xref: /aosp_15_r20/external/XNNPACK/src/qs8-dwconv/gen/up24x25-minmax-fp32-wasmsimd-mul16-add16.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-dwconv/unipass-wasmsimd-mul16.c.in
3 //   Generator: tools/xngen
4 //
5 // Copyright 2020 Google LLC
6 //
7 // This source code is licensed under the BSD-style license found in the
8 // LICENSE file in the root directory of this source tree.
9 
10 #include <assert.h>
11 
12 #include <wasm_simd128.h>
13 
14 #include <xnnpack/dwconv.h>
15 
16 
xnn_qs8_dwconv_minmax_fp32_ukernel_up24x25__wasmsimd_mul16_add16(size_t channels,size_t output_width,const int8_t ** input,const void * weights,int8_t * output,size_t input_stride,size_t output_increment,size_t input_offset,const int8_t * zero,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])17 void xnn_qs8_dwconv_minmax_fp32_ukernel_up24x25__wasmsimd_mul16_add16(
18     size_t channels,
19     size_t output_width,
20     const int8_t** input,
21     const void* weights,
22     int8_t* output,
23     size_t input_stride,
24     size_t output_increment,
25     size_t input_offset,
26     const int8_t* zero,
27     const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
28 {
29   assert(channels != 0);
30   assert(output_width != 0);
31 
32   do {
33     const int8_t* i0 = input[0];
34     assert(i0 != NULL);
35     if XNN_UNPREDICTABLE(i0 != zero) {
36       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
37     }
38     const int8_t* i1 = input[1];
39     assert(i1 != NULL);
40     if XNN_UNPREDICTABLE(i1 != zero) {
41       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
42     }
43     const int8_t* i2 = input[2];
44     assert(i2 != NULL);
45     if XNN_UNPREDICTABLE(i2 != zero) {
46       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
47     }
48     const int8_t* i3 = input[3];
49     assert(i3 != NULL);
50     if XNN_UNPREDICTABLE(i3 != zero) {
51       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
52     }
53     const int8_t* i4 = input[4];
54     assert(i4 != NULL);
55     if XNN_UNPREDICTABLE(i4 != zero) {
56       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
57     }
58     const int8_t* i5 = input[5];
59     assert(i5 != NULL);
60     if XNN_UNPREDICTABLE(i5 != zero) {
61       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
62     }
63     const int8_t* i6 = input[6];
64     assert(i6 != NULL);
65     if XNN_UNPREDICTABLE(i6 != zero) {
66       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
67     }
68     const int8_t* i7 = input[7];
69     assert(i7 != NULL);
70     if XNN_UNPREDICTABLE(i7 != zero) {
71       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
72     }
73     const int8_t* i8 = input[8];
74     assert(i8 != NULL);
75     if XNN_UNPREDICTABLE(i8 != zero) {
76       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
77     }
78     const int8_t* i9 = input[9];
79     assert(i9 != NULL);
80     if XNN_UNPREDICTABLE(i9 != zero) {
81       i9 = (const int8_t*) ((uintptr_t) i9 + input_offset);
82     }
83     const int8_t* i10 = input[10];
84     assert(i10 != NULL);
85     if XNN_UNPREDICTABLE(i10 != zero) {
86       i10 = (const int8_t*) ((uintptr_t) i10 + input_offset);
87     }
88     const int8_t* i11 = input[11];
89     assert(i11 != NULL);
90     if XNN_UNPREDICTABLE(i11 != zero) {
91       i11 = (const int8_t*) ((uintptr_t) i11 + input_offset);
92     }
93     const int8_t* i12 = input[12];
94     assert(i12 != NULL);
95     if XNN_UNPREDICTABLE(i12 != zero) {
96       i12 = (const int8_t*) ((uintptr_t) i12 + input_offset);
97     }
98     const int8_t* i13 = input[13];
99     assert(i13 != NULL);
100     if XNN_UNPREDICTABLE(i13 != zero) {
101       i13 = (const int8_t*) ((uintptr_t) i13 + input_offset);
102     }
103     const int8_t* i14 = input[14];
104     assert(i14 != NULL);
105     if XNN_UNPREDICTABLE(i14 != zero) {
106       i14 = (const int8_t*) ((uintptr_t) i14 + input_offset);
107     }
108     const int8_t* i15 = input[15];
109     assert(i15 != NULL);
110     if XNN_UNPREDICTABLE(i15 != zero) {
111       i15 = (const int8_t*) ((uintptr_t) i15 + input_offset);
112     }
113     const int8_t* i16 = input[16];
114     assert(i16 != NULL);
115     if XNN_UNPREDICTABLE(i16 != zero) {
116       i16 = (const int8_t*) ((uintptr_t) i16 + input_offset);
117     }
118     const int8_t* i17 = input[17];
119     assert(i17 != NULL);
120     if XNN_UNPREDICTABLE(i17 != zero) {
121       i17 = (const int8_t*) ((uintptr_t) i17 + input_offset);
122     }
123     const int8_t* i18 = input[18];
124     assert(i18 != NULL);
125     if XNN_UNPREDICTABLE(i18 != zero) {
126       i18 = (const int8_t*) ((uintptr_t) i18 + input_offset);
127     }
128     const int8_t* i19 = input[19];
129     assert(i19 != NULL);
130     if XNN_UNPREDICTABLE(i19 != zero) {
131       i19 = (const int8_t*) ((uintptr_t) i19 + input_offset);
132     }
133     const int8_t* i20 = input[20];
134     assert(i20 != NULL);
135     if XNN_UNPREDICTABLE(i20 != zero) {
136       i20 = (const int8_t*) ((uintptr_t) i20 + input_offset);
137     }
138     const int8_t* i21 = input[21];
139     assert(i21 != NULL);
140     if XNN_UNPREDICTABLE(i21 != zero) {
141       i21 = (const int8_t*) ((uintptr_t) i21 + input_offset);
142     }
143     const int8_t* i22 = input[22];
144     assert(i22 != NULL);
145     if XNN_UNPREDICTABLE(i22 != zero) {
146       i22 = (const int8_t*) ((uintptr_t) i22 + input_offset);
147     }
148     const int8_t* i23 = input[23];
149     assert(i23 != NULL);
150     if XNN_UNPREDICTABLE(i23 != zero) {
151       i23 = (const int8_t*) ((uintptr_t) i23 + input_offset);
152     }
153     const int8_t* i24 = input[24];
154     assert(i24 != NULL);
