tensorflow安装

    xiaoxiao2021-03-25  193

    0.安装jdk1.8 ================================================================================= 1.升级g++. 详见gcc升级 ================================================================================= 2.安装Anaconda ================================================================================= 3.安装bazel tar -xvf bazel-0.4.1.tar.gz cd bazel-0.4.1 ./compile.sh export PATH=/home/test/vv/bazel-0.4.1/output:$PATH ================================================================================= 4. 安装tensorflow (1) unzip tensorflow-master.zip cd tensorflow-master ./configure 会报错(下载失败. 原因是由于网络、包版本已不在) --------------------------------------------------------------------------------- (2)收集下载失败的以下文件, 放入/home/test/tensorflow-dep目录下,  并启动本地http服务python -m SimpleHTTPServer 8080: eigen-eigen-f562a193118d.tar.gz    iron-a11y-keys-behavior-1.1.8.tar.gz         iron-collapse-1.0.8.tar.gz       libxsmm-master.zip font-roboto-1.0.1.tar.gz           iron-ajax-1.2.0.tar.gz                       iron-dropdown-1.4.0.tar.gz       nasm-2.12.02.tar.bz2 giflib-5.1.4.tar.gz                iron-autogrow-textarea-1.0.12.tar.gz         iron-fit-behavior-1.2.5.tar.gz   numeric.min.js gmock-1.7.0.zip                    iron-behaviors-1.0.17.tar.gz                 iron-flex-layout-1.3.0.tar.gz    paper-radio-group-master.zip googlemock-master.zip              iron-checked-element-behavior-1.0.4.tar.gz   iron-icons-1.1.3.tar.gz          re2-master.zip iron-a11y-announcer-1.0.5.tar.gz   iron-collapse-1.0.8 (1).tar.gz               junit-4.12.jar                   swig-3.0.8.tar.gz --------------------------------------------------------------------------------- (3)修改vi /home/test/vv/tensorflow-master/tensorflow/workspace.bzl, 主要修改下载地址(url)、前缀()、去除SHA256校验, 如下:  24   native.new_http_archive(  25     name = "eigen_archive",  26     #url = "http://bitbucket.org/eigen/eigen/get/" + eigen_version + ".tar.gz",  27     url = "http://localhost:8080/home/test/tensorflow-dep/eigen-eigen-" + eigen_version + ".tar.gz",  28     #xyz sha256 = eigen_sha256,  29     strip_prefix = "eigen-eigen-" + eigen_version,  30     build_file = str(Label("//:eigen.BUILD")),  31   )  32   33   native.new_http_archive(  34     name = "libxsmm_archive",  35     #url = "https://github.com/hfp/libxsmm/archive/1.5.tar.gz",  36     url = "http://localhost:8080/home/test/tensorflow-dep/libxsmm-master.zip",  37     #sha256 = "c52568c5e0e8dc9d8fcf869a716d73598e52f71c3d83af5a4c0b3be81403b423",  38     strip_prefix = "libxsmm-master",  39     build_file = str(Label("//:libxsmm.BUILD")),  40   )  41   42   native.bind(  43     name = "xsmm_avx",  44     actual = "@libxsmm_archive//:xsmm_avx",  45   )  46   47   native.http_archive(  48     name = "com_googlesource_code_re2",  49     #url = "http://github.com/google/re2/archive/b94b7cd42e9f02673cd748c1ac1d16db4052514c.tar.gz",  50     url = "http://localhost:8080/home/test/tensorflow-dep/re2-master.zip",  51     #sha256 = "bd63550101e056427c9e7ff12a408c1c8b74e9803f393ca916b2926fc2c4906f",  52     strip_prefix = "re2-master",  53   )  82   native.new_http_archive(  83     name = "nasm",  84     #url = "http://www.nasm.us/pub/nasm/releasebuilds/2.12.02/nasm-2.12.02.tar.bz2",  85     url = "http://localhost:8080/home/test/tensorflow-dep/nasm-2.12.02.tar.bz2",  86     #sha256 = "00b0891c678c065446ca59bcee64719d0096d54d6886e6e472aeee2e170ae324",  87     strip_prefix = "nasm-2.12.02",  88     build_file = str(Label("//third_party:nasm.BUILD")),  