IVGCVSW-4375 Add support for Transpose

 * Added TransposeLayer
 * Added CL, Neon and Ref Workloads
 * Added Transpose utilities
 * Added Serializer and Deserializer support
 * Added Quantizer support

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7

1 files changed, 39 insertions, 0 deletions

diff --git a/src/backends/neon/workloads/NeonTransposeWorkload.hpp b/src/backends/neon/workloads/NeonTransposeWorkload.hpp
new file mode 100644
index 0000000000..aab7b705e3
--- /dev/null
+++ b/src/backends/neon/workloads/NeonTransposeWorkload.hpp
@@ -0,0 +1,39 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <neon/workloads/NeonWorkloadUtils.hpp>
+
+#include <armnn/TypesUtils.hpp>
+#include <arm_compute/runtime/NEON/functions/NEPermute.h>
+
+#include <string>
+
+namespace armnn
+{
+arm_compute::Status NeonTransposeWorkloadValidate(const TensorInfo& input, const TensorInfo& output,
+                                                  const TransposeDescriptor& descriptor);
+
+class NeonTransposeWorkload : public BaseWorkload<TransposeQueueDescriptor>
+{
+public:
+    static const std::string& GetName()
+    {
+        static const std::string name = std::string("NeonTransposeWorkload");
+        return name;
+    }
+
+    NeonTransposeWorkload(const TransposeQueueDescriptor& descriptor, const WorkloadInfo& info);
+    void Execute() const override;
+
+private:
+    using BaseWorkload<TransposeQueueDescriptor>::m_Data;
+    mutable arm_compute::NEPermute m_PermuteFunction;
+};
+
+} // namespace armnn