xref: /aosp_15_r20/external/XNNPACK/src/qs8-igemm/gen/3x16c2s4-minmax-rndnu-neon-mull.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-igemm/c2-neon-mull-shuffle.c.in
3 //   Generator: tools/xngen
4 //
5 // Copyright 2021 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/gemm.h>
15 #include <xnnpack/math.h>
16 
17 
xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2s4__neon_mull(size_t mr,size_t nc,size_t kc,size_t ks,const int8_t ** restrict a,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const int8_t * zero,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2s4__neon_mull(
19     size_t mr,
20     size_t nc,
21     size_t kc,
22     size_t ks,
23     const int8_t** restrict a,
24     const void* restrict w,
25     int8_t* restrict c,
26     size_t cm_stride,
27     size_t cn_stride,
28     size_t a_offset,
29     const int8_t* zero,
30     const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
31 {
32   assert(mr != 0);
33   assert(mr <= 3);
34   assert(nc != 0);
35   assert(kc != 0);
36   assert(ks != 0);
37   assert(ks % (3 * sizeof(void*)) == 0);
38   assert(a_offset % sizeof(int8_t) == 0);
39   assert(a != NULL);
40   assert(w != NULL);
41   assert(c != NULL);
42 
43   int8_t* c0 = c;
44   int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
45   if XNN_UNPREDICTABLE(mr < 2) {
46     c1 = c0;
47   }
48   int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
49   if XNN_UNPREDICTABLE(mr <= 2) {
50     c2 = c1;
51   }
52 
53   kc = round_up_po2(kc, 8 * sizeof(int8_t));
54   do {
55     int32x4_t vacc0x0123 = vld1q_s32(w); w = (const int32_t*) w + 4;
56     int32x4_t vacc0x4567 = vld1q_s32(w); w = (const int32_t*) w + 4;
57     int32x4_t vacc0x89AB = vld1q_s32(w); w = (const int32_t*) w + 4;
58     int32x4_t vacc0xCDEF = vld1q_s32(w); w = (const int32_t*) w + 4;
59     int32x4_t vacc1x0123 = vacc0x0123;
60     int32x4_t vacc1x4567 = vacc0x4567;
61     int32x4_t vacc1x89AB = vacc0x89AB;
62     int32x4_t vacc1xCDEF = vacc0xCDEF;
63     int32x4_t vacc2x0123 = vacc0x0123;
64     int32x4_t vacc2x4567 = vacc0x4567;
65     int32x4_t vacc2x89AB = vacc0x89AB;
66     int32x4_t vacc2xCDEF = vacc0xCDEF;
67 
68     size_t p = ks;
69     do {
70       const int8_t* restrict a0 = a[0];
71       if XNN_UNPREDICTABLE(a0 != zero) {
72         a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
73       }
74       const int8_t* restrict a1 = a[1];
75       if XNN_UNPREDICTABLE(a1 != zero) {
76         a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
77       }
78       const int8_t* restrict a2 = a[2];
79       if XNN_UNPREDICTABLE(a2 != zero) {
80         a2 = (const int8_t*) ((uintptr_t) a2 + a_offset);
81       }
82       a += 3;
83 
84       size_t k = kc;
85       do {
86         int8x8_t va0x0 = vld1_s8(a0); a0 += 8;
87         int8x8_t va1x0 = vld1_s8(a1); a1 += 8;
88         int8x8_t va2x0 = vld1_s8(a2); a2 += 8;
89 
90         const int8x8_t vb0123c0x0 = vld1_s8(w); w = (const int8_t*) w + 8;
91         const int8x8_t vb4567c0x0 = vld1_s8(w); w = (const int8_t*) w + 8;
92         const int8x8_t vb89ABc0x0 = vld1_s8(w); w = (const int8_t*) w + 8;
93         const int8x8_t vbCDEFc0x0 = vld1_s8(w); w = (const int8_t*) w + 8;
