1 // Auto-generated file. Do not edit!
2 // Template: src/f32-dwconv/up-scalar.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2019 Google LLC
6 //
7 // This source code is licensed under the BSD-style license found in the
8 // LICENSE file in the root directory of this source tree.
9
10 #include <assert.h>
11
12 #include <xnnpack/dwconv.h>
13 #include <xnnpack/math.h>
14
15
xnn_f32_dwconv_minmax_ukernel_up2x25__scalar_acc2(size_t channels,size_t output_width,const float ** input,const float * weights,float * output,size_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)])16 void xnn_f32_dwconv_minmax_ukernel_up2x25__scalar_acc2(
17 size_t channels,
18 size_t output_width,
19 const float** input,
20 const float* weights,
21 float* output,
22 size_t input_stride,
23 size_t output_increment,
24 size_t input_offset,
25 const float* zero,
26 const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
27 {
28 assert(channels != 0);
29 assert(output_width != 0);
30
31 const float vmin = params->scalar.min;
32 const float vmax = params->scalar.max;
33 do {
34 const float* i0 = input[0];
35 assert(i0 != NULL);
36 if XNN_UNPREDICTABLE(i0 != zero) {
37 i0 = (const float*) ((uintptr_t) i0 + input_offset);
38 }
39 const float* i1 = input[1];
40 assert(i1 != NULL);
41 if XNN_UNPREDICTABLE(i1 != zero) {
42 i1 = (const float*) ((uintptr_t) i1 + input_offset);
43 }
44 const float* i2 = input[2];
45 assert(i2 != NULL);
46 if XNN_UNPREDICTABLE(i2 != zero) {
47 i2 = (const float*) ((uintptr_t) i2 + input_offset);
48 }
49 const float* i3 = input[3];
50 assert(i3 != NULL);
51 if XNN_UNPREDICTABLE(i3 != zero) {
52 i3 = (const float*) ((uintptr_t) i3 + input_offset);
53 }
54 const float* i4 = input[4];
55 assert(i4 != NULL);
56 if XNN_UNPREDICTABLE(i4 != zero) {
57 i4 = (const float*) ((uintptr_t) i4 + input_offset);
58 }
59 const float* i5 = input[5];
60 assert(i5 != NULL);
61 if XNN_UNPREDICTABLE(i5 != zero) {
62 i5 = (const float*) ((uintptr_t) i5 + input_offset);
63 }
64 const float* i6 = input[6];
65 assert(i6 != NULL);
66 if XNN_UNPREDICTABLE(i6 != zero) {
67 i6 = (const float*) ((uintptr_t) i6 + input_offset);
68 }
69 const float* i7 = input[7];
70 assert(i7 != NULL);
71 if XNN_UNPREDICTABLE(i7 != zero) {
72 i7 = (const float*) ((uintptr_t) i7 + input_offset);
73 }
74 const float* i8 = input[8];
75 assert(i8 != NULL);
76 if XNN_UNPREDICTABLE(i8 != zero) {
77 i8 = (const float*) ((uintptr_t) i8 + input_offset);
78 }
79 const float* i9 = input[9];
80 assert(i9 != NULL);
81 if XNN_UNPREDICTABLE(i9 != zero) {
82 i9 = (const float*) ((uintptr_t) i9 + input_offset);
83 }
84 const float* i10 = input[10];
85 assert(i10 != NULL);
86 if XNN_UNPREDICTABLE(i10 != zero) {
87 i10 = (const float*) ((uintptr_t) i10 + input_offset);
88 }
89 const float* i11 = input[11];
90 assert(i11 != NULL);
91 if XNN_UNPREDICTABLE(i11 != zero) {
92 i11 = (const float*) ((uintptr_t) i11 + input_offset);
93 }
94 const float* i12 = input[12];
95 assert(i12 != NULL);
96 if XNN_UNPREDICTABLE(i12 != zero) {
