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1# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
2#
3# Licensed under the Apache License, Version 2.0 (the "License");
4# you may not use this file except in compliance with the License.
5# You may obtain a copy of the License at
6#
7#     http://www.apache.org/licenses/LICENSE-2.0
8#
9# Unless required by applicable law or agreed to in writing, software
10# distributed under the License is distributed on an "AS IS" BASIS,
11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12# See the License for the specific language governing permissions and
13# limitations under the License.
14# ==============================================================================
15r"""Prints a header file to be used with SELECTIVE_REGISTRATION.
16
17An example of command-line usage is:
18  bazel build tensorflow/python/tools:print_selective_registration_header && \
19  bazel-bin/tensorflow/python/tools/print_selective_registration_header \
20    --graphs=path/to/graph.pb > ops_to_register.h
21
22Then when compiling tensorflow, include ops_to_register.h in the include search
23path and pass -DSELECTIVE_REGISTRATION and -DSUPPORT_SELECTIVE_REGISTRATION
24 - see core/framework/selective_registration.h for more details.
25
26When compiling for Android:
27  bazel build -c opt --copt="-DSELECTIVE_REGISTRATION" \
28    --copt="-DSUPPORT_SELECTIVE_REGISTRATION" \
29    //tensorflow/tools/android/inference_interface:libtensorflow_inference.so \
30    --host_crosstool_top=@bazel_tools//tools/cpp:toolchain \
31    --crosstool_top=//external:android/crosstool --cpu=armeabi-v7a
32"""
33
34import argparse
35import sys
36
37from absl import app
38from tensorflow.python.tools import selective_registration_header_lib
39
40FLAGS = None
41
42
43def main(unused_argv):
44  graphs = FLAGS.graphs.split(',')
45  print(
46      selective_registration_header_lib.get_header(graphs,
47                                                   FLAGS.proto_fileformat,
48                                                   FLAGS.default_ops))
49
50
51if __name__ == '__main__':
52  parser = argparse.ArgumentParser()
53  parser.register('type', 'bool', lambda v: v.lower() == 'true')
54  parser.add_argument(
55      '--graphs',
56      type=str,
57      default='',
58      help='Comma-separated list of paths to model files to be analyzed.',
59      required=True)
60  parser.add_argument(
61      '--proto_fileformat',
62      type=str,
63      default='rawproto',
64      help='Format of proto file, either textproto, rawproto or ops_list. The '
65      'ops_list is the file contains the list of ops in JSON format. Ex: '
66      '"[["Add", "BinaryOp<CPUDevice, functor::add<float>>"]]".')
67  parser.add_argument(
68      '--default_ops',
69      type=str,
70      default='NoOp:NoOp,_Recv:RecvOp,_Send:SendOp',
71      help='Default operator:kernel pairs to always include implementation for.'
72      'Pass "all" to have all operators and kernels included; note that this '
73      'should be used only when it is useful compared with simply not using '
74      'selective registration, as it can in some cases limit the effect of '
75      'compilation caches')
76
77  FLAGS, unparsed = parser.parse_known_args()
78  app.run(main=main, argv=[sys.argv[0]] + unparsed)
79