xref: /aosp_15_r20/external/XNNPACK/src/qc8-igemm/gen/4x16c4-minmax-fp32-neondot.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-igemm/c4-neondot.c.in
3 //   Generator: tools/xngen
4 //
5 // Copyright 2020 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/igemm.h>
15 #include <xnnpack/intrinsics-polyfill.h>
16 #include <xnnpack/math.h>
17 
18 
xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__neondot(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_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])19 void xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__neondot(
20     size_t mr,
21     size_t nc,
22     size_t kc,
23     size_t ks,
24     const int8_t** restrict a,
25     const void* restrict w,
26     int8_t* restrict c,
27     size_t cm_stride,
28     size_t cn_stride,
29     size_t a_offset,
30     const int8_t* zero,
31     const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
32 {
33   assert(mr != 0);
34   assert(mr <= 4);
35   assert(nc != 0);
36   assert(kc != 0);
37   assert(ks != 0);
38   assert(ks % (4 * sizeof(void*)) == 0);
39   assert(a_offset % sizeof(int8_t) == 0);
40   assert(a != NULL);
41   assert(w != NULL);
42   assert(c != NULL);
43 
44   kc = round_up_po2(kc, 4 * sizeof(int8_t));
45   int8_t* c0 = c;
46   int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
47   if XNN_UNPREDICTABLE(mr < 2) {
48     c1 = c0;
49   }
50   int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
51   if XNN_UNPREDICTABLE(mr <= 2) {
52     c2 = c1;
53   }
54   int8_t* c3 = (int8_t*) ((uintptr_t) c2 + cm_stride);
55   if XNN_UNPREDICTABLE(mr != 4) {
56     c3 = c2;
57   }
58 
59   do {
60     int32x4_t vacc0x0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
61     int32x4_t vacc0x4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
62     int32x4_t vacc0x89AB = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
63     int32x4_t vacc0xCDEF = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
64     int32x4_t vacc1x0123 = vacc0x0123;
65     int32x4_t vacc1x4567 = vacc0x4567;
66     int32x4_t vacc1x89AB = vacc0x89AB;
67     int32x4_t vacc1xCDEF = vacc0xCDEF;
68     int32x4_t vacc2x0123 = vacc0x0123;
69     int32x4_t vacc2x4567 = vacc0x4567;
70     int32x4_t vacc2x89AB = vacc0x89AB;
71     int32x4_t vacc2xCDEF = vacc0xCDEF;
72     int32x4_t vacc3x0123 = vacc0x0123;
73     int32x4_t vacc3x4567 = vacc0x4567;
74     int32x4_t vacc3x89AB = vacc0x89AB;
75     int32x4_t vacc3xCDEF = vacc0xCDEF;
76 
77     size_t p = ks;
78     do {
79       const int8_t* restrict a0 = a[0];
80       if XNN_UNPREDICTABLE(a0 != zero) {
81         a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
82       }
83       const int8_t* restrict a1 = a[1];
84       if XNN_UNPREDICTABLE(a1 != zero) {
85         a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
86       }
87       const int8_t* restrict a2 = a[2];
88       if XNN_UNPREDICTABLE(a2 != zero) {
89         a2 = (const int8_t*) ((uintptr_t) a2 + a_offset);
90       }
91       const int8_t* restrict a3 = a[3];
92       if XNN_UNPREDICTABLE(a3 != zero) {
93         a3 = (const int8_t*) ((uintptr_t) a3 + a_offset);
94       }
95       a += 4;
96 
97       // Inner accumulation loop along the 16 columns.
98       size_t k = kc;
99       // 2x partial unrolled loop to load 8 bytes at a time.
100       while (k >= 8 * sizeof(int8_t)) {
101         // Load a 4x8 block of activations.
102         const int8x8_t va0x01234567 = vld1_s8(a0); a0 += 8;
103         const int8x8_t va1x01234567 = vld1_s8(a1); a1 += 8;
104         const int8x8_t va2x01234567 = vld1_s8(a2); a2 += 8;
105         const int8x8_t va3x01234567 = vld1_s8(a3); a3 += 8;
106 
107         // Load a 8x16 block of weights.
108         const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
109         const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
110         const int8x16_t vb0123x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
111         const int8x16_t vb0123xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
112         const int8x16_t vb4567x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
113         const int8x16_t vb4567x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
114         const int8x16_t vb4567x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
115         const int8x16_t vb4567xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
116 
117         // Multiply-accumulate: 4x8 * 8x16 --> 4x16.
