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author | Gunes Bayir <gunes.bayir@arm.com> | 2022-11-21 21:46:50 +0000 |
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committer | Gunes Bayir <gunes.bayir@arm.com> | 2022-11-28 15:02:59 +0000 |
commit | 7dc0234331f2150a6b4ac5c2b49de419870f7cf5 (patch) | |
tree | 4e514ce8dd98f022fcbde32ca756ddda375cab8c /arm_compute/dynamic_fusion/sketch/attributes | |
parent | 5d01681fe9aa8a04bd5431db9b2866b8d538dbae (diff) | |
download | ComputeLibrary-7dc0234331f2150a6b4ac5c2b49de419870f7cf5.tar.gz |
Implement FP32/16 Depthwise Conv2d operator in dynamic fusion
This patch adds Depthwise Conv2d operator into dynamic fusion interface and adds the associated tests.
Resolves: COMPMID-5517
Change-Id: I385c94dff7fd40c72b8337ef797e508df4499a82
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8678
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/dynamic_fusion/sketch/attributes')
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h | 75 |
1 files changed, 75 insertions, 0 deletions
diff --git a/arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h b/arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h new file mode 100644 index 0000000000..6d05e9e4d6 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h @@ -0,0 +1,75 @@ +/* + * Copyright (c) 2022 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_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_DEPTHWISECONV2DATTRIBUTES +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_DEPTHWISECONV2DATTRIBUTES + +#include "arm_compute/core/Size2D.h" +#include "arm_compute/core/Types.h" +#include <cstdint> + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Attributes are backend-agnostic parameters (in addition to the input/output tensors) of an operator. + */ + +/** Depthwise Conv2d attributes */ +class DepthwiseConv2dAttributes +{ +public: + /** Set padding */ + DepthwiseConv2dAttributes &pad(const Padding2D &pad); + /** Get padding */ + Padding2D pad() const; + /** Set stride */ + DepthwiseConv2dAttributes &stride(const Size2D &stride); + /** Get stride */ + Size2D stride() const; + /** Set dilation */ + DepthwiseConv2dAttributes &dilation(const Size2D &dilation); + /** Get dilation */ + Size2D dilation() const; + /** Set depth multiplier */ + DepthwiseConv2dAttributes &depth_multiplier(const uint32_t &depth_multiplier); + /** Get depth multiplier */ + uint32_t depth_multiplier() const; + /** Set Dimension rounding type */ + DepthwiseConv2dAttributes &dimension_rounding_type(const DimensionRoundingType &dimension_rounding_type); + /** Get Dimension rounding type */ + DimensionRoundingType dimension_rounding_type() const; + +private: + Padding2D _pad{}; /**< Padding */ + Size2D _stride{ 1U, 1U }; /**< Stride */ + Size2D _dilation{ 1U, 1U }; /**< Dilation */ + uint32_t _depth_multiplier{ 1U }; /**< Depth multiplier */ + DimensionRoundingType _dimension_rounding_type{ DimensionRoundingType::FLOOR }; /**< Dimension rounding type */ +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_DEPTHWISECONV2DATTRIBUTES */ |