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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_ukernel_up2x25__scalar(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_default_params params[restrict XNN_MIN_ELEMENTS (1)])16 void xnn_f32_dwconv_ukernel_up2x25__scalar(
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_default_params params[restrict XNN_MIN_ELEMENTS(1)])
27 {
28   assert(channels != 0);
29   assert(output_width != 0);
30 
31   do {
32     const float* i0 = input[0];
33     assert(i0 != NULL);
34     if XNN_UNPREDICTABLE(i0 != zero) {
35       i0 = (const float*) ((uintptr_t) i0 + input_offset);
36     }
37     const float* i1 = input[1];
38     assert(i1 != NULL);
39     if XNN_UNPREDICTABLE(i1 != zero) {
40       i1 = (const float*) ((uintptr_t) i1 + input_offset);
41     }
42     const float* i2 = input[2];
43     assert(i2 != NULL);
44     if XNN_UNPREDICTABLE(i2 != zero) {
45       i2 = (const float*) ((uintptr_t) i2 + input_offset);
46     }
47     const float* i3 = input[3];
48     assert(i3 != NULL);
49     if XNN_UNPREDICTABLE(i3 != zero) {
50       i3 = (const float*) ((uintptr_t) i3 + input_offset);
51     }
52     const float* i4 = input[4];
53     assert(i4 != NULL);
54     if XNN_UNPREDICTABLE(i4 != zero) {
55       i4 = (const float*) ((uintptr_t) i4 + input_offset);
56     }
57     const float* i5 = input[5];
58     assert(i5 != NULL);
59     if XNN_UNPREDICTABLE(i5 != zero) {
60       i5 = (const float*) ((uintptr_t) i5 + input_offset);
61     }
62     const float* i6 = input[6];
63     assert(i6 != NULL);
64     if XNN_UNPREDICTABLE(i6 != zero) {
65       i6 = (const float*) ((uintptr_t) i6 + input_offset);
66     }
67     const float* i7 = input[7];
68     assert(i7 != NULL);
69     if XNN_UNPREDICTABLE(i7 != zero) {
70       i7 = (const float*) ((uintptr_t) i7 + input_offset);
71     }
72     const float* i8 = input[8];
73     assert(i8 != NULL);
74     if XNN_UNPREDICTABLE(i8 != zero) {
75       i8 = (const float*) ((uintptr_t) i8 + input_offset);
76     }
77     const float* i9 = input[9];
78     assert(i9 != NULL);
79     if XNN_UNPREDICTABLE(i9 != zero) {
80       i9 = (const float*) ((uintptr_t) i9 + input_offset);
81     }
82     const float* i10 = input[10];
83     assert(i10 != NULL);
84     if XNN_UNPREDICTABLE(i10 != zero) {
85       i10 = (const float*) ((uintptr_t) i10 + input_offset);
86     }
87     const float* i11 = input[11];
88     assert(i11 != NULL);
89     if XNN_UNPREDICTABLE(i11 != zero) {
90       i11 = (const float*) ((uintptr_t) i11 + input_offset);
91     }
92     const float* i12 = input[12];
93     assert(i12 != NULL);
94     if XNN_UNPREDICTABLE(i12 != zero) {
95       i12 = (const float*) ((uintptr_t) i12 + input_offset);
96     }
97     const float* i13 = input[13];
98     assert(i13 != NULL);
99     if XNN_UNPREDICTABLE(i13 != zero) {
100       i13 = (const float*) ((uintptr_t) i13 + input_offset);
101     }
102     const float* i14 = input[14];
103     assert(i14 != NULL);
104     if XNN_UNPREDICTABLE(i14 != zero) {
105       i14 = (const float*) ((uintptr_t) i14 + input_offset);
106     }
107     const float* i15 = input[15];
108     assert(i15 != NULL);
109     if XNN_UNPREDICTABLE(i15 != zero) {
110       i15 = (const float*) ((uintptr_t) i15 + input_offset);
111     }
112     const float* i16 = input[16];
113     assert(i16 != NULL);
114     if XNN_UNPREDICTABLE(i16 != zero) {
115       i16 = (const float*) ((uintptr_t) i16 + input_offset);
116     }
117     const float* i17 = input[17];
118     assert(i17 != NULL);
119     if XNN_UNPREDICTABLE(i17 != zero) {
120       i17 = (const float*) ((uintptr_t) i17 + input_offset);
