John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 1 | /* |
Matthew Bentham | 945b8da | 2023-07-12 11:54:59 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021, 2023 Arm Limited. |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef ARM_COMPUTE_TEST_PIXEL_WISE_MULTIPLICATION_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_PIXEL_WISE_MULTIPLICATION_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "tests/AssetsLibrary.h" |
| 30 | #include "tests/Globals.h" |
| 31 | #include "tests/IAccessor.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Fixture.h" |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 34 | #include "tests/validation/reference/ActivationLayer.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 35 | #include "tests/validation/reference/PixelWiseMultiplication.h" |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 43 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2, typename T3 = T2> |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 44 | class PixelWiseMultiplicationGenericValidationFixture : public framework::Fixture |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 45 | { |
| 46 | public: |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 47 | void setup(const TensorShape &shape0, |
| 48 | const TensorShape &shape1, |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 49 | DataType dt_in1, |
| 50 | DataType dt_in2, |
| 51 | DataType dt_out, |
| 52 | float scale, |
| 53 | ConvertPolicy convert_policy, |
| 54 | RoundingPolicy rounding_policy, |
| 55 | QuantizationInfo qinfo0, |
| 56 | QuantizationInfo qinfo1, |
| 57 | QuantizationInfo qinfo_out, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 58 | ActivationLayerInfo act_info, |
| 59 | bool is_inplace) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 60 | { |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 61 | _is_inplace = is_inplace; |
| 62 | _target = compute_target(shape0, shape1, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, qinfo0, qinfo1, qinfo_out, act_info); |
| 63 | _reference = compute_reference(shape0, shape1, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, qinfo0, qinfo1, qinfo_out, act_info); |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 64 | } |
| 65 | |
| 66 | protected: |
| 67 | template <typename U> |
| 68 | void fill(U &&tensor, unsigned int seed_offset) |
| 69 | { |
| 70 | library->fill_tensor_uniform(tensor, seed_offset); |
| 71 | } |
| 72 | |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 73 | TensorType compute_target(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, DataType dt_out, |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 74 | float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 75 | QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 76 | { |
| 77 | // Create tensors |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 78 | const TensorShape out_shape = TensorShape::broadcast_shape(shape0, shape1); |
| 79 | TensorType src1 = create_tensor<TensorType>(shape0, dt_in1, 1, qinfo0); |
| 80 | TensorType src2 = create_tensor<TensorType>(shape1, dt_in2, 1, qinfo1); |
| 81 | TensorType dst = create_tensor<TensorType>(out_shape, dt_out, 1, qinfo_out); |
| 82 | |
| 83 | // Check whether do in-place computation and whether inputs are broadcast compatible |
| 84 | TensorType *actual_dst = &dst; |
| 85 | if(_is_inplace) |
| 86 | { |
| 87 | bool src1_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out) && (dt_in1 == dt_out); |
| 88 | bool src2_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out) && (dt_in2 == dt_out); |
| 89 | bool do_in_place = out_shape.total_size() != 0 && (src1_is_inplace || src2_is_inplace); |
| 90 | ARM_COMPUTE_ASSERT(do_in_place); |
| 91 | |
| 92 | if(src1_is_inplace) |
| 93 | { |
| 94 | actual_dst = &src1; |
| 95 | } |
| 96 | else |
| 97 | { |
| 98 | actual_dst = &src2; |
| 99 | } |
| 100 | } |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 101 | |
Manuel Bottini | 36b8f05 | 2020-06-23 12:22:15 +0100 | [diff] [blame] | 102 | auto allocate_tensor = [](TensorType & t) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 103 | { |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 104 | ARM_COMPUTE_ASSERT(t.info()->is_resizable()); |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 105 | t.allocator()->allocate(); |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 106 | ARM_COMPUTE_ASSERT(!t.info()->is_resizable()); |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 107 | }; |
| 108 | |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 109 | // Create and configure function |
| 110 | FunctionType multiply; |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 111 | multiply.configure(&src1, &src2, actual_dst, scale, convert_policy, rounding_policy, act_info); |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 112 | |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 113 | allocate_tensor(src1); |
| 114 | allocate_tensor(src2); |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 115 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 116 | // If don't do in-place computation, still need to allocate original dst |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 117 | if(!_is_inplace) |
| 118 | { |
| 119 | allocate_tensor(dst); |
| 120 | } |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 121 | |
| 122 | // Fill tensors |
| 123 | fill(AccessorType(src1), 0); |
| 124 | fill(AccessorType(src2), 1); |
| 125 | |
| 126 | // Compute function |
| 127 | multiply.run(); |
| 128 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 129 | return std::move(*actual_dst); |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 130 | } |
| 131 | |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 132 | SimpleTensor<T3> compute_reference(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, DataType dt_out, |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 133 | float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 134 | QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 135 | { |
| 136 | // Create reference |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 137 | SimpleTensor<T1> src1{ shape0, dt_in1, 1, qinfo0 }; |
| 138 | SimpleTensor<T2> src2{ shape1, dt_in2, 1, qinfo1 }; |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 139 | |
| 140 | // Fill reference |
| 141 | fill(src1, 0); |
| 142 | fill(src2, 1); |
| 143 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 144 | auto result = reference::pixel_wise_multiplication<T1, T2, T3>(src1, src2, scale, convert_policy, rounding_policy, dt_out, qinfo_out); |
| 145 | return act_info.enabled() ? reference::activation_layer(result, act_info, qinfo_out) : result; |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 146 | } |
