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authorMatteo Martincigh <matteo.martincigh@arm.com>2019-06-03 16:54:25 +0100
committerNarumol Prangnawarat <narumol.prangnawarat@arm.com>2019-06-04 15:13:51 +0000
commit3122bd574a3d29774c535ca2136de361da626e88 (patch)
treec2fcc19be67f5a35c30d042b80ba3157ef87bd21 /src/backends/reference/workloads/RefBatchNormalizationWorkload.hpp
parent550fe36f687e73c78b57ebfeee9f98fd35f40f24 (diff)
downloadarmnn-3122bd574a3d29774c535ca2136de361da626e88.tar.gz
IVGCVSW-3212 Refactor the Reference BatchNormalization workloads to
handle Float32 and QAsymm8 types * Removed the type-specific workload implementations * Added type-independent RefBatchNormalizationWorkload implementation * Reworked BachNormImpl to use decoders/encoders * Improved the validation of the BatchNorm queue descriptor * Fixed unit tests where necessary Change-Id: Icf3fa1332292d38ec2fa0b1cb984cab78426034b Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Diffstat (limited to 'src/backends/reference/workloads/RefBatchNormalizationWorkload.hpp')
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1 files changed, 28 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefBatchNormalizationWorkload.hpp b/src/backends/reference/workloads/RefBatchNormalizationWorkload.hpp
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+++ b/src/backends/reference/workloads/RefBatchNormalizationWorkload.hpp
@@ -0,0 +1,28 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+
+namespace armnn
+{
+
+class RefBatchNormalizationWorkload : public BaseWorkload<BatchNormalizationQueueDescriptor>
+{
+public:
+ explicit RefBatchNormalizationWorkload(const BatchNormalizationQueueDescriptor& descriptor,
+ const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ std::unique_ptr<ScopedCpuTensorHandle> m_Mean;
+ std::unique_ptr<ScopedCpuTensorHandle> m_Variance;
+ std::unique_ptr<ScopedCpuTensorHandle> m_Beta;
+ std::unique_ptr<ScopedCpuTensorHandle> m_Gamma;
+};
+
+} //namespace armnn