94         const int8x8_t vb0123c1x0 = vld1_s8(w); w = (const int8_t*) w + 8;
95         const int8x8_t vb4567c1x0 = vld1_s8(w); w = (const int8_t*) w + 8;
96         const int8x8_t vb89ABc1x0 = vld1_s8(w); w = (const int8_t*) w + 8;
97         const int8x8_t vbCDEFc1x0 = vld1_s8(w); w = (const int8_t*) w + 8;
98         const int8x8_t vb0123c2x0 = vld1_s8(w); w = (const int8_t*) w + 8;
99         const int8x8_t vb4567c2x0 = vld1_s8(w); w = (const int8_t*) w + 8;
100         const int8x8_t vb89ABc2x0 = vld1_s8(w); w = (const int8_t*) w + 8;
101         const int8x8_t vbCDEFc2x0 = vld1_s8(w); w = (const int8_t*) w + 8;
102         const int8x8_t vb0123c3x0 = vld1_s8(w); w = (const int8_t*) w + 8;
103         const int8x8_t vb4567c3x0 = vld1_s8(w); w = (const int8_t*) w + 8;
104         const int8x8_t vb89ABc3x0 = vld1_s8(w); w = (const int8_t*) w + 8;
105         const int8x8_t vbCDEFc3x0 = vld1_s8(w); w = (const int8_t*) w + 8;
106 
107         int16x8_t vprod0x0123c0 = vmull_s8(vb0123c0x0, va0x0);
108         int16x8_t vprod1x0123c0 = vmull_s8(vb0123c0x0, va1x0);
109         int16x8_t vprod2x0123c0 = vmull_s8(vb0123c0x0, va2x0);
110         vacc0x0123 = vpadalq_s16(vacc0x0123, vprod0x0123c0);
111         vacc1x0123 = vpadalq_s16(vacc1x0123, vprod1x0123c0);
112         vacc2x0123 = vpadalq_s16(vacc2x0123, vprod2x0123c0);
113         int16x8_t vprod0x4567c0 = vmull_s8(vb4567c0x0, va0x0);
114         int16x8_t vprod1x4567c0 = vmull_s8(vb4567c0x0, va1x0);
115         int16x8_t vprod2x4567c0 = vmull_s8(vb4567c0x0, va2x0);
116         vacc0x4567 = vpadalq_s16(vacc0x4567, vprod0x4567c0);
117         vacc1x4567 = vpadalq_s16(vacc1x4567, vprod1x4567c0);
118         vacc2x4567 = vpadalq_s16(vacc2x4567, vprod2x4567c0);
119         int16x8_t vprod0x89ABc0 = vmull_s8(vb89ABc0x0, va0x0);
120         int16x8_t vprod1x89ABc0 = vmull_s8(vb89ABc0x0, va1x0);
121         int16x8_t vprod2x89ABc0 = vmull_s8(vb89ABc0x0, va2x0);
122         vacc0x89AB = vpadalq_s16(vacc0x89AB, vprod0x89ABc0);
123         vacc1x89AB = vpadalq_s16(vacc1x89AB, vprod1x89ABc0);
124         vacc2x89AB = vpadalq_s16(vacc2x89AB, vprod2x89ABc0);
125         int16x8_t vprod0xCDEFc0 = vmull_s8(vbCDEFc0x0, va0x0);
126         int16x8_t vprod1xCDEFc0 = vmull_s8(vbCDEFc0x0, va1x0);
127         int16x8_t vprod2xCDEFc0 = vmull_s8(vbCDEFc0x0, va2x0);
128         vacc0xCDEF = vpadalq_s16(vacc0xCDEF, vprod0xCDEFc0);
129         vacc1xCDEF = vpadalq_s16(vacc1xCDEF, vprod1xCDEFc0);
130         vacc2xCDEF = vpadalq_s16(vacc2xCDEF, vprod2xCDEFc0);
131         va0x0 = vext_s8(va0x0, va0x0, 2);
132         va1x0 = vext_s8(va1x0, va1x0, 2);
133         va2x0 = vext_s8(va2x0, va2x0, 2);
134         int16x8_t vprod0x0123c1 = vmull_s8(vb0123c1x0, va0x0);
135         int16x8_t vprod1x0123c1 = vmull_s8(vb0123c1x0, va1x0);
136         int16x8_t vprod2x0123c1 = vmull_s8(vb0123c1x0, va2x0);
137         vacc0x0123 = vpadalq_s16(vacc0x0123, vprod0x0123c1);
138         vacc1x0123 = vpadalq_s16(vacc1x0123, vprod1x0123c1);
139         vacc2x0123 = vpadalq_s16(vacc2x0123, vprod2x0123c1);
140         int16x8_t vprod0x4567c1 = vmull_s8(vb4567c1x0, va0x0);
141         int16x8_t vprod1x4567c1 = vmull_s8(vb4567c1x0, va1x0);
