39 lines
1.4 KiB
C++
39 lines
1.4 KiB
C++
//
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// Copyright © 2017 Arm Ltd. All rights reserved.
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// SPDX-License-Identifier: MIT
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//
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#include "../InferenceTest.hpp"
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#include "../Cifar10Database.hpp"
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#include "armnnTfParser/ITfParser.hpp"
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int main(int argc, char* argv[])
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{
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armnn::TensorShape inputTensorShape({ 1, 32, 32, 3 });
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int retVal = EXIT_FAILURE;
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try
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{
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using DataType = float;
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using DatabaseType = Cifar10Database;
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using ParserType = armnnTfParser::ITfParser;
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using ModelType = InferenceModel<ParserType, DataType>;
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// Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
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retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
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argc, argv, "cifar10_tf.prototxt", false,
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"data", "prob", { 0, 1, 2, 4, 7 },
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[](const char* dataDir, const ModelType&) {
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return DatabaseType(dataDir, true);
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}, &inputTensorShape);
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}
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catch (const std::exception& e)
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{
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// Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
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// exception of type std::length_error.
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// Using stderr instead in this context as there is no point in nesting try-catch blocks here.
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std::cerr << "WARNING: TfCifar10-Armnn: An error has occurred when running "
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"the classifier inference tests: " << e.what() << std::endl;
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}
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return retVal;
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}
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