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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# ============================================================================== 

15"""profiler python module provides APIs to profile TensorFlow models. 

16""" 

17# pylint: disable=unused-import 

18from tensorflow.core.profiler.tfprof_log_pb2 import OpLogProto 

19from tensorflow.core.profiler.tfprof_output_pb2 import AdviceProto 

20from tensorflow.core.profiler.tfprof_output_pb2 import GraphNodeProto 

21from tensorflow.core.profiler.tfprof_output_pb2 import MultiGraphNodeProto 

22 

23from tensorflow.python.profiler.model_analyzer import advise 

24from tensorflow.python.profiler.model_analyzer import profile 

25from tensorflow.python.profiler.model_analyzer import Profiler 

26from tensorflow.python.profiler.option_builder import ProfileOptionBuilder 

27from tensorflow.python.profiler.tfprof_logger import write_op_log 

28 

29from tensorflow.python.util.tf_export import tf_export 

30 

31 

32_allowed_symbols = [ 

33 'Profiler', 

34 'profile', 

35 'ProfileOptionBuilder', 

36 'advise', 

37 'write_op_log', 

38] 

39 

40_allowed_symbols.extend([ 

41 'GraphNodeProto', 

42 'MultiGraphNodeProto', 

43 'AdviceProto', 

44 'OpLogProto', 

45]) 

46 

47# Export protos 

48tf_export(v1=['profiler.GraphNodeProto'])(GraphNodeProto) 

49tf_export(v1=['profiler.MultiGraphNodeProto'])(MultiGraphNodeProto) 

50tf_export(v1=['profiler.AdviceProto'])(AdviceProto) 

51tf_export(v1=['profiler.OpLogProto'])(OpLogProto)