diff options
Diffstat (limited to 'src/backends/backendsCommon/test/LayerTests.cpp')
| -rwxr-xr-x | src/backends/backendsCommon/test/LayerTests.cpp | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/LayerTests.cpp b/src/backends/backendsCommon/test/LayerTests.cpp index 43b0d33bdd..ddf0d0b587 100755 --- a/src/backends/backendsCommon/test/LayerTests.cpp +++ b/src/backends/backendsCommon/test/LayerTests.cpp @@ -298,6 +298,71 @@ LayerTestResult<T, 4> SimpleConvolution2d3x3NhwcTestCommon( qOffset); } +template<typename T> +LayerTestResult<T, 4> SimpleConvolution2d3x3Stride2x2TestCommon( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + float qScale, + int32_t qOffset, + bool biasEnabled, + const armnn::DataLayout& dataLayout) +{ + // Input is a single-batch, 1 channel, 5x5 image. + armnn::TensorInfo inputDesc({1, 5, 5, 1}, armnn::GetDataType<T>()); + boost::multi_array<T, 4> input = MakeTensor<T, 4>(inputDesc, + { + 1, 5, 2, 3, 5, + 8, 7, 3, 6, 3, + 3, 3, 9, 1, 9, + 4, 1, 8, 1, 3, + 6, 8, 1, 9, 2 + }); + + // Use a 3x3 kernel. + armnn::TensorInfo kernelDesc({1, 3, 3, 1}, armnn::GetDataType<T>()); + boost::multi_array<T, 4> kernel = MakeTensor<T, 4>(kernelDesc, + { + 4, 5, 6, + 0, 0, 0, + 3, 2, 1 + }); + + // Expected output is a single-batch, 1 channel, 3x3 image. + armnn::TensorInfo outputDesc({1, 3, 3, 1}, armnn::GetDataType<T>()); + + const std::vector<T> outputData = + { + 23, 33, 24, + 91, 99, 48, + 26, 50, 19 + }; + + boost::multi_array<T, 4> expectedOutput = MakeTensor<T, 4>(outputDesc, outputData); + + uint32_t padLeft = 1; + uint32_t padTop = 1; + uint32_t padRight = 1; + uint32_t padBottom = 1; + uint32_t strideX = 2; + uint32_t strideY = 2; + + return SimpleConvolution2dNhwcTestImpl<T>(workloadFactory, + memoryManager, + input, + kernel, + boost::multi_array<T, 1>(), + expectedOutput, + dataLayout, + qScale, + qOffset, + padLeft, + padTop, + padRight, + padBottom, + strideX, + strideY); +} + LayerTestResult<float, 4> SimpleConvolution2d3x5Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, @@ -338,6 +403,20 @@ LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest( armnn::DataLayout::NHWC); } +LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, + bool biasEnabled, + const armnn::DataLayout layout) +{ + return SimpleConvolution2d3x3Stride2x2TestCommon<float>(workloadFactory, + memoryManager, + 0.f, + 0, + biasEnabled, + layout); +} + LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |