xref: /aosp_15_r20/external/XNNPACK/src/qs8-gemm/gen/3x8c16-minmax-rndnu-neon-mlal.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-gemm/c16-neon-mlal.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_gemm_minmax_rndnu_ukernel_3x8c16__neon_mlal(size_t mr,size_t nc,size_t kc,const int8_t * restrict a,size_t a_stride,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_gemm_minmax_rndnu_ukernel_3x8c16__neon_mlal(
19     size_t mr,
20     size_t nc,
21     size_t kc,
22     const int8_t* restrict a,
23     size_t a_stride,
24     const void* restrict w,
25     int8_t* restrict c,
26     size_t cm_stride,
27     size_t cn_stride,
28     const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
29 {
30   assert(mr != 0);
31   assert(mr <= 3);
32   assert(nc != 0);
33   assert(kc != 0);
34   assert(kc % sizeof(int8_t) == 0);
35   assert(a != NULL);
36   assert(w != NULL);
37   assert(c != NULL);
38 
39   kc = round_up_po2(kc, 16 * sizeof(int8_t));
40   const int8_t* a0 = a;
41   int8_t* c0 = c;
42   const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
43   int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
44   if XNN_UNPREDICTABLE(mr < 2) {
45     a1 = a0;
46     c1 = c0;
47   }
48   const int8_t* a2 = (const int8_t*) ((uintptr_t) a1 + a_stride);
49   int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
50   if XNN_UNPREDICTABLE(mr <= 2) {
51     a2 = a1;
52     c2 = c1;
53   }
54 
55   do {
56     int32x4_t vacc0x0 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
57     int32x4_t vacc0x1 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
58     int32x4_t vacc0x2 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
59     int32x4_t vacc0x3 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
60     int32x4_t vacc0x4 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
61     int32x4_t vacc0x5 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
62     int32x4_t vacc0x6 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
63     int32x4_t vacc0x7 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
64     int32x4_t vacc1x0 = vacc0x0;
65     int32x4_t vacc1x1 = vacc0x1;
66     int32x4_t vacc1x2 = vacc0x2;
67     int32x4_t vacc1x3 = vacc0x3;
68     int32x4_t vacc1x4 = vacc0x4;
69     int32x4_t vacc1x5 = vacc0x5;
70     int32x4_t vacc1x6 = vacc0x6;
71     int32x4_t vacc1x7 = vacc0x7;
72     int32x4_t vacc2x0 = vacc0x0;
73     int32x4_t vacc2x1 = vacc0x1;
74     int32x4_t vacc2x2 = vacc0x2;
75     int32x4_t vacc2x3 = vacc0x3;
76     int32x4_t vacc2x4 = vacc0x4;
77     int32x4_t vacc2x5 = vacc0x5;
78     int32x4_t vacc2x6 = vacc0x6;
79     int32x4_t vacc2x7 = vacc0x7;
80 
81     // KC loop of 16
82     size_t k = kc;
83     while (k != 0) {
84       const int8x16_t va0 = vld1q_s8(a0); a0 += 16;
85       const int8x16_t va1 = vld1q_s8(a1); a1 += 16;
86       const int8x16_t va2 = vld1q_s8(a2); a2 += 16;
87 
88       const int8x16_t vb0 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
89       const int8x16_t vb1 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
90       const int8x16_t vb2 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
91       const int8x16_t vb3 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
92       const int8x16_t vb4 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
93       const int8x16_t vb5 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
94       const int8x16_t vb6 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
95       const int8x16_t vb7 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t));
96 
97       int16x8_t vprod0x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va0));
