1 /*
2 * Copyright (c) 2023 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
25 #include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h"
26 #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSub.h"
27
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/framework/Fixture.h"
30 #include "tests/framework/Macros.h"
31 #include "tests/framework/datasets/Datasets.h"
32 #include "tests/validation/Validation.h"
33
34 #include "tests/datasets/DynamicFusionDataset.h"
35 #include "tests/datasets/ShapeDatasets.h"
36 #include "tests/validation/fixtures/dynamic_fusion/gpu/cl/ElementwiseBinaryFixture.h"
37
38 namespace arm_compute
39 {
40 namespace test
41 {
42 namespace validation
43 {
44 /* Synced with tests/validation/CL/ArithmeticSubtraction.cpp from the standard interface.
45 *
46 * Difference | Why the difference
47 * No quantized tests | Not supported yet
48 * No in place tests | Not supported yet
49 * No activation tests | Not needed in dynamic fusion interface
50 *
51 */
52 TEST_SUITE(CL)
TEST_SUITE(DYNAMIC_FUSION)53 TEST_SUITE(DYNAMIC_FUSION)
54 TEST_SUITE(SUB)
55
56 // *INDENT-OFF*
57 // clang-format off
58 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(
59 framework::dataset::make("LhsInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
60 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U32), // Unsupported data type U32
61 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), // Unsupported data type QASYMM8
62 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), // Unsupported data type QASYMM8
63 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid data type combination
64 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // S16 is valid data type for Sub
65 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), // S32 is valid data type for Sub
66 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes
67 TensorInfo(TensorShape(32U, 1U, 1U), 1, DataType::F32), // Broadcasting allowed for lhs
68 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
69 TensorInfo(TensorShape(15U, 23U, 3U), 1, DataType::F32), // Broadcast Y dimension is not allowed
70 TensorInfo(TensorShape( 3U, 8U, 9U), 1, DataType::S16), // Broadcast Z dimension is not allowed
71 TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32), // Batching is allowed
72 }),
73 framework::dataset::make("RhsInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
74 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U32),
75 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8),
76 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED),
77 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
78 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
79 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32),
80 TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
81 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
82 TensorInfo(TensorShape(32U, 1U, 1U), 1, DataType::F32), // Broadcasting allowed for rhs
83 TensorInfo(TensorShape(15U, 1U, 3U), 1, DataType::F32),
84 TensorInfo(TensorShape( 3U, 8U, 1U), 1, DataType::S16),
85 TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32),
86 })),
87 framework::dataset::make("Expected", { true, false, false, false, false, true, true, false, true, true, false, false, true })),
88 input1_info, input2_info, expected)
89 {
90 // Create a new workload sketch
91 auto cl_compile_ctx = CLKernelLibrary::get().get_compile_context();
92 auto gpu_ctx = GpuWorkloadContext{ &cl_compile_ctx };
93 GpuWorkloadSketch sketch{ &gpu_ctx };
94
95 // Validate Elementwise Sub
96 auto lhs_info = sketch.create_tensor_info(input1_info);
97 auto rhs_info = sketch.create_tensor_info(input2_info);
98
99 bool res = bool(GpuSub::validate_op(sketch, &lhs_info, &rhs_info));
100 ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS);
101 }
102 // clang-format on
103 // *INDENT-ON*
104
105 template <typename T>
106 using DynamicFusionCLSubFixture = DynamicFusionGpuElementwiseBinaryOneOpValidationFixture<CLTensor, CLAccessor, GpuSub, T>;
107
108 template <typename T>
109 using DynamicFusionCLSubBroadcastFixture = DynamicFusionGpuElementwiseBinaryBroadcastOneOpValidationFixture<CLTensor, CLAccessor, GpuSub, T>;
110
111 template <typename T>
112 using DynamicFusionCLSubTwoOpsFixture = DynamicFusionGpuElementwiseBinaryTwoOpsValidationFixture<CLTensor, CLAccessor, GpuSub, T>;
113
114 TEST_SUITE(FP32)
115 FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
116 DynamicFusionCLSubFixture<float>,
117 framework::DatasetMode::PRECOMMIT,
118 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
119 datasets::SmallShapes()),
120 framework::dataset::make("DataType", { DataType::F32 })),
121 framework::dataset::make("InPlace", { false })))
122 {
123 // Validate output
124 validate(CLAccessor(_target), _reference);
125 }
