From 7f67030eec2dbf72fea2bb85aed1e7f2fb583b31 Mon Sep 17 00:00:00 2001 From: Milo Yip Date: Wed, 23 Jul 2014 23:24:58 +0800 Subject: [PATCH] Add readme and license --- license.txt | 19 +++ readme.md | 117 ++++++++++++++++++ ...67_win64_vc2013_u32toa_sequential_time.png | Bin 0 -> 14424 bytes ...n64_vc2013_u32toa_sequential_timedigit.png | Bin 0 -> 67556 bytes 4 files changed, 136 insertions(+) create mode 100644 license.txt create mode 100644 readme.md create mode 100644 result/corei7920@2.67_win64_vc2013_u32toa_sequential_time.png create mode 100644 result/corei7920@2.67_win64_vc2013_u32toa_sequential_timedigit.png diff --git a/license.txt b/license.txt new file mode 100644 index 0000000..265db88 --- /dev/null +++ b/license.txt @@ -0,0 +1,19 @@ +Copyright (C) 2014 Milo Yip + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. \ No newline at end of file diff --git a/readme.md b/readme.md new file mode 100644 index 0000000..89e851f --- /dev/null +++ b/readme.md @@ -0,0 +1,117 @@ +# itoa Benchmark + +Copyright(c) 2011-2014 Milo Yip (miloyip@gmail.com) + +## Introduction + +This benchmark evaluates the performance of conversion from 32-bit/64-bit integer to ASCII string in decimal. The function prototypes are: + +~~~~~~~~cpp +void u32toa(uint32_t value, char* buffer); +void i32toa(int32_t value, char* buffer); +void u64toa(uint64_t value, char* buffer); +void i64toa(int64_t value, char* buffer); +~~~~~~~~ + +Note that `itoa()` is *not* a standard function in C and C++, but provided by some compilers. + +## Procedure + +Firstly the program verifies the correctness of implementations. + +Then, two cases for benchmark are carried out: + +1. **Sequential**: Converts consecutive values in same number of decimal digits. + + For `u32toa()`, the tested values are { 1, 2, ..., 9 }, {10, 11, ..., 99 }, ... { 4000000000, 4000000001, ..., 4294967296}, i.e., groups of 1 to 10 decimal digits. + + For signed versions, use alternate signs, e.g. { 1, -2, 3, -4, ... 9 }. + + For 64-bit integer, there are groups of 1 to 20 decimal digits. + +2. **Random**: Converts the shuffled sequence of the first case. + +Each digit group is run for 100000 times. The minimum time duration is measured for 10 trials. + +## Build and Run + +1. Obtain [premake4](http://industriousone.com/premake/download). +2. Copy premake4 executable to `itoa-benchmark/build` folder (or system path). +3. Run `premake.bat` or `premake.sh` in `itoa-benchmark/build` +4. On Windows, build the solution at `itoa-benchmark/build/vs2008/` or `/vs2010/`. +5. On other platforms, run GNU `make config=release32` (or `release64`) at `itoa-benchmark/build/gmake/` +6. On success, run the `itoa` executable is generated at `itoa-benchmark/` +7. The results in CSV format will be written to `itoa-benchmark/result`. +8. Run GNU `make` in `itoa-benchmark/result` to generate results in HTML. + +## Results + +The following are `sequential` results measured on a PC (Core i7 920 @2.67Ghz), where `u32toa()` is compiled by Visual C++ 2013 and run on Windows 64-bit: + +Function  | Time (ms)  | Speedup  +-----------|-----------:|-------: +sprintf | 184.511 | 1.00x +vc | 61.508 | 3.00x +naive | 26.704 | 6.91x +count | 20.493 | 9.00x +lut | 17.771 | 10.38x +countlut | 9.932 | 18.58x +branchlut | 8.427 | 21.90x +sse2 | 8.045 | 22.94x +null | 2.138 | 86.29x + +![corei7920@2.67_win64_vc2013_u32toa_sequential_time](result/corei7920@2.67_win64_vc2013_u32toa_sequential_time.png) + +![corei7920@2.67_win64_vc2013_u32toa_sequential_timedigit](result/corei7920@2.67_win64_vc2013_u32toa_sequential_timedigit.png) + +Note that the `null` implementation does nothing. It measures the overheads of looping and function call. + +Some results of various configurations are located at `itoa-benchmark/result`. They can be accessed online, with interactivity provided by [Google Charts](https://developers.google.com/chart/): + +* [corei7920@2.67_win32_vc2013](http://rawgit.com/miloyip/itoa-benchmark/master/result/corei7920@2.67_win32_vc2013.html) +* [corei7920@2.67_win64_vc2013](http://rawgit.com/miloyip/itoa-benchmark/master/result/corei7920@2.67_win64_vc2013.html) +* [corei7920@2.67_cygwin32_gcc4.8](http://rawgit.com/miloyip/itoa-benchmark/master/result/corei7920@2.67_cygwin32_gcc4.8.html) +* [corei7920@2.67_cygwin64_gcc4.8](http://rawgit.com/miloyip/itoa-benchmark/master/result/corei7920@2.67_cygwin64_gcc4.8.html) + +## Implementations + +Function  | Description +-----------|----------- +sprintf | `sprintf()` in C standard library +vc | Visual C++'s `_itoa()`, `_i64toa()`, `_ui64toa()` +naive | Compute division/modulo of 10 for each digit, store digits in temp array and copy to buffer in reverse order. +count | Count number of decimal digits first, using technique from [1]. +lut | Uses lookup table (LUT) of digit pairs for division/modulo of 100. Mentioned in [2] +countlut | Combines count and lut. +branchlut | Use branching to divide-and-conquer the range of value, make computation more parallel. +sse2 | Based on branchlut scheme, use SSE2 SIMD instructions to convert 8 digits in parallel. The algorithm is designed by Wojciech Muła [3]. (Experiment shows it is useful for values equal to or more than 9 digits) +null | Do nothing. + +## FAQ + +1. How to add an implementation? + + You may clone an existing implementation file (e.g. `naive.cpp`). And then modify it. Re-run `premake` to add it to project or makefile. Note that it will automatically register to the benchmark by macro `REGISTER_TEST(name)`. + + Making pull request of new implementations is welcome. + +2. Why not converting integers to `std::string`? + + It may introduce heap allocation, which is a big overhead. User can easily wrap these low-level functions to return `std::string`, if needed. + +3. Why fast `itoa()` functions is needed? + + They are a very common operations in writing data in text format. The standard way of `sprintf()`, `std::stringstream`, `std::to_string(int)` (C++11) often provides poor performance. The author of this benchmark would optimize the "naive" implementation in [RapidJSON](https://github.com/miloyip/rapidjson/issues/31), thus he creates this project. + +## References + +[1] Anderson, [Bit Twiddling Hacks](https://graphics.stanford.edu/~seander/bithacks.html#IntegerLog10), 1997. + +[2] Alexandrescu, [Three Optimization Tips for C++](http://www.slideshare.net/andreialexandrescu1/three-optimization-tips-for-c-15708507), 2012. + +[3] Muła, [SSE: conversion integers to decimal representation](http://wm.ite.pl/articles/sse-itoa.html), 2011. + +## Related Benchmarks and Discussions + +* [C++ itoa benchmark](https://github.com/localvoid/cxx-benchmark-itoa) by [localvoid](https://github.com/localvoid) +* [Stackoverflow: C++ performance challenge: integer to std::string conversion](http://stackoverflow.com/questions/4351371/c-performance-challenge-integer-to-stdstring-conversion) diff --git a/result/corei7920@2.67_win64_vc2013_u32toa_sequential_time.png 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