/* * Copyright (c) 2018-2019 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_WINOGRAD_INPUT_TRANSFORM_DATASET #define ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET #include "utils/TypePrinter.h" #include "arm_compute/core/Types.h" namespace arm_compute { namespace test { namespace datasets { class WinogradInputTransformDataset { public: using type = std::tuple; struct iterator { iterator(std::vector::const_iterator in_it, std::vector::const_iterator info_it) : _in_it{ std::move(in_it) }, _info_it{ std::move(info_it) } { } std::string description() const { std::stringstream description; description << "In=" << *_in_it << ":"; description << "WinogradInfo=" << *_info_it; return description.str(); } WinogradInputTransformDataset::type operator*() const { return std::make_tuple(*_in_it, *_info_it); } iterator &operator++() { ++_in_it; ++_info_it; return *this; } private: std::vector::const_iterator _in_it; std::vector::const_iterator _info_it; }; iterator begin() const { return iterator(_in_shapes.begin(), _infos.begin()); } int size() const { return std::min(_in_shapes.size(), _infos.size()); } void add_config(TensorShape in, WinogradInfo info) { _in_shapes.emplace_back(std::move(in)); _infos.emplace_back(std::move(info)); } protected: WinogradInputTransformDataset() = default; WinogradInputTransformDataset(WinogradInputTransformDataset &&) = default; private: std::vector _in_shapes{}; std::vector _infos{}; }; class SmallWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset2x2_3x3() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset2x1_3x1() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset1x2_1x3() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset4x4_3x3() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset4x1_3x1() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset1x4_1x3() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset4x4_5x5() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset4x1_5x1() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset1x4_1x5() { add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset2x2_7x7 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset2x2_7x7() { add_config(TensorShape(27U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 3U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset2x1_7x1 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset2x1_7x1() { add_config(TensorShape(23U, 31U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 31U, 3U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); } }; class SmallWinogradInputTransformDataset1x2_1x7 final : public WinogradInputTransformDataset { public: SmallWinogradInputTransformDataset1x2_1x7() { add_config(TensorShape(23U, 31U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 31U, 3U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset2x2_3x3() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset2x1_3x1() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset1x2_1x3() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset4x4_3x3() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset4x1_3x1() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset1x4_1x3() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset4x4_5x5() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset4x1_5x1() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset1x4_1x5() { add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset1x2_1x7 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset1x2_1x7() { add_config(TensorShape(23U, 31U, 3U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset2x1_7x1 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset2x1_7x1() { add_config(TensorShape(23U, 31U, 3U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; class LargeWinogradInputTransformDataset2x2_7x7 final : public WinogradInputTransformDataset { public: LargeWinogradInputTransformDataset2x2_7x7() { add_config(TensorShape(27U, 13U, 3U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); } }; } // namespace datasets } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET */