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1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-dwconv/unipass-sse-mul16.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 #if defined(__GNUC__) || defined(__clang__)
13   #include <x86intrin.h>
14 #else
15   #include <immintrin.h>
16   #include <ammintrin.h>
17 #endif
18 
19 #include <xnnpack/dwconv.h>
20 
21 
xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__xop_mul16_add16(size_t channels,size_t output_width,const int8_t ** input,const void * weights,int8_t * output,size_t input_stride,size_t output_increment,size_t input_offset,const int8_t * zero,const union xnn_qs8_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])22 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__xop_mul16_add16(
23     size_t channels,
24     size_t output_width,
25     const int8_t** input,
26     const void* weights,
27     int8_t* output,
28     size_t input_stride,
29     size_t output_increment,
30     size_t input_offset,
31     const int8_t* zero,
32     const union xnn_qs8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
33 {
34   assert(channels != 0);
35   assert(output_width != 0);
36 
37   do {
38     const int8_t* i0 = input[0];
39     assert(i0 != NULL);
40     if XNN_UNPREDICTABLE(i0 != zero) {
41       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
42     }
43     const int8_t* i1 = input[1];
44     assert(i1 != NULL);
45     if XNN_UNPREDICTABLE(i1 != zero) {
46       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
47     }
48     const int8_t* i2 = input[2];
49     assert(i2 != NULL);
50     if XNN_UNPREDICTABLE(i2 != zero) {
51       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
52     }
53     const int8_t* i3 = input[3];
54     assert(i3 != NULL);
55     if XNN_UNPREDICTABLE(i3 != zero) {
56       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
57     }
58     const int8_t* i4 = input[4];
59     assert(i4 != NULL);
60     if XNN_UNPREDICTABLE(i4 != zero) {
61       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
62     }
63     const int8_t* i5 = input[5];
64     assert(i5 != NULL);
65     if XNN_UNPREDICTABLE(i5 != zero) {
66       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
67     }
68     const int8_t* i6 = input[6];
69     assert(i6 != NULL);
70     if XNN_UNPREDICTABLE(i6 != zero) {
71       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
72     }
73     const int8_t* i7 = input[7];
74     assert(i7 != NULL);
75     if XNN_UNPREDICTABLE(i7 != zero) {
76       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
77     }
78     const int8_t* i8 = input[8];
79     assert(i8 != NULL);
80     if XNN_UNPREDICTABLE(i8 != zero) {
81       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
82     }
83     const int8_t* i9 = input[9];
84     assert(i9 != NULL);
85     if XNN_UNPREDICTABLE(i9 != zero) {
86       i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
87     }
88     const int8_t* i10 = input[10];
89     assert(i10 != NULL);
90     if XNN_UNPREDICTABLE(i10 != zero) {
91       i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
92     }
93     const int8_t* i11 = input[11];
94     assert(i11 != NULL);
95     if XNN_UNPREDICTABLE(i11 != zero) {
96       i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
97     }
98     const int8_t* i12 = input[12];
99     assert(i12 != NULL);
100     if XNN_UNPREDICTABLE(i12 != zero) {
101       i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
102     }
103     const int8_t* i13 = input[13];
104     assert(i13 != NULL);
105     if XNN_UNPREDICTABLE(i13 != zero) {
106       i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
107     }
108     const int8_t* i14 = input[14];
109     assert(i14 != NULL);
110     if XNN_UNPREDICTABLE(i14 != zero) {
111       i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
112     }
113     const int8_t* i15 = input[15];
114     assert(i15 != NULL);
115     if XNN_UNPREDICTABLE(i15 != zero) {
116       i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
117     }
118     const int8_t* i16 = input[16];
119     assert(i16 != NULL);
120     if XNN_UNPREDICTABLE(i16 != zero) {
121       i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
122     }
123     const int8_t* i17 = input[17];
124     assert(i17 != NULL);
125     if XNN_UNPREDICTABLE(i17 != zero) {
126       i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
127     }
128     const int8_t* i18 = input[18];
129     assert(i18 != NULL);
130     if XNN_UNPREDICTABLE(i18 != zero) {
131       i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
132     }
133     const int8_t* i19 = input[19];
134     assert(i19 != NULL);
135     if XNN_UNPREDICTABLE(i19 != zero) {
136       i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
137     }
138     const int8_t* i20 = input[20];
139     assert(i20 != NULL);
140     if XNN_UNPREDICTABLE(i20 != zero) {
141       i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
142     }
143     const int8_t* i21 = input[21];
144     assert(i21 != NULL);
145     if XNN_UNPREDICTABLE(i21 != zero) {
146       i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
147     }
148     const int8_t* i22 = input[22];
149     assert(i22 != NULL);
150     if XNN_UNPREDICTABLE(i22 != zero) {
151       i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
152     }
153     const int8_t* i23 = input[23];
154     assert(i23 != NULL);
155     if XNN_UNPREDICTABLE(i23 != zero) {
156       i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
157     }
158     const int8_t* i24 = input[24];
159     assert(i24 != NULL);
160     if XNN_UNPREDICTABLE(i24 != zero) {
161       i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
162     }
163     input = (const int8_t**) ((uintptr_t) input + input_stride);
164 
165     size_t c = channels;
166     const void* w = weights;
167     for (; c >= 8; c -= 8) {
168       __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
169       __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
170 
171 
172       const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
173       const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
174       const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
175       const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
176       i0 += 8;
177 
178 
179       __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
180 
181 
182       const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
183       const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
184       const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
185       const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
186       i1 += 8;
187 
188 
189       vprod01234567 = _mm_macc_epi16(vxi1x01234567, vxk1x01234567, vprod01234567);
190 
191       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
192       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
193 
194       const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
195       const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
196       const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
197       const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
198       i2 += 8;
199 
200 
201       vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
202 
203 
204       const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
205       const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
206       const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
207       const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
208       i3 += 8;
209 
210 
211       vprod01234567 = _mm_macc_epi16(vxi3x01234567, vxk3x01234567, vprod01234567);
212 
213       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
214       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
215 
216       const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
217       const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
218       const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
219       const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
220       i4 += 8;
221 
222 
223       vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
224 
225 
226       const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
227       const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
228       const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
229       const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
230       i5 += 8;
231 
232 
233       vprod01234567 = _mm_macc_epi16(vxi5x01234567, vxk5x01234567, vprod01234567);
234 
235       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
236       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
237 
238       const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
239       const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
240       const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
241       const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
242       i6 += 8;
243 
244 
245       vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
246 
247 
248       const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
249       const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
250       const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
251       const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
252       i7 += 8;
253 
254 
255       vprod01234567 = _mm_macc_epi16(vxi7x01234567, vxk7x01234567, vprod01234567);
256 
257       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
258       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
259 
260       const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
261       const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
262       const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
263       const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
264       i8 += 8;
265 
266 
267       vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
268 
269 
270       const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
271       const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
272       const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
273       const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
274       i9 += 8;
275 
276 
277       vprod01234567 = _mm_macc_epi16(vxi9x01234567, vxk9x01234567, vprod01234567);
278 
279       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
280       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
281 
282       const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
