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author | Jim Flynn <jim.flynn@arm.com> | 2019-05-29 16:20:16 +0100 |
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committer | Narumol Prangnawarat <narumol.prangnawarat@arm.com> | 2019-05-31 14:24:49 +0000 |
commit | 983daec95bd3b3e5558771e995092981f2df2373 (patch) | |
tree | 16884f1abb4dcbb2e3997a804f2b2a56c28db9fe /src/backends/cl/workloads/ClDequantizeWorkload.cpp | |
parent | 120522aee38d756f9c963e1b5b4da12b66ac5a40 (diff) | |
download | armnn-983daec95bd3b3e5558771e995092981f2df2373.tar.gz |
IVGCVSW-3147 Add CL Dequantization workload
Change-Id: I9baf6af3d98a26005a31075cd9c4e1f40938789b
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Diffstat (limited to 'src/backends/cl/workloads/ClDequantizeWorkload.cpp')
-rw-r--r-- | src/backends/cl/workloads/ClDequantizeWorkload.cpp | 55 |
1 files changed, 55 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/ClDequantizeWorkload.cpp b/src/backends/cl/workloads/ClDequantizeWorkload.cpp new file mode 100644 index 0000000000..67a555a020 --- /dev/null +++ b/src/backends/cl/workloads/ClDequantizeWorkload.cpp @@ -0,0 +1,55 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ClDequantizeWorkload.hpp" +#include "ClWorkloadUtils.hpp" + +#include <aclCommon/ArmComputeTensorUtils.hpp> +#include <backendsCommon/CpuTensorHandle.hpp> + +#include <arm_compute/core/Types.h> + +#include <cl/ClLayerSupport.hpp> +#include <cl/ClTensorHandle.hpp> + +#include <boost/polymorphic_pointer_cast.hpp> + +namespace armnn +{ +using namespace armcomputetensorutils; + +arm_compute::Status ClDequantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output) +{ + const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input); + const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output); + + return arm_compute::CLDequantizationLayer::validate(&aclInputInfo, &aclOutputInfo); +} + +ClDequantizeWorkload::ClDequantizeWorkload(const DequantizeQueueDescriptor& descriptor, + const WorkloadInfo& workloadInfo) + : BaseWorkload<DequantizeQueueDescriptor>(descriptor, workloadInfo) +{ + arm_compute::ICLTensor& input = boost::polymorphic_pointer_downcast<IClTensorHandle>( + m_Data.m_Inputs[0])->GetTensor(); + + arm_compute::ICLTensor& output = boost::polymorphic_pointer_downcast<IClTensorHandle>( + m_Data.m_Outputs[0])->GetTensor(); + + m_Layer.reset(new arm_compute::CLDequantizationLayer()); + m_Layer->configure(&input, &output); + m_Layer->prepare(); +} + +void ClDequantizeWorkload::Execute() const +{ + if (m_Layer) + { + ARMNN_SCOPED_PROFILING_EVENT_CL("ClDequantizeWorkload_Execute"); + m_Layer->run(); + } +} + +} // namespace armnn |