XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 2 | // All rights reserved. |
| 3 | // |
| 4 | // Copyright 2019 Google LLC |
| 5 | // |
| 6 | // This source code is licensed under the BSD-style license found in the |
| 7 | // LICENSE file in the root directory of this source tree. |
| 8 | |
| 9 | #pragma once |
| 10 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 11 | #include <cstddef> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 12 | |
Marat Dukhan | fbd67a7 | 2022-01-31 18:03:50 -0800 | [diff] [blame] | 13 | #include <xnnpack/math.h> |
Marat Dukhan | eeaa7bd | 2019-10-25 17:31:25 -0700 | [diff] [blame] | 14 | #include <xnnpack/params-init.h> |
| 15 | #include <xnnpack/params.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16 | #include <xnnpack/requantization.h> |
| 17 | |
| 18 | |
| 19 | class GemmMicrokernelTester { |
| 20 | public: |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 21 | inline GemmMicrokernelTester& mr(size_t mr) { |
| 22 | this->mr_ = mr; |
| 23 | return *this; |
| 24 | } |
| 25 | |
| 26 | inline size_t mr() const { |
| 27 | return this->mr_; |
| 28 | } |
| 29 | |
| 30 | inline GemmMicrokernelTester& nr(size_t nr) { |
| 31 | this->nr_ = nr; |
| 32 | return *this; |
| 33 | } |
| 34 | |
| 35 | inline size_t nr() const { |
| 36 | return this->nr_; |
| 37 | } |
| 38 | |
| 39 | |
| 40 | inline GemmMicrokernelTester& kr(size_t kr) { |
| 41 | this->kr_ = kr; |
| 42 | return *this; |
| 43 | } |
| 44 | |
| 45 | inline size_t kr() const { |
| 46 | return this->kr_; |
| 47 | } |
| 48 | |
| 49 | inline GemmMicrokernelTester& sr(size_t sr) { |
| 50 | this->sr_ = sr; |
| 51 | return *this; |
| 52 | } |
| 53 | |
| 54 | inline size_t sr() const { |
| 55 | return this->sr_; |
| 56 | } |
| 57 | |
| 58 | inline GemmMicrokernelTester& m(size_t m) { |
| 59 | this->m_ = m; |
| 60 | return *this; |
| 61 | } |
| 62 | |
| 63 | inline size_t m() const { |
| 64 | return this->m_; |
| 65 | } |
| 66 | |
| 67 | inline GemmMicrokernelTester& n(size_t n) { |
| 68 | this->n_ = n; |
| 69 | return *this; |
| 70 | } |
| 71 | |
| 72 | inline size_t n() const { |
| 73 | return this->n_; |
| 74 | } |
| 75 | |
| 76 | inline GemmMicrokernelTester& k(size_t k) { |
| 77 | this->k_ = k; |
| 78 | return *this; |
| 79 | } |
| 80 | |
| 81 | inline size_t k() const { |
| 82 | return this->k_; |
| 83 | } |
| 84 | |
| 85 | inline GemmMicrokernelTester& ks(size_t ks) { |
| 86 | this->ks_ = ks; |
| 87 | return *this; |
| 88 | } |
| 89 | |
| 90 | inline size_t ks() const { |
| 91 | return this->ks_; |
| 92 | } |
| 93 | |
| 94 | inline size_t packed_k() const { |
Marat Dukhan | fbd67a7 | 2022-01-31 18:03:50 -0800 | [diff] [blame] | 95 | return round_up_po2(k(), kr() * sr()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 96 | } |
| 97 | |
| 98 | inline size_t packed_n() const { |
Marat Dukhan | fbd67a7 | 2022-01-31 18:03:50 -0800 | [diff] [blame] | 99 | return round_up(n(), nr()); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 100 | } |
| 101 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 102 | inline GemmMicrokernelTester& a_stride(size_t a_stride) { |
| 103 | this->a_stride_ = a_stride; |
| 104 | return *this; |
| 105 | } |
| 106 | |
| 107 | inline size_t a_stride() const { |
| 108 | return this->a_stride_ == 0 ? k() : this->a_stride_; |
| 109 | } |
| 110 | |
| 111 | inline GemmMicrokernelTester& cm_stride(size_t cm_stride) { |
| 112 | this->cm_stride_ = cm_stride; |
| 113 | return *this; |
| 114 | } |
| 115 | |
| 116 | inline size_t cm_stride() const { |
| 117 | return this->cm_stride_ == 0 ? cn_stride() * ((n() - 1) / nr()) + (n() - 1) % nr() + 1 : this->cm_stride_; |
| 118 | } |
| 119 | |
| 120 | inline GemmMicrokernelTester& cn_stride(size_t cn_stride) { |
| 121 | this->cn_stride_ = cn_stride; |
| 122 | return *this; |
| 123 | } |
| 124 | |
| 125 | inline size_t cn_stride() const { |
| 126 | return this->cn_stride_ == 0 ? nr() : this->cn_stride_; |
| 127 | } |
| 128 | |
| 129 | inline GemmMicrokernelTester& a_zero_point(uint8_t a_zero_point) { |
| 130 | this->a_zero_point_ = a_zero_point; |
| 131 | return *this; |
