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, 141 insertions, 0 deletions

diff --git a/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp
new file mode 100644
index 0000000000..45a6786e39
--- /dev/null
+++ b/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp
@@ -0,0 +1,141 @@
+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerTestResult.hpp"
+
+#include <Half.hpp>
+
+#include <ResolveType.hpp>
+
+#include <armnn/Types.hpp>
+
+#include <armnn/backends/IBackendInternal.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+//
+// Convolution3d
+//
+
+LayerTestResult<float, 5> SimpleConvolution3d3x3x3Float32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int8_t , 5> SimpleConvolution3d3x3x3Int8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<u_int8_t, 5> SimpleConvolution3d3x3x3Uint8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int16_t, 5> SimpleConvolution3d3x3x3Int16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<float, 5> Convolution3d2x2x2Strides3x5x5Float32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int8_t , 5> Convolution3d2x2x2Strides3x5x5Int8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<u_int8_t, 5> Convolution3d2x2x2Strides3x5x5Uint8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int16_t, 5> Convolution3d2x2x2Strides3x5x5Int16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<float, 5> Convolution3d2x2x2Dilation2x2x2Float32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int8_t , 5> Convolution3d2x2x2Dilation2x2x2Int8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<u_int8_t, 5> Convolution3d2x2x2Dilation2x2x2Uint8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int16_t, 5> Convolution3d2x2x2Dilation2x2x2Int16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<float, 5> Convolution3dPaddingSame3x3x3Float32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int8_t , 5> Convolution3dPaddingSame3x3x3Int8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<u_int8_t, 5> Convolution3dPaddingSame3x3x3Uint8Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<int16_t, 5> Convolution3dPaddingSame3x3x3Int16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<float, 5> Convolution3dStrideDilationPadding3x3x3Float32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<float, 5> Convolution3d2x2x2Stride3x3x3SmallFloat32Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<armnn::Half, 5> Convolution3d2x3x3Float16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);
+
+LayerTestResult<armnn::Half, 5> Convolution3d2x2x2SmallFloat16Test(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+        const armnn::ITensorHandleFactory& tensorHandleFactory,
+        bool biasEnabled);