【问题标题】:Tensorflow bazel build failing - not generating bazel-bin directoryTensorflow bazel 构建失败 - 不生成 bazel-bin 目录
【发布时间】:2016-08-04 17:02:57
【问题描述】:

我正在尝试使用以下配置从源安装 Tensorflow:

  • NVIDIA GTX 1070
  • UBUNTU 16.04
  • CUDA 8.0
  • Cudnn v5.0

我已按照here 的以下步骤进行操作:

  • 已安装 bazel
  • 已安装的依赖项
  • 已安装 CUDA 支持
  • ./configure 支持 CUDA 8.0
  • bazel build -c opt --config=cuda //tensorflow/tools/pip_package:build_pip_package

在这一步之后,据我所知,应该有一个bazel-bin 目录,以便我随后可以执行

$ bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg

# The name of the .whl file will depend on your platform.
$ sudo pip install /tmp/tensorflow_pkg/tensorflow-0.10.0rc0-py2-none-any.whl

但是,没有这样的目录。

我感觉这个错误信息可能与它有关?

ERROR: /usr/local/lib/python2.7/dist-packages/tensorflow_clone/tensorflow/contrib/rnn/BUILD:45:1: error while parsing .d file: /home/volcart/.cache/bazel/_bazel_volcart/62dff5ffffc63bcd8a9350984645e0be/execroot/tensorflow_clone/bazel-out/local_linux-opt/bin/tensorflow/contrib/rnn/_objs/python/ops/_lstm_ops_gpu/tensorflow/contrib/rnn/kernels/lstm_ops_gpu.cu.pic.d (No such file or directory).
nvcc warning : option '--relaxed-constexpr' has been deprecated and replaced by option '--expt-relaxed-constexpr'.
In file included from third_party/gpus/cuda/include/cuda_runtime.h:78:0,
                 from <command-line>:0:
third_party/gpus/cuda/include/host_config.h:115:2: error: #error -- unsupported GNU version! gcc versions later than 5.3 are not supported!
 #error -- unsupported GNU version! gcc versions later than 5.3 are not supported!

在重新执行bazel build ... 后,我发现了这个...

WARNING: /usr/local/lib/python2.7/dist-packages/tensorflow/util/python/BUILD:11:16: in includes attribute of cc_library rule //util/python:python_headers: 'python_include' resolves to 'util/python/python_include' not in 'third_party'. This will be an error in the future.

我也应该添加这个...

$ bazel version
Build label: 0.3.1
Build target: bazel-out/local-fastbuild/bin/src/main/java/com/google/devtools/build/lib/bazel/BazelServer_deploy.jar
Build time: Fri Jul 29 09:09:52 2016 (1469783392)
Build timestamp: 1469783392
Build timestamp as int: 1469783392

【问题讨论】:

  • "不支持 5.3 以上的 gcc 版本!"听起来对我来说是一个非常明确的错误信息.....
  • @talonmies 同意,我唯一的疑问是它包含了contrib 目录的路径。虽然,我想这仍然可能导致整个事情失败,现在尝试不同的版本
  • @talonmies 原来是权限问题——Doh!似乎总是一个权限问题sudo bazel build ...

标签: tensorflow ubuntu-16.04 cudnn


【解决方案1】:

bazel build -c opt --config=cuda //tensorflow/tools/pip_package:build_pip_package

导致权限问题。已添加sudo

sudo bazel build -c opt --config=cuda //tensorflow/tools/pip_package:build_pip_package

【讨论】:

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