| 132 | } |
| 133 | |
| 134 | inline uint8_t a_zero_point() const { |
| 135 | return this->a_zero_point_; |
| 136 | } |
| 137 | |
| 138 | inline GemmMicrokernelTester& b_zero_point(uint8_t b_zero_point) { |
| 139 | this->b_zero_point_ = b_zero_point; |
| 140 | return *this; |
| 141 | } |
| 142 | |
| 143 | inline uint8_t b_zero_point() const { |
| 144 | return this->b_zero_point_; |
| 145 | } |
| 146 | |
| 147 | inline GemmMicrokernelTester& qmin(uint8_t qmin) { |
| 148 | this->qmin_ = qmin; |
| 149 | return *this; |
| 150 | } |
| 151 | |
| 152 | inline uint8_t qmin() const { |
| 153 | return this->qmin_; |
| 154 | } |
| 155 | |
| 156 | inline GemmMicrokernelTester& qmax(uint8_t qmax) { |
| 157 | this->qmax_ = qmax; |
| 158 | return *this; |
| 159 | } |
| 160 | |
| 161 | inline uint8_t qmax() const { |
| 162 | return this->qmax_; |
| 163 | } |
| 164 | |
| 165 | inline GemmMicrokernelTester& a_offset(size_t a_offset) { |
| 166 | this->a_offset_ = a_offset; |
| 167 | return *this; |
| 168 | } |
| 169 | |
| 170 | inline size_t a_offset() const { |
| 171 | return this->a_offset_; |
| 172 | } |
| 173 | |
| 174 | inline GemmMicrokernelTester& zero_index(size_t zero_index) { |
| 175 | this->zero_index_ = zero_index; |
| 176 | return *this; |
| 177 | } |
| 178 | |
| 179 | inline size_t zero_index() const { |
| 180 | return this->zero_index_; |
| 181 | } |
| 182 | |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 183 | inline GemmMicrokernelTester& extended_weights(bool extended_weights) { |
| 184 | this->extended_weights_ = extended_weights; |
| 185 | return *this; |
| 186 | } |
| 187 | |
| 188 | inline bool extended_weights() const { |
| 189 | return this->extended_weights_; |
| 190 | } |
| 191 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 192 | inline GemmMicrokernelTester& iterations(size_t iterations) { |
| 193 | this->iterations_ = iterations; |
| 194 | return *this; |
| 195 | } |
| 196 | |
| 197 | inline size_t iterations() const { |
| 198 | return this->iterations_; |
| 199 | } |
| 200 | |
Marat Dukhan | c2e8f66 | 2021-07-01 17:06:34 -0700 | [diff] [blame] | 201 | void Test( |
| 202 | xnn_qu8_gemm_minmax_ukernel_function gemm, |
| 203 | xnn_init_qu8_conv_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 204 | xnn_qu8_requantize_fn requantize) const; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 205 | |
Marat Dukhan | c2e8f66 | 2021-07-01 17:06:34 -0700 | [diff] [blame] | 206 | void Test( |
| 207 | xnn_qu8_igemm_minmax_ukernel_function igemm, |
| 208 | xnn_init_qu8_conv_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 209 | xnn_qu8_requantize_fn requantize); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 210 | |
Marat Dukhan | a5d1261 | 2021-05-25 01:12:26 -0700 | [diff] [blame] | 211 | void Test( |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 212 | xnn_qc8_gemm_minmax_ukernel_function gemm, |
| 213 | xnn_init_qs8_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 214 | xnn_qs8_requantize_fn requantize) const; |
Marat Dukhan | 0b04374 | 2021-06-02 18:29:11 -0700 | [diff] [blame] | 215 | |
| 216 | void Test( |
Marat Dukhan | e06c813 | 2021-06-03 08:59:11 -0700 | [diff] [blame] | 217 | xnn_qc8_igemm_minmax_ukernel_function igemm, |
| 218 | xnn_init_qs8_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 219 | xnn_qs8_requantize_fn requantize) const; |
Marat Dukhan | e06c813 | 2021-06-03 08:59:11 -0700 | [diff] [blame] | 220 | |
| 221 | void Test( |
Marat Dukhan | a5d1261 | 2021-05-25 01:12:26 -0700 | [diff] [blame] | 222 | xnn_qs8_gemm_minmax_ukernel_function gemm, |
| 223 | xnn_init_qs8_conv_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 224 | xnn_qs8_requantize_fn requantize) const; |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 225 | |
Marat Dukhan | a5d1261 | 2021-05-25 01:12:26 -0700 | [diff] [blame] | 226 | void Test( |
| 227 | xnn_qs8_igemm_minmax_ukernel_function igemm, |