121     }
122     const float* i18 = input[18];
123     assert(i18 != NULL);
124     if XNN_UNPREDICTABLE(i18 != zero) {
125       i18 = (const float*) ((uintptr_t) i18 + input_offset);
126     }
127     const float* i19 = input[19];
128     assert(i19 != NULL);
129     if XNN_UNPREDICTABLE(i19 != zero) {
130       i19 = (const float*) ((uintptr_t) i19 + input_offset);
131     }
132     const float* i20 = input[20];
133     assert(i20 != NULL);
134     if XNN_UNPREDICTABLE(i20 != zero) {
135       i20 = (const float*) ((uintptr_t) i20 + input_offset);
136     }
137     const float* i21 = input[21];
138     assert(i21 != NULL);
139     if XNN_UNPREDICTABLE(i21 != zero) {
140       i21 = (const float*) ((uintptr_t) i21 + input_offset);
141     }
142     const float* i22 = input[22];
143     assert(i22 != NULL);
144     if XNN_UNPREDICTABLE(i22 != zero) {
145       i22 = (const float*) ((uintptr_t) i22 + input_offset);
146     }
147     const float* i23 = input[23];
148     assert(i23 != NULL);
149     if XNN_UNPREDICTABLE(i23 != zero) {
150       i23 = (const float*) ((uintptr_t) i23 + input_offset);
151     }
152     const float* i24 = input[24];
153     assert(i24 != NULL);
154     if XNN_UNPREDICTABLE(i24 != zero) {
155       i24 = (const float*) ((uintptr_t) i24 + input_offset);
156     }
157     input = (const float**) ((uintptr_t) input + input_stride);
158 
159     size_t c = channels;
160     const float* w = weights;
161     for (; c >= 2; c -= 2) {
162       float vacc0p0 = w[0];
163       float vacc1p0 = w[1];
164 
165 
166       const float vi0x0 = i0[0];
167       const float vi0x1 = i0[1];
168       i0 += 2;
169 
170       const float vk0x0 = w[2];
171       vacc0p0 += vi0x0 * vk0x0;
172       const float vk0x1 = w[3];
173       vacc1p0 += vi0x1 * vk0x1;
174 
175       const float vi1x0 = i1[0];
176       const float vi1x1 = i1[1];
177       i1 += 2;
178 
179       const float vk1x0 = w[4];
180       vacc0p0 += vi1x0 * vk1x0;
181       const float vk1x1 = w[5];
182       vacc1p0 += vi1x1 * vk1x1;
183 
184       const float vi2x0 = i2[0];
185       const float vi2x1 = i2[1];
186       i2 += 2;
187 
188       const float vk2x0 = w[6];
189       vacc0p0 += vi2x0 * vk2x0;
190       const float vk2x1 = w[7];
191       vacc1p0 += vi2x1 * vk2x1;
192 
193       const float vi3x0 = i3[0];
194       const float vi3x1 = i3[1];
195       i3 += 2;
196 
197       const float vk3x0 = w[8];
198       vacc0p0 += vi3x0 * vk3x0;
199       const float vk3x1 = w[9];
200       vacc1p0 += vi3x1 * vk3x1;
201 
202       const float vi4x0 = i4[0];
203       const float vi4x1 = i4[1];
204       i4 += 2;
205 
206       const float vk4x0 = w[10];
207       vacc0p0 += vi4x0 * vk4x0;
208       const float vk4x1 = w[11];
209       vacc1p0 += vi4x1 * vk4x1;
210 
211       const float vi5x0 = i5[0];
212       const float vi5x1 = i5[1];
213       i5 += 2;
214 
215       const float vk5x0 = w[12];
216       vacc0p0 += vi5x0 * vk5x0;
217       const float vk5x1 = w[13];
218       vacc1p0 += vi5x1 * vk5x1;
219 
220       const float vi6x0 = i6[0];
221       const float vi6x1 = i6[1];
222       i6 += 2;
223 
224       const float vk6x0 = w[14];
225       vacc0p0 += vi6x0 * vk6x0;
226       const float vk6x1 = w[15];
227       vacc1p0 += vi6x1 * vk6x1;
228 
229       const float vi7x0 = i7[0];
230       const float vi7x1 = i7[1];
231       i7 += 2;
232 
233       const float vk7x0 = w[16];
234       vacc0p0 += vi7x0 * vk7x0;
235       const float vk7x1 = w[17];
236       vacc1p0 += vi7x1 * vk7x1;
237 
238       const float vi8x0 = i8[0];
239       const float vi8x1 = i8[1];