142         int16x8_t vprod2x4567c1 = vmull_s8(vb4567c1x0, va2x0);
143         vacc0x4567 = vpadalq_s16(vacc0x4567, vprod0x4567c1);
144         vacc1x4567 = vpadalq_s16(vacc1x4567, vprod1x4567c1);
145         vacc2x4567 = vpadalq_s16(vacc2x4567, vprod2x4567c1);
146         int16x8_t vprod0x89ABc1 = vmull_s8(vb89ABc1x0, va0x0);
147         int16x8_t vprod1x89ABc1 = vmull_s8(vb89ABc1x0, va1x0);
148         int16x8_t vprod2x89ABc1 = vmull_s8(vb89ABc1x0, va2x0);
149         vacc0x89AB = vpadalq_s16(vacc0x89AB, vprod0x89ABc1);
150         vacc1x89AB = vpadalq_s16(vacc1x89AB, vprod1x89ABc1);
151         vacc2x89AB = vpadalq_s16(vacc2x89AB, vprod2x89ABc1);
152         int16x8_t vprod0xCDEFc1 = vmull_s8(vbCDEFc1x0, va0x0);
153         int16x8_t vprod1xCDEFc1 = vmull_s8(vbCDEFc1x0, va1x0);
154         int16x8_t vprod2xCDEFc1 = vmull_s8(vbCDEFc1x0, va2x0);
155         vacc0xCDEF = vpadalq_s16(vacc0xCDEF, vprod0xCDEFc1);
156         vacc1xCDEF = vpadalq_s16(vacc1xCDEF, vprod1xCDEFc1);
157         vacc2xCDEF = vpadalq_s16(vacc2xCDEF, vprod2xCDEFc1);
158         va0x0 = vext_s8(va0x0, va0x0, 2);
159         va1x0 = vext_s8(va1x0, va1x0, 2);
160         va2x0 = vext_s8(va2x0, va2x0, 2);
161         int16x8_t vprod0x0123c2 = vmull_s8(vb0123c2x0, va0x0);
162         int16x8_t vprod1x0123c2 = vmull_s8(vb0123c2x0, va1x0);
163         int16x8_t vprod2x0123c2 = vmull_s8(vb0123c2x0, va2x0);
164         vacc0x0123 = vpadalq_s16(vacc0x0123, vprod0x0123c2);
165         vacc1x0123 = vpadalq_s16(vacc1x0123, vprod1x0123c2);
166         vacc2x0123 = vpadalq_s16(vacc2x0123, vprod2x0123c2);
167         int16x8_t vprod0x4567c2 = vmull_s8(vb4567c2x0, va0x0);
168         int16x8_t vprod1x4567c2 = vmull_s8(vb4567c2x0, va1x0);
169         int16x8_t vprod2x4567c2 = vmull_s8(vb4567c2x0, va2x0);
170         vacc0x4567 = vpadalq_s16(vacc0x4567, vprod0x4567c2);
171         vacc1x4567 = vpadalq_s16(vacc1x4567, vprod1x4567c2);
172         vacc2x4567 = vpadalq_s16(vacc2x4567, vprod2x4567c2);
173         int16x8_t vprod0x89ABc2 = vmull_s8(vb89ABc2x0, va0x0);
174         int16x8_t vprod1x89ABc2 = vmull_s8(vb89ABc2x0, va1x0);
175         int16x8_t vprod2x89ABc2 = vmull_s8(vb89ABc2x0, va2x0);
176         vacc0x89AB = vpadalq_s16(vacc0x89AB, vprod0x89ABc2);
177         vacc1x89AB = vpadalq_s16(vacc1x89AB, vprod1x89ABc2);
178         vacc2x89AB = vpadalq_s16(vacc2x89AB, vprod2x89ABc2);
179         int16x8_t vprod0xCDEFc2 = vmull_s8(vbCDEFc2x0, va0x0);
180         int16x8_t vprod1xCDEFc2 = vmull_s8(vbCDEFc2x0, va1x0);
181         int16x8_t vprod2xCDEFc2 = vmull_s8(vbCDEFc2x0, va2x0);
182         vacc0xCDEF = vpadalq_s16(vacc0xCDEF, vprod0xCDEFc2);
183         vacc1xCDEF = vpadalq_s16(vacc1xCDEF, vprod1xCDEFc2);
184         vacc2xCDEF = vpadalq_s16(vacc2xCDEF, vprod2xCDEFc2);
185         va0x0 = vext_s8(va0x0, va0x0, 2);
186         va1x0 = vext_s8(va1x0, va1x0, 2);
187         va2x0 = vext_s8(va2x0, va2x0, 2);
188         int16x8_t vprod0x0123c3 = vmull_s8(vb0123c3x0, va0x0);
189         int16x8_t vprod1x0123c3 = vmull_s8(vb0123c3x0, va1x0);
190         int16x8_t vprod2x0123c3 = vmull_s8(vb0123c3x0, va2x0);
191         vacc0x0123 = vpadalq_s16(vacc0x0123, vprod0x0123c3);