98       int16x8_t vprod1x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va1));
99       int16x8_t vprod2x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va2));
100       vprod0x0 = vmlal_s8(vprod0x0, vget_high_s8(vb0), vget_high_s8(va0));
101       vprod1x0 = vmlal_s8(vprod1x0, vget_high_s8(vb0), vget_high_s8(va1));
102       vprod2x0 = vmlal_s8(vprod2x0, vget_high_s8(vb0), vget_high_s8(va2));
103       vacc0x0 = vpadalq_s16(vacc0x0, vprod0x0);
104       vacc1x0 = vpadalq_s16(vacc1x0, vprod1x0);
105       vacc2x0 = vpadalq_s16(vacc2x0, vprod2x0);
106       int16x8_t vprod0x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va0));
107       int16x8_t vprod1x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va1));
108       int16x8_t vprod2x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va2));
109       vprod0x1 = vmlal_s8(vprod0x1, vget_high_s8(vb1), vget_high_s8(va0));
110       vprod1x1 = vmlal_s8(vprod1x1, vget_high_s8(vb1), vget_high_s8(va1));
111       vprod2x1 = vmlal_s8(vprod2x1, vget_high_s8(vb1), vget_high_s8(va2));
112       vacc0x1 = vpadalq_s16(vacc0x1, vprod0x1);
113       vacc1x1 = vpadalq_s16(vacc1x1, vprod1x1);
114       vacc2x1 = vpadalq_s16(vacc2x1, vprod2x1);
115       int16x8_t vprod0x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va0));
116       int16x8_t vprod1x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va1));
117       int16x8_t vprod2x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va2));
118       vprod0x2 = vmlal_s8(vprod0x2, vget_high_s8(vb2), vget_high_s8(va0));
119       vprod1x2 = vmlal_s8(vprod1x2, vget_high_s8(vb2), vget_high_s8(va1));
120       vprod2x2 = vmlal_s8(vprod2x2, vget_high_s8(vb2), vget_high_s8(va2));
121       vacc0x2 = vpadalq_s16(vacc0x2, vprod0x2);
122       vacc1x2 = vpadalq_s16(vacc1x2, vprod1x2);
123       vacc2x2 = vpadalq_s16(vacc2x2, vprod2x2);
124       int16x8_t vprod0x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va0));
125       int16x8_t vprod1x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va1));
126       int16x8_t vprod2x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va2));
127       vprod0x3 = vmlal_s8(vprod0x3, vget_high_s8(vb3), vget_high_s8(va0));
128       vprod1x3 = vmlal_s8(vprod1x3, vget_high_s8(vb3), vget_high_s8(va1));
129       vprod2x3 = vmlal_s8(vprod2x3, vget_high_s8(vb3), vget_high_s8(va2));
130       vacc0x3 = vpadalq_s16(vacc0x3, vprod0x3);
131       vacc1x3 = vpadalq_s16(vacc1x3, vprod1x3);
132       vacc2x3 = vpadalq_s16(vacc2x3, vprod2x3);
133       int16x8_t vprod0x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va0));
134       int16x8_t vprod1x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va1));
135       int16x8_t vprod2x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va2));
136       vprod0x4 = vmlal_s8(vprod0x4, vget_high_s8(vb4), vget_high_s8(va0));
137       vprod1x4 = vmlal_s8(vprod1x4, vget_high_s8(vb4), vget_high_s8(va1));
138       vprod2x4 = vmlal_s8(vprod2x4, vget_high_s8(vb4), vget_high_s8(va2));
139       vacc0x4 = vpadalq_s16(vacc0x4, vprod0x4);
140       vacc1x4 = vpadalq_s16(vacc1x4, vprod1x4);
141       vacc2x4 = vpadalq_s16(vacc2x4, vprod2x4);
142       int16x8_t vprod0x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va0));
143       int16x8_t vprod1x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va1));
144       int16x8_t vprod2x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va2));
145       vprod0x5 = vmlal_s8(vprod0x5, vget_high_s8(vb5), vget_high_s8(va0));
146       vprod1x5 = vmlal_s8(vprod1x5, vget_high_s8(vb5), vget_high_s8(va1));