240       i8 += 2;
241 
242       const float vk8x0 = w[18];
243       vacc0p0 += vi8x0 * vk8x0;
244       const float vk8x1 = w[19];
245       vacc1p0 += vi8x1 * vk8x1;
246 
247       const float vi9x0 = i9[0];
248       const float vi9x1 = i9[1];
249       i9 += 2;
250 
251       const float vk9x0 = w[20];
252       vacc0p0 += vi9x0 * vk9x0;
253       const float vk9x1 = w[21];
254       vacc1p0 += vi9x1 * vk9x1;
255 
256       const float vi10x0 = i10[0];
257       const float vi10x1 = i10[1];
258       i10 += 2;
259 
260       const float vk10x0 = w[22];
261       vacc0p0 += vi10x0 * vk10x0;
262       const float vk10x1 = w[23];
263       vacc1p0 += vi10x1 * vk10x1;
264 
265       const float vi11x0 = i11[0];
266       const float vi11x1 = i11[1];
267       i11 += 2;
268 
269       const float vk11x0 = w[24];
270       vacc0p0 += vi11x0 * vk11x0;
271       const float vk11x1 = w[25];
272       vacc1p0 += vi11x1 * vk11x1;
273 
274       const float vi12x0 = i12[0];
275       const float vi12x1 = i12[1];
276       i12 += 2;
277 
278       const float vk12x0 = w[26];
279       vacc0p0 += vi12x0 * vk12x0;
280       const float vk12x1 = w[27];
281       vacc1p0 += vi12x1 * vk12x1;
282 
283       const float vi13x0 = i13[0];
284       const float vi13x1 = i13[1];
285       i13 += 2;
286 
287       const float vk13x0 = w[28];
288       vacc0p0 += vi13x0 * vk13x0;
289       const float vk13x1 = w[29];
290       vacc1p0 += vi13x1 * vk13x1;
291 
292       const float vi14x0 = i14[0];
293       const float vi14x1 = i14[1];
294       i14 += 2;
295 
296       const float vk14x0 = w[30];
297       vacc0p0 += vi14x0 * vk14x0;
298       const float vk14x1 = w[31];
299       vacc1p0 += vi14x1 * vk14x1;
300 
301       const float vi15x0 = i15[0];
302       const float vi15x1 = i15[1];
303       i15 += 2;
304 
305       const float vk15x0 = w[32];
306       vacc0p0 += vi15x0 * vk15x0;
307       const float vk15x1 = w[33];
308       vacc1p0 += vi15x1 * vk15x1;
309 
310       const float vi16x0 = i16[0];
311       const float vi16x1 = i16[1];
312       i16 += 2;
313 
314       const float vk16x0 = w[34];
315       vacc0p0 += vi16x0 * vk16x0;
316       const float vk16x1 = w[35];
317       vacc1p0 += vi16x1 * vk16x1;
318 
319       const float vi17x0 = i17[0];
320       const float vi17x1 = i17[1];
321       i17 += 2;
322 
323       const float vk17x0 = w[36];
324       vacc0p0 += vi17x0 * vk17x0;
325       const float vk17x1 = w[37];
326       vacc1p0 += vi17x1 * vk17x1;
327 
328       const float vi18x0 = i18[0];
329       const float vi18x1 = i18[1];
330       i18 += 2;
331 
332       const float vk18x0 = w[38];
333       vacc0p0 += vi18x0 * vk18x0;
334       const float vk18x1 = w[39];
335       vacc1p0 += vi18x1 * vk18x1;
336 
337       const float vi19x0 = i19[0];
338       const float vi19x1 = i19[1];
339       i19 += 2;
340 
341       const float vk19x0 = w[40];
342       vacc0p0 += vi19x0 * vk19x0;
343       const float vk19x1 = w[41];
344       vacc1p0 += vi19x1 * vk19x1;
345 
346       const float vi20x0 = i20[0];
347       const float vi20x1 = i20[1];
348       i20 += 2;
349 
350       const float vk20x0 = w[42];
351       vacc0p0 += vi20x0 * vk20x0;
352       const float vk20x1 = w[43];
353       vacc1p0 += vi20x1 * vk20x1;
354 
355       const float vi21x0 = i21[0];
356       const float vi21x1 = i21[1];
357       i21 += 2;
358 
359       const float vk21x0 = w[44];
360       vacc0p0 += vi21x0 * vk21x0;
361       const float vk21x1 = w[45];
362       vacc1p0 += vi21x1 * vk21x1;
363 
364       const float vi22x0 = i22[0];
365       const float vi22x1 = i22[1];
366       i22 += 2;
367 
