xref: /aosp_15_r20/external/XNNPACK/src/qs8-dwconv/gen/up8x25-minmax-fp32-sse41-mul16-add16.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
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 #include <xnnpack/unaligned.h>
16 
17 
xnn_qs8_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_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16_add16(
19     size_t channels,
20     size_t output_width,
21     const int8_t** input,
22     const void* weights,
23     int8_t* output,
24     size_t input_stride,
25     size_t output_increment,
26     size_t input_offset,
27     const int8_t* zero,
28     const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
29 {
30   assert(channels != 0);
31   assert(output_width != 0);
32 
33   do {
34     const int8_t* i0 = input[0];
35     assert(i0 != NULL);
36     if XNN_UNPREDICTABLE(i0 != zero) {
37       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
38     }
39     const int8_t* i1 = input[1];
40     assert(i1 != NULL);
41     if XNN_UNPREDICTABLE(i1 != zero) {
42       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
43     }
44     const int8_t* i2 = input[2];
45     assert(i2 != NULL);
46     if XNN_UNPREDICTABLE(i2 != zero) {
47       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
48     }
49     const int8_t* i3 = input[3];
50     assert(i3 != NULL);
51     if XNN_UNPREDICTABLE(i3 != zero) {
52       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
53     }
54     const int8_t* i4 = input[4];
55     assert(i4 != NULL);
56     if XNN_UNPREDICTABLE(i4 != zero) {
57       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
58     }
59     const int8_t* i5 = input[5];
60     assert(i5 != NULL);
61     if XNN_UNPREDICTABLE(i5 != zero) {
62       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
63     }
64     const int8_t* i6 = input[6];
65     assert(i6 != NULL);
66     if XNN_UNPREDICTABLE(i6 != zero) {
67       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
68     }
69     const int8_t* i7 = input[7];
70     assert(i7 != NULL);
71     if XNN_UNPREDICTABLE(i7 != zero) {
72       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
73     }
74     const int8_t* i8 = input[8];
75     assert(i8 != NULL);
76     if XNN_UNPREDICTABLE(i8 != zero) {
77       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
78     }
79     const int8_t* i9 = input[9];
80     assert(i9 != NULL);
81     if XNN_UNPREDICTABLE(i9 != zero) {
82       i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
83     }
84     const int8_t* i10 = input[10];
85     assert(i10 != NULL);
86     if XNN_UNPREDICTABLE(i10 != zero) {
87       i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
88     }
89     const int8_t* i11 = input[11];
90     assert(i11 != NULL);
91     if XNN_UNPREDICTABLE(i11 != zero) {
92       i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
93     }
94     const int8_t* i12 = input[12];
95     assert(i12 != NULL);
96     if XNN_UNPREDICTABLE(i12 != zero) {
97       i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
98     }
99     const int8_t* i13 = input[13];
100     assert(i13 != NULL);
101     if XNN_UNPREDICTABLE(i13 != zero) {
102       i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
103     }
104     const int8_t* i14 = input[14];
105     assert(i14 != NULL);
106     if XNN_UNPREDICTABLE(i14 != zero) {
107       i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
108     }
109     const int8_t* i15 = input[15];
110     assert(i15 != NULL);
111     if XNN_UNPREDICTABLE(i15 != zero) {
112       i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
113     }
114     const int8_t* i16 = input[16];
115     assert(i16 != NULL);
116     if XNN_UNPREDICTABLE(i16 != zero) {
117       i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
118     }
119     const int8_t* i17 = input[17];
120     assert(i17 != NULL);
121     if XNN_UNPREDICTABLE(i17 != zero) {
122       i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
123     }
124     const int8_t* i18 = input[18];
125     assert(i18 != NULL);
126     if XNN_UNPREDICTABLE(i18 != zero) {
127       i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
128     }
129     const int8_t* i19 = input[19];
130     assert(i19 != NULL);
131     if XNN_UNPREDICTABLE(i19 != zero) {
132       i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
133     }
134     const int8_t* i20 = input[20];
135     assert(i20 != NULL);
136     if XNN_UNPREDICTABLE(i20 != zero) {
137       i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
138     }
139     const int8_t* i21 = input[21];
140     assert(i21 != NULL);
141     if XNN_UNPREDICTABLE(i21 != zero) {
142       i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
143     }
144     const int8_t* i22 = input[22];
145     assert(i22 != NULL);
146     if XNN_UNPREDICTABLE(i22 != zero) {
147       i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
148     }
149     const int8_t* i23 = input[23];
150     assert(i23 != NULL);
151     if XNN_UNPREDICTABLE(i23 != zero) {
152       i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
153     }
154     const int8_t* i24 = input[24];
155     assert(i24 != NULL);
156     if XNN_UNPREDICTABLE(i24 != zero) {
157       i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
158     }
159     input = (const int8_t**) ((uintptr_t) input + input_stride);
160 
161     size_t c = channels;
162     const void* w = weights;
163     for (; c >= 8; c -= 8) {
164       __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
165       __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
166 
167 
168       const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
169       const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
170       const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
171       const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
172       i0 += 8;
173 
174 
175       __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
176 
177 
178       const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
179       const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
180       const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
181       const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
182       i1 += 8;
183 
184 
185       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));
186 
187       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
188       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
189 
190       const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
191       const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
192       const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
193       const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
194       i2 += 8;
195 
196 
197       vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
198 
199 
200       const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
201       const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
202       const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
203       const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
204       i3 += 8;
205 
206 
207       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));
208 
209       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
210       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
211 
212       const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
213       const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
214       const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
215       const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
216       i4 += 8;
217 
218 
219       vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
220 
221 
222       const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
223       const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
224       const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
225       const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
226       i5 += 8;
227 
228 
229       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));
230 
231       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
232       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
233 
234       const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
235       const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
236       const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
237       const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
238       i6 += 8;
239 
240 
241       vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
242 
243 
244       const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
245       const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
246       const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
247       const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
248       i7 += 8;
249 
250 
251       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));
252 
253       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
254       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
255 
256       const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
257       const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
258       const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
259       const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
260       i8 += 8;
261 
262 
263       vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
264 
265 
266       const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
267       const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
268       const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
269       const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
270       i9 += 8;
271 
272 
273       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));
274 
275       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
276       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
277 
278       const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
279       const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
280       const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
281       const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
282       i10 += 8;
283 
284 
