针对 C++ 和 python 的 tensorflow 的 Inception v3 指南

Posted 2023-02-23

【中文标题】针对 C++ 和 python 的 tensorflow 的 Inception v3 指南

【英文标题】：Inception v3 guide on tensorflow broken for C++ and python

【发布时间】：2016-11-01 09:47:22

【问题描述】：

我正在按照此处的指南运行预训练的 inception v3 https://www.tensorflow.org/versions/r0.11/tutorials/image_recognition/index.html

但是，当我尝试 python 版本时，我得到：

python classify_image.py
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcublas.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcudnn.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcufft.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcuda.so.1 locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcurand.so locally
Traceback (most recent call last):
  File "classify_image.py", line 227, in <module>
    tf.app.run(main=main, argv=[sys.argv[0]] + unparsed)
TypeError: run() got an unexpected keyword argument 'argv'

好吧..没关系，让我试试 C++ 版本。

下载模型，运行bazel命令：

➜  tensorflow git:(master) ✗ bazel build tensorflow/examples/label_image/...
.......
ERROR: /storage/git/tensorflow/tensorflow/tensorflow.bzl:636:21: syntax error at '=': expected expression.
ERROR: /storage/git/tensorflow/tensorflow/tensorflow.bzl:711:1: nested functions are not allowed. Move the function to top-level.
ERROR: /storage/git/tensorflow/tensorflow/tensorflow.bzl:739:1: nested functions are not allowed. Move the function to top-level.
ERROR: /storage/git/tensorflow/tensorflow/tensorflow.bzl:773:1: nested functions are not allowed. Move the function to top-level.
ERROR: /storage/git/tensorflow/tensorflow/tensorflow.bzl:776:1: nested functions are not allowed. Move the function to top-level.
ERROR: com.google.devtools.build.lib.packages.BuildFileContainsErrorsException: error loading package '': Extension 'tensorflow/tensorflow.bzl' has errors.
INFO: Elapsed time: 0.600s

...那好吧。两者似乎都不起作用。或者也许我做错了。有人有任何指导吗？ :)

在 Ubuntu 16 上使用 tensorflow 0.11，Anaconda 发行版 python 3.5

谢谢！

【问题讨论】：

如果有人感兴趣，只需删除 argv 命令即可轻松解决 python 问题。将其留在这里作为说明，应更改文档以反映这一点。

你能file a bug on Github 跟踪这个吗？

【参考方案1】：

如果对任何人有帮助：

解决 C++ 问题：将 Bazel 更新到正确的版本（您可能很久以前就安装了 tensorflow，而 git 拉取了最新版本，这需要新的 bazel 版本）

解决python问题：去掉argv命令。