aboutsummaryrefslogtreecommitdiff
path: root/tests/OnnxMnist-Armnn
diff options
context:
space:
mode:
authortelsoa01 <telmo.soares@arm.com>2018-08-31 09:22:23 +0100
committertelsoa01 <telmo.soares@arm.com>2018-08-31 09:22:23 +0100
commitc577f2c6a3b4ddb6ba87a882723c53a248afbeba (patch)
treebd7d4c148df27f8be6649d313efb24f536b7cf34 /tests/OnnxMnist-Armnn
parent4c7098bfeab1ffe1cdc77f6c15548d3e73274746 (diff)
downloadarmnn-c577f2c6a3b4ddb6ba87a882723c53a248afbeba.tar.gz
Release 18.08
Diffstat (limited to 'tests/OnnxMnist-Armnn')
-rw-r--r--tests/OnnxMnist-Armnn/OnnxMnist-Armnn.cpp39
-rw-r--r--tests/OnnxMnist-Armnn/Validation.txt1000
2 files changed, 1039 insertions, 0 deletions
diff --git a/tests/OnnxMnist-Armnn/OnnxMnist-Armnn.cpp b/tests/OnnxMnist-Armnn/OnnxMnist-Armnn.cpp
new file mode 100644
index 0000000000..a372f54ddb
--- /dev/null
+++ b/tests/OnnxMnist-Armnn/OnnxMnist-Armnn.cpp
@@ -0,0 +1,39 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// See LICENSE file in the project root for full license information.
+//
+#include "../InferenceTest.hpp"
+#include "../MnistDatabase.hpp"
+#include "armnnOnnxParser/IOnnxParser.hpp"
+
+int main(int argc, char* argv[])
+{
+ armnn::TensorShape inputTensorShape({ 1, 1, 28, 28 });
+
+ int retVal = EXIT_FAILURE;
+ try
+ {
+ using DataType = float;
+ using DatabaseType = MnistDatabase;
+ using ParserType = armnnOnnxParser::IOnnxParser;
+ using ModelType = InferenceModel<ParserType, DataType>;
+
+ // Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
+ retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
+ argc, argv, "mnist_onnx.onnx", true,
+ "Input3", "Plus214_Output_0", { 0, 1, 2, 3, 4},
+ [](const char* dataDir, const ModelType&) {
+ return DatabaseType(dataDir, true);
+ },
+ &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: OnnxMnist-Armnn: An error has occurred when running "
+ "the classifier inference tests: " << e.what() << std::endl;
+ }
+ return retVal;
+}
diff --git a/tests/OnnxMnist-Armnn/Validation.txt b/tests/OnnxMnist-Armnn/Validation.txt
new file mode 100644
index 0000000000..8ddde9340a
--- /dev/null
+++ b/tests/OnnxMnist-Armnn/Validation.txt
@@ -0,0 +1,1000 @@
+7
+2
+1
+0
+4
+1
+4
+9
+5
+9
+0
+6
+9
+0
+1
+5
+9
+7
+3
+4
+9
+6
+6
+5
+4
+0
+7
+4
+0
+1
+3
+1
+3
+4
+7
+2
+7
+1
+2
+1
+1
+7
+4
+2
+3
+5
+1
+2
+4
+4
+6
+3
+5
+5
+6
+0
+4
+1
+9
+5
+7
+8
+5
+3
+7
+4
+6
+4
+3
+0
+7
+0
+2
+9
+1
+7
+3
+2
+9
+7
+7
+6
+2
+7
+8
+4
+7
+3
+6
+1
+3
+6
+4
+3
+1
+4
+1
+7
+6
+9
+6
+0
+5
+4
+9
+9
+2
+1
+9
+4
+8
+7
+3
+9
+7
+4
+4
+4
+9
+2
+5
+4
+7
+6
+7
+9
+0
+5
+8
+5
+6
+6
+5
+7
+8
+1
+0
+1
+6
