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1 // Auto-generated file. Do not edit!
2 //   Template: src/f32-dwconv/up-avx.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 <immintrin.h>
13 
14 #include <xnnpack/dwconv.h>
15 
16 
17 static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0};
18 
xnn_f32_dwconv_ukernel_up8x25__fma3(size_t channels,size_t output_width,const float ** input,const float * weights,float * output,size_t input_stride,size_t output_increment,const union xnn_f32_output_params params[restrict static1])19 void xnn_f32_dwconv_ukernel_up8x25__fma3(
20     size_t channels,
21     size_t output_width,
22     const float** input,
23     const float* weights,
24     float* output,
25     size_t input_stride,
26     size_t output_increment,
27     const union xnn_f32_output_params params[restrict static 1])
28 {
29   assert(channels != 0);
30   assert(output_width != 0);
31 
32   const __m256 vmax = _mm256_broadcast_ps((const __m128*) params->sse.max);
33   const __m256 vmin = _mm256_broadcast_ps((const __m128*) params->sse.min);
34   do {
35     const float* i0 = input[0];
36     assert(i0 != NULL);
37     const float* i1 = input[1];
38     assert(i1 != NULL);
39     const float* i2 = input[2];
40     assert(i2 != NULL);
41     const float* i3 = input[3];
42     assert(i3 != NULL);
43     const float* i4 = input[4];
44     assert(i4 != NULL);
45     const float* i5 = input[5];
46     assert(i5 != NULL);
47     const float* i6 = input[6];
48     assert(i6 != NULL);
49     const float* i7 = input[7];
50     assert(i7 != NULL);
51     const float* i8 = input[8];
52     assert(i8 != NULL);
53     const float* i9 = input[9];
54     assert(i9 != NULL);
55     const float* i10 = input[10];
56     assert(i10 != NULL);
57     const float* i11 = input[11];
58     assert(i11 != NULL);
59     const float* i12 = input[12];
60     assert(i12 != NULL);
61     const float* i13 = input[13];
62     assert(i13 != NULL);
63     const float* i14 = input[14];
64     assert(i14 != NULL);
65     const float* i15 = input[15];
66     assert(i15 != NULL);
67     const float* i16 = input[16];
68     assert(i16 != NULL);
69     const float* i17 = input[17];
70     assert(i17 != NULL);
71     const float* i18 = input[18];
72     assert(i18 != NULL);
73     const float* i19 = input[19];
74     assert(i19 != NULL);
75     const float* i20 = input[20];
76     assert(i20 != NULL);
77     const float* i21 = input[21];
78     assert(i21 != NULL);
79     const float* i22 = input[22];
80     assert(i22 != NULL);
81     const float* i23 = input[23];
82     assert(i23 != NULL);
83     const float* i24 = input[24];
84     assert(i24 != NULL);
85     input = (const float**) ((uintptr_t) input + input_stride);
86 
87     size_t c = channels;
88     const float* w = weights;
89     for (; c >= 8; c -= 8) {
90       __m256 vacc01234567p0 = _mm256_load_ps(w);
91 
92 
93       const __m256 vi0x01234567 = _mm256_loadu_ps(i0);
94       i0 += 8;
95 
96       const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
97       vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
98 
99       const __m256 vi1x01234567 = _mm256_loadu_ps(i1);
100       i1 += 8;
101 
102       const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
103       vacc01234567p0 = _mm256_fmadd_ps(vi1x01234567, vk1x01234567, vacc01234567p0);
104 
105       const __m256 vi2x01234567 = _mm256_loadu_ps(i2);
106       i2 += 8;
107 
108       const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
109       vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
110 
111       const __m256 vi3x01234567 = _mm256_loadu_ps(i3);
112       i3 += 8;
113 
114       const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
115       vacc01234567p0 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p0);
116 
117       const __m256 vi4x01234567 = _mm256_loadu_ps(i4);
118       i4 += 8;
119 
120       const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
