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1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-gemm/MRx4c2-sse.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 <emmintrin.h>
13 
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16 
17 
xnn_qs8_gemm_minmax_ukernel_4x4c2__sse2_ld64(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_gemm_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_gemm_minmax_ukernel_4x4c2__sse2_ld64(
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_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN
29 {
30   assert(mr != 0);
31   assert(mr <= 4);
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, 2);
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   const int8_t* a3 = (const int8_t*) ((uintptr_t) a2 + a_stride);
55   int8_t* c3 = (int8_t*) ((uintptr_t) c2 + cm_stride);
56   if XNN_UNPREDICTABLE(mr != 4) {
57     a3 = a2;
58     c3 = c2;
59   }
60 
61   do {
62     __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
63     __m128i vacc1x0123 = vacc0x0123;
64     __m128i vacc2x0123 = vacc0x0123;
65     __m128i vacc3x0123 = vacc0x0123;
66     w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t));
67 
68     size_t k = kc;
69     while (k >= 8 * sizeof(int8_t)) {
70       const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
71       const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0));
72       a0 += 8;
73       const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
74       const __m128i vxa1 = _mm_unpacklo_epi8(va1, _mm_cmpgt_epi8(_mm_setzero_si128(), va1));
75       a1 += 8;
76       const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
77       const __m128i vxa2 = _mm_unpacklo_epi8(va2, _mm_cmpgt_epi8(_mm_setzero_si128(), va2));
78       a2 += 8;
79       const __m128i va3 = _mm_loadl_epi64((const __m128i*) a3);
80       const __m128i vxa3 = _mm_unpacklo_epi8(va3, _mm_cmpgt_epi8(_mm_setzero_si128(), va3));
81       a3 += 8;
82 
83       const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
84       const __m128i vxb0 = _mm_unpacklo_epi8(vb0, _mm_cmpgt_epi8(_mm_setzero_si128(), vb0));
85 
86       vacc0x0123 = _mm_add_epi32(vacc0x0123,
87         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
88       vacc1x0123 = _mm_add_epi32(vacc1x0123,
89         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
90       vacc2x0123 = _mm_add_epi32(vacc2x0123,
91         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
92       vacc3x0123 = _mm_add_epi32(vacc3x0123,
93         _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
94       const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int8_t)));
95       const __m128i vxb1 = _mm_unpacklo_epi8(vb1, _mm_cmpgt_epi8(_mm_setzero_si128(), vb1));
96 
97       vacc0x0123 = _mm_add_epi32(vacc0x0123,
98         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
99       vacc1x0123 = _mm_add_epi32(vacc1x0123,
100         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
101       vacc2x0123 = _mm_add_epi32(vacc2x0123,
102         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
103       vacc3x0123 = _mm_add_epi32(vacc3x0123,
104         _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
105       const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 16 * sizeof(int8_t)));
106       const __m128i vxb2 = _mm_unpacklo_epi8(vb2, _mm_cmpgt_epi8(_mm_setzero_si128(), vb2));
107 
108       vacc0x0123 = _mm_add_epi32(vacc0x0123,
109         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
110       vacc1x0123 = _mm_add_epi32(vacc1x0123,
111         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
112       vacc2x0123 = _mm_add_epi32(vacc2x0123,
113         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
114       vacc3x0123 = _mm_add_epi32(vacc3x0123,
115         _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
116       const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 24 * sizeof(int8_t)));
117       const __m128i vxb3 = _mm_unpacklo_epi8(vb3, _mm_cmpgt_epi8(_mm_setzero_si128(), vb3));
118 
119       vacc0x0123 = _mm_add_epi32(vacc0x0123,
120         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
121       vacc1x0123 = _mm_add_epi32(vacc1x0123,
122         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
123       vacc2x0123 = _mm_add_epi32(vacc2x0123,