368       const float vk22x0 = w[46];
369       vacc0p0 += vi22x0 * vk22x0;
370       const float vk22x1 = w[47];
371       vacc1p0 += vi22x1 * vk22x1;
372 
373       const float vi23x0 = i23[0];
374       const float vi23x1 = i23[1];
375       i23 += 2;
376 
377       const float vk23x0 = w[48];
378       vacc0p0 += vi23x0 * vk23x0;
379       const float vk23x1 = w[49];
380       vacc1p0 += vi23x1 * vk23x1;
381 
382       const float vi24x0 = i24[0];
383       const float vi24x1 = i24[1];
384       i24 += 2;
385 
386       const float vk24x0 = w[50];
387       vacc0p0 += vi24x0 * vk24x0;
388       const float vk24x1 = w[51];
389       vacc1p0 += vi24x1 * vk24x1;
390 
391       w += 52;
392 
393 
394       output[0] = vacc0p0;
395       output[1] = vacc1p0;
396       output += 2;
397     }
398     for (; c >= 1; c -= 1) {
399       float vacc0p0 = *w++;
400 
401       const float vi0 = *i0++;
402       const float vk0 = w[1];
403       vacc0p0 += vi0 * vk0;
404       const float vi1 = *i1++;
405       const float vk1 = w[3];
406       vacc0p0 += vi1 * vk1;
407       const float vi2 = *i2++;
408       const float vk2 = w[5];
409       vacc0p0 += vi2 * vk2;
410       const float vi3 = *i3++;
411       const float vk3 = w[7];
412       vacc0p0 += vi3 * vk3;
413       const float vi4 = *i4++;
414       const float vk4 = w[9];
415       vacc0p0 += vi4 * vk4;
416       const float vi5 = *i5++;
417       const float vk5 = w[11];
418       vacc0p0 += vi5 * vk5;
419       const float vi6 = *i6++;
420       const float vk6 = w[13];
421       vacc0p0 += vi6 * vk6;
422       const float vi7 = *i7++;
423       const float vk7 = w[15];
424       vacc0p0 += vi7 * vk7;
425       const float vi8 = *i8++;
426       const float vk8 = w[17];
427       vacc0p0 += vi8 * vk8;
428       const float vi9 = *i9++;
429       const float vk9 = w[19];
430       vacc0p0 += vi9 * vk9;
431       const float vi10 = *i10++;
432       const float vk10 = w[21];
433       vacc0p0 += vi10 * vk10;
434       const float vi11 = *i11++;
435       const float vk11 = w[23];
436       vacc0p0 += vi11 * vk11;
437       const float vi12 = *i12++;
438       const float vk12 = w[25];
439       vacc0p0 += vi12 * vk12;
440       const float vi13 = *i13++;
441       const float vk13 = w[27];
442       vacc0p0 += vi13 * vk13;
443       const float vi14 = *i14++;
444       const float vk14 = w[29];
445       vacc0p0 += vi14 * vk14;
446       const float vi15 = *i15++;
447       const float vk15 = w[31];
448       vacc0p0 += vi15 * vk15;
449       const float vi16 = *i16++;
450       const float vk16 = w[33];
451       vacc0p0 += vi16 * vk16;
452       const float vi17 = *i17++;
453       const float vk17 = w[35];
454       vacc0p0 += vi17 * vk17;
455       const float vi18 = *i18++;
456       const float vk18 = w[37];
457       vacc0p0 += vi18 * vk18;
458       const float vi19 = *i19++;
459       const float vk19 = w[39];
460       vacc0p0 += vi19 * vk19;
461       const float vi20 = *i20++;
462       const float vk20 = w[41];
463       vacc0p0 += vi20 * vk20;
464       const float vi21 = *i21++;
465       const float vk21 = w[43];
466       vacc0p0 += vi21 * vk21;
467       const float vi22 = *i22++;
468       const float vk22 = w[45];
469       vacc0p0 += vi22 * vk22;
470       const float vi23 = *i23++;
471       const float vk23 = w[47];
472       vacc0p0 += vi23 * vk23;
473       const float vi24 = *i24++;
474       const float vk24 = w[49];
475       vacc0p0 += vi24 * vk24;
476 
477 
478       *output++ = vacc0p0;
479     }
480 
481     output = (float*) ((uintptr_t) output + output_increment);
482   } while (--output_width != 0);
483 }
484