Frank Barchard | 671d1b0 | 2021-03-10 15:42:08 -0800 | [diff] [blame^] | 1 | // Copyright 2021 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <xnnpack/assembly.h> |
| 7 | |
| 8 | # void xnn_qs8_igemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64( |
| 9 | # size_t mr, x0 |
| 10 | # size_t nc, x1 |
| 11 | # size_t kc, x2 / x0 |
| 12 | # size_t ks, x3 / x9 |
| 13 | # const int8_t**restrict a, x4 |
| 14 | # const int8_t* restrict w, x5 |
| 15 | # int8_t* restrict c, x6 |
| 16 | # size_t cm_stride, x7 |
| 17 | # size_t cn_stride, [sp] -> x10 |
| 18 | # size_t a_offset, [sp + 8] -> x11 |
| 19 | # const float* zero, [sp + 16] -> x12 |
| 20 | # const xnn_f32_minmax_params params [sp + 24] -> x8 |
| 21 | |
| 22 | # d8-d15, x19-x30 need to be preserved if used. x18 is reserved by the OS. |
| 23 | |
| 24 | # Register usage |
| 25 | # A0 x20 v0 |
| 26 | # A1 x15 v1 |
| 27 | # A2 x13 v2 |
| 28 | # A3 x21 v3 |
| 29 | # B x5 v4 v5 v6 v7 |
| 30 | # C0 x6 v16 v20 v24 v28 |
| 31 | # C1 x16 v17 v21 v25 v29 |
| 32 | # C2 x17 v18 v22 v26 v30 |
| 33 | # C3 x7 v19 v23 v27 v31 |
| 34 | # unused v8 v9 v10 v11 v12 v13 v14 v15 |
| 35 | |
| 36 | BEGIN_FUNCTION xnn_qs8_igemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64 |
| 37 | |
| 38 | # Clamp C pointers |
| 39 | CMP x0, 2 // if mr < 2 |
| 40 | LDP x10, x11, [sp] // Load cn_stride, a_offset |
| 41 | ADD x16, x6, x7 // c1 = c0 + cm_stride |
| 42 | CSEL x16, x6, x16, LO // c1 = c0 |
| 43 | ADD x2, x2, 3 // kc = (kc + 3) & ~3 |
| 44 | |
| 45 | ADD x17, x16, x7 // c2 = c1 + cm_stride |
| 46 | LDP x12, x8, [sp, 16] // Load zero, params pointer |
| 47 | // if mr <= 2 |
| 48 | CSEL x17, x16, x17, LS // c2 = c1 |
| 49 | BIC x2, x2, 3 |
| 50 | |
| 51 | CMP x0, 4 // if mr < 4 |
| 52 | STP x20, x21, [sp, -16]! // Save x20-x21 on stack |
| 53 | ADD x7, x17, x7 // c3 = c2 + cm_stride |
| 54 | CSEL x7, x17, x7, LO // c3 = c2 |
| 55 | |
| 56 | .p2align 3 |
| 57 | 0: |
| 58 | # Load initial bias from w into accumulators |
| 59 | LDP q16, q20, [x5], 32 |
| 60 | MOV v17.16b, v16.16b |
| 61 | MOV v18.16b, v16.16b |
| 62 | LDP q24, q28, [x5], 32 |
| 63 | MOV v19.16b, v16.16b |
| 64 | MOV v21.16b, v20.16b |
| 65 | MOV v22.16b, v20.16b |
| 66 | MOV v23.16b, v20.16b |
| 67 | MOV v25.16b, v24.16b |
| 68 | MOV v26.16b, v24.16b |
| 69 | MOV v27.16b, v24.16b |
| 70 | MOV v29.16b, v28.16b |
| 71 | MOV v30.16b, v28.16b |
| 72 | MOV v31.16b, v28.16b |
| 73 | MOV x9, x3 // p = ks |