124         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
125       vacc3x0123 = _mm_add_epi32(vacc3x0123,
126         _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(3, 3, 3, 3)), vxb3));
127 
128       w = (const void*) ((uintptr_t) w + 32 * sizeof(int8_t));
129       k -= 8 * sizeof(int8_t);
130     }
131     if (k != 0) {
132       const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
133       const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0));
134       a0 = (const int8_t*) ((uintptr_t) a0 + k);
135       const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
136       const __m128i vxa1 = _mm_unpacklo_epi8(va1, _mm_cmpgt_epi8(_mm_setzero_si128(), va1));
137       a1 = (const int8_t*) ((uintptr_t) a1 + k);
138       const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
139       const __m128i vxa2 = _mm_unpacklo_epi8(va2, _mm_cmpgt_epi8(_mm_setzero_si128(), va2));
140       a2 = (const int8_t*) ((uintptr_t) a2 + k);
141       const __m128i va3 = _mm_loadl_epi64((const __m128i*) a3);
142       const __m128i vxa3 = _mm_unpacklo_epi8(va3, _mm_cmpgt_epi8(_mm_setzero_si128(), va3));
143       a3 = (const int8_t*) ((uintptr_t) a3 + k);
144 
145       const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
146       const __m128i vxb0 = _mm_unpacklo_epi8(vb0, _mm_cmpgt_epi8(_mm_setzero_si128(), vb0));
147       w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
148 
149       vacc0x0123 = _mm_add_epi32(vacc0x0123,
150         _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
151       vacc1x0123 = _mm_add_epi32(vacc1x0123,
152         _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
153       vacc2x0123 = _mm_add_epi32(vacc2x0123,
154         _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
155       vacc3x0123 = _mm_add_epi32(vacc3x0123,
156         _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(0, 0, 0, 0)), vxb0));
157 
158       if (k > 2 * sizeof(int8_t)) {
159         const __m128i vb1 = _mm_loadl_epi64((const __m128i*) w);
160         const __m128i vxb1 = _mm_unpacklo_epi8(vb1, _mm_cmpgt_epi8(_mm_setzero_si128(), vb1));
161         w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
162 
163         vacc0x0123 = _mm_add_epi32(vacc0x0123,
164           _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
165         vacc1x0123 = _mm_add_epi32(vacc1x0123,
166           _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
167         vacc2x0123 = _mm_add_epi32(vacc2x0123,
168           _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
169         vacc3x0123 = _mm_add_epi32(vacc3x0123,
170           _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(1, 1, 1, 1)), vxb1));
171 
172         if (k > 4 * sizeof(int8_t)) {
173           const __m128i vb2 = _mm_loadl_epi64((const __m128i*) w);
174           const __m128i vxb2 = _mm_unpacklo_epi8(vb2, _mm_cmpgt_epi8(_mm_setzero_si128(), vb2));
175           w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
176 
177           vacc0x0123 = _mm_add_epi32(vacc0x0123,
178             _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
179           vacc1x0123 = _mm_add_epi32(vacc1x0123,
180             _mm_madd_epi16(_mm_shuffle_epi32(vxa1, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
181           vacc2x0123 = _mm_add_epi32(vacc2x0123,
182             _mm_madd_epi16(_mm_shuffle_epi32(vxa2, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
183           vacc3x0123 = _mm_add_epi32(vacc3x0123,
184             _mm_madd_epi16(_mm_shuffle_epi32(vxa3, _MM_SHUFFLE(2, 2, 2, 2)), vxb2));
185         }
186       }
187     }
188 
189     const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->sse2.multiplier);
190     const __m128i vrounding = _mm_load_si128((const __m128i*) params->sse2.rounding);
191 
192     const __m128i vnmask0x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc0x0123);
193     const __m128i vnmask1x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc1x0123);
194     const __m128i vnmask2x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc2x0123);
195     const __m128i vnmask3x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc3x0123);
196 
197     const __m128i vabsacc0x0123 = _mm_sub_epi32(_mm_xor_si128(vacc0x0123, vnmask0x0123), vnmask0x0123);
198     const __m128i vabsacc1x0123 = _mm_sub_epi32(_mm_xor_si128(vacc1x0123, vnmask1x0123), vnmask1x0123);