97 i12 = (const float*) ((uintptr_t) i12 + input_offset);
98 }
99 const float* i13 = input[13];
100 assert(i13 != NULL);
101 if XNN_UNPREDICTABLE(i13 != zero) {
102 i13 = (const float*) ((uintptr_t) i13 + input_offset);
103 }
104 const float* i14 = input[14];
105 assert(i14 != NULL);
106 if XNN_UNPREDICTABLE(i14 != zero) {
107 i14 = (const float*) ((uintptr_t) i14 + input_offset);
108 }
109 const float* i15 = input[15];
110 assert(i15 != NULL);
111 if XNN_UNPREDICTABLE(i15 != zero) {
112 i15 = (const float*) ((uintptr_t) i15 + input_offset);
113 }
114 const float* i16 = input[16];
115 assert(i16 != NULL);
116 if XNN_UNPREDICTABLE(i16 != zero) {
117 i16 = (const float*) ((uintptr_t) i16 + input_offset);
118 }
119 const float* i17 = input[17];
120 assert(i17 != NULL);
121 if XNN_UNPREDICTABLE(i17 != zero) {
122 i17 = (const float*) ((uintptr_t) i17 + input_offset);
123 }
124 const float* i18 = input[18];
125 assert(i18 != NULL);
126 if XNN_UNPREDICTABLE(i18 != zero) {
127 i18 = (const float*) ((uintptr_t) i18 + input_offset);
128 }
129 const float* i19 = input[19];
130 assert(i19 != NULL);
131 if XNN_UNPREDICTABLE(i19 != zero) {
132 i19 = (const float*) ((uintptr_t) i19 + input_offset);
133 }
134 const float* i20 = input[20];
135 assert(i20 != NULL);
136 if XNN_UNPREDICTABLE(i20 != zero) {
137 i20 = (const float*) ((uintptr_t) i20 + input_offset);
138 }
139 const float* i21 = input[21];
140 assert(i21 != NULL);
141 if XNN_UNPREDICTABLE(i21 != zero) {
142 i21 = (const float*) ((uintptr_t) i21 + input_offset);
143 }
144 const float* i22 = input[22];
145 assert(i22 != NULL);
146 if XNN_UNPREDICTABLE(i22 != zero) {
147 i22 = (const float*) ((uintptr_t) i22 + input_offset);
148 }
149 const float* i23 = input[23];
150 assert(i23 != NULL);
151 if XNN_UNPREDICTABLE(i23 != zero) {
152 i23 = (const float*) ((uintptr_t) i23 + input_offset);
153 }
154 const float* i24 = input[24];
155 assert(i24 != NULL);
156 if XNN_UNPREDICTABLE(i24 != zero) {
157 i24 = (const float*) ((uintptr_t) i24 + input_offset);
158 }
159 input = (const float**) ((uintptr_t) input + input_stride);
160
161 size_t c = channels;
162 const float* w = weights;
163 for (; c >= 2; c -= 2) {
164 float vacc0p0 = w[0];
165 float vacc1p0 = w[1];
166
167
168 const float vi0x0 = i0[0];
169 const float vi0x1 = i0[1];
170 i0 += 2;
171
172 const float vk0x0 = w[2];
173 vacc0p0 = math_muladd_f32(vi0x0, vk0x0, vacc0p0);
174 const float vk0x1 = w[3];
175 vacc1p0 = math_muladd_f32(vi0x1, vk0x1, vacc1p0);
176
177 const float vi1x0 = i1[0];
178 const float vi1x1 = i1[1];
179 i1 += 2;
180
181 const float vk1x0 = w[4];
182 float vacc0p1 = vi1x0 * vk1x0;
183 const float vk1x1 = w[5];
184 float vacc1p1 = vi1x1 * vk1x1;
185
186 const float vi2x0 = i2[0];
187 const float vi2x1 = i2[1];
188 i2 += 2;
189
190 const float vk2x0 = w[6];
191 vacc0p0 = math_muladd_f32(vi2x0, vk2x0, vacc0p0);
192 const float vk2x1 = w[7];
193 vacc1p0 = math_muladd_f32(vi2x1, vk2x1, vacc1p0);
194
195 const float vi3x0 = i3[0];
196 const float vi3x1 = i3[1];
197 i3 += 2;
198
199 const float vk3x0 = w[8];
