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1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-dwconv/unipass-sse-mul32.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/intrinsics-polyfill.h>
21 
22 
xnn_qc8_dwconv_minmax_fp32_ukernel_up24x25__xop_mul32(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)])23 void xnn_qc8_dwconv_minmax_fp32_ukernel_up24x25__xop_mul32(
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_qs8_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 >= 24; c -= 24) {
169       __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
170       __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
171       __m128i vacc89AB = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 8));
172       __m128i vaccCDEF = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 12));
173       __m128i vaccGHIJ = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 16));
174       __m128i vaccKLMN = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 20));
175 
176 
177       const __m128i vi0x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i0));
178       const __m128i vk0x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 0 * sizeof(int8_t))));
179       const __m128i vi0x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i0 + 4));
180       const __m128i vk0x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 4 * sizeof(int8_t))));
181       const __m128i vi0x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i0 + 8));
182       const __m128i vk0x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 8 * sizeof(int8_t))));
183       const __m128i vi0xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i0 + 12));
184       const __m128i vk0xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 12 * sizeof(int8_t))));
185       const __m128i vi0xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i0 + 16));
186       const __m128i vk0xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 16 * sizeof(int8_t))));
187       const __m128i vi0xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i0 + 20));
188       const __m128i vk0xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 20 * sizeof(int8_t))));
189       i0 += 24;
190 
191       vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123);
192       vacc4567 = _mm_macc_epi32(vi0x4567, vk0x4567, vacc4567);
193       vacc89AB = _mm_macc_epi32(vi0x89AB, vk0x89AB, vacc89AB);
194       vaccCDEF = _mm_macc_epi32(vi0xCDEF, vk0xCDEF, vaccCDEF);
195       vaccGHIJ = _mm_macc_epi32(vi0xGHIJ, vk0xGHIJ, vaccGHIJ);
196       vaccKLMN = _mm_macc_epi32(vi0xKLMN, vk0xKLMN, vaccKLMN);
197 
198       const __m128i vi1x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i1));
199       const __m128i vk1x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 24 * sizeof(int8_t))));
200       const __m128i vi1x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i1 + 4));
201       const __m128i vk1x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 28 * sizeof(int8_t))));
202       const __m128i vi1x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i1 + 8));
203       const __m128i vk1x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 32 * sizeof(int8_t))));
204       const __m128i vi1xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i1 + 12));
205       const __m128i vk1xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 36 * sizeof(int8_t))));
206       const __m128i vi1xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i1 + 16));
207       const __m128i vk1xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 40 * sizeof(int8_t))));
208       const __m128i vi1xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i1 + 20));
209       const __m128i vk1xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 44 * sizeof(int8_t))));
210       i1 += 24;
211 
212       vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123);
213       vacc4567 = _mm_macc_epi32(vi1x4567, vk1x4567, vacc4567);
214       vacc89AB = _mm_macc_epi32(vi1x89AB, vk1x89AB, vacc89AB);
215       vaccCDEF = _mm_macc_epi32(vi1xCDEF, vk1xCDEF, vaccCDEF);
216       vaccGHIJ = _mm_macc_epi32(vi1xGHIJ, vk1xGHIJ, vaccGHIJ);
217       vaccKLMN = _mm_macc_epi32(vi1xKLMN, vk1xKLMN, vaccKLMN);
218 
219       const __m128i vi2x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i2));
220       const __m128i vk2x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 48 * sizeof(int8_t))));
221       const __m128i vi2x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i2 + 4));
222       const __m128i vk2x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 52 * sizeof(int8_t))));
223       const __m128i vi2x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i2 + 8));
224       const __m128i vk2x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 56 * sizeof(int8_t))));
225       const __m128i vi2xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i2 + 12));
226       const __m128i vk2xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 60 * sizeof(int8_t))));
227       const __m128i vi2xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i2 + 16));
228       const __m128i vk2xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 64 * sizeof(int8_t))));
229       const __m128i vi2xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i2 + 20));
230       const __m128i vk2xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 68 * sizeof(int8_t))));
231       i2 += 24;
232 
233       vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123);
234       vacc4567 = _mm_macc_epi32(vi2x4567, vk2x4567, vacc4567);
235       vacc89AB = _mm_macc_epi32(vi2x89AB, vk2x89AB, vacc89AB);
236       vaccCDEF = _mm_macc_epi32(vi2xCDEF, vk2xCDEF, vaccCDEF);
237       vaccGHIJ = _mm_macc_epi32(vi2xGHIJ, vk2xGHIJ, vaccGHIJ);
238       vaccKLMN = _mm_macc_epi32(vi2xKLMN, vk2xKLMN, vaccKLMN);
239 
240       const __m128i vi3x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i3));
241       const __m128i vk3x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 72 * sizeof(int8_t))));
242       const __m128i vi3x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i3 + 4));
243       const __m128i vk3x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 76 * sizeof(int8_t))));
244       const __m128i vi3x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i3 + 8));
245       const __m128i vk3x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 80 * sizeof(int8_t))));
246       const __m128i vi3xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i3 + 12));
247       const __m128i vk3xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 84 * sizeof(int8_t))));
248       const __m128i vi3xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i3 + 16));
