xref: /aosp_15_r20/external/XNNPACK/src/qc8-dwconv/gen/up8x25-minmax-fp32-xop-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 #if defined(__GNUC__) || defined(__clang__)
13   #include <x86intrin.h>
14 #else
15   #include <immintrin.h>
16   #include <ammintrin.h>
17 #endif
18 
19 #include <xnnpack/dwconv.h>
20 #include <xnnpack/unaligned.h>
21 
22 
xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__xop_mul16_add16(size_t channels,size_t output_width,const int8_t ** input,const void * weights,int8_t * output,size_t input_stride,size_t output_increment,size_t input_offset,const int8_t * zero,const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])23 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__xop_mul16_add16(
24     size_t channels,
25     size_t output_width,
26     const int8_t** input,
27     const void* weights,
28     int8_t* output,
29     size_t input_stride,
30     size_t output_increment,
31     size_t input_offset,
32     const int8_t* zero,
33     const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
34 {
35   assert(channels != 0);
36   assert(output_width != 0);
37 
38   do {
39     const int8_t* i0 = input[0];
40     assert(i0 != NULL);
41     if XNN_UNPREDICTABLE(i0 != zero) {
42       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
43     }
44     const int8_t* i1 = input[1];
45     assert(i1 != NULL);
46     if XNN_UNPREDICTABLE(i1 != zero) {
47       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
48     }
49     const int8_t* i2 = input[2];
50     assert(i2 != NULL);
51     if XNN_UNPREDICTABLE(i2 != zero) {
52       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
53     }
54     const int8_t* i3 = input[3];
55     assert(i3 != NULL);
56     if XNN_UNPREDICTABLE(i3 != zero) {
57       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
58     }
59     const int8_t* i4 = input[4];
60     assert(i4 != NULL);
61     if XNN_UNPREDICTABLE(i4 != zero) {
62       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
63     }
64     const int8_t* i5 = input[5];
65     assert(i5 != NULL);
66     if XNN_UNPREDICTABLE(i5 != zero) {
67       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
68     }
69     const int8_t* i6 = input[6];
70     assert(i6 != NULL);
71     if XNN_UNPREDICTABLE(i6 != zero) {
72       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
73     }
74     const int8_t* i7 = input[7];
75     assert(i7 != NULL);
76     if XNN_UNPREDICTABLE(i7 != zero) {
77       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
78     }
79     const int8_t* i8 = input[8];
80     assert(i8 != NULL);
81     if XNN_UNPREDICTABLE(i8 != zero) {
82       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
83     }
84     const int8_t* i9 = input[9];
85     assert(i9 != NULL);
86     if XNN_UNPREDICTABLE(i9 != zero) {
87       i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
88     }
89     const int8_t* i10 = input[10];
90     assert(i10 != NULL);
91     if XNN_UNPREDICTABLE(i10 != zero) {
92       i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
93     }
94     const int8_t* i11 = input[11];
95     assert(i11 != NULL);
96     if XNN_UNPREDICTABLE(i11 != zero) {
97       i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
98     }
99     const int8_t* i12 = input[12];
100     assert(i12 != NULL);
101     if XNN_UNPREDICTABLE(i12 != zero) {
102       i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
103     }
104     const int8_t* i13 = input[13];
105     assert(i13 != NULL);
106     if XNN_UNPREDICTABLE(i13 != zero) {
107       i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
108     }
109     const int8_t* i14 = input[14];
110     assert(i14 != NULL);
111     if XNN_UNPREDICTABLE(i14 != zero) {
112       i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
113     }
114     const int8_t* i15 = input[15];
115     assert(i15 != NULL);
116     if XNN_UNPREDICTABLE(i15 != zero) {
117       i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
118     }
119     const int8_t* i16 = input[16];
120     assert(i16 != NULL);
121     if XNN_UNPREDICTABLE(i16 != zero) {
122       i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
123     }
124     const int8_t* i17 = input[17];
125     assert(i17 != NULL);
126     if XNN_UNPREDICTABLE(i17 != zero) {
127       i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
128     }
129     const int8_t* i18 = input[18];
130     assert(i18 != NULL);
131     if XNN_UNPREDICTABLE(i18 != zero) {
132       i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
133     }
134     const int8_t* i19 = input[19];
135     assert(i19 != NULL);
136     if XNN_UNPREDICTABLE(i19 != zero) {
137       i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
138     }
139     const int8_t* i20 = input[20];
140     assert(i20 != NULL);
141     if XNN_UNPREDICTABLE(i20 != zero) {
142       i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
143     }
144     const int8_t* i21 = input[21];
145     assert(i21 != NULL);
146     if XNN_UNPREDICTABLE(i21 != zero) {
147       i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
148     }
149     const int8_t* i22 = input[22];
150     assert(i22 != NULL);
151     if XNN_UNPREDICTABLE(i22 != zero) {
152       i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
153     }
154     const int8_t* i23 = input[23];
