diff options
author | Giorgio Arena <giorgio.arena@arm.com> | 2017-08-01 16:09:33 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 93a690edc48ad78cc9d7a580638475c6e77b32c2 (patch) | |
tree | e1f6e4a366b375b6737e13220f3c970610101bff /tests/datasets_new | |
parent | d854d6e8271e71ed7439c20a1fb4d2a9aecb96a8 (diff) | |
download | ComputeLibrary-93a690edc48ad78cc9d7a580638475c6e77b32c2.tar.gz |
COMPMID-452 CL Depthwise Separable Convolution Layer kernel implementation, validation and benchmarking for 3x3xC depthwise filter and DataType::F32.
Change-Id: I95c0c87709763cdbf58d0de66025eac86e30791b
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82768
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Steven Niu <steven.niu@arm.com>
Diffstat (limited to 'tests/datasets_new')
6 files changed, 508 insertions, 0 deletions
diff --git a/tests/datasets_new/DepthwiseConvolutionDataset.h b/tests/datasets_new/DepthwiseConvolutionDataset.h new file mode 100644 index 0000000000..93da37532f --- /dev/null +++ b/tests/datasets_new/DepthwiseConvolutionDataset.h @@ -0,0 +1,119 @@ +/* + * 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_DEPTHWISE_CONVOLUTION_DATASET +#define ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_DATASET + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class DepthwiseConvolutionDataset +{ +public: + using type = std::tuple<TensorShape, TensorShape, TensorShape, PadStrideInfo>; + + struct iterator + { + iterator(std::vector<TensorShape>::const_iterator src_it, + std::vector<TensorShape>::const_iterator weights_it, + std::vector<TensorShape>::const_iterator dst_it, + std::vector<PadStrideInfo>::const_iterator infos_it) + : _src_it{ std::move(src_it) }, + _weights_it{ std::move(weights_it) }, + _dst_it{ std::move(dst_it) }, + _infos_it{ std::move(infos_it) } + { + } + + std::string description() const + { + std::stringstream description; + description << "In=" << *_src_it << ":"; + description << "Weights=" << *_weights_it << ":"; + description << "Out=" << *_dst_it << ":"; + description << "Info=" << *_infos_it; + return description.str(); + } + + DepthwiseConvolutionDataset::type operator*() const + { + return std::make_tuple(*_src_it, *_weights_it, *_dst_it, *_infos_it); + } + + iterator &operator++() + { + ++_src_it; + ++_weights_it; + ++_dst_it; + ++_infos_it; + + return *this; + } + + private: + std::vector<TensorShape>::const_iterator _src_it; + std::vector<TensorShape>::const_iterator _weights_it; + std::vector<TensorShape>::const_iterator _dst_it; + std::vector<PadStrideInfo>::const_iterator _infos_it; + }; + + iterator begin() const + { + return iterator(_src_shapes.begin(), _weight_shapes.begin(), _dst_shapes.begin(), _infos.begin()); + } + + int size() const + { + return std::min(_src_shapes.size(), std::min(_weight_shapes.size(), std::min(_dst_shapes.size(), _infos.size()))); + } + + void add_config(TensorShape src, TensorShape weights, TensorShape dst, PadStrideInfo info) + { + _src_shapes.emplace_back(std::move(src)); + _weight_shapes.emplace_back(std::move(weights)); + _dst_shapes.emplace_back(std::move(dst)); + _infos.emplace_back(std::move(info)); + } + +protected: + DepthwiseConvolutionDataset() = default; + DepthwiseConvolutionDataset(DepthwiseConvolutionDataset &&) = default; + +private: + std::vector<TensorShape> _src_shapes{}; + std::vector<TensorShape> _weight_shapes{}; + std::vector<TensorShape> _dst_shapes{}; + std::vector<PadStrideInfo> _infos{}; +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_DATASET */ diff --git a/tests/datasets_new/DepthwiseSeparableConvolutionLayerDataset.h b/tests/datasets_new/DepthwiseSeparableConvolutionLayerDataset.h