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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 #include <smmintrin.h>
13 
14 #include <xnnpack/dwconv.h>
15 
16 
xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16(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)])17 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16(
18     size_t channels,
19     size_t output_width,
20     const int8_t** input,
21     const void* weights,
22     int8_t* output,
23     size_t input_stride,
24     size_t output_increment,
25     size_t input_offset,
26     const int8_t* zero,
27     const union xnn_qs8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
28 {
29   assert(channels != 0);
30   assert(output_width != 0);
31 
32   do {
33     const int8_t* i0 = input[0];
34     assert(i0 != NULL);
35     if XNN_UNPREDICTABLE(i0 != zero) {
36       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
37     }
38     const int8_t* i1 = input[1];
39     assert(i1 != NULL);
40     if XNN_UNPREDICTABLE(i1 != zero) {
41       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
42     }
43     const int8_t* i2 = input[2];
44     assert(i2 != NULL);
45     if XNN_UNPREDICTABLE(i2 != zero) {
46       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
47     }
48     const int8_t* i3 = input[3];
49     assert(i3 != NULL);
50     if XNN_UNPREDICTABLE(i3 != zero) {
51       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
52     }
53     const int8_t* i4 = input[4];
54     assert(i4 != NULL);
55     if XNN_UNPREDICTABLE(i4 != zero) {
56       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
57     }
58     const int8_t* i5 = input[5];
59     assert(i5 != NULL);
60     if XNN_UNPREDICTABLE(i5 != zero) {
61       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
62     }
63     const int8_t* i6 = input[6];
64     assert(i6 != NULL);
65     if XNN_UNPREDICTABLE(i6 != zero) {
66       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
67     }
68     const int8_t* i7 = input[7];
69     assert(i7 != NULL);
70     if XNN_UNPREDICTABLE(i7 != zero) {
71       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
72     }
73     const int8_t* i8 = input[8];
74     assert(i8 != NULL);
75     if XNN_UNPREDICTABLE(i8 != zero) {
76       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
77     }
78     const int8_t* i9 = input[9];
79     assert(i9 != NULL);
80     if XNN_UNPREDICTABLE(i9 != zero) {
81       i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
82     }
83     const int8_t* i10 = input[10];
84     assert(i10 != NULL);
85     if XNN_UNPREDICTABLE(i10 != zero) {
86       i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
87     }
88     const int8_t* i11 = input[11];
89     assert(i11 != NULL);
90     if XNN_UNPREDICTABLE(i11 != zero) {
91       i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
92     }
93     const int8_t* i12 = input[12];
94     assert(i12 != NULL);
95     if XNN_UNPREDICTABLE(i12 != zero) {
96       i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
97     }
98     const int8_t* i13 = input[13];
99     assert(i13 != NULL);
100     if XNN_UNPREDICTABLE(i13 != zero) {
101       i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
102     }
103     const int8_t* i14 = input[14];
104     assert(i14 != NULL);
105     if XNN_UNPREDICTABLE(i14 != zero) {
106       i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
107     }
108     const int8_t* i15 = input[15];
109     assert(i15 != NULL);
110     if XNN_UNPREDICTABLE(i15 != zero) {
111       i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
112     }
113     const int8_t* i16 = input[16];
114     assert(i16 != NULL);
115     if XNN_UNPREDICTABLE(i16 != zero) {
116       i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
117     }
118     const int8_t* i17 = input[17];
119     assert(i17 != NULL);
120     if XNN_UNPREDICTABLE(i17 != zero) {
121       i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
122     }
123     const int8_t* i18 = input[18];
124     assert(i18 != NULL);
125     if XNN_UNPREDICTABLE(i18 != zero) {
126       i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
127     }
128     const int8_t* i19 = input[19];
129     assert(i19 != NULL);
130     if XNN_UNPREDICTABLE(i19 != zero) {
131       i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
132     }
133     const int8_t* i20 = input[20];
134     assert(i20 != NULL);
135     if XNN_UNPREDICTABLE(i20 != zero) {
136       i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
137     }
138     const int8_t* i21 = input[21];
139     assert(i21 != NULL);
140     if XNN_UNPREDICTABLE(i21 != zero) {
141       i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
142     }
143     const int8_t* i22 = input[22];
144     assert(i22 != NULL);
145     if XNN_UNPREDICTABLE(i22 != zero) {
146       i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
147     }
148     const int8_t* i23 = input[23];
149     assert(i23 != NULL);
150     if XNN_UNPREDICTABLE(i23 != zero) {
151       i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
152     }
153     const int8_t* i24 = input[24];
154     assert(i24 != NULL);
155     if XNN_UNPREDICTABLE(i24 != zero) {
156       i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
157     }
158     input = (const int8_t**) ((uintptr_t) input + input_stride);
159 
160     size_t c = channels;
161     const void* w = weights;
162     for (; c >= 8; c -= 8) {
163       __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
164       __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
165 
166 
167       const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
168       const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
169       const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
170       const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
171       i0 += 8;
172 
173 
174       __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
175 
176       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
177       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
178 
179       const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
180       const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
181       const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
182       const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
183       i1 += 8;
184 
185 
186       vprod01234567 = _mm_mullo_epi16(vxi1x01234567, vxk1x01234567);
187 
188       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
189       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
190 
191       const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
192       const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
193       const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
194       const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
195       i2 += 8;
196 
197 
198       vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
199 
200       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
201       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
202 
203       const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
204       const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
205       const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
206       const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
207       i3 += 8;
208 
209 
210       vprod01234567 = _mm_mullo_epi16(vxi3x01234567, vxk3x01234567);
211 
212       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
213       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
214 
215       const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
216       const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
217       const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
218       const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
219       i4 += 8;
220 
221 
222       vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
223 
224       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
225       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
226 
227       const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
228       const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
229       const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
230       const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
231       i5 += 8;
232 
233 
234       vprod01234567 = _mm_mullo_epi16(vxi5x01234567, vxk5x01234567);
235 
236       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
237       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
238 
239       const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
240       const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
241       const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
242       const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
243       i6 += 8;
244 
245 
246       vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
247 
248       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
249       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
250 
251       const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
252       const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
253       const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
254       const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
255       i7 += 8;
256 
257 
258       vprod01234567 = _mm_mullo_epi16(vxi7x01234567, vxk7x01234567);
259 
260       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
261       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
262 
263       const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
264       const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
265       const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
266       const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
267       i8 += 8;
268 
269 
270       vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
271 
272       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
273       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
274 
275       const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
276       const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
277       const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
278       const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
279       i9 += 8;
280 
281 
282       vprod01234567 = _mm_mullo_epi16(vxi9x01234567, vxk9x01234567);
283 
284       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
285       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
286 
287       const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
288       const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
289       const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
290       const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
291       i10 += 8;
292 
293 
294       vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
295 
296       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
297       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
298 
299       const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
300       const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
301       const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
