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authorJim Flynn <jim.flynn@arm.com>2019-05-17 15:44:36 +0100
committerDerek Lamberti <derek.lamberti@arm.com>2019-05-20 08:01:38 +0000
commit39d487d3e2834a6d3024c92a519d84aa05f87925 (patch)
treedfd56a61f1ea1293767a8ea452e4f3e6a74e3d56 /src/backends/neon/workloads/NeonConcatWorkload.cpp
parent6905941332e243c518bc30ed18c5a222fb50a90a (diff)
downloadarmnn-39d487d3e2834a6d3024c92a519d84aa05f87925.tar.gz
IVGCVSW-3117 Rename NeonMergerWorkload to NeonConcatWorkload
Change-Id: I9a373a31bfabbe0f691d7f9e240ac08e072b2c7d Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Diffstat (limited to 'src/backends/neon/workloads/NeonConcatWorkload.cpp')
-rw-r--r--src/backends/neon/workloads/NeonConcatWorkload.cpp103
1 files changed, 103 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonConcatWorkload.cpp b/src/backends/neon/workloads/NeonConcatWorkload.cpp
new file mode 100644
index 0000000000..91f81090ce
--- /dev/null
+++ b/src/backends/neon/workloads/NeonConcatWorkload.cpp
@@ -0,0 +1,103 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonConcatWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+#include <backendsCommon/CpuTensorHandle.hpp>
+#include <neon/NeonTensorHandle.hpp>
+
+
+
+namespace armnn
+{
+using namespace armcomputetensorutils;
+
+namespace
+{
+size_t CalcAxis(const armnn::MergerDescriptor& desc)
+{
+ return (desc.GetNumDimensions() - desc.GetConcatAxis()) - 1;
+}
+} //namespace
+
+arm_compute::Status NeonConcatWorkloadValidate(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);
+ std::vector<arm_compute::ITensorInfo*> aclInputPtrs;
+ for (arm_compute::ITensorInfo& input : aclInputs)
+ {
+ aclInputPtrs.emplace_back(&input);
+ }
+
+ size_t aclAxis = CalcAxis(descriptor);
+ return arm_compute::NEConcatenateLayer::validate(aclInputPtrs, &aclOutputInfo, aclAxis);
+}
+
+NeonConcatWorkload::NeonConcatWorkload(
+const MergerQueueDescriptor& descriptor, const WorkloadInfo& info)
+ : BaseWorkload<MergerQueueDescriptor>(descriptor, info)
+{
+ bool allInputsAreSubtensors = true;
+
+ // Check that all inputs are sub-tensors
+ for (auto input : descriptor.m_Inputs)
+ {
+ if (!input->GetParent())
+ {
+ // Non sub-tensor input found so we need to execute the merger function
+ allInputsAreSubtensors = false;
+ break;
+ }
+ }
+
+ if (allInputsAreSubtensors)
+ {
+ // Can skip configuring the merger function since it's not executed
+ return;
+ }
+
+ std::vector<arm_compute::ITensor *> aclInputs;
+ for (auto input : m_Data.m_Inputs)
+ {
+ arm_compute::ITensor& aclInput = boost::polymorphic_pointer_downcast<INeonTensorHandle>(input)->GetTensor();
+ aclInputs.emplace_back(&aclInput);
+ }
+ arm_compute::ITensor& output = boost::polymorphic_pointer_downcast<INeonTensorHandle>(
+ m_Data.m_Outputs[0])->GetTensor();
+
+ // Create the layer function
+ m_Layer.reset(new arm_compute::NEConcatenateLayer());
+
+ // Configure input and output tensors
+ size_t aclAxis = CalcAxis(descriptor.m_Parameters);
+ m_Layer->configure(aclInputs, &output, aclAxis);
+
+ // Prepare
+ m_Layer->prepare();
+}
+
+void NeonConcatWorkload::Execute() const
+{
+ if (m_Layer)
+ {
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonConcatWorkload_Execute");
+ m_Layer->run();
+ }
+}
+
+} //namespace armnn
+