{"id":78,"date":"2015-07-30T00:00:00","date_gmt":"2015-07-29T16:00:00","guid":{"rendered":"https:\/\/andy9999678.me\/blog\/?p=78"},"modified":"2021-09-29T07:47:57","modified_gmt":"2021-09-28T23:47:57","slug":"building-caffe-on-windows","status":"publish","type":"post","link":"https:\/\/andy9999678.me\/blog\/archives\/78","title":{"rendered":"Building Caffe on Windows"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>\u8fd9\u5e76\u4e0d\u662f\u6559\u7a0b\uff0c\u53ea\u662f\u4e2a\u5907\u5fd8\u5f55\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u5230\u6709\u9700\u8981\u7684\u4eba\uff0c\u7136\u800c\u4e0d\u5bf9\u80fd\u5426\u89e3\u51b3\u95ee\u9898\u505a\u4efb\u4f55\u4fdd\u8bc1<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u4e2a\u5751\uff0c\u7ec8\u4e8e\u6210\u529f\u628a Caffe \u5728 Windows \u4e0a\u8dd1\u8d77\u6765\u4e86\uff08\u5176\u5b9e\u6211\u4e5f\u4e0d\u77e5\u9053\u5230\u5e95\u5bf9\u4e0d\u5bf9\uff0c\u81f3\u5c11\u7f16\u8bd1\u662f\u8fc7\u4e86\uff09\uff0c\u6682\u65f6\u6ca1\u6709 data_layer \u548c GPU \u652f\u6301\uff0c\u4e5f\u5c31\u662f\u8bf4\u5e76\u4e0d\u80fd\u5728 Windows \u4e0a\u8bad\u7ec3\uff0c\u6700\u591a\u53ea\u80fd\u624b\u52a8\u8f93\u5165\u56fe\u7247\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73af\u5883\u662fVisual Stuido 2013 Community\uff0c\u5404\u79cd\u4f9d\u8d56\u7684\u5934\u6587\u4ef6\u76f4\u63a5\u653e\u8fdbAdditional Include Directories\u91cc\u9762\u5373\u53ef\uff0c\u5728\u8fd9\u91cc\u8bf4\u4e9b\u94fe\u63a5\u5e93\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Boost\uff1a\u4f7f\u7528\u5b98\u65b9\u7684pre-built\u7248\u672c(<a href=\"https:\/\/web.archive.org\/web\/20150920225511\/http:\/sourceforge.net\/projects\/boost\/files\/boost-binaries\/\">http:\/\/sourceforge.net\/projects\/boost\/files\/boost-binaries\/<\/a>)\uff0c\u975e\u5e38\u597d\u7528\uff0c\u628a\u5934\u6587\u4ef6\u653e\u7f6e\u597d\u5373\u53ef\uff0cVS\u4f1a\u81ea\u52a8\u5bfb\u627e.lib\u7684\u4f4d\u7f6e\uff1b<\/li><li>OpenCV\uff1a\u5b98\u65b9Windows\u7248\u672c\u5373\u53ef\uff0c\u73b0\u5728\u7528\u7684\u662f2.4.11\u3002\u9700\u8981\u624b\u52a8\u5728\u9879\u76ee\u5c5e\u6027->Configuration Properties->Linker->General->Additional\u00a0Library Directories\u91cc\u6dfb\u52a0\u5e93\u7684\u6587\u4ef6\u5939\uff0c\u5728\u2026->Input->Additional Dependencies\u91cc\u9762\u6dfb\u52a0\u5e93\u7684\u6587\u4ef6\u540d\uff0c\u540e\u9762\u7684\u4f9d\u8d56\u5e93\u90fd\u8981\u7528\u8fd9\u79cd\u65b9\u5f0f\u53bb\u89e3\u51b3\uff1b<\/li><li>BLAS\u5e93\u6211\u7528\u7684\u662fOpenBLAS\uff0c\u7279\u610f\u88c5\u4e86\u4e2aMinGW\u73af\u5883\u53bb\u7f16\u8bd1\uff0c\u88c5\u597dMinGW\u4e0b\u7684gcc\u548cgfortran\u4e4b\u540e\u76f4\u63a5make &amp;&amp; make PREFIX=\/path\/to\/install\/dir install\u5373\u53ef\uff0c\u7f16\u8bd1\u751f\u6210\u7684\u662fliboepnblas.dll\u548clibopenblas.dll.a\uff0c\u6ce8\u610f.dll\u6587\u4ef6\u8981\u653e\u8fdb\u7cfb\u7edfPATH\u73af\u5883\u53d8\u91cf\u4e0b\u7684\u4f4d\u7f6e\uff0c.dll.a\u6587\u4ef6\u5c31\u662f\u4ea4\u7ed9VS\u53bb\u7528\u7684\u5e93\u6587\u4ef6\uff08\u6dfb\u52a0\u5230Additional Dependencies\u91cc\uff09\uff1b<\/li><li>google-glog\uff1agithub\u4e0a\u7684\u6e90\u7801\u91cc\u9762\u5c31\u6709VS\u7684.sln\u9879\u76ee\u6587\u4ef6\uff0c\u76f4\u63a5build\u5373\u53ef\uff0c\u751f\u6210\u7684\u5e93\u6587\u4ef6\u6254\u8fdbAdditional Dependencies\u91cc\uff1b<\/li><li>protobuf\uff1a\u8ddfglog\u4e00\u6837\u53ef\u4ee5\u76f4\u63a5\u7528\u5b98\u65b9\u63d0\u4f9b\u7684.sln\u6587\u4ef6\uff0c\u7136\u800c\u6ce8\u610f\u9700\u8981\u4f7f\u7528protoc.exe\u7528\u6765\u751f\u6210caffe.pb.cc\u548ccaffe.pb.h\u4e24\u4e2a\u91cd\u8981\u7684\u6e90\u7801\u3002<\/li><li>gflags\uff1a\u4f7f\u7528cmake-gui\u751f\u6210VS\u9879\u76ee\u6587\u4ef6\uff0c\u7136\u540e\u5728VS\u91cc\u9762Build\u5373\u53ef\uff1b<\/li><li>snappy\uff1a\u4f7f\u7528\u4e86kmanley\u7684snappy-msvc\u9879\u76ee(<a