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authorAron Virginas-Tar <Aron.Virginas-Tar@arm.com>2019-09-30 11:24:53 +0100
committerKevin May <kevin.may@arm.com>2019-09-30 16:53:23 +0000
commitb280196ef4e04725a46155732ff0a1faf6b76722 (patch)
treef63b0016715003d9842f264123b455afb515c6a5 /src/backends/cl/workloads
parent2f00b7421f259851448a0be72e9eb01141faad2e (diff)
downloadarmnn-b280196ef4e04725a46155732ff0a1faf6b76722.tar.gz
IVGCVSW-3732 Add CL workload for DepthToSpace
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I577c45099eda1d04214e7a1f75fa10d1352efc80
Diffstat (limited to 'src/backends/cl/workloads')
-rw-r--r--src/backends/cl/workloads/CMakeLists.txt2
-rw-r--r--src/backends/cl/workloads/ClDepthToSpaceWorkload.cpp66
-rw-r--r--src/backends/cl/workloads/ClDepthToSpaceWorkload.hpp31
-rw-r--r--src/backends/cl/workloads/ClWorkloads.hpp1
4 files changed, 100 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/CMakeLists.txt b/src/backends/cl/workloads/CMakeLists.txt
index 7578a4029d..affe869c89 100644
--- a/src/backends/cl/workloads/CMakeLists.txt
+++ b/src/backends/cl/workloads/CMakeLists.txt
@@ -24,6 +24,8 @@ list(APPEND armnnClBackendWorkloads_sources
ClConvertFp32ToFp16Workload.hpp
ClConvolution2dWorkload.cpp
ClConvolution2dWorkload.hpp
+ ClDepthToSpaceWorkload.cpp
+ ClDepthToSpaceWorkload.hpp
ClDepthwiseConvolutionWorkload.cpp
ClDepthwiseConvolutionWorkload.hpp
ClDequantizeWorkload.cpp
diff --git a/src/backends/cl/workloads/ClDepthToSpaceWorkload.cpp b/src/backends/cl/workloads/ClDepthToSpaceWorkload.cpp
new file mode 100644
index 0000000000..800a98409e
--- /dev/null
+++ b/src/backends/cl/workloads/ClDepthToSpaceWorkload.cpp
@@ -0,0 +1,66 @@
+//
+// Copyright © 2019 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ClDepthToSpaceWorkload.hpp"
+
+#include "ClWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <cl/ClTensorHandle.hpp>
+
+#include <boost/numeric/conversion/cast.hpp>
+#include <boost/polymorphic_pointer_cast.hpp>
+
+namespace armnn
+{
+
+using namespace armcomputetensorutils;
+
+arm_compute::Status ClDepthToSpaceWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const DepthToSpaceDescriptor& desc)
+{
+ DataLayout dataLayout = desc.m_DataLayout;
+ const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, dataLayout);
+
+ int32_t blockSize = boost::numeric_cast<int32_t>(desc.m_BlockSize);
+
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, dataLayout);
+
+ const arm_compute::Status aclStatus = arm_compute::CLDepthToSpaceLayer::validate(&aclInputInfo,
+ &aclOutputInfo,
+ blockSize);
+ return aclStatus;
+}
+
+ClDepthToSpaceWorkload::ClDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor& desc,
+ const WorkloadInfo& info)
+ : BaseWorkload<DepthToSpaceQueueDescriptor>(desc, info)
+{
+ m_Data.ValidateInputsOutputs("ClDepthToSpaceWorkload", 1, 1);
+
+ arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
+
+ arm_compute::ICLTensor& input =
+ boost::polymorphic_pointer_downcast<IClTensorHandle>(m_Data.m_Inputs[0])->GetTensor();
+ input.info()->set_data_layout(aclDataLayout);
+
+ int32_t blockSize = boost::numeric_cast<int32_t>(desc.m_Parameters.m_BlockSize);
+
+ arm_compute::ICLTensor& output =
+ boost::polymorphic_pointer_downcast<IClTensorHandle>(m_Data.m_Outputs[0])->GetTensor();
+ output.info()->set_data_layout(aclDataLayout);
+
+ m_Layer.configure(&input, &output, blockSize);
+}
+
+void ClDepthToSpaceWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_CL("ClDepthToSpaceWorkload_Execute");
+ RunClFunction(m_Layer, CHECK_LOCATION());
+}
+
+} // namespace armnn
diff --git a/src/backends/cl/workloads/ClDepthToSpaceWorkload.hpp b/src/backends/cl/workloads/ClDepthToSpaceWorkload.hpp
new file mode 100644
index 0000000000..de8b496669
--- /dev/null
+++ b/src/backends/cl/workloads/ClDepthToSpaceWorkload.hpp
@@ -0,0 +1,31 @@
+//
+// Copyright © 2019 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/Descriptors.hpp>
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/runtime/CL/functions/CLDepthToSpaceLayer.h>
+
+namespace armnn
+{
+
+arm_compute::Status ClDepthToSpaceWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const DepthToSpaceDescriptor& desc);
+
+class ClDepthToSpaceWorkload : public BaseWorkload<DepthToSpaceQueueDescriptor>
+{
+public:
+ ClDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor& descriptor, const WorkloadInfo& info);
+ void Execute() const override;
+
+private:
+ mutable arm_compute::CLDepthToSpaceLayer m_Layer;
+};
+
+} // namespace armnn
diff --git a/src/backends/cl/workloads/ClWorkloads.hpp b/src/backends/cl/workloads/ClWorkloads.hpp
index 7525f84319..5c42e764b8 100644
--- a/src/backends/cl/workloads/ClWorkloads.hpp
+++ b/src/backends/cl/workloads/ClWorkloads.hpp
@@ -11,6 +11,7 @@
#include "ClBatchNormalizationFloatWorkload.hpp"
#include "ClBatchToSpaceNdWorkload.hpp"
#include "ClConvolution2dWorkload.hpp"
+#include "ClDepthToSpaceWorkload.hpp"
#include "ClDepthwiseConvolutionWorkload.hpp"
#include "ClDequantizeWorkload.hpp"
#include "ClDivisionFloatWorkload.hpp"