200 vacc0p1 = math_muladd_f32(vi3x0, vk3x0, vacc0p1);
201 const float vk3x1 = w[9];
202 vacc1p1 = math_muladd_f32(vi3x1, vk3x1, vacc1p1);
203
204 const float vi4x0 = i4[0];
205 const float vi4x1 = i4[1];
206 i4 += 2;
207
208 const float vk4x0 = w[10];
209 vacc0p0 = math_muladd_f32(vi4x0, vk4x0, vacc0p0);
210 const float vk4x1 = w[11];
211 vacc1p0 = math_muladd_f32(vi4x1, vk4x1, vacc1p0);
212
213 const float vi5x0 = i5[0];
214 const float vi5x1 = i5[1];
215 i5 += 2;
216
217 const float vk5x0 = w[12];
218 vacc0p1 = math_muladd_f32(vi5x0, vk5x0, vacc0p1);
219 const float vk5x1 = w[13];
220 vacc1p1 = math_muladd_f32(vi5x1, vk5x1, vacc1p1);
221
222 const float vi6x0 = i6[0];
223 const float vi6x1 = i6[1];
224 i6 += 2;
225
226 const float vk6x0 = w[14];
227 vacc0p0 = math_muladd_f32(vi6x0, vk6x0, vacc0p0);
228 const float vk6x1 = w[15];
229 vacc1p0 = math_muladd_f32(vi6x1, vk6x1, vacc1p0);
230
231 const float vi7x0 = i7[0];
232 const float vi7x1 = i7[1];
233 i7 += 2;
234
235 const float vk7x0 = w[16];
236 vacc0p1 = math_muladd_f32(vi7x0, vk7x0, vacc0p1);
237 const float vk7x1 = w[17];
238 vacc1p1 = math_muladd_f32(vi7x1, vk7x1, vacc1p1);
239
240 const float vi8x0 = i8[0];
241 const float vi8x1 = i8[1];
242 i8 += 2;
243
244 const float vk8x0 = w[18];
245 vacc0p0 = math_muladd_f32(vi8x0, vk8x0, vacc0p0);
246 const float vk8x1 = w[19];
247 vacc1p0 = math_muladd_f32(vi8x1, vk8x1, vacc1p0);
248
249 const float vi9x0 = i9[0];
250 const float vi9x1 = i9[1];
251 i9 += 2;
252
253 const float vk9x0 = w[20];
254 vacc0p1 = math_muladd_f32(vi9x0, vk9x0, vacc0p1);
255 const float vk9x1 = w[21];
256 vacc1p1 = math_muladd_f32(vi9x1, vk9x1, vacc1p1);
257
258 const float vi10x0 = i10[0];
259 const float vi10x1 = i10[1];
260 i10 += 2;
261
262 const float vk10x0 = w[22];
263 vacc0p0 = math_muladd_f32(vi10x0, vk10x0, vacc0p0);
264 const float vk10x1 = w[23];
265 vacc1p0 = math_muladd_f32(vi10x1, vk10x1, vacc1p0);
266
267 const float vi11x0 = i11[0];
268 const float vi11x1 = i11[1];
269 i11 += 2;
270
271 const float vk11x0 = w[24];
272 vacc0p1 = math_muladd_f32(vi11x0, vk11x0, vacc0p1);
273 const float vk11x1 = w[25];
274 vacc1p1 = math_muladd_f32(vi11x1, vk11x1, vacc1p1);
275
276 const float vi12x0 = i12[0];
277 const float vi12x1 = i12[1];
278 i12 += 2;
279
280 const float vk12x0 = w[26];
281 vacc0p0 = math_muladd_f32(vi12x0, vk12x0, vacc0p0);
282 const float vk12x1 = w[27];
283 vacc1p0 = math_muladd_f32(vi12x1, vk12x1, vacc1p0);
284
285 const float vi13x0 = i13[0];
286 const float vi13x1 = i13[1];
287 i13 += 2;
288
289 const float vk13x0 = w[28];
290 vacc0p1 = math_muladd_f32(vi13x0, vk13x0, vacc0p1);
291 const float vk13x1 = w[29];
292 vacc1p1 = math_muladd_f32(vi13x1, vk13x1, vacc1p1);
293
294 const float vi14x0 = i14[0];
295 const float vi14x1 = i14[1];
296 i14 += 2;
297
298 const float vk14x0 = w[30];
299 vacc0p0 = math_muladd_f32(vi14x0, vk14x0, vacc0p0);
300 const float vk14x1 = w[31];
301 vacc1p0 = math_muladd_f32(vi14x1, vk14x1, vacc1p0);
302
303 const float vi15x0 = i15[0];
304 const float vi15x1 = i15[1];