155     assert(i23 != NULL);
156     if XNN_UNPREDICTABLE(i23 != zero) {
157       i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
158     }
159     const int8_t* i24 = input[24];
160     assert(i24 != NULL);
161     if XNN_UNPREDICTABLE(i24 != zero) {
162       i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
163     }
164     input = (const int8_t**) ((uintptr_t) input + input_stride);
165 
166     size_t c = channels;
167     const void* w = weights;
168     for (; c >= 8; c -= 8) {
169       __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
170       __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
171 
172 
173       const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
174       const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
175       const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
176       const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
177       i0 += 8;
178 
179 
180       __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
181 
182 
183       const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
184       const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
185       const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
186       const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
187       i1 += 8;
188 
189 
190       vprod01234567 = _mm_macc_epi16(vxi1x01234567, vxk1x01234567, vprod01234567);
191 
192       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
193       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
194 
195       const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
196       const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
197       const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
198       const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
199       i2 += 8;
200 
201 
202       vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
203 
204 
205       const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
206       const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
207       const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
208       const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
209       i3 += 8;
210 
211 
212       vprod01234567 = _mm_macc_epi16(vxi3x01234567, vxk3x01234567, vprod01234567);
213 
214       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
215       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
216 
217       const __m128i vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
218       const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
219       const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
220       const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
221       i4 += 8;
222 
223 
224       vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
225 
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_macc_epi16(vxi5x01234567, vxk5x01234567, vprod01234567);
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 
249       const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
250       const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
251       const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
252       const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
253       i7 += 8;
254 
255 
256       vprod01234567 = _mm_macc_epi16(vxi7x01234567, vxk7x01234567, vprod01234567);
257 
258       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
259       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
260 
261       const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
262       const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
263       const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
264       const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
265       i8 += 8;
266 
267 
268       vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
269 
270 
271       const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
272       const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
273       const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
274       const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
275       i9 += 8;
276 
277 
278       vprod01234567 = _mm_macc_epi16(vxi9x01234567, vxk9x01234567, vprod01234567);
279 
280       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
281       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
282 
283       const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
284       const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
285       const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
286       const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
287       i10 += 8;
288 
289 
290       vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
291 
292 
293       const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
294       const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
295       const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
296       const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
297       i11 += 8;
298 
299 
300       vprod01234567 = _mm_macc_epi16(vxi11x01234567, vxk11x01234567, vprod01234567);
301 
302       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
303       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
304 
