge/SSE-x16-2 6928408 173.1 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/xlarge/AVX2-x32-2 12639586 94.09 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8/xlarge/AVX512-x64-2 13509693 89.67 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/small/Fallback-lo-2 249444103 5.012 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/small/SSE-x8-2 244927230 5.052 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/small/AVX2-x16-2 122088517 9.715 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/small/AVX512-x32-2 54098370 22.00 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/medium/Fallback-lo-2 15782683 72.54 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/medium/SSE-x8-2 100000000 10.51 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/medium/AVX2-x16-2 100000000 10.75 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/medium/AVX512-x32-2 56147455 21.38 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/large/Fallback-lo-2 2173214 598.1 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/large/SSE-x8-2 26319481 44.73 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/large/AVX2-x16-2 40459519 27.91 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/large/AVX512-x32-2 39359752 31.28 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/xlarge/Fallback-lo-2 273932 4382 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/xlarge/SSE-x8-2 3557265 331.2 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/xlarge/AVX2-x16-2 6930166 173.4 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt16/xlarge/AVX512-x32-2 12100244 97.01 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/small/Fallback-lo-2 249566539 4.808 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/small/SSE-x4-2 259250019 4.581 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/small/AVX2-x8-2 232858933 5.404 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/small/AVX512-x16-2 100000000 11.18 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/medium/Fallback-lo-2 17274441 72.28 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/medium/SSE-x4-2 58400258 20.56 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/medium/AVX2-x8-2 110851756 10.67 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/medium/AVX512-x16-2 106593603 11.25 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/large/Fallback-lo-2 2171817 551.8 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/large/SSE-x4-2 8270253 146.0 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/large/AVX2-x8-2 22234518 46.06 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/large/AVX512-x16-2 37448763 32.31 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/xlarge/Fallback-lo-2 273699 4559 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/xlarge/SSE-x4-2 1000000 1102 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/xlarge/AVX2-x8-2 3586887 332.4 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt32/xlarge/AVX512-x16-2 7214437 170.5 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/small/Fallback-lo-2 417473124 2.886 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/small/SSE-x2-2 287521756 4.169 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/small/AVX2-x4-2 277783513 4.311 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/small/AVX512-x8-2 172823103 6.993 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/medium/Fallback-lo-2 34022653 35.27 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/medium/SSE-x2-2 49241248 24.05 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/medium/AVX2-x4-2 78897342 14.58 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/medium/AVX512-x8-2 84361297 14.03 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/large/Fallback-lo-2 3680988 282.3 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/large/SSE-x2-2 6293607 170.7 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/large/AVX2-x4-2 12739849 91.28 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/large/AVX512-x8-2 25508130 46.30 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/xlarge/Fallback-lo-2 546321 2283 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/xlarge/SSE-x2-2 877434 1289 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/xlarge/AVX2-x4-2 1845892 650.4 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64/xlarge/AVX512-x8-2 2148355 550.8 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/small/Fallback-lo-2 411100770 2.951 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/small/SSE-x4-2 264013596 4.572 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/small/AVX2-x8-2 174478266 6.911 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/small/AVX512-x16-2 61182673 19.78 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/medium/Fallback-lo-2 33815070 35.68 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/medium/SSE-x4-2 58238188 20.66 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/medium/AVX2-x8-2 91316544 13.26 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/medium/AVX512-x16-2 80046624 15.08 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/large/Fallback-lo-2 4304168 278.7 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/large/SSE-x4-2 6198957 184.8 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/large/AVX2-x8-2 12260169 86.60 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/large/AVX512-x16-2 22147112 45.34 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/xlarge/Fallback-lo-2 546901 2193 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/xlarge/SSE-x4-2 736503 1622 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/xlarge/AVX2-x8-2 1493887 810.5 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat32/xlarge/AVX512-x16-2 2959298 393.4 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/small/Fallback-lo-2 410778070 3.043 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/small/SSE-x2-2 254156008 4.714 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/small/AVX2-x4-2 227604434 5.323 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/small/AVX512-x8-2 170099748 7.115 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/medium/Fallback-lo-2 33646345 35.78 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/medium/SSE-x2-2 32931152 34.92 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/medium/AVX2-x4-2 75389446 16.79 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/medium/AVX512-x8-2 89826181 13.33 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/large/Fallback-lo-2 4293837 302.8 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/large/SSE-x2-2 3146601 381.4 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/large/AVX2-x4-2 6373876 184.3 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/large/AVX512-x8-2 13464712 88.96 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/xlarge/Fallback-lo-2 545764 2193 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/xlarge/SSE-x2-2 368846 3390 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/xlarge/AVX2-x4-2 709940 1613 ns/op 0 B/op 0 allocs/op
