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_qc8_dwconv_minmax_fp32_ukernel_up8x25__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_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])17 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__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_qc8_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 >= 8; c -= 8) {
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
166
167 const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0);
168 const v128_t vk0x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
169 i0 += 8;
170
171 v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567);
172
173
174 const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1);
175 const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
176 i1 += 8;
177
178 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi1x01234567, vk1x01234567));
179
180 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
181 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
182
183 const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2);
184 const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
185 i2 += 8;
186
187 vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567);
188
189
190 const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3);
191 const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
192 i3 += 8;
193
194 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi3x01234567, vk3x01234567));
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
199 const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4);
200 const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
201 i4 += 8;
202
203 vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567);
204
205
206 const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5);
207 const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
208 i5 += 8;
209
210 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi5x01234567, vk5x01234567));
211
212 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
213 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
214
215 const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6);
216 const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
217 i6 += 8;
218
219 vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567);
220
221
222 const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7);
223 const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
224 i7 += 8;
225
226 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi7x01234567, vk7x01234567));
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
231 const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8);
232 const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
233 i8 += 8;
234
235 vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567);
236
237
238 const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9);
239 const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
240 i9 += 8;
241
242 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi9x01234567, vk9x01234567));
243
244 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
245 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
246
247 const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10);
248 const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
249 i10 += 8;
250
251 vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567);
252
253
254 const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11);
255 const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
256 i11 += 8;
257
258 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi11x01234567, vk11x01234567));
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
263 const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12);
264 const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
265 i12 += 8;
266
267 vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567);
268
269
270 const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13);
271 const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
272 i13 += 8;
273
274 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi13x01234567, vk13x01234567));
275
276 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
277 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
278
279 const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14);
280 const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
281 i14 += 8;
282
283 vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567);
284
285
286 const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15);
287 const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
288 i15 += 8;
289
290 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi15x01234567, vk15x01234567));
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
295 const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16);
296 const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
297 i16 += 8;
298
299 vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567);
300
301
302 const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17);
303 const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
304 i17 += 8;
305
306 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi17x01234567, vk17x01234567));
307
308 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
309 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
310
311 const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18);
312 const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
313 i18 += 8;
314
315 vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567);
316
317
318 const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19);
319 const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
320 i19 += 8;
321
322 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi19x01234567, vk19x01234567));
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
327 const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20);
328 const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
329 i20 += 8;
330
331 vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567);
332
333
334 const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21);
335 const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
336 i21 += 8;
337
338 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi21x01234567, vk21x01234567));
339
340 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
341 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
342
343 const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22);
344 const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
345 i22 += 8;
346
347 vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567);
348
349
350 const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23);
351 const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
352 i23 += 8;
353
354 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi23x01234567, vk23x01234567));
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
359 const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24);
360 const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
361 i24 += 8;
362
363 vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567);
364
365 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
366 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
367
368
369 w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t));
370
371 vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
372 vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
373
374 const v128_t vscale0123 = wasm_v128_load(w);
375 const v128_t vscale4567 = wasm_v128_load((const float*) w + 4);
376 w = (const void*) ((const float*) w + 8);
377
378 vacc0123 = wasm_f32x4_mul(vacc0123, vscale0123);
379 vacc4567 = wasm_f32x4_mul(vacc4567, vscale4567);
380
381 const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
382 vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
383 vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias);
384
385 const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
386 vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min);
387 vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min);
388
389 const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
390 vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
391 vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
392
393 v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
394
395 v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567);
396
397 const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
398 vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max);
399
400 *((double*) output) = wasm_f64x2_extract_lane(vout0123456701234567, 0);
401 output += 8;
402 }
403 if XNN_UNLIKELY(c != 0) {
404 {
405 v128_t vacc0123 = wasm_v128_load(w);
