aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp
blob: 313036876eabc968188fb3b730894dcc803dff20 (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
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
/*
 * Copyright (c) 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 <cstddef>
#include <cstdint>

#if defined(ARM_COMPUTE_ENABLE_SME2)

namespace arm_conv {
namespace depthwise {

void sme2_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst_indirect_impl(
  const __fp16 *const *const input_ptrs,
  __fp16 *const *const outptrs,
  const void *params,
  unsigned int n_channels,
  const __fp16 activation_min,
  const __fp16 activation_max
)
{
  struct Args
  {
    __fp16 *const *outptrs;
    const void *params;
    const __fp16 min, max;
    const __fp16 *inptrs[36];

    Args(
      const __fp16 *const *const input_ptrs,
      __fp16 *const *const outptrs,
      const void *const params,
      const __fp16 min,
      const __fp16 max
    ) : outptrs(outptrs), params(params), min(min), max(max)
    {
      inptrs[0] = input_ptrs[0];
      inptrs[1] = input_ptrs[1];
      inptrs[2] = input_ptrs[6];
      inptrs[3] = input_ptrs[7];
      inptrs[4] = input_ptrs[2];
      inptrs[5] = input_ptrs[8];
      inptrs[6] = input_ptrs[3];
      inptrs[7] = input_ptrs[4];
      inptrs[8] = input_ptrs[11];
      inptrs[9] = input_ptrs[12];
      inptrs[10] = input_ptrs[9];
      inptrs[11] = input_ptrs[10];
      inptrs[12] = input_ptrs[5];
      inptrs[13] = input_ptrs[13];
      inptrs[14] = input_ptrs[14];
      inptrs[15] = input_ptrs[15];
      inptrs[16] = input_ptrs[16];
      inptrs[17] = input_ptrs[17];
      inptrs[18] = input_ptrs[18];
      inptrs[19] = input_ptrs[19];
      inptrs[20] = input_ptrs[20];
      inptrs[21] = input_ptrs[21];
      inptrs[22] = input_ptrs[22];
      inptrs[23] = input_ptrs[23];
      inptrs[24] = input_ptrs[24];
      inptrs[25] = input_ptrs[25];
      inptrs[26] = input_ptrs[26];
      inptrs[27] = input_ptrs[27];
      inptrs[28] = input_ptrs[28];
      inptrs[29] = input_ptrs[29];
      inptrs[30] = input_ptrs[30];
      inptrs[31] = input_ptrs[31];
      inptrs[32] = input_ptrs[32];
      inptrs[33] = input_ptrs[33];
      inptrs[34] = input_ptrs[34];
      inptrs[35] = input_ptrs[35];

    }
  };

  Args params_struct(input_ptrs, outptrs, params,
                     activation_min, activation_max);