192         vacc1x0123 = vpadalq_s16(vacc1x0123, vprod1x0123c3);
193         vacc2x0123 = vpadalq_s16(vacc2x0123, vprod2x0123c3);
194         int16x8_t vprod0x4567c3 = vmull_s8(vb4567c3x0, va0x0);
195         int16x8_t vprod1x4567c3 = vmull_s8(vb4567c3x0, va1x0);
196         int16x8_t vprod2x4567c3 = vmull_s8(vb4567c3x0, va2x0);
197         vacc0x4567 = vpadalq_s16(vacc0x4567, vprod0x4567c3);
198         vacc1x4567 = vpadalq_s16(vacc1x4567, vprod1x4567c3);
199         vacc2x4567 = vpadalq_s16(vacc2x4567, vprod2x4567c3);
200         int16x8_t vprod0x89ABc3 = vmull_s8(vb89ABc3x0, va0x0);
201         int16x8_t vprod1x89ABc3 = vmull_s8(vb89ABc3x0, va1x0);
202         int16x8_t vprod2x89ABc3 = vmull_s8(vb89ABc3x0, va2x0);
203         vacc0x89AB = vpadalq_s16(vacc0x89AB, vprod0x89ABc3);
204         vacc1x89AB = vpadalq_s16(vacc1x89AB, vprod1x89ABc3);
205         vacc2x89AB = vpadalq_s16(vacc2x89AB, vprod2x89ABc3);
206         int16x8_t vprod0xCDEFc3 = vmull_s8(vbCDEFc3x0, va0x0);
207         int16x8_t vprod1xCDEFc3 = vmull_s8(vbCDEFc3x0, va1x0);
208         int16x8_t vprod2xCDEFc3 = vmull_s8(vbCDEFc3x0, va2x0);
209         vacc0xCDEF = vpadalq_s16(vacc0xCDEF, vprod0xCDEFc3);
210         vacc1xCDEF = vpadalq_s16(vacc1xCDEF, vprod1xCDEFc3);
211         vacc2xCDEF = vpadalq_s16(vacc2xCDEF, vprod2xCDEFc3);
212 
213         k -= 8 * sizeof(int8_t);
214       } while (k != 0);
215 
216       p -= 3 * sizeof(void*);
217     } while (p != 0);
218 
219     const int32x4_t vright_pre_shift = vld1q_dup_s32(&params->rndnu_neon.right_pre_shift);
220     const int32x4_t vmultiplier = vld1q_dup_s32(&params->rndnu_neon.multiplier);
221     const int32x4_t vright_post_shift = vld1q_dup_s32(&params->rndnu_neon.right_post_shift);
222 
223     vacc0x0123 = vqshlq_s32(vacc0x0123, vright_pre_shift);
224     vacc0x4567 = vqshlq_s32(vacc0x4567, vright_pre_shift);
225     vacc0x89AB = vqshlq_s32(vacc0x89AB, vright_pre_shift);
226     vacc0xCDEF = vqshlq_s32(vacc0xCDEF, vright_pre_shift);
227     vacc1x0123 = vqshlq_s32(vacc1x0123, vright_pre_shift);
228     vacc1x4567 = vqshlq_s32(vacc1x4567, vright_pre_shift);
229     vacc1x89AB = vqshlq_s32(vacc1x89AB, vright_pre_shift);
230     vacc1xCDEF = vqshlq_s32(vacc1xCDEF, vright_pre_shift);
231     vacc2x0123 = vqshlq_s32(vacc2x0123, vright_pre_shift);
232     vacc2x4567 = vqshlq_s32(vacc2x4567, vright_pre_shift);
233     vacc2x89AB = vqshlq_s32(vacc2x89AB, vright_pre_shift);
234     vacc2xCDEF = vqshlq_s32(vacc2xCDEF, vright_pre_shift);
235 
236     vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
237     vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
238     vacc0x89AB = vqdmulhq_s32(vacc0x89AB, vmultiplier);
239     vacc0xCDEF = vqdmulhq_s32(vacc0xCDEF, vmultiplier);
240     vacc1x0123 = vqdmulhq_s32(vacc1x0123, vmultiplier);
241     vacc1x4567 = vqdmulhq_s32(vacc1x4567, vmultiplier);
242     vacc1x89AB = vqdmulhq_s32(vacc1x89AB, vmultiplier);
243     vacc1xCDEF = vqdmulhq_s32(vacc1xCDEF, vmultiplier);
244     vacc2x0123 = vqdmulhq_s32(vacc2x0123, vmultiplier);
245     vacc2x4567 = vqdmulhq_s32(vacc2x4567, vmultiplier);
246     vacc2x89AB = vqdmulhq_s32(vacc2x89AB, vmultiplier);
