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| author | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-09-08 13:05:51 +0100 |
|---|---|---|
| committer | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-10-01 15:27:01 +0100 |
| commit | b63a31170aee1d28267d83a4bc67b57708fb6b05 (patch) | |
| tree | 16cea0a872939be749b72f45ad125964439bc40e /include/armnn/Descriptors.hpp | |
| parent | eb852bb9e45b1db42a26001ece11ec7cc1f2bbfe (diff) | |
| download | armnn-b63a31170aee1d28267d83a4bc67b57708fb6b05.tar.gz | |
IVGCVSW-6163 Add Conv3d FrontEnd and Ref Implementation
* Added front-end
* Added Reference workload
* Added Serializer & Deserializer support
* Added unit tests
* Added NDHWC DataLayout
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8
Diffstat (limited to 'include/armnn/Descriptors.hpp')
| -rw-r--r-- | include/armnn/Descriptors.hpp | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/include/armnn/Descriptors.hpp b/include/armnn/Descriptors.hpp index d571f2297b..9a5128a127 100644 --- a/include/armnn/Descriptors.hpp +++ b/include/armnn/Descriptors.hpp @@ -468,6 +468,74 @@ struct Convolution2dDescriptor : BaseDescriptor DataLayout m_DataLayout; }; +/// A Convolution3dDescriptor for the Convolution3dLayer. +struct Convolution3dDescriptor : BaseDescriptor +{ + Convolution3dDescriptor() + : m_PadLeft(0) + , m_PadRight(0) + , m_PadTop(0) + , m_PadBottom(0) + , m_PadFront(0) + , m_PadBack(0) + , m_StrideX(1) + , m_StrideY(1) + , m_StrideZ(1) + , m_DilationX(1) + , m_DilationY(1) + , m_DilationZ(1) + , m_BiasEnabled(false) + , m_DataLayout(DataLayout::NDHWC) + {} + + bool operator ==(const Convolution3dDescriptor& rhs) const + { + return m_PadLeft == rhs.m_PadLeft && + m_PadRight == rhs.m_PadRight && + m_PadTop == rhs.m_PadTop && + m_PadBottom == rhs.m_PadBottom && + m_PadFront == rhs.m_PadFront && + m_PadBack == rhs.m_PadBack && + m_StrideX == rhs.m_StrideX && + m_StrideY == rhs.m_StrideY && + m_StrideZ == rhs.m_StrideZ && + m_DilationX == rhs.m_DilationX && + m_DilationY == rhs.m_DilationY && + m_DilationZ == rhs.m_DilationZ && + m_BiasEnabled == rhs.m_BiasEnabled && + m_DataLayout == rhs.m_DataLayout; + } + + /// Padding left value in the width dimension. + uint32_t m_PadLeft; + /// Padding right value in the width dimension. + uint32_t m_PadRight; + /// Padding top value in the height dimension. + uint32_t m_PadTop; + /// Padding bottom value in the height dimension. + uint32_t m_PadBottom; + /// Padding front value in the depth dimension. + uint32_t m_PadFront; + /// Padding back value in the depth dimension. + uint32_t m_PadBack; + /// Stride value when proceeding through input for the width dimension. + uint32_t m_StrideX; + /// Stride value when proceeding through input for the height dimension. + uint32_t m_StrideY; + /// Stride value when proceeding through input for the depth dimension. + uint32_t m_StrideZ; + /// Dilation along x axis + uint32_t m_DilationX; + /// Dilation along y axis + uint32_t m_DilationY; + /// Dilation along z axis + uint32_t m_DilationZ; + /// Enable/disable bias. + bool m_BiasEnabled; + /// The data layout to be used (NDHWC). + DataLayout m_DataLayout; +}; + /// A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer. struct DepthwiseConvolution2dDescriptor : BaseDescriptor { |