IVGCVSW-6163 Add Conv3d FrontEnd and Ref Implementation

 * Added front-end
 * Added Reference workload
 * Added Serializer & Deserializer support
 * Added unit tests
 * Added NDHWC DataLayout

Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8

1 files changed, 38 insertions, 0 deletions

diff --git a/src/backends/reference/workloads/Conv3dImpl.hpp b/src/backends/reference/workloads/Conv3dImpl.hpp
new file mode 100644
index 0000000000..5cf2ed942d
--- /dev/null
+++ b/src/backends/reference/workloads/Conv3dImpl.hpp
@@ -0,0 +1,38 @@
+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "BaseIterator.hpp"
+#include "Decoders.hpp"
+#include "Encoders.hpp"
+
+#include <armnn/Tensor.hpp>
+
+#include <armnnUtils/DataLayoutIndexed.hpp>
+
+namespace armnn
+{
+
+void Convolve3d(const TensorShape& rInputShape,
+                Decoder<float>& rInputDecoder,
+                const TensorShape& rOutputShape,
+                Encoder<float>& rOutputEncoder,
+                const TensorShape& rFilterShape,
+                Decoder<float>& rFilterDecoder,
+                bool biasEnabled,
+                Decoder<float>* pBiasDecoder,
+                DataLayout dataLayout,
+                unsigned int paddingTop,
+                unsigned int paddingLeft,
+                unsigned int paddingFront,
+                unsigned int xStride,
+                unsigned int yStride,
+                unsigned int zStride,
+                unsigned int xDilation,
+                unsigned int yDilation,
+                unsigned int zDilation);
+
+} //namespace armnn