+4
+6
+7
+3
+1
+7
+1
+8
+2
+0
+2
+9
+9
+5
+5
+1
+5
+6
+0
+3
+4
+4
+6
+5
+4
+6
+5
+4
+5
+1
+4
+4
+7
+2
+3
+2
+7
+1
+8
+1
+8
+1
+8
+5
+0
+8
+9
+2
+5
+0
+1
+1
+1
+0
+9
+0
+3
+1
+6
+4
+2
+3
+6
+1
+1
+1
+3
+9
+5
+2
+9
+4
+5
+9
+3
+9
+0
+3
+6
+5
+5
+7
+2
+2
+7
+1
+2
+8
+4
+1
+7
+3
+3
+8
+8
+7
+9
+2
+2
+4
+1
+5
+9
+8
+7
+2
+3
+0
+2
+4
+2
+4
+1
+9
+5
+7
+7
+2
+8
+2
+6
+8
+5
+7
+7
+9
+1
+0
+1
+8
+0
+3
+0
+1
+9
+9
+4
+1
+8
+2
+1
+2
+9
+7
+5
+9
+2
+6
+4
+1
+5
+8
+2
+9
+2
+0
+4
+0
+0
+2
+8
+4
+7
+1
+2
+4
+0
+2
+7
+4
+3
+3
+0
+0
+3
+1
+9
+6
+5
+2
+5
+9
+2
+9
+3
+0
+4
+2
+0
+7
+1
+1
+2
+1
+5
+3
+3
+9
+7
+8
+6
+5
+6
+1
+3
+8
+1
+0
+5
+1
+3
+1
+5
+5
+6
+1
+8
+5
+1
+7
+9
+4
+6
+2
+2
+5
+0
+6
+5
+6
+3
+7
+2
+0
+8
+8
+5
+4
+1
+1
+4
+0
+3
+3
+7
+6
+1
+6
+2
+1
+9
+2
+8
+6
+1
+9
+5
+2
+5
+4
+4
+2
+8
+3
+8
+2
+4
+5
+0
+3
+1
+7
+7
+5
+7
+9
+7
+1
+9
+2
+1
+4
+2
+9
+2
+0
+4
+9
+1
+4
+8
+1
+8
+4
+5
+9
+8
+8
+3
+7
+6
+0
+0
+3
+0
+2
+0
+6
+4
+9
+5
+3
+3
+2
+3
+9
+1
+2
+6
+8
+0
+5
+6
+6
+6
+3
+8
+8
+2
+7
+5
+8
+9
+6
+1
+8
+4
+1
+2
+5
+9
+1
+9
+7
+5
+4
+0
+8
+9
+9
+1
+0
+5
+2
+3
+7
+0
+9
+4
+0
+6
+3
+9
+5
+2
+1
+3
+1
+3
+6
+5
+7
+4
+2
+2
+6
+3
+2
+6
+5
+4
+8
+9
+7
+1
+3
+0
+3
+8
+3
+1
+9
+3
+4
+4
+6
+4
+2
+1
+8
+2
+5
+4
+8
+8
+4
+0
+0
+2
+3
+2
+7
+7
+0
+8
+7
+4
+4
+7
+9
+6
+9
+0
+9
+8
+0
+4
+6
+0
+6
+3
+5
+4
+8
+3
+3
+9
+3
+3
+3
+7
+8
+0
+8
+2
+1
+7
+0
+6
+5
+4
+3
+8
+0
+9
+6
+3
+8
+0
+9
+9
+6
+8
+6
+8
+5
+7
+8
+6
+0
+2
+4
+0
+2
+2
+3
+1
+9
+7
+5
+8
+0
+8
+4
+6
+2
+6
+7
+9
+3
+2
+9
+8
+2
+2
+9
+2
+7
+3
+5
+9
+1
+8
+0
+2
+0
+5
+2
+1
+3
+7
+6
+7
+1
+2
+5
+8
+0
+3
+7
+1
+4
+0
+9
+1
+8
+6
+7
+7
+4
+3
+4
+9
+1
+9
+5
+1
+7
+3
+9
+7
+6
+9
+1
+3
+2
+8
+3
+3
+6
+7
+2
+8
+5
+8
+5
+1
+1
+4
+4
+3
+1
+0
+7
+7
+0
+7
+9
+4
+4
+8
+5
+5
+4
+0
+8
+2
+1
+0
+8
+4
+5
+0
+4
+0
+6
+1
+5
+3
+2
+6
+7
+2
+6
+9
+3
+1
+4
+6
+2
+5
+9
+2
+0
+6
+2
+1
+7
+3
+4
+1
+0
+5
+4
+3
+1
+1
+7
+4
+9
+9
+4
+8
+4
+0
+2
+4
+5
+1
+1
+6
+4
+7
+1
+9
+4
+2
+4
+1
+5
+5
+3
+8
+3
+1
+4
+5
+6
+8
+9
+4
+1
+5
+3
+8
+0
+3
+2
+5
+1
+2
+8
+3
+4
+4
+0
+8
+8
+3
+3
+1
+7
+3
+5
+9
+6
+3
+2
+6
+1
+3
+6
+0
+7
+2
+1
+7
+1
+4
+2
+4
+2
+1
+7
+9
+6
+1
+1
+2
+4
+8
+1
+7
+7
+4
+7
+0
+7
+3
+1
+3
+1
+0
+7
+7
+0
+3
+5
+5
+2
+7
+6
+6
+9
+2
+8
+3
+5
+2
+2
+5
+6
+0
+8
+2
+9
+2
+8
+8
+8
+8
+7
+4
+7
+3
+0
+6
+6
+3
+2
+1
+3
+2
+2
+9
+3
+0
+0
+5
+7
+8
+1
+4
+4
+6
+0
+2
+9
+1
+4
+7
+4
+7
+3
+9
+8
+8
+4
+7
+1
+2
+1
+2
+2
+3
+2
+3
+2
+3
+9
+1
+7
+4
+0
+3
+5
+5
+8
+6
+3
+2
+6
+7
+6
+6
+3
+2
+7
+9
+1
+1
+7
+5
+6
+4
+9
+5
+1
+3
+3
+4
+7
+8
+9
+1
+1
+0
+9
+1
+4
+4
+5
+4
+0
+6
+2
+2
+3
+1
+5
+1
+2
+0
+3
+8
+1
+2
+6
+7
+1
+6
+2
+3
+9
+0
+1
+2
+2
+0
+8
+9