121       vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
122 
123       const __m256 vi5x01234567 = _mm256_loadu_ps(i5);
124       i5 += 8;
125 
126       const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
127       vacc01234567p0 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p0);
128 
129       const __m256 vi6x01234567 = _mm256_loadu_ps(i6);
130       i6 += 8;
131 
132       const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
133       vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
134 
135       const __m256 vi7x01234567 = _mm256_loadu_ps(i7);
136       i7 += 8;
137 
138       const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
139       vacc01234567p0 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p0);
140 
141       const __m256 vi8x01234567 = _mm256_loadu_ps(i8);
142       i8 += 8;
143 
144       const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
145       vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
146 
147       const __m256 vi9x01234567 = _mm256_loadu_ps(i9);
148       i9 += 8;
149 
150       const __m256 vk9x01234567 = _mm256_load_ps(w + 80);
151       vacc01234567p0 = _mm256_fmadd_ps(vi9x01234567, vk9x01234567, vacc01234567p0);
152 
153       const __m256 vi10x01234567 = _mm256_loadu_ps(i10);
154       i10 += 8;
155 
156       const __m256 vk10x01234567 = _mm256_load_ps(w + 88);
157       vacc01234567p0 = _mm256_fmadd_ps(vi10x01234567, vk10x01234567, vacc01234567p0);
158 
159       const __m256 vi11x01234567 = _mm256_loadu_ps(i11);
160       i11 += 8;
161 
162       const __m256 vk11x01234567 = _mm256_load_ps(w + 96);
163       vacc01234567p0 = _mm256_fmadd_ps(vi11x01234567, vk11x01234567, vacc01234567p0);
164 
165       const __m256 vi12x01234567 = _mm256_loadu_ps(i12);
166       i12 += 8;
167 
168       const __m256 vk12x01234567 = _mm256_load_ps(w + 104);
169       vacc01234567p0 = _mm256_fmadd_ps(vi12x01234567, vk12x01234567, vacc01234567p0);
170 
171       const __m256 vi13x01234567 = _mm256_loadu_ps(i13);
172       i13 += 8;
173 
174       const __m256 vk13x01234567 = _mm256_load_ps(w + 112);
175       vacc01234567p0 = _mm256_fmadd_ps(vi13x01234567, vk13x01234567, vacc01234567p0);
176 
177       const __m256 vi14x01234567 = _mm256_loadu_ps(i14);
178       i14 += 8;
179 
180       const __m256 vk14x01234567 = _mm256_load_ps(w + 120);
181       vacc01234567p0 = _mm256_fmadd_ps(vi14x01234567, vk14x01234567, vacc01234567p0);
182 
183       const __m256 vi15x01234567 = _mm256_loadu_ps(i15);
184       i15 += 8;
185 
186       const __m256 vk15x01234567 = _mm256_load_ps(w + 128);
187       vacc01234567p0 = _mm256_fmadd_ps(vi15x01234567, vk15x01234567, vacc01234567p0);
188 
189       const __m256 vi16x01234567 = _mm256_loadu_ps(i16);
190       i16 += 8;
191 
192       const __m256 vk16x01234567 = _mm256_load_ps(w + 136);
193       vacc01234567p0 = _mm256_fmadd_ps(vi16x01234567, vk16x01234567, vacc01234567p0);
194 
195       const __m256 vi17x01234567 = _mm256_loadu_ps(i17);
196       i17 += 8;
197 
198       const __m256 vk17x01234567 = _mm256_load_ps(w + 144);
199       vacc01234567p0 = _mm256_fmadd_ps(vi17x01234567, vk17x01234567, vacc01234567p0);
200 
201       const __m256 vi18x01234567 = _mm256_loadu_ps(i18);
202       i18 += 8;
203 
204       const __m256 vk18x01234567 = _mm256_load_ps(w + 152);
205       vacc01234567p0 = _mm256_fmadd_ps(vi18x01234567, vk18x01234567, vacc01234567p0);
206 
207       const __m256 vi19x01234567 = _mm256_loadu_ps(i19);
208       i19 += 8;
209 
210       const __m256 vk19x01234567 = _mm256_load_ps(w + 160);
211       vacc01234567p0 = _mm256_fmadd_ps(vi19x01234567, vk19x01234567, vacc01234567p0);
212 
213       const __m256 vi20x01234567 = _mm256_loadu_ps(i20);
214       i20 += 8;
215 
216       const __m256 vk20x01234567 = _mm256_load_ps(w + 168);
217       vacc01234567p0 = _mm256_fmadd_ps(vi20x01234567, vk20x01234567, vacc01234567p0);
218 
219       const __m256 vi21x01234567 = _mm256_loadu_ps(i21);