249       const __m128i vk3xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 88 * sizeof(int8_t))));
250       const __m128i vi3xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i3 + 20));
251       const __m128i vk3xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 92 * sizeof(int8_t))));
252       i3 += 24;
253 
254       vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123);
255       vacc4567 = _mm_macc_epi32(vi3x4567, vk3x4567, vacc4567);
256       vacc89AB = _mm_macc_epi32(vi3x89AB, vk3x89AB, vacc89AB);
257       vaccCDEF = _mm_macc_epi32(vi3xCDEF, vk3xCDEF, vaccCDEF);
258       vaccGHIJ = _mm_macc_epi32(vi3xGHIJ, vk3xGHIJ, vaccGHIJ);
259       vaccKLMN = _mm_macc_epi32(vi3xKLMN, vk3xKLMN, vaccKLMN);
260 
261       const __m128i vi4x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i4));
262       const __m128i vk4x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 96 * sizeof(int8_t))));
263       const __m128i vi4x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i4 + 4));
264       const __m128i vk4x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 100 * sizeof(int8_t))));
265       const __m128i vi4x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i4 + 8));
266       const __m128i vk4x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 104 * sizeof(int8_t))));
267       const __m128i vi4xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i4 + 12));
268       const __m128i vk4xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 108 * sizeof(int8_t))));
269       const __m128i vi4xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i4 + 16));
270       const __m128i vk4xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 112 * sizeof(int8_t))));
271       const __m128i vi4xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i4 + 20));
272       const __m128i vk4xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 116 * sizeof(int8_t))));
273       i4 += 24;
274 
275       vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123);
276       vacc4567 = _mm_macc_epi32(vi4x4567, vk4x4567, vacc4567);
277       vacc89AB = _mm_macc_epi32(vi4x89AB, vk4x89AB, vacc89AB);
278       vaccCDEF = _mm_macc_epi32(vi4xCDEF, vk4xCDEF, vaccCDEF);
279       vaccGHIJ = _mm_macc_epi32(vi4xGHIJ, vk4xGHIJ, vaccGHIJ);
280       vaccKLMN = _mm_macc_epi32(vi4xKLMN, vk4xKLMN, vaccKLMN);
281 
282       const __m128i vi5x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i5));
283       const __m128i vk5x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 120 * sizeof(int8_t))));
284       const __m128i vi5x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i5 + 4));
285       const __m128i vk5x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 124 * sizeof(int8_t))));
286       const __m128i vi5x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i5 + 8));
287       const __m128i vk5x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 128 * sizeof(int8_t))));
288       const __m128i vi5xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i5 + 12));
289       const __m128i vk5xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 132 * sizeof(int8_t))));
290       const __m128i vi5xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i5 + 16));
291       const __m128i vk5xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 136 * sizeof(int8_t))));
292       const __m128i vi5xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i5 + 20));
293       const __m128i vk5xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 140 * sizeof(int8_t))));
294       i5 += 24;
295 
296       vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123);
297       vacc4567 = _mm_macc_epi32(vi5x4567, vk5x4567, vacc4567);
298       vacc89AB = _mm_macc_epi32(vi5x89AB, vk5x89AB, vacc89AB);
299       vaccCDEF = _mm_macc_epi32(vi5xCDEF, vk5xCDEF, vaccCDEF);
300       vaccGHIJ = _mm_macc_epi32(vi5xGHIJ, vk5xGHIJ, vaccGHIJ);
301       vaccKLMN = _mm_macc_epi32(vi5xKLMN, vk5xKLMN, vaccKLMN);
302 
303       const __m128i vi6x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i6));
304       const __m128i vk6x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 144 * sizeof(int8_t))));
305       const __m128i vi6x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i6 + 4));
306       const __m128i vk6x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 148 * sizeof(int8_t))));
307       const __m128i vi6x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i6 + 8));
308       const __m128i vk6x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 152 * sizeof(int8_t))));
309       const __m128i vi6xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i6 + 12));
310       const __m128i vk6xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 156 * sizeof(int8_t))));
311       const __m128i vi6xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i6 + 16));
312       const __m128i vk6xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 160 * sizeof(int8_t))));
313       const __m128i vi6xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i6 + 20));
314       const __m128i vk6xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 164 * sizeof(int8_t))));
315       i6 += 24;
316 
317       vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123);
318       vacc4567 = _mm_macc_epi32(vi6x4567, vk6x4567, vacc4567);
319       vacc89AB = _mm_macc_epi32(vi6x89AB, vk6x89AB, vacc89AB);
320       vaccCDEF = _mm_macc_epi32(vi6xCDEF, vk6xCDEF, vaccCDEF);
321       vaccGHIJ = _mm_macc_epi32(vi6xGHIJ, vk6xGHIJ, vaccGHIJ);
322       vaccKLMN = _mm_macc_epi32(vi6xKLMN, vk6xKLMN, vaccKLMN);
323 
324       const __m128i vi7x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i7));
325       const __m128i vk7x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 168 * sizeof(int8_t))));
326       const __m128i vi7x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i7 + 4));
327       const __m128i vk7x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 172 * sizeof(int8_t))));
328       const __m128i vi7x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i7 + 8));
329       const __m128i vk7x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 176 * sizeof(int8_t))));
330       const __m128i vi7xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i7 + 12));
331       const __m128i vk7xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 180 * sizeof(int8_t))));
332       const __m128i vi7xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i7 + 16));
333       const __m128i vk7xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 184 * sizeof(int8_t))));
334       const __m128i vi7xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i7 + 20));
335       const __m128i vk7xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 188 * sizeof(int8_t))));