155     if XNN_UNPREDICTABLE(i24 != zero) {
156       i24 = (const int8_t*) ((uintptr_t) i24 + input_offset);
157     }
158     input = (const int8_t**) ((uintptr_t) input + input_stride);
159 
160     size_t c = channels;
161     const void* w = weights;
162     for (; c >= 24; c -= 24) {
163       v128_t vacc0123 = wasm_v128_load(w);
164       v128_t vacc4567 = wasm_v128_load((const void*) ((uintptr_t) w + 4 * sizeof(int32_t)));
165       v128_t vacc89AB = wasm_v128_load((const void*) ((uintptr_t) w + 8 * sizeof(int32_t)));
166       v128_t vaccCDEF = wasm_v128_load((const void*) ((uintptr_t) w + 12 * sizeof(int32_t)));
167       v128_t vaccGHIJ = wasm_v128_load((const void*) ((uintptr_t) w + 16 * sizeof(int32_t)));
168       v128_t vaccKLMN = wasm_v128_load((const void*) ((uintptr_t) w + 20 * sizeof(int32_t)));
169 
170 
171       const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0);
172       const v128_t vk0x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 0 * sizeof(int8_t)));
173       const v128_t vi0x89ABCDEF = wasm_i16x8_load8x8(i0 + 8);
174       const v128_t vk0x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 8 * sizeof(int8_t)));
175       const v128_t vi0xGHIJKLMN = wasm_i16x8_load8x8(i0 + 16);
176       const v128_t vk0xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 16 * sizeof(int8_t)));
177       i0 += 24;
178 
179       v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567);
180       v128_t vprod89ABCDEF = wasm_i16x8_mul(vi0x89ABCDEF, vk0x89ABCDEF);
181       v128_t vprodGHIJKLMN = wasm_i16x8_mul(vi0xGHIJKLMN, vk0xGHIJKLMN);
182 
183 
184       const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1);
185       const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 24 * sizeof(int8_t)));
186       const v128_t vi1x89ABCDEF = wasm_i16x8_load8x8(i1 + 8);
187       const v128_t vk1x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 32 * sizeof(int8_t)));
188       const v128_t vi1xGHIJKLMN = wasm_i16x8_load8x8(i1 + 16);
189       const v128_t vk1xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 40 * sizeof(int8_t)));
190       i1 += 24;
191 
192       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi1x01234567, vk1x01234567));
193       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi1x89ABCDEF, vk1x89ABCDEF));
194       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi1xGHIJKLMN, vk1xGHIJKLMN));
195 
196       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
197       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
198       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
199       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
200       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
201       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
202 
203       const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2);
204       const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 48 * sizeof(int8_t)));
205       const v128_t vi2x89ABCDEF = wasm_i16x8_load8x8(i2 + 8);
206       const v128_t vk2x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 56 * sizeof(int8_t)));
207       const v128_t vi2xGHIJKLMN = wasm_i16x8_load8x8(i2 + 16);
208       const v128_t vk2xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 64 * sizeof(int8_t)));
209       i2 += 24;
210 
211       vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567);
212       vprod89ABCDEF = wasm_i16x8_mul(vi2x89ABCDEF, vk2x89ABCDEF);
213       vprodGHIJKLMN = wasm_i16x8_mul(vi2xGHIJKLMN, vk2xGHIJKLMN);
214 
215 
216       const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3);
217       const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 72 * sizeof(int8_t)));
218       const v128_t vi3x89ABCDEF = wasm_i16x8_load8x8(i3 + 8);
219       const v128_t vk3x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 80 * sizeof(int8_t)));
220       const v128_t vi3xGHIJKLMN = wasm_i16x8_load8x8(i3 + 16);
221       const v128_t vk3xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 88 * sizeof(int8_t)));
222       i3 += 24;
223 
224       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi3x01234567, vk3x01234567));
225       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi3x89ABCDEF, vk3x89ABCDEF));
226       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi3xGHIJKLMN, vk3xGHIJKLMN));
227 
228       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
229       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
230       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
231       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
232       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
233       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
234 
235       const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4);
236       const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 96 * sizeof(int8_t)));
237       const v128_t vi4x89ABCDEF = wasm_i16x8_load8x8(i4 + 8);
238       const v128_t vk4x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 104 * sizeof(int8_t)));
239       const v128_t vi4xGHIJKLMN = wasm_i16x8_load8x8(i4 + 16);
240       const v128_t vk4xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 112 * sizeof(int8_t)));
241       i4 += 24;
242 
243       vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567);
244       vprod89ABCDEF = wasm_i16x8_mul(vi4x89ABCDEF, vk4x89ABCDEF);
245       vprodGHIJKLMN = wasm_i16x8_mul(vi4xGHIJKLMN, vk4xGHIJKLMN);
246 
247 
248       const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5);
249       const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 120 * sizeof(int8_t)));
250       const v128_t vi5x89ABCDEF = wasm_i16x8_load8x8(i5 + 8);
