{"id":51751,"date":"2024-10-08T21:15:16","date_gmt":"2024-10-08T13:15:16","guid":{"rendered":"https:\/\/server.hk\/cnblog\/51751\/"},"modified":"2024-11-14T10:41:57","modified_gmt":"2024-11-14T02:41:57","slug":"ubuntu-18-04-%e6%ba%90%e7%a2%bc%e5%ae%89%e8%a3%9d-caffe-%e6%ad%a5%e9%a9%9f","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/51751\/","title":{"rendered":"Ubuntu 18.04 \u6e90\u78bc\u5b89\u88dd Caffe \u6b65\u9a5f"},"content":{"rendered":"<h1 id=\"ubuntu-18-04-%e6%ba%90%e7%a2%bc%e5%ae%89%e8%a3%9d-caffe-%e6%ad%a5%e9%a9%9f-EexLobkHds\">Ubuntu 18.04 \u6e90\u78bc\u5b89\u88dd Caffe \u6b65\u9a5f<\/h1>\n<p>Caffe \u662f\u4e00\u500b\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u7279\u5225\u9069\u5408\u65bc\u5716\u50cf\u5206\u985e\u548c\u5377\u7a4d\u795e\u7d93\u7db2\u7d61\uff08CNN\uff09\u7684\u7814\u7a76\u3002\u5b83\u7531\u4f2f\u514b\u5229\u4eba\u5de5\u667a\u6167\u7814\u7a76\u4e2d\u5fc3\uff08BAIR\uff09\u958b\u767c\uff0c\u4e26\u4ee5\u5176\u901f\u5ea6\u548c\u6a21\u7d44\u5316\u8a2d\u8a08\u800c\u805e\u540d\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u5728 Ubuntu 18.04 \u4e0a\u5f9e\u6e90\u78bc\u5b89\u88dd Caffe\uff0c\u5e6b\u52a9\u60a8\u5feb\u901f\u4e0a\u624b\u9019\u500b\u5f37\u5927\u7684\u5de5\u5177\u3002<\/p>\n<h2 id=\"%e5%89%8d%e7%bd%ae%e6%a2%9d%e4%bb%b6-EexLobkHds\">\u524d\u7f6e\u689d\u4ef6<\/h2>\n<p>\u5728\u958b\u59cb\u5b89\u88dd\u4e4b\u524d\uff0c\u60a8\u9700\u8981\u78ba\u4fdd\u7cfb\u7d71\u4e2d\u5df2\u5b89\u88dd\u4ee5\u4e0b\u4f9d\u8cf4\u9805\uff1a<\/p>\n<ul>\n<li>Ubuntu 18.04<\/li>\n<li>git<\/li>\n<li>cmake<\/li>\n<li>g++<\/li>\n<li>protobuf<\/li>\n<li>OpenCV<\/li>\n<li>BLAS\uff08\u5982 ATLAS \u6216 OpenBLAS\uff09<\/li>\n<li>Python 2.7 \u6216 3.x<\/li>\n<\/ul>\n<h2 id=\"%e5%ae%89%e8%a3%9d%e4%be%9d%e8%b3%b4%e9%a0%85-EexLobkHds\">\u5b89\u88dd\u4f9d\u8cf4\u9805<\/h2>\n<p>\u9996\u5148\uff0c\u60a8\u9700\u8981\u66f4\u65b0\u7cfb\u7d71\u4e26\u5b89\u88dd\u5fc5\u8981\u7684\u4f9d\u8cf4\u9805\u3002\u6253\u958b\u7d42\u7aef\u4e26\u57f7\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>sudo apt update\nsudo apt install -y build-essential cmake git libatlas-base-dev libprotobuf-dev protobuf-compiler libopencv-dev python3-dev python3-numpy<\/code><\/pre>\n<h2 id=\"%e4%b8%8b%e8%bc%89-caffe-%e6%ba%90%e7%a2%bc-EexLobkHds\">\u4e0b\u8f09 Caffe \u6e90\u78bc<\/h2>\n<p>\u63a5\u4e0b\u4f86\uff0c\u60a8\u9700\u8981\u5f9e GitHub \u4e0a\u4e0b\u8f09 Caffe \u7684\u6e90\u78bc\u3002\u57f7\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/BVLC\/caffe.git\ncd caffe<\/code><\/pre>\n<h2 id=\"%e9%85%8d%e7%bd%ae-caffe-EexLobkHds\">\u914d\u7f6e Caffe<\/h2>\n<p>\u5728\u4e0b\u8f09\u5b8c\u6210\u5f8c\uff0c\u60a8\u9700\u8981\u914d\u7f6e Caffe\u3002\u9996\u5148\uff0c\u8907\u88fd\u793a\u4f8b\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<pre><code>cp Makefile.config.example Makefile.config<\/code><\/pre>\n<p>\u7136\u5f8c\uff0c\u4f7f\u7528\u6587\u672c\u7de8\u8f2f\u5668\u6253\u958b <code>Makefile.config<\/code> \u6587\u4ef6\uff0c\u6839\u64da\u60a8\u7684\u9700\u6c42\u9032\u884c\u4fee\u6539\u3002\u7279\u5225\u662f\uff0c\u60a8\u53ef\u4ee5\u9078\u64c7\u555f\u7528 GPU \u652f\u6301\u6216\u8a2d\u7f6e Python \u8def\u5f91\u3002<\/p>\n<h3 id=\"%e5%95%9f%e7%94%a8-gpu-%e6%94%af%e6%8c%81%ef%bc%88%e5%8f%af%e9%81%b8%ef%bc%89-EexLobkHds\">\u555f\u7528 GPU \u652f\u6301\uff08\u53ef\u9078\uff09<\/h3>\n<p>\u5982\u679c\u60a8\u7684\u7cfb\u7d71\u652f\u6301 