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両方とも前のリビジョン 前のリビジョン 次のリビジョン | 前のリビジョン 次のリビジョン両方とも次のリビジョン | ||
python:pyopencl [2020/06/11 02:07] – [PyOpenCL のインストール] ともやん | python:pyopencl [2021/07/23 17:14] – [Windows] ともやん | ||
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< | < | ||
<script type=" | <script type=" | ||
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- | < | ||
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- | </ | ||
</ | </ | ||
+ | ~~CLOSETOC~~ | ||
====== PyOpenCL のインストール ====== | ====== PyOpenCL のインストール ====== | ||
ここでは、以下の CPU および GPU を使用してベンチマークを行った。\\ | ここでは、以下の CPU および GPU を使用してベンチマークを行った。\\ | ||
* AMD® GPU Radeon HD 5870 | * AMD® GPU Radeon HD 5870 | ||
- | * AMD® CPU Phenom(™) II X6 1100T Processor | + | * AMD® CPU Phenom™ II X6 1100T Processor |
* Intel® GPU HD Graphics 4000 | * Intel® GPU HD Graphics 4000 | ||
- | * Intel® CPU Core(™) i7-3517U CPU @ 1.90GHz | + | * Intel® CPU Core™ i7-3517U CPU @ 1.90GHz |
* NVIDIA® GPU GeForce GT 640M | * NVIDIA® GPU GeForce GT 640M | ||
* NVIDIA® Tesla® T4 | * NVIDIA® Tesla® T4 | ||
< | < | ||
- | <div id=" | + | <div id=" |
< | < | ||
google.charts.load(' | google.charts.load(' | ||
行 57: | 行 23: | ||
let data = google.visualization.arrayToDataTable([ | let data = google.visualization.arrayToDataTable([ | ||
[' | [' | ||
- | [' | + | [' |
{v: 0.0000072220, | {v: 0.0000072220, | ||
[' | [' | ||
{v: 0.0007947200, | {v: 0.0007947200, | ||
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{v: 0.0010557440, | {v: 0.0010557440, | ||
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{v: 0.0010633330, | {v: 0.0010633330, | ||
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{v: 0.0011095000, | {v: 0.0011095000, | ||
[' | [' | ||
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title: ' | title: ' | ||
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is3D: true, | is3D: true, | ||
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vAxis: { | vAxis: { | ||
title: ' | title: ' | ||
+ | }, | ||
+ | explorer: { | ||
+ | actions: [' | ||
+ | axis: ' | ||
+ | keepInBounds: | ||
+ | maxZoomIn: 4.0 | ||
} | } | ||
}; | }; | ||
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</ | </ | ||
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+ | ===== OpenCL 開発環境 ===== | ||
+ | OpenCL を利用するには OS プラットフォームに関係なく、[[c_cpp: | ||
+ | |||
===== Windows ===== | ===== Windows ===== | ||
PyOpenCL をインストールするには、[[windows: | PyOpenCL をインストールするには、[[windows: | ||
- | \\ | + | |
+ | PyOpenCL 仮想環境の作成を行う。(任意)\\ | ||
+ | <WRAP prewrap 100% # | ||
+ | < | ||
+ | $ python -m venv py38opencl | ||
+ | $ . py38opencl\Scripts\activate | ||
+ | (py38opencl) $ python -m pip install --upgrade pip | ||
+ | Collecting pip | ||
+ | Downloading pip-20.2.3-py2.py3-none-any.whl (1.5 MB) | ||
+ | | ||
+ | Installing collected packages: pip | ||
+ | Attempting uninstall: pip | ||
+ | Found existing installation: | ||
+ | Uninstalling pip-20.1.1: | ||
+ | Successfully uninstalled pip-20.1.1 | ||
+ | Successfully installed pip-20.2.3 | ||
+ | </ | ||
+ | </ | ||
pybind11、Mako をインストールする。\\ | pybind11、Mako をインストールする。\\ | ||
<WRAP prewrap 100% #result> | <WRAP prewrap 100% #result> | ||
< | < | ||
- | > pip install pybind11 | + | > pip install pybind11 |
Collecting pybind11 | Collecting pybind11 | ||
- | Downloading | + | Downloading pybind11-2.5.0-py2.py3-none-any.whl (296 kB) |
- | | + | |
- | Collecting | + | Collecting |
- | Downloading | + | Downloading Mako-1.1.3-py2.py3-none-any.whl (75 kB) |
- | | + | |
- | Collecting MarkupSafe> | + | Collecting MarkupSafe> |
- | Downloading | + | Downloading MarkupSafe-1.1.1-cp38-cp38-win_amd64.whl |
- | Installing collected packages: pybind11, MarkupSafe, | + | Installing collected packages: pybind11, MarkupSafe, |
