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author | Sadik Armagan <sadik.armagan@arm.com> | 2019-05-31 09:05:11 +0100 |
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committer | Sadik Armagan <sadik.armagan@arm.com> | 2019-05-31 08:05:53 +0000 |
commit | fabc289e7a371d5a3d564bed0d373da26f718ab3 (patch) | |
tree | a56494eee02bae476179ecfdbbb41403c695ee35 /src/backends/neon/workloads | |
parent | 22f0f2bc3d8d8e460200ae353dcea42157d9ad39 (diff) | |
download | armnn-fabc289e7a371d5a3d564bed0d373da26f718ab3.tar.gz |
IVGCVSW-3185 Add NeonQuantizeWorkload
* Added NeonQuantizeWorkload to ArmNN
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I41f8707dda35c894841eddae2d3b78f088038c8e
Diffstat (limited to 'src/backends/neon/workloads')
-rw-r--r-- | src/backends/neon/workloads/CMakeLists.txt | 2 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonQuantizeWorkload.cpp | 50 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonQuantizeWorkload.hpp | 26 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonWorkloads.hpp | 1 |
4 files changed, 79 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt index 8b2ad63f45..b7638208d1 100644 --- a/src/backends/neon/workloads/CMakeLists.txt +++ b/src/backends/neon/workloads/CMakeLists.txt @@ -48,6 +48,8 @@ list(APPEND armnnNeonBackendWorkloads_sources NeonPermuteWorkload.hpp NeonPooling2dWorkload.cpp NeonPooling2dWorkload.hpp + NeonQuantizeWorkload.cpp + NeonQuantizeWorkload.hpp NeonReshapeWorkload.cpp NeonReshapeWorkload.hpp NeonResizeBilinearWorkload.cpp diff --git a/src/backends/neon/workloads/NeonQuantizeWorkload.cpp b/src/backends/neon/workloads/NeonQuantizeWorkload.cpp new file mode 100644 index 0000000000..ef24a7f40b --- /dev/null +++ b/src/backends/neon/workloads/NeonQuantizeWorkload.cpp @@ -0,0 +1,50 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NeonQuantizeWorkload.hpp" +#include "NeonWorkloadUtils.hpp" + +#include <neon/NeonTensorHandle.hpp> +#include <aclCommon/ArmComputeTensorUtils.hpp> +#include <arm_compute/core/Types.h> + +#include <boost/polymorphic_pointer_cast.hpp> + +namespace armnn +{ +using namespace armcomputetensorutils; + +arm_compute::Status NeonQuantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output) +{ + const arm_compute::TensorInfo neonInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input); + const arm_compute::TensorInfo neonOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output); + + return arm_compute::NEQuantizationLayer::validate(&neonInputInfo, &neonOutputInfo); +} + +NeonQuantizeWorkload::NeonQuantizeWorkload(const QuantizeQueueDescriptor& descriptor, + const WorkloadInfo& workloadInfo) + : BaseWorkload<QuantizeQueueDescriptor>(descriptor, workloadInfo) +{ + arm_compute::ITensor& input = boost::polymorphic_pointer_downcast<INeonTensorHandle>( + m_Data.m_Inputs[0])->GetTensor(); + arm_compute::ITensor& output = boost::polymorphic_pointer_downcast<INeonTensorHandle>( + m_Data.m_Outputs[0])->GetTensor(); + + m_Layer.reset(new arm_compute::NEQuantizationLayer()); + m_Layer->configure(&input, &output); + m_Layer->prepare(); +} + +void NeonQuantizeWorkload::Execute() const +{ + if (m_Layer) + { + ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonQuantizeWorkload_Execute"); + m_Layer->run(); + } +} + +} // namespace armnn diff --git a/src/backends/neon/workloads/NeonQuantizeWorkload.hpp b/src/backends/neon/workloads/NeonQuantizeWorkload.hpp new file mode 100644 index 0000000000..7f5a145371 --- /dev/null +++ b/src/backends/neon/workloads/NeonQuantizeWorkload.hpp @@ -0,0 +1,26 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/Workload.hpp> + +#include <arm_compute/runtime/NEON/functions/NEQuantizationLayer.h> + +namespace armnn { + +arm_compute::Status NeonQuantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output); + +class NeonQuantizeWorkload : public BaseWorkload<QuantizeQueueDescriptor> +{ +public: + NeonQuantizeWorkload(const QuantizeQueueDescriptor& descriptor, const WorkloadInfo& workloadInfo); + void Execute() const override; + +private: + mutable std::unique_ptr<arm_compute::NEQuantizationLayer> m_Layer; +}; + +} // namespace armnn diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp index dc02aecfd7..8ad70d7095 100644 --- a/src/backends/neon/workloads/NeonWorkloads.hpp +++ b/src/backends/neon/workloads/NeonWorkloads.hpp @@ -26,6 +26,7 @@ #include "NeonPadWorkload.hpp" #include "NeonPermuteWorkload.hpp" #include "NeonPooling2dWorkload.hpp" +#include "NeonQuantizeWorkload.hpp" #include "NeonReshapeWorkload.hpp" #include "NeonResizeBilinearWorkload.hpp" #include "NeonSoftmaxFloatWorkload.hpp" |