Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 1 | /* |
Vidhya Sudhan Loganathan | 014333d | 2018-07-02 09:13:49 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 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/GLES_COMPUTE/GCTensor.h" |
| 26 | #include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/GLES_COMPUTE/functions/GCGEMM.h" |
| 28 | #include "tests/GLES_COMPUTE/GCAccessor.h" |
| 29 | #include "tests/GLES_COMPUTE/Helper.h" |
| 30 | #include "tests/PaddingCalculator.h" |
| 31 | #include "tests/datasets/LargeGEMMDataset.h" |
| 32 | #include "tests/datasets/SmallGEMMDataset.h" |
| 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Macros.h" |
| 35 | #include "tests/framework/datasets/Datasets.h" |
| 36 | #include "tests/validation/Validation.h" |
| 37 | #include "tests/validation/fixtures/GEMMFixture.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | namespace |
| 46 | { |
| 47 | RelativeTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for floating point data types */ |
| 48 | |
| 49 | /** CNN data types */ |
| 50 | const auto CNNDataTypes = framework::dataset::make("DataType", |
| 51 | { |
| 52 | DataType::F32, |
| 53 | }); |
| 54 | } // namespace |
| 55 | |
| 56 | TEST_SUITE(GC) |
| 57 | TEST_SUITE(GEMM) |
| 58 | |
| 59 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::SmallGEMMDataset(), datasets::LargeGEMMDataset()), CNNDataTypes), |
| 60 | shape_a, shape_b, shape_c, output_shape, alpha, beta, data_type) |
| 61 | { |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 62 | // Create tensors |
Vidhya Sudhan Loganathan | 014333d | 2018-07-02 09:13:49 +0100 | [diff] [blame] | 63 | GCTensor a = create_tensor<GCTensor>(shape_a, data_type, 1); |
| 64 | GCTensor b = create_tensor<GCTensor>(shape_b, data_type, 1); |
| 65 | GCTensor c = create_tensor<GCTensor>(shape_c, data_type, 1); |
| 66 | GCTensor dst = create_tensor<GCTensor>(output_shape, data_type, 1); |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 67 | |
| 68 | ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 69 | ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 70 | ARM_COMPUTE_EXPECT(c.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 71 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 72 | |
| 73 | // Create and configure function |
| 74 | GCGEMM gemm; |
| 75 | gemm.configure(&a, &b, &c, &dst, alpha, beta); |
| 76 | |
| 77 | //TODO(COMPMID-415): Validate valid region |
| 78 | } |
| 79 | |
| 80 | template <typename T> |
| 81 | using GCGEMMFixture = GEMMValidationFixture<GCTensor, GCAccessor, GCGEMM, T>; |
| 82 | |
| 83 | TEST_SUITE(Float) |
| 84 | TEST_SUITE(FP32) |
Pablo Tello | 0e37b5c | 2018-10-30 11:18:37 +0000 | [diff] [blame] | 85 | FIXTURE_DATA_TEST_CASE(RunSmall, GCGEMMFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallGEMMDataset(), |
| 86 | framework::dataset::make("ReshapeWeights", { true })), |
| 87 | framework::dataset::make("DataType", DataType::F32))) |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 88 | { |
| 89 | // Validate output |
| 90 | validate(GCAccessor(_target), _reference, tolerance_f32); |
| 91 | } |
Pablo Tello | 0e37b5c | 2018-10-30 11:18:37 +0000 | [diff] [blame] | 92 | FIXTURE_DATA_TEST_CASE(RunLarge, GCGEMMFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeGEMMDataset(), |
| 93 | framework::dataset::make("ReshapeWeights", { true })), |
| 94 | framework::dataset::make("DataType", DataType::F32))) |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 95 | { |
| 96 | // Validate output |
| 97 | validate(GCAccessor(_target), _reference, tolerance_f32); |
| 98 | } |
| 99 | TEST_SUITE_END() |
| 100 | TEST_SUITE_END() |
| 101 | |
| 102 | TEST_SUITE_END() |
| 103 | TEST_SUITE_END() |
| 104 | } // namespace validation |
| 105 | } // namespace test |
| 106 | } // namespace arm_compute |