| Frank Lei | 8cdfdb8 | 2018-01-02 16:49:33 +0800 | [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 CONCLCTION 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/GCDepthwiseConvolutionLayer.h" |
| 28 | #include "tests/GLES_COMPUTE/GCAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/DepthwiseConvolutionLayerDataset.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/DepthwiseConvolutionLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | RelativeTolerance<half> tolerance_fp16(half(0.2)); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ |
| 46 | constexpr float tolerance_num = 0.07f; /**< Tolerance number */ |
| 47 | } // namespace |
| 48 | |
| 49 | TEST_SUITE(GC) |
| 50 | TEST_SUITE(DepthwiseConvolutionLayer) |
| 51 | |
| 52 | template <typename T> |
| 53 | using GCDepthwiseConvolutionLayerFixture3x3 = DepthwiseConvolutionLayerValidationFixture<GCTensor, GCAccessor, GCDepthwiseConvolutionLayer3x3, T>; |
| 54 | |
| 55 | TEST_SUITE(Float) |
| 56 | TEST_SUITE(FP16) |
| 57 | TEST_SUITE(W3x3) |
| 58 | FIXTURE_DATA_TEST_CASE(RunSmall, GCDepthwiseConvolutionLayerFixture3x3<half>, framework::DatasetMode::ALL, combine(datasets::SmallDepthwiseConvolutionLayerDataset3x3(), |
| 59 | framework::dataset::make("DataType", |
| 60 | DataType::F16))) |
| 61 | { |
| 62 | validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num); |
| 63 | } |
| 64 | FIXTURE_DATA_TEST_CASE(RunLarge, GCDepthwiseConvolutionLayerFixture3x3<half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeDepthwiseConvolutionLayerDataset3x3(), |
| 65 | framework::dataset::make("DataType", |
| 66 | DataType::F16))) |
| 67 | { |
| 68 | validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num); |
| 69 | } |
| 70 | TEST_SUITE_END() |
| 71 | TEST_SUITE_END() |
| 72 | TEST_SUITE_END() |
| 73 | |
| 74 | TEST_SUITE_END() |
| 75 | TEST_SUITE_END() |
| 76 | } // namespace validation |
| 77 | } // namespace test |
| 78 | } // namespace arm_compute |