GPU\uff0c\u60a8\u53ef\u4ee5\u5728 <code>Makefile.config<\/code> \u4e2d\u53d6\u6d88\u8a3b\u91cb\u4ee5\u4e0b\u884c\uff1a<\/p>\n<pre><code># USE_CUDA := 1<\/code><\/pre>\n<h2 id=\"%e7%b7%a8%e8%ad%af-caffe-EexLobkHds\">\u7de8\u8b6f Caffe<\/h2>\n<p>\u914d\u7f6e\u5b8c\u6210\u5f8c\uff0c\u60a8\u53ef\u4ee5\u958b\u59cb\u7de8\u8b6f Caffe\u3002\u57f7\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>make all\nmake test\nmake runtest<\/code><\/pre>\n<p>\u9019\u4e9b\u547d\u4ee4\u5c07\u7de8\u8b6f Caffe \u7684\u6838\u5fc3\u5eab\u3001\u6e2c\u8a66\u548c\u904b\u884c\u6e2c\u8a66\u3002<\/p>\n<h2 id=\"%e5%ae%89%e8%a3%9d-python-%e6%8e%a5%e5%8f%a3-EexLobkHds\">\u5b89\u88dd Python \u63a5\u53e3<\/h2>\n<p>\u5982\u679c\u60a8\u9700\u8981\u4f7f\u7528 Python \u63a5\u53e3\uff0c\u8acb\u57f7\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>make pycaffe<\/code><\/pre>\n<p>\u78ba\u4fdd\u5c07 Caffe \u7684 Python \u8def\u5f91\u6dfb\u52a0\u5230\u60a8\u7684\u74b0\u5883\u8b8a\u91cf\u4e2d\u3002\u60a8\u53ef\u4ee5\u5728 <code>~\/.bashrc<\/code> \u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u884c\uff1a<\/p>\n<pre><code>export PYTHONPATH=\/path\/to\/caffe\/python:$PYTHONPATH<\/code><\/pre>\n<h2 id=\"%e9%a9%97%e8%ad%89%e5%ae%89%e8%a3%9d-EexLobkHds\">\u9a57\u8b49\u5b89\u88dd<\/h2>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u60a8\u53ef\u4ee5\u901a\u904e\u5728 Python \u4e2d\u5c0e\u5165 Caffe \u4f86\u9a57\u8b49\u5b89\u88dd\u662f\u5426\u6210\u529f\uff1a<\/p>\n<pre><code>python3 -c \"import caffe\"<\/code><\/pre>\n<p>\u5982\u679c\u6c92\u6709\u932f\u8aa4\u6d88\u606f\uff0c\u5247\u8868\u793a Caffe \u5b89\u88dd\u6210\u529f\u3002<\/p>\n<h2 id=\"%e7%b8%bd%e7%b5%90-EexLobkHds\">\u7e3d\u7d50<\/h2>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u4ecb\u7d39\u4e86\u5982\u4f55\u5728 Ubuntu 18.04 \u4e0a\u5f9e\u6e90\u78bc\u5b89\u88dd Caffe\u3002\u9019\u4e9b\u6b65\u9a5f\u6db5\u84cb\u4e86\u5f9e\u5b89\u88dd\u4f9d\u8cf4\u9805\u5230\u7de8\u8b6f\u548c\u9a57\u8b49\u5b89\u88dd\u7684\u6574\u500b\u904e\u7a0b\u3002Caffe \u662f\u4e00\u500b\u5f37\u5927\u7684\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u9069\u5408\u5404\u7a2e\u61c9\u7528\u5834\u666f\u3002\u5982\u679c\u60a8\u9700\u8981\u7a69\u5b9a\u7684\u74b0\u5883\u4f86\u904b\u884c Caffe\uff0c\u8003\u616e\u4f7f\u7528 <a href=\"https:\/\/server.hk\">\u9999\u6e2fVPS<\/a> \u670d\u52d9\uff0c\u4ee5\u7372\u5f97\u66f4\u597d\u7684\u6027\u80fd\u548c\u9748\u6d3b\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u5982\u4f55\u5728 Ubuntu 18.04 \u4e0a\u5f9e\u6e90\u78bc\u5b89\u88dd Caffe\uff0c\u6b65\u9a5f\u8a73\u76e1\uff0c\u52a9\u4f60\u8f15\u9b06\u914d\u7f6e\u6df1\u5ea6\u5b78\u7fd2\u74b0\u5883\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4924],"tags":[],"class_list":["post-51751","post","type-post","status-publish","format-standard","hentry","category-setup-tutorials"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51751","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=51751"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51751\/revisions"}],"predecessor-version":[{"id":51752,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51751\/revisions\/51752"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=51751"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=51751"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=51751"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}