TensorFlow:量化错误“目标'//tensorflow/tools/graph_transforms:transform_graph分析"失败；构建中止." [英] TensorFlow: Quantization Error "Analysis of target '//tensorflow/tools/graph_transforms:transform_graph' failed; build aborted."

问题描述

我正在对我现有的初始模型图进行量化，以尝试将其大小从〜89mb减小到30mb左右，这根据Google教程

I am working to quantize my existing inception model graph in an attempt to reduce its size from ~89mb so something around 30mb as claimed according to the google tutorial here. The issue I am having is when I try to copy the following code snippet into mac OS terminal I get the following error.

代码段我尝试复制并运行:

Code Snippet I try to copy and run:

bazel build tensorflow/tools/graph_transforms:transform_graph
bazel-bin/tensorflow/tools/graph_transforms/transform_graph \
  --in_graph=/tmp/classify_image_graph_def.pb \
  --outputs="softmax" --out_graph=/tmp/quantized_graph.pb \
  --transforms='add_default_attributes strip_unused_nodes(type=float, shape="1,299,299,3")
    remove_nodes(op=Identity, op=CheckNumerics) fold_constants(ignore_errors=true)
    fold_batch_norms fold_old_batch_norms quantize_weights quantize_nodes
    strip_unused_nodes sort_by_execution_order'

我得到的错误的屏幕截图:

A screenshot of the error I get:

如果您不想打开图像，该错误基本上会说明以下内容:

The error essentially says the following in case you don't want to open the image:

ERROR: /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/core/BUILD:1546:1: no such target '//tensorflow/tools/git:gen/spec.json': target 'gen/spec.json' not declared in package 'tensorflow/tools/git' defined by /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/tools/git/BUILD and referenced by '//tensorflow/core:version_info_gen'.
    ERROR: /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/core/BUILD:1546:1: no such target '//tensorflow/tools/git:gen/head': target 'gen/head' not declared in package 'tensorflow/tools/git' defined by /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/tools/git/BUILD and referenced by '//tensorflow/core:version_info_gen'.
    ERROR: /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/core/BUILD:1546:1: no such target '//tensorflow/tools/git:gen/branch_ref': target 'gen/branch_ref' not declared in package 'tensorflow/tools/git' defined by /Users/vivek/Desktop/commit2/tensorflow-master/tensorflow/tools/git/BUILD and referenced by '//tensorflow/core:version_info_gen'.
    ERROR: Analysis of target '//tensorflow/tools/graph_transforms:transform_graph' failed; build aborted.
    INFO: Elapsed time: 28.452s

关于为什么发生这种情况以及如何解决此问题的任何想法?

Any ideas as to why this is happening and how I can go about troubleshooting this?

推荐答案

您似乎没有配置tensorflow回购.您需要在顶层tensorflow目录中的./configure并回答它提出的所有问题，然后才能在其中构建任何内容(包括transform_graph工具).

It looks like you did not configure the tensorflow repo. You need to ./configure in the top level tensorflow directory and answer all the questions it asks before you can build anything in it (including transform_graph tool).

有关更多信息，请参见 https://www.tensorflow.org中的配置安装"部分/install/install_sources

For more info, see section "Configure the installation" in https://www.tensorflow.org/install/install_sources

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