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authorJames Conroy <james.conroy@arm.com>2020-11-13 10:18:51 +0000
committerTeresa Charlin <teresa.charlinreyes@arm.com>2020-11-18 20:26:13 +0000
commit177df1e4483184e526f61a6bd1c00f9b33577571 (patch)
tree66c98f7bb80af2f7f86319c18c0ee0f4291cf1f0 /src/backends/neon/workloads
parent0c95f4cd319874ffa4aba3a378e0e3346f688fdc (diff)
downloadarmnn-177df1e4483184e526f61a6bd1c00f9b33577571.tar.gz
IVGCVSW-5093 Add NEON Logical workload
* Add NEON Logical workloads for NOT, AND and OR. * Enable Layer and IsSupported tests on NEON. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ibca59530457a664ca3d77751825642f8daf52fab
Diffstat (limited to 'src/backends/neon/workloads')
-rw-r--r--src/backends/neon/workloads/CMakeLists.txt10
-rw-r--r--src/backends/neon/workloads/NeonLogicalAndWorkload.cpp51
-rw-r--r--src/backends/neon/workloads/NeonLogicalAndWorkload.hpp30
-rw-r--r--src/backends/neon/workloads/NeonLogicalNotWorkload.cpp48
-rw-r--r--src/backends/neon/workloads/NeonLogicalNotWorkload.hpp28
-rw-r--r--src/backends/neon/workloads/NeonLogicalOrWorkload.cpp51
-rw-r--r--src/backends/neon/workloads/NeonLogicalOrWorkload.hpp30
-rw-r--r--src/backends/neon/workloads/NeonWorkloads.hpp3
8 files changed, 249 insertions, 2 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt
index ca9497e393..b03db99989 100644
--- a/src/backends/neon/workloads/CMakeLists.txt
+++ b/src/backends/neon/workloads/CMakeLists.txt
@@ -54,10 +54,16 @@ list(APPEND armnnNeonBackendWorkloads_sources
NeonInstanceNormalizationWorkload.hpp
NeonL2NormalizationFloatWorkload.cpp
NeonL2NormalizationFloatWorkload.hpp
- NeonLstmFloatWorkload.cpp
- NeonLstmFloatWorkload.hpp
+ NeonLogicalAndWorkload.cpp
+ NeonLogicalAndWorkload.hpp
+ NeonLogicalNotWorkload.cpp
+ NeonLogicalNotWorkload.hpp
+ NeonLogicalOrWorkload.cpp
+ NeonLogicalOrWorkload.hpp
NeonLogSoftmaxWorkload.cpp
NeonLogSoftmaxWorkload.hpp
+ NeonLstmFloatWorkload.cpp
+ NeonLstmFloatWorkload.hpp
NeonMaximumWorkload.cpp
NeonMaximumWorkload.hpp
NeonMeanWorkload.cpp
diff --git a/src/backends/neon/workloads/NeonLogicalAndWorkload.cpp b/src/backends/neon/workloads/NeonLogicalAndWorkload.cpp
new file mode 100644
index 0000000000..d85e05cfe8
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalAndWorkload.cpp
@@ -0,0 +1,51 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonLogicalAndWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorHandle.hpp>
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <armnn/utility/PolymorphicDowncast.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalAndWorkloadValidate(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo0 = BuildArmComputeTensorInfo(input0);
+ const arm_compute::TensorInfo aclInputInfo1 = BuildArmComputeTensorInfo(input1);
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+
+ const arm_compute::Status aclStatus = arm_compute::NELogicalAnd::validate(&aclInputInfo0,
+ &aclInputInfo1,
+ &aclOutputInfo);
+ return aclStatus;
+}
+
+NeonLogicalAndWorkload::NeonLogicalAndWorkload(const LogicalBinaryQueueDescriptor& descriptor,
+ const WorkloadInfo& info)
+ : BaseWorkload<LogicalBinaryQueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonLogicalAndWorkload", 2, 1);
+
+ arm_compute::ITensor& input0 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& input1 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
+ arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_LogicalAndLayer.configure(&input0, &input1, &output);
+}
+
+void NeonLogicalAndWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonLogicalAndWorkload_Execute");
+ m_LogicalAndLayer.run();
+}
+
+} // namespace armnn
diff --git a/src/backends/neon/workloads/NeonLogicalAndWorkload.hpp b/src/backends/neon/workloads/NeonLogicalAndWorkload.hpp
new file mode 100644
index 0000000000..1daadab9bb
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalAndWorkload.hpp
@@ -0,0 +1,30 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/runtime/NEON/functions/NELogical.h>
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalAndWorkloadValidate(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output);
+
+class NeonLogicalAndWorkload : public BaseWorkload<LogicalBinaryQueueDescriptor>
+{
+public:
+ NeonLogicalAndWorkload(const LogicalBinaryQueueDescriptor& descriptor, const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ mutable arm_compute::NELogicalAnd m_LogicalAndLayer;
+};
+
+} //namespace armnn
diff --git a/src/backends/neon/workloads/NeonLogicalNotWorkload.cpp b/src/backends/neon/workloads/NeonLogicalNotWorkload.cpp
new file mode 100644
index 0000000000..cff5eaf2ba
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalNotWorkload.cpp
