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
xnn_f32_dwconv_minmax_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,size_t input_offset,const float * zero,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])17 void xnn_f32_dwconv_minmax_ukernel_up8x25__fma3(
18 size_t channels,
19 size_t output_width,
20 const float** input,
21 const float* weights,
22 float* output,
23 size_t input_stride,
24 size_t output_increment,
25 size_t input_offset,
26 const float* zero,
27 const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
28 {
29 assert(channels != 0);
30 assert(output_width != 0);
31
32 const __m256 vmax = _mm256_load_ps(params->avx.max);
33 const __m256 vmin = _mm256_load_ps(params->avx.min);
34 do {
35 const float* i0 = input[0];
36 assert(i0 != NULL);
37 if XNN_UNPREDICTABLE(i0 != zero) {
38 i0 = (const float*) ((uintptr_t) i0 + input_offset);
39 }
40 const float* i1 = input[1];
41 assert(i1 != NULL);
42 if XNN_UNPREDICTABLE(i1 != zero) {
43 i1 = (const float*) ((uintptr_t) i1 + input_offset);
44 }
45 const float* i2 = input[2];
46 assert(i2 != NULL);
47 if XNN_UNPREDICTABLE(i2 != zero) {
48 i2 = (const float*) ((uintptr_t) i2 + input_offset);
49 }
50 const float* i3 = input[3];
51 assert(i3 != NULL);
52 if XNN_UNPREDICTABLE(i3 != zero) {
53 i3 = (const float*) ((uintptr_t) i3 + input_offset);
54 }
55 const float* i4 = input[4];
56 assert(i4 != NULL);
57 if XNN_UNPREDICTABLE(i4 != zero) {
58 i4 = (const float*) ((uintptr_t) i4 + input_offset);
59 }
60 const float* i5 = input[5];
61 assert(i5 != NULL);
62 if XNN_UNPREDICTABLE(i5 != zero) {
63 i5 = (const float*) ((uintptr_t) i5 + input_offset);
64 }
65 const float* i6 = input[6];
66 assert(i6 != NULL);
67 if XNN_UNPREDICTABLE(i6 != zero) {
68 i6 = (const float*) ((uintptr_t) i6 + input_offset);
69 }
70 const float* i7 = input[7];
71 assert(i7 != NULL);
72 if XNN_UNPREDICTABLE(i7 != zero) {
73 i7 = (const float*) ((uintptr_t) i7 + input_offset);
74 }
75 const float* i8 = input[8];
76 assert(i8 != NULL);
77 if XNN_UNPREDICTABLE(i8 != zero) {
78 i8 = (const float*) ((uintptr_t) i8 + input_offset);
79 }
80 const float* i9 = input[9];
81 assert(i9 != NULL);
82 if XNN_UNPREDICTABLE(i9 != zero) {
83 i9 = (const float*) ((uintptr_t) i9 + input_offset);
84 }
85 const float* i10 = input[10];
86 assert(i10 != NULL);
87 if XNN_UNPREDICTABLE(i10 != zero) {
88 i10 = (const float*) ((uintptr_t) i10 + input_offset);
89 }
90 const float* i11 = input[11];
91 assert(i11 != NULL);
92 if XNN_UNPREDICTABLE(i11 != zero) {
93 i11 = (const float*) ((uintptr_t) i11 + input_offset);
94 }
95 const float* i12 = input[12];
96 assert(i12 != NULL);
97 if XNN_UNPREDICTABLE(i12 != zero) {
98 i12 = (const float*) ((uintptr_t) i12 + input_offset);
99 }
100 const float* i13 = input[13];
101 assert(i13 != NULL);
102 if XNN_UNPREDICTABLE(i13 != zero) {
103 i13 = (const float*) ((uintptr_t) i13 + input_offset);
104 }
105 const float* i14 = input[14];
106 assert(i14 != NULL);
107 if XNN_UNPREDICTABLE(i14 != zero) {
108 i14 = (const float*) ((uintptr_t) i14 + input_offset);
109 }
110 const float* i15 = input[15];
111 assert(i15 != NULL);
112 if XNN_UNPREDICTABLE(i15 != zero) {
113 i15 = (const float*) ((uintptr_t) i15 + input_offset);
114 }
115 const float* i16 = input[16];
116 assert(i16 != NULL);