BenchmarkSumFloat64/xlarge/AVX512-x8-2 1480214 808.6 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/small/Fallback-lo-2 411529147 3.043 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/small/SSE-x4-2 204428401 5.872 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/small/AVX2-x8-2 187573928 6.214 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/small/AVX512-x16-2 98346700 12.12 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/medium/Fallback-lo-2 33481442 35.72 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/medium/SSE-x4-2 52042394 22.12 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/medium/AVX2-x8-2 96288541 13.44 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/medium/AVX512-x16-2 100995780 11.90 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/large/Fallback-lo-2 4296570 289.9 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/large/SSE-x4-2 7743022 146.4 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/large/AVX2-x8-2 24355988 46.26 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/large/AVX512-x16-2 37322655 32.89 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/xlarge/Fallback-lo-2 547008 2193 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/xlarge/SSE-x4-2 1087246 1112 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/xlarge/AVX2-x8-2 1386868 761.9 ns/op 0 B/op 0 allocs/op
BenchmarkMeanInt32/xlarge/AVX512-x16-2 7166142 170.7 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/small/Fallback-lo-2 349760005 3.449 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/small/SSE-x2-2 189674538 6.293 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/small/AVX2-x4-2 159228600 7.531 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/small/AVX512-x8-2 110196433 10.89 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/medium/Fallback-lo-2 32968618 36.17 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/medium/SSE-x2-2 30863817 37.69 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/medium/AVX2-x4-2 62428772 19.66 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/medium/AVX512-x8-2 77140984 15.54 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/large/Fallback-lo-2 4281057 280.6 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/large/SSE-x2-2 3057349 389.4 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/large/AVX2-x4-2 6509438 185.9 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/large/AVX512-x8-2 12668032 93.50 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/xlarge/Fallback-lo-2 545898 2288 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/xlarge/SSE-x2-2 367671 4048 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/xlarge/AVX2-x4-2 739941 1621 ns/op 0 B/op 0 allocs/op
BenchmarkMeanFloat64/xlarge/AVX512-x8-2 1434867 811.3 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/small/SSE-x4-2 312338268 3.860 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/small/AVX2-x8-2 238034872 5.042 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/small/AVX512-x16-2 152600943 6.661 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/medium/SSE-x4-2 61051266 19.73 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/medium/AVX2-x8-2 91792144 13.11 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/medium/AVX512-x16-2 99994540 12.18 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/large/SSE-x4-2 8604774 140.5 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/large/AVX2-x8-2 15581037 77.56 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/large/AVX512-x16-2 30512421 40.24 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/xlarge/SSE-x4-2 1000000 1110 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/xlarge/AVX2-x8-2 2158272 557.2 ns/op 0 B/op 0 allocs/op
BenchmarkMinInt32/xlarge/AVX512-x16-2 4253668 282.6 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/small/SSE-x2-2 264129410 4.544 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/small/AVX2-x4-2 299587609 4.008 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/small/AVX512-x8-2 100000000 10.05 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/medium/SSE-x2-2 32778514 36.93 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/medium/AVX2-x4-2 53356347 20.30 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/medium/AVX512-x8-2 74832976 16.21 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/large/SSE-x2-2 3863326 300.0 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/large/AVX2-x4-2 7670576 146.5 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/large/AVX512-x8-2 14017984 78.21 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/xlarge/SSE-x2-2 492739 2195 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/xlarge/AVX2-x4-2 1000000 1103 ns/op 0 B/op 0 allocs/op
BenchmarkMinFloat64/xlarge/AVX512-x8-2 2145290 560.3 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/small/SSE-x4-2 306585705 3.860 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/small/AVX2-x8-2 237347997 5.086 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/small/AVX512-x16-2 201433966 6.130 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/medium/SSE-x4-2 60759631 19.92 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/medium/AVX2-x8-2 90934662 13.13 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/medium/AVX512-x16-2 98517944 12.18 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/large/SSE-x4-2 8590542 139.6 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/large/AVX2-x8-2 15770372 77.69 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/large/AVX512-x16-2 30197324 39.32 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/xlarge/SSE-x4-2 1000000 1104 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/xlarge/AVX2-x8-2 2152038 562.1 ns/op 0 B/op 0 allocs/op
BenchmarkMaxInt32/xlarge/AVX512-x16-2 3917990 296.7 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/small/SSE-x2-2 249617162 4.816 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/small/AVX2-x4-2 207017514 5.855 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/small/AVX512-x8-2 66520290 17.74 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/medium/SSE-x2-2 32307492 36.92 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/medium/AVX2-x4-2 57306838 20.77 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/medium/AVX512-x8-2 56911946 21.12 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/large/SSE-x2-2 4259366 287.1 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/large/AVX2-x4-2 7905420 148.9 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/large/AVX512-x8-2 14100686 83.43 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/xlarge/SSE-x2-2 545378 2243 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/xlarge/AVX2-x4-2 1000000 1113 ns/op 0 B/op 0 allocs/op
BenchmarkMaxFloat64/xlarge/AVX512-x8-2 2119741 565.7 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8ByWidth/Fallback-lo-2 896775 1335 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8ByWidth/SSE-x16-2 12557700 94.52 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8ByWidth/AVX2-x32-2 18702537 55.03 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt8ByWidth/AVX512-x64-2 21342572 56.10 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64SteadyState/Fallback-lo-2 513738 2195 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64SteadyState/SSE-x2-2 928376 1296 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64SteadyState/AVX2-x4-2 1836968 888.1 ns/op 0 B/op 0 allocs/op
BenchmarkSumInt64SteadyState/AVX512-x8-2 2141715 551.3 ns/op 0 B/op 0 allocs/op
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