aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp
blob: 1ea2fcbfbdece3453da75c8d3d73317c52c100b0 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
/*
 * Copyright (c) 2021-2023 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

#include "arm_gemm.hpp"

#include <cstddef>
#include <cstdint>

#if defined(ARM_COMPUTE_ENABLE_SVE)

namespace arm_conv {
namespace depthwise {

void sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst_impl(
  const unsigned int n_channels,
  const uint8_t *const *const inptrs,
  const uint8_t *const weights,
  const int32_t *const bias,
  const arm_gemm::Requantize32 &qp,
  const int32_t *const requant_muls,
  const int32_t *const requant_shifts,
  uint8_t *const *const outptrs
)
{
  struct Params
  {
    long unsigned int n_channels;
    const void *weights;
    const int32_t *bias;
    const arm_gemm::Requantize32 *requant;
    const int32_t *const requant_muls;
    const int32_t *const requant_shifts;
    uint8_t *const *const outptrs;
    const uint8_t *inptrs[25];

    Params(
      long unsigned int n_channels,
      const uint8_t *const *inptrs_raw,
      const void *const weights,
      const int32_t *const bias,
      const arm_gemm::Requantize32 &qp,
      const int32_t *const requant_muls,
      const int32_t *const requant_shifts,
      uint8_t *const *outptrs
    ) : n_channels(n_channels), weights(weights), bias(bias),
        requant(&qp), requant_muls(requant_muls),
        requant_shifts(requant_shifts), outptrs(outptrs)
    {
      inptrs[0] = inptrs_raw[12];
      inptrs[1] = inptrs_raw[0];
      inptrs[2] = inptrs_raw[1];
      inptrs[3] = inptrs_raw[3];
      inptrs[4] = inptrs_raw[4];
      inptrs[5] = inptrs_raw[5];
      inptrs[6] = inptrs_raw[6];
      inptrs[7] = inptrs_raw[2];
      inptrs[8] = inptrs_raw[8];
      inptrs[9] = inptrs_raw[9];
      inptrs[10] = inptrs_raw[7];
      inptrs[11] = inptrs_raw[15];
      inptrs[12] = inptrs_raw[10];
      inptrs[13] = inptrs_raw[16];
      inptrs[14] = inptrs_raw[11];
      inptrs[15] = inptrs_raw[18];
      inptrs[16] = inptrs_raw[13];
      inptrs[17] = inptrs_raw[19];
      inptrs[18] = inptrs_raw[20];
      inptrs[19] = inptrs_raw[14];
      inptrs[20] = inptrs_raw[21];
      inptrs[21] = inptrs_raw[17];
      inptrs[22] = inptrs_raw[23];
      inptrs[23] = inptrs_raw[22];
      inptrs[24] = inptrs_raw[24];

    }
  };

  const Params params(n_channels, inptrs, weights, bias, qp,
                      requant_muls, requant_shifts, outptrs);

  __asm__ __volatile__(
    "mov x7, #0x0\n"
    "ldr x25, [%x[params], %[offsetof_Params_requant]]\n"
    "ptrue p4.b\n"
    "ldr x24, [%x[params], %[offsetof_Params_outptrs]]\n"
    "mov x23, x7\n"
    "add x21, x25, %[offsetof_Requantize32_a_offset]\n"
