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/_onnx_mobile_net-_armnn_8cpp.xhtml | 162 +++++++++++++++++++++++++++++++ 1 file changed, 162 insertions(+) create mode 100644 21.02/_onnx_mobile_net-_armnn_8cpp.xhtml (limited to '21.02/_onnx_mobile_net-_armnn_8cpp.xhtml') diff --git a/21.02/_onnx_mobile_net-_armnn_8cpp.xhtml b/21.02/_onnx_mobile_net-_armnn_8cpp.xhtml new file mode 100644 index 0000000000..1fe79166d3 --- /dev/null +++ b/21.02/_onnx_mobile_net-_armnn_8cpp.xhtml @@ -0,0 +1,162 @@ + + + + + + + + + + + + + +ArmNN: tests/OnnxMobileNet-Armnn/OnnxMobileNet-Armnn.cpp File Reference + + + + + + + + + + + + + + + + +
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+  21.02 +
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OnnxMobileNet-Armnn.cpp File Reference
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+
#include "../InferenceTest.hpp"
+#include "../ImagePreprocessor.hpp"
+#include "armnnOnnxParser/IOnnxParser.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[] 
)
+
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Definition at line 9 of file OnnxMobileNet-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  {"Cat.jpg", 281},
19  {"shark.jpg", 2},
20  };
21 
22  armnn::TensorShape inputTensorShape({ 1, 3, 224, 224 });
23 
24  using DataType = float;
25  using DatabaseType = ImagePreprocessor<float>;
26  using ParserType = armnnOnnxParser::IOnnxParser;
27  using ModelType = InferenceModel<ParserType, DataType>;
28 
29  // Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
30  retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
31  argc, argv,
32  "mobilenetv2-1.0.onnx", // model name
33  true, // model is binary
34  "data", "mobilenetv20_output_flatten0_reshape0", // input and output tensor names
35  { 0, 1, 2 }, // test images to test with as above
36  [&imageSet](const char* dataDir, const ModelType&) {
37  // This creates create a 1, 3, 224, 224 normalized input with mean and stddev to pass to Armnn
38  return DatabaseType(
39  dataDir,
40  224,
41  224,
42  imageSet,
43  255.0, // scale
44  {{0.485f, 0.456f, 0.406f}}, // mean
45  {{0.229f, 0.224f, 0.225f}}, // stddev
46  DatabaseType::DataFormat::NCHW); // format
47  },
48  &inputTensorShape);
49  }
50  catch (const std::exception& e)
51  {
52  // Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
53  // exception of type std::length_error.
54  // Using stderr instead in this context as there is no point in nesting try-catch blocks here.
55  std::cerr << "WARNING: OnnxMobileNet-Armnn: An error has occurred when running "
56  "the classifier inference tests: " << e.what() << std::endl;
57  }
58  return retVal;
59 }
+ +
armnn::DataType
DataType
Definition: Types.hpp:32
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