1 /*
2 * Copyright (c) 2022-2023 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 #include "arm_compute/core/Types.h"
25 #include "arm_compute/dynamic_fusion/sketch/attributes/ClampAttributes.h"
26 #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuClamp.h"
27 #include "arm_compute/runtime/CL/CLTensor.h"
28
29 #include "tests/CL/CLAccessor.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/dynamic_fusion/operators/ClampFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 constexpr float epsilon = 1e-6f;
46 constexpr AbsoluteTolerance<float> tolerance(epsilon);
47 } // namespace
48
49 TEST_SUITE(CL)
TEST_SUITE(DYNAMIC_FUSION)50 TEST_SUITE(DYNAMIC_FUSION)
51 TEST_SUITE(CLAMP)
52 // *INDENT-OFF*
53 // clang-format off
54 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
55 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
56 TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
57 TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Minimum value larger than maximum value
58 }),
59 framework::dataset::make("MinVal", { 0.2f,
60 1.5f,
61 9.0f,
62 })),
63 framework::dataset::make("MaxVal", { 0.5f,
64 2.0f,
65 1.0f,
66 })),
67 framework::dataset::make("Expected", { true, true, false })),
68 input_info, min_val, max_val, expected)
69 {
70 // Create a new workload sketch
71 CLCompileContext cl_compile_ctx = CLKernelLibrary::get().get_compile_context();
72 GpuWorkloadContext gpu_ctx{ &cl_compile_ctx };
73 GpuWorkloadSketch sketch{ &gpu_ctx };
74
75 // Fuse Clamp
76 const TensorInfo src_info = sketch.create_tensor_info(input_info);
77
78 ClampAttributes attributes {};
79 attributes.min_val(min_val)
80 .max_val(max_val);
81
82 const bool res = static_cast<bool>(GpuClamp::validate_op(sketch, &src_info, attributes));
83 ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS);
84 }
85 // clang-format on
86 // *INDENT-ON*
87
88 template <typename T>
89 using DynamicFusionClampOpFixture = DynamicFusionClampValidationFixture<CLTensor, CLAccessor, GpuClamp, T>;
90
91 TEST_SUITE(Float)
TEST_SUITE(FP16)92 TEST_SUITE(FP16)
93 FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
94 DynamicFusionClampOpFixture<half>,
95 framework::DatasetMode::ALL,
96 combine(combine(combine(datasets::SmallShapes(),
97 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.1f).max_val(0.6f) })),
98 framework::dataset::make("Fuse", { false })),
99 framework::dataset::make("DataType", DataType::F16)))
100 {
101 // Validate output
102 validate(CLAccessor(_target), _reference, tolerance);
103 }
104
105 FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp,
106 DynamicFusionClampOpFixture<half>,
107 framework::DatasetMode::ALL,
108 combine(combine(combine(datasets::Small5dShapes(),
109 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.1f).max_val(0.6f) })),
110 framework::dataset::make("Fuse", { false })),
111 framework::dataset::make("DataType", DataType::F16)))
112 {
113 // Validate output
114 validate(CLAccessor(_target), _reference, tolerance);
115 }
116
117 FIXTURE_DATA_TEST_CASE(RunSmallTwoOps,
118 DynamicFusionClampOpFixture<half>,
119 framework::DatasetMode::ALL,
120 combine(combine(combine(datasets::SmallShapes(),
121 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.2f).max_val(0.4f) })),
122 framework::dataset::make("Fuse", { true })),
123 framework::dataset::make("DataType", DataType::F16)))
124 {
125 // Validate output
126 validate(CLAccessor(_target), _reference, tolerance);
127 }
128
129 TEST_SUITE_END() // FP16
130
TEST_SUITE(FP32)131 TEST_SUITE(FP32)
132 FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
133 DynamicFusionClampOpFixture<float>,
134 framework::DatasetMode::ALL,
135 combine(combine(combine(datasets::SmallShapes(),
136 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.3f).max_val(0.7f) })),
137 framework::dataset::make("Fuse", { false })),
138 framework::dataset::make("DataType", DataType::F32)))
139 {
140 // Validate output
141 validate(CLAccessor(_target), _reference, tolerance);
142 }
143
144 FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp,
145 DynamicFusionClampOpFixture<float>,
146 framework::DatasetMode::ALL,
147 combine(combine(combine(datasets::Small5dShapes(),
148 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.3f).max_val(0.7f) })),
149 framework::dataset::make("Fuse", { false })),
150 framework::dataset::make("DataType", DataType::F32)))
151 {
152 // Validate output
153 validate(CLAccessor(_target), _reference, tolerance);
154 }
155
156 FIXTURE_DATA_TEST_CASE(RunSmallTwoOps,
157 DynamicFusionClampOpFixture<float>,
158 framework::DatasetMode::ALL,
159 combine(combine(combine(datasets::SmallShapes(),
160 framework::dataset::make("ClampAttributes", { ClampAttributes().min_val(0.1f).max_val(0.9f) })),
161 framework::dataset::make("Fuse", { true })),
162 framework::dataset::make("DataType", DataType::F32)))
163 {
164 // Validate output
165 validate(CLAccessor(_target), _reference, tolerance);
166 }
167
168 TEST_SUITE_END() // FP32
169 TEST_SUITE_END() // Float
170
171 TEST_SUITE_END() // CLAMP
172 TEST_SUITE_END() // DYNAMIC_FUSION
173 TEST_SUITE_END() // CL
174 } // namespace validation
175 } // namespace test
176 } // namespace arm_compute
177