    "ldr x8, [%x[params], %[offsetof_Params_n_channels]]\n"
    "ldr x17, [%x[params], %[offsetof_Params_weights]]\n"
    "add x20, x25, %[offsetof_Requantize32_b_offset]\n"
    "add x22, x25, %[offsetof_Requantize32_c_offset]\n"
    "ld1rb { z26.b }, p4/Z, [x21]\n"
    "ld1rb { z13.b }, p4/Z, [x20]\n"
    "add x21, x25, %[offsetof_Requantize32_minval]\n"
    "add x20, x25, %[offsetof_Requantize32_maxval]\n"
    "ld1rh { z19.h }, p4/Z, [x22]\n"
    "ld1rh { z12.h }, p4/Z, [x21]\n"
    "ld1rh { z9.h }, p4/Z, [x20]\n"
    "ldp x16, x15, [x24, #0x0]\n"
    "incw x23\n"
    "whilelt p3.h, x7, x8\n"
    "ldp x14, x13, [x24, #0x10]\n"
    "whilelt p2.s, x7, x8\n"
    "whilelt p1.s, x23, x8\n"
    "ldr x12, [%x[params], %[offsetof_Params_bias]]\n"
    "ld1b { z25.h }, p4/Z, [x17]\n"
    "ld1b { z30.h }, p4/Z, [x17, #1, MUL VL]\n"
    "add x11, %x[params], %[offsetof_Params_inptrs]\n"
    "mov x10, #0x0\n"
    "ld1b { z14.h }, p4/Z, [x17, #2, MUL VL]\n"
    "ld1b { z4.h }, p4/Z, [x17, #3, MUL VL]\n"
    ".inst 0x454d1b39  // usublb z25.h, z25.b, z13.b\n"
    ".inst 0x454d1bde  // usublb z30.h, z30.b, z13.b\n"
    "ld1b { z10.h }, p4/Z, [x17, #4, MUL VL]\n"
    "ld1b { z3.h }, p4/Z, [x17, #5, MUL VL]\n"
    ".inst 0x454d19ce  // usublb z14.h, z14.b, z13.b\n"
    ".inst 0x454d1884  // usublb z4.h, z4.b, z13.b\n"
    "ld1b { z23.h }, p4/Z, [x17, #6, MUL VL]\n"
    "ld1b { z7.h }, p4/Z, [x17, #7, MUL VL]\n"
    "inch x17, ALL, MUL #8\n"
    ".inst 0x454d194a  // usublb z10.h, z10.b, z13.b\n"
    "ld1w { z17.s }, p2/Z, [x12]\n"
    "ld1w { z16.s }, p1/Z, [x12, #1, MUL VL]\n"
    "uzp1 z8.s, z17.s, z16.s\n"
    "uzp2 z24.s, z17.s, z16.s\n"
    "ld1b { z2.h }, p4/Z, [x17]\n"
    "ldp x27, x26, [x11, #0x0]\n"
    "addvl x12, x12, #2\n"
    "mov z18.d, z8.d\n"
    "ldp x25, x24, [x11, #0x10]\n"
    "ldp x23, x22, [x11, #0x20]\n"
    "mov z0.d, z24.d\n"
    "mov z15.d, z8.d\n"
    "ldp x21, x20, [x11, #0x30]\n"
    "ld1b { z21.h }, p3/Z, [x27, x7]\n"
    "mov z1.d, z24.d\n"
    "mov z5.d, z8.d\n"
    "ld1b { z22.h }, p3/Z, [x26, x7]\n"
    "ld1b { z11.h }, p3/Z, [x25, x7]\n"
    "mov z6.d, z24.d\n"
    ".inst 0x454d1863  // usublb z3.h, z3.b, z13.b\n"
    "ld1b { z20.h }, p3/Z, [x24, x7]\n"
    "ld1b { z27.h }, p3/Z, [x23, x7]\n"
    ".inst 0x454d1af7  // usublb z23.h, z23.b, z13.b\n"
    ".inst 0x454d18e7  // usublb z7.h, z7.b, z13.b\n"
    "ld1b { z28.h }, p3/Z, [x22, x7]\n"
    "ld1b { z16.h }, p3/Z, [x21, x7]\n"
    ".inst 0x454d1842  // usublb z2.h, z2.b, z13.b\n"
    ".inst 0x455a1ab5  // usublb z21.h, z21.b, z26.b\n"
    "ld1b { z31.h }, p3/Z, [x20, x7]\n"
    "ldr x9, [%x[params], %[offsetof_Params_requant_muls]]\n"
    ".inst 0x455a1ad6  // usublb z22.h, z22.b, z26.b\n"
