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_inception_v3-_armnn_8cpp.xhtml | 162 +++++++++++++++++++++++++++++++ 1 file changed, 162 insertions(+) create mode 100644 21.02/_tf_inception_v3-_armnn_8cpp.xhtml (limited to '21.02/_tf_inception_v3-_armnn_8cpp.xhtml') diff --git a/21.02/_tf_inception_v3-_armnn_8cpp.xhtml b/21.02/_tf_inception_v3-_armnn_8cpp.xhtml new file mode 100644 index 0000000000..a78a7859dc --- /dev/null +++ b/21.02/_tf_inception_v3-_armnn_8cpp.xhtml @@ -0,0 +1,162 @@ + + + + + + + + + + + + + +ArmNN: tests/TfInceptionV3-Armnn/TfInceptionV3-Armnn.cpp File Reference + + + + + + + + + + + + + + + + +
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TfInceptionV3-Armnn.cpp File Reference
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+
#include "../InferenceTest.hpp"
+#include "../ImagePreprocessor.hpp"
+#include "armnnTfParser/ITfParser.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Functions

int main (int argc, char *argv[])
 
+

Function Documentation

+ +

◆ main()

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int main (int argc,
char * argv[] 
)
+
+ +

Definition at line 9 of file TfInceptionV3-Armnn.cpp.

+
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", 208 },
18  // Top five predictions in tensorflow:
19  // -----------------------------------
20  // 208:golden retriever 0.57466376
21  // 209:Labrador retriever 0.30202731
22  // 853:tennis ball 0.0060001756
23  // 223:kuvasz 0.0053707925
24  // 160:Rhodesian ridgeback 0.0018179063
25 
26  { "Cat.jpg", 283 },
27  // Top five predictions in tensorflow:
28  // -----------------------------------
29  // 283:tiger cat 0.4667799
30  // 282:tabby, tabby cat 0.32511184
31  // 286:Egyptian cat 0.1038616
32  // 288:lynx, catamount 0.0017019814
33  // 284:Persian cat 0.0011340436
34 
35  { "shark.jpg", 3 },
36  // Top five predictions in tensorflow:
37  // -----------------------------------
38  // 3:great white shark, white shark, ... 0.98808634
39  // 148:grey whale, gray whale, ... 0.00070245547
40  // 234:Bouvier des Flandres, ... 0.00024639888
41  // 149:killer whale, killer, ... 0.00014115588
42  // 95:hummingbird 0.00011129203
43  };
44 
45  armnn::TensorShape inputTensorShape({ 1, 299, 299, 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: InferenceTestMain() may throw uncaught exceptions.
53  retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
54  argc, argv, "inception_v3_2016_08_28_frozen.pb", true,
55  "input", "InceptionV3/Predictions/Reshape_1", { 0, 1, 2, },
56  [&imageSet](const char* dataDir, const ModelType&) {
57  return DatabaseType(dataDir, 299, 299, imageSet);
58  },
59  &inputTensorShape);
60  }
61  catch (const std::exception& e)
62  {
63  // Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
64  // exception of type std::length_error.
65  // Using stderr instead in this context as there is no point in nesting try-catch blocks here.
66  std::cerr << "WARNING: TfInceptionV3-Armnn: An error has occurred when running "
67  "the classifier inference tests: " << e.what() << std::endl;
68  }
69  return retVal;
70 }
+ +
armnn::DataType
DataType
Definition: Types.hpp:32
+
armnnTfParser::ITfParser
Parses a directed acyclic graph from a tensorflow protobuf file.
Definition: ITfParser.hpp:25
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