199     const __m128i vabsacc2x0123 = _mm_sub_epi32(_mm_xor_si128(vacc2x0123, vnmask2x0123), vnmask2x0123);
200     const __m128i vabsacc3x0123 = _mm_sub_epi32(_mm_xor_si128(vacc3x0123, vnmask3x0123), vnmask3x0123);
201 
202     const __m128i vabsacc0x1133 = _mm_shuffle_epi32(vabsacc0x0123, _MM_SHUFFLE(3, 3, 1, 1));
203     const __m128i vabsacc1x1133 = _mm_shuffle_epi32(vabsacc1x0123, _MM_SHUFFLE(3, 3, 1, 1));
204     const __m128i vabsacc2x1133 = _mm_shuffle_epi32(vabsacc2x0123, _MM_SHUFFLE(3, 3, 1, 1));
205     const __m128i vabsacc3x1133 = _mm_shuffle_epi32(vabsacc3x0123, _MM_SHUFFLE(3, 3, 1, 1));
206 
207     const __m128i vabsprod0x02 = _mm_mul_epu32(vabsacc0x0123, vmultiplier);
208     const __m128i vabsprod1x02 = _mm_mul_epu32(vabsacc1x0123, vmultiplier);
209     const __m128i vabsprod2x02 = _mm_mul_epu32(vabsacc2x0123, vmultiplier);
210     const __m128i vabsprod3x02 = _mm_mul_epu32(vabsacc3x0123, vmultiplier);
211 
212     const __m128i vnmask0x02 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(2, 2, 0, 0));
213     const __m128i vnmask1x02 = _mm_shuffle_epi32(vnmask1x0123, _MM_SHUFFLE(2, 2, 0, 0));
214     const __m128i vnmask2x02 = _mm_shuffle_epi32(vnmask2x0123, _MM_SHUFFLE(2, 2, 0, 0));
215     const __m128i vnmask3x02 = _mm_shuffle_epi32(vnmask3x0123, _MM_SHUFFLE(2, 2, 0, 0));
216 
217     const __m128i vprod0x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x02, vnmask0x02), vnmask0x02);
218     const __m128i vprod1x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod1x02, vnmask1x02), vnmask1x02);
219     const __m128i vprod2x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod2x02, vnmask2x02), vnmask2x02);
220     const __m128i vprod3x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod3x02, vnmask3x02), vnmask3x02);
221 
222     const __m128i vq31prod0x02 = _mm_srli_epi64(_mm_add_epi64(vprod0x02, vrounding), 31);
223     const __m128i vq31prod1x02 = _mm_srli_epi64(_mm_add_epi64(vprod1x02, vrounding), 31);
224     const __m128i vq31prod2x02 = _mm_srli_epi64(_mm_add_epi64(vprod2x02, vrounding), 31);
225     const __m128i vq31prod3x02 = _mm_srli_epi64(_mm_add_epi64(vprod3x02, vrounding), 31);
226 
227     const __m128i vabsprod0x13 = _mm_mul_epu32(vabsacc0x1133, vmultiplier);
228     const __m128i vabsprod1x13 = _mm_mul_epu32(vabsacc1x1133, vmultiplier);
229     const __m128i vabsprod2x13 = _mm_mul_epu32(vabsacc2x1133, vmultiplier);
230     const __m128i vabsprod3x13 = _mm_mul_epu32(vabsacc3x1133, vmultiplier);
231 
232     const __m128i vnmask0x13 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(3, 3, 1, 1));
233     const __m128i vnmask1x13 = _mm_shuffle_epi32(vnmask1x0123, _MM_SHUFFLE(3, 3, 1, 1));
234     const __m128i vnmask2x13 = _mm_shuffle_epi32(vnmask2x0123, _MM_SHUFFLE(3, 3, 1, 1));
235     const __m128i vnmask3x13 = _mm_shuffle_epi32(vnmask3x0123, _MM_SHUFFLE(3, 3, 1, 1));
236 
237     const __m128i vprod0x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x13, vnmask0x13), vnmask0x13);
238     const __m128i vprod1x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod1x13, vnmask1x13), vnmask1x13);
239     const __m128i vprod2x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod2x13, vnmask2x13), vnmask2x13);
240     const __m128i vprod3x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod3x13, vnmask3x13), vnmask3x13);
241 
242     const __m128i vq31prod0x13 = _mm_srli_epi64(_mm_add_epi64(vprod0x13, vrounding), 31);
243     const __m128i vq31prod1x13 = _mm_srli_epi64(_mm_add_epi64(vprod1x13, vrounding), 31);
244     const __m128i vq31prod2x13 = _mm_srli_epi64(_mm_add_epi64(vprod2x13, vrounding), 31);
245     const __m128i vq31prod3x13 = _mm_srli_epi64(_mm_add_epi64(vprod3x13, vrounding), 31);
246 
247     const __m128i vq31prod0x0213 = _mm_castps_si128(_mm_shuffle_ps(
248         _mm_castsi128_ps(vq31prod0x02), _mm_castsi128_ps(vq31prod0x13), _MM_SHUFFLE(2, 0, 2, 0)));
249     const __m128i vq31prod1x0213 = _mm_castps_si128(_mm_shuffle_ps(
250         _mm_castsi128_ps(vq31prod1x02), _mm_castsi128_ps(vq31prod1x13), _MM_SHUFFLE(2, 0, 2, 0)));
251     const __m128i vq31prod2x0213 = _mm_castps_si128(_mm_shuffle_ps(
252         _mm_castsi128_ps(vq31prod2x02), _mm_castsi128_ps(vq31prod2x13), _MM_SHUFFLE(2, 0, 2, 0)));
253     const __m128i vq31prod3x0213 = _mm_castps_si128(_mm_shuffle_ps(