117 if XNN_UNPREDICTABLE(i16 != zero) {
118 i16 = (const float*) ((uintptr_t) i16 + input_offset);
119 }
120 const float* i17 = input[17];
121 assert(i17 != NULL);
122 if XNN_UNPREDICTABLE(i17 != zero) {
123 i17 = (const float*) ((uintptr_t) i17 + input_offset);
124 }
125 const float* i18 = input[18];
126 assert(i18 != NULL);
127 if XNN_UNPREDICTABLE(i18 != zero) {
128 i18 = (const float*) ((uintptr_t) i18 + input_offset);
129 }
130 const float* i19 = input[19];
131 assert(i19 != NULL);
132 if XNN_UNPREDICTABLE(i19 != zero) {
133 i19 = (const float*) ((uintptr_t) i19 + input_offset);
134 }
135 const float* i20 = input[20];
136 assert(i20 != NULL);
137 if XNN_UNPREDICTABLE(i20 != zero) {
138 i20 = (const float*) ((uintptr_t) i20 + input_offset);
139 }
140 const float* i21 = input[21];
141 assert(i21 != NULL);
142 if XNN_UNPREDICTABLE(i21 != zero) {
143 i21 = (const float*) ((uintptr_t) i21 + input_offset);
144 }
145 const float* i22 = input[22];
146 assert(i22 != NULL);
147 if XNN_UNPREDICTABLE(i22 != zero) {
148 i22 = (const float*) ((uintptr_t) i22 + input_offset);
149 }
150 const float* i23 = input[23];
151 assert(i23 != NULL);
152 if XNN_UNPREDICTABLE(i23 != zero) {
153 i23 = (const float*) ((uintptr_t) i23 + input_offset);
154 }
155 const float* i24 = input[24];
156 assert(i24 != NULL);
157 if XNN_UNPREDICTABLE(i24 != zero) {
158 i24 = (const float*) ((uintptr_t) i24 + input_offset);
159 }
160 input = (const float**) ((uintptr_t) input + input_stride);
161
162 size_t c = channels;
163 const float* w = weights;
164 for (; c >= 8; c -= 8) {
165 __m256 vacc01234567p0 = _mm256_load_ps(w);
166
167
168 const __m256 vi0x01234567 = _mm256_loadu_ps(i0);
169 i0 += 8;
170
171 const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
172 vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
173
174 const __m256 vi1x01234567 = _mm256_loadu_ps(i1);
175 i1 += 8;
176
177 const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
178 vacc01234567p0 = _mm256_fmadd_ps(vi1x01234567, vk1x01234567, vacc01234567p0);
179
180 const __m256 vi2x01234567 = _mm256_loadu_ps(i2);
181 i2 += 8;
182
183 const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
184 vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
185
186 const __m256 vi3x01234567 = _mm256_loadu_ps(i3);
187 i3 += 8;
188
189 const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
190 vacc01234567p0 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p0);
191
192 const __m256 vi4x01234567 = _mm256_loadu_ps(i4);
193 i4 += 8;
194
195 const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
196 vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
197
198 const __m256 vi5x01234567 = _mm256_loadu_ps(i5);
199 i5 += 8;
200
201 const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
202 vacc01234567p0 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p0);
203
204 const __m256 vi6x01234567 = _mm256_loadu_ps(i6);
205 i6 += 8;
206
207 const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
208 vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
209
210 const __m256 vi7x01234567 = _mm256_loadu_ps(i7);
211 i7 += 8;
212
213 const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
214 vacc01234567p0 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p0);
215
216 const __m256 vi8x01234567 = _mm256_loadu_ps(i8);
