1 /*
2 * Copyright (c) 2019-2020 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/NEON/functions/NEElementwiseOperations.h"
26 #include "arm_compute/runtime/Tensor.h"
27 #include "arm_compute/runtime/TensorAllocator.h"
28 #include "tests/NEON/Accessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ShapeDatasets.h"
31 #include "tests/framework/Asserts.h"
32 #include "tests/framework/Macros.h"
33 #include "tests/framework/datasets/Datasets.h"
34 #include "tests/validation/Validation.h"
35 #include "tests/validation/fixtures/ElementwiseOperationsFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 RelativeTolerance<float> tolerance_fp32(0.000001f);
46 /** Input data sets **/
47 const auto ElementwiseDivisionS32Dataset = combine(combine(framework::dataset::make("DataType", DataType::S32),
48 framework::dataset::make("DataType", DataType::S32)),
49 framework::dataset::make("DataType", DataType::S32));
50 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
51 RelativeTolerance<half> tolerance_fp16(static_cast<half>(0.01f));
52 const auto ElementwiseDivisionFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F16)),
53 framework::dataset::make("DataType", DataType::F16));
54 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
55 const auto ElementwiseDivisionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
56 framework::dataset::make("DataType", DataType::F32));
57 } // namespace
58
59 TEST_SUITE(NEON)
60 TEST_SUITE(ElementwiseDivision)
61
62 template <typename T>
63 using NEElementwiseDivisionFixture = ArithmeticDivisionValidationFixture<Tensor, Accessor, NEElementwiseDivision, T>;
64
65 // *INDENT-OFF*
66 // clang-format off
67 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
68 framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
69 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
70 TensorInfo(TensorShape(27U, 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::F32),
76 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
77 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32),
78 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
79 })),
80 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
81 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
82 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
83 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
84 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
85 })),
86 framework::dataset::make("Expected", { true, true, true, false, false})),
87 input1_info, input2_info, output_info, expected)
88 {
89 ARM_COMPUTE_EXPECT(bool(NEElementwiseDivision::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);
90 }
91 // clang-format on
92 // *INDENT-ON*
93
94 TEST_SUITE(Float)
95 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(F16)96 TEST_SUITE(F16)
97 FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP16Dataset))
98 {
99 // Validate output
100 validate(Accessor(_target), _reference, tolerance_fp16, 0.01);
101 }
102 TEST_SUITE_END() // F16
103 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
104
TEST_SUITE(F32)105 TEST_SUITE(F32)
106 FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset))
107 {
108 // Validate output
109 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
110 }
111
112 template <typename T>
113 using NEElementwiseDivisionBroadcastFixture = ArithmeticDivisionBroadcastValidationFixture<Tensor, Accessor, NEElementwiseDivision, T>;
114
FIXTURE_DATA_TEST_CASE(RunSmallBroadcast,NEElementwiseDivisionBroadcastFixture<float>,framework::DatasetMode::ALL,combine (datasets::SmallShapesBroadcast (),ElementwiseDivisionFP32Dataset))115 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseDivisionBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
116 ElementwiseDivisionFP32Dataset))
117 {
118 // Validate output
119 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
120 }
121 TEST_SUITE_END() // F32
TEST_SUITE_END()122 TEST_SUITE_END() // Float
123
124 TEST_SUITE(Integer)
125 TEST_SUITE(S32)
126 FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<int32_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionS32Dataset))
127 {
128 // Validate output
129 validate(Accessor(_target), _reference);
130 }
131 TEST_SUITE_END() // S32
132 TEST_SUITE_END() // Integer
133
134 TEST_SUITE_END() // ElementwiseDivision
135 TEST_SUITE_END() // NEON
136 } // namespace validation
137 } // namespace test
138 } // namespace arm_compute
139