    ".inst 0x455a196b  // usublb z11.h, z11.b, z26.b\n"
    "ldr x28, [%x[params], %[offsetof_Params_requant_shifts]]\n"
    "str x12, [%x[params], %[offsetof_Params_bias]]\n"
    ".inst 0x455a1a94  // usublb z20.h, z20.b, z26.b\n"
    ".inst 0x455a1b7b  // usublb z27.h, z27.b, z26.b\n"
    ".inst 0x455a1b9c  // usublb z28.h, z28.b, z26.b\n"
    ".inst 0x455a1a10  // usublb z16.h, z16.b, z26.b\n"
    ".inst 0x455a1bff  // usublb z31.h, z31.b, z26.b\n"
    "1:"  // Loop
    ".inst 0x448242a8  // smlalb z8.s, p4/M, z21.h, z2.h\n"
    "ldr x21, [x11, #0x58]\n"
    "ldr x20, [x11, #0x78]\n"
    ".inst 0x448246b8  // smlalt z24.s, p4/M, z21.h, z2.h\n"
    ".inst 0x449942c8  // smlalb z8.s, p4/M, z22.h, z25.h\n"
    "ld1b { z17.h }, p3/Z, [x21, x7]\n"
    "ld1b { z29.h }, p3/Z, [x20, x7]\n"
    ".inst 0x449742b2  // smlalb z18.s, p4/M, z21.h, z23.h\n"
    "ldr x21, [x11, #0x60]\n"
    "ldr x20, [x11, #0x80]\n"
    ".inst 0x448e42af  // smlalb z15.s, p4/M, z21.h, z14.h\n"
    ".inst 0x449942a5  // smlalb z5.s, p4/M, z21.h, z25.h\n"
    ".inst 0x449946d8  // smlalt z24.s, p4/M, z22.h, z25.h\n"
    ".inst 0x455a1a31  // usublb z17.h, z17.b, z26.b\n"
    ".inst 0x449e4168  // smlalb z8.s, p4/M, z11.h, z30.h\n"
    "ld1b { z22.h }, p3/Z, [x21, x7]\n"
    ".inst 0x455a1bbd  // usublb z29.h, z29.b, z26.b\n"
    ".inst 0x449746a0  // smlalt z0.s, p4/M, z21.h, z23.h\n"
    ".inst 0x448e46a1  // smlalt z1.s, p4/M, z21.h, z14.h\n"
    "ldr x21, [x11, #0x68]\n"
    ".inst 0x449946a6  // smlalt z6.s, p4/M, z21.h, z25.h\n"
    "ld1b { z21.h }, p3/Z, [x20, x7]\n"
    "ldr x20, [x11, #0x88]\n"
    ".inst 0x449e4292  // smlalb z18.s, p4/M, z20.h, z30.h\n"
    ".inst 0x4484422f  // smlalb z15.s, p4/M, z17.h, z4.h\n"
    ".inst 0x448a43a5  // smlalb z5.s, p4/M, z29.h, z10.h\n"
    ".inst 0x455a1ad6  // usublb z22.h, z22.b, z26.b\n"
    "ldr x22, [x11, #0x40]\n"
    ".inst 0x449e4578  // smlalt z24.s, p4/M, z11.h, z30.h\n"
    ".inst 0x455a1ab5  // usublb z21.h, z21.b, z26.b\n"
    ".inst 0x44844388  // smlalb z8.s, p4/M, z28.h, z4.h\n"
    "ld1b { z11.h }, p3/Z, [x21, x7]\n"
    ".inst 0x449e4680  // smlalt z0.s, p4/M, z20.h, z30.h\n"
    "ld1b { z20.h }, p3/Z, [x20, x7]\n"
    ".inst 0x44844621  // smlalt z1.s, p4/M, z17.h, z4.h\n"
    "ldr x21, [x11, #0x70]\n"
    ".inst 0x448a47a6  // smlalt z6.s, p4/M, z29.h, z10.h\n"
    "ldr x20, [x11, #0x98]\n"
    ".inst 0x448e4372  // smlalb z18.s, p4/M, z27.h, z14.h\n"
    "ldr x23, [x11, #0x50]\n"
    ".inst 0x449942cf  // smlalb z15.s, p4/M, z22.h, z25.h\n"
    ".inst 0x449e42a5  // smlalb z5.s, p4/M, z21.h, z30.h\n"
    ".inst 0x455a196b  // usublb z11.h, z11.b, z26.b\n"
    "ld1b { z17.h }, p3/Z, [x22, x7]\n"
    ".inst 0x44844798  // smlalt z24.s, p4/M, z28.h, z4.h\n"