251       const v128_t vk5x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 128 * sizeof(int8_t)));
252       const v128_t vi5xGHIJKLMN = wasm_i16x8_load8x8(i5 + 16);
253       const v128_t vk5xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 136 * sizeof(int8_t)));
254       i5 += 24;
255 
256       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi5x01234567, vk5x01234567));
257       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi5x89ABCDEF, vk5x89ABCDEF));
258       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi5xGHIJKLMN, vk5xGHIJKLMN));
259 
260       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
261       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
262       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
263       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
264       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
265       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
266 
267       const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6);
268       const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 144 * sizeof(int8_t)));
269       const v128_t vi6x89ABCDEF = wasm_i16x8_load8x8(i6 + 8);
270       const v128_t vk6x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 152 * sizeof(int8_t)));
271       const v128_t vi6xGHIJKLMN = wasm_i16x8_load8x8(i6 + 16);
272       const v128_t vk6xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 160 * sizeof(int8_t)));
273       i6 += 24;
274 
275       vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567);
276       vprod89ABCDEF = wasm_i16x8_mul(vi6x89ABCDEF, vk6x89ABCDEF);
277       vprodGHIJKLMN = wasm_i16x8_mul(vi6xGHIJKLMN, vk6xGHIJKLMN);
278 
279 
280       const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7);
281       const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 168 * sizeof(int8_t)));
282       const v128_t vi7x89ABCDEF = wasm_i16x8_load8x8(i7 + 8);
283       const v128_t vk7x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 176 * sizeof(int8_t)));
284       const v128_t vi7xGHIJKLMN = wasm_i16x8_load8x8(i7 + 16);
285       const v128_t vk7xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 184 * sizeof(int8_t)));
286       i7 += 24;
287 
288       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi7x01234567, vk7x01234567));
289       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi7x89ABCDEF, vk7x89ABCDEF));
290       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi7xGHIJKLMN, vk7xGHIJKLMN));
291 
292       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
293       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
294       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
295       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
296       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
297       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
298 
299       const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8);
300       const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 192 * sizeof(int8_t)));
301       const v128_t vi8x89ABCDEF = wasm_i16x8_load8x8(i8 + 8);
302       const v128_t vk8x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 200 * sizeof(int8_t)));
303       const v128_t vi8xGHIJKLMN = wasm_i16x8_load8x8(i8 + 16);
304       const v128_t vk8xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 208 * sizeof(int8_t)));
305       i8 += 24;
306 
307       vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567);
308       vprod89ABCDEF = wasm_i16x8_mul(vi8x89ABCDEF, vk8x89ABCDEF);
309       vprodGHIJKLMN = wasm_i16x8_mul(vi8xGHIJKLMN, vk8xGHIJKLMN);
310 
311 
312       const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9);
313       const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 216 * sizeof(int8_t)));
314       const v128_t vi9x89ABCDEF = wasm_i16x8_load8x8(i9 + 8);
315       const v128_t vk9x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 224 * sizeof(int8_t)));
316       const v128_t vi9xGHIJKLMN = wasm_i16x8_load8x8(i9 + 16);
317       const v128_t vk9xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 232 * sizeof(int8_t)));
318       i9 += 24;
319 
320       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi9x01234567, vk9x01234567));
321       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi9x89ABCDEF, vk9x89ABCDEF));
322       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi9xGHIJKLMN, vk9xGHIJKLMN));
323 
324       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
325       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
326       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
327       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
328       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
329       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
330 
331       const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10);
332       const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 240 * sizeof(int8_t)));
333       const v128_t vi10x89ABCDEF = wasm_i16x8_load8x8(i10 + 8);
334       const v128_t vk10x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 248 * sizeof(int8_t)));
335       const v128_t vi10xGHIJKLMN = wasm_i16x8_load8x8(i10 + 16);
336       const v128_t vk10xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 256 * sizeof(int8_t)));
337       i10 += 24;
338 
339       vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567);
340       vprod89ABCDEF = wasm_i16x8_mul(vi10x89ABCDEF, vk10x89ABCDEF);
341       vprodGHIJKLMN = wasm_i16x8_mul(vi10xGHIJKLMN, vk10xGHIJKLMN);
342 
343 
344       const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11);