283       const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
284       const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
285       const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
286       i10 += 8;
287 
288 
289       vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
290 
291 
292       const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
293       const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
294       const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
295       const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
296       i11 += 8;
297 
298 
299       vprod01234567 = _mm_macc_epi16(vxi11x01234567, vxk11x01234567, vprod01234567);
300 
301       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
302       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
303 
304       const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
305       const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
306       const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
307       const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
308       i12 += 8;
309 
310 
311       vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
312 
313 
314       const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
315       const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
316       const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
317       const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
318       i13 += 8;
319 
320 
321       vprod01234567 = _mm_macc_epi16(vxi13x01234567, vxk13x01234567, vprod01234567);
322 
323       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
324       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
325 
326       const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
327       const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
328       const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
329       const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
330       i14 += 8;
331 
332 
333       vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
334 
335 
336       const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
337       const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
338       const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
339       const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
340       i15 += 8;
341 
342 
343       vprod01234567 = _mm_macc_epi16(vxi15x01234567, vxk15x01234567, vprod01234567);
344 
345       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
346       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
347 
348       const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
349       const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
350       const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
351       const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
352       i16 += 8;
353 
354 
355       vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
356 
357 
358       const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
359       const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
360       const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
361       const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
362       i17 += 8;
363 
364 
365       vprod01234567 = _mm_macc_epi16(vxi17x01234567, vxk17x01234567, vprod01234567);
366 
367       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
368       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
369 
370       const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
371       const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
372       const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
373       const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
374       i18 += 8;
375 
376 
377       vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
378 
379 
380       const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
381       const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
382       const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
383       const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
384       i19 += 8;
385 
386 
387       vprod01234567 = _mm_macc_epi16(vxi19x01234567, vxk19x01234567, vprod01234567);
388 
389       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
390       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
391 
392       const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
393       const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
394       const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
395       const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
396       i20 += 8;
397 
398 
399       vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
400 
401 
402       const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
403       const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
404       const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
405       const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
406       i21 += 8;
407 
408 
409       vprod01234567 = _mm_macc_epi16(vxi21x01234567, vxk21x01234567, vprod01234567);
410 
411       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
412       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
413 
414       const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
415       const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
416       const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
417       const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
418       i22 += 8;
419 
420 
421       vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
422 
423 
424       const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
425       const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
426       const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
427       const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
428       i23 += 8;
429 
430 
431       vprod01234567 = _mm_macc_epi16(vxi23x01234567, vxk23x01234567, vprod01234567);
432 
433       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
434       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
435 
436       const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
437       const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
438       const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
439       const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
440       i24 += 8;
441 
442 
443       vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
444 
445       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
446       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
447 
448       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
449 
450       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
451       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
452 
453       const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
454       const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
455       w = (const void*) ((const float*) w + 8);
456       vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
457       vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
458 
459       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
460       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
461       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
462 
463       vacc0123 = _mm_cvtps_epi32(vscaled0123);
464       vacc4567 = _mm_cvtps_epi32(vscaled4567);
465 
466       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
467       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
468 
469 
470       __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
471 
472       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse4.output_min);
473       vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
474 
475       _mm_storel_epi64((__m128i*) output, vout0123456701234567);
476       output += 8;
477     }
478     if XNN_UNLIKELY(c != 0) {
479       {
480         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
481         __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
482 
483 
484         const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
485         const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
486         const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
487         const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
488 
489 
490         __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
491 
492 
493         const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
494         const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
495         const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
496         const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
497 
498 
499         vprod01234567 = _mm_macc_epi16(vxi1x01234567, vxk1x01234567, vprod01234567);
500 
501         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
502         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
503 
504         const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
505         const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
506         const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
507         const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
508 
509 
510         vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
511 
512 
513         const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
514         const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
515         const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
516         const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
517 
518 
519         vprod01234567 = _mm_macc_epi16(vxi3x01234567, vxk3x01234567, vprod01234567);
520 
521         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
522         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
523 
524         const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
525         const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
526         const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
527         const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
528 
529 
530         vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
531 
532 
533         const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
534         const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
535         const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
536         const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