| 74 | |
| 75 | .p2align 3 |
| 76 | 1: |
| 77 | # Load next 4 A pointers |
| 78 | LDP x20, x15, [x4], 16 |
| 79 | LDP x13, x21, [x4], 16 |
| 80 | |
| 81 | CMP x20, x12 // if a0 == zero |
| 82 | ADD x20, x20, x11 // a0 += a_offset |
| 83 | CSEL x20, x12, x20, EQ // a0 = zero, else += a0 + a_offset |
| 84 | CMP x15, x12 // if a1 == zero |
| 85 | ADD x15, x15, x11 // a1 += a_offset |
| 86 | CSEL x15, x12, x15, EQ // a1 = zero, else += a1 + a_offset |
| 87 | CMP x13, x12 // if a2 == zero |
| 88 | ADD x13, x13, x11 // a2 += a_offset |
| 89 | CSEL x13, x12, x13, EQ // a2 = zero, else += a2 + a_offset |
| 90 | CMP x21, x12 // if a3 == zero |
| 91 | ADD x21, x21, x11 // a3 += a_offset |
| 92 | CSEL x21, x12, x21, EQ // a3 = zero, else += a3 + a_offset |
| 93 | |
| 94 | # Is there at least 8 bytes for main loop? |
| 95 | SUBS x0, x2, 8 // k = kc - 8 |
| 96 | B.LO 4f |
| 97 | |
| 98 | # Main loop - 8 bytes of A |
| 99 | .p2align 3 |
| 100 | 2: |
| 101 | LDR d0, [x20], 8 |
| 102 | LDR q4, [x5], 16 |
| 103 | LDR d1, [x15], 8 |
| 104 | LDR d2, [x13], 8 |
| 105 | LDR d3, [x21], 8 |
| 106 | LDR q5, [x5], 16 |
| 107 | SDOT v16.4s, v4.16b, v0.4b[0] |
| 108 | SDOT v17.4s, v4.16b, v1.4b[0] |
| 109 | LDP q6, q7, [x5], 32 |
| 110 | SDOT v18.4s, v4.16b, v2.4b[0] |
| 111 | SDOT v19.4s, v4.16b, v3.4b[0] |
| 112 | SDOT v20.4s, v5.16b, v0.4b[0] |
| 113 | SDOT v21.4s, v5.16b, v1.4b[0] |
| 114 | SDOT v22.4s, v5.16b, v2.4b[0] |
| 115 | SDOT v23.4s, v5.16b, v3.4b[0] |
| 116 | SDOT v24.4s, v6.16b, v0.4b[0] |
| 117 | SDOT v25.4s, v6.16b, v1.4b[0] |
| 118 | LDP q4, q5, [x5], 32 |
| 119 | SDOT v26.4s, v6.16b, v2.4b[0] |
| 120 | SDOT v27.4s, v6.16b, v3.4b[0] |
| 121 | SDOT v28.4s, v7.16b, v0.4b[0] |
| 122 | SDOT v29.4s, v7.16b, v1.4b[0] |
| 123 | SDOT v30.4s, v7.16b, v2.4b[0] |
| 124 | SDOT v31.4s, v7.16b, v3.4b[0] |
| 125 | SDOT v16.4s, v4.16b, v0.4b[1] |
| 126 | SDOT v17.4s, v4.16b, v1.4b[1] |
| 127 | LDP q6, q7, [x5], 32 |
| 128 | SDOT v18.4s, v4.16b, v2.4b[1] |
| 129 | SDOT v19.4s, v4.16b, v3.4b[1] |
| 130 | SDOT v20.4s, v5.16b, v0.4b[1] |
| 131 | SDOT v21.4s, v5.16b, v1.4b[1] |
| 132 | SDOT v22.4s, v5.16b, v2.4b[1] |
| 133 | SDOT v23.4s, v5.16b, v3.4b[1] |
| 134 | SDOT v24.4s, v6.16b, v0.4b[1] |
| 135 | SDOT v25.4s, v6.16b, v1.4b[1] |
| 136 | SDOT v26.4s, v6.16b, v2.4b[1] |
| 137 | SDOT v27.4s, v6.16b, v3.4b[1] |
| 138 | SDOT v28.4s, v7.16b, v0.4b[1] |
| 139 | SDOT v29.4s, v7.16b, v1.4b[1] |
