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| author | josh minor <josh.minor@arm.com> | 2020-01-06 16:40:46 -0600 |
|---|---|---|
| committer | Derek Lamberti <derek.lamberti@arm.com> | 2020-01-23 14:29:14 +0000 |
| commit | 4a3c61091037e7e86e8b03bb060d8c1ab82731a9 (patch) | |
| tree | 928644023400ad5ac0c26b33dfff2f975567d6e8 /src/backends/reference/test/RefEndToEndTests.cpp | |
| parent | 190a39a4a9598e42b636ae4ab843761884148160 (diff) | |
| download | armnn-4a3c61091037e7e86e8b03bb060d8c1ab82731a9.tar.gz | |
IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayer
* Added new layer named ElementwiseUnary
* Deprecated existing Abs/Rsqrt layer functions
* Updated existing Abs/Rsqrt test infrastructure to use new layer
* Added boilerplate for new Exp,Neg,Sqrt elemwise op layers
* AbsQuantize test removed pending future commit
* Serialization support added
!android-nn-driver:2550
Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f
Signed-off-by: josh minor <josh.minor@arm.com>
Diffstat (limited to 'src/backends/reference/test/RefEndToEndTests.cpp')
| -rw-r--r-- | src/backends/reference/test/RefEndToEndTests.cpp | 34 |
1 files changed, 30 insertions, 4 deletions
diff --git a/src/backends/reference/test/RefEndToEndTests.cpp b/src/backends/reference/test/RefEndToEndTests.cpp index 75eccdee88..54a68810f6 100644 --- a/src/backends/reference/test/RefEndToEndTests.cpp +++ b/src/backends/reference/test/RefEndToEndTests.cpp @@ -5,7 +5,6 @@ #include <backendsCommon/test/EndToEndTestImpl.hpp> -#include <backendsCommon/test/AbsEndToEndTestImpl.hpp> #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> #include <backendsCommon/test/BatchToSpaceNdEndToEndTestImpl.hpp> #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> @@ -13,6 +12,7 @@ #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> +#include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> @@ -32,17 +32,43 @@ std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; // Abs BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestFloat32) { - AbsEndToEnd<armnn::DataType::Float32>(defaultBackends); + std::vector<float> expectedOutput = + { + 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, + 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f + }; + + ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, + UnaryOperation::Abs, + expectedOutput); } BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestUint8) { - AbsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); + // Note the expected output will be implicitly quantized by the below test function + std::vector<float> expectedOutput = + { + 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, + 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f + }; + + ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, + UnaryOperation::Abs, + expectedOutput); } BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestInt16) { - AbsEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); + // Note the expected output will be implicitly quantized by the below test function + std::vector<float> expectedOutput = + { + 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, + 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f + }; + + ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, + UnaryOperation::Abs, + expectedOutput); } // Constant |