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-/*
- * Copyright (c) 2017 ARM Limited.
- *
- * SPDX-License-Identifier: MIT
- *
- * Permission is hereby granted, free of charge, to any person obtaining a copy
- * of this software and associated documentation files (the "Software"), to
- * deal in the Software without restriction, including without limitation the
- * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
- * sell copies of the Software, and to permit persons to whom the Software is
- * furnished to do so, subject to the following conditions:
- *
- * The above copyright notice and this permission notice shall be included in all
- * copies or substantial portions of the Software.
- *
- * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
- * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
- * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
- * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
- * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
- * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
- * SOFTWARE.
- */
-#ifndef __ARM_COMPUTE_TEST_DATASET_POOLING_LAYER_DATASET_H__
-#define __ARM_COMPUTE_TEST_DATASET_POOLING_LAYER_DATASET_H__
-
-#include "utils/TypePrinter.h"
-
-#include "arm_compute/core/TensorShape.h"
-#include "arm_compute/core/Types.h"
-#include "tests/validation_old/dataset/GenericDataset.h"
-
-#include <type_traits>
-
-#ifdef BOOST
-#include "tests/validation_old/boost_wrapper.h"
-#endif /* BOOST */
-
-namespace arm_compute
-{
-namespace test
-{
-class PoolingLayerDataObject
-{
-public:
- operator std::string() const
- {
- std::stringstream ss;
- ss << "PoolingLayer";
- ss << "_I" << src_shape;
- ss << "_S_" << info.pool_size();
- ss << "_F_" << info.pool_type();
- ss << "_PS" << info.pad_stride_info();
- return ss.str();
- }
-
- friend std::ostream &operator<<(std::ostream &s, const PoolingLayerDataObject &obj)
- {
- s << static_cast<std::string>(obj);
- return s;
- }
-
-public:
- TensorShape src_shape;
- TensorShape dst_shape;
- PoolingLayerInfo info;
-};
-
-template <unsigned int Size>
-using PoolingLayerDataset = GenericDataset<PoolingLayerDataObject, Size>;
-
-class AlexNetPoolingLayerDataset final : public PoolingLayerDataset<3>
-{
-public:
- AlexNetPoolingLayerDataset()
- : GenericDataset
- {
- PoolingLayerDataObject{ TensorShape(55U, 55U, 96U), TensorShape(27U, 27U, 96U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0)) },
- PoolingLayerDataObject{ TensorShape(27U, 27U, 256U), TensorShape(13U, 13U, 256U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0)) },
- PoolingLayerDataObject{ TensorShape(13U, 13U, 256U), TensorShape(6U, 6U, 256U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0)) },
- }
- {
- }
-
- ~AlexNetPoolingLayerDataset() = default;
-};
-
-class LeNet5PoolingLayerDataset final : public PoolingLayerDataset<2>
-{
-public:
- LeNet5PoolingLayerDataset()
- : GenericDataset
- {
- PoolingLayerDataObject{ TensorShape(24U, 24U, 20U), TensorShape(12U, 12U, 20U), PoolingLayerInfo(PoolingType::MAX, 2, PadStrideInfo(2, 2, 0, 0)) },
- PoolingLayerDataObject{ TensorShape(8U, 8U, 50U), TensorShape(4U, 4U, 50U), PoolingLayerInfo(PoolingType::MAX, 2, PadStrideInfo(2, 2, 0, 0)) },
- }
- {
- }
-
- ~LeNet5PoolingLayerDataset() = default;
-};
-
-class GoogLeNetPoolingLayerDataset final : public PoolingLayerDataset<10>
-{
-public:
- GoogLeNetPoolingLayerDataset()
- : GenericDataset
- {
- // FIXME: Add support for 7x7 pooling layer pool5/7x7_s1
- // pool1/3x3_s2
- PoolingLayerDataObject{ TensorShape(112U, 112U, 64U), TensorShape(56U, 56U, 64U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL)) },
- // pool2/3x3_s2
- PoolingLayerDataObject{ TensorShape(56U, 56U, 192U), TensorShape(28U, 28U, 192U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL)) },
- // inception_3a/pool
- PoolingLayerDataObject{ TensorShape(28U, 28U, 192U), TensorShape(28U, 28U, 192U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- // inception_3b/pool
- PoolingLayerDataObject{ TensorShape(28U, 28U, 256U), TensorShape(28U, 28U, 256U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- // pool3/3x3_s2
- PoolingLayerDataObject{ TensorShape(28U, 28U, 480U), TensorShape(14U, 14U, 480U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL)) },
- // inception_4a/pool
- PoolingLayerDataObject{ TensorShape(14U, 14U, 480U), TensorShape(14U, 14U, 480U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- // inception_4b/pool, inception_4c/pool, inception_4d/pool
- PoolingLayerDataObject{ TensorShape(14U, 14U, 512U), TensorShape(14U, 14U, 512U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- // inception_4e/pool
- PoolingLayerDataObject{ TensorShape(14U, 14U, 528U), TensorShape(14U, 14U, 528U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- // pool4/3x3_s2
- PoolingLayerDataObject{ TensorShape(14U, 14U, 832U), TensorShape(7U, 7U, 832U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL)) },
- // inception_5a/pool, inception_5b/pool
- PoolingLayerDataObject{ TensorShape(7U, 7U, 832U), TensorShape(7U, 7U, 832U), PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL)) },
- }
- {
- }
-
- ~GoogLeNetPoolingLayerDataset() = default;
-};
-} // namespace test
-} // namespace arm_compute
-#endif //__ARM_COMPUTE_TEST_DATASET_POOLING_LAYER_DATASET_H__