| 147 | |
| 148 | TensorType _target{}; |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 149 | SimpleTensor<T3> _reference{}; |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 150 | bool _is_inplace{ false }; |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 151 | }; |
| 152 | |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 153 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2, typename T3 = T2> |
| 154 | class PixelWiseMultiplicationValidationFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3> |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 155 | { |
| 156 | public: |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 157 | void setup(const TensorShape &shape, DataType dt_in1, DataType dt_in2, DataType dt_out, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, bool is_inplace) |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 158 | { |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 159 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3>::setup(shape, shape, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, |
| 160 | QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace); |
Michele Di Giorgio | 6259e5f | 2018-01-17 17:29:33 +0000 | [diff] [blame] | 161 | } |
| 162 | }; |
| 163 | |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 164 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2, typename T3 = T2> |
| 165 | class PixelWiseMultiplicationBroadcastValidationFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3> |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 166 | { |
| 167 | public: |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 168 | void setup(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, DataType dt_out, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
| 169 | bool is_inplace) |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 170 | { |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 171 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3>::setup(shape0, shape1, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, |
| 172 | QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace); |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 173 | } |
| 174 | }; |
| 175 | |
| 176 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> |
| 177 | class PixelWiseMultiplicationValidationFloatFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> |
| 178 | { |
| 179 | public: |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 180 | void setup(const TensorShape &shape, DataType dt_in1, DataType dt_in2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, ActivationLayerInfo act_info, bool is_inplace) |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 181 | { |
| 182 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape, shape, dt_in1, dt_in2, dt_in2, scale, convert_policy, rounding_policy, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 183 | QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace); |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 184 | } |
| 185 | }; |
| 186 | |
| 187 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> |
Suhail Munshi | 448cb45 | 2021-04-23 16:23:25 +0100 | [diff] [blame] | 188 | class PixelWiseMultiplicationValidationIntegerFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> |
| 189 | { |
| 190 | public: |
Suhail Munshi | 448cb45 | 2021-04-23 16:23:25 +0100 | [diff] [blame] | 191 | void setup(const TensorShape &shape, DataType dt_in1, DataType dt_in2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, ActivationLayerInfo act_info, bool is_inplace) |
| 192 | { |
| 193 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape, shape, dt_in1, dt_in2, dt_in2, scale, convert_policy, rounding_policy, |
| 194 | QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace); |
| 195 | } |
| 196 | }; |
| 197 | |
| 198 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 199 | class PixelWiseMultiplicationBroadcastValidationFloatFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2> |
| 200 | { |
| 201 | public: |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 202 | void setup(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 203 | ActivationLayerInfo act_info, bool is_inplace) |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 204 | { |
| 205 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2>::setup(shape0, shape1, dt_in1, dt_in2, dt_in2, scale, convert_policy, rounding_policy, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 206 | QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace); |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 207 | } |
| 208 | }; |
| 209 | |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 210 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2, typename T3 = T2> |
| 211 | class PixelWiseMultiplicationValidationQuantizedFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3> |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 212 | { |
| 213 | public: |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 214 | void setup(const TensorShape &shape, DataType dt_in1, DataType dt_in2, DataType dt_out, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 215 | QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace) |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 216 | { |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 217 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3>::setup(shape, shape, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 218 | qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace); |
Georgios Pinitas | bf28a3c | 2018-09-18 14:34:48 +0100 | [diff] [blame] | 219 | } |
| 220 | }; |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 221 | |
| 222 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2, typename T3 = T2> |
| 223 | class PixelWiseMultiplicationBroadcastValidationQuantizedFixture : public PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3> |
| 224 | { |
| 225 | public: |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 226 | void setup(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, DataType dt_out, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, |
| 227 | QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace) |
| 228 | { |
| 229 | PixelWiseMultiplicationGenericValidationFixture<TensorType, AccessorType, FunctionType, T1, T2, T3>::setup(shape0, shape1, dt_in1, dt_in2, dt_out, scale, convert_policy, rounding_policy, |
| 230 | qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace); |
| 231 | } |
| 232 | }; |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 233 | } // namespace validation |
| 234 | } // namespace test |
| 235 | } // namespace arm_compute |
| 236 | #endif /* ARM_COMPUTE_TEST_PIXEL_WISE_MULTIPLICATION_FIXTURE */ |