345       const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 264 * sizeof(int8_t)));
346       const v128_t vi11x89ABCDEF = wasm_i16x8_load8x8(i11 + 8);
347       const v128_t vk11x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 272 * sizeof(int8_t)));
348       const v128_t vi11xGHIJKLMN = wasm_i16x8_load8x8(i11 + 16);
349       const v128_t vk11xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 280 * sizeof(int8_t)));
350       i11 += 24;
351 
352       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi11x01234567, vk11x01234567));
353       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi11x89ABCDEF, vk11x89ABCDEF));
354       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi11xGHIJKLMN, vk11xGHIJKLMN));
355 
356       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
357       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
358       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
359       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
360       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
361       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
362 
363       const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12);
364       const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 288 * sizeof(int8_t)));
365       const v128_t vi12x89ABCDEF = wasm_i16x8_load8x8(i12 + 8);
366       const v128_t vk12x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 296 * sizeof(int8_t)));
367       const v128_t vi12xGHIJKLMN = wasm_i16x8_load8x8(i12 + 16);
368       const v128_t vk12xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 304 * sizeof(int8_t)));
369       i12 += 24;
370 
371       vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567);
372       vprod89ABCDEF = wasm_i16x8_mul(vi12x89ABCDEF, vk12x89ABCDEF);
373       vprodGHIJKLMN = wasm_i16x8_mul(vi12xGHIJKLMN, vk12xGHIJKLMN);
374 
375 
376       const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13);
377       const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 312 * sizeof(int8_t)));
378       const v128_t vi13x89ABCDEF = wasm_i16x8_load8x8(i13 + 8);
379       const v128_t vk13x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 320 * sizeof(int8_t)));
380       const v128_t vi13xGHIJKLMN = wasm_i16x8_load8x8(i13 + 16);
381       const v128_t vk13xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 328 * sizeof(int8_t)));
382       i13 += 24;
383 
384       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi13x01234567, vk13x01234567));
385       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi13x89ABCDEF, vk13x89ABCDEF));
386       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi13xGHIJKLMN, vk13xGHIJKLMN));
387 
388       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
389       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
390       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
391       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
392       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
393       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
394 
395       const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14);
396       const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 336 * sizeof(int8_t)));
397       const v128_t vi14x89ABCDEF = wasm_i16x8_load8x8(i14 + 8);
398       const v128_t vk14x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 344 * sizeof(int8_t)));
399       const v128_t vi14xGHIJKLMN = wasm_i16x8_load8x8(i14 + 16);
400       const v128_t vk14xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 352 * sizeof(int8_t)));
401       i14 += 24;
402 
403       vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567);
404       vprod89ABCDEF = wasm_i16x8_mul(vi14x89ABCDEF, vk14x89ABCDEF);
405       vprodGHIJKLMN = wasm_i16x8_mul(vi14xGHIJKLMN, vk14xGHIJKLMN);
406 
407 
408       const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15);
409       const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 360 * sizeof(int8_t)));
410       const v128_t vi15x89ABCDEF = wasm_i16x8_load8x8(i15 + 8);
411       const v128_t vk15x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 368 * sizeof(int8_t)));
412       const v128_t vi15xGHIJKLMN = wasm_i16x8_load8x8(i15 + 16);
413       const v128_t vk15xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 376 * sizeof(int8_t)));
414       i15 += 24;
415 
416       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi15x01234567, vk15x01234567));
417       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi15x89ABCDEF, vk15x89ABCDEF));
418       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi15xGHIJKLMN, vk15xGHIJKLMN));
419 
420       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
421       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
422       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
423       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
424       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
425       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
426 
427       const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16);
428       const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 384 * sizeof(int8_t)));
429       const v128_t vi16x89ABCDEF = wasm_i16x8_load8x8(i16 + 8);
430       const v128_t vk16x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 392 * sizeof(int8_t)));
431       const v128_t vi16xGHIJKLMN = wasm_i16x8_load8x8(i16 + 16);
432       const v128_t vk16xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 400 * sizeof(int8_t)));
433       i16 += 24;
434 
435       vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567);
436       vprod89ABCDEF = wasm_i16x8_mul(vi16x89ABCDEF, vk16x89ABCDEF);
437       vprodGHIJKLMN = wasm_i16x8_mul(vi16xGHIJKLMN, vk16xGHIJKLMN);
438 
439 
440       const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17);
441       const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 408 * sizeof(int8_t)));
442       const v128_t vi17x89ABCDEF = wasm_i16x8_load8x8(i17 + 8);
443       const v128_t vk17x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 416 * sizeof(int8_t)));
444       const v128_t vi17xGHIJKLMN = wasm_i16x8_load8x8(i17 + 16);
445       const v128_t vk17xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 424 * sizeof(int8_t)));
446       i17 += 24;
447 
448       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi17x01234567, vk17x01234567));
449       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi17x89ABCDEF, vk17x89ABCDEF));
450       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi17xGHIJKLMN, vk17xGHIJKLMN));
451 
452       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
453       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
454       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
455       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
456       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
457       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
458 
459       const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18);
460       const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 432 * sizeof(int8_t)));
461       const v128_t vi18x89ABCDEF = wasm_i16x8_load8x8(i18 + 8);
462       const v128_t vk18x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 440 * sizeof(int8_t)));
463       const v128_t vi18xGHIJKLMN = wasm_i16x8_load8x8(i18 + 16);
464       const v128_t vk18xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 448 * sizeof(int8_t)));
465       i18 += 24;
466 
467       vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567);
468       vprod89ABCDEF = wasm_i16x8_mul(vi18x89ABCDEF, vk18x89ABCDEF);
469       vprodGHIJKLMN = wasm_i16x8_mul(vi18xGHIJKLMN, vk18xGHIJKLMN);
470 
471 
472       const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19);
473       const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 456 * sizeof(int8_t)));
474       const v128_t vi19x89ABCDEF = wasm_i16x8_load8x8(i19 + 8);
475       const v128_t vk19x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 464 * sizeof(int8_t)));
476       const v128_t vi19xGHIJKLMN = wasm_i16x8_load8x8(i19 + 16);
477       const v128_t vk19xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 472 * sizeof(int8_t)));
478       i19 += 24;
479 
480       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi19x01234567, vk19x01234567));
481       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi19x89ABCDEF, vk19x89ABCDEF));
482       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi19xGHIJKLMN, vk19xGHIJKLMN));
483 
484       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
485       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
486       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
487       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
488       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
489       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
490 
491       const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20);
492       const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 480 * sizeof(int8_t)));
493       const v128_t vi20x89ABCDEF = wasm_i16x8_load8x8(i20 + 8);
494       const v128_t vk20x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 488 * sizeof(int8_t)));
495       const v128_t vi20xGHIJKLMN = wasm_i16x8_load8x8(i20 + 16);
496       const v128_t vk20xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 496 * sizeof(int8_t)));
497       i20 += 24;
498 
499       vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567);
500       vprod89ABCDEF = wasm_i16x8_mul(vi20x89ABCDEF, vk20x89ABCDEF);
501       vprodGHIJKLMN = wasm_i16x8_mul(vi20xGHIJKLMN, vk20xGHIJKLMN);
502 
503 
504       const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21);
505       const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 504 * sizeof(int8_t)));
506       const v128_t vi21x89ABCDEF = wasm_i16x8_load8x8(i21 + 8);
507       const v128_t vk21x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 512 * sizeof(int8_t)));
508       const v128_t vi21xGHIJKLMN = wasm_i16x8_load8x8(i21 + 16);
509       const v128_t vk21xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 520 * sizeof(int8_t)));
510       i21 += 24;
511 
512       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi21x01234567, vk21x01234567));
513       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi21x89ABCDEF, vk21x89ABCDEF));
514       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi21xGHIJKLMN, vk21xGHIJKLMN));
515 
516       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
517       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
518       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
519       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
520       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
521       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
522 
523       const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22);
524       const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 528 * sizeof(int8_t)));
525       const v128_t vi22x89ABCDEF = wasm_i16x8_load8x8(i22 + 8);
526       const v128_t vk22x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 536 * sizeof(int8_t)));
527       const v128_t vi22xGHIJKLMN = wasm_i16x8_load8x8(i22 + 16);