href=\"https:\/\/web.archive.org\/web\/20150920225511\/https:\/github.com\/kmanley\/snappy-msvc\">https:\/\/github.com\/kmanley\/snappy-msvc<\/a>)\uff0c\u91cc\u9762\u7684.sln\u6587\u4ef6\u53ef\u4ee5\u76f4\u63a5\u7528\uff0c\u5982\u679c\u51fa\u73b0ssize_t\u7c7b\u578b\u5b9a\u4e49\u7684\u95ee\u9898\u7684\u8bdd\u53ef\u4ee5\u624b\u52a8\u6307\u5b9a\uff1atypedef __int64 ssize_t;<\/li><li>HDF5\uff1a\u4f7f\u7528\u5b98\u65b9\u7684CMake\u5b89\u88c5\u8bf4\u660e\u5373\u53ef\uff0c\u7f16\u8bd1\u597d\u4e4b\u540e\u590d\u5236\u5e93\u548c\u5934\u6587\u4ef6\u5230\u9879\u76ee\u8bbe\u5b9a\u597d\u7684\u4f4d\u7f6e\u5373\u53ef\u3002<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e3\u51b3\u4f9d\u8d56\u540e\u9700\u8981\u624b\u52a8\u901a\u8fc7 protoc.exe \u628a\u6e90\u4ee3\u7801\u91cc\u9762\u7684 caffe.proto \u8f6c\u6362\u4e3a caffe.pb.cc \u548c caffe.pb.h\uff0c\u4e4b\u540e\u628a caffe \u7684\u6e90\u4ee3\u7801\u76f4\u63a5\u6dfb\u52a0\u5230\u9879\u76ee\u91cc\u9762\u5373\u53ef\uff08Add->Existing Item\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e90\u4ee3\u7801\u5f88\u591a\u5730\u65b9\u9700\u8981\u4fee\u6539\uff0c\u6298\u817e\u4e86\u597d\u957f\u65f6\u95f4\u5f88\u591a\u5730\u65b9\u90fd\u5fd8\u4e86\uff0c\u8bf4\u4e00\u4e9b\u80fd\u8bb0\u4f4f\u7684\u5427\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u56e0\u4e3a\u662f CPU_ONLY\uff0c\u6ce8\u610f\u5728\u9879\u76ee\u5c5e\u6027\u91cc\u9884\u5148\u5b9a\u4e49 CPU_ONLY \u8fd9\u4e2a flag\uff1b<\/li><li>io.cpp \u91cc\u9762\u7528\u5230\u4e86 posix \u7684 open \u548c close \u51fd\u6570\uff0c\u8fd8\u597d VS \u63d0\u4f9b\u4e86\u5bf9\u8fd9\u4e24\u4e2a\u51fd\u6570\u7684\u652f\u6301\uff0c\u6dfb\u52a0 #include&lt;io.h> \u5373\u53ef\uff08\u53c2\u8003\u8fd9\u91cc\uff1a<a href=\"https:\/\/web.archive.org\/web\/20150920225511\/http:\/stackoverflow.com\/questions\/13198627\/using-file-descriptors-in-visual-studio-2010-and-windows\">Using File Descriptors in Visual Studio 2010 and Windows<\/a>\uff09\uff1b<\/li><li>io.hpp \u5934\u6587\u4ef6\u91cc\u9762\u7684 MakeTempFilename \u548c MakeTempDir \u4e24\u4e2a inline \u51fd\u6570\u6211\u76f4\u63a5\u6ce8\u91ca\u6389\u4e86\uff0c\u56e0\u4e3a\u53d1\u73b0\u8fd9\u4e24\u4e2a\u51fd\u6570\u53ea\u5728 runtest \u90e8\u5206\u624d\u4f1a\u7528\u5230\uff1b<\/li><li>\u597d\u591a\u53ef\u6267\u884c\u6587\u4ef6\u7684\u6e90\u7801\u91cc\u4f3c\u4e4e\u90fd\u6709 namespace \u7684\u95ee\u9898\uff0c\u9700\u8981\u624b\u52a8\u6dfb\u52a0 caffe:: \u548c boost:: \u7684 namespace\uff1b<\/li><li>\u2026\u2026\uff08\u8bb0\u4e0d\u4f4f\u4e86\uff09<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u5e76\u4e0d\u662f\u6559\u7a0b\uff0c\u53ea\u662f\u4e2a\u5907\u5fd8\u5f55\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u5230\u6709\u9700\u8981\u7684\u4eba\uff0c\u7136\u800c\u4e0d\u5bf9\u80fd\u5426\u89e3\u51b3\u95ee\u9898\u505a\u4efb\u4f55\u4fdd\u8bc1 \u5f00\u4e2a\u5751\uff0c\u7ec8\u4e8e\u6210\u529f\u628a Caf &hellip; <a href=\"https:\/\/andy9999678.me\/blog\/archives\/78\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Building Caffe on Windows<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-78","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/posts\/78","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/comments?post=78"}],"version-history":[{"count":1,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/posts\/78\/revisions"}],"predecessor-version":[{"id":79,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/posts\/78\/revisions\/79"}],"wp:attachment":[{"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/media?parent=78"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/categories?post=78"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/andy9999678.me\/blog\/wp-json\/wp\/v2\/tags?post=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}