118         vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0);
119         vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0);
120         vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb0123x89AB, va0x01234567, 0);
121         vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
122         vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0);
123         vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0);
124         vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb0123x89AB, va1x01234567, 0);
125         vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb0123xCDEF, va1x01234567, 0);
126         vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0);
127         vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0);
128         vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb0123x89AB, va2x01234567, 0);
129         vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb0123xCDEF, va2x01234567, 0);
130         vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0);
131         vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0);
132         vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb0123x89AB, va3x01234567, 0);
133         vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb0123xCDEF, va3x01234567, 0);
134         vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb4567x0123, va0x01234567, 1);
135         vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb4567x4567, va0x01234567, 1);
136         vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb4567x89AB, va0x01234567, 1);
137         vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb4567xCDEF, va0x01234567, 1);
138         vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb4567x0123, va1x01234567, 1);
139         vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb4567x4567, va1x01234567, 1);
140         vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb4567x89AB, va1x01234567, 1);
141         vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb4567xCDEF, va1x01234567, 1);
142         vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb4567x0123, va2x01234567, 1);
143         vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb4567x4567, va2x01234567, 1);
144         vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb4567x89AB, va2x01234567, 1);
145         vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb4567xCDEF, va2x01234567, 1);
146         vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb4567x0123, va3x01234567, 1);
147         vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb4567x4567, va3x01234567, 1);
148         vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb4567x89AB, va3x01234567, 1);
149         vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb4567xCDEF, va3x01234567, 1);
150 
151         k -= 8 * sizeof(int8_t);
152       }
153       // Handle up to 4 final positions of `k`
154       if XNN_UNLIKELY(k != 0) {
155         // Load a 4x4 block of activations.
156         const int8x8_t va0x01234567 = vld1_s8(a0);
157         const int8x8_t va1x01234567 = vld1_s8(a1);
158         const int8x8_t va2x01234567 = vld1_s8(a2);
159         const int8x8_t va3x01234567 = vld1_s8(a3);
160 
161         // Load a 4x16 block of weights.
162         const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
163         const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
164         const int8x16_t vb0123x89AB = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
165         const int8x16_t vb0123xCDEF = vld1q_s8(w); w = (const void*) ((const int8_t*) w + 16);
166 
167         // Multiply-accumulate: 4x4 * 4x16 --> 4x16.
168         vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0);
169         vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0);
170         vacc0x89AB = vdotq_lane_s32(vacc0x89AB, vb0123x89AB, va0x01234567, 0);
171         vacc0xCDEF = vdotq_lane_s32(vacc0xCDEF, vb0123xCDEF, va0x01234567, 0);
172         vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0);
173         vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0);
174         vacc1x89AB = vdotq_lane_s32(vacc1x89AB, vb0123x89AB, va1x01234567, 0);
175         vacc1xCDEF = vdotq_lane_s32(vacc1xCDEF, vb0123xCDEF, va1x01234567, 0);
176         vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0);
177         vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0);
178         vacc2x89AB = vdotq_lane_s32(vacc2x89AB, vb0123x89AB, va2x01234567, 0);
179         vacc2xCDEF = vdotq_lane_s32(vacc2xCDEF, vb0123xCDEF, va2x01234567, 0);
180         vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0);
181         vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0);
182         vacc3x89AB = vdotq_lane_s32(vacc3x89AB, vb0123x89AB, va3x01234567, 0);
183         vacc3xCDEF = vdotq_lane_s32(vacc3xCDEF, vb0123xCDEF, va3x01234567, 0);