| 140 | SDOT v30.4s, v7.16b, v2.4b[1] |
| 141 | SUBS x0, x0, 8 |
| 142 | SDOT v31.4s, v7.16b, v3.4b[1] |
| 143 | B.HS 2b |
| 144 | |
| 145 | # Is there a remainder?- 4 bytes of A |
| 146 | TBNZ x0, 2, 4f |
| 147 | |
| 148 | 3: |
| 149 | # ks loop |
| 150 | SUBS x9, x9, 32 // ks -= MR * sizeof(int8_t*) |
| 151 | B.HI 1b |
| 152 | |
| 153 | # Apply params - scale, shift, bias and clamp |
| 154 | LD2R {v0.4s, v1.4s}, [x8], 8 |
| 155 | CMEQ v2.4s, v1.4s, 0 |
| 156 | |
| 157 | BIC v4.16b, v16.16b, v2.16b |
| 158 | BIC v5.16b, v17.16b, v2.16b |
| 159 | BIC v6.16b, v18.16b, v2.16b |
| 160 | BIC v7.16b, v19.16b, v2.16b |
| 161 | |
| 162 | SQRDMULH v16.4s, v16.4s, v0.4s |
| 163 | SQRDMULH v17.4s, v17.4s, v0.4s |
| 164 | SQRDMULH v18.4s, v18.4s, v0.4s |
| 165 | SQRDMULH v19.4s, v19.4s, v0.4s |
| 166 | |
| 167 | SSRA v16.4s, v4.4s, 31 // signed shift right accumulate |
| 168 | SSRA v17.4s, v5.4s, 31 |
| 169 | SSRA v18.4s, v6.4s, 31 |
| 170 | SSRA v19.4s, v7.4s, 31 |
| 171 | |
| 172 | BIC v4.16b, v20.16b, v2.16b |
| 173 | BIC v5.16b, v21.16b, v2.16b |
| 174 | BIC v6.16b, v22.16b, v2.16b |
| 175 | BIC v7.16b, v23.16b, v2.16b |
| 176 | |
| 177 | SQRDMULH v20.4s, v20.4s, v0.4s |
| 178 | SQRDMULH v21.4s, v21.4s, v0.4s |
| 179 | SQRDMULH v22.4s, v22.4s, v0.4s |
| 180 | SQRDMULH v23.4s, v23.4s, v0.4s |
| 181 | |
| 182 | SSRA v20.4s, v4.4s, 31 |
| 183 | SSRA v21.4s, v5.4s, 31 |
| 184 | SSRA v22.4s, v6.4s, 31 |
| 185 | SSRA v23.4s, v7.4s, 31 |
| 186 | |
| 187 | BIC v4.16b, v24.16b, v2.16b |
| 188 | BIC v5.16b, v25.16b, v2.16b |
| 189 | BIC v6.16b, v26.16b, v2.16b |
| 190 | BIC v7.16b, v27.16b, v2.16b |
| 191 | |
| 192 | SQRDMULH v24.4s, v24.4s, v0.4s |
| 193 | SQRDMULH v25.4s, v25.4s, v0.4s |
| 194 | SQRDMULH v26.4s, v26.4s, v0.4s |
| 195 | SQRDMULH v27.4s, v27.4s, v0.4s |
| 196 | |
| 197 | SSRA v24.4s, v4.4s, 31 |
| 198 | SSRA v25.4s, v5.4s, 31 |
| 199 | SSRA v26.4s, v6.4s, 31 |
| 200 | SSRA v27.4s, v7.4s, 31 |
| 201 | |
| 202 | BIC v4.16b, v28.16b, v2.16b |
| 203 | BIC v5.16b, v29.16b, v2.16b |
| 204 | BIC v6.16b, v30.16b, v2.16b |
| 205 | BIC v7.16b, v31.16b, v2.16b |
| 206 | |
| 207 | SQRDMULH v28.4s, v28.4s, v0.4s |
| 208 | SQRDMULH v29.4s, v29.4s, v0.4s |
| 209 | SQRDMULH v30.4s, v30.4s, v0.4s |
| 210 | SQRDMULH v31.4s, v31.4s, v0.4s |
| 211 | |
| 212 | SSRA v28.4s, v4.4s, 31 |
| 213 | SSRA v29.4s, v5.4s, 31 |
| 214 | SSRA v30.4s, v6.4s, 31 |
| 215 | SSRA v31.4s, v7.4s, 31 |
| 216 | |
