1 /* 2 * Copyright (c) 2022 Arm Limited. 3 * 4 * SPDX-License-Identifier: MIT 5 * 6 * Permission is hereby granted, free of charge, to any person obtaining a copy 7 * of this software and associated documentation files (the "Software"), to 8 * deal in the Software without restriction, including without limitation the 9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10 * sell copies of the Software, and to permit persons to whom the Software is 11 * furnished to do so, subject to the following conditions: 12 * 13 * The above copyright notice and this permission notice shall be included in all 14 * copies or substantial portions of the Software. 15 * 16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22 * SOFTWARE. 23 */ 24 #ifndef SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D 25 #define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D 26 27 #include "arm_compute/core/Error.h" 28 #include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" 29 #include <memory> 30 31 namespace arm_compute 32 { 33 /** Forward declaration */ 34 class ITensorInfo; 35 namespace experimental 36 { 37 namespace dynamic_fusion 38 { 39 /** Forward declaration */ 40 template <typename T> 41 class ArgumentPack; 42 class DepthwiseConv2dAttributes; 43 44 /** Component specific settings 45 */ 46 class ClComponentDepthwiseConv2dSettings 47 { 48 public: 49 /** Set export_input_to_cl_image flag */ 50 ClComponentDepthwiseConv2dSettings &export_input_to_cl_image(bool cl_image); 51 /** Get export_input_to_cl_image flag */ 52 bool export_input_to_cl_image() const; 53 54 /** Set export_weights_to_cl_image flag */ 55 ClComponentDepthwiseConv2dSettings &export_weights_to_cl_image(bool cl_image); 56 /** Get export_weights_to_cl_image flag */ 57 bool export_weights_to_cl_image() const; 58 59 /** Set fast_relaxed_math flag */ 60 ClComponentDepthwiseConv2dSettings &fast_relaxed_math(bool fast_relaxed_math); 61 /** Get fast_relaxed_math flag */ 62 bool fast_relaxed_math() const; 63 64 /** Set is_fma_available flag */ 65 ClComponentDepthwiseConv2dSettings &is_fma_available(bool is_fma_available); 66 /** Get is_fma_available flag */ 67 bool is_fma_available() const; 68 69 /** Set N0: number of columns processed by each thread */ 70 ClComponentDepthwiseConv2dSettings &n0(unsigned int n0); 71 /** Get N0: number of columns processed by each thread */ 72 unsigned int n0() const; 73 74 /** Set M0: number of rows processed by each thread */ 75 ClComponentDepthwiseConv2dSettings &m0(unsigned int m0); 76 /** Set M0: number of rows processed by each thread */ 77 unsigned int m0() const; 78 79 private: 80 bool _export_input_to_cl_image{ false }; /**< Export input to cl_image */ 81 bool _export_weights_to_cl_image{ false }; /**< Export the weights to cl_image */ 82 bool _fast_relaxed_math{ true }; /**< Enable/disable -cl-fast-relaxed-math flag */ 83 bool _is_fma_available{ false }; /**< Is fma instruction available */ 84 unsigned int _n0{ 0 }; /**< Number of columns processed by each thread */ 85 unsigned int _m0{ 0 }; /**< Number of rows processed by each thread */ 86 }; 87 88 /** Forward declaration */ 89 class ClTemplateDepthwiseConv2d; 90 91 class ClComponentDepthwiseConv2d final : public IGpuKernelComponent 92 { 93 public: 94 /** Attributes are a set of backend-agnostic parameters that define what a component does */ 95 using Attributes = DepthwiseConv2dAttributes; 96 /** Settings are a set of backend-specific parameters that influence the implementation of a component */ 97 using Settings = ClComponentDepthwiseConv2dSettings; 98 99 public: 100 /** Validate the component 101 * 102 * @param[in] properties Component properties @ref Properties 103 * @param[in,out] tensors Tensor arguments to the component 104 * @param[in] attributes Component attributes @ref Attributes 105 * @param[in] settings Component settings @ref Settings 106 * 107 * @return Status Validation results 108 * 109 * Tensor argument names: 110 * - ACL_SRC_0: Input 111 * - ACL_SRC_1: Weight 112 * - ACL_SRC_2: Bias (Optional) 113 * - ACL_DST_0: Output 114 * 115 * Tensor argument constness: 116 * - ACL_SRC_0: Const 117 * - ACL_SRC_1: Const 118 * - ACL_SRC_2: Const 119 * - ACL_DST_0: Const 120 * 121 * Valid data layouts: 122 * - NHWC 123 * 124 * Valid data type configurations: 125 * |ACL_SRC_0 |ACL_SRC_1 |ACL_SRC_2 |ACL_DST_0 | 126 * |:--------------|:--------------|:--------------|:--------------| 127 * |F16 |F16 |F16 |F16 | 128 * |F32 |F32 |F32 |F32 | 129 */ 130 static Status validate( 131 const Properties &properties, 132 const ArgumentPack<ITensorInfo> &tensors, 133 const Attributes &attributes, 134 const Settings &settings); 135 136 /** Constructor 137 * 138 * Similar to @ref ClComponentDepthwiseConv2d::validate() 139 */ 140 ClComponentDepthwiseConv2d( 141 ComponentId id, 142 const Properties &properties, 143 const ArgumentPack<ITensorInfo> &tensors, 144 const Attributes &attributes, 145 const Settings &settings); 146 147 /** Destructor */ 148 ~ClComponentDepthwiseConv2d() override; 149 /** Prevent instances of this class from being copy constructed */ 150 ClComponentDepthwiseConv2d(const ClComponentDepthwiseConv2d &component) = delete; 151 /** Prevent instances of this class from being copied */ 152 ClComponentDepthwiseConv2d &operator=(const ClComponentDepthwiseConv2d &component) = delete; 153 /** Allow instances of this class to be move constructed */ 154 ClComponentDepthwiseConv2d(ClComponentDepthwiseConv2d &&component) = default; 155 /** Allow instances of this class to be moved */ 156 ClComponentDepthwiseConv2d &operator=(ClComponentDepthwiseConv2d &&component) = default; 157 /** Get template writer for the component */ 158 const IGpuTemplateComponentWriter *template_writer() const override; 159 /** Get component type */ type()160 GpuComponentType type() const override 161 { 162 return GpuComponentType::Complex; 163 } 164 165 private: 166 std::unique_ptr<ClTemplateDepthwiseConv2d> _component_writer; 167 }; 168 } // namespace dynamic_fusion 169 } // namespace experimental 170 } // namespace arm_compute 171 #endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDEPTHWISECONV2D */ 172