336       i7 += 24;
337 
338       vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123);
339       vacc4567 = _mm_macc_epi32(vi7x4567, vk7x4567, vacc4567);
340       vacc89AB = _mm_macc_epi32(vi7x89AB, vk7x89AB, vacc89AB);
341       vaccCDEF = _mm_macc_epi32(vi7xCDEF, vk7xCDEF, vaccCDEF);
342       vaccGHIJ = _mm_macc_epi32(vi7xGHIJ, vk7xGHIJ, vaccGHIJ);
343       vaccKLMN = _mm_macc_epi32(vi7xKLMN, vk7xKLMN, vaccKLMN);
344 
345       const __m128i vi8x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i8));
346       const __m128i vk8x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 192 * sizeof(int8_t))));
347       const __m128i vi8x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i8 + 4));
348       const __m128i vk8x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 196 * sizeof(int8_t))));
349       const __m128i vi8x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i8 + 8));
350       const __m128i vk8x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 200 * sizeof(int8_t))));
351       const __m128i vi8xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i8 + 12));
352       const __m128i vk8xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 204 * sizeof(int8_t))));
353       const __m128i vi8xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i8 + 16));
354       const __m128i vk8xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 208 * sizeof(int8_t))));
355       const __m128i vi8xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i8 + 20));
356       const __m128i vk8xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 212 * sizeof(int8_t))));
357       i8 += 24;
358 
359       vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123);
360       vacc4567 = _mm_macc_epi32(vi8x4567, vk8x4567, vacc4567);
361       vacc89AB = _mm_macc_epi32(vi8x89AB, vk8x89AB, vacc89AB);
362       vaccCDEF = _mm_macc_epi32(vi8xCDEF, vk8xCDEF, vaccCDEF);
363       vaccGHIJ = _mm_macc_epi32(vi8xGHIJ, vk8xGHIJ, vaccGHIJ);
364       vaccKLMN = _mm_macc_epi32(vi8xKLMN, vk8xKLMN, vaccKLMN);
365 
366       const __m128i vi9x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i9));
367       const __m128i vk9x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 216 * sizeof(int8_t))));
368       const __m128i vi9x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i9 + 4));
369       const __m128i vk9x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 220 * sizeof(int8_t))));
370       const __m128i vi9x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i9 + 8));
371       const __m128i vk9x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 224 * sizeof(int8_t))));
372       const __m128i vi9xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i9 + 12));
373       const __m128i vk9xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 228 * sizeof(int8_t))));
374       const __m128i vi9xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i9 + 16));
375       const __m128i vk9xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 232 * sizeof(int8_t))));
376       const __m128i vi9xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i9 + 20));
377       const __m128i vk9xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 236 * sizeof(int8_t))));
378       i9 += 24;
379 
380       vacc0123 = _mm_macc_epi32(vi9x0123, vk9x0123, vacc0123);
381       vacc4567 = _mm_macc_epi32(vi9x4567, vk9x4567, vacc4567);
382       vacc89AB = _mm_macc_epi32(vi9x89AB, vk9x89AB, vacc89AB);
383       vaccCDEF = _mm_macc_epi32(vi9xCDEF, vk9xCDEF, vaccCDEF);
384       vaccGHIJ = _mm_macc_epi32(vi9xGHIJ, vk9xGHIJ, vaccGHIJ);
385       vaccKLMN = _mm_macc_epi32(vi9xKLMN, vk9xKLMN, vaccKLMN);
386 
387       const __m128i vi10x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i10));
388       const __m128i vk10x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 240 * sizeof(int8_t))));
389       const __m128i vi10x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i10 + 4));
390       const __m128i vk10x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 244 * sizeof(int8_t))));
391       const __m128i vi10x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i10 + 8));
392       const __m128i vk10x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 248 * sizeof(int8_t))));
393       const __m128i vi10xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i10 + 12));
394       const __m128i vk10xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 252 * sizeof(int8_t))));
395       const __m128i vi10xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i10 + 16));
396       const __m128i vk10xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 256 * sizeof(int8_t))));
397       const __m128i vi10xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i10 + 20));
398       const __m128i vk10xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 260 * sizeof(int8_t))));
399       i10 += 24;
400 
401       vacc0123 = _mm_macc_epi32(vi10x0123, vk10x0123, vacc0123);
402       vacc4567 = _mm_macc_epi32(vi10x4567, vk10x4567, vacc4567);
403       vacc89AB = _mm_macc_epi32(vi10x89AB, vk10x89AB, vacc89AB);
404       vaccCDEF = _mm_macc_epi32(vi10xCDEF, vk10xCDEF, vaccCDEF);
405       vaccGHIJ = _mm_macc_epi32(vi10xGHIJ, vk10xGHIJ, vaccGHIJ);
406       vaccKLMN = _mm_macc_epi32(vi10xKLMN, vk10xKLMN, vaccKLMN);
407 
408       const __m128i vi11x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i11));
409       const __m128i vk11x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 264 * sizeof(int8_t))));
410       const __m128i vi11x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i11 + 4));
411       const __m128i vk11x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 268 * sizeof(int8_t))));
412       const __m128i vi11x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i11 + 8));
413       const __m128i vk11x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 272 * sizeof(int8_t))));
414       const __m128i vi11xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i11 + 12));
415       const __m128i vk11xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 276 * sizeof(int8_t))));
416       const __m128i vi11xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i11 + 16));
417       const __m128i vk11xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 280 * sizeof(int8_t))));
418       const __m128i vi11xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i11 + 20));
419       const __m128i vk11xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 284 * sizeof(int8_t))));
420       i11 += 24;
421 
422       vacc0123 = _mm_macc_epi32(vi11x0123, vk11x0123, vacc0123);
423       vacc4567 = _mm_macc_epi32(vi11x4567, vk11x4567, vacc4567);