217 i8 += 8;
218
219 const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
220 vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
221
222 const __m256 vi9x01234567 = _mm256_loadu_ps(i9);
223 i9 += 8;
224
225 const __m256 vk9x01234567 = _mm256_load_ps(w + 80);
226 vacc01234567p0 = _mm256_fmadd_ps(vi9x01234567, vk9x01234567, vacc01234567p0);
227
228 const __m256 vi10x01234567 = _mm256_loadu_ps(i10);
229 i10 += 8;
230
231 const __m256 vk10x01234567 = _mm256_load_ps(w + 88);
232 vacc01234567p0 = _mm256_fmadd_ps(vi10x01234567, vk10x01234567, vacc01234567p0);
233
234 const __m256 vi11x01234567 = _mm256_loadu_ps(i11);
235 i11 += 8;
236
237 const __m256 vk11x01234567 = _mm256_load_ps(w + 96);
238 vacc01234567p0 = _mm256_fmadd_ps(vi11x01234567, vk11x01234567, vacc01234567p0);
239
240 const __m256 vi12x01234567 = _mm256_loadu_ps(i12);
241 i12 += 8;
242
243 const __m256 vk12x01234567 = _mm256_load_ps(w + 104);
244 vacc01234567p0 = _mm256_fmadd_ps(vi12x01234567, vk12x01234567, vacc01234567p0);
245
246 const __m256 vi13x01234567 = _mm256_loadu_ps(i13);
247 i13 += 8;
248
249 const __m256 vk13x01234567 = _mm256_load_ps(w + 112);
250 vacc01234567p0 = _mm256_fmadd_ps(vi13x01234567, vk13x01234567, vacc01234567p0);
251
252 const __m256 vi14x01234567 = _mm256_loadu_ps(i14);
253 i14 += 8;
254
255 const __m256 vk14x01234567 = _mm256_load_ps(w + 120);
256 vacc01234567p0 = _mm256_fmadd_ps(vi14x01234567, vk14x01234567, vacc01234567p0);
257
258 const __m256 vi15x01234567 = _mm256_loadu_ps(i15);
259 i15 += 8;
260
261 const __m256 vk15x01234567 = _mm256_load_ps(w + 128);
262 vacc01234567p0 = _mm256_fmadd_ps(vi15x01234567, vk15x01234567, vacc01234567p0);
263
264 const __m256 vi16x01234567 = _mm256_loadu_ps(i16);
265 i16 += 8;
266
267 const __m256 vk16x01234567 = _mm256_load_ps(w + 136);
268 vacc01234567p0 = _mm256_fmadd_ps(vi16x01234567, vk16x01234567, vacc01234567p0);
269
270 const __m256 vi17x01234567 = _mm256_loadu_ps(i17);
271 i17 += 8;
272
273 const __m256 vk17x01234567 = _mm256_load_ps(w + 144);
274 vacc01234567p0 = _mm256_fmadd_ps(vi17x01234567, vk17x01234567, vacc01234567p0);
275
276 const __m256 vi18x01234567 = _mm256_loadu_ps(i18);
277 i18 += 8;
278
279 const __m256 vk18x01234567 = _mm256_load_ps(w + 152);
280 vacc01234567p0 = _mm256_fmadd_ps(vi18x01234567, vk18x01234567, vacc01234567p0);
281
282 const __m256 vi19x01234567 = _mm256_loadu_ps(i19);
283 i19 += 8;
284
285 const __m256 vk19x01234567 = _mm256_load_ps(w + 160);
286 vacc01234567p0 = _mm256_fmadd_ps(vi19x01234567, vk19x01234567, vacc01234567p0);
287
288 const __m256 vi20x01234567 = _mm256_loadu_ps(i20);
289 i20 += 8;
290
291 const __m256 vk20x01234567 = _mm256_load_ps(w + 168);
292 vacc01234567p0 = _mm256_fmadd_ps(vi20x01234567, vk20x01234567, vacc01234567p0);
293
294 const __m256 vi21x01234567 = _mm256_loadu_ps(i21);
295 i21 += 8;
296
297 const __m256 vk21x01234567 = _mm256_load_ps(w + 176);
298 vacc01234567p0 = _mm256_fmadd_ps(vi21x01234567, vk21x01234567, vacc01234567p0);
299
300 const __m256 vi22x01234567 = _mm256_loadu_ps(i22);
301 i22 += 8;
302
303 const __m256 vk22x01234567 = _mm256_load_ps(w + 184);
304 vacc01234567p0 = _mm256_fmadd_ps(vi22x01234567, vk22x01234567, vacc01234567p0);
305
306 const __m256 vi23x01234567 = _mm256_loadu_ps(i23);
307 i23 += 8;
308