302       const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
303       i11 += 8;
304 
305 
306       vprod01234567 = _mm_mullo_epi16(vxi11x01234567, vxk11x01234567);
307 
308       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
309       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
310 
311       const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
312       const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
313       const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
314       const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
315       i12 += 8;
316 
317 
318       vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
319 
320       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
321       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
322 
323       const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
324       const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
325       const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
326       const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
327       i13 += 8;
328 
329 
330       vprod01234567 = _mm_mullo_epi16(vxi13x01234567, vxk13x01234567);
331 
332       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
333       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
334 
335       const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
336       const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
337       const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
338       const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
339       i14 += 8;
340 
341 
342       vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
343 
344       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
345       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
346 
347       const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
348       const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
349       const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
350       const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
351       i15 += 8;
352 
353 
354       vprod01234567 = _mm_mullo_epi16(vxi15x01234567, vxk15x01234567);
355 
356       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
357       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
358 
359       const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
360       const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
361       const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
362       const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
363       i16 += 8;
364 
365 
366       vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
367 
368       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
369       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
370 
371       const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
372       const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
373       const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
374       const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
375       i17 += 8;
376 
377 
378       vprod01234567 = _mm_mullo_epi16(vxi17x01234567, vxk17x01234567);
379 
380       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
381       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
382 
383       const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
384       const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
385       const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
386       const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
387       i18 += 8;
388 
389 
390       vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
391 
392       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
393       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
394 
395       const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
396       const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
397       const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
398       const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
399       i19 += 8;
400 
401 
402       vprod01234567 = _mm_mullo_epi16(vxi19x01234567, vxk19x01234567);
403 
404       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
405       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
406 
407       const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
408       const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
409       const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
410       const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
411       i20 += 8;
412 
413 
414       vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
415 
416       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
417       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
418 
419       const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
420       const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
421       const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
422       const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
423       i21 += 8;
424 
425 
426       vprod01234567 = _mm_mullo_epi16(vxi21x01234567, vxk21x01234567);
427 
428       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
429       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
430 
431       const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
432       const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
433       const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
434       const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
435       i22 += 8;
436 
437 
438       vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
439 
440       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
441       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
442 
443       const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
444       const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
445       const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
446       const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
447       i23 += 8;
448 
449 
450       vprod01234567 = _mm_mullo_epi16(vxi23x01234567, vxk23x01234567);
451 
452       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
453       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
454 
455       const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
456       const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
457       const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
458       const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
459       i24 += 8;
460 
461 
462       vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
463 
464       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
465       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
466 
467       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
468 
469       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
470       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
471 
472       const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
473       const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
474       w = (const void*) ((const float*) w + 8);
475       vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
476       vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
477 
478       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
479       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
480       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
481 
482       vacc0123 = _mm_cvtps_epi32(vscaled0123);
483       vacc4567 = _mm_cvtps_epi32(vscaled4567);
484 
485       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
486       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
487 
488 
489       __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
490 
491       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse4.output_min);
492       vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
493 
494       _mm_storel_epi64((__m128i*) output, vout0123456701234567);
495       output += 8;
496     }
497     if XNN_UNLIKELY(c != 0) {
498       {
499         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
500         __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
501 
502 
503         const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
504         const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
505         const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
506         const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
507 
508 
509         __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
510 
511         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
512         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
513 
514         const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
515         const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
516         const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
517         const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
518 
519 
520         vprod01234567 = _mm_mullo_epi16(vxi1x01234567, vxk1x01234567);
521 
522         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
523         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
524 
525         const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
526         const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
527         const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
528         const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
529 
530 
531         vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
532 
533         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
534         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
535 
536         const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
537         const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
538         const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
539         const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
540 
541 
542         vprod01234567 = _mm_mullo_epi16(vxi3x01234567, vxk3x01234567);
543 
544         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
545         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
546 
547         const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
548         const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
549         const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
550         const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
551 
552 
553         vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
554 
555         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
556         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
557 
558         const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
559         const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
560         const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
561         const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
562 
563 
564         vprod01234567 = _mm_mullo_epi16(vxi5x01234567, vxk5x01234567);
565 
566         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