424       vacc89AB = _mm_macc_epi32(vi11x89AB, vk11x89AB, vacc89AB);
425       vaccCDEF = _mm_macc_epi32(vi11xCDEF, vk11xCDEF, vaccCDEF);
426       vaccGHIJ = _mm_macc_epi32(vi11xGHIJ, vk11xGHIJ, vaccGHIJ);
427       vaccKLMN = _mm_macc_epi32(vi11xKLMN, vk11xKLMN, vaccKLMN);
428 
429       const __m128i vi12x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i12));
430       const __m128i vk12x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 288 * sizeof(int8_t))));
431       const __m128i vi12x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i12 + 4));
432       const __m128i vk12x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 292 * sizeof(int8_t))));
433       const __m128i vi12x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i12 + 8));
434       const __m128i vk12x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 296 * sizeof(int8_t))));
435       const __m128i vi12xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i12 + 12));
436       const __m128i vk12xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 300 * sizeof(int8_t))));
437       const __m128i vi12xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i12 + 16));
438       const __m128i vk12xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 304 * sizeof(int8_t))));
439       const __m128i vi12xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i12 + 20));
440       const __m128i vk12xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 308 * sizeof(int8_t))));
441       i12 += 24;
442 
443       vacc0123 = _mm_macc_epi32(vi12x0123, vk12x0123, vacc0123);
444       vacc4567 = _mm_macc_epi32(vi12x4567, vk12x4567, vacc4567);
445       vacc89AB = _mm_macc_epi32(vi12x89AB, vk12x89AB, vacc89AB);
446       vaccCDEF = _mm_macc_epi32(vi12xCDEF, vk12xCDEF, vaccCDEF);
447       vaccGHIJ = _mm_macc_epi32(vi12xGHIJ, vk12xGHIJ, vaccGHIJ);
448       vaccKLMN = _mm_macc_epi32(vi12xKLMN, vk12xKLMN, vaccKLMN);
449 
450       const __m128i vi13x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i13));
451       const __m128i vk13x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 312 * sizeof(int8_t))));
452       const __m128i vi13x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i13 + 4));
453       const __m128i vk13x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 316 * sizeof(int8_t))));
454       const __m128i vi13x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i13 + 8));
455       const __m128i vk13x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 320 * sizeof(int8_t))));
456       const __m128i vi13xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i13 + 12));
457       const __m128i vk13xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 324 * sizeof(int8_t))));
458       const __m128i vi13xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i13 + 16));
459       const __m128i vk13xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 328 * sizeof(int8_t))));
460       const __m128i vi13xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i13 + 20));
461       const __m128i vk13xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 332 * sizeof(int8_t))));
462       i13 += 24;
463 
464       vacc0123 = _mm_macc_epi32(vi13x0123, vk13x0123, vacc0123);
465       vacc4567 = _mm_macc_epi32(vi13x4567, vk13x4567, vacc4567);
466       vacc89AB = _mm_macc_epi32(vi13x89AB, vk13x89AB, vacc89AB);
467       vaccCDEF = _mm_macc_epi32(vi13xCDEF, vk13xCDEF, vaccCDEF);
468       vaccGHIJ = _mm_macc_epi32(vi13xGHIJ, vk13xGHIJ, vaccGHIJ);
469       vaccKLMN = _mm_macc_epi32(vi13xKLMN, vk13xKLMN, vaccKLMN);
470 
471       const __m128i vi14x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i14));
472       const __m128i vk14x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 336 * sizeof(int8_t))));
473       const __m128i vi14x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i14 + 4));
474       const __m128i vk14x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 340 * sizeof(int8_t))));
475       const __m128i vi14x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i14 + 8));
476       const __m128i vk14x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 344 * sizeof(int8_t))));
477       const __m128i vi14xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i14 + 12));
478       const __m128i vk14xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 348 * sizeof(int8_t))));
479       const __m128i vi14xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i14 + 16));
480       const __m128i vk14xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 352 * sizeof(int8_t))));
481       const __m128i vi14xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i14 + 20));
482       const __m128i vk14xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 356 * sizeof(int8_t))));
483       i14 += 24;
484 
485       vacc0123 = _mm_macc_epi32(vi14x0123, vk14x0123, vacc0123);
486       vacc4567 = _mm_macc_epi32(vi14x4567, vk14x4567, vacc4567);
487       vacc89AB = _mm_macc_epi32(vi14x89AB, vk14x89AB, vacc89AB);
488       vaccCDEF = _mm_macc_epi32(vi14xCDEF, vk14xCDEF, vaccCDEF);
489       vaccGHIJ = _mm_macc_epi32(vi14xGHIJ, vk14xGHIJ, vaccGHIJ);
490       vaccKLMN = _mm_macc_epi32(vi14xKLMN, vk14xKLMN, vaccKLMN);
491 
492       const __m128i vi15x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i15));
493       const __m128i vk15x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 360 * sizeof(int8_t))));
494       const __m128i vi15x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i15 + 4));
495       const __m128i vk15x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 364 * sizeof(int8_t))));
496       const __m128i vi15x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i15 + 8));
497       const __m128i vk15x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 368 * sizeof(int8_t))));
498       const __m128i vi15xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i15 + 12));
499       const __m128i vk15xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 372 * sizeof(int8_t))));
500       const __m128i vi15xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i15 + 16));
501       const __m128i vk15xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 376 * sizeof(int8_t))));
502       const __m128i vi15xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i15 + 20));
503       const __m128i vk15xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 380 * sizeof(int8_t))));
504       i15 += 24;
505 
506       vacc0123 = _mm_macc_epi32(vi15x0123, vk15x0123, vacc0123);
507       vacc4567 = _mm_macc_epi32(vi15x4567, vk15x4567, vacc4567);
508       vacc89AB = _mm_macc_epi32(vi15x89AB, vk15x89AB, vacc89AB);
509       vaccCDEF = _mm_macc_epi32(vi15xCDEF, vk15xCDEF, vaccCDEF);