247     vacc2xCDEF = vqdmulhq_s32(vacc2xCDEF, vmultiplier);
248 
249     vacc0x0123 = vrshlq_s32(vacc0x0123, vright_post_shift);
250     vacc0x4567 = vrshlq_s32(vacc0x4567, vright_post_shift);
251     vacc0x89AB = vrshlq_s32(vacc0x89AB, vright_post_shift);
252     vacc0xCDEF = vrshlq_s32(vacc0xCDEF, vright_post_shift);
253     vacc1x0123 = vrshlq_s32(vacc1x0123, vright_post_shift);
254     vacc1x4567 = vrshlq_s32(vacc1x4567, vright_post_shift);
255     vacc1x89AB = vrshlq_s32(vacc1x89AB, vright_post_shift);
256     vacc1xCDEF = vrshlq_s32(vacc1xCDEF, vright_post_shift);
257     vacc2x0123 = vrshlq_s32(vacc2x0123, vright_post_shift);
258     vacc2x4567 = vrshlq_s32(vacc2x4567, vright_post_shift);
259     vacc2x89AB = vrshlq_s32(vacc2x89AB, vright_post_shift);
260     vacc2xCDEF = vrshlq_s32(vacc2xCDEF, vright_post_shift);
261 
262     const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->rndnu_neon.output_zero_point);
263 #if XNN_ARCH_ARM64
264     int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
265     int16x8_t vacc0x89ABCDEF = vqmovn_high_s32(vqmovn_s32(vacc0x89AB), vacc0xCDEF);
266     int16x8_t vacc1x01234567 = vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567);
267     int16x8_t vacc1x89ABCDEF = vqmovn_high_s32(vqmovn_s32(vacc1x89AB), vacc1xCDEF);
268     int16x8_t vacc2x01234567 = vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567);
269     int16x8_t vacc2x89ABCDEF = vqmovn_high_s32(vqmovn_s32(vacc2x89AB), vacc2xCDEF);
270 
271     vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
272     vacc0x89ABCDEF = vqaddq_s16(vacc0x89ABCDEF, voutput_zero_point);
273     vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
274     vacc1x89ABCDEF = vqaddq_s16(vacc1x89ABCDEF, voutput_zero_point);
275     vacc2x01234567 = vqaddq_s16(vacc2x01234567, voutput_zero_point);
276     vacc2x89ABCDEF = vqaddq_s16(vacc2x89ABCDEF, voutput_zero_point);
277 
278     int8x16_t vout0x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc0x89ABCDEF);
279     int8x16_t vout1x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc1x01234567), vacc1x89ABCDEF);
280     int8x16_t vout2x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc2x01234567), vacc2x89ABCDEF);
281 #else
282     int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
283     int16x8_t vacc0x89ABCDEF = vcombine_s16(vqmovn_s32(vacc0x89AB), vqmovn_s32(vacc0xCDEF));
284     int16x8_t vacc1x01234567 = vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567));
285     int16x8_t vacc1x89ABCDEF = vcombine_s16(vqmovn_s32(vacc1x89AB), vqmovn_s32(vacc1xCDEF));
286     int16x8_t vacc2x01234567 = vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567));
287     int16x8_t vacc2x89ABCDEF = vcombine_s16(vqmovn_s32(vacc2x89AB), vqmovn_s32(vacc2xCDEF));
288 
289     vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
290     vacc0x89ABCDEF = vqaddq_s16(vacc0x89ABCDEF, voutput_zero_point);
291     vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
292     vacc1x89ABCDEF = vqaddq_s16(vacc1x89ABCDEF, voutput_zero_point);
293     vacc2x01234567 = vqaddq_s16(vacc2x01234567, voutput_zero_point);
294     vacc2x89ABCDEF = vqaddq_s16(vacc2x89ABCDEF, voutput_zero_point);
295 