  __asm__ __volatile__(
    "ldr x20, [%x[params_struct], %[offsetof_args_outptrs]]\n"
    "add x16, %x[params_struct], %[offsetof_Args_inptrs]\n"
    ".inst 0xd503477f  // SMSTART ZA\n"
    "mov x15, #0x0\n"
    "ldr x14, [%x[params_struct], %[offsetof_args_params]]\n"
    ".inst 0x25207810  // ptrue pn8.b\n"
    "whilelt p3.h, XZR, %x[n_channels]\n"
    "ptrue p2.b\n"
    "cnth x13\n"
    "ldp x12, x11, [x20, #0x0]\n"
    "ldp x10, x9, [x20, #0x10]\n"
    "cmp x13, %x[n_channels]\n"
    "ld1rh { z18.h }, p2/Z, [%x[params_struct], %[offsetof_args_min]]\n"
    "sub x28, XZR, x13\n"
    "ldp x27, x26, [x16, #0x0]\n"
    "ld1h { z17.h }, p2/Z, [x14]\n"
    "addvl x14, x14, #1\n"
    "ldp x25, x24, [x16, #0x10]\n"
    ".inst 0xa040a1c0  // ld1h { z0.h-z3.h }, pn8.b/Z, [x14]\n"
    "addvl x14, x14, #4\n"
    "ldp x23, x22, [x16, #0x20]\n"
    "ld1rh { z16.h }, p2/Z, [%x[params_struct], %[offsetof_args_max]]\n"
    "ld1h { z5.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ldp x21, x20, [x16, #0x30]\n"
    "ld1h { z6.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldp x27, x26, [x16, #0x40]\n"
    "ld1h { z4.h }, p2/Z, [x14]\n"
    "addvl x14, x14, #1\n"
    "ld1h { z7.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ld1h { z8.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ld1h { z9.h }, p3/Z, [x23, x15, LSL #1]\n"
    "ld1h { z13.h }, p3/Z, [x22, x15, LSL #1]\n"
    "ld1h { z11.h }, p3/Z, [x21, x15, LSL #1]\n"
    "ld1h { z12.h }, p3/Z, [x20, x15, LSL #1]\n"
    "ld1h { z10.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ld1h { z14.h }, p3/Z, [x26, x15, LSL #1]\n"
    "bge 2f\n"
    "1:"  // Channel loop
    "movprfx z28, z17\n fmla z28.h, p2/M, z0.h, z5.h\n"
    "movprfx z29, z17\n fmla z29.h, p2/M, z0.h, z6.h\n"
    "ldr x25, [x16, #0x50]\n"
    "whilelt p1.h, x13, %x[n_channels]\n"
    "movprfx z30, z17\n fmla z30.h, p2/M, z0.h, z7.h\n"
    "movprfx z31, z17\n fmla z31.h, p2/M, z0.h, z8.h\n"
    "ldr x24, [x16, #0x58]\n"
    "ld1h { z0.h }, p2/Z, [x14]\n"
    "ldr x23, [x16, #0x60]\n"
    "inch x28\n"
    "mov p0.b, p3.b\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x22, [x16, #0x68]\n"
    "fmla z28.h, p2/M, z1.h, z6.h\n"
    "fmla z29.h, p2/M, z1.h, z9.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x21, [x16, #0x70]\n"
    "fmla z30.h, p2/M, z1.h, z8.h\n"
    "fmla z31.h, p2/M, z1.h, z13.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #1, MUL VL]\n"
    "ldr x20, [x16, #0x78]\n"
    "ldr x27, [x16, #0x80]\n"
    "fmla z28.h, p2/M, z2.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x23, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z2.h, z11.h\n"
    "ldr x26, [x16, #0x88]\n"
    "fmla z30.h, p2/M, z2.h, z13.h\n"
    "fmla z31.h, p2/M, z2.h, z5.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #2, MUL VL]\n"
    "ldr x25, [x16, #0x90]\n"
    "ldr x24, [x16, #0x98]\n"
    "fmla z28.h, p2/M, z3.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x22, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z3.h, z12.h\n"
    "ldr x23, [x16, #0xa0]\n"
    "fmla z30.h, p2/M, z3.h, z5.h\n"
    "fmla z31.h, p2/M, z3.h, z6.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #3, MUL VL]\n"
    "ldr x22, [x16, #0xa8]\n"
    "fmla z28.h, p2/M, z4.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x21, x15, LSL #1]\n"
    "ldr x21, [x16, #0xb0]\n"
    "fmla z29.h, p2/M, z4.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x20, x15, LSL #1]\n"
    "ldr x20, [x16, #0xb8]\n"
    "fmla z30.h, p2/M, z4.h, z6.h\n"
    "fmla z31.h, p2/M, z4.h, z10.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #4, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z7.h\n"
    "fmla z29.h, p2/M, z0.h, z8.h\n"
    "fmla z30.h, p2/M, z0.h, z14.h\n"
    "fmla z31.h, p2/M, z0.h, z11.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #5, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z8.h\n"
    "ld1h { z8.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldr x26, [x16, #0xc8]\n"
    "fmla z29.h, p2/M, z1.h, z13.h\n"
    "fmla z30.h, p2/M, z1.h, z11.h\n"
    "fmla z31.h, p2/M, z1.h, z12.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #6, MUL VL]\n"