305       const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
306       const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
307       const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
308       const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
309       i12 += 8;
310 
311 
312       vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
313 
314 
315       const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
316       const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
317       const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
318       const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
319       i13 += 8;
320 
321 
322       vprod01234567 = _mm_macc_epi16(vxi13x01234567, vxk13x01234567, vprod01234567);
323 
324       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
325       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
326 
327       const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
328       const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
329       const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
330       const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
331       i14 += 8;
332 
333 
334       vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
335 
336 
337       const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
338       const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
339       const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
340       const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
341       i15 += 8;
342 
343 
344       vprod01234567 = _mm_macc_epi16(vxi15x01234567, vxk15x01234567, vprod01234567);
345 
346       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
347       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
348 
349       const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
350       const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
351       const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
352       const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
353       i16 += 8;
354 
355 
356       vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
357 
358 
359       const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
360       const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
361       const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
362       const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
363       i17 += 8;
364 
365 
366       vprod01234567 = _mm_macc_epi16(vxi17x01234567, vxk17x01234567, vprod01234567);
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 vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
372       const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
373       const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
374       const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
375       i18 += 8;
376 
377 
378       vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
379 
380 
381       const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
382       const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
383       const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
384       const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
385       i19 += 8;
386 
387 
388       vprod01234567 = _mm_macc_epi16(vxi19x01234567, vxk19x01234567, vprod01234567);
389 
390       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
391       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
392 
393       const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
394       const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
395       const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
396       const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
397       i20 += 8;
398 
399 
400       vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
401 
402 
403       const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
404       const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
405       const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
406       const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
407       i21 += 8;
408 
409 
410       vprod01234567 = _mm_macc_epi16(vxi21x01234567, vxk21x01234567, vprod01234567);
411 
412       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
413       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
414 
415       const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
416       const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
417       const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
418       const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
419       i22 += 8;
420 
421 
422       vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
423 
424 
425       const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
426       const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
427       const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
428       const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
429       i23 += 8;
430 
431 
432       vprod01234567 = _mm_macc_epi16(vxi23x01234567, vxk23x01234567, vprod01234567);
433 
434       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
435       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