510       vaccGHIJ = _mm_macc_epi32(vi15xGHIJ, vk15xGHIJ, vaccGHIJ);
511       vaccKLMN = _mm_macc_epi32(vi15xKLMN, vk15xKLMN, vaccKLMN);
512 
513       const __m128i vi16x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i16));
514       const __m128i vk16x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 384 * sizeof(int8_t))));
515       const __m128i vi16x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i16 + 4));
516       const __m128i vk16x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 388 * sizeof(int8_t))));
517       const __m128i vi16x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i16 + 8));
518       const __m128i vk16x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 392 * sizeof(int8_t))));
519       const __m128i vi16xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i16 + 12));
520       const __m128i vk16xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 396 * sizeof(int8_t))));
521       const __m128i vi16xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i16 + 16));
522       const __m128i vk16xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 400 * sizeof(int8_t))));
523       const __m128i vi16xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i16 + 20));
524       const __m128i vk16xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 404 * sizeof(int8_t))));
525       i16 += 24;
526 
527       vacc0123 = _mm_macc_epi32(vi16x0123, vk16x0123, vacc0123);
528       vacc4567 = _mm_macc_epi32(vi16x4567, vk16x4567, vacc4567);
529       vacc89AB = _mm_macc_epi32(vi16x89AB, vk16x89AB, vacc89AB);
530       vaccCDEF = _mm_macc_epi32(vi16xCDEF, vk16xCDEF, vaccCDEF);
531       vaccGHIJ = _mm_macc_epi32(vi16xGHIJ, vk16xGHIJ, vaccGHIJ);
532       vaccKLMN = _mm_macc_epi32(vi16xKLMN, vk16xKLMN, vaccKLMN);
533 
534       const __m128i vi17x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i17));
535       const __m128i vk17x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 408 * sizeof(int8_t))));
536       const __m128i vi17x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i17 + 4));
537       const __m128i vk17x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 412 * sizeof(int8_t))));
538       const __m128i vi17x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i17 + 8));
539       const __m128i vk17x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 416 * sizeof(int8_t))));
540       const __m128i vi17xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i17 + 12));
541       const __m128i vk17xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 420 * sizeof(int8_t))));
542       const __m128i vi17xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i17 + 16));
543       const __m128i vk17xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 424 * sizeof(int8_t))));
544       const __m128i vi17xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i17 + 20));
545       const __m128i vk17xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 428 * sizeof(int8_t))));
546       i17 += 24;
547 
548       vacc0123 = _mm_macc_epi32(vi17x0123, vk17x0123, vacc0123);
549       vacc4567 = _mm_macc_epi32(vi17x4567, vk17x4567, vacc4567);
550       vacc89AB = _mm_macc_epi32(vi17x89AB, vk17x89AB, vacc89AB);
551       vaccCDEF = _mm_macc_epi32(vi17xCDEF, vk17xCDEF, vaccCDEF);
552       vaccGHIJ = _mm_macc_epi32(vi17xGHIJ, vk17xGHIJ, vaccGHIJ);
553       vaccKLMN = _mm_macc_epi32(vi17xKLMN, vk17xKLMN, vaccKLMN);
554 
555       const __m128i vi18x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i18));
556       const __m128i vk18x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 432 * sizeof(int8_t))));
557       const __m128i vi18x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i18 + 4));
558       const __m128i vk18x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 436 * sizeof(int8_t))));
559       const __m128i vi18x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i18 + 8));
560       const __m128i vk18x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 440 * sizeof(int8_t))));
561       const __m128i vi18xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i18 + 12));
562       const __m128i vk18xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 444 * sizeof(int8_t))));
563       const __m128i vi18xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i18 + 16));
564       const __m128i vk18xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 448 * sizeof(int8_t))));
565       const __m128i vi18xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i18 + 20));
566       const __m128i vk18xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 452 * sizeof(int8_t))));
567       i18 += 24;
568 
569       vacc0123 = _mm_macc_epi32(vi18x0123, vk18x0123, vacc0123);
570       vacc4567 = _mm_macc_epi32(vi18x4567, vk18x4567, vacc4567);
571       vacc89AB = _mm_macc_epi32(vi18x89AB, vk18x89AB, vacc89AB);
572       vaccCDEF = _mm_macc_epi32(vi18xCDEF, vk18xCDEF, vaccCDEF);
573       vaccGHIJ = _mm_macc_epi32(vi18xGHIJ, vk18xGHIJ, vaccGHIJ);
574       vaccKLMN = _mm_macc_epi32(vi18xKLMN, vk18xKLMN, vaccKLMN);
575 
576       const __m128i vi19x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i19));
577       const __m128i vk19x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 456 * sizeof(int8_t))));
578       const __m128i vi19x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i19 + 4));
579       const __m128i vk19x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 460 * sizeof(int8_t))));
580       const __m128i vi19x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i19 + 8));
581       const __m128i vk19x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 464 * sizeof(int8_t))));
582       const __m128i vi19xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i19 + 12));
583       const __m128i vk19xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 468 * sizeof(int8_t))));
584       const __m128i vi19xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i19 + 16));
585       const __m128i vk19xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 472 * sizeof(int8_t))));
586       const __m128i vi19xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i19 + 20));
587       const __m128i vk19xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 476 * sizeof(int8_t))));
588       i19 += 24;
589 
590       vacc0123 = _mm_macc_epi32(vi19x0123, vk19x0123, vacc0123);
591       vacc4567 = _mm_macc_epi32(vi19x4567, vk19x4567, vacc4567);
592       vacc89AB = _mm_macc_epi32(vi19x89AB, vk19x89AB, vacc89AB);
593       vaccCDEF = _mm_macc_epi32(vi19xCDEF, vk19xCDEF, vaccCDEF);
594       vaccGHIJ = _mm_macc_epi32(vi19xGHIJ, vk19xGHIJ, vaccGHIJ);
595       vaccKLMN = _mm_macc_epi32(vi19xKLMN, vk19xKLMN, vaccKLMN);
596 
