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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_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)])17 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16_add16(
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 
177       const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
178       const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
179       const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
180       const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
181       i1 += 8;
182 
183 
184       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));
185 
186       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
187       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
188 
189       const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
190       const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
191       const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
192       const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
193       i2 += 8;
194 
195 
196       vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
197 
198 
199       const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
200       const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
201       const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
202       const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
203       i3 += 8;
204 
205 
206       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));
207 
208       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
209       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
210 
211       const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
212       const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
213       const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
214       const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
215       i4 += 8;
216 
217 
218       vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
219 
220 
221       const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
222       const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
223       const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
224       const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
225       i5 += 8;
226 
227 
228       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));
229 
230       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
231       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
232 
233       const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
234       const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
235       const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
236       const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
237       i6 += 8;
238 
239 
240       vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
241 
242 
243       const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
244       const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
245       const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
246       const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
247       i7 += 8;
248 
249 
250       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));
251 
252       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
253       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
254 
255       const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
256       const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
257       const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
258       const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
259       i8 += 8;
260 
261 
262       vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
263 
264 
265       const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
266       const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
267       const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
268       const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
269       i9 += 8;
270 
271 
272       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));
273 
274       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
275       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
276 
277       const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
278       const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
279       const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
280       const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
281       i10 += 8;
282 
283 
284       vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
285 
286 
287       const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
288       const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
289       const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
290       const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
291       i11 += 8;
292 
293 
294       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));
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 vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
300       const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
301       const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
302       const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
303       i12 += 8;
304 
305 
306       vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
307 
308 
309       const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
310       const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
311       const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
312       const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
313       i13 += 8;
314 
315 
316       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));
317 
318       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
319       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
320 
321       const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
322       const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
323       const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
324       const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
325       i14 += 8;
326 
327 
328       vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
329 
330 
331       const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
332       const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
333       const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
334       const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
335       i15 += 8;
336 
337 
338       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));
339 
340       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
341       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
342 
343       const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
344       const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
345       const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
346       const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
347       i16 += 8;
348 
349 
350       vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
351 
352 
353       const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
354       const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
355       const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
356       const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
357       i17 += 8;
358 
359 
360       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));
361 
362       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
363       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
364 
365       const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
366       const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
367       const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
368       const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
369       i18 += 8;
370 
371 
372       vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
373 
374 
375       const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
376       const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
377       const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
378       const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
379       i19 += 8;
380 
381 
382       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));
383 
384       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
385       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
386 
387       const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
388       const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
389       const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
390       const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
391       i20 += 8;
392 
393 
394       vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
395 
396 
397       const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
398       const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
399       const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
400       const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
401       i21 += 8;
402 
403 
404       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));
405 
406       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
407       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
408 
409       const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
410       const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
411       const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
412       const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
413       i22 += 8;
414 
415 
416       vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
417 
418 
419       const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
420       const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
421       const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
422       const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
423       i23 += 8;
424 
425 
426       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));
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 vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
432       const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
433       const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
434       const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
435       i24 += 8;
436 
437 
438       vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
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       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
444 
445       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
446       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
447 
448       const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
449       const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
450       w = (const void*) ((const float*) w + 8);
451       vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
452       vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
453 
454       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
455       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
456       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
457 
458       vacc0123 = _mm_cvtps_epi32(vscaled0123);
459       vacc4567 = _mm_cvtps_epi32(vscaled4567);
460 
461       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
462       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
463 
464 
465       __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
466 
467       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse4.output_min);
468       vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
469 
470       _mm_storel_epi64((__m128i*) output, vout0123456701234567);
471       output += 8;
472     }
473     if XNN_UNLIKELY(c != 0) {
474       {
475         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
476         __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
477 
478 
479         const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
480         const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
481         const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
482         const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
483 
484 
485         __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
486 
487 
488         const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
489         const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
490         const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
491         const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
492 
493 
494         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));
495 
496         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
497         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
498 
499         const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
500         const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
501         const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
502         const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
503 
504 
505         vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
506 
507 
508         const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
509         const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
510         const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
511         const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
512 
513 
514         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));
515 
516         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
517         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
518 
519         const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
520         const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
521         const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
522         const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
523 
524 
525         vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
526 
527 
528         const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
529         const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
530         const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
531         const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
532 
533 
534         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));
535 
536         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
537         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
538 
539         const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
540         const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
541         const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
542         const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
543 
544 
545         vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
546 
547 
548         const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
549         const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
550         const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
551         const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
552 
553 
554         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));
555 
556         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
557         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
558 
559         const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
560         const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
561         const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
562         const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
563 
564 
565         vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
566 
567 
568         const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
569         const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
570         const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
571         const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
572 
573 
574         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));
575 
576         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
577         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
578 
579         const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
580         const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
581         const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
582         const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
583 
584 
585         vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
586 
587 
588         const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
589         const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
590         const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
591         const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
592 
593 
594         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));
595 
596         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
597         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
598 
599         const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
600         const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
601         const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
602         const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
603 
604 
605         vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
606 
607 
608         const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
609         const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
610         const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
611         const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
612 
613 
614         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));
615 
616         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
617         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
618 
619         const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
620         const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
621         const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
622         const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
623 
624 
625         vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
626 
627 
628         const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
629         const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
630         const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
631         const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
632 
633 
634         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));
635 
636         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
637         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
638 
639         const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
640         const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
641         const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
642         const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
643 
644 
645         vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
646 
647 
648         const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
649         const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
650         const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
651         const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
652 
653 
654         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));
655 
656         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
657         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
658 
659         const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
660         const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
661         const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
662         const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
663 
664 
665         vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
666 
667 
668         const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
669         const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
670         const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
671         const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
672 
673 
674         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));
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 vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
680         const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
681         const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
682         const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
683 
684 
685         vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
686 
687 
688         const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
689         const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
690         const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
691         const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
692 
693 
694         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));
695 
696         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
697         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
698 
699         const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
700         const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
701         const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
702         const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
703 
704 
705         vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
706 
707 
708         const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
709         const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
710         const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
711         const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
712 
713 
714         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));
715 
716         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
717         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
718 
719         const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
720         const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
721         const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
722         const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
723 
724 
725         vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
726 
727         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
728         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
729 
730 
731         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
732         __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
733 
734         const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)));
735         const __m128 vscale4567 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float)));
736         vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
737         vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
738 
739         const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
740         vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
741         vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
742 
743         vacc0123 = _mm_cvtps_epi32(vscaled0123);
744         vacc4567 = _mm_cvtps_epi32(vscaled4567);
745 
746 
747         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
748         __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
749 
750 
751         __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
752 
753         vout0123456701234567 = _mm_max_epi8(vout0123456701234567, _mm_load_si128((const __m128i*) params->sse4.output_min));
754 
755         if (c & 4) {
756           *((uint32_t*) output) = (uint32_t) _mm_cvtsi128_si32(vout0123456701234567);
757           vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);
758           output += 4;
759         }
760         if (c & 2) {
761           *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(vout0123456701234567, 0);
762           vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);
763           output += 2;
764         }
765         if (c & 1) {
766           *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);
767           output += 1;
768         }
769       }
770     }
771 
772     output = (int8_t*) ((uintptr_t) output + output_increment);
773   } while (--output_width != 0);
774 }
775