537 
538 
539         vprod01234567 = _mm_macc_epi16(vxi5x01234567, vxk5x01234567, vprod01234567);
540 
541         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
542         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
543 
544         const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
545         const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
546         const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
547         const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
548 
549 
550         vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
551 
552 
553         const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
554         const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
555         const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
556         const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
557 
558 
559         vprod01234567 = _mm_macc_epi16(vxi7x01234567, vxk7x01234567, vprod01234567);
560 
561         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
562         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
563 
564         const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
565         const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
566         const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
567         const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
568 
569 
570         vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
571 
572 
573         const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
574         const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
575         const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
576         const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
577 
578 
579         vprod01234567 = _mm_macc_epi16(vxi9x01234567, vxk9x01234567, vprod01234567);
580 
581         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
582         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
583 
584         const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
585         const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
586         const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
587         const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
588 
589 
590         vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
591 
592 
593         const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
594         const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
595         const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
596         const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
597 
598 
599         vprod01234567 = _mm_macc_epi16(vxi11x01234567, vxk11x01234567, vprod01234567);
600 
601         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
602         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
603 
604         const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
605         const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
606         const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
607         const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
608 
609 
610         vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
611 
612 
613         const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
614         const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
615         const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
616         const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
617 
618 
619         vprod01234567 = _mm_macc_epi16(vxi13x01234567, vxk13x01234567, vprod01234567);
620 
621         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
622         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
623 
624         const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
625         const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
626         const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
627         const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
628 
629 
630         vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
631 
632 
633         const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
634         const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
635         const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
636         const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
637 
638 
639         vprod01234567 = _mm_macc_epi16(vxi15x01234567, vxk15x01234567, vprod01234567);
640 
641         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
642         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
643 
644         const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
645         const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
646         const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
647         const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
648 
649 
650         vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
651 
652 
653         const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
654         const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
655         const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
656         const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
657 
658 
659         vprod01234567 = _mm_macc_epi16(vxi17x01234567, vxk17x01234567, vprod01234567);
660 
661         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
662         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
663 
664         const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
665         const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
666         const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
667         const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
668 
669 
670         vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
671 
672 
673         const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
674         const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
675         const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
676         const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
677 
678 
679         vprod01234567 = _mm_macc_epi16(vxi19x01234567, vxk19x01234567, vprod01234567);
680 
681         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
682         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
683 
684         const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
685         const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
686         const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
687         const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
688 
689 
690         vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
691 
692 
693         const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
694         const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
695         const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
696         const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
697 
698 
699         vprod01234567 = _mm_macc_epi16(vxi21x01234567, vxk21x01234567, vprod01234567);
700 
701         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
702         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
703 
704         const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
705         const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
706         const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
707         const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
708 
709 
710         vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
711 
712 
713         const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
714         const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
715         const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
716         const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
717 
718 
719         vprod01234567 = _mm_macc_epi16(vxi23x01234567, vxk23x01234567, vprod01234567);
720 
721         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
722         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
723 
724         const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
725         const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
726         const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
727         const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
728 
729 
730         vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
731 
732         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
733         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
734 
735 
736         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
737         __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
738 
739         const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)));
740         const __m128 vscale4567 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float)));
741         vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
742         vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
743 
744         const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
745         vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
746         vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
747 
748         vacc0123 = _mm_cvtps_epi32(vscaled0123);
749         vacc4567 = _mm_cvtps_epi32(vscaled4567);
750 
751 
752         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
753         __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
754 
755 
756         __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
757 
758         vout0123456701234567 = _mm_max_epi8(vout0123456701234567, _mm_load_si128((const __m128i*) params->sse4.output_min));
759 
760         if (c & 4) {
761           *((uint32_t*) output) = (uint32_t) _mm_cvtsi128_si32(vout0123456701234567);
762           vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);
763           output += 4;
764         }
765         if (c & 2) {
766           *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(vout0123456701234567, 0);
767           vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);
768           output += 2;
769         }
770         if (c & 1) {
771           *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);
772           output += 1;
773         }
774       }
775     }
776 
777     output = (int8_t*) ((uintptr_t) output + output_increment);
778   } while (--output_width != 0);
779 }
780