詳解Windows下源碼編譯PaddlePaddle

更新時(shí)間：2023年04月06日 09:44:57 作者：Livingbody

這篇文章主要為大家介紹了Windows下從源碼編譯PaddlePaddle解析，有需要的朋友可以借鑒參考下，希望能夠有所幫助，祝大家多多進(jìn)步，早日升職加薪

1.環(huán)境準(zhǔn)備

Windows 10 專業(yè)版 (64bit)
Python 版本 Python 3.9.16(64 bit)
Visual Studio2022 專業(yè)版

1.1 cmake

cmake --version

cmake version 3.25.1-msvc1
CMake suite maintained and supported by Kitware (kitware.com/cmake).

1.2 python

(p2) PS D:\Paddle&gt; python --version
Python 3.9.16

1.3 cuda

(p2) PS D:\Paddle&gt; nvidia-smi
Wed Apr  5 17:06:19 2023
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 516.94       Driver Version: 516.94       CUDA Version: 11.7     |

1.4 python包

(p2) PS D:\Paddle&gt; pip install numpy protobuf  wheel ninja
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Requirement already satisfied: numpy in i:\miniconda3\envs\p2\lib\site-packages (1.23.2)
Requirement already satisfied: protobuf in i:\miniconda3\envs\p2\lib\site-packages (3.20.3)
Requirement already satisfied: wheel in i:\miniconda3\envs\p2\lib\site-packages (0.38.4)
Requirement already satisfied: ninja in i:\miniconda3\envs\p2\lib\site-packages (1.11.1)

1.5 創(chuàng)建編譯文件夾

mkdir D:\workspace &amp;&amp; cd /d D:\workspace
git clone https://github.com/PaddlePaddle/Paddle.git
cd Paddle

1.6 啟用visual studio終端

**********************************************************************
** Visual Studio 2022 Developer Command Prompt v17.5.3
** Copyright (c) 2022 Microsoft Corporation
**********************************************************************
C:\Program Files\Microsoft Visual Studio\2022\Professional&gt;d:
D:\&gt;cd Paddle
D:\Paddle&gt;

1.7 開(kāi)始編譯

先編譯CPU版本吧，因?yàn)镚PU的cuda和cudnn環(huán)境變量不會(huì)寫（偷懶用conda安裝的）

cmake .. -GNinja -DWITH_GPU=OFF -DWITH_UNITY_BUILD=ON
ninja

編譯過(guò)程中會(huì)下載東西，所以建議不要斷網(wǎng)。此過(guò)程中：

特別費(fèi)CPU,我的到了100%，風(fēng)扇呼呼的；
內(nèi)存使用不大，10GB左右沒(méi)變過(guò)；
不斷使用git下載，所以網(wǎng)速要好。

1.8 docker編譯

docker run --name paddle-test -v 123456:/paddle --network=host -it registry.baidubce.com/paddlepaddle/paddle:latest-dev /bin/bash

          3 times.
CMake Error at /paddle/build/third_party/dlpack/tmp/extern_dlpack-gitclone.cmake:31 (message):
  Failed to clone repository: 'https://github.com/dmlc/dlpack.git'
CMakeFiles/extern_dlpack.dir/build.make:91: recipe for target 'third_party/dlpack/src/extern_dlpack-stamp/extern_dlpack-download' failed
make[2]: *** [third_party/dlpack/src/extern_dlpack-stamp/extern_dlpack-download] Error 1
CMakeFiles/Makefile2:4791: recipe for target 'CMakeFiles/extern_dlpack.dir/all' failed
make[1]: *** [CMakeFiles/extern_dlpack.dir/all] Error 2
fatal: unable to access 'https://github.com/JuliaStrings/utf8proc.git/': Failed to connect to github.com port 443: Connection refused
-- Had to git clone more than once:
          3 times.
CMake Error at /paddle/build/third_party/utf8proc/tmp/extern_utf8proc-gitclone.cmake:31 (message):
  Failed to clone repository: 'https://github.com/JuliaStrings/utf8proc.git'
CMakeFiles/extern_utf8proc.dir/build.make:90: recipe for target 'third_party/utf8proc/src/extern_utf8proc-stamp/extern_utf8proc-download' failed
make[2]: *** [third_party/utf8proc/src/extern_utf8proc-stamp/extern_utf8proc-download] Error 1
CMakeFiles/Makefile2:4818: recipe for target 'CMakeFiles/extern_utf8proc.dir/all' failed

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