147       vprod2x5 = vmlal_s8(vprod2x5, vget_high_s8(vb5), vget_high_s8(va2));
148       vacc0x5 = vpadalq_s16(vacc0x5, vprod0x5);
149       vacc1x5 = vpadalq_s16(vacc1x5, vprod1x5);
150       vacc2x5 = vpadalq_s16(vacc2x5, vprod2x5);
151       int16x8_t vprod0x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va0));
152       int16x8_t vprod1x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va1));
153       int16x8_t vprod2x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va2));
154       vprod0x6 = vmlal_s8(vprod0x6, vget_high_s8(vb6), vget_high_s8(va0));
155       vprod1x6 = vmlal_s8(vprod1x6, vget_high_s8(vb6), vget_high_s8(va1));
156       vprod2x6 = vmlal_s8(vprod2x6, vget_high_s8(vb6), vget_high_s8(va2));
157       vacc0x6 = vpadalq_s16(vacc0x6, vprod0x6);
158       vacc1x6 = vpadalq_s16(vacc1x6, vprod1x6);
159       vacc2x6 = vpadalq_s16(vacc2x6, vprod2x6);
160       int16x8_t vprod0x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va0));
161       int16x8_t vprod1x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va1));
162       int16x8_t vprod2x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va2));
163       vprod0x7 = vmlal_s8(vprod0x7, vget_high_s8(vb7), vget_high_s8(va0));
164       vprod1x7 = vmlal_s8(vprod1x7, vget_high_s8(vb7), vget_high_s8(va1));
165       vprod2x7 = vmlal_s8(vprod2x7, vget_high_s8(vb7), vget_high_s8(va2));
166       vacc0x7 = vpadalq_s16(vacc0x7, vprod0x7);
167       vacc1x7 = vpadalq_s16(vacc1x7, vprod1x7);
168       vacc2x7 = vpadalq_s16(vacc2x7, vprod2x7);
169 
170       k -= 16 * sizeof(int8_t);
171     }
172 
173 #if XNN_ARCH_ARM64
174     const int32x4_t vsum0x01 = vpaddq_s32(vacc0x0, vacc0x1);
175     const int32x4_t vsum0x23 = vpaddq_s32(vacc0x2, vacc0x3);
176     const int32x4_t vsum0x45 = vpaddq_s32(vacc0x4, vacc0x5);
177     const int32x4_t vsum0x67 = vpaddq_s32(vacc0x6, vacc0x7);
178     const int32x4_t vsum1x01 = vpaddq_s32(vacc1x0, vacc1x1);
179     const int32x4_t vsum1x23 = vpaddq_s32(vacc1x2, vacc1x3);
180     const int32x4_t vsum1x45 = vpaddq_s32(vacc1x4, vacc1x5);
181     const int32x4_t vsum1x67 = vpaddq_s32(vacc1x6, vacc1x7);
182     const int32x4_t vsum2x01 = vpaddq_s32(vacc2x0, vacc2x1);
183     const int32x4_t vsum2x23 = vpaddq_s32(vacc2x2, vacc2x3);
184     const int32x4_t vsum2x45 = vpaddq_s32(vacc2x4, vacc2x5);
185     const int32x4_t vsum2x67 = vpaddq_s32(vacc2x6, vacc2x7);
186     int32x4_t vacc0x0123 = vpaddq_s32(vsum0x01, vsum0x23);
187     int32x4_t vacc0x4567 = vpaddq_s32(vsum0x45, vsum0x67);
188     int32x4_t vacc1x0123 = vpaddq_s32(vsum1x01, vsum1x23);
189     int32x4_t vacc1x4567 = vpaddq_s32(vsum1x45, vsum1x67);
190     int32x4_t vacc2x0123 = vpaddq_s32(vsum2x01, vsum2x23);
191     int32x4_t vacc2x4567 = vpaddq_s32(vsum2x45, vsum2x67);
192 #else
193     const int32x2_t vpsum0x0 = vadd_s32(vget_low_s32(vacc0x0), vget_high_s32(vacc0x0));
194     const int32x2_t vpsum0x1 = vadd_s32(vget_low_s32(vacc0x1), vget_high_s32(vacc0x1));
195     const int32x2_t vpsum0x2 = vadd_s32(vget_low_s32(vacc0x2), vget_high_s32(vacc0x2));
196     const int32x2_t vpsum0x3 = vadd_s32(vget_low_s32(vacc0x3), vget_high_s32(vacc0x3));
197     const int32x2_t vsum0x01 = vpadd_s32(vpsum0x0, vpsum0x1);
198     const int32x2_t vsum0x23 = vpadd_s32(vpsum0x2, vpsum0x3);
199     int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23 );
200     const int32x2_t vpsum0x4 = vadd_s32(vget_low_s32(vacc0x4), vget_high_s32(vacc0x4));
201     const int32x2_t vpsum0x5 = vadd_s32(vget_low_s32(vacc0x5), vget_high_s32(vacc0x5));
202     const int32x2_t vpsum0x6 = vadd_s32(vget_low_s32(vacc0x6), vget_high_s32(vacc0x6));