285       vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
286 
287 
288       const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
289       const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
290       const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
291       const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
292       i11 += 8;
293 
294 
295       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));
296 
297       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
298       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
299 
300       const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
301       const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
302       const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
303       const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
304       i12 += 8;
305 
306 
307       vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
308 
309 
310       const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
311       const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
312       const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
313       const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
314       i13 += 8;
315 
316 
317       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));
318 
319       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
320       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
321 
322       const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
323       const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
324       const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
325       const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
326       i14 += 8;
327 
328 
329       vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
330 
331 
332       const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
333       const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
334       const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
335       const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
336       i15 += 8;
337 
338 
339       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));
340 
341       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
342       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
343 
344       const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
345       const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
346       const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
347       const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
348       i16 += 8;
349 
350 
351       vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
352 
353 
354       const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
355       const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
356       const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
357       const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
358       i17 += 8;
359 
360 
361       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));
362 
363       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
364       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
365 
366       const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
367       const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
368       const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
369       const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
370       i18 += 8;
371 
372 
373       vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
374 
375 
376       const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
377       const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
378       const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
379       const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
380       i19 += 8;
381 
382 
383       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));
384 
385       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
386       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
387 
388       const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
389       const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
390       const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
391       const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
392       i20 += 8;
393 
394 
395       vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
396 
397 
398       const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
399       const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
400       const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
401       const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
402       i21 += 8;
403 
404 
405       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));
406 
407       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
408       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
409 
410       const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
411       const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
412       const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
413       const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
414       i22 += 8;
415 
416 
417       vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
418 
419 
420       const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
421       const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
422       const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
423       const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
424       i23 += 8;
425 
426 
427       vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));
428 
429       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
430       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
431 
432       const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
433       const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
434       const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
435       const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
436       i24 += 8;
437 
438 
439       vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
440 
441       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
442       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
443 
444       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
445 
446       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
447       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
448 
449       const __m128 vscale = _mm_load_ps(params->fp32_sse4.scale);
450       vscaled0123 = _mm_mul_ps(vscaled0123, vscale);
451       vscaled4567 = _mm_mul_ps(vscaled4567, vscale);
452 
453       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point);
454       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
455       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
456 
457       vacc0123 = _mm_cvtps_epi32(vscaled0123);
458       vacc4567 = _mm_cvtps_epi32(vscaled4567);
459 
460       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
461       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
462 
463 
464       __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
465 
466       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse4.output_min);
467       vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
468 
469       _mm_storel_epi64((__m128i*) output, vout0123456701234567);
470       output += 8;
471     }
472     if XNN_UNLIKELY(c != 0) {
473       {
474         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
475         __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
476 
477 
478         const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
479         const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
480         const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
481         const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
482 
483 
484         __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
485 
486 
487         const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
488         const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
489         const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
490         const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
491 
492 
493         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi1x01234567, vxk1x01234567));
494 
495         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
496         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
497 
498         const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
499         const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
500         const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
501         const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
502 
503 
504         vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
505 
506 
507         const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
508         const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
509         const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
510         const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
511 
512 
513         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi3x01234567, vxk3x01234567));
514 
515         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
516         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
517 
518         const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
519         const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
520         const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
521         const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
522 
523 
524         vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
525 
526 
527         const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
528         const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
529         const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
530         const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
531 
532 
533         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi5x01234567, vxk5x01234567));
534 
535         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