528       const v128_t vk22xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 544 * sizeof(int8_t)));
529       i22 += 24;
530 
531       vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567);
532       vprod89ABCDEF = wasm_i16x8_mul(vi22x89ABCDEF, vk22x89ABCDEF);
533       vprodGHIJKLMN = wasm_i16x8_mul(vi22xGHIJKLMN, vk22xGHIJKLMN);
534 
535 
536       const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23);
537       const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 552 * sizeof(int8_t)));
538       const v128_t vi23x89ABCDEF = wasm_i16x8_load8x8(i23 + 8);
539       const v128_t vk23x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 560 * sizeof(int8_t)));
540       const v128_t vi23xGHIJKLMN = wasm_i16x8_load8x8(i23 + 16);
541       const v128_t vk23xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 568 * sizeof(int8_t)));
542       i23 += 24;
543 
544       vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi23x01234567, vk23x01234567));
545       vprod89ABCDEF = wasm_i16x8_add(vprod89ABCDEF, wasm_i16x8_mul(vi23x89ABCDEF, vk23x89ABCDEF));
546       vprodGHIJKLMN = wasm_i16x8_add(vprodGHIJKLMN, wasm_i16x8_mul(vi23xGHIJKLMN, vk23xGHIJKLMN));
547 
548       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
549       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
550       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
551       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
552       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
553       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
554 
555       const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24);
556       const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 576 * sizeof(int8_t)));
557       const v128_t vi24x89ABCDEF = wasm_i16x8_load8x8(i24 + 8);
558       const v128_t vk24x89ABCDEF = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 584 * sizeof(int8_t)));
559       const v128_t vi24xGHIJKLMN = wasm_i16x8_load8x8(i24 + 16);
560       const v128_t vk24xGHIJKLMN = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 592 * sizeof(int8_t)));
561       i24 += 24;
562 
563       vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567);
564       vprod89ABCDEF = wasm_i16x8_mul(vi24x89ABCDEF, vk24x89ABCDEF);
565       vprodGHIJKLMN = wasm_i16x8_mul(vi24xGHIJKLMN, vk24xGHIJKLMN);
566 
567       vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
568       vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
569       vacc89AB = wasm_i32x4_add(vacc89AB, wasm_i32x4_extend_low_i16x8(vprod89ABCDEF));
570       vaccCDEF = wasm_i32x4_add(vaccCDEF, wasm_i32x4_extend_high_i16x8(vprod89ABCDEF));
571       vaccGHIJ = wasm_i32x4_add(vaccGHIJ, wasm_i32x4_extend_low_i16x8(vprodGHIJKLMN));
572       vaccKLMN = wasm_i32x4_add(vaccKLMN, wasm_i32x4_extend_high_i16x8(vprodGHIJKLMN));
573 
574 
575       w = (const void*) ((uintptr_t) w + 24 * sizeof(int32_t) + 600 * sizeof(int8_t));
576 
577       vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
578       vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
579       vacc89AB = wasm_f32x4_convert_i32x4(vacc89AB);
580       vaccCDEF = wasm_f32x4_convert_i32x4(vaccCDEF);
581       vaccGHIJ = wasm_f32x4_convert_i32x4(vaccGHIJ);
582       vaccKLMN = wasm_f32x4_convert_i32x4(vaccKLMN);
583 
584       const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
585       vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
586       vacc4567 = wasm_f32x4_mul(vacc4567, vscale);
587       vacc89AB = wasm_f32x4_mul(vacc89AB, vscale);
588       vaccCDEF = wasm_f32x4_mul(vaccCDEF, vscale);
589       vaccGHIJ = wasm_f32x4_mul(vaccGHIJ, vscale);
590       vaccKLMN = wasm_f32x4_mul(vaccKLMN, vscale);
591 
592       const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
593       vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
594       vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);
595       vacc89AB = wasm_f32x4_add(vacc89AB, vmagic_bias);
596       vaccCDEF = wasm_f32x4_add(vaccCDEF, vmagic_bias);
597       vaccGHIJ = wasm_f32x4_add(vaccGHIJ, vmagic_bias);
598       vaccKLMN = wasm_f32x4_add(vaccKLMN, vmagic_bias);
599 
600       const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
601       vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
602       vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);
603       vacc89AB = wasm_i32x4_max(vacc89AB, vmagic_min);
604       vaccCDEF = wasm_i32x4_max(vaccCDEF, vmagic_min);
605       vaccGHIJ = wasm_i32x4_max(vaccGHIJ, vmagic_min);
606       vaccKLMN = wasm_i32x4_max(vaccKLMN, vmagic_min);
607 
608       const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
609       vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
610       vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
611       vacc89AB = wasm_i32x4_sub(vacc89AB, vmagic_bias_less_output_zero_point);
612       vaccCDEF = wasm_i32x4_sub(vaccCDEF, vmagic_bias_less_output_zero_point);
613       vaccGHIJ = wasm_i32x4_sub(vaccGHIJ, vmagic_bias_less_output_zero_point);
614       vaccKLMN = wasm_i32x4_sub(vaccKLMN, vmagic_bias_less_output_zero_point);
615 
616       v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
617       v128_t vout89ABCDEF = wasm_i16x8_narrow_i32x4(vacc89AB, vaccCDEF);
618       v128_t voutGHIJKLMN = wasm_i16x8_narrow_i32x4(vaccGHIJ, vaccKLMN);
619 
620       v128_t vout0123456789ABCDEF = wasm_i8x16_narrow_i16x8(vout01234567, vout89ABCDEF);
621       v128_t voutGHIJKLMNGHIJKLMN = wasm_i8x16_narrow_i16x8(voutGHIJKLMN, voutGHIJKLMN);
622 
623       const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
624       vout0123456789ABCDEF = wasm_i8x16_min(vout0123456789ABCDEF, voutput_max);
