| /* |
| * 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 |