| /* | |
| * Copyright (c) 2018-2020 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_OUTPUT_TRANSFORM_DATASET | |
| #define ARM_COMPUTE_TEST_WINOGRAD_OUTPUT_TRANSFORM_DATASET | |
| #include "utils/TypePrinter.h" | |
| #include "arm_compute/core/TensorShape.h" | |
| namespace arm_compute | |
| { | |
| namespace test | |
| { | |
| namespace datasets | |
| { | |
| class WinogradOutputTransformDataset | |
| { | |
| public: | |
| using type = std::tuple<TensorShape, WinogradInfo>; | |
| struct iterator | |
| { | |
| iterator(std::vector<TensorShape>::const_iterator a_it, | |
| std::vector<WinogradInfo>::const_iterator info_it) | |
| : _a_it{ std::move(a_it) }, | |
| _info_it{ std::move(info_it) } | |
| { | |
| } | |
| std::string description() const | |
| { | |
| std::stringstream description; | |
| description << "Input=" << *_a_it << ":"; | |
| description << "WinogradInfo=" << *_info_it << ":"; | |
| return description.str(); | |
| } | |
| WinogradOutputTransformDataset::type operator*() const | |
| { | |
| return std::make_tuple(*_a_it, *_info_it); | |
| } | |
| iterator &operator++() | |
| { | |
| ++_a_it; | |
| ++_info_it; | |
| return *this; | |
| } | |
| private: | |
| std::vector<TensorShape>::const_iterator _a_it; | |
| std::vector<WinogradInfo>::const_iterator _info_it; | |
| }; | |
| iterator begin() const | |
| { | |
| return iterator(_a_shapes.begin(), _info.begin()); | |
| } | |
| int size() const | |
| { | |
| return std::min(_a_shapes.size(), _info.size()); | |
| } | |
| void add_config(TensorShape a, WinogradInfo b) | |
| { | |
| _a_shapes.emplace_back(std::move(a)); | |
| _info.emplace_back(std::move(b)); | |
| } | |
| protected: | |
| WinogradOutputTransformDataset() = default; | |
| WinogradOutputTransformDataset(WinogradOutputTransformDataset &&) = default; | |
| private: | |
| std::vector<TensorShape> _a_shapes{}; | |
| std::vector<WinogradInfo> _info{}; | |
| }; | |
| class SmallWinogradOutputTransformDatasetNCHW final : public WinogradOutputTransformDataset | |
| { | |
| public: | |
| SmallWinogradOutputTransformDatasetNCHW() | |
| { | |
| // (2x2, 3x3) | |
| add_config(TensorShape(13U, 6U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 20U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(1U, 442U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 12U, 16U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 49U, 16U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| // (4x4, 3x3) | |
| add_config(TensorShape(13U, 4U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(10U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 6U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 117U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 4U, 36U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 16U, 36U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 12U, 16U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (2x1, 3x1) | |
| add_config(TensorShape(13U, 18U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 44U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(1U, 891U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 30U, 4U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 98U, 4U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| // (1x2, 1x3) | |
| add_config(TensorShape(13U, 14U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 50U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(1U, 901U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 32U, 4U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 98U, 4U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| // (4x1, 3x1) | |
| add_config(TensorShape(13U, 12U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 22U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(1U, 462U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 20U, 6U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 56U, 6U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| // (1x4, 1x3) | |
| add_config(TensorShape(13U, 7U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 30U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(1U, 477U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 16U, 6U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 56U, 6U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| // (4x4, 5x5) | |
| add_config(TensorShape(13U, 1U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 4U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(5U, 104U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 2U, 64U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 9U, 64U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 2U, 64U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (4x1, 5x1) | |
| add_config(TensorShape(13U, 6U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 22U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(5U, 462U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 10U, 8U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 42U, 8U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 20U, 8U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); | |
| // (1x4, 1x5) | |
| add_config(TensorShape(13U, 7U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 20U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(5U, 477U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 16U, 8U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(24U, 42U, 8U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(7U, 24U, 8U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); | |
| } | |
| }; | |
| class SmallWinogradOutputTransformDatasetNHWC_F16 : public WinogradOutputTransformDataset | |
| { | |
| public: | |
| SmallWinogradOutputTransformDatasetNHWC_F16() | |
| { | |
| // (4x1, 3x1) | |
| add_config(TensorShape(1U, 12U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 22U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(1U, 462U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 20U, 6U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(24U, 56U, 6U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| // (1x4, 1x3) | |
| add_config(TensorShape(1U, 7U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 30U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(1U, 477U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 16U, 6U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(24U, 56U, 6U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| // (4x4, 3x3) | |
| add_config(TensorShape(1U, 4U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(10U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 6U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 117U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 4U, 36U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(24U, 16U, 36U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NHWC)); | |
| // (4x4, 5x5) | |
| add_config(TensorShape(1U, 1U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 4U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 104U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 2U, 64U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 9U, 64U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 2U, 64U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| // (4x1, 5x1) | |
| add_config(TensorShape(1U, 6U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 22U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 462U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 10U, 8U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 42U, 8U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 20U, 8U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| // (1x4, 1x5) | |
| add_config(TensorShape(1U, 7U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(7U, 6U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 20U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 477U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 16U, 8U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 42U, 8U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 24U, 8U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| // (2x1, 7x1) | |
| add_config(TensorShape(1U, 18U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 22U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 858U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(53U, 33U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 10U, 8U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 70U, 8U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 30U, 8U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(8U, 10U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| // (1x2, 1x7) | |