436 
437       const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
438       const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
439       const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
440       const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
441       i24 += 8;
442 
443 
444       vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
445 
446       vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
447       vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
448 
449       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
450 
451       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
452       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
453 
454       const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
455       const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
456       w = (const void*) ((const float*) w + 8);
457       vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
458       vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
459 
460       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point);
461       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
462       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
463 
464       vacc0123 = _mm_cvtps_epi32(vscaled0123);
465       vacc4567 = _mm_cvtps_epi32(vscaled4567);
466 
467       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
468       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
469 
470 
471       __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
472 
473       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse4.output_min);
474       vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
475 
476       _mm_storel_epi64((__m128i*) output, vout0123456701234567);
477       output += 8;
478     }
479     if XNN_UNLIKELY(c != 0) {
480       {
481         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
482         __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
483 
484 
485         const __m128i vi0x01234567 = _mm_loadl_epi64((const __m128i*) i0);
486         const __m128i vxi0x01234567 = _mm_cvtepi8_epi16(vi0x01234567);
487         const __m128i vk0x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
488         const __m128i vxk0x01234567 = _mm_cvtepi8_epi16(vk0x01234567);
489 
490 
491         __m128i vprod01234567 = _mm_mullo_epi16(vxi0x01234567, vxk0x01234567);
492 
493 
494         const __m128i vi1x01234567 = _mm_loadl_epi64((const __m128i*) i1);
495         const __m128i vxi1x01234567 = _mm_cvtepi8_epi16(vi1x01234567);
496         const __m128i vk1x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
497         const __m128i vxk1x01234567 = _mm_cvtepi8_epi16(vk1x01234567);
498 
499 
500         vprod01234567 = _mm_macc_epi16(vxi1x01234567, vxk1x01234567, vprod01234567);
501 
502         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
503         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
504 
505         const __m128i vi2x01234567 = _mm_loadl_epi64((const __m128i*) i2);
506         const __m128i vxi2x01234567 = _mm_cvtepi8_epi16(vi2x01234567);
507         const __m128i vk2x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
508         const __m128i vxk2x01234567 = _mm_cvtepi8_epi16(vk2x01234567);
509 
510 
511         vprod01234567 = _mm_mullo_epi16(vxi2x01234567, vxk2x01234567);
512 
513 
514         const __m128i vi3x01234567 = _mm_loadl_epi64((const __m128i*) i3);
515         const __m128i vxi3x01234567 = _mm_cvtepi8_epi16(vi3x01234567);
516         const __m128i vk3x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
517         const __m128i vxk3x01234567 = _mm_cvtepi8_epi16(vk3x01234567);
518 
519 
520         vprod01234567 = _mm_macc_epi16(vxi3x01234567, vxk3x01234567, vprod01234567);
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 vi4x01234567 = _mm_loadl_epi64((const __m128i*) i4);
526         const __m128i vxi4x01234567 = _mm_cvtepi8_epi16(vi4x01234567);
527         const __m128i vk4x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
528         const __m128i vxk4x01234567 = _mm_cvtepi8_epi16(vk4x01234567);
529 
530 
531         vprod01234567 = _mm_mullo_epi16(vxi4x01234567, vxk4x01234567);
532 
533 
534         const __m128i vi5x01234567 = _mm_loadl_epi64((const __m128i*) i5);
535         const __m128i vxi5x01234567 = _mm_cvtepi8_epi16(vi5x01234567);
536         const __m128i vk5x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
537         const __m128i vxk5x01234567 = _mm_cvtepi8_epi16(vk5x01234567);
538 
539 
540         vprod01234567 = _mm_macc_epi16(vxi5x01234567, vxk5x01234567, vprod01234567);
541 
542         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
543         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
544 
545         const __m128i vi6x01234567 = _mm_loadl_epi64((const __m128i*) i6);
546         const __m128i vxi6x01234567 = _mm_cvtepi8_epi16(vi6x01234567);
547         const __m128i vk6x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
548         const __m128i vxk6x01234567 = _mm_cvtepi8_epi16(vk6x01234567);
549 
550 
551         vprod01234567 = _mm_mullo_epi16(vxi6x01234567, vxk6x01234567);
552 
553 
554         const __m128i vi7x01234567 = _mm_loadl_epi64((const __m128i*) i7);
555         const __m128i vxi7x01234567 = _mm_cvtepi8_epi16(vi7x01234567);
