File size: 14,999 Bytes
8b7c501 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 |
// Auto-generated file. Do not edit!
// Template: src/f32-dwconv/unipass-neon.c.in
// Generator: tools/xngen
//
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
#include <assert.h>
#include <arm_neon.h>
#include <xnnpack/dwconv.h>
void xnn_f32_dwconv_minmax_ukernel_25p4c__neonfma_acc2(
size_t channels,
size_t output_width,
const float** input,
const float* weights,
float* output,
intptr_t input_stride,
size_t output_increment,
size_t input_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(channels != 0);
assert(output_width != 0);
const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
do {
const float* i0 = input[0];
assert(i0 != NULL);
if XNN_UNPREDICTABLE(i0 != zero) {
i0 = (const float*) ((uintptr_t) i0 + input_offset);
}
const float* i1 = input[1];
assert(i1 != NULL);
if XNN_UNPREDICTABLE(i1 != zero) {
i1 = (const float*) ((uintptr_t) i1 + input_offset);
}
const float* i2 = input[2];
assert(i2 != NULL);
if XNN_UNPREDICTABLE(i2 != zero) {
i2 = (const float*) ((uintptr_t) i2 + input_offset);
}
const float* i3 = input[3];
assert(i3 != NULL);
if XNN_UNPREDICTABLE(i3 != zero) {
i3 = (const float*) ((uintptr_t) i3 + input_offset);
}
const float* i4 = input[4];
assert(i4 != NULL);
if XNN_UNPREDICTABLE(i4 != zero) {
i4 = (const float*) ((uintptr_t) i4 + input_offset);
}
const float* i5 = input[5];
assert(i5 != NULL);
if XNN_UNPREDICTABLE(i5 != zero) {
i5 = (const float*) ((uintptr_t) i5 + input_offset);
}
const float* i6 = input[6];
assert(i6 != NULL);
if XNN_UNPREDICTABLE(i6 != zero) {
i6 = (const float*) ((uintptr_t) i6 + input_offset);
}
const float* i7 = input[7];
assert(i7 != NULL);
if XNN_UNPREDICTABLE(i7 != zero) {
i7 = (const float*) ((uintptr_t) i7 + input_offset);
}
const float* i8 = input[8];
assert(i8 != NULL);
if XNN_UNPREDICTABLE(i8 != zero) {
i8 = (const float*) ((uintptr_t) i8 + input_offset);
}
const float* i9 = input[9];
assert(i9 != NULL);
if XNN_UNPREDICTABLE(i9 != zero) {
i9 = (const float*) ((uintptr_t) i9 + input_offset);
}
const float* i10 = input[10];
assert(i10 != NULL);
if XNN_UNPREDICTABLE(i10 != zero) {
i10 = (const float*) ((uintptr_t) i10 + input_offset);
}
const float* i11 = input[11];
assert(i11 != NULL);
if XNN_UNPREDICTABLE(i11 != zero) {
i11 = (const float*) ((uintptr_t) i11 + input_offset);
}
const float* i12 = input[12];
assert(i12 != NULL);
if XNN_UNPREDICTABLE(i12 != zero) {
i12 = (const float*) ((uintptr_t) i12 + input_offset);
}
const float* i13 = input[13];
assert(i13 != NULL);
if XNN_UNPREDICTABLE(i13 != zero) {
i13 = (const float*) ((uintptr_t) i13 + input_offset);
}
const float* i14 = input[14];
assert(i14 != NULL);
if XNN_UNPREDICTABLE(i14 != zero) {
i14 = (const float*) ((uintptr_t) i14 + input_offset);
}
const float* i15 = input[15];
assert(i15 != NULL);
if XNN_UNPREDICTABLE(i15 != zero) {
i15 = (const float*) ((uintptr_t) i15 + input_offset);
}
const float* i16 = input[16];
assert(i16 != NULL);
if XNN_UNPREDICTABLE(i16 != zero) {
i16 = (const float*) ((uintptr_t) i16 + input_offset);
}
const float* i17 = input[17];
assert(i17 != NULL);
if XNN_UNPREDICTABLE(i17 != zero) {
i17 = (const float*) ((uintptr_t) i17 + input_offset);
}
const float* i18 = input[18];
assert(i18 != NULL);
if XNN_UNPREDICTABLE(i18 != zero) {
i18 = (const float*) ((uintptr_t) i18 + input_offset);
}
const float* i19 = input[19];
assert(i19 != NULL);
if XNN_UNPREDICTABLE(i19 != zero) {
i19 = (const float*) ((uintptr_t) i19 + input_offset);
}
const float* i20 = input[20];
assert(i20 != NULL);
if XNN_UNPREDICTABLE(i20 != zero) {
i20 = (const float*) ((uintptr_t) i20 + input_offset);
}
const float* i21 = input[21];
assert(i21 != NULL);
if XNN_UNPREDICTABLE(i21 != zero) {
i21 = (const float*) ((uintptr_t) i21 + input_offset);
}
const float* i22 = input[22];
assert(i22 != NULL);
if XNN_UNPREDICTABLE(i22 != zero) {
i22 = (const float*) ((uintptr_t) i22 + input_offset);
}
const float* i23 = input[23];
assert(i23 != NULL);
if XNN_UNPREDICTABLE(i23 != zero) {
i23 = (const float*) ((uintptr_t) i23 + input_offset);
}
const float* i24 = input[24];
assert(i24 != NULL);
if XNN_UNPREDICTABLE(i24 != zero) {
i24 = (const float*) ((uintptr_t) i24 + input_offset);
}
input = (const float**) ((uintptr_t) input + input_stride);
size_t c = channels;
const float* w = weights;
for (; c >= 4; c -= 4) {
float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vk0x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123);
const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vk1x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vk2x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123);
const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vk3x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123);
const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4;
const float32x4_t vk4x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123);
const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4;
const float32x4_t vk5x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123);
const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4;
const float32x4_t vk6x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123);
const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4;
const float32x4_t vk7x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123);
const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4;
const float32x4_t vk8x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123);
const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4;
const float32x4_t vk9x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123);
const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4;
const float32x4_t vk10x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123);
const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4;