309 const __m256 vk23x01234567 = _mm256_load_ps(w + 192);
310 vacc01234567p0 = _mm256_fmadd_ps(vi23x01234567, vk23x01234567, vacc01234567p0);
311
312 const __m256 vi24x01234567 = _mm256_loadu_ps(i24);
313 i24 += 8;
314
315 const __m256 vk24x01234567 = _mm256_load_ps(w + 200);
316 vacc01234567p0 = _mm256_fmadd_ps(vi24x01234567, vk24x01234567, vacc01234567p0);
317
318 w += 208;
319
320
321 __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
322 vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
323
324 _mm256_storeu_ps(output, vacc01234567);
325 output += 8;
326 }
327 if XNN_UNLIKELY(c != 0) {
328 assert(c >= 1);
329 assert(c <= 7);
330 const __m256i vmask = _mm256_loadu_si256((const __m256i*) ¶ms->avx.mask_table[7 - c]);
331
332 __m256 vacc01234567p0 = _mm256_load_ps(w);
333
334 const __m256 vi0x01234567 = _mm256_maskload_ps(i0, vmask);
335 const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
336 vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
337
338 const __m256 vi1x01234567 = _mm256_maskload_ps(i1, vmask);
339 const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
340 vacc01234567p0 = _mm256_fmadd_ps(vi1x01234567, vk1x01234567, vacc01234567p0);
341
342 const __m256 vi2x01234567 = _mm256_maskload_ps(i2, vmask);
343 const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
344 vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
345
346 const __m256 vi3x01234567 = _mm256_maskload_ps(i3, vmask);
347 const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
348 vacc01234567p0 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p0);
349
350 const __m256 vi4x01234567 = _mm256_maskload_ps(i4, vmask);
351 const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
352 vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
353
354 const __m256 vi5x01234567 = _mm256_maskload_ps(i5, vmask);
355 const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
356 vacc01234567p0 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p0);
357
358 const __m256 vi6x01234567 = _mm256_maskload_ps(i6, vmask);
359 const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
360 vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
361
362 const __m256 vi7x01234567 = _mm256_maskload_ps(i7, vmask);
363 const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
364 vacc01234567p0 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p0);
365
366 const __m256 vi8x01234567 = _mm256_maskload_ps(i8, vmask);
367 const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
368 vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
369
370 const __m256 vi9x01234567 = _mm256_maskload_ps(i9, vmask);
371 const __m256 vk9x01234567 = _mm256_load_ps(w + 80);
372 vacc01234567p0 = _mm256_fmadd_ps(vi9x01234567, vk9x01234567, vacc01234567p0);
373
374 const __m256 vi10x01234567 = _mm256_maskload_ps(i10, vmask);
375 const __m256 vk10x01234567 = _mm256_load_ps(w + 88);
376 vacc01234567p0 = _mm256_fmadd_ps(vi10x01234567, vk10x01234567, vacc01234567p0);
377
378 const __m256 vi11x01234567 = _mm256_maskload_ps(i11, vmask);
379 const __m256 vk11x01234567 = _mm256_load_ps(w + 96);
380 vacc01234567p0 = _mm256_fmadd_ps(vi11x01234567, vk11x01234567, vacc01234567p0);
381
382 const __m256 vi12x01234567 = _mm256_maskload_ps(i12, vmask);
383 const __m256 vk12x01234567 = _mm256_load_ps(w + 104);
