SIMD popcount

Sample programs for my article http://0x80.pl/articles/sse-popcount.html

Introduction

Subdirectory original contains code from 2008 --- it is 32-bit and GCC-centric. The root directory contains fresh C++11 code, written with intrinsics and tested on 64-bit machine.

As usual type make to compile programs, then you can invoke:

verify --- program tests if all non-lookup implementations counts bits properly.
speed --- program tests different implementations of popcount procedure; please read help to find all options (run the program without arguments).

You can also run make run to run speed for all available implementations.

Available implementations in new version

There are following procedures:

sse-lookup --- pshufb version described in the article.
lookup-8 --- lookup table of type std::uint8_t[256].
lookup-64 --- lookup table of type std::uint64_t[256], LUT is 8 times larger, but we avoid extending 8 to 64 bits.
bit-parallel --- well know bit parallel method.
bit-parallel-optimized --- in this variant counting on packed bytes is performed exactly in the same way as described in the article: this gives 50% speedup.
sse-bit-parallel --- SSE implementation of bit-parallel-optimized

Results from core i5, program compiled by GCC 4.9.2:

running cpu                           time = 0.127574 s
running sse-lookup                    time = 0.147006 s
running sse-bit-parallel              time = 0.208366 s
running bit-parallel-optimized        time = 0.447463 s
running bit-parallel                  time = 0.683336 s
running lookup-8                      time = 0.668823 s
running lookup-64                     time = 0.687057 s

Results from i7:

Clang
running cpu                           ...reference result = 3999936000, time =   0.055046 s
running sse-lookup                    ...reference result = 3999936000, time =   0.098277 s
running sse-bit-parallel              ...reference result = 3999936000, time =   0.111080 s
running bit-parallel-optimized        ...reference result = 3999936000, time =   0.000261 s
running bit-parallel                  ...reference result = 3999936000, time =   0.000359 s
running lookup-8                      ...reference result = 3999936000, time =   0.362899 s
running lookup-64                     ...reference result = 3999936000, time =   0.326885 s
running lookup-3                      ...reference result = 3999936000, time =   1.408825 s
running lookup-4                      ...reference result = 3999936000, time =   0.801271 s
running lookup-7                      ...reference result = 3999936000, time =   0.662352 s

GCC
running cpu                           ...reference result = 3999936000, time =   0.053749 s
running sse-lookup                    ...reference result = 3999936000, time =   0.097490 s
running sse-bit-parallel              ...reference result = 3999936000, time =   0.107081 s
running bit-parallel-optimized        ...reference result = 3999936000, time =   0.000250 s
running bit-parallel                  ...reference result = 3999936000, time =   0.000371 s
running lookup-8                      ...reference result = 3999936000, time =   0.372160 s
running lookup-64                     ...reference result = 3999936000, time =   0.328134 s
running lookup-3                      ...reference result = 3999936000, time =   1.429192 s
running lookup-4                      ...reference result = 3999936000, time =   0.792507 s
running lookup-7                      ...reference result = 3999936000, time =   0.645930 s

References:

http://wm.ite.pl/articles/sse-popcount.html

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
original		original
.gitignore		.gitignore
Makefile		Makefile
README.rst		README.rst
clang_vs_gcc_benchmark.txt		clang_vs_gcc_benchmark.txt
config.h		config.h
popcnt-bit-parallel-scalar.cpp		popcnt-bit-parallel-scalar.cpp
popcnt-cpu.cpp		popcnt-cpu.cpp
popcnt-lookup.cpp		popcnt-lookup.cpp
popcnt-lookup3.cpp		popcnt-lookup3.cpp
popcnt-lookup4.cpp		popcnt-lookup4.cpp
popcnt-lookup7.cpp		popcnt-lookup7.cpp
popcnt-sse-bit-parallel.cpp		popcnt-sse-bit-parallel.cpp
popcnt-sse-lookup.cpp		popcnt-sse-lookup.cpp
run.sh		run.sh
speed.cpp		speed.cpp
sse_operators.cpp		sse_operators.cpp
verify.cpp		verify.cpp

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SIMD popcount

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