597       const __m128i vi20x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i20));
598       const __m128i vk20x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 480 * sizeof(int8_t))));
599       const __m128i vi20x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i20 + 4));
600       const __m128i vk20x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 484 * sizeof(int8_t))));
601       const __m128i vi20x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i20 + 8));
602       const __m128i vk20x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 488 * sizeof(int8_t))));
603       const __m128i vi20xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i20 + 12));
604       const __m128i vk20xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 492 * sizeof(int8_t))));
605       const __m128i vi20xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i20 + 16));
606       const __m128i vk20xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 496 * sizeof(int8_t))));
607       const __m128i vi20xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i20 + 20));
608       const __m128i vk20xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 500 * sizeof(int8_t))));
609       i20 += 24;
610 
611       vacc0123 = _mm_macc_epi32(vi20x0123, vk20x0123, vacc0123);
612       vacc4567 = _mm_macc_epi32(vi20x4567, vk20x4567, vacc4567);
613       vacc89AB = _mm_macc_epi32(vi20x89AB, vk20x89AB, vacc89AB);
614       vaccCDEF = _mm_macc_epi32(vi20xCDEF, vk20xCDEF, vaccCDEF);
615       vaccGHIJ = _mm_macc_epi32(vi20xGHIJ, vk20xGHIJ, vaccGHIJ);
616       vaccKLMN = _mm_macc_epi32(vi20xKLMN, vk20xKLMN, vaccKLMN);
617 
618       const __m128i vi21x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i21));
619       const __m128i vk21x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 504 * sizeof(int8_t))));
620       const __m128i vi21x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i21 + 4));
621       const __m128i vk21x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 508 * sizeof(int8_t))));
622       const __m128i vi21x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i21 + 8));
623       const __m128i vk21x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 512 * sizeof(int8_t))));
624       const __m128i vi21xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i21 + 12));
625       const __m128i vk21xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 516 * sizeof(int8_t))));
626       const __m128i vi21xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i21 + 16));
627       const __m128i vk21xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 520 * sizeof(int8_t))));
628       const __m128i vi21xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i21 + 20));
629       const __m128i vk21xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 524 * sizeof(int8_t))));
630       i21 += 24;
631 
632       vacc0123 = _mm_macc_epi32(vi21x0123, vk21x0123, vacc0123);
633       vacc4567 = _mm_macc_epi32(vi21x4567, vk21x4567, vacc4567);
634       vacc89AB = _mm_macc_epi32(vi21x89AB, vk21x89AB, vacc89AB);
635       vaccCDEF = _mm_macc_epi32(vi21xCDEF, vk21xCDEF, vaccCDEF);
636       vaccGHIJ = _mm_macc_epi32(vi21xGHIJ, vk21xGHIJ, vaccGHIJ);
637       vaccKLMN = _mm_macc_epi32(vi21xKLMN, vk21xKLMN, vaccKLMN);
638 
639       const __m128i vi22x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i22));
640       const __m128i vk22x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 528 * sizeof(int8_t))));
641       const __m128i vi22x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i22 + 4));
642       const __m128i vk22x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 532 * sizeof(int8_t))));
643       const __m128i vi22x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i22 + 8));
644       const __m128i vk22x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 536 * sizeof(int8_t))));
645       const __m128i vi22xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i22 + 12));
646       const __m128i vk22xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 540 * sizeof(int8_t))));
647       const __m128i vi22xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i22 + 16));
648       const __m128i vk22xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 544 * sizeof(int8_t))));
649       const __m128i vi22xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i22 + 20));
650       const __m128i vk22xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 548 * sizeof(int8_t))));
651       i22 += 24;
652 
653       vacc0123 = _mm_macc_epi32(vi22x0123, vk22x0123, vacc0123);
654       vacc4567 = _mm_macc_epi32(vi22x4567, vk22x4567, vacc4567);
655       vacc89AB = _mm_macc_epi32(vi22x89AB, vk22x89AB, vacc89AB);
656       vaccCDEF = _mm_macc_epi32(vi22xCDEF, vk22xCDEF, vaccCDEF);
657       vaccGHIJ = _mm_macc_epi32(vi22xGHIJ, vk22xGHIJ, vaccGHIJ);
658       vaccKLMN = _mm_macc_epi32(vi22xKLMN, vk22xKLMN, vaccKLMN);
659 
660       const __m128i vi23x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i23));
661       const __m128i vk23x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 552 * sizeof(int8_t))));
662       const __m128i vi23x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i23 + 4));
663       const __m128i vk23x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 556 * sizeof(int8_t))));
664       const __m128i vi23x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i23 + 8));
665       const __m128i vk23x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 560 * sizeof(int8_t))));
666       const __m128i vi23xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i23 + 12));
667       const __m128i vk23xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 564 * sizeof(int8_t))));
668       const __m128i vi23xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i23 + 16));
669       const __m128i vk23xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 568 * sizeof(int8_t))));
670       const __m128i vi23xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i23 + 20));
671       const __m128i vk23xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 572 * sizeof(int8_t))));
672       i23 += 24;
673 
674       vacc0123 = _mm_macc_epi32(vi23x0123, vk23x0123, vacc0123);
675       vacc4567 = _mm_macc_epi32(vi23x4567, vk23x4567, vacc4567);
676       vacc89AB = _mm_macc_epi32(vi23x89AB, vk23x89AB, vacc89AB);
677       vaccCDEF = _mm_macc_epi32(vi23xCDEF, vk23xCDEF, vaccCDEF);
678       vaccGHIJ = _mm_macc_epi32(vi23xGHIJ, vk23xGHIJ, vaccGHIJ);
679       vaccKLMN = _mm_macc_epi32(vi23xKLMN, vk23xKLMN, vaccKLMN);
680 
681       const __m128i vi24x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i24));
