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author | Sadik Armagan <sadik.armagan@arm.com> | 2020-06-23 16:22:23 +0100 |
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committer | TeresaARM <teresa.charlinreyes@arm.com> | 2020-06-23 18:07:36 +0000 |
commit | a792a05ba521c426462eb050f96a98b1ad156c58 (patch) | |
tree | c40cec3fa0352b20fec9d42b6e8702edf7a7aece /src/backends/neon | |
parent | 4c10dfc213a59ec7bbf56b645e313083638b81a4 (diff) | |
download | armnn-a792a05ba521c426462eb050f96a98b1ad156c58.tar.gz |
IVGCVSW-4622 Add NEON FILL Workload
* Added Neon workload for Fill Operator
* Enabled Fill operator tests on Neon
* NEFill function does not have validate() function yet
IsLayerSupported() function return true at the moment
* Added INT32 supported type for CpuRef
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I17bf5ec13750f46322a30653e15ba2a514f61f08
Diffstat (limited to 'src/backends/neon')
-rw-r--r-- | src/backends/neon/NeonLayerSupport.cpp | 8 | ||||
-rw-r--r-- | src/backends/neon/NeonLayerSupport.hpp | 5 | ||||
-rw-r--r-- | src/backends/neon/NeonWorkloadFactory.cpp | 6 | ||||
-rw-r--r-- | src/backends/neon/NeonWorkloadFactory.hpp | 3 | ||||
-rw-r--r-- | src/backends/neon/backend.mk | 1 | ||||
-rw-r--r-- | src/backends/neon/test/NeonLayerTests.cpp | 4 | ||||
-rw-r--r-- | src/backends/neon/workloads/CMakeLists.txt | 2 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonFillWorkload.cpp | 38 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonFillWorkload.hpp | 25 | ||||
-rw-r--r-- | src/backends/neon/workloads/NeonWorkloads.hpp | 1 |
10 files changed, 93 insertions, 0 deletions
diff --git a/src/backends/neon/NeonLayerSupport.cpp b/src/backends/neon/NeonLayerSupport.cpp index a514c8fae2..b611bf45f9 100644 --- a/src/backends/neon/NeonLayerSupport.cpp +++ b/src/backends/neon/NeonLayerSupport.cpp @@ -405,6 +405,14 @@ bool NeonLayerSupport::IsElementwiseUnarySupported(const TensorInfo& input, } } +bool NeonLayerSupport::IsFillSupported(const TensorInfo&, + const TensorInfo&, + const FillDescriptor&, + Optional<std::string&>) const +{ + return true; +} + bool NeonLayerSupport::IsFloorSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported) const diff --git a/src/backends/neon/NeonLayerSupport.hpp b/src/backends/neon/NeonLayerSupport.hpp index 25817822fd..7217fc8971 100644 --- a/src/backends/neon/NeonLayerSupport.hpp +++ b/src/backends/neon/NeonLayerSupport.hpp @@ -112,6 +112,11 @@ public: const ElementwiseUnaryDescriptor& descriptor, Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; + bool IsFillSupported(const TensorInfo& input, + const TensorInfo& output, + const FillDescriptor& descriptor, + Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; + bool IsFloorSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; diff --git a/src/backends/neon/NeonWorkloadFactory.cpp b/src/backends/neon/NeonWorkloadFactory.cpp index 82934c3b25..34f8445f95 100644 --- a/src/backends/neon/NeonWorkloadFactory.cpp +++ b/src/backends/neon/NeonWorkloadFactory.cpp @@ -265,6 +265,12 @@ std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateEqual(const EqualQueueDesc return CreateComparison(comparisonDescriptor, info); } +std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFill(const FillQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::make_unique<NeonFillWorkload>(descriptor, info); +} + std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, const WorkloadInfo& info) const { diff --git a/src/backends/neon/NeonWorkloadFactory.hpp b/src/backends/neon/NeonWorkloadFactory.hpp index d551f22345..de49146f10 100644 --- a/src/backends/neon/NeonWorkloadFactory.hpp +++ b/src/backends/neon/NeonWorkloadFactory.hpp @@ -106,6 +106,9 @@ public: std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + std::unique_ptr<IWorkload> CreateFill(const FillQueueDescriptor& descriptor, + const WorkloadInfo& info) const override; + std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, const WorkloadInfo& info) const override; diff --git a/src/backends/neon/backend.mk