| 217 | SRSHL v16.4s, v16.4s, v1.4s // signed rounding shift left |
| 218 | SRSHL v17.4s, v17.4s, v1.4s |
| 219 | SRSHL v18.4s, v18.4s, v1.4s |
| 220 | SRSHL v19.4s, v19.4s, v1.4s |
| 221 | SRSHL v20.4s, v20.4s, v1.4s |
| 222 | SRSHL v21.4s, v21.4s, v1.4s |
| 223 | SRSHL v22.4s, v22.4s, v1.4s |
| 224 | SRSHL v23.4s, v23.4s, v1.4s |
| 225 | SRSHL v24.4s, v24.4s, v1.4s |
| 226 | SRSHL v25.4s, v25.4s, v1.4s |
| 227 | SRSHL v26.4s, v26.4s, v1.4s |
| 228 | SRSHL v27.4s, v27.4s, v1.4s |
| 229 | SRSHL v28.4s, v28.4s, v1.4s |
| 230 | SRSHL v29.4s, v29.4s, v1.4s |
| 231 | SRSHL v30.4s, v30.4s, v1.4s |
| 232 | SRSHL v31.4s, v31.4s, v1.4s |
| 233 | |
| 234 | SQXTN v16.4h, v16.4s |
| 235 | SQXTN v17.4h, v17.4s |
| 236 | SQXTN v18.4h, v18.4s |
| 237 | SQXTN v19.4h, v19.4s |
| 238 | SQXTN v24.4h, v24.4s |
| 239 | SQXTN v25.4h, v25.4s |
| 240 | SQXTN v26.4h, v26.4s |
| 241 | SQXTN v27.4h, v27.4s |
| 242 | LD1R {v2.8h}, [x8], 2 // add bias |
| 243 | |
| 244 | SQXTN2 v16.8h, v20.4s |
| 245 | SQXTN2 v17.8h, v21.4s |
| 246 | SQXTN2 v18.8h, v22.4s |
| 247 | SQXTN2 v19.8h, v23.4s |
| 248 | SQXTN2 v24.8h, v28.4s |
| 249 | SQXTN2 v25.8h, v29.4s |
| 250 | SQXTN2 v26.8h, v30.4s |
| 251 | SQXTN2 v27.8h, v31.4s |
| 252 | |
| 253 | SQADD v16.8h, v16.8h, v2.8h |
| 254 | SQADD v17.8h, v17.8h, v2.8h |
| 255 | SQADD v18.8h, v18.8h, v2.8h |
| 256 | SQADD v19.8h, v19.8h, v2.8h |
| 257 | SQADD v24.8h, v24.8h, v2.8h |
| 258 | SQADD v25.8h, v25.8h, v2.8h |
| 259 | SQADD v26.8h, v26.8h, v2.8h |
| 260 | SQADD v27.8h, v27.8h, v2.8h |
| 261 | LD1R {v0.16b}, [x8], 1 // clamp min value |
| 262 | |
| 263 | SQXTN v4.8b, v16.8h |
| 264 | SQXTN v5.8b, v17.8h |
| 265 | SQXTN v6.8b, v18.8h |
| 266 | SQXTN v7.8b, v19.8h |
| 267 | LD1R {v1.16b}, [x8] // clamp max value |
| 268 | SQXTN2 v4.16b, v24.8h |
| 269 | SQXTN2 v5.16b, v25.8h |
| 270 | SQXTN2 v6.16b, v26.8h |
| 271 | SQXTN2 v7.16b, v27.8h |
| 272 | SUB x8, x8, 11 // rewind params pointer |
| 273 | |
| 274 | SMAX v4.16b, v4.16b, v0.16b |
| 275 | SMAX v5.16b, v5.16b, v0.16b |
| 276 | SMAX v6.16b, v6.16b, v0.16b |
| 277 | SMAX v7.16b, v7.16b, v0.16b |
| 278 | SUBS x1, x1, 16 |
| 279 | SMIN v4.16b, v4.16b, v1.16b |
| 280 | SMIN v5.16b, v5.16b, v1.16b |
| 281 | SMIN v6.16b, v6.16b, v1.16b |
| 282 | SMIN v7.16b, v7.16b, v1.16b |
| 283 | B.LO 5f |
| 284 | |
| 285 | # Store full 4 x 16 |
| 286 | ST1 {v7.16b}, [x7], x10 |
| 287 | ST1 {v6.16b}, [x17], x10 |
| 288 | ST1 {v5.16b}, [x16], x10 |