126 FIXTURE_DATA_TEST_CASE(RunLargeOneOp,
127 DynamicFusionCLSubFixture<float>,
128 framework::DatasetMode::NIGHTLY,
129 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
130 datasets::LargeShapes()),
131 framework::dataset::make("DataType", { DataType::F32 })),
132 framework::dataset::make("InPlace", { false })))
133 {
134 // Validate output
135 validate(CLAccessor(_target), _reference);
136 }
137 FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp,
138 DynamicFusionCLSubBroadcastFixture<float>,
139 framework::DatasetMode::PRECOMMIT,
140 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
141 datasets::TemporaryLimitedSmallShapesBroadcast()),
142 framework::dataset::make("DataType", { DataType::F32 })),
143 framework::dataset::make("InPlace", { false })))
144 {
145 // Validate output
146 validate(CLAccessor(_target), _reference);
147 }
148
149 FIXTURE_DATA_TEST_CASE(RunLargeBroadcastOneOp,
150 DynamicFusionCLSubBroadcastFixture<float>,
151 framework::DatasetMode::NIGHTLY,
152 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
153 datasets::TemporaryLimitedLargeShapesBroadcast()),
154 framework::dataset::make("DataType", { DataType::F32 })),
155 framework::dataset::make("InPlace", { false })))
156 {
157 // Validate output
158 validate(CLAccessor(_target), _reference);
159 }
160 FIXTURE_DATA_TEST_CASE(RunSmallTwoOps,
161 DynamicFusionCLSubTwoOpsFixture<float>,
162 framework::DatasetMode::PRECOMMIT,
163 combine(combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
164 datasets::DynamicFusionElementwiseBinaryTwoOpsSmallShapes()),
165 framework::dataset::make("DataType", { DataType::F32 })),
166 framework::dataset::make("InPlace", { false })),
167 framework::dataset::make("FuseTwoOps", { true })))
168 {
169 // Validate output
170 validate(CLAccessor(_target), _reference);
171 }
172 TEST_SUITE_END() // FP32
173
TEST_SUITE(FP16)174 TEST_SUITE(FP16)
175 FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
176 DynamicFusionCLSubFixture<half>,
177 framework::DatasetMode::ALL,
178 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
179 datasets::SmallShapes()),
180 framework::dataset::make("DataType", { DataType::F16 })),
181 framework::dataset::make("InPlace", { false })))
182 {
183 // Validate output
184 validate(CLAccessor(_target), _reference);
185 }
186
187 FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp,
188 DynamicFusionCLSubBroadcastFixture<half>,
189 framework::DatasetMode::ALL,
190 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
191 datasets::TemporaryLimitedSmallShapesBroadcast()),
192 framework::dataset::make("DataType", { DataType::F16 })),
193 framework::dataset::make("InPlace", { false })))
194 {
195 // Validate output
196 validate(CLAccessor(_target), _reference);
197 }
198
199 TEST_SUITE_END() // FP16
200
TEST_SUITE(S32)201 TEST_SUITE(S32)
202 FIXTURE_DATA_TEST_CASE(RunSmall,
203 DynamicFusionCLSubFixture<int32_t>,
204 framework::DatasetMode::PRECOMMIT,
205 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
206 datasets::SmallShapes()),
207 framework::dataset::make("DataType", { DataType::S32 })),
208 framework::dataset::make("InPlace", { false })))
209 {
210 // Validate output
211 validate(CLAccessor(_target), _reference);
212 }
213 TEST_SUITE_END() // S32
214
TEST_SUITE(S16)215 TEST_SUITE(S16)
216 FIXTURE_DATA_TEST_CASE(RunSmall,
217 DynamicFusionCLSubFixture<int16_t>,
218 framework::DatasetMode::PRECOMMIT,
219 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
220 datasets::SmallShapes()),
221 framework::dataset::make("DataType", { DataType::S16 })),
222 framework::dataset::make("InPlace", { false })))
223 {
224 // Validate output
225 validate(CLAccessor(_target), _reference);
226 }
227 FIXTURE_DATA_TEST_CASE(RunLarge,
228 DynamicFusionCLSubFixture<int16_t>,
229 framework::DatasetMode::NIGHTLY,
230 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
231 datasets::LargeShapes()),
232 framework::dataset::make("DataType", { DataType::S16 })),
233 framework::dataset::make("InPlace", { false })))
234 {
235 // Validate output
236 validate(CLAccessor(_target), _reference);
237 }
238 TEST_SUITE_END() // S16
239
TEST_SUITE(U8)240 TEST_SUITE(U8)
241 FIXTURE_DATA_TEST_CASE(RunSmall,
242 DynamicFusionCLSubFixture<uint8_t>,
243 framework::DatasetMode::PRECOMMIT,
244 combine(combine(combine(framework::dataset::make("ElementwiseOp", { ArithmeticOperation::SUB }),
245 datasets::SmallShapes()),
246 framework::dataset::make("DataType", { DataType::U8 })),
247 framework::dataset::make("InPlace", { false })))
248 {
249 // Validate output
250 validate(CLAccessor(_target), _reference);
251 }
252 TEST_SUITE_END() // U8
253
254 TEST_SUITE_END() // SUB
255 TEST_SUITE_END() // DYNAMIC_FUSION
256 TEST_SUITE_END() // CL
257 } // namespace validation
258 } // namespace test
259 } // namespace arm_compute
260