567         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
568 
569         const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
570         const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
571         const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
572         const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
573 
574 
575         vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
576 
577         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
578         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
579 
580         const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
581         const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
582         const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
583         const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
584 
585 
586         vprod01234567 = _mm_mullo_epi16(vxi7x01234567, vxk7x01234567);
587 
588         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
589         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
590 
591         const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
592         const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
593         const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
594         const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
595 
596 
597         vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
598 
599         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
600         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
601 
602         const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
603         const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
604         const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
605         const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
606 
607 
608         vprod01234567 = _mm_mullo_epi16(vxi9x01234567, vxk9x01234567);
609 
610         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
611         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
612 
613         const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
614         const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
615         const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
616         const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
617 
618 
619         vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
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 vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
625         const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
626         const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
627         const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
628 
629 
630         vprod01234567 = _mm_mullo_epi16(vxi11x01234567, vxk11x01234567);
631 
632         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
633         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
634 
635         const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
636         const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
637         const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
638         const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
639 
640 
641         vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
642 
643         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
644         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
645 
646         const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
647         const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
648         const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
649         const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
650 
651 
652         vprod01234567 = _mm_mullo_epi16(vxi13x01234567, vxk13x01234567);
653 
654         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
655         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
656 
657         const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
658         const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
659         const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
660         const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
661 
662 
663         vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
664 
665         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
666         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
667 
668         const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
669         const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
670         const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
671         const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
672 
673 
674         vprod01234567 = _mm_mullo_epi16(vxi15x01234567, vxk15x01234567);
675 
676         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
677         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
678 
679         const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
680         const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
681         const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
682         const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
683 
684 
685         vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
686 
687         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
688         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
689 
690         const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
691         const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
692         const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
693         const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
694 
695 
696         vprod01234567 = _mm_mullo_epi16(vxi17x01234567, vxk17x01234567);
697 
698         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
699         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
700 
701         const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
702         const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
703         const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
704         const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
705 
706 
707         vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
708 
709         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
710         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
711 
712         const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
713         const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
714         const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
715         const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
716 
717 
718         vprod01234567 = _mm_mullo_epi16(vxi19x01234567, vxk19x01234567);
719 
720         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
721         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
722 
723         const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
724         const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
725         const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
726         const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
727 
728 
729         vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
730 
731         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
732         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
733 
734         const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
735         const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
736         const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
737         const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
738 
739 
740         vprod01234567 = _mm_mullo_epi16(vxi21x01234567, vxk21x01234567);
741 
742         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
743         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
744 
745         const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
746         const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
747         const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
748         const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
749 
750 
751         vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
752 
753         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
754         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
755 
756         const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
757         const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
758         const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
759         const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
760 
761 
762         vprod01234567 = _mm_mullo_epi16(vxi23x01234567, vxk23x01234567);
763 
764         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
765         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
766 
767         const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
768         const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
769         const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
770         const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
771 
772 
773         vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
774 
775         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
776         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
777 
778 
779         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
780         __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
781 
782         const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)));
783         const __m128 vscale4567 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float)));
784         vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
785         vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
786 
787         const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
788         vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
789         vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
790 
791         vacc0123 = _mm_cvtps_epi32(vscaled0123);
792         vacc4567 = _mm_cvtps_epi32(vscaled4567);
793 
794 
795         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
796         __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
797 
798 
799         __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
800 
801         vout0123456701234567 = _mm_max_epi8(vout0123456701234567, _mm_load_si128((const __m128i*) params->sse4.output_min));
802 
803         if (c & 4) {
804           *((uint32_t*) output) = (uint32_t) _mm_cvtsi128_si32(vout0123456701234567);
805           vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);
806           output += 4;
807         }
808         if (c & 2) {
809           *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(vout0123456701234567, 0);
810           vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);
811           output += 2;
812         }
813         if (c & 1) {
814           *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);
815           output += 1;
816         }
817       }
818     }
819 
820     output = (int8_t*) ((uintptr_t) output + output_increment);
821   } while (--output_width != 0);
822 }
823