Matthew Sloyan | c8eb955 | 2020-11-26 10:54:22 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ElementwiseUnaryTestHelper.hpp" |
| 7 | #include "LogicalTestHelper.hpp" |
| 8 | |
| 9 | #include <armnn_delegate.hpp> |
| 10 | |
| 11 | #include <flatbuffers/flatbuffers.h> |
| 12 | #include <tensorflow/lite/schema/schema_generated.h> |
| 13 | |
| 14 | #include <doctest/doctest.h> |
| 15 | |
| 16 | namespace armnnDelegate |
| 17 | { |
| 18 | |
| 19 | void LogicalBinaryAndBoolTest(std::vector<armnn::BackendId>& backends) |
| 20 | { |
| 21 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 22 | std::vector<int32_t> input1Shape { 1, 2, 2 }; |
| 23 | std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; |
| 24 | |
| 25 | // Set input and output values |
| 26 | std::vector<bool> input0Values { 0, 0, 1, 1 }; |
| 27 | std::vector<bool> input1Values { 0, 1, 0, 1 }; |
| 28 | std::vector<bool> expectedOutputValues { 0, 0, 0, 1 }; |
| 29 | |
| 30 | LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_AND, |
| 31 | ::tflite::TensorType_BOOL, |
| 32 | backends, |
| 33 | input0Shape, |
| 34 | input1Shape, |
| 35 | expectedOutputShape, |
| 36 | input0Values, |
| 37 | input1Values, |
| 38 | expectedOutputValues); |
| 39 | } |
| 40 | |
| 41 | void LogicalBinaryAndBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 42 | { |
| 43 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 44 | std::vector<int32_t> input1Shape { 1, 1, 1 }; |
| 45 | std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; |
| 46 | |
| 47 | std::vector<bool> input0Values { 0, 1, 0, 1 }; |
| 48 | std::vector<bool> input1Values { 1 }; |
| 49 | std::vector<bool> expectedOutputValues { 0, 1, 0, 1 }; |
| 50 | |
| 51 | LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_AND, |
| 52 | ::tflite::TensorType_BOOL, |
| 53 | backends, |
| 54 | input0Shape, |
| 55 | input1Shape, |
| 56 | expectedOutputShape, |
| 57 | input0Values, |
| 58 | input1Values, |
| 59 | expectedOutputValues); |
| 60 | } |
| 61 | |
| 62 | void LogicalBinaryOrBoolTest(std::vector<armnn::BackendId>& backends) |
| 63 | { |
| 64 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 65 | std::vector<int32_t> input1Shape { 1, 2, 2 }; |
| 66 | std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; |
| 67 | |
| 68 | std::vector<bool> input0Values { 0, 0, 1, 1 }; |
| 69 | std::vector<bool> input1Values { 0, 1, 0, 1 }; |
| 70 | std::vector<bool> expectedOutputValues { 0, 1, 1, 1 }; |
| 71 | |
| 72 | LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_OR, |
| 73 | ::tflite::TensorType_BOOL, |
| 74 | backends, |
| 75 | input0Shape, |
| 76 | input1Shape, |
| 77 | expectedOutputShape, |
| 78 | input0Values, |
| 79 | input1Values, |
| 80 | expectedOutputValues); |
| 81 | } |
| 82 | |
| 83 | void LogicalBinaryOrBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 84 | { |
| 85 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 86 | std::vector<int32_t> input1Shape { 1, 1, 1 }; |
| 87 | std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; |
| 88 | |
| 89 | std::vector<bool> input0Values { 0, 1, 0, 1 }; |
| 90 | std::vector<bool> input1Values { 1 }; |
| 91 | std::vector<bool> expectedOutputValues { 1, 1, 1, 1 }; |
| 92 | |
| 93 | LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_OR, |
| 94 | ::tflite::TensorType_BOOL, |
| 95 | backends, |
| 96 | input0Shape, |
| 97 | input1Shape, |
| 98 | expectedOutputShape, |
| 99 | input0Values, |
| 100 | input1Values, |
| 101 | expectedOutputValues); |
| 102 | } |
| 103 | |
| 104 | // LogicalNot operator uses ElementwiseUnary unary layer and descriptor but is still classed as logical operator. |
| 105 | void LogicalNotBoolTest(std::vector<armnn::BackendId>& backends) |
