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authorNattapat Chaimanowong <nattapat.chaimanowong@arm.com>2018-10-12 11:21:49 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-10-22 16:57:53 +0100
commitd4b70599c1d5f9f4b6b4c757eb46943157874910 (patch)
treee98dc0abb864426c7d4f54b1c06a506eea897c52 /src/backends/neon/workloads/NeonActivationWorkload.cpp
parenta76698c34941ad5cf67fe114be05b038a31d98a7 (diff)
downloadarmnn-d4b70599c1d5f9f4b6b4c757eb46943157874910.tar.gz
IVGCVSW-1951 Remove type templating from NeonActivationWorkload
Change-Id: I564a743b4d90ae5364c5958eed3fbfba97782b80
Diffstat (limited to 'src/backends/neon/workloads/NeonActivationWorkload.cpp')
-rw-r--r--src/backends/neon/workloads/NeonActivationWorkload.cpp55
1 files changed, 55 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonActivationWorkload.cpp b/src/backends/neon/workloads/NeonActivationWorkload.cpp
new file mode 100644
index 0000000000..c1c240f65f
--- /dev/null
+++ b/src/backends/neon/workloads/NeonActivationWorkload.cpp
@@ -0,0 +1,55 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonActivationWorkload.hpp"
+#include <backends/aclCommon/ArmComputeUtils.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status NeonActivationWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const ActivationDescriptor& descriptor)
+{
+ const arm_compute::TensorInfo aclInput = armcomputetensorutils::BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output);
+
+ const arm_compute::ActivationLayerInfo activationLayerInfo =
+ ConvertActivationDescriptorToAclActivationLayerInfo(descriptor);
+
+ if (input.GetDataType() == DataType::QuantisedAsymm8 &&
+ activationLayerInfo.activation() == arm_compute::ActivationLayerInfo::ActivationFunction::LOGISTIC)
+ {
+ return arm_compute::Status{arm_compute::ErrorCode::RUNTIME_ERROR,
+ "Neon: Logistic Activations unsupported with QAsymm8 data type."};
+ }
+
+ return arm_compute::NEActivationLayer::validate(&aclInput,
+ &aclOutput,
+ activationLayerInfo);
+}
+
+NeonActivationWorkload::NeonActivationWorkload(const ActivationQueueDescriptor& descriptor,
+ const WorkloadInfo& info)
+ : BaseWorkload<ActivationQueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonActivationWorkload", 1, 1);
+
+ const arm_compute::ActivationLayerInfo activationLayerInfo =
+ ConvertActivationDescriptorToAclActivationLayerInfo(m_Data.m_Parameters);
+
+ arm_compute::ITensor& input = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& output = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_ActivationLayer.configure(&input, &output, activationLayerInfo);
+}
+
+void NeonActivationWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonActivationWorkload_Execute");
+ m_ActivationLayer.run();
+}
+
+} //namespace armnn