Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +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 | */ |
Ramy Elgammal | df6a3b0 | 2022-11-30 16:23:10 +0000 | [diff] [blame] | 24 | #ifndef SRC_RUNTIME_HEURISTICS_DIRECT_CONV_ICLDIRECTCONVKERNELCONFIG |
| 25 | #define SRC_RUNTIME_HEURISTICS_DIRECT_CONV_ICLDIRECTCONVKERNELCONFIG |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/GPUTarget.h" |
| 28 | #include "arm_compute/core/KernelDescriptors.h" |
| 29 | #include "arm_compute/core/Types.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 30 | |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 31 | #include "src/core/common/Macros.h" |
| 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace cl_direct_conv |
| 36 | { |
| 37 | /** Basic container for the OpenCL direct convolution configuration functions */ |
| 38 | template <class T> |
| 39 | class ClDirectConvConfigArray |
| 40 | { |
| 41 | public: |
| 42 | /** Alias for F32 index */ |
| 43 | static constexpr size_t DT_F32 = 0; |
| 44 | /** Alias for F16 index */ |
| 45 | static constexpr size_t DT_F16 = 1; |
| 46 | /** Alias for Int8 index */ |
| 47 | static constexpr size_t DT_INT8 = 2; |
| 48 | |
| 49 | /** Constructor |
| 50 | * |
| 51 | * @param[in] func_f32 Function to call for direct convolution F32 |
| 52 | * @param[in] func_f16 Function to call for direct convolution F16 |
| 53 | * @param[in] func_int8 Function to call for direct convolution Int8 (QASYMM8, QASYMM8_SIGNED, QSYMM8_PER_CHANNEL) |
| 54 | * |
| 55 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 56 | ClDirectConvConfigArray(T func_f32, T func_f16, T func_int8) : _configs{func_f32, func_f16, func_int8} |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 57 | { |
| 58 | } |
| 59 | |
| 60 | /** Method to return the direct convolution configuration function based on data type |
| 61 | * |
| 62 | * @param[in] data_type Input data type |
| 63 | * |
| 64 | * @return the valid function otherwise it returns nullptr if the data type is not valid |
| 65 | */ |
| 66 | T get_function(DataType data_type) |
| 67 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 68 | switch (data_type) |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 69 | { |
| 70 | case DataType::F32: |
| 71 | return _configs.at(DT_F32); |
| 72 | case DataType::F16: |
| 73 | return _configs.at(DT_F16); |
| 74 | case DataType::QASYMM8: |
| 75 | case DataType::QASYMM8_SIGNED: |
| 76 | case DataType::QSYMM8_PER_CHANNEL: |
| 77 | return _configs.at(DT_INT8); |
| 78 | default: |
| 79 | return nullptr; |
| 80 | } |
| 81 | } |
| 82 | |
| 83 | private: |
| 84 | std::array<T, 3> _configs; |
| 85 | }; |
| 86 | |
| 87 | /** Basic interface for the Direct convolution kernel configuration */ |
| 88 | class IClDirectConvKernelConfig |
| 89 | { |
| 90 | public: |
| 91 | /** Constructor |
| 92 | * |
| 93 | * @param[in] arch GPU target |
| 94 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 95 | IClDirectConvKernelConfig(GPUTarget arch) : _target(arch) |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 96 | { |
| 97 | } |
| 98 | ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(IClDirectConvKernelConfig); |
| 99 | /** Virtual destructor */ |
| 100 | virtual ~IClDirectConvKernelConfig() = default; |
| 101 | /** This method returns the @ref DirectConvComputeKernelInfo for the given inputs |
| 102 | * |
| 103 | * @param[in] src Source tensor (activation tensor) |
| 104 | * @param[in] wei Weights tensor |
| 105 | * @param[in] conv_info Convolution info |
| 106 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 107 | virtual DirectConvComputeKernelInfo |
| 108 | configure(const ITensorInfo *src, const ITensorInfo *wei, const PadStrideInfo &conv_info) = 0; |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 109 | |
| 110 | protected: |
| 111 | GPUTarget _target; |
| 112 | }; |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 113 | } // namespace cl_direct_conv |
Gian Marco Iodice | 2cc50b3 | 2022-05-30 14:41:49 +0100 | [diff] [blame] | 114 | } // namespace arm_compute |
Ramy Elgammal | df6a3b0 | 2022-11-30 16:23:10 +0000 | [diff] [blame] | 115 | #endif /* SRC_RUNTIME_HEURISTICS_DIRECT_CONV_ICLDIRECTCONVKERNELCONFIG */ |