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/CLComparison.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ComparisonOperationsDataset.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/ComparisonFixture.h"
37
38 namespace arm_compute
39 {
40 namespace test
41 {
42 namespace validation
43 {
44 namespace
45 {
46 const auto configure_dataset = combine(datasets::SmallShapes(),
47 framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 }));
48
49 const auto run_small_dataset = combine(datasets::ComparisonOperations(), datasets::SmallShapes());
50 const auto run_large_dataset = combine(datasets::ComparisonOperations(), datasets::LargeShapes());
51
52 } // namespace
53
54 TEST_SUITE(CL)
TEST_SUITE(Comparison)55 TEST_SUITE(Comparison)
56
57 // *INDENT-OFF*
58 // clang-format off
59 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
60 framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid output type
61 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching input types
62 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Window shrink
63 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes
64 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
65 }),
66 framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
67 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32),
68 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
69 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
70 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
71 })),
72 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
73 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
74 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8),
75 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::U8),
76 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
77 })),
78 framework::dataset::make("Expected", { false, false, false, false, true})),
79 input1_info, input2_info, output_info, expected)
80 {
81 Status s = CLComparison::validate(&input1_info.clone()->set_is_resizable(false),
82 &input2_info.clone()->set_is_resizable(false),
83 &output_info.clone()->set_is_resizable(false),
84 ComparisonOperation::Equal);
85 ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS);
86 }
87 // clang-format on
88 // *INDENT-ON*
89
90 template <typename T>
91 using CLComparisonFixture = ComparisonValidationFixture<CLTensor, CLAccessor, CLComparison, T>;
92
93 TEST_SUITE(Float)
TEST_SUITE(FP16)94 TEST_SUITE(FP16)
95 FIXTURE_DATA_TEST_CASE(RunSmall,
96 CLComparisonFixture<half>,
97 framework::DatasetMode::PRECOMMIT,
98 combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16)))
99 {
100 // Validate output
101 validate(CLAccessor(_target), _reference);
102 }
103 FIXTURE_DATA_TEST_CASE(RunLarge,
104 CLComparisonFixture<half>,
105 framework::DatasetMode::NIGHTLY,
106 combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16)))
107 {
108 // Validate output
109 validate(CLAccessor(_target), _reference);
110 }
111 TEST_SUITE_END() // FP16
112
TEST_SUITE(FP32)113 TEST_SUITE(FP32)
114 FIXTURE_DATA_TEST_CASE(RunSmall,
115 CLComparisonFixture<float>,
116 framework::DatasetMode::PRECOMMIT,
117 combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32)))
118 {
119 // Validate output
120 validate(CLAccessor(_target), _reference);
121 }
122 FIXTURE_DATA_TEST_CASE(RunLarge,
123 CLComparisonFixture<float>,
124 framework::DatasetMode::NIGHTLY,
125 combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32)))
126 {
127 // Validate output
128 validate(CLAccessor(_target), _reference);
129 }
130 TEST_SUITE_END() // FP32
131 TEST_SUITE_END() // Float
132
133 template <typename T>
134 using CLComparisonQuantizedFixture = ComparisonValidationQuantizedFixture<CLTensor, CLAccessor, CLComparison, T>;
135
136 TEST_SUITE(Quantized)
TEST_SUITE(QASYMM8)137 TEST_SUITE(QASYMM8)
138 FIXTURE_DATA_TEST_CASE(RunSmall,
139 CLComparisonQuantizedFixture<uint8_t>,
140 framework::DatasetMode::PRECOMMIT,
141 combine(combine(combine(run_small_dataset, framework::dataset::make("DataType", DataType::QASYMM8)),
142 framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
143 framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })))
144 {
145 // Validate output
146 validate(CLAccessor(_target), _reference);
147 }
148 TEST_SUITE_END()
149 TEST_SUITE_END()
150
151 TEST_SUITE_END() // Comparison
152 TEST_SUITE_END() // CL
153 } // namespace validation
154 } // namespace test
155 } // namespace arm_compute
156