296     int8x16_t vout0x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc0x89ABCDEF));
297     int8x16_t vout1x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc1x01234567), vqmovn_s16(vacc1x89ABCDEF));
298     int8x16_t vout2x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc2x01234567), vqmovn_s16(vacc2x89ABCDEF));
299 #endif
300 
301     const int8x16_t voutput_min = vld1q_dup_s8(&params->rndnu_neon.output_min);
302     vout0x0123456789ABCDEF = vmaxq_s8(vout0x0123456789ABCDEF, voutput_min);
303     vout1x0123456789ABCDEF = vmaxq_s8(vout1x0123456789ABCDEF, voutput_min);
304     vout2x0123456789ABCDEF = vmaxq_s8(vout2x0123456789ABCDEF, voutput_min);
305 
306     const int8x16_t voutput_max = vld1q_dup_s8(&params->rndnu_neon.output_max);
307     vout0x0123456789ABCDEF = vminq_s8(vout0x0123456789ABCDEF, voutput_max);
308     vout1x0123456789ABCDEF = vminq_s8(vout1x0123456789ABCDEF, voutput_max);
309     vout2x0123456789ABCDEF = vminq_s8(vout2x0123456789ABCDEF, voutput_max);
310 
311     if (nc >= 16) {
312       vst1q_s8(c2 + 0, vout2x0123456789ABCDEF);
313       vst1q_s8(c1 + 0, vout1x0123456789ABCDEF);
314       vst1q_s8(c0 + 0, vout0x0123456789ABCDEF);
315 
316       c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
317       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
318       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
319 
320       a = (const int8_t**restrict) ((uintptr_t) a - ks);
321 
322       nc -= 16;
323     } else {
324       int8x8_t vout2x01234567 = vget_low_s8(vout2x0123456789ABCDEF);
325       int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vget_low_s8(vout0x0123456789ABCDEF), vget_low_s8(vout1x0123456789ABCDEF));
326       if (nc & 8) {
327         vst1_s8(c2, vout2x01234567); c2 += 8;
328         vst1_s8(c1, vget_high_s8(vout0x01234567_1x01234567)); c1 += 8;
329         vst1_s8(c0, vget_low_s8(vout0x01234567_1x01234567)); c0 += 8;
330         vout2x01234567 = vget_high_s8(vout2x0123456789ABCDEF);
331         vout0x01234567_1x01234567 = vcombine_s8(vget_high_s8(vout0x0123456789ABCDEF), vget_high_s8(vout1x0123456789ABCDEF));
332       }
333       if (nc & 4) {
334         vst1_lane_u32((void*) c2, vreinterpret_u32_s8(vout2x01234567), 0); c2 += 4;
335         vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
336         vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
337         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 4);
338         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
339       }
340       if (nc & 2) {
341         vst1_lane_u16((void*) c2, vreinterpret_u16_s8(vout2x01234567), 0); c2 += 2;
342         vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
343         vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
344         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 2);
345         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
346       }
347       if (nc & 1) {
348         vst1_lane_s8(c2, vout2x01234567, 0);
349         vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
350         vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
351       }
352 
353       nc = 0;
354     }
355   } while (nc != 0);
356 }
357