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-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
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+++ 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