305 i15 += 2;
306
307 const float vk15x0 = w[32];
308 vacc0p1 = math_muladd_f32(vi15x0, vk15x0, vacc0p1);
309 const float vk15x1 = w[33];
310 vacc1p1 = math_muladd_f32(vi15x1, vk15x1, vacc1p1);
311
312 const float vi16x0 = i16[0];
313 const float vi16x1 = i16[1];
314 i16 += 2;
315
316 const float vk16x0 = w[34];
317 vacc0p0 = math_muladd_f32(vi16x0, vk16x0, vacc0p0);
318 const float vk16x1 = w[35];
319 vacc1p0 = math_muladd_f32(vi16x1, vk16x1, vacc1p0);
320
321 const float vi17x0 = i17[0];
322 const float vi17x1 = i17[1];
323 i17 += 2;
324
325 const float vk17x0 = w[36];
326 vacc0p1 = math_muladd_f32(vi17x0, vk17x0, vacc0p1);
327 const float vk17x1 = w[37];
328 vacc1p1 = math_muladd_f32(vi17x1, vk17x1, vacc1p1);
329
330 const float vi18x0 = i18[0];
331 const float vi18x1 = i18[1];
332 i18 += 2;
333
334 const float vk18x0 = w[38];
335 vacc0p0 = math_muladd_f32(vi18x0, vk18x0, vacc0p0);
336 const float vk18x1 = w[39];
337 vacc1p0 = math_muladd_f32(vi18x1, vk18x1, vacc1p0);
338
339 const float vi19x0 = i19[0];
340 const float vi19x1 = i19[1];
341 i19 += 2;
342
343 const float vk19x0 = w[40];
344 vacc0p1 = math_muladd_f32(vi19x0, vk19x0, vacc0p1);
345 const float vk19x1 = w[41];
346 vacc1p1 = math_muladd_f32(vi19x1, vk19x1, vacc1p1);
347
348 const float vi20x0 = i20[0];
349 const float vi20x1 = i20[1];
350 i20 += 2;
351
352 const float vk20x0 = w[42];
353 vacc0p0 = math_muladd_f32(vi20x0, vk20x0, vacc0p0);
354 const float vk20x1 = w[43];
355 vacc1p0 = math_muladd_f32(vi20x1, vk20x1, vacc1p0);
356
357 const float vi21x0 = i21[0];
358 const float vi21x1 = i21[1];
359 i21 += 2;
360
361 const float vk21x0 = w[44];
362 vacc0p1 = math_muladd_f32(vi21x0, vk21x0, vacc0p1);
363 const float vk21x1 = w[45];
364 vacc1p1 = math_muladd_f32(vi21x1, vk21x1, vacc1p1);
365
366 const float vi22x0 = i22[0];
367 const float vi22x1 = i22[1];
368 i22 += 2;
369
370 const float vk22x0 = w[46];
371 vacc0p0 = math_muladd_f32(vi22x0, vk22x0, vacc0p0);
372 const float vk22x1 = w[47];
373 vacc1p0 = math_muladd_f32(vi22x1, vk22x1, vacc1p0);
374
375 const float vi23x0 = i23[0];
376 const float vi23x1 = i23[1];
377 i23 += 2;
378
379 const float vk23x0 = w[48];
380 vacc0p1 = math_muladd_f32(vi23x0, vk23x0, vacc0p1);
381 const float vk23x1 = w[49];
382 vacc1p1 = math_muladd_f32(vi23x1, vk23x1, vacc1p1);
383
384 const float vi24x0 = i24[0];
385 const float vi24x1 = i24[1];
386 i24 += 2;
387
388 const float vk24x0 = w[50];
389 vacc0p0 = math_muladd_f32(vi24x0, vk24x0, vacc0p0);
390 const float vk24x1 = w[51];
391 vacc1p0 = math_muladd_f32(vi24x1, vk24x1, vacc1p0);
392
393 w += 52;
394
395 // Add up all accumulators to vacc01p0
396 vacc0p0 = vacc0p0 + vacc0p1;
397 vacc1p0 = vacc1p0 + vacc1p1;
398
399 float vacc0 = math_max_f32(vacc0p0, vmin);
400 float vacc1 = math_max_f32(vacc1p0, vmin);
401
402 vacc0 = math_min_f32(vacc0, vmax);
403 vacc1 = math_min_f32(vacc1, vmax);
404
405 output[0] = vacc0;
406 output[1] = vacc1;
407 output += 2;
408 }
409 for (; c >= 1; c -= 1) {
410 float vacc0p0 = *w++;
411
412 const float vi0 = *i0++;