| add_config(TensorShape(1U, 18U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 30U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 848U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 16U, 8U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 70U, 8U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 32U, 8U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| } | |
| }; | |
| class SmallWinogradOutputTransformDatasetNHWC_F32 : public SmallWinogradOutputTransformDatasetNHWC_F16 | |
| { | |
| public: | |
| SmallWinogradOutputTransformDatasetNHWC_F32() | |
| : SmallWinogradOutputTransformDatasetNHWC_F16() | |
| { | |
| // (2x2, 7x7) | |
| add_config(TensorShape(1U, 4U, 64U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 6U, 64U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(10U, 11U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(5U, 360U, 64U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(53U, 33U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 2U, 64U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(16U, 25U, 64U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(7U, 2U, 64U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(8U, 10U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| } | |
| }; | |
| class LargeWinogradOutputTransformDatasetNCHW : public WinogradOutputTransformDataset | |
| { | |
| public: | |
| LargeWinogradOutputTransformDatasetNCHW() | |
| { | |
| // (2x2, 3x3) | |
| add_config(TensorShape(64U, 12544U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3080U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 756U, 16U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 12544U, 16U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3080U, 16U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 756U, 16U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| // (4x4, 3x3) | |
| add_config(TensorShape(64U, 3136U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 784U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 196U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 3136U, 36U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 784U, 36U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 196U, 36U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| // (2x1, 3x1) | |
| add_config(TensorShape(64U, 24976U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 6160U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 1568U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 24753U, 4U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 6050U, 4U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 1512U, 4U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (1x2, 1x3) | |
| add_config(TensorShape(64U, 25088U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 6160U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 1568U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 24864U, 4U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 6048U, 4U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 1512U, 4U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (4x1, 3x1) | |
| add_config(TensorShape(64U, 12488U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3080U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 12488U, 6U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3080U, 6U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 6U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (1x4, 1x3) | |
| add_config(TensorShape(64U, 12544U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3136U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(64U, 12544U, 6U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3024U, 6U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 6U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| // (4x4, 5x5) | |
| add_config(TensorShape(32U, 756U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 182U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 756U, 64U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 182U, 64U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| // (4x1, 5x1) | |
| add_config(TensorShape(32U, 3136U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3024U, 8U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 8U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW)); | |
| // (1x4, 1x5) | |
| add_config(TensorShape(32U, 3136U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| add_config(TensorShape(32U, 3024U, 8U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW)); | |
| add_config(TensorShape(13U, 784U, 8U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW)); | |
| } | |
| }; | |
| class LargeWinogradOutputTransformDatasetNHWC_F16 : public WinogradOutputTransformDataset | |
| { | |
| public: | |
| LargeWinogradOutputTransformDatasetNHWC_F16() | |
| { | |
| // (4x1, 3x1) | |
| add_config(TensorShape(64U, 12488U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3080U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 6U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(64U, 12488U, 6U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3080U, 6U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 6U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| // (1x4, 1x3) | |
| add_config(TensorShape(64U, 12544U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3136U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 6U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(64U, 12544U, 6U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(224U, 223U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3024U, 6U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(112U, 110U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 6U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| // (4x4, 3x3) | |
| add_config(TensorShape(64U, 3136U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 784U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 196U, 36U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(64U, 3136U, 36U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(224U, 224U), PadStrideInfo(1, 1, 1, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 784U, 36U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 196U, 36U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| // (4x4, 5x5) | |
| add_config(TensorShape(32U, 756U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 182U, 64U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 756U, 64U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 182U, 64U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| // (4x1, 5x1) | |
| add_config(TensorShape(32U, 3136U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3024U, 8U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 8U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| // (1x4, 1x5) | |
| add_config(TensorShape(32U, 3136U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 3024U, 8U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 784U, 8U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| // (2x1, 7x1) | |
| add_config(TensorShape(32U, 6160U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 2, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 1456U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 5936U, 8U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 1456U, 8U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(56U, 56U), PadStrideInfo(1, 1, 1, 0), DataLayout::NHWC)); | |
| // (1x2, 1x7) | |
| add_config(TensorShape(32U, 6160U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 2), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 1456U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| add_config(TensorShape(32U, 5936U, 8U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(112U, 112U), PadStrideInfo(1, 1, 0, 0), DataLayout::NHWC)); | |
| add_config(TensorShape(13U, 1456U, 8U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(56U, 56U), PadStrideInfo(1, 1, 0, 1), DataLayout::NHWC)); | |
| } | |
| }; | |
| class LargeWinogradOutputTransformDatasetNHWC_F32 : public LargeWinogradOutputTransformDatasetNHWC_F16 | |
| { | |
| public: | |
| LargeWinogradOutputTransformDatasetNHWC_F32() | |
| : LargeWinogradOutputTransformDatasetNHWC_F16() | |
| { | |
| } | |
| }; | |
| } // namespace datasets | |
| } // namespace test | |
| } // namespace arm_compute | |
| #endif /* ARM_COMPUTE_TEST_WINOGRAD_OUTPUT_TRANSFORM_DATASET */ |