220       i21 += 8;
221 
222       const __m256 vk21x01234567 = _mm256_load_ps(w + 176);
223       vacc01234567p0 = _mm256_fmadd_ps(vi21x01234567, vk21x01234567, vacc01234567p0);
224 
225       const __m256 vi22x01234567 = _mm256_loadu_ps(i22);
226       i22 += 8;
227 
228       const __m256 vk22x01234567 = _mm256_load_ps(w + 184);
229       vacc01234567p0 = _mm256_fmadd_ps(vi22x01234567, vk22x01234567, vacc01234567p0);
230 
231       const __m256 vi23x01234567 = _mm256_loadu_ps(i23);
232       i23 += 8;
233 
234       const __m256 vk23x01234567 = _mm256_load_ps(w + 192);
235       vacc01234567p0 = _mm256_fmadd_ps(vi23x01234567, vk23x01234567, vacc01234567p0);
236 
237       const __m256 vi24x01234567 = _mm256_loadu_ps(i24);
238       i24 += 8;
239 
240       const __m256 vk24x01234567 = _mm256_load_ps(w + 200);
241       vacc01234567p0 = _mm256_fmadd_ps(vi24x01234567, vk24x01234567, vacc01234567p0);
242 
243       w += 208;
244 
245 
246       __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
247       vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
248 
249       _mm256_storeu_ps(output, vacc01234567);
250       output += 8;
251     }
252     if XNN_UNLIKELY(c != 0) {
253       assert(c >= 1);
254       assert(c <= 7);
255       __m256i vmask = _mm256_loadu_si256((const __m256i*) &mask_table[7 - c]);
256 
257       __m256 vacc01234567p0 = _mm256_load_ps(w);
258 
259       const __m256 vi0x01234567 = _mm256_maskload_ps(i0, vmask);
260       const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
261       vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
262 
263       const __m256 vi1x01234567 = _mm256_maskload_ps(i1, vmask);
264       const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
265       vacc01234567p0 = _mm256_fmadd_ps(vi1x01234567, vk1x01234567, vacc01234567p0);
266 
267       const __m256 vi2x01234567 = _mm256_maskload_ps(i2, vmask);
268       const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
269       vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
270 
271       const __m256 vi3x01234567 = _mm256_maskload_ps(i3, vmask);
272       const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
273       vacc01234567p0 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p0);
274 
275       const __m256 vi4x01234567 = _mm256_maskload_ps(i4, vmask);
276       const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
277       vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
278 
279       const __m256 vi5x01234567 = _mm256_maskload_ps(i5, vmask);
280       const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
281       vacc01234567p0 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p0);
282 
283       const __m256 vi6x01234567 = _mm256_maskload_ps(i6, vmask);
284       const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
285       vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
286 
287       const __m256 vi7x01234567 = _mm256_maskload_ps(i7, vmask);
288       const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
289       vacc01234567p0 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p0);
290 
291       const __m256 vi8x01234567 = _mm256_maskload_ps(i8, vmask);
292       const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
293       vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
294 
295       const __m256 vi9x01234567 = _mm256_maskload_ps(i9, vmask);
296       const __m256 vk9x01234567 = _mm256_load_ps(w + 80);
297       vacc01234567p0 = _mm256_fmadd_ps(vi9x01234567, vk9x01234567, vacc01234567p0);
298 
299       const __m256 vi10x01234567 = _mm256_maskload_ps(i10, vmask);
300       const __m256 vk10x01234567 = _mm256_load_ps(w + 88);
301       vacc01234567p0 = _mm256_fmadd_ps(vi10x01234567, vk10x01234567, vacc01234567p0);
302 
303       const __m256 vi11x01234567 = _mm256_maskload_ps(i11, vmask);
304       const __m256 vk11x01234567 = _mm256_load_ps(w + 96);