184       }
185       p -= 4 * sizeof(void*);
186     } while (p != 0);
187 
188     float32x4_t vfpacc0x0123 = vcvtq_f32_s32(vacc0x0123);
189     float32x4_t vfpacc0x4567 = vcvtq_f32_s32(vacc0x4567);
190     float32x4_t vfpacc0x89AB = vcvtq_f32_s32(vacc0x89AB);
191     float32x4_t vfpacc0xCDEF = vcvtq_f32_s32(vacc0xCDEF);
192     float32x4_t vfpacc1x0123 = vcvtq_f32_s32(vacc1x0123);
193     float32x4_t vfpacc1x4567 = vcvtq_f32_s32(vacc1x4567);
194     float32x4_t vfpacc1x89AB = vcvtq_f32_s32(vacc1x89AB);
195     float32x4_t vfpacc1xCDEF = vcvtq_f32_s32(vacc1xCDEF);
196     float32x4_t vfpacc2x0123 = vcvtq_f32_s32(vacc2x0123);
197     float32x4_t vfpacc2x4567 = vcvtq_f32_s32(vacc2x4567);
198     float32x4_t vfpacc2x89AB = vcvtq_f32_s32(vacc2x89AB);
199     float32x4_t vfpacc2xCDEF = vcvtq_f32_s32(vacc2xCDEF);
200     float32x4_t vfpacc3x0123 = vcvtq_f32_s32(vacc3x0123);
201     float32x4_t vfpacc3x4567 = vcvtq_f32_s32(vacc3x4567);
202     float32x4_t vfpacc3x89AB = vcvtq_f32_s32(vacc3x89AB);
203     float32x4_t vfpacc3xCDEF = vcvtq_f32_s32(vacc3xCDEF);
204 
205     const float32x4_t vscale0123 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
206     vfpacc0x0123 = vmulq_f32(vfpacc0x0123, vscale0123);
207     vfpacc1x0123 = vmulq_f32(vfpacc1x0123, vscale0123);
208     vfpacc2x0123 = vmulq_f32(vfpacc2x0123, vscale0123);
209     vfpacc3x0123 = vmulq_f32(vfpacc3x0123, vscale0123);
210     const float32x4_t vscale4567 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
211     vfpacc0x4567 = vmulq_f32(vfpacc0x4567, vscale4567);
212     vfpacc1x4567 = vmulq_f32(vfpacc1x4567, vscale4567);
213     vfpacc2x4567 = vmulq_f32(vfpacc2x4567, vscale4567);
214     vfpacc3x4567 = vmulq_f32(vfpacc3x4567, vscale4567);
215     const float32x4_t vscale89AB = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
216     vfpacc0x89AB = vmulq_f32(vfpacc0x89AB, vscale89AB);
217     vfpacc1x89AB = vmulq_f32(vfpacc1x89AB, vscale89AB);
218     vfpacc2x89AB = vmulq_f32(vfpacc2x89AB, vscale89AB);
219     vfpacc3x89AB = vmulq_f32(vfpacc3x89AB, vscale89AB);
220     const float32x4_t vscaleCDEF = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
221     vfpacc0xCDEF = vmulq_f32(vfpacc0xCDEF, vscaleCDEF);
222     vfpacc1xCDEF = vmulq_f32(vfpacc1xCDEF, vscaleCDEF);
223     vfpacc2xCDEF = vmulq_f32(vfpacc2xCDEF, vscaleCDEF);
224     vfpacc3xCDEF = vmulq_f32(vfpacc3xCDEF, vscaleCDEF);
225 
226     vacc0x0123 = vcvtnq_s32_f32(vfpacc0x0123);
227     vacc0x4567 = vcvtnq_s32_f32(vfpacc0x4567);
228     vacc0x89AB = vcvtnq_s32_f32(vfpacc0x89AB);
229     vacc0xCDEF = vcvtnq_s32_f32(vfpacc0xCDEF);
230     vacc1x0123 = vcvtnq_s32_f32(vfpacc1x0123);
231     vacc1x4567 = vcvtnq_s32_f32(vfpacc1x4567);
232     vacc1x89AB = vcvtnq_s32_f32(vfpacc1x89AB);
233     vacc1xCDEF = vcvtnq_s32_f32(vfpacc1xCDEF);
234     vacc2x0123 = vcvtnq_s32_f32(vfpacc2x0123);
235     vacc2x4567 = vcvtnq_s32_f32(vfpacc2x4567);
236     vacc2x89AB = vcvtnq_s32_f32(vfpacc2x89AB);
237     vacc2xCDEF = vcvtnq_s32_f32(vfpacc2xCDEF);
238     vacc3x0123 = vcvtnq_s32_f32(vfpacc3x0123);
239     vacc3x4567 = vcvtnq_s32_f32(vfpacc3x4567);
240     vacc3x89AB = vcvtnq_s32_f32(vfpacc3x89AB);
241     vacc3xCDEF = vcvtnq_s32_f32(vfpacc3xCDEF);
242 
243     const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->fp32_neonv8.output_zero_point);
244 #if XNN_ARCH_ARM64
245     const int16x8_t vacc0x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567), voutput_zero_point);
246     const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x89AB), vacc0xCDEF), voutput_zero_point);
247     const int16x8_t vacc1x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567), voutput_zero_point);
248     const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x89AB), vacc1xCDEF), voutput_zero_point);
249     const int16x8_t vacc2x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567), voutput_zero_point);
250     const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x89AB), vacc2xCDEF), voutput_zero_point);
251     const int16x8_t vacc3x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x0123), vacc3x4567), voutput_zero_point);
252     const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x89AB), vacc3xCDEF), voutput_zero_point);
253 
254     int8x16_t vout0x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc0x89ABCDEF);
255     int8x16_t vout1x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc1x01234567), vacc1x89ABCDEF);
256     int8x16_t vout2x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc2x01234567), vacc2x89ABCDEF);
257     int8x16_t vout3x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc3x01234567), vacc3x89ABCDEF);
258 #else
259     const int16x8_t vacc0x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567)), voutput_zero_point);
260     const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x89AB), vqmovn_s32(vacc0xCDEF)), voutput_zero_point);