    ".inst 0x455a1a94  // usublb z20.h, z20.b, z26.b\n"
    ".inst 0x448a4208  // smlalb z8.s, p4/M, z16.h, z10.h\n"
    "ld1b { z29.h }, p3/Z, [x21, x7]\n"
    "ld1b { z28.h }, p3/Z, [x20, x7]\n"
    ".inst 0x448e4760  // smlalt z0.s, p4/M, z27.h, z14.h\n"
    "ldr x22, [x11, #0x48]\n"
    ".inst 0x449946c1  // smlalt z1.s, p4/M, z22.h, z25.h\n"
    ".inst 0x449e46a6  // smlalt z6.s, p4/M, z21.h, z30.h\n"
    "ldr x21, [x11, #0x90]\n"
    "ldr x20, [x11, #0xa8]\n"
    ".inst 0x449943f2  // smlalb z18.s, p4/M, z31.h, z25.h\n"
    "ld1b { z27.h }, p3/Z, [x23, x7]\n"
    ".inst 0x448a416f  // smlalb z15.s, p4/M, z11.h, z10.h\n"
    ".inst 0x44834285  // smlalb z5.s, p4/M, z20.h, z3.h\n"
    ".inst 0x455a1a31  // usublb z17.h, z17.b, z26.b\n"
    ".inst 0x448a4618  // smlalt z24.s, p4/M, z16.h, z10.h\n"
    ".inst 0x455a1bbd  // usublb z29.h, z29.b, z26.b\n"
    ".inst 0x448e43e8  // smlalb z8.s, p4/M, z31.h, z14.h\n"
    "ld1b { z16.h }, p3/Z, [x22, x7]\n"
    ".inst 0x455a1b9c  // usublb z28.h, z28.b, z26.b\n"
    ".inst 0x449947e0  // smlalt z0.s, p4/M, z31.h, z25.h\n"
    "ld1b { z25.h }, p3/Z, [x21, x7]\n"
    ".inst 0x448a4561  // smlalt z1.s, p4/M, z11.h, z10.h\n"
    "ld1b { z11.h }, p3/Z, [x20, x7]\n"
    ".inst 0x455a1b7b  // usublb z27.h, z27.b, z26.b\n"
    ".inst 0x44834686  // smlalt z6.s, p4/M, z20.h, z3.h\n"
    "ldr x21, [x11, #0xa0]\n"
    "ldr x20, [x11, #0xb0]\n"
    ".inst 0x448a4232  // smlalb z18.s, p4/M, z17.h, z10.h\n"
    ".inst 0x449e43af  // smlalb z15.s, p4/M, z29.h, z30.h\n"
    ".inst 0x455a1a10  // usublb z16.h, z16.b, z26.b\n"
    ".inst 0x448e4385  // smlalb z5.s, p4/M, z28.h, z14.h\n"
    ".inst 0x448e47f8  // smlalt z24.s, p4/M, z31.h, z14.h\n"
    ".inst 0x455a1b39  // usublb z25.h, z25.b, z26.b\n"
    "ld1b { z20.h }, p3/Z, [x21, x7]\n"
    ".inst 0x455a196b  // usublb z11.h, z11.b, z26.b\n"
    ".inst 0x44834368  // smlalb z8.s, p4/M, z27.h, z3.h\n"
    "ld1b { z31.h }, p3/Z, [x20, x7]\n"
    ".inst 0x448a4620  // smlalt z0.s, p4/M, z17.h, z10.h\n"
    ".inst 0x449e47a1  // smlalt z1.s, p4/M, z29.h, z30.h\n"
    ".inst 0x448e4786  // smlalt z6.s, p4/M, z28.h, z14.h\n"
    "ldr x20, [x11, #0xb8]\n"
    ".inst 0x455a1a94  // usublb z20.h, z20.b, z26.b\n"
    ".inst 0x44834212  // smlalb z18.s, p4/M, z16.h, z3.h\n"
    ".inst 0x4497432f  // smlalb z15.s, p4/M, z25.h, z23.h\n"
    ".inst 0x455a1bff  // usublb z31.h, z31.b, z26.b\n"
    "ld1b { z30.h }, p3/Z, [x20, x7]\n"
    ".inst 0x44844165  // smlalb z5.s, p4/M, z11.h, z4.h\n"
    ".inst 0x44834778  // smlalt z24.s, p4/M, z27.h, z3.h\n"
    "ldr x20, [x11, #0xc0]\n"
    "ld1w { z17.s }, p2/Z, [x9]\n"
    ".inst 0x449742c8  // smlalb z8.s, p4/M, z22.h, z23.h\n"
    ".inst 0x44834600  // smlalt z0.s, p4/M, z16.h, z3.h\n"
