SiCong Li | f44bbc5 | 2022-08-29 18:25:51 +0100 | [diff] [blame] | 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_CLCOMPONENTDIRECTCONV2D |
| 25 | #define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDIRECTCONV2D |
| 26 | |
| 27 | #include "arm_compute/core/Error.h" |
Ramy Elgammal | df6a3b0 | 2022-11-30 16:23:10 +0000 | [diff] [blame] | 28 | #include "arm_compute/core/KernelDescriptors.h" |
SiCong Li | f44bbc5 | 2022-08-29 18:25:51 +0100 | [diff] [blame] | 29 | #include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" |
| 30 | #include <memory> |
| 31 | |
| 32 | namespace arm_compute |
| 33 | { |
| 34 | /** Forward declaration */ |
| 35 | class ITensorInfo; |
| 36 | namespace experimental |
| 37 | { |
| 38 | namespace dynamic_fusion |
| 39 | { |
| 40 | /** Forward declaration */ |
| 41 | template <typename T> |
| 42 | class ArgumentPack; |
| 43 | class Conv2dAttributes; |
| 44 | |
| 45 | /** Component specific settings |
| 46 | */ |
| 47 | class ClComponentDirectConv2dSettings |
| 48 | { |
| 49 | public: |
| 50 | /** Set export_to_cl_image flag */ |
| 51 | ClComponentDirectConv2dSettings &export_to_cl_image(bool cl_image); |
| 52 | /** Get export_to_cl_image flag */ |
| 53 | bool export_to_cl_image() const; |
| 54 | |
| 55 | /** Set fast_relaxed_math flag */ |
| 56 | ClComponentDirectConv2dSettings &fast_relaxed_math(bool fast_relaxed_math); |
| 57 | /** Get fast_relaxed_math flag */ |
| 58 | bool fast_relaxed_math() const; |
| 59 | |
Ramy Elgammal | df6a3b0 | 2022-11-30 16:23:10 +0000 | [diff] [blame] | 60 | /** Set direct convolution descriptor */ |
| 61 | ClComponentDirectConv2dSettings &direct_conv_descriptor(const DirectConvComputeKernelInfo &desc); |
| 62 | /** Get direct convolution descriptor */ |
| 63 | DirectConvComputeKernelInfo direct_conv_descriptor() const; |
| 64 | |
SiCong Li | f44bbc5 | 2022-08-29 18:25:51 +0100 | [diff] [blame] | 65 | private: |
Ramy Elgammal | df6a3b0 | 2022-11-30 16:23:10 +0000 | [diff] [blame] | 66 | bool _export_to_cl_image{ false }; |
| 67 | bool _fast_relaxed_math{ true }; |
| 68 | DirectConvComputeKernelInfo _desc{}; // Direct convolution descriptor |
SiCong Li | f44bbc5 | 2022-08-29 18:25:51 +0100 | [diff] [blame] | 69 | }; |
| 70 | |
| 71 | /** Forward declaration */ |
| 72 | class ClTemplateDirectConv2d; |
| 73 | |
| 74 | class ClComponentDirectConv2d final : public IGpuKernelComponent |
| 75 | { |
| 76 | public: |
| 77 | /** Attributes are a set of backend-agnostic parameters that define what a component does */ |
| 78 | using Attributes = Conv2dAttributes; |
| 79 | /** Settings are a set of backend-specific parameters that influence the implementation of a component */ |
| 80 | using Settings = ClComponentDirectConv2dSettings; |
| 81 | |
| 82 | public: |
| 83 | /** Validate the component |
| 84 | * |
| 85 | * @param[in] properties Component properties |
| 86 | * @param[in,out] tensors Tensor arguments to the component |
| 87 | * @param[in] attributes Component attributes |
| 88 | * @param[in] settings Component settings |
| 89 | * |
| 90 | * @return Status Validation results |
| 91 | * |
| 92 | * Tensor argument names: |
| 93 | * - ACL_SRC_0: Input |
| 94 | * - ACL_SRC_1: Weight |
| 95 | * - ACL_SRC_2: Bias (Optional) |
| 96 | * - ACL_DST_0: Output |
| 97 | * |
| 98 | * Tensor argument constness: |
| 99 | * - ACL_SRC_0: Const |
| 100 | * - ACL_SRC_1: Const |
| 101 | * - ACL_SRC_2: Const |
| 102 | * - ACL_DST_0: Const |
| 103 | * |
| 104 | * Valid data layouts: |
| 105 | * - NHWC |
| 106 | * |
| 107 | * Valid data type configurations: |
| 108 | * |ACL_SRC_0 |ACL_SRC_1 |ACL_SRC_2 |ACL_DST_0 | |
| 109 | * |:--------------|:--------------|:--------------|:--------------| |
| 110 | * |F16 |F16 |F16 |F16 | |
| 111 | * |F32 |F32 |F32 |F32 | |
| 112 | */ |
| 113 | static Status validate( |
| 114 | const Properties &properties, |
| 115 | const ArgumentPack<ITensorInfo> &tensors, |
| 116 | const Attributes &attributes, |
| 117 | const Settings &settings); |
| 118 | |
| 119 | /** Constructor |
| 120 | * |
| 121 | * Similar to @ref ClComponentDirectConv2d::validate() |
| 122 | */ |
| 123 | ClComponentDirectConv2d( |
| 124 | ComponentId id, |
| 125 | const Properties &properties, |
| 126 | const ArgumentPack<ITensorInfo> &tensors, |
| 127 | const Attributes &attributes, |
| 128 | const Settings &settings); |
| 129 | |
| 130 | /** Destructor */ |
| 131 | ~ClComponentDirectConv2d() override; |
| 132 | /** Prevent instances of this class from being copy constructed */ |
| 133 | ClComponentDirectConv2d(const ClComponentDirectConv2d &component) = delete; |
| 134 | /** Prevent instances of this class from being copied */ |
| 135 | ClComponentDirectConv2d &operator=(const ClComponentDirectConv2d &component) = delete; |
| 136 | /** Allow instances of this class to be move constructed */ |
| 137 | ClComponentDirectConv2d(ClComponentDirectConv2d &&component) = default; |
| 138 | /** Allow instances of this class to be moved */ |
| 139 | ClComponentDirectConv2d &operator=(ClComponentDirectConv2d &&component) = default; |
| 140 | /** Get template writer for the component */ |
| 141 | const IGpuTemplateComponentWriter *template_writer() const override; |
| 142 | /** Get component type */ |
| 143 | GpuComponentType type() const override |
| 144 | { |
| 145 | return GpuComponentType::Complex; |
| 146 | } |
| 147 | |
| 148 | private: |
| 149 | std::unique_ptr<ClTemplateDirectConv2d> _component_writer; |
| 150 | }; |
| 151 | } // namespace dynamic_fusion |
| 152 | } // namespace experimental |
| 153 | } // namespace arm_compute |
| 154 | #endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTDIRECTCONV2D */ |