261     const int16x8_t vacc1x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567)), voutput_zero_point);
262     const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x89AB), vqmovn_s32(vacc1xCDEF)), voutput_zero_point);
263     const int16x8_t vacc2x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567)), voutput_zero_point);
264     const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x89AB), vqmovn_s32(vacc2xCDEF)), voutput_zero_point);
265     const int16x8_t vacc3x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x0123), vqmovn_s32(vacc3x4567)), voutput_zero_point);
266     const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x89AB), vqmovn_s32(vacc3xCDEF)), voutput_zero_point);
267 
268     int8x16_t vout0x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc0x89ABCDEF));
269     int8x16_t vout1x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc1x01234567), vqmovn_s16(vacc1x89ABCDEF));
270     int8x16_t vout2x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc2x01234567), vqmovn_s16(vacc2x89ABCDEF));
271     int8x16_t vout3x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc3x01234567), vqmovn_s16(vacc3x89ABCDEF));
272 #endif
273     const int8x16_t voutput_min = vld1q_dup_s8(&params->fp32_neonv8.output_min);
274     const int8x16_t voutput_max = vld1q_dup_s8(&params->fp32_neonv8.output_max);
275 
276     vout3x0123456789ABCDEF = vmaxq_s8(vout3x0123456789ABCDEF, voutput_min);
277     vout2x0123456789ABCDEF = vmaxq_s8(vout2x0123456789ABCDEF, voutput_min);
278     vout1x0123456789ABCDEF = vmaxq_s8(vout1x0123456789ABCDEF, voutput_min);
279     vout0x0123456789ABCDEF = vmaxq_s8(vout0x0123456789ABCDEF, voutput_min);
280 
281     vout3x0123456789ABCDEF = vminq_s8(vout3x0123456789ABCDEF, voutput_max);
282     vout2x0123456789ABCDEF = vminq_s8(vout2x0123456789ABCDEF, voutput_max);
283     vout1x0123456789ABCDEF = vminq_s8(vout1x0123456789ABCDEF, voutput_max);
284     vout0x0123456789ABCDEF = vminq_s8(vout0x0123456789ABCDEF, voutput_max);
285 
286     if (nc >= 16) {
287       vst1q_s8(c3 + 0, vout3x0123456789ABCDEF);
288       vst1q_s8(c2 + 0, vout2x0123456789ABCDEF);
289       vst1q_s8(c1 + 0, vout1x0123456789ABCDEF);
290       vst1q_s8(c0 + 0, vout0x0123456789ABCDEF);
291 
292       c3 = (int8_t*) ((uintptr_t) c3 + cn_stride);
293       c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
294       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
295       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
296 
297       a = (const int8_t**restrict) ((uintptr_t) a - ks);
298 
299       nc -= 16;
300     } else {
301       int8x16_t vout2x01234567_3x01234567 = vcombine_s8(vget_low_s8(vout2x0123456789ABCDEF), vget_low_s8(vout3x0123456789ABCDEF));
302       int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vget_low_s8(vout0x0123456789ABCDEF), vget_low_s8(vout1x0123456789ABCDEF));
303       if (nc & 8) {
304         vst1_s8(c3, vget_high_s8(vout2x01234567_3x01234567)); c3 += 8;
305         vst1_s8(c2, vget_low_s8(vout2x01234567_3x01234567)); c2 += 8;
306         vst1_s8(c1, vget_high_s8(vout0x01234567_1x01234567)); c1 += 8;
307         vst1_s8(c0, vget_low_s8(vout0x01234567_1x01234567)); c0 += 8;
308         vout2x01234567_3x01234567 = vcombine_s8(vget_high_s8(vout2x0123456789ABCDEF), vget_high_s8(vout3x0123456789ABCDEF));
309         vout0x01234567_1x01234567 = vcombine_s8(vget_high_s8(vout0x0123456789ABCDEF), vget_high_s8(vout1x0123456789ABCDEF));
310       }
311       if (nc & 4) {
312         vst1q_lane_u32((void*) c3, vreinterpretq_u32_s8(vout2x01234567_3x01234567), 2); c3 += 4;
313         vst1q_lane_u32((void*) c2, vreinterpretq_u32_s8(vout2x01234567_3x01234567), 0); c2 += 4;
314         vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
315         vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
316         vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 4);
317         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
318       }
319       if (nc & 2) {
320         vst1q_lane_u16((void*) c3, vreinterpretq_u16_s8(vout2x01234567_3x01234567), 4); c3 += 2;
321         vst1q_lane_u16((void*) c2, vreinterpretq_u16_s8(vout2x01234567_3x01234567), 0); c2 += 2;
322         vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
323         vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
324         vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 2);
325         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
326       }
327       if (nc & 1) {
328         vst1q_lane_s8(c3, vout2x01234567_3x01234567, 8);
329         vst1q_lane_s8(c2, vout2x01234567_3x01234567, 0);
330         vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
331         vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
332       }
333 
334       nc = 0;
335     }
336   } while (nc != 0);
337 }
338