    "ld1w { z14.s }, p1/Z, [x9, #1, MUL VL]\n"
    ".inst 0x455a1bde  // usublb z30.h, z30.b, z26.b\n"
    ".inst 0x44974721  // smlalt z1.s, p4/M, z25.h, z23.h\n"
    ".inst 0x44844566  // smlalt z6.s, p4/M, z11.h, z4.h\n"
    "ld1b { z25.h }, p3/Z, [x20, x7]\n"
    "uzp1 z10.s, z17.s, z14.s\n"
    ".inst 0x44844372  // smlalb z18.s, p4/M, z27.h, z4.h\n"
    ".inst 0x4487428f  // smlalb z15.s, p4/M, z20.h, z7.h\n"
    "uzp2 z14.s, z17.s, z14.s\n"
    "ld1w { z17.s }, p2/Z, [x28]\n"
    ".inst 0x448743e5  // smlalb z5.s, p4/M, z31.h, z7.h\n"
    ".inst 0x449746d8  // smlalt z24.s, p4/M, z22.h, z23.h\n"
    "ld1w { z16.s }, p1/Z, [x28, #1, MUL VL]\n"
    ".inst 0x455a1b39  // usublb z25.h, z25.b, z26.b\n"
    ".inst 0x448743a8  // smlalb z8.s, p4/M, z29.h, z7.h\n"
    ".inst 0x44844760  // smlalt z0.s, p4/M, z27.h, z4.h\n"
    "uzp1 z4.s, z17.s, z16.s\n"
    "inch x7\n"
    ".inst 0x44874681  // smlalt z1.s, p4/M, z20.h, z7.h\n"
    ".inst 0x448747e6  // smlalt z6.s, p4/M, z31.h, z7.h\n"
    ".inst 0x04aa7508  // sqrdmulh z8.s, z8.s, z10.s\n"
    "whilelt p0.h, x10, x8\n"
    ".inst 0x448742b2  // smlalb z18.s, p4/M, z21.h, z7.h\n"
    ".inst 0x4483416f  // smlalb z15.s, p4/M, z11.h, z3.h\n"
    "uzp2 z22.s, z17.s, z16.s\n"
    "mov x20, x7\n"
    ".inst 0x449743c5  // smlalb z5.s, p4/M, z30.h, z23.h\n"
    ".inst 0x448747b8  // smlalt z24.s, p4/M, z29.h, z7.h\n"
    "and z17.d, z8.d, z4.d\n"
    "inch x17\n"
    ".inst 0x448746a0  // smlalt z0.s, p4/M, z21.h, z7.h\n"
    ".inst 0x44834561  // smlalt z1.s, p4/M, z11.h, z3.h\n"
    ".inst 0x04ae7718  // sqrdmulh z24.s, z24.s, z14.s\n"
    "incw x20\n"
    ".inst 0x449747c6  // smlalt z6.s, p4/M, z30.h, z23.h\n"
    ".inst 0x44824392  // smlalb z18.s, p4/M, z28.h, z2.h\n"
    "asr z17.s, z17.s, #0x1f\n"
    "whilelt p2.s, x7, x8\n"
    ".inst 0x448243cf  // smlalb z15.s, p4/M, z30.h, z2.h\n"
    ".inst 0x44824325  // smlalb z5.s, p4/M, z25.h, z2.h\n"
    "and z16.d, z24.d, z22.d\n"
    "whilelt p1.s, x20, x8\n"
    ".inst 0x44824780  // smlalt z0.s, p4/M, z28.h, z2.h\n"
    ".inst 0x448247c1  // smlalt z1.s, p4/M, z30.h, z2.h\n"
    ".inst 0x04aa7652  // sqrdmulh z18.s, z18.s, z10.s\n"
    "ldr x20, [%x[params], %[offsetof_Params_bias]]\n"
    ".inst 0x44824726  // smlalt z6.s, p4/M, z25.h, z2.h\n"
    ".inst 0x04aa75ef  // sqrdmulh z15.s, z15.s, z10.s\n"
    "whilelt p3.h, x7, x8\n"
    "addvl x9, x9, #2\n"
    ".inst 0x04aa74a5  // sqrdmulh z5.s, z5.s, z10.s\n"
    "sqadd z8.s, z8.s, z17.s\n"
    ".inst 0x44829088  // srshl z8.s, p4/M, z8.s, z4.s\n"
    "addvl x28, x28, #2\n"
    "asr z16.s, z16.s, #0x1f\n"
    "and z21.d, z18.d, z4.d\n"
    ".inst 0x04ae7400  // sqrdmulh z0.s, z0.s, z14.s\n"
    "and z20.d, z15.d, z4.d\n"