556         const __m128i vk7x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
557         const __m128i vxk7x01234567 = _mm_cvtepi8_epi16(vk7x01234567);
558 
559 
560         vprod01234567 = _mm_macc_epi16(vxi7x01234567, vxk7x01234567, vprod01234567);
561 
562         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
563         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
564 
565         const __m128i vi8x01234567 = _mm_loadl_epi64((const __m128i*) i8);
566         const __m128i vxi8x01234567 = _mm_cvtepi8_epi16(vi8x01234567);
567         const __m128i vk8x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
568         const __m128i vxk8x01234567 = _mm_cvtepi8_epi16(vk8x01234567);
569 
570 
571         vprod01234567 = _mm_mullo_epi16(vxi8x01234567, vxk8x01234567);
572 
573 
574         const __m128i vi9x01234567 = _mm_loadl_epi64((const __m128i*) i9);
575         const __m128i vxi9x01234567 = _mm_cvtepi8_epi16(vi9x01234567);
576         const __m128i vk9x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
577         const __m128i vxk9x01234567 = _mm_cvtepi8_epi16(vk9x01234567);
578 
579 
580         vprod01234567 = _mm_macc_epi16(vxi9x01234567, vxk9x01234567, vprod01234567);
581 
582         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
583         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
584 
585         const __m128i vi10x01234567 = _mm_loadl_epi64((const __m128i*) i10);
586         const __m128i vxi10x01234567 = _mm_cvtepi8_epi16(vi10x01234567);
587         const __m128i vk10x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
588         const __m128i vxk10x01234567 = _mm_cvtepi8_epi16(vk10x01234567);
589 
590 
591         vprod01234567 = _mm_mullo_epi16(vxi10x01234567, vxk10x01234567);
592 
593 
594         const __m128i vi11x01234567 = _mm_loadl_epi64((const __m128i*) i11);
595         const __m128i vxi11x01234567 = _mm_cvtepi8_epi16(vi11x01234567);
596         const __m128i vk11x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
597         const __m128i vxk11x01234567 = _mm_cvtepi8_epi16(vk11x01234567);
598 
599 
600         vprod01234567 = _mm_macc_epi16(vxi11x01234567, vxk11x01234567, vprod01234567);
601 
602         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
603         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
604 
605         const __m128i vi12x01234567 = _mm_loadl_epi64((const __m128i*) i12);
606         const __m128i vxi12x01234567 = _mm_cvtepi8_epi16(vi12x01234567);
607         const __m128i vk12x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
608         const __m128i vxk12x01234567 = _mm_cvtepi8_epi16(vk12x01234567);
609 
610 
611         vprod01234567 = _mm_mullo_epi16(vxi12x01234567, vxk12x01234567);
612 
613 
614         const __m128i vi13x01234567 = _mm_loadl_epi64((const __m128i*) i13);
615         const __m128i vxi13x01234567 = _mm_cvtepi8_epi16(vi13x01234567);
616         const __m128i vk13x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
617         const __m128i vxk13x01234567 = _mm_cvtepi8_epi16(vk13x01234567);
618 
619 
620         vprod01234567 = _mm_macc_epi16(vxi13x01234567, vxk13x01234567, vprod01234567);
621 
622         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
623         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
624 
625         const __m128i vi14x01234567 = _mm_loadl_epi64((const __m128i*) i14);
626         const __m128i vxi14x01234567 = _mm_cvtepi8_epi16(vi14x01234567);
627         const __m128i vk14x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
628         const __m128i vxk14x01234567 = _mm_cvtepi8_epi16(vk14x01234567);
629 
630 
631         vprod01234567 = _mm_mullo_epi16(vxi14x01234567, vxk14x01234567);
632 
633 
634         const __m128i vi15x01234567 = _mm_loadl_epi64((const __m128i*) i15);
635         const __m128i vxi15x01234567 = _mm_cvtepi8_epi16(vi15x01234567);
636         const __m128i vk15x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
637         const __m128i vxk15x01234567 = _mm_cvtepi8_epi16(vk15x01234567);
638 
639 
640         vprod01234567 = _mm_macc_epi16(vxi15x01234567, vxk15x01234567, vprod01234567);
641 
642         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
643         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
644 
645         const __m128i vi16x01234567 = _mm_loadl_epi64((const __m128i*) i16);
646         const __m128i vxi16x01234567 = _mm_cvtepi8_epi16(vi16x01234567);
647         const __m128i vk16x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
648         const __m128i vxk16x01234567 = _mm_cvtepi8_epi16(vk16x01234567);
649 
650 
651         vprod01234567 = _mm_mullo_epi16(vxi16x01234567, vxk16x01234567);
652 
653 
654         const __m128i vi17x01234567 = _mm_loadl_epi64((const __m128i*) i17);
655         const __m128i vxi17x01234567 = _mm_cvtepi8_epi16(vi17x01234567);
656         const __m128i vk17x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
657         const __m128i vxk17x01234567 = _mm_cvtepi8_epi16(vk17x01234567);
658 
659 
660         vprod01234567 = _mm_macc_epi16(vxi17x01234567, vxk17x01234567, vprod01234567);
661 
662         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
663         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
664 
665         const __m128i vi18x01234567 = _mm_loadl_epi64((const __m128i*) i18);