203     const int32x2_t vpsum0x7 = vadd_s32(vget_low_s32(vacc0x7), vget_high_s32(vacc0x7));
204     const int32x2_t vsum0x45 = vpadd_s32(vpsum0x4, vpsum0x5);
205     const int32x2_t vsum0x67 = vpadd_s32(vpsum0x6, vpsum0x7);
206     int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67 );
207     const int32x2_t vpsum1x0 = vadd_s32(vget_low_s32(vacc1x0), vget_high_s32(vacc1x0));
208     const int32x2_t vpsum1x1 = vadd_s32(vget_low_s32(vacc1x1), vget_high_s32(vacc1x1));
209     const int32x2_t vpsum1x2 = vadd_s32(vget_low_s32(vacc1x2), vget_high_s32(vacc1x2));
210     const int32x2_t vpsum1x3 = vadd_s32(vget_low_s32(vacc1x3), vget_high_s32(vacc1x3));
211     const int32x2_t vsum1x01 = vpadd_s32(vpsum1x0, vpsum1x1);
212     const int32x2_t vsum1x23 = vpadd_s32(vpsum1x2, vpsum1x3);
213     int32x4_t vacc1x0123 = vcombine_s32(vsum1x01, vsum1x23 );
214     const int32x2_t vpsum1x4 = vadd_s32(vget_low_s32(vacc1x4), vget_high_s32(vacc1x4));
215     const int32x2_t vpsum1x5 = vadd_s32(vget_low_s32(vacc1x5), vget_high_s32(vacc1x5));
216     const int32x2_t vpsum1x6 = vadd_s32(vget_low_s32(vacc1x6), vget_high_s32(vacc1x6));
217     const int32x2_t vpsum1x7 = vadd_s32(vget_low_s32(vacc1x7), vget_high_s32(vacc1x7));
218     const int32x2_t vsum1x45 = vpadd_s32(vpsum1x4, vpsum1x5);
219     const int32x2_t vsum1x67 = vpadd_s32(vpsum1x6, vpsum1x7);
220     int32x4_t vacc1x4567 = vcombine_s32(vsum1x45, vsum1x67 );
221     const int32x2_t vpsum2x0 = vadd_s32(vget_low_s32(vacc2x0), vget_high_s32(vacc2x0));
222     const int32x2_t vpsum2x1 = vadd_s32(vget_low_s32(vacc2x1), vget_high_s32(vacc2x1));
223     const int32x2_t vpsum2x2 = vadd_s32(vget_low_s32(vacc2x2), vget_high_s32(vacc2x2));
224     const int32x2_t vpsum2x3 = vadd_s32(vget_low_s32(vacc2x3), vget_high_s32(vacc2x3));
225     const int32x2_t vsum2x01 = vpadd_s32(vpsum2x0, vpsum2x1);
226     const int32x2_t vsum2x23 = vpadd_s32(vpsum2x2, vpsum2x3);
227     int32x4_t vacc2x0123 = vcombine_s32(vsum2x01, vsum2x23 );
228     const int32x2_t vpsum2x4 = vadd_s32(vget_low_s32(vacc2x4), vget_high_s32(vacc2x4));
229     const int32x2_t vpsum2x5 = vadd_s32(vget_low_s32(vacc2x5), vget_high_s32(vacc2x5));
230     const int32x2_t vpsum2x6 = vadd_s32(vget_low_s32(vacc2x6), vget_high_s32(vacc2x6));
231     const int32x2_t vpsum2x7 = vadd_s32(vget_low_s32(vacc2x7), vget_high_s32(vacc2x7));
232     const int32x2_t vsum2x45 = vpadd_s32(vpsum2x4, vpsum2x5);
233     const int32x2_t vsum2x67 = vpadd_s32(vpsum2x6, vpsum2x7);
234     int32x4_t vacc2x4567 = vcombine_s32(vsum2x45, vsum2x67 );
235 #endif
236 
237     const int32x4_t vright_pre_shift = vld1q_dup_s32(&params->rndnu_neon.right_pre_shift);
238     const int32x4_t vmultiplier = vld1q_dup_s32(&params->rndnu_neon.multiplier);
239     const int32x4_t vright_post_shift = vld1q_dup_s32(&params->rndnu_neon.right_post_shift);
240 
241     vacc0x0123 = vqshlq_s32(vacc0x0123, vright_pre_shift);
242     vacc0x4567 = vqshlq_s32(vacc0x4567, vright_pre_shift);
243     vacc1x0123 = vqshlq_s32(vacc1x0123, vright_pre_shift);
244     vacc1x4567 = vqshlq_s32(vacc1x4567, vright_pre_shift);
245     vacc2x0123 = vqshlq_s32(vacc2x0123, vright_pre_shift);
246     vacc2x4567 = vqshlq_s32(vacc2x4567, vright_pre_shift);
247 
248     vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
249     vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
250     vacc1x0123 = vqdmulhq_s32(vacc1x0123, vmultiplier);
251     vacc1x4567 = vqdmulhq_s32(vacc1x4567, vmultiplier);
252     vacc2x0123 = vqdmulhq_s32(vacc2x0123, vmultiplier);
253     vacc2x4567 = vqdmulhq_s32(vacc2x4567, vmultiplier);
254 
255     vacc0x0123 = vrshlq_s32(vacc0x0123, vright_post_shift);