536         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
537 
538         const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
539         const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
540         const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
541         const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
542 
543 
544         vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
545 
546 
547         const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
548         const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
549         const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
550         const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
551 
552 
553         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi7x01234567, vxk7x01234567));
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 vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
559         const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
560         const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
561         const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
562 
563 
564         vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
565 
566 
567         const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
568         const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
569         const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
570         const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
571 
572 
573         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi9x01234567, vxk9x01234567));
574 
575         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
576         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
577 
578         const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
579         const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
580         const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
581         const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
582 
583 
584         vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
585 
586 
587         const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
588         const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
589         const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
590         const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
591 
592 
593         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi11x01234567, vxk11x01234567));
594 
595         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
596         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
597 
598         const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
599         const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
600         const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
601         const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
602 
603 
604         vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
605 
606 
607         const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
608         const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
609         const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
610         const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
611 
612 
613         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi13x01234567, vxk13x01234567));
614 
615         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
616         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
617 
618         const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
619         const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
620         const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
621         const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
622 
623 
624         vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
625 
626 
627         const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
628         const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
629         const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
630         const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
631 
632 
633         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi15x01234567, vxk15x01234567));
634 
635         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
636         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
637 
638         const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
639         const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
640         const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
641         const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
642 
643 
644         vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
645 
646 
647         const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
648         const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
649         const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
650         const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
651 
652 
653         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi17x01234567, vxk17x01234567));
654 
655         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
656         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
657 
658         const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
659         const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
660         const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
661         const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
662 
663 
664         vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
665 
666 
667         const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
668         const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
669         const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
670         const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
671 
672 
673         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi19x01234567, vxk19x01234567));
674 
675         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
676         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
677 
678         const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
679         const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
680         const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
681         const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
682 
683 
684         vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
685 
686 
687         const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
688         const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
689         const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
690         const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
691 
692 
693         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi21x01234567, vxk21x01234567));
694 
695         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
696         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
697 
698         const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
699         const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
700         const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
701         const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
702 
703 
704         vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
705 
706 
707         const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
708         const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
709         const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
710         const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
711 
712 
713         vprod01234567 = _mm_add_epi16(vprod01234567, _mm_mullo_epi16(vxi23x01234567, vxk23x01234567));
714 
715         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
716         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
717 
718         const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
719         const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
720         const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
721         const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
722 
723 
724         vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
725 
726         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
727         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
728 
729 
730         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
731         __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
732 
733         const __m128 vscale = _mm_load_ps(params->fp32_sse4.scale);
734         vscaled0123 = _mm_mul_ps(vscaled0123, vscale);
735         vscaled4567 = _mm_mul_ps(vscaled4567, vscale);
736 
737         const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point);
738         vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
739         vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
740 
741         vacc0123 = _mm_cvtps_epi32(vscaled0123);
742         vacc4567 = _mm_cvtps_epi32(vscaled4567);
743 
744 
745         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
746         __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
747 
748 
749         __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
750 
751         vout0123456701234567 = _mm_max_epi8(vout0123456701234567, _mm_load_si128((const __m128i*) params->fp32_sse4.output_min));
752 
753         if (c & 4) {
754           unaligned_store_u32(output, (uint32_t) _mm_cvtsi128_si32(vout0123456701234567));
755           vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);
756           output += 4;
757         }
758         if (c & 2) {
759           unaligned_store_u16(output, (uint16_t) _mm_extract_epi16(vout0123456701234567, 0));
760           vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);
761           output += 2;
762         }
763         if (c & 1) {
764           *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);
765           output += 1;
766         }
767       }
768     }
769 
770     output = (int8_t*) ((uintptr_t) output + output_increment);
771   } while (--output_width != 0);
772 }
773