413 const float vk0 = w[1];
414 vacc0p0 = math_muladd_f32(vi0, vk0, vacc0p0);
415 const float vi1 = *i1++;
416 const float vk1 = w[3];
417 float vacc0p1 = vi1 * vk1;
418 const float vi2 = *i2++;
419 const float vk2 = w[5];
420 vacc0p0 = math_muladd_f32(vi2, vk2, vacc0p0);
421 const float vi3 = *i3++;
422 const float vk3 = w[7];
423 vacc0p1 = math_muladd_f32(vi3, vk3, vacc0p1);
424 const float vi4 = *i4++;
425 const float vk4 = w[9];
426 vacc0p0 = math_muladd_f32(vi4, vk4, vacc0p0);
427 const float vi5 = *i5++;
428 const float vk5 = w[11];
429 vacc0p1 = math_muladd_f32(vi5, vk5, vacc0p1);
430 const float vi6 = *i6++;
431 const float vk6 = w[13];
432 vacc0p0 = math_muladd_f32(vi6, vk6, vacc0p0);
433 const float vi7 = *i7++;
434 const float vk7 = w[15];
435 vacc0p1 = math_muladd_f32(vi7, vk7, vacc0p1);
436 const float vi8 = *i8++;
437 const float vk8 = w[17];
438 vacc0p0 = math_muladd_f32(vi8, vk8, vacc0p0);
439 const float vi9 = *i9++;
440 const float vk9 = w[19];
441 vacc0p1 = math_muladd_f32(vi9, vk9, vacc0p1);
442 const float vi10 = *i10++;
443 const float vk10 = w[21];
444 vacc0p0 = math_muladd_f32(vi10, vk10, vacc0p0);
445 const float vi11 = *i11++;
446 const float vk11 = w[23];
447 vacc0p1 = math_muladd_f32(vi11, vk11, vacc0p1);
448 const float vi12 = *i12++;
449 const float vk12 = w[25];
450 vacc0p0 = math_muladd_f32(vi12, vk12, vacc0p0);
451 const float vi13 = *i13++;
452 const float vk13 = w[27];
453 vacc0p1 = math_muladd_f32(vi13, vk13, vacc0p1);
454 const float vi14 = *i14++;
455 const float vk14 = w[29];
456 vacc0p0 = math_muladd_f32(vi14, vk14, vacc0p0);
457 const float vi15 = *i15++;
458 const float vk15 = w[31];
459 vacc0p1 = math_muladd_f32(vi15, vk15, vacc0p1);
460 const float vi16 = *i16++;
461 const float vk16 = w[33];
462 vacc0p0 = math_muladd_f32(vi16, vk16, vacc0p0);
463 const float vi17 = *i17++;
464 const float vk17 = w[35];
465 vacc0p1 = math_muladd_f32(vi17, vk17, vacc0p1);
466 const float vi18 = *i18++;
467 const float vk18 = w[37];
468 vacc0p0 = math_muladd_f32(vi18, vk18, vacc0p0);
469 const float vi19 = *i19++;
470 const float vk19 = w[39];
471 vacc0p1 = math_muladd_f32(vi19, vk19, vacc0p1);
472 const float vi20 = *i20++;
473 const float vk20 = w[41];
474 vacc0p0 = math_muladd_f32(vi20, vk20, vacc0p0);
475 const float vi21 = *i21++;
476 const float vk21 = w[43];
477 vacc0p1 = math_muladd_f32(vi21, vk21, vacc0p1);
478 const float vi22 = *i22++;
479 const float vk22 = w[45];
480 vacc0p0 = math_muladd_f32(vi22, vk22, vacc0p0);
481 const float vi23 = *i23++;
482 const float vk23 = w[47];
483 vacc0p1 = math_muladd_f32(vi23, vk23, vacc0p1);
484 const float vi24 = *i24++;
485 const float vk24 = w[49];
486 vacc0p0 = math_muladd_f32(vi24, vk24, vacc0p0);
487
488 // Add up all accumulators to vacc01p0
489 vacc0p0 = vacc0p0 + vacc0p1;
490
491 float vacc0 = math_max_f32(vacc0p0, vmin);
492 vacc0 = math_min_f32(vacc0, vmax);
493 *output++ = vacc0;
494 }
495
496 output = (float*) ((uintptr_t) output + output_increment);
497 } while (--output_width != 0);
498 }
499