384 vacc01234567p0 = _mm256_fmadd_ps(vi12x01234567, vk12x01234567, vacc01234567p0);
385
386 const __m256 vi13x01234567 = _mm256_maskload_ps(i13, vmask);
387 const __m256 vk13x01234567 = _mm256_load_ps(w + 112);
388 vacc01234567p0 = _mm256_fmadd_ps(vi13x01234567, vk13x01234567, vacc01234567p0);
389
390 const __m256 vi14x01234567 = _mm256_maskload_ps(i14, vmask);
391 const __m256 vk14x01234567 = _mm256_load_ps(w + 120);
392 vacc01234567p0 = _mm256_fmadd_ps(vi14x01234567, vk14x01234567, vacc01234567p0);
393
394 const __m256 vi15x01234567 = _mm256_maskload_ps(i15, vmask);
395 const __m256 vk15x01234567 = _mm256_load_ps(w + 128);
396 vacc01234567p0 = _mm256_fmadd_ps(vi15x01234567, vk15x01234567, vacc01234567p0);
397
398 const __m256 vi16x01234567 = _mm256_maskload_ps(i16, vmask);
399 const __m256 vk16x01234567 = _mm256_load_ps(w + 136);
400 vacc01234567p0 = _mm256_fmadd_ps(vi16x01234567, vk16x01234567, vacc01234567p0);
401
402 const __m256 vi17x01234567 = _mm256_maskload_ps(i17, vmask);
403 const __m256 vk17x01234567 = _mm256_load_ps(w + 144);
404 vacc01234567p0 = _mm256_fmadd_ps(vi17x01234567, vk17x01234567, vacc01234567p0);
405
406 const __m256 vi18x01234567 = _mm256_maskload_ps(i18, vmask);
407 const __m256 vk18x01234567 = _mm256_load_ps(w + 152);
408 vacc01234567p0 = _mm256_fmadd_ps(vi18x01234567, vk18x01234567, vacc01234567p0);
409
410 const __m256 vi19x01234567 = _mm256_maskload_ps(i19, vmask);
411 const __m256 vk19x01234567 = _mm256_load_ps(w + 160);
412 vacc01234567p0 = _mm256_fmadd_ps(vi19x01234567, vk19x01234567, vacc01234567p0);
413
414 const __m256 vi20x01234567 = _mm256_maskload_ps(i20, vmask);
415 const __m256 vk20x01234567 = _mm256_load_ps(w + 168);
416 vacc01234567p0 = _mm256_fmadd_ps(vi20x01234567, vk20x01234567, vacc01234567p0);
417
418 const __m256 vi21x01234567 = _mm256_maskload_ps(i21, vmask);
419 const __m256 vk21x01234567 = _mm256_load_ps(w + 176);
420 vacc01234567p0 = _mm256_fmadd_ps(vi21x01234567, vk21x01234567, vacc01234567p0);
421
422 const __m256 vi22x01234567 = _mm256_maskload_ps(i22, vmask);
423 const __m256 vk22x01234567 = _mm256_load_ps(w + 184);
424 vacc01234567p0 = _mm256_fmadd_ps(vi22x01234567, vk22x01234567, vacc01234567p0);
425
426 const __m256 vi23x01234567 = _mm256_maskload_ps(i23, vmask);
427 const __m256 vk23x01234567 = _mm256_load_ps(w + 192);
428 vacc01234567p0 = _mm256_fmadd_ps(vi23x01234567, vk23x01234567, vacc01234567p0);
429
430 const __m256 vi24x01234567 = _mm256_maskload_ps(i24, vmask);
431 const __m256 vk24x01234567 = _mm256_load_ps(w + 200);
432 vacc01234567p0 = _mm256_fmadd_ps(vi24x01234567, vk24x01234567, vacc01234567p0);
433
434
435 __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
436 vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
437
438 __m128 vacc0123 = _mm256_castps256_ps128(vacc01234567);
439 if (c & 4) {
440 _mm_storeu_ps(output, vacc0123);
441 vacc0123 = _mm256_extractf128_ps(vacc01234567, 1);
442 output += 4;
443 }
444 if (c & 2) {
445 _mm_storel_pi((__m64*) output, vacc0123);
446 vacc0123 = _mm_movehl_ps(vacc0123, vacc0123);
447 output += 2;
448 }
449 if (c & 1) {
450 _mm_store_ss(output, vacc0123);
451 output += 1;
452 }
453 }
454
455 output = (float*) ((uintptr_t) output + output_increment);
456 } while (--output_width != 0);
457 }
458