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author | Matthew Jackson <matthew.jackson@arm.com> | 2019-09-12 09:08:23 +0100 |
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committer | Matteo Martincigh <matteo.martincigh@arm.com> | 2019-09-12 15:28:01 +0000 |
commit | 9bff14458f9950a5d31b9523c62c0bbf79a65fcf (patch) | |
tree | 8252812da63458e38b704a3abba3e1d5a35e1bf2 /src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp | |
parent | 1e0466c4ab26e82abed7f8f263dfe6a2a543cc1a (diff) | |
download | armnn-9bff14458f9950a5d31b9523c62c0bbf79a65fcf.tar.gz |
IVGCVSW-3857 Add Reference FP16 workload support to remaining layers
* Adds Reference FP16 support and unit tests for layers not already supported
!referencetests:202156
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp')
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp | 76 |
1 files changed, 76 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp index 61225d40e5..d180021639 100644 --- a/src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp +++ b/src/backends/backendsCommon/test/layerTests/SubtractionTestImpl.cpp @@ -168,6 +168,82 @@ LayerTestResult<float, 4> SubtractionBroadcastTest( output); } +LayerTestResult<armnn::Half, 4> SubtractionFloat16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + using namespace half_float::literal; + + const unsigned int shape0[] = { 1, 1, 2, 2 }; + const unsigned int shape1[] = { 1, 1, 2, 2 }; + + std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; + std::vector<armnn::Half> input1 = { 1._h, -1._h, 0._h, 2._h }; + std::vector<armnn::Half> output = { 0._h, 3._h, 3._h, 2._h }; + + return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( + workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output); +} + +LayerTestResult<armnn::Half, 4> SubtractionBroadcast1ElementFloat16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + using namespace half_float::literal; + + const unsigned int shape0[] = { 1, 1, 2, 2 }; + const unsigned int shape1[] = { 1, 1, 1, 1 }; + + std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; + + std::vector<armnn::Half> input1 = { 10._h }; + + std::vector<armnn::Half> output = { -9._h, -8._h, -7._h, -6._h }; + + return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( + workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output); +} + +LayerTestResult<armnn::Half, 4> SubtractionBroadcastFloat16Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + using namespace half_float::literal; + + const unsigned int shape0[] = { 1, 1, 2, 2 }; + const unsigned int shape1[] = { 1, 1, 1, 2 }; + + std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h }; + + std::vector<armnn::Half> input1 = { 10._h, -5._h }; + + std::vector<armnn::Half> output = { -9._h, 7._h, -7._h, 9._h }; + + return ElementwiseTestHelper<4, armnn::SubtractionQueueDescriptor, armnn::DataType::Float16>( + workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output); +} + LayerTestResult<int16_t, 4> SubtractionInt16Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |