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-rw-r--r--src/backends/cl/ClLayerSupport.cpp22
-rw-r--r--src/backends/cl/ClLayerSupport.hpp1
-rw-r--r--src/backends/cl/backend.mk1
-rw-r--r--src/backends/cl/workloads/CMakeLists.txt1
-rw-r--r--src/backends/cl/workloads/ClMergerWorkload.cpp85
-rw-r--r--src/backends/cl/workloads/ClMergerWorkload.hpp17
6 files changed, 117 insertions, 10 deletions
diff --git a/src/backends/cl/ClLayerSupport.cpp b/src/backends/cl/ClLayerSupport.cpp
index 039f1c24f0..a5030beb47 100644
--- a/src/backends/cl/ClLayerSupport.cpp
+++ b/src/backends/cl/ClLayerSupport.cpp
@@ -27,6 +27,7 @@
#include "workloads/ClL2NormalizationFloatWorkload.hpp"
#include "workloads/ClLstmFloatWorkload.hpp"
#include "workloads/ClMeanWorkload.hpp"
+#include "workloads/ClMergerWorkload.hpp"
#include "workloads/ClMultiplicationWorkload.hpp"
#include "workloads/ClNormalizationFloatWorkload.hpp"
#include "workloads/ClPadWorkload.hpp"
@@ -366,14 +367,25 @@ bool ClLayerSupport::IsMeanSupported(const TensorInfo& input,
}
bool ClLayerSupport::IsMergerSupported(const std::vector<const TensorInfo*> inputs,
+ const TensorInfo& output,
const OriginsDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported) const
{
- ignore_unused(descriptor);
- return IsSupportedForDataTypeCl(reasonIfUnsupported,
- inputs[0]->GetDataType(),
- &TrueFunc<>,
- &FalseFuncU8<>);
+ if(descriptor.GetNumDimensions() - descriptor.GetConcatAxis() == 1)
+ {
+ FORWARD_WORKLOAD_VALIDATE_FUNC(ClMergerWorkloadValidate,
+ reasonIfUnsupported,
+ inputs,
+ output,
+ descriptor);
+ }
+ else
+ {
+ return IsSupportedForDataTypeCl(reasonIfUnsupported,
+ inputs[0]->GetDataType(),
+ &TrueFunc<>,
+ &FalseFuncU8<>);
+ }
}
bool ClLayerSupport::IsMultiplicationSupported(const TensorInfo& input0,
diff --git a/src/backends/cl/ClLayerSupport.hpp b/src/backends/cl/ClLayerSupport.hpp
index 6bdeb5a6f6..b4d278995d 100644
--- a/src/backends/cl/ClLayerSupport.hpp
+++ b/src/backends/cl/ClLayerSupport.hpp
@@ -117,6 +117,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
bool IsMergerSupported(const std::vector<const TensorInfo*> inputs,
+ const TensorInfo& output,
const OriginsDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
diff --git a/src/backends/cl/backend.mk b/src/backends/cl/backend.mk
index fd7ea80f33..551e1a0e4b 100644
--- a/src/backends/cl/backend.mk
+++ b/src/backends/cl/backend.mk
@@ -28,6 +28,7 @@ BACKEND_SOURCES := \
workloads/ClL2NormalizationFloatWorkload.cpp \
workloads/ClLstmFloatWorkload.cpp \
workloads/ClMeanWorkload.cpp \
+ workloads/ClMergerWorkload.cpp \
workloads/ClMultiplicationWorkload.cpp \
workloads/ClNormalizationFloatWorkload.cpp \
workloads/ClPadWorkload.cpp \
diff --git a/src/backends/cl/workloads/CMakeLists.txt b/src/backends/cl/workloads/CMakeLists.txt
index 901dd748e4..736cf5c4e5 100644
--- a/src/backends/cl/workloads/CMakeLists.txt
+++ b/src/backends/cl/workloads/CMakeLists.txt
@@ -32,6 +32,7 @@ list(APPEND armnnClBackendWorkloads_sources
ClLstmFloatWorkload.hpp
ClMeanWorkload.cpp
ClMeanWorkload.hpp
+ ClMergerWorkload.cpp
ClMergerWorkload.hpp
ClMultiplicationWorkload.cpp
ClMultiplicationWorkload.hpp
diff --git a/src/backends/cl/workloads/ClMergerWorkload.cpp b/src/backends/cl/workloads/ClMergerWorkload.cpp
new file mode 100644
index 0000000000..e06d8c51f5
--- /dev/null
+++ b/src/backends/cl/workloads/ClMergerWorkload.cpp
@@ -0,0 +1,85 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include "ClMergerWorkload.hpp"
+#include "ClWorkloadUtils.hpp"
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+#include <backendsCommon/CpuTensorHandle.hpp>
+#include <cl/ClTensorHandle.hpp>
+#include <cl/ClLayerSupport.hpp>
+
+#include <boost/polymorphic_pointer_cast.hpp>
+
+namespace armnn
+{
+using namespace armcomputetensorutils;
+
+arm_compute::Status ClMergerWorkloadValidate(const std::vector<const TensorInfo*>& inputs,
+ const TensorInfo& output,
+ const MergerDescriptor& descriptor)
+
+{
+ std::vector<arm_compute::TensorInfo> aclInputs;
+ for (const TensorInfo* input : inputs)
+ {
+ arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(*input, armnn::DataLayout::NCHW);
+ aclInputs.emplace_back(aclInputInfo);
+ }
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+ arm_compute::DataLayoutDimension aclAxis = arm_compute::DataLayoutDimension::WIDTH;
+
+ std::vector<arm_compute::ITensorInfo*> aclInputPtrs;
+ for (arm_compute::ITensorInfo& input : aclInputs)
+ {
+ aclInputPtrs.emplace_back(&input);
+ }
+
+ return arm_compute::CLConcatenateLayer::validate(aclInputPtrs, &aclOutputInfo, aclAxis);
+
+}
+
+ClMergerWorkload::ClMergerWorkload(const MergerQueueDescriptor& descriptor, const WorkloadInfo& info)
+: BaseWorkload<MergerQueueDescriptor>(descriptor, info)
+{
+ m_Execute = true;
+
+ unsigned int innerAxisOrder = descriptor.m_Parameters.GetNumDimensions() - descriptor.m_Parameters.GetConcatAxis();
+
+ if (innerAxisOrder != 1)
+ {
+ m_Execute = false;
+ return;
+ }
+
+ std::vector<arm_compute::ICLTensor *> aclInputs;
+ arm_compute::DataLayout aclDataLayout = ConvertDataLayout(armnn::DataLayout::NCHW);
+ for (auto input : m_Data.m_Inputs)
+ {
+ arm_compute::ICLTensor& aclInput = boost::polymorphic_pointer_downcast<IClTensorHandle>(input)->GetTensor();
+ aclInput.info()->set_data_layout(aclDataLayout);
+ aclInputs.emplace_back(&aclInput);
+ }
+ arm_compute::ICLTensor& output = boost::polymorphic_pointer_downcast<IClTensorHandle>(
+ m_Data.m_Outputs[0])->GetTensor();
+ output.info()->set_data_layout(aclDataLayout);
+
+ arm_compute::DataLayoutDimension aclAxis = arm_compute::DataLayoutDimension::WIDTH;
+
+ m_Layer.configure(aclInputs, &output, aclAxis);
+
+ m_Layer.prepare();
+
+}
+
+void ClMergerWorkload::Execute() const
+{
+ if (m_Execute)
+ {
+ ARMNN_SCOPED_PROFILING_EVENT_CL("ClMergerWorkload_Execute");
+ m_Layer.run();
+ }
+
+}
+
+} //namespace armnn \ No newline at end of file
diff --git a/src/backends/cl/workloads/ClMergerWorkload.hpp b/src/backends/cl/workloads/ClMergerWorkload.hpp
index 948fb58bd1..8189a1b24a 100644
--- a/src/backends/cl/workloads/ClMergerWorkload.hpp
+++ b/src/backends/cl/workloads/ClMergerWorkload.hpp
@@ -7,18 +7,25 @@
#include <backendsCommon/Workload.hpp>
+#include <arm_compute/runtime/CL/CLFunctions.h>
+
namespace armnn
{
+arm_compute::Status ClMergerWorkloadValidate(const std::vector<const TensorInfo*>& inputs,
+ const TensorInfo& output,
+ const MergerDescriptor& descriptor);
+
class ClMergerWorkload : public BaseWorkload<MergerQueueDescriptor>
{
public:
- using BaseWorkload<MergerQueueDescriptor>::BaseWorkload;
+ ClMergerWorkload(const MergerQueueDescriptor& descriptor, const WorkloadInfo& info);
+
+ void Execute() const override;
- void Execute() const override
- {
- // With subtensors, merger is a no-op.
- }
+private:
+ mutable arm_compute::CLConcatenateLayer m_Layer;
+ bool m_Execute;
};
} //namespace armnn