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author | surmeh01 <surabhi.mehta@arm.com> | 2018-03-29 16:29:27 +0100 |
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committer | surmeh01 <surabhi.mehta@arm.com> | 2018-03-29 16:29:27 +0100 |
commit | bceff2fb3fc68bb0aa88b886900c34b77340c826 (patch) | |
tree | d867d3e090d58d3012dfbbac456e9ea8c7f789bc /tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp | |
parent | 4fcda0101ec3d110c1d6d7bee5c83416b645528a (diff) | |
download | armnn-bceff2fb3fc68bb0aa88b886900c34b77340c826.tar.gz |
Release 18.03
Diffstat (limited to 'tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp')
-rw-r--r-- | tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp | 50 |
1 files changed, 50 insertions, 0 deletions
diff --git a/tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp b/tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp new file mode 100644 index 0000000000..e1aebb6bb0 --- /dev/null +++ b/tests/TfMobileNet-Armnn/TfMobileNet-Armnn.cpp @@ -0,0 +1,50 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// See LICENSE file in the project root for full license information. +// +#include "../InferenceTest.hpp" +#include "../MobileNetDatabase.hpp" +#include "armnnTfParser/ITfParser.hpp" + +int main(int argc, char* argv[]) +{ + std::vector<ImageSet> imageSet = + { + {"Dog.jpg", 209}, + // top five predictions in tensorflow: + // ----------------------------------- + // 209:Labrador retriever 0.949995 + // 160:Rhodesian ridgeback 0.0270182 + // 208:golden retriever 0.0192866 + // 853:tennis ball 0.000470382 + // 239:Greater Swiss Mountain dog 0.000464451 + {"Cat.jpg", 283}, + // top five predictions in tensorflow: + // ----------------------------------- + // 283:tiger cat 0.579016 + // 286:Egyptian cat 0.319676 + // 282:tabby, tabby cat 0.0873346 + // 288:lynx, catamount 0.011163 + // 289:leopard, Panthera pardus 0.000856755 + {"shark.jpg", 3}, + // top five predictions in tensorflow: + // ----------------------------------- + // 3:great white shark, white shark, ... 0.996926 + // 4:tiger shark, Galeocerdo cuvieri 0.00270528 + // 149:killer whale, killer, orca, ... 0.000121848 + // 395:sturgeon 7.78977e-05 + // 5:hammerhead, hammerhead shark 6.44127e-055 + }; + + armnn::TensorShape inputTensorShape({ 1, 224, 224, 3 }); + return armnn::test::ClassifierInferenceTestMain<MobileNetDatabase, armnnTfParser::ITfParser>( + argc, argv, "mobilenet_v1_1.0_224_fp32.pb", true, "input", "output", { 0, 1, 2 }, + [&imageSet](const char* dataDir) { + return MobileNetDatabase( + dataDir, + 224, + 224, + imageSet); + }, + &inputTensorShape); +} |