666         const __m128i vxi18x01234567 = _mm_cvtepi8_epi16(vi18x01234567);
667         const __m128i vk18x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
668         const __m128i vxk18x01234567 = _mm_cvtepi8_epi16(vk18x01234567);
669 
670 
671         vprod01234567 = _mm_mullo_epi16(vxi18x01234567, vxk18x01234567);
672 
673 
674         const __m128i vi19x01234567 = _mm_loadl_epi64((const __m128i*) i19);
675         const __m128i vxi19x01234567 = _mm_cvtepi8_epi16(vi19x01234567);
676         const __m128i vk19x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
677         const __m128i vxk19x01234567 = _mm_cvtepi8_epi16(vk19x01234567);
678 
679 
680         vprod01234567 = _mm_macc_epi16(vxi19x01234567, vxk19x01234567, vprod01234567);
681 
682         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
683         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
684 
685         const __m128i vi20x01234567 = _mm_loadl_epi64((const __m128i*) i20);
686         const __m128i vxi20x01234567 = _mm_cvtepi8_epi16(vi20x01234567);
687         const __m128i vk20x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
688         const __m128i vxk20x01234567 = _mm_cvtepi8_epi16(vk20x01234567);
689 
690 
691         vprod01234567 = _mm_mullo_epi16(vxi20x01234567, vxk20x01234567);
692 
693 
694         const __m128i vi21x01234567 = _mm_loadl_epi64((const __m128i*) i21);
695         const __m128i vxi21x01234567 = _mm_cvtepi8_epi16(vi21x01234567);
696         const __m128i vk21x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
697         const __m128i vxk21x01234567 = _mm_cvtepi8_epi16(vk21x01234567);
698 
699 
700         vprod01234567 = _mm_macc_epi16(vxi21x01234567, vxk21x01234567, vprod01234567);
701 
702         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
703         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
704 
705         const __m128i vi22x01234567 = _mm_loadl_epi64((const __m128i*) i22);
706         const __m128i vxi22x01234567 = _mm_cvtepi8_epi16(vi22x01234567);
707         const __m128i vk22x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
708         const __m128i vxk22x01234567 = _mm_cvtepi8_epi16(vk22x01234567);
709 
710 
711         vprod01234567 = _mm_mullo_epi16(vxi22x01234567, vxk22x01234567);
712 
713 
714         const __m128i vi23x01234567 = _mm_loadl_epi64((const __m128i*) i23);
715         const __m128i vxi23x01234567 = _mm_cvtepi8_epi16(vi23x01234567);
716         const __m128i vk23x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
717         const __m128i vxk23x01234567 = _mm_cvtepi8_epi16(vk23x01234567);
718 
719 
720         vprod01234567 = _mm_macc_epi16(vxi23x01234567, vxk23x01234567, vprod01234567);
721 
722         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
723         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
724 
725         const __m128i vi24x01234567 = _mm_loadl_epi64((const __m128i*) i24);
726         const __m128i vxi24x01234567 = _mm_cvtepi8_epi16(vi24x01234567);
727         const __m128i vk24x01234567 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
728         const __m128i vxk24x01234567 = _mm_cvtepi8_epi16(vk24x01234567);
729 
730 
731         vprod01234567 = _mm_mullo_epi16(vxi24x01234567, vxk24x01234567);
732 
733         vacc0123 = _mm_add_epi32(vacc0123, _mm_cvtepi16_epi32(vprod01234567));
734         vacc4567 = _mm_add_epi32(vacc4567, _mm_srai_epi32(_mm_unpackhi_epi16(vprod01234567, vprod01234567), 16));
735 
736 
737         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
738         __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
739 
740         const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)));
741         const __m128 vscale4567 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float)));
742         vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
743         vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
744 
745         const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point);
746         vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
747         vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
748 
749         vacc0123 = _mm_cvtps_epi32(vscaled0123);
750         vacc4567 = _mm_cvtps_epi32(vscaled4567);
751 
752 
753         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
754         __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
755 
756 
757         __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
758 
759         vout0123456701234567 = _mm_max_epi8(vout0123456701234567, _mm_load_si128((const __m128i*) params->fp32_sse4.output_min));
760 
761         if (c & 4) {
762           unaligned_store_u32(output, (uint32_t) _mm_cvtsi128_si32(vout0123456701234567));
763           vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32);
764           output += 4;
765         }
766         if (c & 2) {
767           unaligned_store_u16(output, (uint16_t) _mm_extract_epi16(vout0123456701234567, 0));
768           vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16);
769           output += 2;
770         }
771         if (c & 1) {
772           *output = (int8_t) _mm_extract_epi8(vout0123456701234567, 0);
773           output += 1;
774         }
775       }
776     }
777 
778     output = (int8_t*) ((uintptr_t) output + output_increment);
779   } while (--output_width != 0);
780 }
781