1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "../InferenceTest.hpp"
#include "../ImagePreprocessor.hpp"
#include "armnnTfParser/ITfParser.hpp"
int main(int argc, char* argv[])
{
int retVal = EXIT_FAILURE;
try
{
// Coverity fix: The following code may throw an exception of type std::length_error.
std::vector<ImageSet> imageSet =
{
{"ILSVRC2012_val_00000018.JPEG", 21 },
{"shark.jpg", 2}
};
armnn::TensorShape inputTensorShape({ 1, 3, 224, 224 });
using DataType = float;
using DatabaseType = ImagePreprocessor<DataType>;;
using ParserType = armnnTfParser::ITfParser;
using ModelType = InferenceModel<ParserType, DataType>;
// Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
argc, argv, "resnext_TF_quantized_for_armnn_team.pb", true,
"inputs", "pool1", { 0, 1 },
[&imageSet](const char* dataDir, const ModelType &) {
return DatabaseType(dataDir, 224, 224, imageSet);
},
&inputTensorShape);
}
catch (const std::exception& e)
{
// Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
// exception of type std::length_error.
// Using stderr instead in this context as there is no point in nesting try-catch blocks here.
std::cerr << "WARNING: TfResNext_Quantized-Armnn: An error has occurred when running "
"the classifier inference tests: " << e.what() << std::endl;
}
return retVal;
}
|