89   ) 107   native.new_http_archive( 108     name = "gif_archive", 109     #url = "http://ufpr.dl.sourceforge.net/project/giflib/giflib-5.1.4.tar.gz", 110     url = "http://localhost:8080/home/test/tensorflow-dep/giflib-5.1.4.tar.gz", 111     #sha256 = "34a7377ba834397db019e8eb122e551a49c98f49df75ec3fcc92b9a794a4f6d1", 112     strip_prefix = "giflib-5.1.4", 113     build_file = str(Label("//:gif.BUILD")), 114   ) 136   native.new_http_archive( 137     name = "gmock_archive", 138     #url = "http://pkgs.fedoraproject.org/repo/pkgs/gmock/gmock-1.7.0.zip/073b984d8798ea1594f5e44d85b20d66/gmock-1.7.0.zip", 139     url = "http://localhost:8080/home/test/tensorflow-dep/googlemock-master.zip", 140     #sha256 = "26fcbb5925b74ad5fc8c26b0495dfc96353f4d553492eb97e85a8a6d2f43095b", 141     strip_prefix = "googlemock-master", 142     build_file = str(Label("//:gmock.BUILD")), 143   ) 168   native.new_http_archive( 169     name = "swig", 170     #sha256 = "58a475dbbd4a4d7075e5fe86d4e54c9edde39847cdb96a3053d87cb64a23a453", 171     #url = "http://ufpr.dl.sourceforge.net/project/swig/swig/swig-3.0.8/swig-3.0.8.tar.gz", 172     url = "http://localhost:8080/home/test/tensorflow-dep/swig-3.0.8.tar.gz", 173     strip_prefix = "swig-3.0.8", 174     build_file = str(Label("//third_party:swig.BUILD")), 175   ) 273   # Make junit-4.12 available as //external:junit 274   native.http_jar( 275     name = "junit_jar", 276     #url = "https://github.com/junit-team/junit4/releases/download/r4.12/junit-4.12.jar", 277     url = "http://localhost:8080/home/test/tensorflow-dep/junit-4.12.jar", 278     #sha256 = "59721f0805e223d84b90677887d9ff567dc534d7c502ca903c0c2b17f05c116a", 279   ) --------------------------------------------------------------------------------- (4)修改 /home/test/vv/tensorflow-master/WORKSPACE, 主要修改下载地址, 如下:  62 new_http_archive(  63   name = "font_roboto",  64   build_file = "bower.BUILD",  65   #url = "https://github.com/polymerelements/font-roboto/archive/v1.0.1.tar.gz",  66   url = "http://localhost:8080/home/test/tensorflow-dep/font-roboto-1.0.1.tar.gz",  67   strip_prefix = "font-roboto-1.0.1",  68 )  77 new_http_archive(  78   name = "iron_a11y_announcer",  79   build_file = "bower.BUILD",  80   #url = "https://github.com/polymerelements/iron-a11y-announcer/archive/v1.0.5.tar.gz",  81   url = "http://localhost:8080/home/test/tensorflow-dep/iron-a11y-announcer-1.0.5.tar.gz",  82   strip_prefix = "iron-a11y-announcer-1.0.5",  83 )  85 new_http_archive(  86   name = "iron_a11y_keys_behavior",  87   build_file = "bower.BUILD",  88   #url = "https://github.com/polymerelements/iron-a11y-keys-behavior/archive/v1.1.8.tar.gz",  89   url = "http://localhost:8080/home/test/tensorflow-dep/iron-a11y-keys-behavior-1.1.8.tar.gz",  90   strip_prefix = "iron-a11y-keys-behavior-1.1.8",  91 )  92   93 new_http_archive(  94   name = "iron_ajax",  95   build_file = "bower.BUILD",  96   #url = "https://github.com/polymerelements/iron-ajax/archive/v1.2.0.tar.gz",  97   url = "http://localhost:8080/home/test/tensorflow-dep/iron-ajax-1.2.0.tar.gz",  98   strip_prefix = "iron-ajax-1.2.0",  99 ) 100  101 new_http_archive( 102   name = "iron_autogrow_textarea", 103   build_file = "bower.BUILD", 104   #url = "https://github.com/polymerelements/iron-autogrow-textarea/archive/v1.0.12.tar.gz", 105   url = "http://localhost:8080/home/test/tensorflow-dep/iron-autogrow-textarea-1.0.12.tar.gz", 106   strip_prefix = "iron-autogrow-textarea-1.0.12", 107 ) 108  109 