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author | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-09-08 13:05:51 +0100 |
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committer | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-10-01 15:27:01 +0100 |
commit | b63a31170aee1d28267d83a4bc67b57708fb6b05 (patch) | |
tree | 16cea0a872939be749b72f45ad125964439bc40e /src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp | |
parent | eb852bb9e45b1db42a26001ece11ec7cc1f2bbfe (diff) | |
download | armnn-b63a31170aee1d28267d83a4bc67b57708fb6b05.tar.gz |
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
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp')
-rw-r--r-- | src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.hpp | 141 |
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); |