From f40d6d41b58a086273513d1b386725a7ae9c5503 Mon Sep 17 00:00:00 2001 From: Sadik Armagan Date: Thu, 22 Apr 2021 09:12:11 +0100 Subject: IVGCVSW-5420 'Add CL support for CAST' Signed-off-by: Sadik Armagan Change-Id: I1bbf1f2edf7282cb69b99e22de1b8a2fe6e443c2 --- src/backends/cl/workloads/CMakeLists.txt | 4 ++- src/backends/cl/workloads/ClCastWorkload.cpp | 47 ++++++++++++++++++++++++++++ src/backends/cl/workloads/ClCastWorkload.hpp | 30 ++++++++++++++++++ src/backends/cl/workloads/ClWorkloads.hpp | 1 + 4 files changed, 81 insertions(+), 1 deletion(-) create mode 100644 src/backends/cl/workloads/ClCastWorkload.cpp create mode 100644 src/backends/cl/workloads/ClCastWorkload.hpp (limited to 'src/backends/cl/workloads') diff --git a/src/backends/cl/workloads/CMakeLists.txt b/src/backends/cl/workloads/CMakeLists.txt index 04821bf4bb..9f1a02f9bf 100644 --- a/src/backends/cl/workloads/CMakeLists.txt +++ b/src/backends/cl/workloads/CMakeLists.txt @@ -1,5 +1,5 @@ # -# Copyright © 2017 Arm Ltd anc Contributors. All rights reserved. +# Copyright © 2017 Arm Ltd and Contributors. All rights reserved. # SPDX-License-Identifier: MIT # @@ -16,6 +16,8 @@ list(APPEND armnnClBackendWorkloads_sources ClBatchNormalizationFloatWorkload.hpp ClBatchToSpaceNdWorkload.cpp ClBatchToSpaceNdWorkload.hpp + ClCastWorkload.cpp + ClCastWorkload.hpp ClComparisonWorkload.cpp ClComparisonWorkload.hpp ClConcatWorkload.cpp diff --git a/src/backends/cl/workloads/ClCastWorkload.cpp b/src/backends/cl/workloads/ClCastWorkload.cpp new file mode 100644 index 0000000000..e995e42386 --- /dev/null +++ b/src/backends/cl/workloads/ClCastWorkload.cpp @@ -0,0 +1,47 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ClCastWorkload.hpp" +#include "ClWorkloadUtils.hpp" + +#include + +#include + +#include + +namespace armnn +{ + +static constexpr arm_compute::ConvertPolicy g_AclConvertPolicy = arm_compute::ConvertPolicy::SATURATE; + +arm_compute::Status ClCastValidate(const TensorInfo& input, const TensorInfo& output) +{ + const arm_compute::TensorInfo aclInput = armcomputetensorutils::BuildArmComputeTensorInfo(input); + const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output); + + return arm_compute::CLCast::validate(&aclInput, &aclOutput, g_AclConvertPolicy); +} + +ClCastWorkload::ClCastWorkload(const CastQueueDescriptor& descriptor, + const WorkloadInfo& info, + const arm_compute::CLCompileContext& clCompileContext) + : BaseWorkload(descriptor, info) +{ + m_Data.ValidateInputsOutputs("ClCastWorkload", 1, 1); + + arm_compute::ICLTensor& input = PolymorphicDowncast(m_Data.m_Inputs[0])->GetTensor(); + arm_compute::ICLTensor& output = PolymorphicDowncast(m_Data.m_Outputs[0])->GetTensor(); + + m_CastLayer.configure(clCompileContext, &input, &output, g_AclConvertPolicy); +} + +void ClCastWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_CL("ClCastWorkload_Execute"); + RunClFunction(m_CastLayer, CHECK_LOCATION()); +} + +} // namespace armnn diff --git a/src/backends/cl/workloads/ClCastWorkload.hpp b/src/backends/cl/workloads/ClCastWorkload.hpp new file mode 100644 index 0000000000..ef4c7672f4 --- /dev/null +++ b/src/backends/cl/workloads/ClCastWorkload.hpp @@ -0,0 +1,30 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include + +#include +#include + +namespace armnn +{ + +arm_compute::Status ClCastValidate(const TensorInfo& input, const TensorInfo& output); + +class ClCastWorkload : public BaseWorkload +{ +public: + ClCastWorkload(const CastQueueDescriptor& descriptor, + const WorkloadInfo& info, + const arm_compute::CLCompileContext& clCompileContext); + virtual void Execute() const override; + +private: + mutable arm_compute::CLCast m_CastLayer; +}; + +} // namespace armnn diff --git a/src/backends/cl/workloads/ClWorkloads.hpp b/src/backends/cl/workloads/ClWorkloads.hpp index 0ae7f4ec22..5488fcdf1a 100644 --- a/src/backends/cl/workloads/ClWorkloads.hpp +++ b/src/backends/cl/workloads/ClWorkloads.hpp @@ -12,6 +12,7 @@ #include "ClConstantWorkload.hpp" #include "ClBatchNormalizationFloatWorkload.hpp" #include "ClBatchToSpaceNdWorkload.hpp" +#include "ClCastWorkload.hpp" #include "ClConvolution2dWorkload.hpp" #include "ClDepthToSpaceWorkload.hpp" #include "ClDepthwiseConvolutionWorkload.hpp" -- cgit v1.2.1