305       vacc01234567p0 = _mm256_fmadd_ps(vi11x01234567, vk11x01234567, vacc01234567p0);
306 
307       const __m256 vi12x01234567 = _mm256_maskload_ps(i12, vmask);
308       const __m256 vk12x01234567 = _mm256_load_ps(w + 104);
309       vacc01234567p0 = _mm256_fmadd_ps(vi12x01234567, vk12x01234567, vacc01234567p0);
310 
311       const __m256 vi13x01234567 = _mm256_maskload_ps(i13, vmask);
312       const __m256 vk13x01234567 = _mm256_load_ps(w + 112);
313       vacc01234567p0 = _mm256_fmadd_ps(vi13x01234567, vk13x01234567, vacc01234567p0);
314 
315       const __m256 vi14x01234567 = _mm256_maskload_ps(i14, vmask);
316       const __m256 vk14x01234567 = _mm256_load_ps(w + 120);
317       vacc01234567p0 = _mm256_fmadd_ps(vi14x01234567, vk14x01234567, vacc01234567p0);
318 
319       const __m256 vi15x01234567 = _mm256_maskload_ps(i15, vmask);
320       const __m256 vk15x01234567 = _mm256_load_ps(w + 128);
321       vacc01234567p0 = _mm256_fmadd_ps(vi15x01234567, vk15x01234567, vacc01234567p0);
322 
323       const __m256 vi16x01234567 = _mm256_maskload_ps(i16, vmask);
324       const __m256 vk16x01234567 = _mm256_load_ps(w + 136);
325       vacc01234567p0 = _mm256_fmadd_ps(vi16x01234567, vk16x01234567, vacc01234567p0);
326 
327       const __m256 vi17x01234567 = _mm256_maskload_ps(i17, vmask);
328       const __m256 vk17x01234567 = _mm256_load_ps(w + 144);
329       vacc01234567p0 = _mm256_fmadd_ps(vi17x01234567, vk17x01234567, vacc01234567p0);
330 
331       const __m256 vi18x01234567 = _mm256_maskload_ps(i18, vmask);
332       const __m256 vk18x01234567 = _mm256_load_ps(w + 152);
333       vacc01234567p0 = _mm256_fmadd_ps(vi18x01234567, vk18x01234567, vacc01234567p0);
334 
335       const __m256 vi19x01234567 = _mm256_maskload_ps(i19, vmask);
336       const __m256 vk19x01234567 = _mm256_load_ps(w + 160);
337       vacc01234567p0 = _mm256_fmadd_ps(vi19x01234567, vk19x01234567, vacc01234567p0);
338 
339       const __m256 vi20x01234567 = _mm256_maskload_ps(i20, vmask);
340       const __m256 vk20x01234567 = _mm256_load_ps(w + 168);
341       vacc01234567p0 = _mm256_fmadd_ps(vi20x01234567, vk20x01234567, vacc01234567p0);
342 
343       const __m256 vi21x01234567 = _mm256_maskload_ps(i21, vmask);
344       const __m256 vk21x01234567 = _mm256_load_ps(w + 176);
345       vacc01234567p0 = _mm256_fmadd_ps(vi21x01234567, vk21x01234567, vacc01234567p0);
346 
347       const __m256 vi22x01234567 = _mm256_maskload_ps(i22, vmask);
348       const __m256 vk22x01234567 = _mm256_load_ps(w + 184);
349       vacc01234567p0 = _mm256_fmadd_ps(vi22x01234567, vk22x01234567, vacc01234567p0);
350 
351       const __m256 vi23x01234567 = _mm256_maskload_ps(i23, vmask);
352       const __m256 vk23x01234567 = _mm256_load_ps(w + 192);
353       vacc01234567p0 = _mm256_fmadd_ps(vi23x01234567, vk23x01234567, vacc01234567p0);
354 
355       const __m256 vi24x01234567 = _mm256_maskload_ps(i24, vmask);
356       const __m256 vk24x01234567 = _mm256_load_ps(w + 200);
357       vacc01234567p0 = _mm256_fmadd_ps(vi24x01234567, vk24x01234567, vacc01234567p0);
358 
359 
360       __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
361       vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
362 
363       // _mm256_maskstore_ps(output, vmask, vacc01234567); output += c; could be used here, but triggers msan failures (probably an msan bug).
364       __m128 vacc0123 = _mm256_castps256_ps128(vacc01234567);
365       if (c & 4) {
366         _mm_storeu_ps(output, vacc0123);
367         vacc0123 = _mm256_extractf128_ps(vacc01234567, 1);
368         output += 4;
369       }
370       if (c & 2) {
371         _mm_storel_pi((__m64*) output, vacc0123);
372         vacc0123 = _mm_movehl_ps(vacc0123, vacc0123);
373         output += 2;
374       }
375       if (c & 1) {
376         _mm_store_ss(output, vacc0123);
377         output += 1;
378       }
379     }
380 
381     output = (float*) ((uintptr_t) output + output_increment);
382   } while (--output_width != 0);
383 }
384