| 289 | ST1 {v4.16b}, [x6], x10 |
| 290 | |
| 291 | SUB x4, x4, x3 // a -= ks |
| 292 | |
| 293 | # nc loop |
| 294 | B.HI 0b |
| 295 | |
| 296 | # Restore x20-x21 from stack |
| 297 | LDP x20, x21, [sp], 16 |
| 298 | RET |
| 299 | |
| 300 | # Remainder- 4 bytes of A |
| 301 | .p2align 3 |
| 302 | 4: |
| 303 | LDR s0, [x20], 4 |
| 304 | LDR q4, [x5], 16 |
| 305 | LDR s1, [x15], 4 |
| 306 | LDR s2, [x13], 4 |
| 307 | LDR s3, [x21], 4 |
| 308 | LDR q5, [x5], 16 |
| 309 | SDOT v16.4s, v4.16b, v0.4b[0] |
| 310 | SDOT v17.4s, v4.16b, v1.4b[0] |
| 311 | LDP q6, q7, [x5], 32 |
| 312 | SDOT v18.4s, v4.16b, v2.4b[0] |
| 313 | SDOT v19.4s, v4.16b, v3.4b[0] |
| 314 | SDOT v20.4s, v5.16b, v0.4b[0] |
| 315 | SDOT v21.4s, v5.16b, v1.4b[0] |
| 316 | SDOT v22.4s, v5.16b, v2.4b[0] |
| 317 | SDOT v23.4s, v5.16b, v3.4b[0] |
| 318 | SDOT v24.4s, v6.16b, v0.4b[0] |
| 319 | SDOT v25.4s, v6.16b, v1.4b[0] |
| 320 | SDOT v26.4s, v6.16b, v2.4b[0] |
| 321 | SDOT v27.4s, v6.16b, v3.4b[0] |
| 322 | SDOT v28.4s, v7.16b, v0.4b[0] |
| 323 | SDOT v29.4s, v7.16b, v1.4b[0] |
| 324 | SDOT v30.4s, v7.16b, v2.4b[0] |
| 325 | SDOT v31.4s, v7.16b, v3.4b[0] |
| 326 | B 3b |
| 327 | |
| 328 | # Store odd width |
| 329 | .p2align 3 |
| 330 | 5: |
| 331 | TBZ x1, 3, 6f |
| 332 | STR d7, [x7], 8 |
| 333 | DUP d7, v7.d[1] |
| 334 | STR d6, [x17], 8 |
| 335 | DUP d6, v6.d[1] |
| 336 | STR d5, [x16], 8 |
| 337 | DUP d5, v5.d[1] |
| 338 | STR d4, [x6], 8 |
| 339 | DUP d4, v4.d[1] |
| 340 | 6: |
| 341 | TBZ x1, 2, 7f |
| 342 | STR s7, [x7], 4 |
| 343 | DUP s7, v7.s[1] |
| 344 | STR s6, [x17], 4 |
| 345 | DUP s6, v6.s[1] |
| 346 | STR s5, [x16], 4 |
| 347 | DUP s5, v5.s[1] |
| 348 | STR s4, [x6], 4 |
| 349 | DUP s4, v4.s[1] |
| 350 | 7: |
| 351 | TBZ x1, 1, 8f |
| 352 | ST1 {v7.h}[0], [x7], 2 |
| 353 | DUP h7, v7.h[1] |
| 354 | ST1 {v6.h}[0], [x17], 2 |
| 355 | DUP h6, v6.h[1] |
| 356 | ST1 {v5.h}[0], [x16], 2 |
| 357 | DUP h5, v5.h[1] |
| 358 | ST1 {v4.h}[0], [x6], 2 |
| 359 | DUP h4, v4.h[1] |
| 360 | 8: |
| 361 | TBZ x1, 0, 9f |
| 362 | ST1 {v7.b}[0], [x7] |
| 363 | ST1 {v6.b}[0], [x17] |
| 364 | ST1 {v5.b}[0], [x16] |
| 365 | ST1 {v4.b}[0], [x6] |
| 366 | 9: |
| 367 | # Restore x20-x21 from stack |
| 368 | LDP x20, x21, [sp], 16 |
| 369 | RET |
| 370 | |
| 371 | END_FUNCTION xnn_qs8_igemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64 |
| 372 | |
| 373 | #ifdef __ELF__ |
| 374 | .section ".note.GNU-stack","",%progbits |
| 375 | #endif |