1 // Auto-generated file. Do not edit!
2 // Template: src/f32-dwconv/up-neon.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 <arm_neon.h>
13
14 #include <xnnpack/dwconv.h>
15
16
xnn_f32_dwconv_minmax_ukernel_up4x25__neonfma_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)])17 void xnn_f32_dwconv_minmax_ukernel_up4x25__neonfma_acc2(
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_DISABLE_TSAN
28 {
29 assert(channels != 0);
30 assert(output_width != 0);
31
32 const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
33 const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.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
161 input = (const float**) ((uintptr_t) input + input_stride);
162
163 size_t c = channels;
164 const float* w = weights;
165 for (; c >= 4; c -= 4) {
166 float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
167
168
169 const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4;
170 const float32x4_t vk0x0123 = vld1q_f32(w); w += 4;
171 vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123);
172
173 const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4;
174 const float32x4_t vk1x0123 = vld1q_f32(w); w += 4;
175 float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
176
177 const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4;
178 const float32x4_t vk2x0123 = vld1q_f32(w); w += 4;
179 vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123);
180
181 const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4;
182 const float32x4_t vk3x0123 = vld1q_f32(w); w += 4;
183 vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123);
184
185 const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4;
186 const float32x4_t vk4x0123 = vld1q_f32(w); w += 4;
187 vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123);
188
189 const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4;
190 const float32x4_t vk5x0123 = vld1q_f32(w); w += 4;
191 vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123);
192
193 const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4;
194 const float32x4_t vk6x0123 = vld1q_f32(w); w += 4;
195 vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123);
196
197 const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4;
198 const float32x4_t vk7x0123 = vld1q_f32(w); w += 4;
199 vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123);
200
201 const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4;
202 const float32x4_t vk8x0123 = vld1q_f32(w); w += 4;
203 vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123);
204
205 const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4;
206 const float32x4_t vk9x0123 = vld1q_f32(w); w += 4;
207 vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123);
208
209 const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4;
210 const float32x4_t vk10x0123 = vld1q_f32(w); w += 4;
211 vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123);
212
213 const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4;
214 const float32x4_t vk11x0123 = vld1q_f32(w); w += 4;
215 vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123);
216
217 const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4;
218 const float32x4_t vk12x0123 = vld1q_f32(w); w += 4;
219 vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123);
220
221 const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4;
222 const float32x4_t vk13x0123 = vld1q_f32(w); w += 4;
223 vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123);
224
225 const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4;
226 const float32x4_t vk14x0123 = vld1q_f32(w); w += 4;
227 vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123);
228
229 const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4;
230 const float32x4_t vk15x0123 = vld1q_f32(w); w += 4;
231 vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123);
232
233 const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4;
234 const float32x4_t vk16x0123 = vld1q_f32(w); w += 4;
235 vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123);
236
237 const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4;
238 const float32x4_t vk17x0123 = vld1q_f32(w); w += 4;
239 vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123);
240
241 const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4;
242 const float32x4_t vk18x0123 = vld1q_f32(w); w += 4;
243 vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123);
244
245 const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4;
246 const float32x4_t vk19x0123 = vld1q_f32(w); w += 4;
247 vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123);
248
249 const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4;
250 const float32x4_t vk20x0123 = vld1q_f32(w); w += 4;
251 vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123);
252
253 const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4;
254 const float32x4_t vk21x0123 = vld1q_f32(w); w += 4;
255 vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123);
256
257 const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4;
258 const float32x4_t vk22x0123 = vld1q_f32(w); w += 4;
259 vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123);
260
261 const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4;
262 const float32x4_t vk23x0123 = vld1q_f32(w); w += 4;
263 vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123);
264