new file mode 100644 index 0000000000..b60002c844 --- /dev/null +++ b/tests/datasets_new/DepthwiseSeparableConvolutionLayerDataset.h @@ -0,0 +1,149 @@ +/* + * 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_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET +#define ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class DepthwiseSeparableConvolutionLayerDataset +{ +public: + using type = std::tuple<TensorShape, TensorShape, TensorShape, TensorShape, TensorShape, TensorShape, PadStrideInfo, PadStrideInfo>; + + struct iterator + { + iterator(std::vector<TensorShape>::const_iterator src_it, + std::vector<TensorShape>::const_iterator filter_it, + std::vector<TensorShape>::const_iterator depthwise_out_it, + std::vector<TensorShape>::const_iterator weights_it, + std::vector<TensorShape>::const_iterator biases_it, + std::vector<TensorShape>::const_iterator dst_it, + std::vector<PadStrideInfo>::const_iterator depthwise_infos_it, + std::vector<PadStrideInfo>::const_iterator pointwise_infos_it) + : _src_it{ std::move(src_it) }, + _filter_it{ std::move(filter_it) }, + _depthwise_out_it{ std::move(depthwise_out_it) }, + _weights_it{ std::move(weights_it) }, + _biases_it{ std::move(biases_it) }, + _dst_it{ std::move(dst_it) }, + _depthwise_infos_it{ std::move(depthwise_infos_it) }, + _pointwise_infos_it{ std::move(pointwise_infos_it) } + { + } + + std::string description() const + { + std::stringstream description; + description << "In=" << *_src_it << ":"; + description << "Filter=" << *_filter_it << ":"; + description << "Depthwise Out=" << *_depthwise_out_it << ":"; + description << "Weights=" << *_weights_it << ":"; + description << "Biases=" << *_biases_it << ":"; + description << "Out=" << *_dst_it << ":"; + description << "Depthwise Info=" << *_depthwise_infos_it; + description << "Pointwise Info=" << *_pointwise_infos_it; + return description.str(); + } + + DepthwiseSeparableConvolutionLayerDataset::type operator*() const + { + return std::make_tuple(*_src_it, *_filter_it, *_depthwise_out_it, *_weights_it, *_biases_it, *_dst_it, *_depthwise_infos_it, *_pointwise_infos_it); + } + + iterator &operator++() + { + ++_src_it; + ++_filter_it; + ++_depthwise_out_it; + ++_weights_it; + ++_biases_it; + ++_dst_it; + ++_depthwise_infos_it; + ++_pointwise_infos_it; + + return *this; + } + + private: + std::vector<TensorShape>::const_iterator _src_it; + std::vector<TensorShape>::const_iterator _filter_it; + std::vector<TensorShape>::const_iterator _depthwise_out_it; + std::vector<TensorShape>::const_iterator _weights_it; + std::vector<TensorShape>::const_iterator _biases_it; + std::vector<TensorShape>::const_iterator _dst_it; + std::vector<PadStrideInfo>::const_iterator _depthwise_infos_it; + std::vector<PadStrideInfo>::const_iterator _pointwise_infos_it; + }; + + iterator begin() const + { + return iterator(_src_shapes.begin(), _filter_shapes.begin(), _depthwise_out_shapes.begin(), _weight_shapes.begin(), _bias_shapes.begin(), _dst_shapes.begin(), _depthwise_infos.begin(), + _pointwise_infos.begin()); + } + + int size() const + { + return std::min(_src_shapes.size(), std::min(_filter_shapes.size(), std::min(_depthwise_out_shapes.size(), std::min(_weight_shapes.size(), std::min(_bias_shapes.size(), std::min(_dst_shapes.size(), + std::min(_depthwise_infos.size(), _pointwise_infos.size()))))))); + } + + void add_config(TensorShape src, TensorShape filter, TensorShape depthwise_out, TensorShape weights, TensorShape biases, TensorShape dst, PadStrideInfo depthwise_info, PadStrideInfo