IVGCVSW-3454 Fix VTS convolution test failures where output shape is incorrect
* Changed calculation when calculating implicit padding to take dilation into account.
* Added CalcPadding function that takes dilation as a parameter.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I38981d9b2cfe8ef36cd0a14d090b541111e7bf34
diff --git a/1.2/HalPolicy.cpp b/1.2/HalPolicy.cpp
index 5a940be..d7452c6 100644
--- a/1.2/HalPolicy.cpp
+++ b/1.2/HalPolicy.cpp
@@ -243,8 +243,8 @@
const uint32_t inputX = inputInfo.GetShape()[widthIndex];
const uint32_t inputY = inputInfo.GetShape()[heightIndex];
- CalcPadding(inputX, kernelX, desc.m_StrideX, desc.m_PadLeft, desc.m_PadRight, paddingScheme);
- CalcPadding(inputY, kernelY, desc.m_StrideY, desc.m_PadTop, desc.m_PadBottom, paddingScheme);
+ CalcPadding(inputX, kernelX, desc.m_StrideX, desc.m_DilationX, desc.m_PadLeft, desc.m_PadRight, paddingScheme);
+ CalcPadding(inputY, kernelY, desc.m_StrideY, desc.m_DilationY, desc.m_PadTop, desc.m_PadBottom, paddingScheme);
}
else if (operation.inputs.size() >= 10)
@@ -400,8 +400,8 @@
const uint32_t inputX = inputInfo.GetShape()[widthIndex];
const uint32_t inputY = inputInfo.GetShape()[heightIndex];
- CalcPadding(inputX, kernelX, desc.m_StrideX, desc.m_PadLeft, desc.m_PadRight, paddingScheme);
- CalcPadding(inputY, kernelY, desc.m_StrideY, desc.m_PadTop, desc.m_PadBottom, paddingScheme);
+ CalcPadding(inputX, kernelX, desc.m_StrideX, desc.m_DilationX, desc.m_PadLeft, desc.m_PadRight, paddingScheme);
+ CalcPadding(inputY, kernelY, desc.m_StrideY, desc.m_DilationY, desc.m_PadTop, desc.m_PadBottom, paddingScheme);
}
else if (operation.inputs.size() >= 11)
{
diff --git a/ConversionUtils.hpp b/ConversionUtils.hpp
index c9be000..c59da1d 100644
--- a/ConversionUtils.hpp
+++ b/ConversionUtils.hpp
@@ -300,6 +300,20 @@
outPadTail = boost::numeric_cast<uint32_t>(padTail);
}
+#ifdef ARMNN_ANDROID_NN_V1_2
+
+void CalcPadding(uint32_t input, uint32_t kernel, uint32_t stride, uint32_t dilation, uint32_t& outPadHead,
+ uint32_t& outPadTail, android::nn::PaddingScheme scheme)
+{
+ int32_t padHead;
+ int32_t padTail;
+ calculateExplicitPadding(input, stride, dilation, kernel, scheme, &padHead, &padTail);
+ outPadHead = boost::numeric_cast<uint32_t>(padHead);
+ outPadTail = boost::numeric_cast<uint32_t>(padTail);
+}
+
+#endif
+
Shape GetOperandShape(const V1_0::Operand& operand)
{
Shape shape;