/* * 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_FULLY_CONNECTED_LAYER_DATASET_H__ #define __ARM_COMPUTE_TEST_DATASET_FULLY_CONNECTED_LAYER_DATASET_H__ #include "TypePrinter.h" #include "arm_compute/core/TensorShape.h" #include "dataset/GenericDataset.h" #include #include #ifdef BOOST #include "boost_wrapper.h" #endif /* BOOST */ namespace arm_compute { namespace test { class FullyConnectedLayerDataObject { public: operator std::string() const { std::stringstream ss; ss << "FullyConnectedLayer"; ss << "_I" << src_shape; ss << "_K" << weights_shape; return ss.str(); } friend std::ostream &operator<<(std::ostream &os, const FullyConnectedLayerDataObject &obj) { os << static_cast(obj); return os; } public: TensorShape src_shape; TensorShape weights_shape; TensorShape bias_shape; TensorShape dst_shape; bool transpose_weights; bool are_weights_reshaped; }; template using FullyConnectedLayerDataset = GenericDataset; class SmallFullyConnectedLayerDataset final : public FullyConnectedLayerDataset<5> { public: SmallFullyConnectedLayerDataset() : GenericDataset { FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 7U), TensorShape(315U, 271U), TensorShape(271U), TensorShape(271U), true, false }, FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 7U, 3U), TensorShape(315U, 271U), TensorShape(271U), TensorShape(271U, 3U), true, false }, FullyConnectedLayerDataObject{ TensorShape(201U), TensorShape(201U, 529U), TensorShape(529U), TensorShape(529U), true, false }, FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 7U), TensorShape(315U, 271U), TensorShape(271U), TensorShape(271U), true, true }, FullyConnectedLayerDataObject{ TensorShape(201U), TensorShape(201U, 529U), TensorShape(529U), TensorShape(529U), true, true }, } { } ~SmallFullyConnectedLayerDataset() = default; }; class LargeFullyConnectedLayerDataset final : public FullyConnectedLayerDataset<5> { public: LargeFullyConnectedLayerDataset() : GenericDataset { FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 257U), TensorShape(11565U, 2123U), TensorShape(2123U), TensorShape(2123U), true, false }, FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 257U, 2U), TensorShape(11565U, 2123U), TensorShape(2123U), TensorShape(2123U, 2U), true, false }, FullyConnectedLayerDataObject{ TensorShape(3127U), TensorShape(3127U, 989U), TensorShape(989U), TensorShape(989U), true, false }, FullyConnectedLayerDataObject{ TensorShape(9U, 5U, 257U), TensorShape(11565U, 2123U), TensorShape(2123U), TensorShape(2123U), true, true }, FullyConnectedLayerDataObject{ TensorShape(3127U), TensorShape(3127U, 989U), TensorShape(989U), TensorShape(989U), true, true }, } { } ~LargeFullyConnectedLayerDataset() = default; }; class AlexNetFullyConnectedLayerDataset final : public FullyConnectedLayerDataset<3> { public: AlexNetFullyConnectedLayerDataset() : GenericDataset { FullyConnectedLayerDataObject{ TensorShape(6U, 6U, 256U), TensorShape(9216U, 4096U), TensorShape(4096U), TensorShape(4096U), true }, FullyConnectedLayerDataObject{ TensorShape(4096U), TensorShape(4096U, 4096U), TensorShape(4096U), TensorShape(4096U), true }, FullyConnectedLayerDataObject{ TensorShape(4096U), TensorShape(4096U, 1000U), TensorShape(1000U), TensorShape(1000U), true }, } { } ~AlexNetFullyConnectedLayerDataset() = default; }; class LeNet5FullyConnectedLayerDataset final : public FullyConnectedLayerDataset<2> { public: LeNet5FullyConnectedLayerDataset() : GenericDataset { FullyConnectedLayerDataObject{ TensorShape(4U, 4U, 50U), TensorShape(800U, 500U), TensorShape(500U), TensorShape(500U) }, FullyConnectedLayerDataObject{ TensorShape(500U), TensorShape(500U, 10U), TensorShape(10U), TensorShape(10U) }, } { } ~LeNet5FullyConnectedLayerDataset() = default; }; class GoogLeNetFullyConnectedLayerDataset final : public FullyConnectedLayerDataset<1> { public: GoogLeNetFullyConnectedLayerDataset() : GenericDataset { FullyConnectedLayerDataObject{ TensorShape(1024U), TensorShape(1024U, 1000U), TensorShape(1000U), TensorShape(1000U), true }, } { } ~GoogLeNetFullyConnectedLayerDataset() = default; }; } // namespace test } // namespace arm_compute #endif /* __ARM_COMPUTE_TEST_DATASET_FULLY_CONNECTED_LAYER_DATASET_H__ */