From fd627ffaec8fd8801d980b4c91ee7c0607ab6aaf Mon Sep 17 00:00:00 2001 From: Jan Eilers Date: Thu, 25 Feb 2021 17:44:00 +0000 Subject: IVGCVSW-5687 Update Doxygen Docu * Update Doxygen Documentation for 21.02 release Signed-off-by: Jan Eilers Change-Id: I9ed2f9caab038836ea99d7b378d7899fe431a4e5 --- 21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml | 120 ++++++++++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml (limited to '21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml') diff --git a/21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml b/21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml new file mode 100644 index 0000000000..6836e1d514 --- /dev/null +++ b/21.02/_tf_mobile_net-_armnn_8cpp_source.xhtml @@ -0,0 +1,120 @@ + + + + + + + + + + + + + +ArmNN: tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp Source File + + + + + + + + + + + + + + + + +
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TfMobileNet-Armnn.cpp
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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #include "../InferenceTest.hpp"
6 #include "../ImagePreprocessor.hpp"
7 #include "armnnTfParser/ITfParser.hpp"
8 
9 int main(int argc, char* argv[])
10 {
11  int retVal = EXIT_FAILURE;
12  try
13  {
14  // Coverity fix: The following code may throw an exception of type std::length_error.
15  std::vector<ImageSet> imageSet =
16  {
17  {"Dog.jpg", 209},
18  // Top five predictions in tensorflow:
19  // -----------------------------------
20  // 209:Labrador retriever 0.46392533
21  // 160:Rhodesian ridgeback 0.29911423
22  // 208:golden retriever 0.108059585
23  // 169:redbone 0.033753652
24  // 274:dingo, warrigal, warragal, ... 0.01232666
25 
26  {"Cat.jpg", 283},
27  // Top five predictions in tensorflow:
28  // -----------------------------------
29  // 283:tiger cat 0.6508582
30  // 286:Egyptian cat 0.2604343
31  // 282:tabby, tabby cat 0.028786005
32  // 288:lynx, catamount 0.020673484
33  // 40:common iguana, iguana, ... 0.0080499435
34 
35  {"shark.jpg", 3},
36  // Top five predictions in tensorflow:
37  // -----------------------------------
38  // 3:great white shark, white shark, ... 0.96672016
39  // 4:tiger shark, Galeocerdo cuvieri 0.028302953
40  // 149:killer whale, killer, orca, ... 0.0020228163
41  // 5:hammerhead, hammerhead shark 0.0017547971
42  // 150:dugong, Dugong dugon 0.0003968083
43  };
44 
45  armnn::TensorShape inputTensorShape({ 1, 224, 224, 3 });
46 
47  using DataType = float;
48  using DatabaseType = ImagePreprocessor<float>;
49  using ParserType = armnnTfParser::ITfParser;
50  using ModelType = InferenceModel<ParserType, DataType>;
51 
52  // Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
53  retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
54  argc, argv,
55  "mobilenet_v1_1.0_224_frozen.pb", // model name
56  true, // model is binary
57  "input", "MobilenetV1/Predictions/Reshape_1", // input and output tensor names
58  { 0, 1, 2 }, // test images to test with as above
59  [&imageSet](const char* dataDir, const ModelType&) {
60  // This creates a 224x224x3 NHWC float tensor to pass to Armnn
61  return DatabaseType(
62  dataDir,
63  224,
64  224,
65  imageSet);
66  },
67  &inputTensorShape);
68  }
69  catch (const std::exception& e)
70  {
71  // Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
72  // exception of type std::length_error.
73  // Using stderr instead in this context as there is no point in nesting try-catch blocks here.
74  std::cerr << "WARNING: TfMobileNet-Armnn: An error has occurred when running "
75  "the classifier inference tests: " << e.what() << std::endl;
76  }
77  return retVal;
78 }
+
ITfParser.hpp
+ +
armnn::DataType
DataType
Definition: Types.hpp:32
+
armnnTfParser::ITfParser
Parses a directed acyclic graph from a tensorflow protobuf file.
Definition: ITfParser.hpp:25
+
main
int main(int argc, char *argv[])
Definition: TfMobileNet-Armnn.cpp:9
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