    ".inst 0x04ae7421  // sqrdmulh z1.s, z1.s, z14.s\n"
    "and z28.d, z5.d, z4.d\n"
    ".inst 0x04ae74c6  // sqrdmulh z6.s, z6.s, z14.s\n"
    "sqadd z24.s, z24.s, z16.s\n"
    ".inst 0x448292d8  // srshl z24.s, p4/M, z24.s, z22.s\n"
    "asr z21.s, z21.s, #0x1f\n"
    "and z25.d, z0.d, z22.d\n"
    "asr z20.s, z20.s, #0x1f\n"
    "and z17.d, z1.d, z22.d\n"
    "asr z28.s, z28.s, #0x1f\n"
    "and z16.d, z6.d, z22.d\n"
    "sqadd z18.s, z18.s, z21.s\n"
    "asr z25.s, z25.s, #0x1f\n"
    ".inst 0x44829092  // srshl z18.s, p4/M, z18.s, z4.s\n"
    "sqadd z15.s, z15.s, z20.s\n"
    "asr z17.s, z17.s, #0x1f\n"
    ".inst 0x4482908f  // srshl z15.s, p4/M, z15.s, z4.s\n"
    "sqadd z5.s, z5.s, z28.s\n"
    "asr z16.s, z16.s, #0x1f\n"
    ".inst 0x44829085  // srshl z5.s, p4/M, z5.s, z4.s\n"
    "sqadd z0.s, z0.s, z25.s\n"
    "sqadd z1.s, z1.s, z17.s\n"
    ".inst 0x448292c0  // srshl z0.s, p4/M, z0.s, z22.s\n"
    ".inst 0x448292c1  // srshl z1.s, p4/M, z1.s, z22.s\n"
    "sqadd z6.s, z6.s, z16.s\n"
    ".inst 0x45304108  // sqxtnb z8.h, z8.s\n"
    ".inst 0x448292c6  // srshl z6.s, p4/M, z6.s, z22.s\n"
    ".inst 0x45304252  // sqxtnb z18.h, z18.s\n"
    ".inst 0x453041ef  // sqxtnb z15.h, z15.s\n"
    ".inst 0x453040a5  // sqxtnb z5.h, z5.s\n"
    ".inst 0x45304708  // sqxtnt z8.h, z24.s\n"
    ".inst 0x45304412  // sqxtnt z18.h, z0.s\n"
    ".inst 0x4530442f  // sqxtnt z15.h, z1.s\n"
    ".inst 0x453044c5  // sqxtnt z5.h, z6.s\n"
    "sqadd z8.h, z8.h, z19.h\n"
    "smax z8.h, p4/M, z8.h, z12.h\n"
    "smin z8.h, p4/M, z8.h, z9.h\n"
    "sqadd z18.h, z18.h, z19.h\n"
    "sqadd z15.h, z15.h, z19.h\n"
    "smax z18.h, p4/M, z18.h, z12.h\n"
    "smax z15.h, p4/M, z15.h, z12.h\n"
    "sqadd z5.h, z5.h, z19.h\n"
    "smax z5.h, p4/M, z5.h, z12.h\n"
    "smin z18.h, p4/M, z18.h, z9.h\n"
    "st1b { z8.h }, p0, [x16, x10]\n"
    "smin z15.h, p4/M, z15.h, z9.h\n"
    "smin z5.h, p4/M, z5.h, z9.h\n"
    "st1b { z18.h }, p0, [x15, x10]\n"
    "st1b { z15.h }, p0, [x14, x10]\n"
    "st1b { z5.h }, p0, [x13, x10]\n"
    "ld1b { z25.h }, p4/Z, [x17]\n"
    "ld1b { z30.h }, p4/Z, [x17, #1, MUL VL]\n"
    "inch x10\n"
    "ld1b { z14.h }, p4/Z, [x17, #2, MUL VL]\n"
    "ld1b { z4.h }, p4/Z, [x17, #3, MUL VL]\n"
    ".inst 0x454d1b39  // usublb z25.h, z25.b, z13.b\n"
    ".inst 0x454d1bde  // usublb z30.h, z30.b, z13.b\n"
    "ld1b { z10.h }, p4/Z, [x17, #4, MUL VL]\n"
    "ld1b { z3.h }, p4/Z, [x17, #5, MUL VL]\n"
    ".inst 0x454d19ce  // usublb z14.h, z14.b, z13.b\n"
    ".inst 0x454d1884  // usublb z4.h, z4.b, z13.b\n"
    "ld1b { z23.h }, p4/Z, [x17, #6, MUL VL]\n"
    "ld1b { z7.h }, p4/Z, [x17, #7, MUL VL]\n"
    "inch x17, ALL, MUL #8\n"
    ".inst 0x454d194a  // usublb z10.h, z10.b, z13.b\n"
