aboutsummaryrefslogtreecommitdiff
path: root/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp
diff options
context:
space:
mode:
authorMatthew Bentham <matthew.bentham@arm.com>2018-12-12 16:15:59 +0000
committerMatthew Bentham <matthew.bentham@arm.com>2018-12-31 15:56:48 +0000
commitc48ac8c8cea1748ebfef15144f070799d4a129c3 (patch)
tree62eead8b1d684fa7edbd3e2a1a70e4ed871a1f30 /src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp
parentfbdad03c927aa5d30deec6fa1a61eef10f8c265f (diff)
downloadarmnn-c48ac8c8cea1748ebfef15144f070799d4a129c3.tar.gz
MLCE-80 Remove strong typing from NeonBatchNormalization
Technical debt work towards adding some new Neon workloads Change-Id: I08ab6dd14d0e89d4ebc8a878fb69caa5681012bf
Diffstat (limited to 'src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp')
-rw-r--r--src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp40
1 files changed, 40 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp b/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp
new file mode 100644
index 0000000000..52e4db7c90
--- /dev/null
+++ b/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp
@@ -0,0 +1,40 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <neon/workloads/NeonWorkloadUtils.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status NeonBatchNormalizationValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const TensorInfo& mean,
+ const TensorInfo& var,
+ const TensorInfo& beta,
+ const TensorInfo& gamma,
+ const BatchNormalizationDescriptor& descriptor);
+
+class NeonBatchNormalizationWorkload : public BaseWorkload<BatchNormalizationQueueDescriptor>
+{
+public:
+ NeonBatchNormalizationWorkload(const BatchNormalizationQueueDescriptor& descriptor,
+ const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ mutable arm_compute::NEBatchNormalizationLayer m_Layer;
+
+ std::unique_ptr<arm_compute::Tensor> m_Mean;
+ std::unique_ptr<arm_compute::Tensor> m_Variance;
+ std::unique_ptr<arm_compute::Tensor> m_Gamma;
+ std::unique_ptr<arm_compute::Tensor> m_Beta;
+
+ void FreeUnusedTensors();
+};
+
+} //namespace armnn
+