406 v128_t vacc4567 = wasm_v128_load((const void*) ((uintptr_t) w + 4 * sizeof(int32_t)));
407
408
409 const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0);
410 const v128_t vk0x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)));
411
412 v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567);
413
414
415 const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1);
416 const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)));
417
418 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi1x01234567, vk1x01234567));
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
423 const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2);
424 const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)));
425
426 vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567);
427
428
429 const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3);
430 const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)));
431
432 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi3x01234567, vk3x01234567));
433
434 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
435 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
436
437 const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4);
438 const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)));
439
440 vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567);
441
442
443 const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5);
444 const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)));
445
446 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi5x01234567, vk5x01234567));
447
448 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
449 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
450
451 const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6);
452 const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)));
453
454 vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567);
455
456
457 const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7);
458 const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)));
459
460 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi7x01234567, vk7x01234567));
461
462 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
463 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
464
465 const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8);
466 const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)));
467
468 vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567);
469
470
471 const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9);
472 const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
473
474 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi9x01234567, vk9x01234567));
475
476 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
477 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
478
479 const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10);
480 const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t)));
481
482 vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567);
483
484
485 const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11);
486 const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t)));
487
488 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi11x01234567, vk11x01234567));
489
490 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
491 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
492
493 const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12);
494 const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t)));
495
496 vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567);
497
498
499 const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13);
500 const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t)));
501
502 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi13x01234567, vk13x01234567));
503
504 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
505 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
506
507 const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14);
508 const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t)));
509
510 vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567);
511
512
513 const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15);
514 const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t)));
515
516 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi15x01234567, vk15x01234567));
517
518 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
519 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
520
521 const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16);
522 const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t)));
523
524 vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567);
525
526
527 const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17);
528 const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t)));
529
530 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi17x01234567, vk17x01234567));
531
532 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
533 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
534
535 const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18);
536 const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
537
538 vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567);
539
540
541 const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19);
542 const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t)));
543
544 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi19x01234567, vk19x01234567));
545
546 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
547 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
548
549 const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20);
550 const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t)));
551
552 vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567);
553
554
555 const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21);
556 const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t)));
557
558 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi21x01234567, vk21x01234567));
559
560 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
561 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
562
563 const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22);
564 const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t)));
565
566 vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567);
567
568
569 const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23);
570 const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t)));
571
572 vprod01234567 = wasm_i16x8_add(vprod01234567, wasm_i16x8_mul(vi23x01234567, vk23x01234567));
573
574 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
575 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
576
577 const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24);
578 const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t)));
579
580 vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567);
581
582 vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567));
583 vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567));
584
585
586
587 vacc0123 = wasm_f32x4_convert_i32x4(vacc0123);
588 vacc4567 = wasm_f32x4_convert_i32x4(vacc4567);
589
590 const v128_t vscale0123 = wasm_v128_load((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)));
591 const v128_t vscale4567 = wasm_v128_load((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float)));
592
593 vacc0123 = wasm_f32x4_mul(vacc0123, vscale0123);
594 vacc4567 = wasm_f32x4_mul(vacc4567, vscale4567);
595
596 const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
597 vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias);
598 vacc4567 = wasm_f32x4_add(vacc4567, 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
604 const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
605 vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point);
606 vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point);
607
608 v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567);
609 v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567);
610
611 const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
612 vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max);
613
614
615 if (c & 4) {
616 *((float*) output) = wasm_f32x4_extract_lane(vout0123456701234567, 0);
617 vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32);
618 output += 4;
619 }
620 uint32_t vout0123 = wasm_i32x4_extract_lane(vout0123456701234567, 0);
621 if (c & 2) {
622 *((uint16_t*) output) = (uint16_t) vout0123;
623 vout0123 >>= 16;
624 output += 2;
625 }
626 if (c & 1) {
627 *output = (int8_t) vout0123;
628 output += 1;
629 }
630 }
631 }
632
633 output = (int8_t*) ((uintptr_t) output + output_increment);
634 } while (--output_width != 0);
635 }
636