625       voutGHIJKLMNGHIJKLMN = wasm_i8x16_min(voutGHIJKLMNGHIJKLMN, voutput_max);
626 
627       wasm_v128_store(output, vout0123456789ABCDEF);
628       *((double*) (output + 16)) = wasm_f64x2_extract_lane(voutGHIJKLMNGHIJKLMN, 0);
629       output += 24;
630     }
631     if XNN_UNLIKELY(c != 0) {
632       const int8_t* k = (const int8_t*) ((uintptr_t) w + 24 * sizeof(int32_t));
633       do {
634         v128_t vacc0123 = wasm_v128_load(w);
635         v128_t vacc4567 = wasm_v128_load((const void*) ((uintptr_t) w + 4 * sizeof(int32_t)));
636 
637 
638         const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0);
639         const v128_t vk0x01234567 = wasm_i16x8_load8x8(k);
640         i0 += 8;
641 
642         v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567);
643 
644 
645         const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1);
646         const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) (k + 24));
647         i1 += 8;
648 
649         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi1x01234567, vk1x01234567));
650 
651         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
652         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
653 
654         const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2);
655         const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) (k + 48));
656         i2 += 8;
657 
658         vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567);
659 
660 
661         const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3);
662         const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) (k + 72));
663         i3 += 8;
664 
665         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi3x01234567, vk3x01234567));
666 
667         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
668         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
669 
670         const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4);
671         const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) (k + 96));
672         i4 += 8;
673 
674         vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567);
675 
676 
677         const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5);
678         const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) (k + 120));
679         i5 += 8;
680 
681         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi5x01234567, vk5x01234567));
682 
683         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
684         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
685 
686         const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6);
687         const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) (k + 144));
688         i6 += 8;
689 
690         vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567);
691 
692 
693         const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7);
694         const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) (k + 168));
695         i7 += 8;
696 
697         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi7x01234567, vk7x01234567));
698 
699         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
700         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
701 
702         const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8);
703         const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) (k + 192));
704         i8 += 8;
705 
706         vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567);
707 
708 
709         const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9);
710         const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) (k + 216));
711         i9 += 8;
712 
713         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi9x01234567, vk9x01234567));
714 
715         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
716         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
717 
718         const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10);
719         const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) (k + 240));
720         i10 += 8;
721 
722         vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567);
723 
724 
725         const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11);
726         const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) (k + 264));
727         i11 += 8;
728 
729         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi11x01234567, vk11x01234567));
730 
731         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
732         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
733 
734         const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12);
735         const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) (k + 288));
736         i12 += 8;
737 
738         vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567);
739 
740 
741         const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13);
742         const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) (k + 312));
743         i13 += 8;
744 
745         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi13x01234567, vk13x01234567));
746 
747         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
748         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
749 
750         const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14);
751         const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) (k + 336));
752         i14 += 8;
753 
754         vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567);
755 
756 
757         const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15);
758         const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) (k + 360));
