1 /*
2 * Copyright (c) 2018-2021 Arm Limited.
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 #include "arm_compute/core/Types.h"
25 #include "arm_compute/runtime/CL/CLTensor.h"
26 #include "arm_compute/runtime/CL/CLTensorAllocator.h"
27 #include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ConvertPolicyDataset.h"
31 #include "tests/datasets/ShapeDatasets.h"
32 #include "tests/framework/Asserts.h"
33 #include "tests/framework/Macros.h"
34 #include "tests/framework/datasets/Datasets.h"
35 #include "tests/validation/Validation.h"
36 #include "tests/validation/fixtures/ElementwiseOperationsFixture.h"
37
38 namespace arm_compute
39 {
40 namespace test
41 {
42 namespace validation
43 {
44 namespace
45 {
46 RelativeTolerance<float> tolerance_fp32(0.000001f);
47 RelativeTolerance<float> tolerance_fp16(0.001f);
48
49 /** Input data sets **/
50 const auto ArithmeticDivisionFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F16)),
51 framework::dataset::make("DataType", DataType::F16));
52 const auto ArithmeticDivisionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
53 framework::dataset::make("DataType", DataType::F32));
54 const auto ArithmeticDivisionS32Dataset = combine(combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::S32)),
55 framework::dataset::make("DataType", DataType::S32));
56 const auto EmptyActivationFunctionsDataset = framework::dataset::make("ActivationInfo", { ActivationLayerInfo() });
57 const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo",
58 {
59 ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
60 ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
61 });
62 const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true });
63 const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
64 } // namespace
65
66 TEST_SUITE(CL)
TEST_SUITE(ArithmeticDivision)67 TEST_SUITE(ArithmeticDivision)
68
69 // *INDENT-OFF*
70 // clang-format off
71 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
72 framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
73 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
74 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid data type combination
75 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes
76 }),
77 framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
78 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
79 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
80 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
81 })),
82 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
83 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
84 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
85 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
86 })),
87 framework::dataset::make("Expected", { true, false, false, false})),
88 input1_info, input2_info, output_info, expected)
89 {
90 ARM_COMPUTE_EXPECT(bool(CLArithmeticDivision::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false))) == expected, framework::LogLevel::ERRORS);
91 }
92 // clang-format on
93 // *INDENT-ON*
94
95 using CLArithmeticDivisionIntegerFixture = ArithmeticDivisionValidationIntegerFixture<CLTensor, CLAccessor, CLArithmeticDivision, int>;
96
97 TEST_SUITE(Integer)
TEST_SUITE(S32)98 TEST_SUITE(S32)
99
100 FIXTURE_DATA_TEST_CASE(RunSmallInteger, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
101 EmptyActivationFunctionsDataset),
102 InPlaceDataSet))
103 {
104 // Validate output
105 validate(CLAccessor(_target), _reference);
106 }
FIXTURE_DATA_TEST_CASE(RunIntegerWithActivation,CLArithmeticDivisionIntegerFixture,framework::DatasetMode::ALL,combine (combine (combine (datasets::SmallShapes (),ArithmeticDivisionS32Dataset),ActivationFunctionsDataset),InPlaceDataSet))107 FIXTURE_DATA_TEST_CASE(RunIntegerWithActivation, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
108 ActivationFunctionsDataset),
109 InPlaceDataSet))
110 {
111 // Validate output
112 validate(CLAccessor(_target), _reference);
113 }
114
115 TEST_SUITE_END()
116 TEST_SUITE_END()
117
118 template <typename T>
119 using CLArithmeticDivisionFloatFixture = ArithmeticDivisionValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticDivision, T>;
120
121 TEST_SUITE(Float)
TEST_SUITE(FP16)122 TEST_SUITE(FP16)
123 FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP16Dataset),
124 EmptyActivationFunctionsDataset),
125 InPlaceDataSet))
126 {
127 // Validate output
128 validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
129 }
FIXTURE_DATA_TEST_CASE(RunWithActivation,CLArithmeticDivisionFloatFixture<half>,framework::DatasetMode::ALL,combine (combine (combine (datasets::TinyShapes (),ArithmeticDivisionFP16Dataset),ActivationFunctionsDataset),InPlaceDataSet))130 FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP16Dataset),
131 ActivationFunctionsDataset),
132 InPlaceDataSet))
133 {
134 // Validate output
135 validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
136 }
137 TEST_SUITE_END()
138
TEST_SUITE(FP32)139 TEST_SUITE(FP32)
140 FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP32Dataset),
141 EmptyActivationFunctionsDataset),
142 InPlaceDataSet))
143 {
144 // Validate output
145 validate(CLAccessor(_target), _reference, tolerance_fp32);
146 }
FIXTURE_DATA_TEST_CASE(RunWithActivation,CLArithmeticDivisionFloatFixture<float>,framework::DatasetMode::ALL,combine (combine (combine (datasets::TinyShapes (),ArithmeticDivisionFP32Dataset),ActivationFunctionsDataset),InPlaceDataSet))147 FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP32Dataset),
148 ActivationFunctionsDataset),
149 InPlaceDataSet))
150 {
151 // Validate output
152 validate(CLAccessor(_target), _reference, tolerance_fp32);
153 }
154
FIXTURE_DATA_TEST_CASE(RunLarge,CLArithmeticDivisionFloatFixture<float>,framework::DatasetMode::NIGHTLY,combine (combine (combine (datasets::LargeShapes (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset),InPlaceDataSet))155 FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ArithmeticDivisionFP32Dataset),
156 EmptyActivationFunctionsDataset),
157 InPlaceDataSet))
158 {
159 // Validate output
160 validate(CLAccessor(_target), _reference, tolerance_fp32);
161 }
162
163 template <typename T>
164 using CLArithmeticDivisionBroadcastFloatFixture = ArithmeticDivisionBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticDivision, T>;
165
FIXTURE_DATA_TEST_CASE(RunSmallBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::PRECOMMIT,combine (combine (combine (datasets::SmallShapesBroadcast (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset),OutOfPlaceDataSet))166 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(),
167 ArithmeticDivisionFP32Dataset),
168 EmptyActivationFunctionsDataset),
169 OutOfPlaceDataSet))
170 {
171 // Validate output
172 validate(CLAccessor(_target), _reference, tolerance_fp32);
173 }
FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::ALL,combine (combine (combine (datasets::TinyShapesBroadcast (),ArithmeticDivisionFP32Dataset),ActivationFunctionsDataset),OutOfPlaceDataSet))174 FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
175 ArithmeticDivisionFP32Dataset),
176 ActivationFunctionsDataset),
177 OutOfPlaceDataSet))
178 {
179 // Validate output
180 validate(CLAccessor(_target), _reference, tolerance_fp32);
181 }
182
FIXTURE_DATA_TEST_CASE(RunLargeBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::NIGHTLY,combine (combine (combine (datasets::LargeShapesBroadcast (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset),OutOfPlaceDataSet))183 FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(),
184 ArithmeticDivisionFP32Dataset),
185 EmptyActivationFunctionsDataset),
186 OutOfPlaceDataSet))
187 {
188 // Validate output
189 validate(CLAccessor(_target), _reference, tolerance_fp32);
190 }
191 TEST_SUITE_END()
192 TEST_SUITE_END()
193
194 TEST_SUITE_END()
195 TEST_SUITE_END()
196 } // namespace validation
197 } // namespace test
198 } // namespace arm_compute
199