256     vacc0x4567 = vrshlq_s32(vacc0x4567, vright_post_shift);
257     vacc1x0123 = vrshlq_s32(vacc1x0123, vright_post_shift);
258     vacc1x4567 = vrshlq_s32(vacc1x4567, vright_post_shift);
259     vacc2x0123 = vrshlq_s32(vacc2x0123, vright_post_shift);
260     vacc2x4567 = vrshlq_s32(vacc2x4567, 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     const int16x8_t vacc0x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567), voutput_zero_point);
265     const int16x8_t vacc1x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567), voutput_zero_point);
266     const int16x8_t vacc2x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567), voutput_zero_point);
267     int8x16_t vout0x01234567_1x01234567 = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc1x01234567);
268     int8x8_t vout2x01234567 = vqmovn_s16(vacc2x01234567);
269 #else
270     const int16x8_t vacc0x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567)), voutput_zero_point);
271     const int16x8_t vacc1x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567)), voutput_zero_point);
272     const int16x8_t vacc2x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567)), voutput_zero_point);
273 
274     int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc1x01234567));
275     int8x8_t vout2x01234567 = vqmovn_s16(vacc2x01234567);
276 #endif
277     const int8x16_t voutput_min = vld1q_dup_s8(&params->rndnu_neon.output_min);
278     const int8x16_t voutput_max = vld1q_dup_s8(&params->rndnu_neon.output_max);
279 
280     vout0x01234567_1x01234567 = vmaxq_s8(vout0x01234567_1x01234567, voutput_min);
281     vout2x01234567 = vmax_s8(vout2x01234567, vget_low_s8(voutput_min));
282 
283     vout0x01234567_1x01234567 = vminq_s8(vout0x01234567_1x01234567, voutput_max);
284     vout2x01234567 = vmin_s8(vout2x01234567, vget_low_s8(voutput_max));
285 
286     if (nc >= 8) {
287       vst1_s8(c0 + 0, vget_low_s8(vout0x01234567_1x01234567));
288       vst1_s8(c1 + 0, vget_high_s8(vout0x01234567_1x01234567));
289       vst1_s8(c2 + 0, vout2x01234567);
290 
291       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
292       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
293       c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
294 
295       a0 = (const int8_t*) ((uintptr_t) a0 - kc);
296       a1 = (const int8_t*) ((uintptr_t) a1 - kc);
297       a2 = (const int8_t*) ((uintptr_t) a2 - kc);
298 
299       nc -= 8;
300     } else {
301       // Final case where not all of the 8 columns fit in the destination.
302       if (nc & 4) {
303         vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
304         vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
305         vst1_lane_u32((void*) c2, vreinterpret_u32_s8(vout2x01234567), 0); c2 += 4;
306         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
307         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 4);
308       }
309       if (nc & 2) {
310         vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
311         vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
312         vst1_lane_u16((void*) c2, vreinterpret_u16_s8(vout2x01234567), 0); c2 += 2;
313         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
314         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 2);
315       }
316       if (nc & 1) {
317         vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
318         vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
319         vst1_lane_s8(c2, vout2x01234567, 0);
320       }
321 
322       nc = 0;
323     }
324   } while (nc != 0);
325 }
326