- | Running setup.py install for Mako ... done | + | Successfully installed |
- | Successfully installed | + | |
</ | </ | ||
</ | </ | ||
+ | |||
PyOpenCL をインストールする。\\ | PyOpenCL をインストールする。\\ | ||
< | < | ||
行 121: | 行 114: | ||
< | < | ||
Collecting pyopencl | Collecting pyopencl | ||
- | Downloading | + | Downloading pyopencl-2020.2.2.tar.gz (352 kB) |
- | | + | |
- | Collecting numpy (from pyopencl) | + | Collecting numpy |
- | | + | |
- | | + | Collecting pytools> |
- | Collecting pytools> | + | Downloading pytools-2020.4.tar.gz (67 kB) |
- | Downloading | + | |
- | | + | Collecting decorator> |
- | Collecting decorator> | + | Downloading decorator-4.4.2-py2.py3-none-any.whl |
- | Downloading | + | Collecting appdirs> |
- | Collecting appdirs> | + | Downloading appdirs-1.4.4-py2.py3-none-any.whl |
- | Downloading | + | Collecting six>=1.8.0 |
- | Collecting six>=1.9.0 (from pyopencl) | + | |
- | | + | Using legacy ' |
+ | Using legacy ' | ||
Installing collected packages: numpy, decorator, appdirs, six, pytools, pyopencl | Installing collected packages: numpy, decorator, appdirs, six, pytools, pyopencl | ||
- | | + | |
- | Running setup.py install for pyopencl ... done | + | Running setup.py install for pyopencl ... done |
- | Successfully installed appdirs-1.4.3 decorator-4.4.0 numpy-1.17.0 pyopencl-2019.1 pytools-2019.1.1 six-1.12.0 | + | Successfully installed appdirs-1.4.4 decorator-4.4.2 numpy-1.19.2 pyopencl-2020.2.2 pytools-2020.4 six-1.15.0 |
</ | </ | ||
</ | </ | ||
行 397: | 行 391: | ||
> pip install pyopencl | > pip install pyopencl | ||
</ | </ | ||
- | <WRAP prewrap 100% #result> | + | <WRAP prewrap 100% #result_long> |
< | < | ||
Collecting pyopencl | Collecting pyopencl | ||
行 540: | 行 534: | ||
</ | </ | ||
</ | </ | ||
+ | |||
+ | ==== error: Microsoft Visual C++ 14.0 is required. が発生する ==== | ||
+ | < | ||
+ | > pip install pyopencl | ||
+ | </ | ||
+ | |||
+ | <WRAP prewrap 100% # | ||
+ | < | ||
+ | Collecting pyopencl | ||
+ | Using cached pyopencl-2020.2.1.tar.gz (352 kB) | ||
+ | Requirement already satisfied: numpy in c: | ||
+ | Requirement already satisfied: pytools> | ||
+ | Requirement already satisfied: decorator> | ||
+ | Requirement already satisfied: appdirs> | ||
+ | Requirement already satisfied: six> | ||
+ | Using legacy setup.py install for pyopencl, since package ' | ||
+ | Installing collected packages: pyopencl | ||
+ | Running setup.py install for pyopencl ... error | ||
+ | ERROR: Command errored out with exit status 1: | ||
+ | | ||
+ | cwd: C: | ||
+ | Complete output (70 lines): | ||
+ | running install | ||
+ | running build | ||
+ | running build_py | ||
+ | creating build | ||
+ | creating build\lib.win-amd64-3.8 | ||
+ | creating build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\algorithm.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\array.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\bitonic_sort.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\bitonic_sort_templates.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\cache.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\capture_call.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\clmath.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\clrandom.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\cltypes.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\elementwise.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\invoker.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\ipython_ext.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\reduction.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\scan.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\tools.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\version.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\_buffers.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\_cluda.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\_mymako.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | copying pyopencl\__init__.py -> build\lib.win-amd64-3.8\pyopencl | ||