    "ld1w { z17.s }, p2/Z, [x20]\n"
    "ld1w { z16.s }, p1/Z, [x20, #1, MUL VL]\n"
    "uzp1 z8.s, z17.s, z16.s\n"
    "uzp2 z24.s, z17.s, z16.s\n"
    "ld1b { z2.h }, p4/Z, [x17]\n"
    "ldp x27, x26, [x11, #0x0]\n"
    "addvl x20, x20, #2\n"
    "str x20, [%x[params], %[offsetof_Params_bias]]\n"
    "ldp x25, x24, [x11, #0x10]\n"
    "ldp x23, x22, [x11, #0x20]\n"
    "mov z18.d, z8.d\n"
    "mov z0.d, z24.d\n"
    "ldp x21, x20, [x11, #0x30]\n"
    "ld1b { z21.h }, p3/Z, [x27, x7]\n"
    "mov z15.d, z8.d\n"
    "mov z1.d, z24.d\n"
    "ld1b { z22.h }, p3/Z, [x26, x7]\n"
    "ld1b { z11.h }, p3/Z, [x25, x7]\n"
    "mov z5.d, z8.d\n"
    "mov z6.d, z24.d\n"
    "ld1b { z20.h }, p3/Z, [x24, x7]\n"
    "ld1b { z27.h }, p3/Z, [x23, x7]\n"
    ".inst 0x454d1863  // usublb z3.h, z3.b, z13.b\n"
    ".inst 0x454d1af7  // usublb z23.h, z23.b, z13.b\n"
    "ld1b { z28.h }, p3/Z, [x22, x7]\n"
    "ld1b { z16.h }, p3/Z, [x21, x7]\n"
    ".inst 0x454d18e7  // usublb z7.h, z7.b, z13.b\n"
    ".inst 0x454d1842  // usublb z2.h, z2.b, z13.b\n"
    "ld1b { z31.h }, p3/Z, [x20, x7]\n"
    ".inst 0x455a1ab5  // usublb z21.h, z21.b, z26.b\n"
    ".inst 0x455a1ad6  // usublb z22.h, z22.b, z26.b\n"
    ".inst 0x455a196b  // usublb z11.h, z11.b, z26.b\n"
    ".inst 0x455a1a94  // usublb z20.h, z20.b, z26.b\n"
    ".inst 0x455a1b7b  // usublb z27.h, z27.b, z26.b\n"
    ".inst 0x455a1b9c  // usublb z28.h, z28.b, z26.b\n"
    ".inst 0x455a1a10  // usublb z16.h, z16.b, z26.b\n"
    ".inst 0x455a1bff  // usublb z31.h, z31.b, z26.b\n"
    "b.any 1b\n"
    :
    : [offsetof_Params_bias] "I" (offsetof(Params, bias)), [offsetof_Params_inptrs] "I" (offsetof(Params, inptrs)), [offsetof_Params_n_channels] "I" (offsetof(Params, n_channels)), [offsetof_Params_outptrs] "I" (offsetof(Params, outptrs)), [offsetof_Params_requant] "I" (offsetof(Params, requant)), [offsetof_Params_requant_muls] "I" (offsetof(Params, requant_muls)), [offsetof_Params_requant_shifts] "I" (offsetof(Params, requant_shifts)), [offsetof_Params_weights] "I" (offsetof(Params, weights)), [offsetof_Requantize32_a_offset] "I" (offsetof(arm_gemm::Requantize32, a_offset)), [offsetof_Requantize32_b_offset] "I" (offsetof(arm_gemm::Requantize32, b_offset)), [offsetof_Requantize32_c_offset] "I" (offsetof(arm_gemm::Requantize32, c_offset)), [offsetof_Requantize32_maxval] "I" (offsetof(arm_gemm::Requantize32, maxval)), [offsetof_Requantize32_minval] "I" (offsetof(arm_gemm::Requantize32, minval)), [params] "r" (&params)
    : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z15", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26", "z27", "z28", "z29", "z30", "z31"
  );
}

}  // namespace depthwise
}  // namespace arm_conv

#endif  // defined(ARM_COMPUTE_ENABLE_SVE)