| 228 | xnn_init_qs8_conv_minmax_params_fn init_params, |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 229 | xnn_qs8_requantize_fn requantize) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 230 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 231 | void Test(xnn_f16_gemm_minmax_ukernel_function gemm_minmax, xnn_init_f16_scaleminmax_params_fn init_params) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 232 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 233 | void Test(xnn_f16_igemm_minmax_ukernel_function igemm_minmax, xnn_init_f16_scaleminmax_params_fn init_params) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 234 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 235 | void Test(xnn_f32_ppmm_minmax_ukernel_function ppmm_minmax, xnn_init_f32_minmax_params_fn init_params) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 236 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 237 | void Test(xnn_f32_gemm_ukernel_function gemm) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 238 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 239 | void Test(xnn_f32_gemm_relu_ukernel_function gemm_relu) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 240 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 241 | void Test(xnn_f32_gemm_minmax_ukernel_function gemm_minmax, xnn_init_f32_minmax_params_fn init_params) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 242 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 243 | void Test(xnn_f32_gemminc_minmax_ukernel_function gemminc, xnn_init_f32_minmax_params_fn init_params) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 244 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 245 | void Test(xnn_f32_igemm_ukernel_function igemm) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 246 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 247 | void Test(xnn_f32_igemm_relu_ukernel_function igemm_relu) const; |
Marat Dukhan | f948068 | 2020-07-31 14:50:24 -0700 | [diff] [blame] | 248 | |
Zhi An Ng | d90af6f | 2022-01-10 14:36:26 -0800 | [diff] [blame] | 249 | void Test(xnn_f32_igemm_minmax_ukernel_function igemm_minmax, xnn_init_f32_minmax_params_fn init_params) const; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 250 | |
Zhi An Ng | 0ec25cf | 2022-01-19 11:38:55 -0800 | [diff] [blame] | 251 | #if XNN_PLATFORM_JIT |
| 252 | void Test( |
| 253 | xnn_jit_gemm_code_generator_function gemm_generator, |
| 254 | xnn_init_f32_minmax_params_fn init_params) const; |
| 255 | void Test( |
| 256 | xnn_jit_igemm_code_generator_function igemm_generator, |
| 257 | xnn_init_f32_minmax_params_fn init_params) const; |
| 258 | void Test( |
| 259 | xnn_jit_gemm_code_generator_function gemm_generator, |
| 260 | xnn_init_qs8_minmax_params_fn init_params, |
| 261 | xnn_qs8_requantize_fn requantize) const; |
| 262 | void Test( |
| 263 | xnn_jit_igemm_code_generator_function igemm_generator, |
| 264 | xnn_init_qs8_minmax_params_fn init_params, |
| 265 | xnn_qs8_requantize_fn requantize) const; |
| 266 | void Test( |
| 267 | xnn_jit_gemm_code_generator_function gemm_generator, |
| 268 | xnn_init_qs8_conv_minmax_params_fn init_params, |
| 269 | xnn_qs8_requantize_fn requantize) const; |
| 270 | void Test( |
| 271 | xnn_jit_igemm_code_generator_function igemm_generator, |
| 272 | xnn_init_qs8_conv_minmax_params_fn init_params, |
| 273 | xnn_qs8_requantize_fn requantize) const; |
| 274 | #endif // XNN_PLATFORM_JIT |
| 275 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 276 | private: |
| 277 | size_t mr_{1}; |
| 278 | size_t nr_{1}; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 279 | size_t kr_{1}; |
| 280 | size_t sr_{1}; |
| 281 | size_t m_{1}; |
| 282 | size_t n_{1}; |
| 283 | size_t k_{1}; |
| 284 | size_t ks_{1}; |
| 285 | size_t a_stride_{0}; |
| 286 | size_t cm_stride_{0}; |
| 287 | size_t cn_stride_{0}; |
| 288 | uint8_t a_zero_point_{127}; |
| 289 | uint8_t b_zero_point_{127}; |
| 290 | uint8_t qmin_{0}; |
| 291 | uint8_t qmax_{255}; |
| 292 | size_t a_offset_{0}; |
| 293 | size_t zero_index_{SIZE_MAX}; |
Marat Dukhan | d5694df | 2021-05-20 17:10:40 -0700 | [diff] [blame] | 294 | bool extended_weights_{false}; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 295 | size_t iterations_{15}; |
| 296 | }; |