1 /*
2 * Copyright (c) 2018-2020 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 EmptyActivationFunctionsDataset = framework::dataset::make("ActivationInfo",
55 { ActivationLayerInfo() });
56 const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo",
57 {
58 ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
59 ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
60 });
61 } // namespace
62
63 TEST_SUITE(CL)
TEST_SUITE(ArithmeticDivision)64 TEST_SUITE(ArithmeticDivision)
65
66 // *INDENT-OFF*
67 // clang-format off
68 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
69 framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
70 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
71 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid data type combination
72 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes
73 }),
74 framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
75 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
76 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
77 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
78 })),
79 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
80 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
81 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
82 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
83 })),
84 framework::dataset::make("Expected", { true, false, false, false})),
85 input1_info, input2_info, output_info, expected)
86 {
87 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);
88 }
89 // clang-format on
90 // *INDENT-ON*
91
92 template <typename T>
93 using CLArithmeticDivisionFloatFixture = ArithmeticDivisionValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticDivision, T>;
94
95 TEST_SUITE(Float)
TEST_SUITE(FP16)96 TEST_SUITE(FP16)
97 FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP16Dataset),
98 EmptyActivationFunctionsDataset))
99 {
100 // Validate output
101 validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
102 }
FIXTURE_DATA_TEST_CASE(RunWithActivation,CLArithmeticDivisionFloatFixture<half>,framework::DatasetMode::ALL,combine (combine (datasets::TinyShapes (),ArithmeticDivisionFP16Dataset),ActivationFunctionsDataset))103 FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP16Dataset),
104 ActivationFunctionsDataset))
105 {
106 // Validate output
107 validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
108 }
109 TEST_SUITE_END()
110
TEST_SUITE(FP32)111 TEST_SUITE(FP32)
112 FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP32Dataset),
113 EmptyActivationFunctionsDataset))
114 {
115 // Validate output
116 validate(CLAccessor(_target), _reference, tolerance_fp32);
117 }
FIXTURE_DATA_TEST_CASE(RunWithActivation,CLArithmeticDivisionFloatFixture<float>,framework::DatasetMode::ALL,combine (combine (datasets::TinyShapes (),ArithmeticDivisionFP32Dataset),ActivationFunctionsDataset))118 FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP32Dataset),
119 ActivationFunctionsDataset))
120 {
121 // Validate output
122 validate(CLAccessor(_target), _reference, tolerance_fp32);
123 }
124
FIXTURE_DATA_TEST_CASE(RunLarge,CLArithmeticDivisionFloatFixture<float>,framework::DatasetMode::NIGHTLY,combine (combine (datasets::LargeShapes (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset))125 FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ArithmeticDivisionFP32Dataset),
126 EmptyActivationFunctionsDataset))
127 {
128 // Validate output
129 validate(CLAccessor(_target), _reference, tolerance_fp32);
130 }
131
132 template <typename T>
133 using CLArithmeticDivisionBroadcastFloatFixture = ArithmeticDivisionBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticDivision, T>;
134
FIXTURE_DATA_TEST_CASE(RunSmallBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::PRECOMMIT,combine (combine (datasets::SmallShapesBroadcast (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset))135 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapesBroadcast(),
136 ArithmeticDivisionFP32Dataset),
137 EmptyActivationFunctionsDataset))
138 {
139 // Validate output
140 validate(CLAccessor(_target), _reference, tolerance_fp32);
141 }
FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::ALL,combine (combine (datasets::TinyShapesBroadcast (),ArithmeticDivisionFP32Dataset),ActivationFunctionsDataset))142 FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
143 ArithmeticDivisionFP32Dataset),
144 ActivationFunctionsDataset))
145 {
146 // Validate output
147 validate(CLAccessor(_target), _reference, tolerance_fp32);
148 }
149
FIXTURE_DATA_TEST_CASE(RunLargeBroadcast,CLArithmeticDivisionBroadcastFloatFixture<float>,framework::DatasetMode::NIGHTLY,combine (combine (datasets::LargeShapesBroadcast (),ArithmeticDivisionFP32Dataset),EmptyActivationFunctionsDataset))150 FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(),
151 ArithmeticDivisionFP32Dataset),
152 EmptyActivationFunctionsDataset))
153 {
154 // Validate output
155 validate(CLAccessor(_target), _reference, tolerance_fp32);
156 }
157 TEST_SUITE_END()
158 TEST_SUITE_END()
159
160 TEST_SUITE_END()
161 TEST_SUITE_END()
162 } // namespace validation
163 } // namespace test
164 } // namespace arm_compute
165