265 const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4;
266 const float32x4_t vk24x0123 = vld1q_f32(w); w += 4;
267 vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123);
268
269 // Add up all accumulators to vacc0123p0
270 vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
271
272 float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
273 vacc0123 = vminq_f32(vacc0123, vmax);
274
275 vst1q_f32(output, vacc0123); output += 4;
276 }
277 if XNN_UNLIKELY(c != 0) {
278 float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
279
280
281 const float32x4_t vi0x0123 = vld1q_f32(i0);
282 const float32x4_t vk0x0123 = vld1q_f32(w); w += 4;
283 vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123);
284
285 const float32x4_t vi1x0123 = vld1q_f32(i1);
286 const float32x4_t vk1x0123 = vld1q_f32(w); w += 4;
287 float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
288
289 const float32x4_t vi2x0123 = vld1q_f32(i2);
290 const float32x4_t vk2x0123 = vld1q_f32(w); w += 4;
291 vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123);
292
293 const float32x4_t vi3x0123 = vld1q_f32(i3);
294 const float32x4_t vk3x0123 = vld1q_f32(w); w += 4;
295 vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123);
296
297 const float32x4_t vi4x0123 = vld1q_f32(i4);
298 const float32x4_t vk4x0123 = vld1q_f32(w); w += 4;
299 vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123);
300
301 const float32x4_t vi5x0123 = vld1q_f32(i5);
302 const float32x4_t vk5x0123 = vld1q_f32(w); w += 4;
303 vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123);
304
305 const float32x4_t vi6x0123 = vld1q_f32(i6);
306 const float32x4_t vk6x0123 = vld1q_f32(w); w += 4;
307 vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123);
308
309 const float32x4_t vi7x0123 = vld1q_f32(i7);
310 const float32x4_t vk7x0123 = vld1q_f32(w); w += 4;
311 vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123);
312
313 const float32x4_t vi8x0123 = vld1q_f32(i8);
314 const float32x4_t vk8x0123 = vld1q_f32(w); w += 4;
315 vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123);
316
317 const float32x4_t vi9x0123 = vld1q_f32(i9);
318 const float32x4_t vk9x0123 = vld1q_f32(w); w += 4;
319 vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123);
320
321 const float32x4_t vi10x0123 = vld1q_f32(i10);
322 const float32x4_t vk10x0123 = vld1q_f32(w); w += 4;
323 vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123);
324
325 const float32x4_t vi11x0123 = vld1q_f32(i11);
326 const float32x4_t vk11x0123 = vld1q_f32(w); w += 4;
327 vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123);
328
329 const float32x4_t vi12x0123 = vld1q_f32(i12);
330 const float32x4_t vk12x0123 = vld1q_f32(w); w += 4;
331 vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123);
332
333 const float32x4_t vi13x0123 = vld1q_f32(i13);
334 const float32x4_t vk13x0123 = vld1q_f32(w); w += 4;
335 vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123);
336
337 const float32x4_t vi14x0123 = vld1q_f32(i14);
338 const float32x4_t vk14x0123 = vld1q_f32(w); w += 4;
339 vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123);
340
341 const float32x4_t vi15x0123 = vld1q_f32(i15);
342 const float32x4_t vk15x0123 = vld1q_f32(w); w += 4;
343 vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123);
344
345 const float32x4_t vi16x0123 = vld1q_f32(i16);
346 const float32x4_t vk16x0123 = vld1q_f32(w); w += 4;
347 vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123);
348
349 const float32x4_t vi17x0123 = vld1q_f32(i17);
350 const float32x4_t vk17x0123 = vld1q_f32(w); w += 4;
351 vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123);
352
353 const float32x4_t vi18x0123 = vld1q_f32(i18);
354 const float32x4_t vk18x0123 = vld1q_f32(w); w += 4;
355 vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123);
356
357 const float32x4_t vi19x0123 = vld1q_f32(i19);
358 const float32x4_t vk19x0123 = vld1q_f32(w); w += 4;
359 vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123);
360
361 const float32x4_t vi20x0123 = vld1q_f32(i20);
362 const float32x4_t vk20x0123 = vld1q_f32(w); w += 4;
363 vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123);
364
365 const float32x4_t vi21x0123 = vld1q_f32(i21);
366 const float32x4_t vk21x0123 = vld1q_f32(w); w += 4;
367 vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123);
368
369 const float32x4_t vi22x0123 = vld1q_f32(i22);
370 const float32x4_t vk22x0123 = vld1q_f32(w); w += 4;
371 vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123);
372
373 const float32x4_t vi23x0123 = vld1q_f32(i23);
374 const float32x4_t vk23x0123 = vld1q_f32(w); w += 4;
375 vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123);
376
377 const float32x4_t vi24x0123 = vld1q_f32(i24);
378 const float32x4_t vk24x0123 = vld1q_f32(w); w += 4;
379 vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123);
380
381 // Add up all accumulators to vacc0123p0
382 vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
383
384 float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
385 vacc0123 = vminq_f32(vacc0123, vmax);
386
387 float32x2_t vacc01 = vget_low_f32(vacc0123);
388 if (c & 2) {
389 vst1_f32(output, vacc01); output += 2;
390 vacc01 = vget_high_f32(vacc0123);
391 }
392 if (c & 1) {
393 vst1_lane_f32(output, vacc01, 0); output += 1;
394 }
395 }
396
397 output = (float*) ((uintptr_t) output + output_increment);
398 } while (--output_width != 0);
399 }
400