SiCong Li | 7061eb2 | 2021-01-08 15:16:02 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2021 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 | */ |
SiCong Li | 70858d8 | 2021-02-05 09:19:51 +0000 | [diff] [blame] | 24 | #ifndef SRC_RUNTIME_CL_MLGO_COMMON_H |
| 25 | #define SRC_RUNTIME_CL_MLGO_COMMON_H |
SiCong Li | 7061eb2 | 2021-01-08 15:16:02 +0000 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/runtime/CL/CLTypes.h" |
| 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | namespace mlgo |
| 33 | { |
| 34 | /** Types of Heuristic (tree) */ |
| 35 | enum class HeuristicType |
| 36 | { |
| 37 | GEMM_Type, /**< About the type of gemm */ |
| 38 | GEMM_Config_Native, /**< About the gemm config for native kernel */ |
| 39 | GEMM_Config_Reshaped_Only_RHS, /**< About the gemm config for reshaped only rhs kernel */ |
| 40 | GEMM_Config_Reshaped /**< About the gemm config for reshaped kernel */ |
| 41 | }; |
| 42 | |
| 43 | using GEMMType = CLGEMMKernelType; |
| 44 | |
| 45 | /** GEMM Configuration for Native kernel */ |
| 46 | struct GEMMConfigNative |
| 47 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 48 | unsigned int m0{1}; /**< Number of rows processed by the matrix multiplication */ |
| 49 | unsigned int n0{1}; /**< Number of columns processed by the matrix multiplication */ |
| 50 | unsigned int k0{1}; /**< Number of partial accumulations performed by the matrix multiplication */ |
SiCong Li | 7061eb2 | 2021-01-08 15:16:02 +0000 | [diff] [blame] | 51 | }; |
| 52 | |
| 53 | /** GEMM Configuration for Reshaped Only RHS kernel */ |
| 54 | struct GEMMConfigReshapedOnlyRHS |
| 55 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 56 | unsigned int m0{1}; /**< Number of rows processed by the matrix multiplication */ |
| 57 | unsigned int n0{1}; /**< Number of columns processed by the matrix multiplication */ |
| 58 | unsigned int k0{1}; /**< Number of partial accumulations performed by the matrix multiplication */ |
| 59 | unsigned int h0{1}; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */ |
| 60 | bool interleave_rhs{false}; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */ |
| 61 | bool transpose_rhs{false}; /**< True if the (k0xn0) block has to be transposed before been stored */ |
| 62 | bool export_cl_image{false}; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */ |
SiCong Li | 7061eb2 | 2021-01-08 15:16:02 +0000 | [diff] [blame] | 63 | }; |
| 64 | |
| 65 | /** GEMM Configuration for Reshaped kernel */ |
| 66 | struct GEMMConfigReshaped |
| 67 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 68 | unsigned int m0{1}; /**< Number of rows processed by the matrix multiplication */ |
| 69 | unsigned int n0{1}; /**< Number of columns processed by the matrix multiplication */ |
| 70 | unsigned int k0{1}; /**< Number of partial accumulations performed by the matrix multiplication */ |
| 71 | unsigned int v0{1}; /**< Number of vertical blocks of size (m0xk0) stored on the same output row */ |
| 72 | unsigned int h0{1}; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */ |
| 73 | bool interleave_lhs{false}; /**< True if the v0 (m0xk0) blocks have to be interleaved in the output row */ |
| 74 | bool interleave_rhs{false}; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */ |
| 75 | bool transpose_rhs{false}; /**< True if the (k0xn0) block has to be transposed before been stored */ |
| 76 | bool export_cl_image{false}; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */ |
SiCong Li | 7061eb2 | 2021-01-08 15:16:02 +0000 | [diff] [blame] | 77 | }; |
| 78 | |
| 79 | } // namespace mlgo |
| 80 | } // namespace arm_compute |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 81 | #endif // SRC_RUNTIME_CL_MLGO_COMMON_H |