tests/validation/NEON/GlobalPoolingLayer.cpp

   1 /*
   2  * Copyright (c) 2017-2018 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/runtime/NEON/functions/NEPoolingLayer.h"
  26 #include "arm_compute/runtime/Tensor.h"
  27 #include "arm_compute/runtime/TensorAllocator.h"
  28 #include "tests/NEON/Accessor.h"
  29 #include "tests/PaddingCalculator.h"
  30 #include "tests/datasets/PoolingTypesDataset.h"
  31 #include "tests/datasets/ShapeDatasets.h"
  32 #include "tests/framework/Asserts.h"
  33 #include "tests/framework/Macros.h"
  34 #include "tests/framework/datasets/Datasets.h"
  35 #include "tests/validation/Validation.h"
  36 #include "tests/validation/fixtures/PoolingLayerFixture.h"
  37
  38 namespace arm_compute
  39 {
  40 namespace test
  41 {
  42 namespace validation
  43 {
  44 namespace
  45 {
  46 /** Input data set for float data types */
  47 const auto GlobalPoolingLayerDataset = combine(datasets::GlobalPoolingShapes(), datasets::PoolingTypes());
  48
  49 /** Input data set for quantized data types */
  50 constexpr AbsoluteTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for FP32 types */
  51 } // namespace
  52
  53 TEST_SUITE(NEON)
  54 TEST_SUITE(GlobalPoolingLayer)
  55
  56 template <typename T>
  57 using NEGlobalPoolingLayerFixture = GlobalPoolingLayerValidationFixture<Tensor, Accessor, NEPoolingLayer, T>;
  58
  59 TEST_SUITE(Float)
  60 TEST_SUITE(FP32)
  61 FIXTURE_DATA_TEST_CASE(RunGlobalPooling, NEGlobalPoolingLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(GlobalPoolingLayerDataset, framework::dataset::make("DataType",
  62                                                                                                                   DataType::F32)),
  63                                                                                                                   framework::dataset::make("DataLayout", DataLayout::NCHW)))
  64 {
  65     // Validate output
  66     validate(Accessor(_target), _reference, tolerance_f32);
  67 }
  68 TEST_SUITE_END()
  69 TEST_SUITE_END()
  70
  71 TEST_SUITE_END()
  72 TEST_SUITE_END()
  73 } // namespace validation
  74 } // namespace test
  75 } // namespace arm_compute