b/src/backends/neon/backend.mk index 9e9c38cdec..72d1ab3a92 100644 --- a/src/backends/neon/backend.mk +++ b/src/backends/neon/backend.mk @@ -40,6 +40,7 @@ BACKEND_SOURCES := \ workloads/NeonDequantizeWorkload.cpp \ workloads/NeonDetectionPostProcessWorkload.cpp \ workloads/NeonExpWorkload.cpp \ + workloads/NeonFillWorkload.cpp \ workloads/NeonFloorFloatWorkload.cpp \ workloads/NeonFullyConnectedWorkload.cpp \ workloads/NeonGatherWorkload.cpp \ diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp index e56c5ddb2e..c4b5d18f08 100644 --- a/src/backends/neon/test/NeonLayerTests.cpp +++ b/src/backends/neon/test/NeonLayerTests.cpp @@ -1221,6 +1221,10 @@ ARMNN_AUTO_TEST_CASE(Exo3d, Exp3dTest<DataType::Float32>) ARMNN_AUTO_TEST_CASE(ExpZero, ExpZeroTest<DataType::Float32>) ARMNN_AUTO_TEST_CASE(ExpNegative, ExpNegativeTest<DataType::Float32>) +// Fill +ARMNN_AUTO_TEST_CASE(SimpleFill, SimpleFillTest<DataType::Float32>) +ARMNN_AUTO_TEST_CASE(SimpleFillF16, SimpleFillTest<DataType::Float16>) + #if defined(ARMNNREF_ENABLED) // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt index 685d75be12..e3b74f665f 100644 --- a/src/backends/neon/workloads/CMakeLists.txt +++ b/src/backends/neon/workloads/CMakeLists.txt @@ -42,6 +42,8 @@ list(APPEND armnnNeonBackendWorkloads_sources NeonDetectionPostProcessWorkload.hpp NeonExpWorkload.cpp NeonExpWorkload.hpp + NeonFillWorkload.cpp + NeonFillWorkload.hpp NeonFloorFloatWorkload.cpp NeonFloorFloatWorkload.hpp NeonFullyConnectedWorkload.cpp diff --git a/src/backends/neon/workloads/NeonFillWorkload.cpp b/src/backends/neon/workloads/NeonFillWorkload.cpp new file mode 100644 index 0000000000..5965d2000c --- /dev/null +++ b/src/backends/neon/workloads/NeonFillWorkload.cpp @@ -0,0 +1,38 @@ +// +// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NeonFillWorkload.hpp" + +#include <neon/NeonTensorHandle.hpp> +#include <aclCommon/ArmComputeTensorUtils.hpp> +#include <arm_compute/core/Types.h> +#include <arm_compute/runtime/NEON/functions/NEFill.h> + +#include "NeonWorkloadUtils.hpp" + +namespace armnn +{ +using namespace armcomputetensorutils; + +NeonFillWorkload::NeonFillWorkload(const FillQueueDescriptor& descriptor, const WorkloadInfo& info) + : BaseWorkload<FillQueueDescriptor>(descriptor, info) +{ + m_Data.ValidateInputsOutputs("NeonFillWorkload", 1, 1); + + arm_compute::ITensor& output = static_cast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); + arm_compute::PixelValue pixelValue = GetPixelValue(output, descriptor.m_Parameters.m_Value); + + auto layer = std::make_unique<arm_compute::NEFill>(); + layer->configure(&output, pixelValue); + m_Layer.reset(layer.release()); +} + +void NeonFillWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonFillWorkload_Execute"); + m_Layer->run(); +} + +} // namespace armnn diff --git a/src/backends/neon/workloads/NeonFillWorkload.hpp b/src/backends/neon/workloads/NeonFillWorkload.hpp new file mode 100644 index 0000000000..40e4aa68c4 --- /dev/null +++ b/src/backends/neon/workloads/NeonFillWorkload.hpp @@ -0,0 +1,25 @@ +// +// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/WorkloadData.hpp> +#include <backendsCommon/Workload.hpp> +#include <arm_compute/runtime/IFunction.h> +#include <arm_compute/core/Error.h> + +namespace armnn { + +class NeonFillWorkload : public BaseWorkload<FillQueueDescriptor> +{ +public: + NeonFillWorkload(const FillQueueDescriptor& descriptor, const WorkloadInfo& info); + void Execute() const override; + +private: + std::unique_ptr<arm_compute::IFunction> m_Layer; +}; + +} //namespace armnn diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp index 243f5a46ee..c1bc4cca29 100644 --- a/src/backends/neon/workloads/NeonWorkloads.hpp +++ b/src/backends/neon/workloads/NeonWorkloads.hpp @@ -24,6 +24,7 @@ #include "NeonDetectionPostProcessWorkload.hpp" #include "NeonDivisionWorkload.hpp" #include "NeonExpWorkload.hpp" +#include "NeonFillWorkload.hpp" #include "NeonFloorFloatWorkload.hpp" #include "NeonFullyConnectedWorkload.hpp" #include "NeonGatherWorkload.hpp" |