TensorFlow：量化错误 "Analysis of target '//tensorflow/tools/graph_transforms:transform_graph' failed; build aborted."

Question

我正在努力量化我现有的初始模型图，试图将其大小从 ~89mb 减小到 30mb 左右，正如 google 教程 here 所声称的那样。我遇到的问题是，当我尝试将以下代码片段复制到 mac OS 终端时，出现以下错误。

我尝试复制的代码片段运行:

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'

我得到的错误截图：

如果您不想打开图像，该错误基本上会说以下内容：

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

关于为什么会发生这种情况以及我如何解决这个问题有什么想法吗？

Answer 1

您似乎没有配置 tensorflow 存储库。您需要在顶级 tensorflow 目录中 ./configure 并回答它提出的所有问题，然后才能在其中构建任何东西（包括 transform_graph 工具）。

有关详细信息，请参阅 https://www.tensorflow.org/install/install_sources

中的 "Configure the installation" 部分

TensorFlow：量化错误 "Analysis of target '//tensorflow/tools/graph_transforms:transform_graph' failed; build aborted."

TensorFlow: Quantization Error "Analysis of target '//tensorflow/tools/graph_transforms:transform_graph' failed; build aborted."

python

quantization

bazel

tensorflow