From c8724c7b9ff663538bd32ad789dbcc3e1aa88637 Mon Sep 17 00:00:00 2001 From: James Conroy Date: Tue, 8 Oct 2019 15:41:34 +0100 Subject: IVGCVSW-3944 Add ArgMinMax output shape validation Signed-off-by: James Conroy Change-Id: I469895da158b062cd19248832525fa21527f7d41 --- src/backends/backendsCommon/WorkloadData.cpp | 36 ++++++++++++++++++++++ .../test/layerTests/ArgMinMaxTestImpl.cpp | 4 +-- 2 files changed, 38 insertions(+), 2 deletions(-) (limited to 'src/backends/backendsCommon') diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp index 89277d798f..ea0e5c82b8 100644 --- a/src/backends/backendsCommon/WorkloadData.cpp +++ b/src/backends/backendsCommon/WorkloadData.cpp @@ -15,6 +15,7 @@ #include #include +#include using namespace armnnUtils; @@ -485,6 +486,41 @@ void ArgMinMaxQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const }; ValidateDataTypes(inputTensorInfo, supportedInputTypes, descriptorName); + + auto inputShape = inputTensorInfo.GetShape(); + auto outputShape = outputTensorInfo.GetShape(); + + auto inputNumDimensions = inputShape.GetNumDimensions(); + auto unsignedAxis = armnnUtils::GetUnsignedAxis(inputNumDimensions, m_Parameters.m_Axis); + + const std::string outputShapeError{": Output tensor shape does not match shape inferred from input tensor."}; + + // 1D input shape results in scalar output shape + if (inputShape.GetNumDimensions() == 1) + { + if (outputShape.GetNumDimensions() != 1 && outputShape[0] != 1) + { + throw InvalidArgumentException(descriptorName + outputShapeError); + } + } + else + { + for (unsigned int i = 0; i < unsignedAxis; ++i) + { + if (outputShape[i] != inputShape[i]) + { + throw InvalidArgumentException(descriptorName + outputShapeError); + } + } + + for (auto i = unsignedAxis + 1; i < inputNumDimensions; ++i) + { + if (outputShape[i - 1] != inputShape[i]) + { + throw InvalidArgumentException(descriptorName + outputShapeError); + } + } + } } void SoftmaxQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const diff --git a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp index e023d60bf0..be7ef4e32e 100644 --- a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp +++ b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp @@ -190,7 +190,7 @@ LayerTestResult ArgMaxHeightTest( const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) { const armnn::TensorShape inputShape{ 1, 3, 2, 4}; - const armnn::TensorShape outputShape{ 3, 1, 4 }; + const armnn::TensorShape outputShape{ 1, 3, 4 }; armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); @@ -219,7 +219,7 @@ LayerTestResult ArgMinWidthTest( const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) { const armnn::TensorShape inputShape{ 1, 3, 2, 4}; - const armnn::TensorShape outputShape{ 3, 2, 1 }; + const armnn::TensorShape outputShape{ 1, 3, 2 }; armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); armnn::TensorInfo outputTensorInfo(outputShape, armnn::DataType::Signed32); -- cgit v1.2.1