pointwise_info) + { + _src_shapes.emplace_back(std::move(src)); + _filter_shapes.emplace_back(std::move(filter)); + _depthwise_out_shapes.emplace_back(std::move(depthwise_out)); + _weight_shapes.emplace_back(std::move(weights)); + _bias_shapes.emplace_back(std::move(biases)); + _dst_shapes.emplace_back(std::move(dst)); + _depthwise_infos.emplace_back(std::move(depthwise_info)); + _pointwise_infos.emplace_back(std::move(pointwise_info)); + } + +protected: + DepthwiseSeparableConvolutionLayerDataset() = default; + DepthwiseSeparableConvolutionLayerDataset(DepthwiseSeparableConvolutionLayerDataset &&) = default; + +private: + std::vector<TensorShape> _src_shapes{}; + std::vector<TensorShape> _filter_shapes{}; + std::vector<TensorShape> _depthwise_out_shapes{}; + std::vector<TensorShape> _weight_shapes{}; + std::vector<TensorShape> _bias_shapes{}; + std::vector<TensorShape> _dst_shapes{}; + std::vector<PadStrideInfo> _depthwise_infos{}; + std::vector<PadStrideInfo> _pointwise_infos{}; +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET */ diff --git a/tests/datasets_new/LargeDepthwiseConvolutionDataset.h b/tests/datasets_new/LargeDepthwiseConvolutionDataset.h new file mode 100644 index 0000000000..8fd87f780d --- /dev/null +++ b/tests/datasets_new/LargeDepthwiseConvolutionDataset.h @@ -0,0 +1,56 @@ +/* + * 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_LARGE_DEPTHWISE_CONVOLUTION_DATASET +#define ARM_COMPUTE_TEST_LARGE_DEPTHWISE_CONVOLUTION_DATASET + +#include "tests/datasets_new/DepthwiseConvolutionDataset.h" + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class LargeDepthwiseConvolutionDataset final : public DepthwiseConvolutionDataset +{ +public: + LargeDepthwiseConvolutionDataset() + { + add_config(TensorShape(233U, 277U, 55U), TensorShape(3U, 3U, 55U), TensorShape(116U, 275U, 55U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(333U, 277U, 77U), TensorShape(3U, 3U, 77U), TensorShape(111U, 138U, 77U), PadStrideInfo(3, 2, 1, 0)); + add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(177U, 156U, 22U), PadStrideInfo(1, 2, 1, 1)); + add_config(TensorShape(233U, 277U, 55U), TensorShape(3U, 3U, 55U), TensorShape(231U, 138U, 55U), PadStrideInfo(1, 2, 0, 0)); + add_config(TensorShape(333U, 277U, 77U), TensorShape(3U, 3U, 77U), TensorShape(166U, 93U, 77U), PadStrideInfo(2, 3, 0, 1)); + add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(89U, 311U, 22U), PadStrideInfo(2, 1, 1, 1)); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_LARGE_DEPTHWISE_CONVOLUTION_DATASET */ diff --git a/tests/datasets_new/MobileNetDepthwiseConvolutionDataset.h b/tests/datasets_new/MobileNetDepthwiseConvolutionDataset.h new file mode 100644 index 0000000000..377bee6665 --- /dev/null +++ b/tests/datasets_new/MobileNetDepthwiseConvolutionDataset.h @@ -0,0 +1,58 @@ +/* + * 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_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET +#define ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET + +#include "tests/datasets_new/DepthwiseConvolutionDataset.h" + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class MobileNetDepthwiseConvolutionDataset final : public DepthwiseConvolutionDataset +{ +public: + MobileNetDepthwiseConvolutionDataset() + { + add_config(TensorShape(7U, 7U, 1024U), TensorShape(3U, 3U, 1024U), TensorShape(3U, 3U, 1024U), PadStrideInfo(2, 2, 1, 1)); + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(7U, 7U, 512U), PadStrideInfo(2, 2, 1, 1)); + add_config(TensorShape(28U, 28U, 256U), TensorShape(3U, 3U, 256U), TensorShape(14U, 14U, 256U), PadStrideInfo(2, 2, 1, 1)); + add_config(TensorShape(28U, 28U, 256U), TensorShape(3U, 3U, 256U), TensorShape(28U, 28U, 