new_http_archive( 110   name = "iron_behaviors", 111   build_file = "bower.BUILD", 112   #url = "https://github.com/polymerelements/iron-behaviors/archive/v1.0.17.tar.gz", 113   url = "http://localhost:8080/home/test/tensorflow-dep/iron-behaviors-1.0.17.tar.gz", 114   strip_prefix = "iron-behaviors-1.0.17", 115 ) 117 new_http_archive( 118   name = "iron_checked_element_behavior", 119   build_file = "bower.BUILD", 120   #url = "https://github.com/polymerelements/iron-checked-element-behavior/archive/v1.0.4.tar.gz", 121   url = "http://localhost:8080/home/test/tensorflow-dep/iron-checked-element-behavior-1.0.4.tar.gz", 122   strip_prefix = "iron-checked-element-behavior-1.0.4", 123 ) 124  125 new_http_archive( 126   name = "iron_collapse", 127   build_file = "bower.BUILD", 128   #url = "https://github.com/polymerelements/iron-collapse/archive/v1.0.8.tar.gz", 129   url = "http://localhost:8080/home/test/tensorflow-dep/iron-collapse-1.0.8.tar.gz", 130   strip_prefix = "iron-collapse-1.0.8", 131 ) 132  133 new_http_archive( 134   name = "iron_dropdown", 135   build_file = "bower.BUILD", 136   #url = "https://github.com/polymerelements/iron-dropdown/archive/v1.4.0.tar.gz", 137   url = "http://localhost:8080/home/test/tensorflow-dep/iron-dropdown-1.4.0.tar.gz", 138   strip_prefix = "iron-dropdown-1.4.0", 139 ) 140  141 new_http_archive( 142   name = "iron_fit_behavior", 143   build_file = "bower.BUILD", 144   #url = "https://github.com/polymerelements/iron-fit-behavior/archive/v1.2.5.tar.gz", 145   url = "http://localhost:8080/home/test/tensorflow-dep/iron-fit-behavior-1.2.5.tar.gz", 146   strip_prefix = "iron-fit-behavior-1.2.5", 147 ) 148  149 new_http_archive( 150   name = "iron_flex_layout", 151   build_file = "bower.BUILD", 152   #url = "https://github.com/polymerelements/iron-flex-layout/archive/v1.3.0.tar.gz", 153   url = "http://localhost:8080/home/test/tensorflow-dep/iron-flex-layout-1.3.0.tar.gz", 154   strip_prefix = "iron-flex-layout-1.3.0", 155 ) 269 http_file( 270   name = "numericjs_numeric_min_js", 271   #url = "https://cdnjs.cloudflare.com/ajax/libs/numeric/1.2.6/numeric.min.js", 272   url = "http://localhost:8080/home/test/tensorflow-dep/numeric.min.js", 273 ) 394 new_http_archive( 395   name = "paper_radio_group", 396   build_file = "bower.BUILD", 397   #url = "https://github.com/polymerelements/paper-radio-group/archive/v1.0.9.tar.gz", 398   url = "http://localhost:8080/home/test/tensorflow-dep/paper-radio-group-master.zip", 399   strip_prefix = "paper-radio-group-master", 400 ) --------------------------------------------------------------------------------- (5)修改 /home/test/vv/tensorflow-master/tensorflow/tensorflow.bzl如下: 739 def tf_extension_linkopts(): 740   #return []  # No extension link opts 741   return ["-lrt"] --------------------------------------------------------------------------------- (6)重新./configure --------------------------------------------------------------------------------- (7)编译: bazel build -c opt //tensorflow/tools/pip_package:build_pip_package --------------------------------------------------------------------------------- (8)python打包 cd /home/test/vv/tensorflow-master/ mkdir _python_build cd _python_build ln -s ../bazel-bin/tensorflow/tools/pip_package/build_pip_package.runfiles/org_tensorflow/* . ln -s ../tensorflow/tools/pip_package/* . python setup.py develop ================================================================================= 5.使用
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