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review.mlplatform.org / ml / ComputeLibrary / 9c450cc0e0b2e7060fa0a74a5196906bc28d0625 / . / tests / validation / NEON / PixelWiseMultiplication.cpp
blob: b712632a77525385350c00ae31da37fa71093c32 [file] [log] [blame]
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]1/*
2 * Copyright (c) 2017 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/runtime/NEON/functions/NEPixelWiseMultiplication.h"
25#include "tests/NEON/Accessor.h"
26#include "tests/PaddingCalculator.h"
27#include "tests/datasets/ConvertPolicyDataset.h"
28#include "tests/datasets/ShapeDatasets.h"
29#include "tests/framework/Macros.h"
30#include "tests/validation/Validation.h"
31#include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h"
32
33namespace arm_compute
34{
35namespace test
36{
37namespace validation
38{
39namespace
40{
41const float scale_unity = 1.f;
42const float scale_255 = 1.f / 255.f;
43const float scale_other = 1.f / 32768.f;
44
45#define DEFAULT_VALIDATE validate(Accessor(_target), _reference);
John Richardson9c450cc2017-11-22 12:00:41 +0000[diff] [blame^]46#define VALIDATE(TYPE, TOLERANCE) validate(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]47#define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);
48
49// *INDENT-OFF*
50// clang-format off
51#define PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(DT1, DT2, SCALE, RP) \
52 DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, \
53 combine(combine(combine(combine(combine( \
54 concat(datasets::SmallShapes(), datasets::LargeShapes()), \
55 framework::dataset::make("DataType1", DataType::DT1)), \
56 framework::dataset::make("DataType2", DataType::DT2)), \
57 framework::dataset::make("Scale", std::move(SCALE))), \
58 datasets::ConvertPolicies()), \
59 framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)), \
60 shape, dt1, dt2, scale, convert_policy, rounding_policy) \
61 { \
62 validate_configuration(shape, dt1, dt2, scale, convert_policy, rounding_policy); \
63 }
64
65#define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \
66 FIXTURE_DATA_TEST_CASE(TEST_NAME, NEPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE, \
67 combine(combine(combine(combine(combine( \
68 datasets::SHAPES, \
69 framework::dataset::make("DataType1", DataType::DT1)), \
70 framework::dataset::make("DataType2", DataType::DT2)), \
71 framework::dataset::make("Scale", std::move(SCALE))), \
72 datasets::ConvertPolicies()), \
73 framework::dataset::make("RoundingPolicy", RoundingPolicy::RP))) \
74 { \
75 VALIDATE \
76 }
77// *INDENT-ON*
78// clang-format on
79
80void validate_configuration(TensorShape shape, DataType dt1, DataType dt2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy)
81{
82 Tensor src1 = create_tensor<Tensor>(shape, dt1);
83 Tensor src2 = create_tensor<Tensor>(shape, dt2);
84 Tensor dst = create_tensor<Tensor>(shape, dt2);
85
86 ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS);
87 ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS);
88 ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
89
90 // Create and configure function
91 NEPixelWiseMultiplication multiply;
92 multiply.configure(&src1, &src2, &dst, scale, convert_policy, rounding_policy);
93
94 // Validate valid region
95 const ValidRegion valid_region = shape_to_valid_region(shape);
96 validate(src1.info()->valid_region(), valid_region);
97 validate(src2.info()->valid_region(), valid_region);
98 validate(dst.info()->valid_region(), valid_region);
99
100 // Validate padding
101 const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding();
102 validate(src1.info()->padding(), padding);
103 validate(src2.info()->padding(), padding);
104 validate(dst.info()->padding(), padding);
105}
106} // namespace
107
108template <typename T>
109using NEPixelWiseMultiplicationToU8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, uint8_t>;
110template <typename T>
111using NEPixelWiseMultiplicationToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int16_t>;
112template <typename T>
113using NEPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, half_float::half>;
114template <typename T>
115using NEPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>;
116template <typename T>
117using NEPixelWiseMultiplicationToQS8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint8_t>;
118template <typename T>
119using NEPixelWiseMultiplicationToQS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint16_t>;
120
121TEST_SUITE(NEON)
122TEST_SUITE(PixelWiseMultiplication)
123
124TEST_SUITE(U8toU8)
125
126TEST_SUITE(Scale255)
127PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_255, TO_NEAREST_UP)
128PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1))
129PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1))
130TEST_SUITE_END() // Scale255
131
132TEST_SUITE(ScaleUnity)
133PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_unity, TO_ZERO)
134PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
135PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
136TEST_SUITE_END() // ScaleUnity
137
138TEST_SUITE(ScaleOther)
139PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_other, TO_ZERO)
140PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE)
141PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE)
142TEST_SUITE_END() // ScaleOther
143
144TEST_SUITE_END() // U8toU8
145
146TEST_SUITE(U8toS16)
147
148TEST_SUITE(Scale255)
149PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_255, TO_NEAREST_UP)
150PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
151PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
152TEST_SUITE_END() // Scale255
153
154TEST_SUITE(ScaleUnity)
155PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_unity, TO_ZERO)
156PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
157PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
158TEST_SUITE_END() // ScaleUnity
159
160TEST_SUITE(ScaleOther)
161PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_other, TO_ZERO)
162PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
163PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
164TEST_SUITE_END() // ScaleOther
165
166TEST_SUITE_END() // U8toS16
167
168TEST_SUITE(S16toS16)
169
170TEST_SUITE(Scale255)
171PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_255, TO_NEAREST_UP)
172PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
173PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
174TEST_SUITE_END() // Scale255
175
176TEST_SUITE(ScaleUnity)
177PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_unity, TO_ZERO)
178PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
179PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
180TEST_SUITE_END() // ScaleUnity
181
182TEST_SUITE(ScaleOther)
183PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_other, TO_ZERO)
184PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
185PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
186TEST_SUITE_END() // ScaleOther
187
188TEST_SUITE_END() // S16toS16
189
Ioan-Cristian Szabo5edbd1c2017-11-13 13:34:08 +0000[diff] [blame]190#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]191TEST_SUITE(F16toF16)
192
193TEST_SUITE(Scale255)
John Richardson9c450cc2017-11-22 12:00:41 +0000[diff] [blame^]194PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]195TEST_SUITE_END() // Scale255
196
197TEST_SUITE_END() // F16toF16
Ioan-Cristian Szabo5edbd1c2017-11-13 13:34:08 +0000[diff] [blame]198#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]199
200TEST_SUITE(F32toF32)
201
202TEST_SUITE(Scale255)
203PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_255, TO_NEAREST_UP)
John Richardson9c450cc2017-11-22 12:00:41 +0000[diff] [blame^]204PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
205PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
John Richardsondd715f22017-09-18 16:10:48 +0100[diff] [blame]206TEST_SUITE_END() // Scale255
207
208TEST_SUITE(ScaleUnity)
209PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_unity, TO_ZERO)
210PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
211PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
212TEST_SUITE_END() // ScaleUnity
213
214TEST_SUITE(ScaleOther)
215PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_other, TO_ZERO)
216PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE)
217PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE)
218TEST_SUITE_END() // ScaleOther
219
220TEST_SUITE_END() // F32toF32
221
222TEST_SUITE_END()
223TEST_SUITE_END()
224} // namespace validation
225} // namespace test
226} // namespace arm_compute