682       const __m128i vk24x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 576 * sizeof(int8_t))));
683       const __m128i vi24x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32(i24 + 4));
684       const __m128i vk24x4567 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 580 * sizeof(int8_t))));
685       const __m128i vi24x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32(i24 + 8));
686       const __m128i vk24x89AB = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 584 * sizeof(int8_t))));
687       const __m128i vi24xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32(i24 + 12));
688       const __m128i vk24xCDEF = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 588 * sizeof(int8_t))));
689       const __m128i vi24xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32(i24 + 16));
690       const __m128i vk24xGHIJ = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 592 * sizeof(int8_t))));
691       const __m128i vi24xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32(i24 + 20));
692       const __m128i vk24xKLMN = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 596 * sizeof(int8_t))));
693       i24 += 24;
694 
695       vacc0123 = _mm_macc_epi32(vi24x0123, vk24x0123, vacc0123);
696       vacc4567 = _mm_macc_epi32(vi24x4567, vk24x4567, vacc4567);
697       vacc89AB = _mm_macc_epi32(vi24x89AB, vk24x89AB, vacc89AB);
698       vaccCDEF = _mm_macc_epi32(vi24xCDEF, vk24xCDEF, vaccCDEF);
699       vaccGHIJ = _mm_macc_epi32(vi24xGHIJ, vk24xGHIJ, vaccGHIJ);
700       vaccKLMN = _mm_macc_epi32(vi24xKLMN, vk24xKLMN, vaccKLMN);
701 
702       w = (const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 600 * sizeof(int8_t));
703 
704       __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
705       __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
706       __m128 vscaled89AB = _mm_cvtepi32_ps(vacc89AB);
707       __m128 vscaledCDEF = _mm_cvtepi32_ps(vaccCDEF);
708       __m128 vscaledGHIJ = _mm_cvtepi32_ps(vaccGHIJ);
709       __m128 vscaledKLMN = _mm_cvtepi32_ps(vaccKLMN);
710 
711       const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
712       const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
713       const __m128 vscale89AB = _mm_loadu_ps((const float*) w + 8);
714       const __m128 vscaleCDEF = _mm_loadu_ps((const float*) w + 12);
715       const __m128 vscaleGHIJ = _mm_loadu_ps((const float*) w + 16);
716       const __m128 vscaleKLMN = _mm_loadu_ps((const float*) w + 20);
717       w = (const void*) ((const float*) w + 24);
718       vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
719       vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
720       vscaled89AB = _mm_mul_ps(vscaled89AB, vscale89AB);
721       vscaledCDEF = _mm_mul_ps(vscaledCDEF, vscaleCDEF);
722       vscaledGHIJ = _mm_mul_ps(vscaledGHIJ, vscaleGHIJ);
723       vscaledKLMN = _mm_mul_ps(vscaledKLMN, vscaleKLMN);
724 
725       const __m128 voutput_max_less_zero_point = _mm_load_ps(params->sse4.output_max_less_zero_point);
726       vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
727       vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
728       vscaled89AB = _mm_min_ps(vscaled89AB, voutput_max_less_zero_point);
729       vscaledCDEF = _mm_min_ps(vscaledCDEF, voutput_max_less_zero_point);
730       vscaledGHIJ = _mm_min_ps(vscaledGHIJ, voutput_max_less_zero_point);
731       vscaledKLMN = _mm_min_ps(vscaledKLMN, voutput_max_less_zero_point);
732 
733       vacc0123 = _mm_cvtps_epi32(vscaled0123);
734       vacc4567 = _mm_cvtps_epi32(vscaled4567);
735       vacc89AB = _mm_cvtps_epi32(vscaled89AB);
736       vaccCDEF = _mm_cvtps_epi32(vscaledCDEF);
737       vaccGHIJ = _mm_cvtps_epi32(vscaledGHIJ);
738       vaccKLMN = _mm_cvtps_epi32(vscaledKLMN);
739 
740       const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
741       __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
742       __m128i vout89ABCDEF = _mm_adds_epi16(_mm_packs_epi32(vacc89AB, vaccCDEF), voutput_zero_point);
743       __m128i voutGHIJKLMN = _mm_adds_epi16(_mm_packs_epi32(vaccGHIJ, vaccKLMN), voutput_zero_point);
744 
745       const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse4.output_min);
746       __m128i vout0123456789ABCDEF = _mm_packs_epi16(vout01234567, vout89ABCDEF);
747       vout0123456789ABCDEF = _mm_max_epi8(vout0123456789ABCDEF, voutput_min);
748       __m128i voutGHIJKLMNGHIJKLMN = _mm_packs_epi16(voutGHIJKLMN, voutGHIJKLMN);
749       voutGHIJKLMNGHIJKLMN = _mm_max_epi8(voutGHIJKLMNGHIJKLMN, voutput_min);
750 
751       _mm_storeu_si128((__m128i*) output, vout0123456789ABCDEF);
752       _mm_storel_epi64((__m128i*) (output + 16), voutGHIJKLMNGHIJKLMN);
753       output += 24;
754     }
755     if XNN_UNLIKELY(c != 0) {
756       const int8_t* k = (const int8_t*) ((const int32_t*) w + 24);
757       do {
758         __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
759 
760         const __m128i vi0x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i0));
761         const __m128i vk0x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(k));
762         i0 += 4;
763 
764         vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123);
765         const __m128i vi1x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i1));
766         const __m128i vk1x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 24)));
767         i1 += 4;
768 
769         vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123);
770         const __m128i vi2x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i2));
771         const __m128i vk2x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 48)));
772         i2 += 4;
773 
774         vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123);
775         const __m128i vi3x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i3));
776         const __m128i vk3x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 72)));
777         i3 += 4;
778 
779         vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123);
780         const __m128i vi4x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i4));
781         const __m128i vk4x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 96)));
782         i4 += 4;
783 
784         vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123);
785         const __m128i vi5x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i5));
786         const __m128i vk5x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 120)));
787         i5 += 4;
788 
789         vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123);
790         const __m128i vi6x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i6));
791         const __m128i vk6x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 144)));