254         _mm_castsi128_ps(vq31prod3x02), _mm_castsi128_ps(vq31prod3x13), _MM_SHUFFLE(2, 0, 2, 0)));
255 
256     const __m128i vq31prod0x0123 = _mm_shuffle_epi32(vq31prod0x0213, _MM_SHUFFLE(3, 1, 2, 0));
257     const __m128i vq31prod1x0123 = _mm_shuffle_epi32(vq31prod1x0213, _MM_SHUFFLE(3, 1, 2, 0));
258     const __m128i vq31prod2x0123 = _mm_shuffle_epi32(vq31prod2x0213, _MM_SHUFFLE(3, 1, 2, 0));
259     const __m128i vq31prod3x0123 = _mm_shuffle_epi32(vq31prod3x0213, _MM_SHUFFLE(3, 1, 2, 0));
260 
261     const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->sse2.remainder_mask);
262     const __m128i vrem0x0123 =
263       _mm_add_epi32(_mm_and_si128(vq31prod0x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod0x0123));
264     const __m128i vrem1x0123 =
265       _mm_add_epi32(_mm_and_si128(vq31prod1x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod1x0123));
266     const __m128i vrem2x0123 =
267       _mm_add_epi32(_mm_and_si128(vq31prod2x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod2x0123));
268     const __m128i vrem3x0123 =
269       _mm_add_epi32(_mm_and_si128(vq31prod3x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod3x0123));
270 
271     const __m128i vremainder_threshold = _mm_load_si128((const __m128i*) params->sse2.remainder_threshold);
272     const __m128i vshift = _mm_load_si128((const __m128i*) params->sse2.shift);
273     vacc0x0123 =
274       _mm_sub_epi32(_mm_sra_epi32(vq31prod0x0123, vshift), _mm_cmpgt_epi32(vrem0x0123, vremainder_threshold));
275     vacc1x0123 =
276       _mm_sub_epi32(_mm_sra_epi32(vq31prod1x0123, vshift), _mm_cmpgt_epi32(vrem1x0123, vremainder_threshold));
277     vacc2x0123 =
278       _mm_sub_epi32(_mm_sra_epi32(vq31prod2x0123, vshift), _mm_cmpgt_epi32(vrem2x0123, vremainder_threshold));
279     vacc3x0123 =
280       _mm_sub_epi32(_mm_sra_epi32(vq31prod3x0123, vshift), _mm_cmpgt_epi32(vrem3x0123, vremainder_threshold));
281 
282     const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse2.output_zero_point);
283     __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
284     __m128i vacc23x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc3x0123), voutput_zero_point);
285 
286     const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse2.output_min);
287     const __m128i voutput_max = _mm_load_si128((const __m128i*) params->sse2.output_max);
288     vacc01x0123 = _mm_min_epi16(_mm_max_epi16(vacc01x0123, voutput_min), voutput_max);
289     vacc23x0123 = _mm_min_epi16(_mm_max_epi16(vacc23x0123, voutput_min), voutput_max);
290 
291     __m128i vout = _mm_packs_epi16(vacc01x0123, vacc23x0123);
292 
293     if (nc >= 4) {
294       *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
295       vout = _mm_srli_si128(vout, 4);
296       *((uint32_t*) c1) = (uint32_t) _mm_cvtsi128_si32(vout);
297       vout = _mm_srli_si128(vout, 4);
298       *((uint32_t*) c2) = (uint32_t) _mm_cvtsi128_si32(vout);
299       vout = _mm_srli_si128(vout, 4);
300       *((uint32_t*) c3) = (uint32_t) _mm_cvtsi128_si32(vout);
301 
302       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
303       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
304       c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
305       c3 = (int8_t*) ((uintptr_t) c3 + cn_stride);
306 
307       a0 = (const int8_t*) ((uintptr_t) a0 - kc);
308       a1 = (const int8_t*) ((uintptr_t) a1 - kc);
309       a2 = (const int8_t*) ((uintptr_t) a2 - kc);
310       a3 = (const int8_t*) ((uintptr_t) a3 - kc);
311 
312       nc -= 4;
313     } else {
314       if (nc & 2) {
315         *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0);
316         c0 += 2;
317         *((uint16_t*) c1) = (uint16_t) _mm_extract_epi16(vout, 2);
318         c1 += 2;
319         *((uint16_t*) c2) = (uint16_t) _mm_extract_epi16(vout, 4);
320         c2 += 2;
321         *((uint16_t*) c3) = (uint16_t) _mm_extract_epi16(vout, 6);
322         c3 += 2;
323         vout = _mm_srli_epi32(vout, 16);
324       }
325       if (nc & 1) {
326         *((int8_t*) c0) = (int8_t) _mm_cvtsi128_si32(vout);
327         *((int8_t*) c1) = (int8_t) _mm_extract_epi16(vout, 2);
328         *((int8_t*) c2) = (int8_t) _mm_extract_epi16(vout, 4);
329         *((int8_t*) c3) = (int8_t) _mm_extract_epi16(vout, 6);
330       }
331 
332       nc = 0;
333     }
334   } while (nc != 0);
335 }
336