| 106 | { |
| 107 | std::vector<int32_t> inputShape { 1, 2, 2 }; |
| 108 | |
| 109 | std::vector<bool> inputValues { 0, 1, 0, 1 }; |
| 110 | std::vector<bool> expectedOutputValues { 1, 0, 1, 0 }; |
| 111 | |
| 112 | ElementwiseUnaryBoolTest(tflite::BuiltinOperator_LOGICAL_NOT, |
| 113 | backends, |
| 114 | inputShape, |
| 115 | inputValues, |
| 116 | expectedOutputValues); |
| 117 | } |
| 118 | |
| 119 | TEST_SUITE("LogicalBinaryTests_GpuAccTests") |
| 120 | { |
| 121 | |
| 122 | TEST_CASE ("LogicalBinary_AND_Bool_GpuAcc_Test") |
| 123 | { |
| 124 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 125 | LogicalBinaryAndBoolTest(backends); |
| 126 | } |
| 127 | |
| 128 | TEST_CASE ("LogicalBinary_AND_Broadcast_GpuAcc_Test") |
| 129 | { |
| 130 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 131 | LogicalBinaryAndBroadcastTest(backends); |
| 132 | } |
| 133 | |
| 134 | TEST_CASE ("Logical_NOT_Bool_GpuAcc_Test") |
| 135 | { |
| 136 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 137 | LogicalNotBoolTest(backends); |
| 138 | } |
| 139 | |
| 140 | TEST_CASE ("LogicalBinary_OR_Bool_GpuAcc_Test") |
| 141 | { |
| 142 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 143 | LogicalBinaryOrBoolTest(backends); |
| 144 | } |
| 145 | |
| 146 | TEST_CASE ("LogicalBinary_OR_Broadcast_GpuAcc_Test") |
| 147 | { |
| 148 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 149 | LogicalBinaryOrBroadcastTest(backends); |
| 150 | } |
| 151 | |
| 152 | } |
| 153 | |
| 154 | |
| 155 | TEST_SUITE("LogicalBinaryTests_CpuAccTests") |
| 156 | { |
| 157 | |
| 158 | TEST_CASE ("LogicalBinary_AND_Bool_CpuAcc_Test") |
| 159 | { |
| 160 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 161 | LogicalBinaryAndBoolTest(backends); |
| 162 | } |
| 163 | |
| 164 | TEST_CASE ("LogicalBinary_AND_Broadcast_CpuAcc_Test") |
| 165 | { |
| 166 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 167 | LogicalBinaryAndBroadcastTest(backends); |
| 168 | } |
| 169 | |
| 170 | TEST_CASE ("Logical_NOT_Bool_CpuAcc_Test") |
| 171 | { |
| 172 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 173 | LogicalNotBoolTest(backends); |
| 174 | } |
| 175 | |
| 176 | TEST_CASE ("LogicalBinary_OR_Bool_CpuAcc_Test") |
| 177 | { |
| 178 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 179 | LogicalBinaryOrBoolTest(backends); |
| 180 | } |
| 181 | |
| 182 | TEST_CASE ("LogicalBinary_OR_Broadcast_CpuAcc_Test") |
| 183 | { |
| 184 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 185 | LogicalBinaryOrBroadcastTest(backends); |
| 186 | } |
| 187 | |
| 188 | } |
| 189 | |
| 190 | |
| 191 | TEST_SUITE("LogicalBinaryTests_CpuRefTests") |
| 192 | { |
| 193 | |
| 194 | TEST_CASE ("LogicalBinary_AND_Bool_CpuRef_Test") |
| 195 | { |
| 196 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 197 | LogicalBinaryAndBoolTest(backends); |
| 198 | } |
| 199 | |
| 200 | TEST_CASE ("LogicalBinary_AND_Broadcast_CpuRef_Test") |
| 201 | { |
| 202 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 203 | LogicalBinaryAndBroadcastTest(backends); |
| 204 | } |
| 205 | |
| 206 | TEST_CASE ("Logical_NOT_Bool_CpuRef_Test") |
| 207 | { |
| 208 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 209 | LogicalNotBoolTest(backends); |
| 210 | } |
| 211 | |
| 212 | TEST_CASE ("LogicalBinary_OR_Bool_CpuRef_Test") |
| 213 | { |
| 214 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 215 | LogicalBinaryOrBoolTest(backends); |
| 216 | } |
| 217 | |
| 218 | TEST_CASE ("LogicalBinary_OR_Broadcast_CpuRef_Test") |
| 219 | { |
| 220 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 221 | LogicalBinaryOrBroadcastTest(backends); |
| 222 | } |
| 223 | |
| 224 | } |
| 225 | |
| 226 | } // namespace armnnDelegate |