256U), PadStrideInfo(1, 1, 1, 1)); + add_config(TensorShape(56U, 56U, 128U), TensorShape(3U, 3U, 128U), TensorShape(28U, 28U, 128U), PadStrideInfo(2, 2, 1, 1)); + add_config(TensorShape(56U, 56U, 128U), TensorShape(3U, 3U, 128U), TensorShape(56U, 56U, 128U), PadStrideInfo(1, 1, 1, 1)); + add_config(TensorShape(112U, 112U, 64U), TensorShape(3U, 3U, 64U), TensorShape(56U, 56U, 64U), PadStrideInfo(2, 2, 1, 1)); + add_config(TensorShape(112U, 112U, 32U), TensorShape(3U, 3U, 32U), TensorShape(112U, 112U, 32U), PadStrideInfo(1, 1, 1, 1)); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET */ diff --git a/tests/datasets_new/MobileNetDepthwiseSeparableConvolutionLayerDataset.h b/tests/datasets_new/MobileNetDepthwiseSeparableConvolutionLayerDataset.h new file mode 100644 index 0000000000..d0d3bb3351 --- /dev/null +++ b/tests/datasets_new/MobileNetDepthwiseSeparableConvolutionLayerDataset.h @@ -0,0 +1,70 @@ +/* + * 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_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET +#define ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET + +#include "tests/datasets_new/DepthwiseSeparableConvolutionLayerDataset.h" + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class MobileNetDepthwiseSeparableConvolutionLayerDataset final : public DepthwiseSeparableConvolutionLayerDataset +{ +public: + MobileNetDepthwiseSeparableConvolutionLayerDataset() + { + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), PadStrideInfo(1, 1, 1, + 1, + DimensionRoundingType::FLOOR), + PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), PadStrideInfo(1, 1, 1, + 1, + DimensionRoundingType::FLOOR), + PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), PadStrideInfo(1, 1, 1, + 1, + DimensionRoundingType::FLOOR), + PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), PadStrideInfo(1, 1, 1, + 1, + DimensionRoundingType::FLOOR), + PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); + add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), PadStrideInfo(1, 1, 1, + 1, + DimensionRoundingType::FLOOR), + PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET */ diff --git a/tests/datasets_new/SmallDepthwiseConvolutionDataset.h b/tests/datasets_new/SmallDepthwiseConvolutionDataset.h new file mode 100644 index 0000000000..364673a256 --- /dev/null +++ b/tests/datasets_new/SmallDepthwiseConvolutionDataset.h @@ -0,0 +1,56 @@ +/* + * 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_SMALL_DEPTHWISE_CONVOLUTION_DATASET +#define ARM_COMPUTE_TEST_SMALL_DEPTHWISE_CONVOLUTION_DATASET + +#include "tests/datasets_new/DepthwiseConvolutionDataset.h" + +#include "tests/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class SmallDepthwiseConvolutionDataset final : public DepthwiseConvolutionDataset +{ +public: + SmallDepthwiseConvolutionDataset() + { + add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 3U, 5U), TensorShape(11U, 25U, 5U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(33U, 27U, 7U), TensorShape(3U, 3U, 7U), TensorShape(11U, 13U, 7U), PadStrideInfo(3, 2, 1, 0)); + add_config(TensorShape(17U, 31U, 2U), TensorShape(3U, 3U, 2U), TensorShape(17U, 16U, 2U), PadStrideInfo(1, 2, 1, 1)); + add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 3U, 5U), TensorShape(21U, 13U, 5U), PadStrideInfo(1, 2, 0, 0)); + add_config(TensorShape(33U, 27U, 7U), TensorShape(3U, 3U, 7U), TensorShape(16U, 9U, 7U), PadStrideInfo(2, 3, 0, 1)); + add_config(TensorShape(17U, 31U, 2U), TensorShape(3U, 3U, 2U), TensorShape(9U, 31U, 2U), PadStrideInfo(2, 1, 1, 1)); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_SMALL_DEPTHWISE_CONVOLUTION_DATASET */ |