Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 8 | #include <armnnTestUtils/LayerTestResult.hpp> |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 9 | |
| 10 | #include <Half.hpp> |
| 11 | |
| 12 | #include <ResolveType.hpp> |
| 13 | |
| 14 | #include <armnn/Types.hpp> |
| 15 | |
| 16 | #include <armnn/backends/IBackendInternal.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 17 | #include <armnn/backends/WorkloadFactory.hpp> |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 18 | |
| 19 | // |
| 20 | // Convolution3d |
| 21 | // |
| 22 | |
| 23 | LayerTestResult<float, 5> SimpleConvolution3d3x3x3Float32Test( |
| 24 | armnn::IWorkloadFactory& workloadFactory, |
| 25 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 26 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 27 | bool biasEnabled, |
| 28 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 29 | |
| 30 | LayerTestResult<int8_t , 5> SimpleConvolution3d3x3x3Int8Test( |
| 31 | armnn::IWorkloadFactory& workloadFactory, |
| 32 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 33 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 34 | bool biasEnabled, |
| 35 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 36 | |
Rob Hughes | eb70c91 | 2021-10-07 08:53:58 +0100 | [diff] [blame] | 37 | LayerTestResult<uint8_t, 5> SimpleConvolution3d3x3x3Uint8Test( |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 38 | armnn::IWorkloadFactory& workloadFactory, |
| 39 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 40 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 41 | bool biasEnabled, |
| 42 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 43 | |
| 44 | LayerTestResult<int16_t, 5> SimpleConvolution3d3x3x3Int16Test( |
| 45 | armnn::IWorkloadFactory& workloadFactory, |
| 46 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 47 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 48 | bool biasEnabled, |
| 49 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 50 | |
| 51 | LayerTestResult<float, 5> Convolution3d2x2x2Strides3x5x5Float32Test( |
| 52 | armnn::IWorkloadFactory& workloadFactory, |
| 53 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 54 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 55 | bool biasEnabled, |
| 56 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 57 | |
| 58 | LayerTestResult<int8_t , 5> Convolution3d2x2x2Strides3x5x5Int8Test( |
| 59 | armnn::IWorkloadFactory& workloadFactory, |
| 60 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 61 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 62 | bool biasEnabled, |
| 63 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 64 | |
Rob Hughes | eb70c91 | 2021-10-07 08:53:58 +0100 | [diff] [blame] | 65 | LayerTestResult<uint8_t, 5> Convolution3d2x2x2Strides3x5x5Uint8Test( |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 66 | armnn::IWorkloadFactory& workloadFactory, |
| 67 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 68 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 69 | bool biasEnabled, |
| 70 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 71 | |
| 72 | LayerTestResult<int16_t, 5> Convolution3d2x2x2Strides3x5x5Int16Test( |
| 73 | armnn::IWorkloadFactory& workloadFactory, |
| 74 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 75 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 76 | bool biasEnabled, |
| 77 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 78 | |
| 79 | LayerTestResult<float, 5> Convolution3d2x2x2Dilation2x2x2Float32Test( |
| 80 | armnn::IWorkloadFactory& workloadFactory, |
| 81 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 82 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 83 | bool biasEnabled, |
| 84 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 85 | |
| 86 | LayerTestResult<int8_t , 5> Convolution3d2x2x2Dilation2x2x2Int8Test( |
| 87 | armnn::IWorkloadFactory& workloadFactory, |
| 88 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 89 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 90 | bool biasEnabled, |
| 91 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 92 | |
Rob Hughes | eb70c91 | 2021-10-07 08:53:58 +0100 | [diff] [blame] | 93 | LayerTestResult<uint8_t, 5> Convolution3d2x2x2Dilation2x2x2Uint8Test( |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 94 | armnn::IWorkloadFactory& workloadFactory, |
| 95 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 96 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 97 | bool biasEnabled, |
| 98 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 99 | |
| 100 | LayerTestResult<int16_t, 5> Convolution3d2x2x2Dilation2x2x2Int16Test( |
| 101 | armnn::IWorkloadFactory& workloadFactory, |
| 102 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 103 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 104 | bool biasEnabled, |
| 105 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 106 | |
| 107 | LayerTestResult<float, 5> Convolution3dPaddingSame3x3x3Float32Test( |
| 108 | armnn::IWorkloadFactory& workloadFactory, |
| 109 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 110 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 111 | bool biasEnabled, |
| 112 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 113 | |
| 114 | LayerTestResult<int8_t , 5> Convolution3dPaddingSame3x3x3Int8Test( |
| 115 | armnn::IWorkloadFactory& workloadFactory, |
| 116 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 117 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 118 | bool biasEnabled, |
| 119 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 120 | |
Rob Hughes | eb70c91 | 2021-10-07 08:53:58 +0100 | [diff] [blame] | 121 | LayerTestResult<uint8_t, 5> Convolution3dPaddingSame3x3x3Uint8Test( |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 122 | armnn::IWorkloadFactory& workloadFactory, |
| 123 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 124 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 125 | bool biasEnabled, |
| 126 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 127 | |
| 128 | LayerTestResult<int16_t, 5> Convolution3dPaddingSame3x3x3Int16Test( |
| 129 | armnn::IWorkloadFactory& workloadFactory, |
| 130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 131 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 132 | bool biasEnabled, |
| 133 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 134 | |
| 135 | LayerTestResult<float, 5> Convolution3dStrideDilationPadding3x3x3Float32Test( |
| 136 | armnn::IWorkloadFactory& workloadFactory, |
| 137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 138 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 139 | bool biasEnabled, |
| 140 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 141 | |
| 142 | LayerTestResult<float, 5> Convolution3d2x2x2Stride3x3x3SmallFloat32Test( |
| 143 | armnn::IWorkloadFactory& workloadFactory, |
| 144 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 145 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 146 | bool biasEnabled, |
| 147 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 148 | |
| 149 | LayerTestResult<armnn::Half, 5> Convolution3d2x3x3Float16Test( |
| 150 | armnn::IWorkloadFactory& workloadFactory, |
| 151 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 152 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 153 | bool biasEnabled, |
| 154 | armnn::DataLayout dataLayout); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 155 | |
| 156 | LayerTestResult<armnn::Half, 5> Convolution3d2x2x2SmallFloat16Test( |
| 157 | armnn::IWorkloadFactory& workloadFactory, |
| 158 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 159 | const armnn::ITensorHandleFactory& tensorHandleFactory, |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 160 | bool biasEnabled, |
| 161 | armnn::DataLayout dataLayout); |