const float32x4_t vk11x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123);
const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4;
const float32x4_t vk12x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123);
const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4;
const float32x4_t vk13x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123);
const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4;
const float32x4_t vk14x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123);
const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4;
const float32x4_t vk15x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123);
const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4;
const float32x4_t vk16x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123);
const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4;
const float32x4_t vk17x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123);
const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4;
const float32x4_t vk18x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123);
const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4;
const float32x4_t vk19x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123);
const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4;
const float32x4_t vk20x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123);
const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4;
const float32x4_t vk21x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123);
const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4;
const float32x4_t vk22x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123);
const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4;
const float32x4_t vk23x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123);
const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4;
const float32x4_t vk24x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123);
// Add up all accumulators to vacc0123p0
vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
vacc0123 = vminq_f32(vacc0123, vmax);
vst1q_f32(output, vacc0123); output += 4;
}
if XNN_UNLIKELY(c != 0) {
float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
const float32x4_t vi0x0123 = vld1q_f32(i0);
const float32x4_t vk0x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123);
const float32x4_t vi1x0123 = vld1q_f32(i1);
const float32x4_t vk1x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
const float32x4_t vi2x0123 = vld1q_f32(i2);
const float32x4_t vk2x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123);
const float32x4_t vi3x0123 = vld1q_f32(i3);
const float32x4_t vk3x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123);
const float32x4_t vi4x0123 = vld1q_f32(i4);
const float32x4_t vk4x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123);
const float32x4_t vi5x0123 = vld1q_f32(i5);
const float32x4_t vk5x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123);
const float32x4_t vi6x0123 = vld1q_f32(i6);
const float32x4_t vk6x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123);
const float32x4_t vi7x0123 = vld1q_f32(i7);
const float32x4_t vk7x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123);
const float32x4_t vi8x0123 = vld1q_f32(i8);
const float32x4_t vk8x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123);
const float32x4_t vi9x0123 = vld1q_f32(i9);
const float32x4_t vk9x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123);
const float32x4_t vi10x0123 = vld1q_f32(i10);
const float32x4_t vk10x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123);
const float32x4_t vi11x0123 = vld1q_f32(i11);
const float32x4_t vk11x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123);
const float32x4_t vi12x0123 = vld1q_f32(i12);
const float32x4_t vk12x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123);
const float32x4_t vi13x0123 = vld1q_f32(i13);
const float32x4_t vk13x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123);
const float32x4_t vi14x0123 = vld1q_f32(i14);
const float32x4_t vk14x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123);
const float32x4_t vi15x0123 = vld1q_f32(i15);
const float32x4_t vk15x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123);
const float32x4_t vi16x0123 = vld1q_f32(i16);
const float32x4_t vk16x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123);
const float32x4_t vi17x0123 = vld1q_f32(i17);
const float32x4_t vk17x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123);
const float32x4_t vi18x0123 = vld1q_f32(i18);
const float32x4_t vk18x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123);
const float32x4_t vi19x0123 = vld1q_f32(i19);
const float32x4_t vk19x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123);
const float32x4_t vi20x0123 = vld1q_f32(i20);
const float32x4_t vk20x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123);
const float32x4_t vi21x0123 = vld1q_f32(i21);
const float32x4_t vk21x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123);
const float32x4_t vi22x0123 = vld1q_f32(i22);
const float32x4_t vk22x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123);
const float32x4_t vi23x0123 = vld1q_f32(i23);
const float32x4_t vk23x0123 = vld1q_f32(w); w += 4;
vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123);
const float32x4_t vi24x0123 = vld1q_f32(i24);
const float32x4_t vk24x0123 = vld1q_f32(w); w += 4;
vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123);
// Add up all accumulators to vacc0123p0
vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
vacc0123 = vminq_f32(vacc0123, vmax);
float32x2_t vacc01 = vget_low_f32(vacc0123);
if (c & 2) {
vst1_f32(output, vacc01); output += 2;
vacc01 = vget_high_f32(vacc0123);
}
if (c & 1) {
vst1_lane_f32(output, vacc01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_width != 0);
}
|