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authorFrancis Murtagh <francis.murtagh@arm.com>2019-05-27 12:14:10 +0100
committerFrancis Murtagh <francis.murtagh@arm.com>2019-05-27 12:14:10 +0100
commit43aec5886449c1b024b740fd6f4500e827bde221 (patch)
treec12a128dcc6895a0663a4e4dd27c4110e492c6dd /src/backends/reference/workloads/RefFullyConnectedWorkload.hpp
parent7f2c35a82ec11be50b3478bd15207320bbf3bd57 (diff)
downloadarmnn-43aec5886449c1b024b740fd6f4500e827bde221.tar.gz
IVGCVSW-3134 Refactor FullyConnected workloads into single workload
* Refactor FullyConnected workloads into single workload. * Refactor FullyConnected ref implementation to use Encoders and Decoders to support all DataTypes. * Deleted RefFullyConnectedFloat32Workload and RefFullyConnected2dUint8Workload. Change-Id: Iad30fb0287ab7491e1297997e7d61f1d00785541 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Diffstat (limited to 'src/backends/reference/workloads/RefFullyConnectedWorkload.hpp')
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1 files changed, 43 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefFullyConnectedWorkload.hpp b/src/backends/reference/workloads/RefFullyConnectedWorkload.hpp
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+++ b/src/backends/reference/workloads/RefFullyConnectedWorkload.hpp
@@ -0,0 +1,43 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include "BaseIterator.hpp"
+#include "Decoders.hpp"
+#include "Encoders.hpp"
+
+
+namespace armnn
+{
+
+class RefFullyConnectedWorkload : public BaseWorkload<FullyConnectedQueueDescriptor>
+{
+public:
+ explicit RefFullyConnectedWorkload(const FullyConnectedQueueDescriptor& descriptor,
+ const WorkloadInfo& info);
+
+ void PostAllocationConfigure() override;
+
+ virtual void Execute() const override;
+
+private:
+ std::unique_ptr<ScopedCpuTensorHandle> m_Weight;
+ std::unique_ptr<ScopedCpuTensorHandle> m_Bias;
+
+ std::unique_ptr<Decoder<float>> m_InputDecoder;
+ std::unique_ptr<Encoder<float>> m_OutputEncoder;
+ std::unique_ptr<Decoder<float>> m_WeightDecoder;
+ std::unique_ptr<Decoder<float>> m_BiasDecoder;
+
+ TensorShape m_InputShape;
+ TensorShape m_OutputShape;
+ TensorShape m_WeightShape;
+ unsigned int m_NumActivations;
+};
+
+} //namespace armnn