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Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h')
| -rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h | 174 |
1 files changed, 174 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h new file mode 100644 index 0000000000..7526361f1c --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h @@ -0,0 +1,174 @@ +/* + * Copyright (c) 2022-2024 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 ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D_H +#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D_H + +#include "arm_compute/core/Error.h" + +#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" + +#include <memory> + +namespace arm_compute +{ +/** Forward declaration */ +class ITensorInfo; +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +template <typename T> +class ArgumentPack; +class DepthwiseConv2dAttributes; + +/** Forward declaration */ +class GpuCkwDepthwiseConv2d; + +/** Component specific settings + */ +class ClComponentDepthwiseConv2dSettings +{ +public: + /** Set export_input_to_cl_image flag */ + ClComponentDepthwiseConv2dSettings &export_input_to_cl_image(bool cl_image); + /** Get export_input_to_cl_image flag */ + bool export_input_to_cl_image() const; + + /** Set export_weights_to_cl_image flag */ + ClComponentDepthwiseConv2dSettings &export_weights_to_cl_image(bool cl_image); + /** Get export_weights_to_cl_image flag */ + bool export_weights_to_cl_image() const; + + /** Set fast_relaxed_math flag */ + ClComponentDepthwiseConv2dSettings &fast_relaxed_math(bool fast_relaxed_math); + /** Get fast_relaxed_math flag */ + bool fast_relaxed_math() const; + + /** Set is_fma_available flag */ + ClComponentDepthwiseConv2dSettings &is_fma_available(bool is_fma_available); + /** Get is_fma_available flag */ + bool is_fma_available() const; + + /** Set N0: number of columns processed by each thread */ + ClComponentDepthwiseConv2dSettings &n0(unsigned int n0); + /** Get N0: number of columns processed by each thread */ + unsigned int n0() const; + + /** Set M0: number of rows processed by each thread */ + ClComponentDepthwiseConv2dSettings &m0(unsigned int m0); + /** Set M0: number of rows processed by each thread */ + unsigned int m0() const; + +private: + bool _export_input_to_cl_image{false}; /**< Export input to cl_image */ + bool _export_weights_to_cl_image{false}; /**< Export the weights to cl_image */ + bool _fast_relaxed_math{true}; /**< Enable/disable -cl-fast-relaxed-math flag */ + bool _is_fma_available{false}; /**< Is fma instruction available */ + unsigned int _n0{0}; /**< Number of columns processed by each thread */ + unsigned int _m0{0}; /**< Number of rows processed by each thread */ +}; + +/** Forward declaration */ +class ClTemplateDepthwiseConv2d; + +class ClComponentDepthwiseConv2d final : public IGpuKernelComponent +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what a component does */ + using Attributes = DepthwiseConv2dAttributes; + /** Settings are a set of backend-specific parameters that influence the implementation of a component */ + using Settings = ClComponentDepthwiseConv2dSettings; + +public: + /** Validate the component + * + * @param[in] properties Component properties @ref Properties + * @param[in,out] tensors Tensor arguments to the component + * @param[in] attributes Component attributes @ref Attributes + * @param[in] settings Component settings @ref Settings + * + * @return Status Validation results + * + * Tensor argument names: + * - ACL_SRC_0: Input + * - ACL_SRC_1: Weight + * - ACL_SRC_2: Bias (Optional) + * - ACL_DST_0: Output + * + * Tensor argument constness: + * - ACL_SRC_0: Const + * - ACL_SRC_1: Const + * - ACL_SRC_2: Const + * - ACL_DST_0: Const + * + * Valid data layouts: + * - NHWC + * + * Valid data type configurations: + * |ACL_SRC_0 |ACL_SRC_1 |ACL_SRC_2 |ACL_DST_0 | + * |:--------------|:--------------|:--------------|:--------------| + * |F16 |F16 |F16 |F16 | + * |F32 |F32 |F32 |F32 | + */ + static Status validate(const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Constructor + * + * Similar to @ref ClComponentDepthwiseConv2d::validate() + */ + ClComponentDepthwiseConv2d(ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Destructor */ + ~ClComponentDepthwiseConv2d() override; + /** Prevent instances of this class from being copy constructed */ + ClComponentDepthwiseConv2d(const ClComponentDepthwiseConv2d &component) = delete; + /** Prevent instances of this class from being copied */ + ClComponentDepthwiseConv2d &operator=(const ClComponentDepthwiseConv2d &component) = delete; + /** Allow instances of this class to be move constructed */ + ClComponentDepthwiseConv2d(ClComponentDepthwiseConv2d &&component) = default; + /** Allow instances of this class to be moved */ + ClComponentDepthwiseConv2d &operator=(ClComponentDepthwiseConv2d &&component) = default; + /** Get writer for the component */ + const IGpuCkwComponentDriver *ckw_component_driver() const override; + /** Get component type */ + GpuComponentType type() const override + { + return GpuComponentType::Complex; + } + +private: + std::unique_ptr<GpuCkwDepthwiseConv2d> _component_writer; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D_H |