792         i6 += 4;
793 
794         vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123);
795         const __m128i vi7x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i7));
796         const __m128i vk7x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 168)));
797         i7 += 4;
798 
799         vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123);
800         const __m128i vi8x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i8));
801         const __m128i vk8x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 192)));
802         i8 += 4;
803 
804         vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123);
805         const __m128i vi9x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i9));
806         const __m128i vk9x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 216)));
807         i9 += 4;
808 
809         vacc0123 = _mm_macc_epi32(vi9x0123, vk9x0123, vacc0123);
810         const __m128i vi10x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i10));
811         const __m128i vk10x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 240)));
812         i10 += 4;
813 
814         vacc0123 = _mm_macc_epi32(vi10x0123, vk10x0123, vacc0123);
815         const __m128i vi11x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i11));
816         const __m128i vk11x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 264)));
817         i11 += 4;
818 
819         vacc0123 = _mm_macc_epi32(vi11x0123, vk11x0123, vacc0123);
820         const __m128i vi12x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i12));
821         const __m128i vk12x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 288)));
822         i12 += 4;
823 
824         vacc0123 = _mm_macc_epi32(vi12x0123, vk12x0123, vacc0123);
825         const __m128i vi13x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i13));
826         const __m128i vk13x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 312)));
827         i13 += 4;
828 
829         vacc0123 = _mm_macc_epi32(vi13x0123, vk13x0123, vacc0123);
830         const __m128i vi14x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i14));
831         const __m128i vk14x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 336)));
832         i14 += 4;
833 
834         vacc0123 = _mm_macc_epi32(vi14x0123, vk14x0123, vacc0123);
835         const __m128i vi15x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i15));
836         const __m128i vk15x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 360)));
837         i15 += 4;
838 
839         vacc0123 = _mm_macc_epi32(vi15x0123, vk15x0123, vacc0123);
840         const __m128i vi16x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i16));
841         const __m128i vk16x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 384)));
842         i16 += 4;
843 
844         vacc0123 = _mm_macc_epi32(vi16x0123, vk16x0123, vacc0123);
845         const __m128i vi17x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i17));
846         const __m128i vk17x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 408)));
847         i17 += 4;
848 
849         vacc0123 = _mm_macc_epi32(vi17x0123, vk17x0123, vacc0123);
850         const __m128i vi18x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i18));
851         const __m128i vk18x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 432)));
852         i18 += 4;
853 
854         vacc0123 = _mm_macc_epi32(vi18x0123, vk18x0123, vacc0123);
855         const __m128i vi19x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i19));
856         const __m128i vk19x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 456)));
857         i19 += 4;
858 
859         vacc0123 = _mm_macc_epi32(vi19x0123, vk19x0123, vacc0123);
860         const __m128i vi20x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i20));
861         const __m128i vk20x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 480)));
862         i20 += 4;
863 
864         vacc0123 = _mm_macc_epi32(vi20x0123, vk20x0123, vacc0123);
865         const __m128i vi21x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i21));
866         const __m128i vk21x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 504)));
867         i21 += 4;
868 
869         vacc0123 = _mm_macc_epi32(vi21x0123, vk21x0123, vacc0123);
870         const __m128i vi22x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i22));
871         const __m128i vk22x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 528)));
872         i22 += 4;
873 
874         vacc0123 = _mm_macc_epi32(vi22x0123, vk22x0123, vacc0123);
875         const __m128i vi23x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i23));
876         const __m128i vk23x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 552)));
877         i23 += 4;
878 
879         vacc0123 = _mm_macc_epi32(vi23x0123, vk23x0123, vacc0123);
880         const __m128i vi24x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32(i24));
881         const __m128i vk24x0123 = _mm_cvtepi8_epi32(_mm_loadu_si32((const void*) (k + 576)));
882         i24 += 4;
883 
884         vacc0123 = _mm_macc_epi32(vi24x0123, vk24x0123, vacc0123);
885 
886         k += 4;
887 
888         __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
889         const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 24 * sizeof(int32_t) + 600 * sizeof(int8_t)));
890         vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
891         vscaled0123 = _mm_min_ps(vscaled0123, _mm_load_ps(params->sse4.output_max_less_zero_point));
892         vacc0123 = _mm_cvtps_epi32(vscaled0123);
893 
894         w = (const void*) ((const int32_t*) w + 4);
895 
896         const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
897         __m128i vout0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc0123), voutput_zero_point);
898 
899         vout0123 = _mm_packs_epi16(vout0123, vout0123);
900         vout0123 = _mm_max_epi8(vout0123, _mm_load_si128((const __m128i*) params->sse4.output_min));
901 
902         if XNN_LIKELY(c >= 4) {
903           _mm_storeu_si32(output, vout0123);
904           output += 4;
905           c -= 4;
906         } else {
907           if (c & 2) {
908             *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(vout0123, 0);
909             vout0123 = _mm_srli_epi32(vout0123, 16);
910             output += 2;
911           }
912           if (c & 1) {
913             *output = (int8_t) _mm_extract_epi8(vout0123, 0);
914             output += 1;
915           }
916           c = 0;
917         }
918       } while (c != 0);
919     }
920 
921     output = (int8_t*) ((uintptr_t) output + output_increment);
922   } while (--output_width != 0);
923 }
924