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Diffstat (limited to 'src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp')
-rw-r--r--src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp45
1 files changed, 45 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp b/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp
new file mode 100644
index 0000000000..881e9bf6b0
--- /dev/null
+++ b/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp
@@ -0,0 +1,45 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "RefConvolution2dUint8Workload.hpp"
+
+#include "ConvImpl.hpp"
+#include "RefWorkloadUtils.hpp"
+
+#include "Profiling.hpp"
+
+namespace armnn
+{
+RefConvolution2dUint8Workload::RefConvolution2dUint8Workload(
+ const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info)
+ : Uint8Workload<Convolution2dQueueDescriptor>(descriptor, info),
+ m_Weight(std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Weight))),
+ m_Bias(descriptor.m_Parameters.m_BiasEnabled
+ ? std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Bias)) : nullptr) {}
+
+void RefConvolution2dUint8Workload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefConvolution2dUint8Workload_Execute");
+
+ const uint8_t* inputData = GetInputTensorDataU8(0, m_Data);
+ const TensorInfo& inputInfo = GetTensorInfo(m_Data.m_Inputs[0]);
+ const uint8_t* weightsData = m_Weight->template GetConstTensor<uint8_t>();
+ const TensorInfo& weightsInfo = GetTensorInfo(m_Weight.get());
+ const int32_t* biasData = m_Data.m_Parameters.m_BiasEnabled ?
+ m_Bias->template GetConstTensor<int32_t>() :
+ nullptr;
+ uint8_t* outputData = GetOutputTensorDataU8(0, m_Data);
+ const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]);
+ const TensorInfo& filterInfo = m_Weight->GetTensorInfo();
+
+ ConvImpl<armnn::Convolution2dQueueDescriptor, uint8_t, int32_t, int32_t>(
+ m_Data,
+ inputData, inputInfo.GetQuantizationScale(), inputInfo.GetQuantizationOffset(),
+ weightsData, weightsInfo.GetQuantizationScale(), weightsInfo.GetQuantizationOffset(),
+ biasData,
+ outputData, outputInfo.GetQuantizationScale(), outputInfo.GetQuantizationOffset(), filterInfo);
+}
+
+} //namespace armnn