@@ -0,0 +1,48 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonLogicalNotWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorHandle.hpp>
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <armnn/utility/PolymorphicDowncast.hpp>
+
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalNotWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+
+ const arm_compute::Status aclStatus = arm_compute::NELogicalNot::validate(&aclInputInfo,
+ &aclOutputInfo);
+ return aclStatus;
+}
+
+NeonLogicalNotWorkload::NeonLogicalNotWorkload(const ElementwiseUnaryQueueDescriptor& descriptor,
+ const WorkloadInfo& info)
+ : BaseWorkload<ElementwiseUnaryQueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonLogicalNotWorkload", 1, 1);
+
+ arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_LogicalNotLayer.configure(&input, &output);
+}
+
+void NeonLogicalNotWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonLogicalNotWorkload_Execute");
+ m_LogicalNotLayer.run();
+}
+
+} // namespace armnn
diff --git a/src/backends/neon/workloads/NeonLogicalNotWorkload.hpp b/src/backends/neon/workloads/NeonLogicalNotWorkload.hpp
new file mode 100644
index 0000000000..31420f7e9b
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalNotWorkload.hpp
@@ -0,0 +1,28 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/runtime/NEON/functions/NELogical.h>
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalNotWorkloadValidate(const TensorInfo& input, const TensorInfo& output);
+
+class NeonLogicalNotWorkload : public BaseWorkload<ElementwiseUnaryQueueDescriptor>
+{
+public:
+ NeonLogicalNotWorkload(const ElementwiseUnaryQueueDescriptor& descriptor, const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ mutable arm_compute::NELogicalNot m_LogicalNotLayer;
+};
+
+} //namespace armnn
diff --git a/src/backends/neon/workloads/NeonLogicalOrWorkload.cpp b/src/backends/neon/workloads/NeonLogicalOrWorkload.cpp
new file mode 100644
index 0000000000..c3f21e149d
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalOrWorkload.cpp
@@ -0,0 +1,51 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonLogicalOrWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorHandle.hpp>
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <armnn/utility/PolymorphicDowncast.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalOrWorkloadValidate(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo0 = BuildArmComputeTensorInfo(input0);
+ const arm_compute::TensorInfo aclInputInfo1 = BuildArmComputeTensorInfo(input1);
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+
+ const arm_compute::Status aclStatus = arm_compute::NELogicalOr::validate(&aclInputInfo0,
+ &aclInputInfo1,
+ &aclOutputInfo);
+ return aclStatus;
+}
+
+NeonLogicalOrWorkload::NeonLogicalOrWorkload(const LogicalBinaryQueueDescriptor& descriptor,
+ const WorkloadInfo& info)
+ : BaseWorkload<LogicalBinaryQueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonLogicalOrWorkload", 2, 1);
+
+ arm_compute::ITensor& input0 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& input1 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
+ arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_LogicalOrLayer.configure(&input0, &input1, &output);
+}
+
+void NeonLogicalOrWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonLogicalOrWorkload_Execute");
+ m_LogicalOrLayer.run();
+}
+
+} // namespace armnn
diff --git a/src/backends/neon/workloads/NeonLogicalOrWorkload.hpp b/src/backends/neon/workloads/NeonLogicalOrWorkload.hpp
new file mode 100644
index 0000000000..3b4ddb2d86
--- /dev/null
+++ b/src/backends/neon/workloads/NeonLogicalOrWorkload.hpp
@@ -0,0 +1,30 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/runtime/NEON/functions/NELogical.h>
+
+namespace armnn
+{
+
+arm_compute::Status NeonLogicalOrWorkloadValidate(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output);
+
+class NeonLogicalOrWorkload : public BaseWorkload<LogicalBinaryQueueDescriptor>
+{
+public:
+ NeonLogicalOrWorkload(const LogicalBinaryQueueDescriptor& descriptor, const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ mutable arm_compute::NELogicalOr m_LogicalOrLayer;
+};
+
+} //namespace armnn
diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp
index 590b6f7a29..1a17b9aea9 100644
--- a/src/backends/neon/workloads/NeonWorkloads.hpp
+++ b/src/backends/neon/workloads/NeonWorkloads.hpp
@@ -30,6 +30,9 @@
#include "NeonGatherWorkload.hpp"
#include "NeonInstanceNormalizationWorkload.hpp"
#include "NeonL2NormalizationFloatWorkload.hpp"
+#include "NeonLogicalAndWorkload.hpp"
+#include "NeonLogicalNotWorkload.hpp"
+#include "NeonLogicalOrWorkload.hpp"
#include "NeonLogSoftmaxWorkload.hpp"
#include "NeonLstmFloatWorkload.hpp"
#include "NeonMaximumWorkload.hpp"