diff options
author | Nikhil Raj <nikhil.raj@arm.com> | 2018-11-19 14:51:07 +0000 |
---|---|---|
committer | Nikhil Raj <nikhil.raj@arm.com> | 2018-11-19 14:51:07 +0000 |
commit | 8599a415c159aa867db12853b3195f0f0a51ee6b (patch) | |
tree | f85987c71dc745d7da7c672466723c26e39290b6 /src/armnn | |
parent | 1d67a6905daed13354e66f00549e12fea62170ed (diff) | |
download | armnn-8599a415c159aa867db12853b3195f0f0a51ee6b.tar.gz |
IVGCVSW-2043 - Merger using ACL for innermost concat axis
* Add ClMergerWorkload and NeonMergerWorkload to call ACL for innermost concat axis
* Modify layer support to call ClMergerWorkloadValidate and NeonMergerWorkloadValidate when concat axis is inner most
* Add m_ConcatAxis to MergerDescriptor
* Modify MergerQueueDescriptor::Validate to check sub tensor only when using subtensor
!android-nn-driver:166
Change-Id: I56676b43964c8d6d726387b41b3cc34a512c0f0a
Diffstat (limited to 'src/armnn')
-rw-r--r-- | src/armnn/Descriptors.cpp | 19 | ||||
-rw-r--r-- | src/armnn/LayerSupport.cpp | 3 | ||||
-rw-r--r-- | src/armnn/layers/MergerLayer.cpp | 5 |
3 files changed, 22 insertions, 5 deletions
diff --git a/src/armnn/Descriptors.cpp b/src/armnn/Descriptors.cpp index a017806782..a200c6462c 100644 --- a/src/armnn/Descriptors.cpp +++ b/src/armnn/Descriptors.cpp @@ -72,13 +72,15 @@ PermutationVector::PermutationVector(std::initializer_list<ValueType> dimMapping } OriginsDescriptor::OriginsDescriptor() -: m_NumViews(0) +: m_ConcatAxis(1) +, m_NumViews(0) , m_NumDimensions(0) , m_ViewOrigins(nullptr) {} OriginsDescriptor::OriginsDescriptor(uint32_t numViews, uint32_t numDimensions /*= 4*/) -: m_NumViews(numViews) +: m_ConcatAxis(1) +, m_NumViews(numViews) , m_NumDimensions(numDimensions) , m_ViewOrigins(numViews && numDimensions > 0 ? new uint32_t *[numViews]() : nullptr) { @@ -89,7 +91,8 @@ OriginsDescriptor::OriginsDescriptor(uint32_t numViews, uint32_t numDimensions / } OriginsDescriptor::OriginsDescriptor(const OriginsDescriptor& other) -: m_NumViews(other.m_NumViews) +: m_ConcatAxis(other.m_ConcatAxis) +, m_NumViews(other.m_NumViews) , m_NumDimensions(other.m_NumDimensions) , m_ViewOrigins(other.m_NumViews && other.m_NumDimensions > 0 ? new uint32_t *[other.m_NumViews]() : nullptr) { @@ -121,6 +124,15 @@ OriginsDescriptor& OriginsDescriptor::operator=(OriginsDescriptor rhs) return *this; } +void OriginsDescriptor::SetConcatAxis(unsigned int concatAxis) +{ + m_ConcatAxis = concatAxis; +} +unsigned int OriginsDescriptor::GetConcatAxis() const +{ + return m_ConcatAxis; +} + Status OriginsDescriptor::SetViewOriginCoord(uint32_t view, uint32_t coord, uint32_t value) { if (view >= m_NumViews) @@ -284,6 +296,7 @@ void swap(OriginsDescriptor& first, OriginsDescriptor& second) swap(first.m_NumViews, second.m_NumViews); swap(first.m_NumDimensions, second.m_NumDimensions); swap(first.m_ViewOrigins, second.m_ViewOrigins); + swap(first.m_ConcatAxis, second.m_ConcatAxis); } void swap(ViewsDescriptor& first, ViewsDescriptor& second) diff --git a/src/armnn/LayerSupport.cpp b/src/armnn/LayerSupport.cpp index 91aca4ea41..6489fe4f66 100644 --- a/src/armnn/LayerSupport.cpp +++ b/src/armnn/LayerSupport.cpp @@ -257,12 +257,13 @@ bool IsLstmSupported(const BackendId& backend, const TensorInfo& input, const Te } bool IsMergerSupported(const BackendId& backend, std::vector<const TensorInfo*> inputs, + const TensorInfo& output, const OriginsDescriptor& descriptor, char* reasonIfUnsupported, size_t reasonIfUnsupportedMaxLength) { BOOST_ASSERT(inputs.size() > 0); - FORWARD_LAYER_SUPPORT_FUNC(backend, IsMergerSupported, inputs, descriptor); + FORWARD_LAYER_SUPPORT_FUNC(backend, IsMergerSupported, inputs, output, descriptor); } bool IsMultiplicationSupported(const BackendId& backend, diff --git a/src/armnn/layers/MergerLayer.cpp b/src/armnn/layers/MergerLayer.cpp index e80661a493..545c7e0e0e 100644 --- a/src/armnn/layers/MergerLayer.cpp +++ b/src/armnn/layers/MergerLayer.cpp @@ -40,7 +40,10 @@ void MergerLayer::CreateTensorHandles(Graph& graph, const IWorkloadFactory& fact //just needs to make sure that the outputs of the prev layer //are made subtensors of the output of the merger layer. m_OutputHandlers[0].CreateTensorHandles(factory); - if (factory.SupportsSubTensors()) + + signed long innerAxis = m_Param.GetNumDimensions() - m_Param.GetConcatAxis(); + + if (factory.SupportsSubTensors() && innerAxis != 1) { std::queue<MergerLayer*> m_MergerLayers; |