759         i15 += 8;
760 
761         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi15x01234567, vk15x01234567));
762 
763         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
764         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
765 
766         const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16);
767         const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) (k + 384));
768         i16 += 8;
769 
770         vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567);
771 
772 
773         const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17);
774         const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) (k + 408));
775         i17 += 8;
776 
777         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi17x01234567, vk17x01234567));
778 
779         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
780         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
781 
782         const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18);
783         const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) (k + 432));
784         i18 += 8;
785 
786         vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567);
787 
788 
789         const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19);
790         const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) (k + 456));
791         i19 += 8;
792 
793         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi19x01234567, vk19x01234567));
794 
795         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
796         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
797 
798         const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20);
799         const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) (k + 480));
800         i20 += 8;
801 
802         vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567);
803 
804 
805         const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21);
806         const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) (k + 504));
807         i21 += 8;
808 
809         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi21x01234567, vk21x01234567));
810 
811         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
812         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
813 
814         const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22);
815         const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) (k + 528));
816         i22 += 8;
817 
818         vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567);
819 
820 
821         const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23);
822         const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) (k + 552));
823         i23 += 8;
824 
825         vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi23x01234567, vk23x01234567));
826 
827         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
828         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
829 
830         const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24);
831         const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) (k + 576));
832         i24 += 8;
833 
834         vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567);
835 
836         vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
837         vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
838 
839         k += 8;
840 
841 
842       vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
843       vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
844 
845       const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
846       vacc0123 = wasm_f32x4_mul(vacc0123, vscale);
847       vacc4567 = wasm_f32x4_mul(vacc4567, vscale);
848 
849       const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
850       vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
851       vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);
852 
853       const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
854       vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
855       vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);
856 
857       const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
858       vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
859       vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
860 
861       v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
862       v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567);
863 
864       const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
865       vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max);
866 
867       w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t));
868 
869       if XNN_LIKELY(c >= 8) {
870         *((double*) output) = wasm_f64x2_extract_lane(vout0123456701234567, 0);
871         output += 8;
872         c -= 8;
873       } else {
874         if (c & 4) {
875           *((float*) output) = wasm_f32x4_extract_lane(vout0123456701234567, 0);
876           vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32);
877           output += 4;
878         }
879         uint32_t vout0123 = wasm_i32x4_extract_lane(vout0123456701234567, 0);
880         if (c & 2) {
881           *((uint16_t*) output) = (uint16_t) vout0123;
882           vout0123 >>= 16;
883           output += 2;
884         }
885         if (c & 1) {
886           *output = (int8_t) vout0123;
887           output += 1;
888         }
889         c = 0;
890       }
891       } while (c != 0);
892     }
893 
894     output = (int8_t*) ((uintptr_t) output + output_increment);
895   } while (--output_width != 0);
896 }
897