+ | creating build\lib.win-amd64-3.8\pyopencl\characterize | ||
+ | copying pyopencl\characterize\performance.py -> build\lib.win-amd64-3.8\pyopencl\characterize | ||
+ | copying pyopencl\characterize\__init__.py -> build\lib.win-amd64-3.8\pyopencl\characterize | ||
+ | creating build\lib.win-amd64-3.8\pyopencl\compyte | ||
+ | copying pyopencl\compyte\array.py -> build\lib.win-amd64-3.8\pyopencl\compyte | ||
+ | copying pyopencl\compyte\dtypes.py -> build\lib.win-amd64-3.8\pyopencl\compyte | ||
+ | copying pyopencl\compyte\__init__.py -> build\lib.win-amd64-3.8\pyopencl\compyte | ||
+ | creating build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\gen_elemwise.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\gen_reduction.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\setup_opencl.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\test_gpu_elemwise.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\test_gpu_ndarray.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | copying pyopencl\compyte\ndarray\__init__.py -> build\lib.win-amd64-3.8\pyopencl\compyte\ndarray | ||
+ | running egg_info | ||
+ | writing pyopencl.egg-info\PKG-INFO | ||
+ | writing dependency_links to pyopencl.egg-info\dependency_links.txt | ||
+ | writing requirements to pyopencl.egg-info\requires.txt | ||
+ | writing top-level names to pyopencl.egg-info\top_level.txt | ||
+ | reading manifest file ' | ||
+ | reading manifest template ' | ||
+ | warning: no files found matching ' | ||
+ | warning: no files found matching ' | ||
+ | warning: no files found matching ' | ||
+ | warning: no files found matching ' | ||
+ | warning: no files found matching ' | ||
+ | writing manifest file ' | ||
+ | creating build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-airy.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-bessel-j-complex.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-bessel-j.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-bessel-y.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-complex.h -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-eval-tbl.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-hankel-complex.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | copying pyopencl\cl\pyopencl-ranluxcl.cl -> build\lib.win-amd64-3.8\pyopencl\cl | ||
+ | creating build\lib.win-amd64-3.8\pyopencl\cl\pyopencl-random123 | ||
+ | copying pyopencl\cl\pyopencl-random123\array.h -> build\lib.win-amd64-3.8\pyopencl\cl\pyopencl-random123 | ||
+ | copying pyopencl\cl\pyopencl-random123\openclfeatures.h -> build\lib.win-amd64-3.8\pyopencl\cl\pyopencl-random123 | ||
+ | copying pyopencl\cl\pyopencl-random123\philox.cl -> build\lib.win-amd64-3.8\pyopencl\cl\pyopencl-random123 | ||
+ | copying pyopencl\cl\pyopencl-random123\threefry.cl -> build\lib.win-amd64-3.8\pyopencl\cl\pyopencl-random123 | ||
+ | running build_ext | ||
+ | building ' | ||
+ | error: Microsoft Visual C++ 14.0 is required. Get it with "Build Tools for Visual Studio": | ||
+ | ---------------------------------------- | ||
+ | ERROR: Command errored out with exit status 1: ' | ||
+ | </ | ||
+ | </ | ||
+ | 手軽に済ませたい場合は [[windows: | ||
==== fatal error C1083: include ファイルを開けません。' | ==== fatal error C1083: include ファイルを開けません。' | ||
行 545: | 行 636: | ||
> pip install pyopencl | > pip install pyopencl | ||
</ | </ | ||
- | <WRAP prewrap 100% #result> | + | <WRAP prewrap 100% #result_long> |
< | < | ||
Collecting pyopencl | Collecting pyopencl | ||
行 651: | 行 742: | ||
[[https:// | [[https:// | ||
[[http:// | [[http:// | ||
- | |||