    "fmla z28.h, p2/M, z2.h, z13.h\n"
    "ld1h { z13.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ldr x27, [x16, #0xc0]\n"
    "fmla z29.h, p2/M, z2.h, z5.h\n"
    "fmla z30.h, p2/M, z2.h, z12.h\n"
    "fmla z31.h, p2/M, z2.h, z9.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #7, MUL VL]\n"
    "addvl x14, x14, #16\n"
    "ld1h { z17.h }, p2/Z, [x14, #4, MUL VL]\n"
    "fmla z28.h, p2/M, z3.h, z5.h\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x25, [x16, #0xd0]\n"
    "fmla z29.h, p2/M, z3.h, z6.h\n"
    "fmla z30.h, p2/M, z3.h, z9.h\n"
    "fmla z31.h, p2/M, z3.h, z13.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #-8, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z6.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x24, [x16, #0xd8]\n"
    "fmla z29.h, p2/M, z4.h, z10.h\n"
    "ld1h { z10.h }, p3/Z, [x23, x15, LSL #1]\n"
    "ldr x23, [x16, #0xe0]\n"
    "fmla z30.h, p2/M, z4.h, z13.h\n"
    "fmla z31.h, p2/M, z4.h, z8.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #-7, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z14.h\n"
    "ld1h { z14.h }, p3/Z, [x20, x15, LSL #1]\n"
    "ldr x20, [x16, #0xf8]\n"
    "fmla z29.h, p2/M, z0.h, z11.h\n"
    "fmla z30.h, p2/M, z0.h, z5.h\n"
    "fmla z31.h, p2/M, z0.h, z6.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #-6, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x22, x15, LSL #1]\n"
    "ldr x22, [x16, #0xe8]\n"
    "fmla z29.h, p2/M, z1.h, z12.h\n"
    "fmla z30.h, p2/M, z1.h, z6.h\n"
    "fmla z31.h, p2/M, z1.h, z10.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #-5, MUL VL]\n"
    "fmla z28.h, p2/M, z2.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x21, x15, LSL #1]\n"
    "ldr x21, [x16, #0xf0]\n"
    "fmla z29.h, p2/M, z2.h, z9.h\n"
    "fmla z30.h, p2/M, z2.h, z10.h\n"
    "fmla z31.h, p2/M, z2.h, z11.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #-4, MUL VL]\n"
    "fmla z28.h, p2/M, z3.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ldr x27, [x16, #0x100]\n"
    "fmla z29.h, p2/M, z3.h, z13.h\n"
    "fmla z30.h, p2/M, z3.h, z11.h\n"
    "fmla z31.h, p2/M, z3.h, z12.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #-3, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z13.h\n"
    "ld1h { z13.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldr x26, [x16, #0x108]\n"
    "fmla z29.h, p2/M, z4.h, z8.h\n"
    "ld1h { z8.h }, p3/Z, [x23, x15, LSL #1]\n"
    "fmla z30.h, p2/M, z4.h, z12.h\n"
    "fmla z31.h, p2/M, z4.h, z14.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #-2, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z5.h\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x25, [x16, #0x110]\n"
    "fmla z29.h, p2/M, z0.h, z6.h\n"
    "fmla z30.h, p2/M, z0.h, z9.h\n"
    "fmla z31.h, p2/M, z0.h, z13.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #-1, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z6.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x24, [x16, #0x118]\n"
    "fmla z29.h, p2/M, z1.h, z10.h\n"
    "fmla z30.h, p2/M, z1.h, z13.h\n"
    "fmla z31.h, p2/M, z1.h, z5.h\n"
    "ld1h { z1.h }, p2/Z, [x14]\n"
    "fmla z28.h, p2/M, z2.h, z10.h\n"
    "ld1h { z10.h }, p3/Z, [x22, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z2.h, z11.h\n"
    "fmla z30.h, p2/M, z2.h, z5.h\n"
    "fmla z31.h, p2/M, z2.h, z6.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #1, MUL VL]\n"
    "fmla z28.h, p2/M, z3.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x21, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z3.h, z12.h\n"
    "fmla z30.h, p2/M, z3.h, z6.h\n"
    "fmla z31.h, p2/M, z3.h, z8.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #2, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x20, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z4.h, z14.h\n"
    "fmla z30.h, p2/M, z4.h, z8.h\n"
    "fmla z31.h, p2/M, z4.h, z10.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #3, MUL VL]\n"
    "addvl x14, x14, #5\n"
    "fmla z28.h, p2/M, z0.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x27, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z0.h, z13.h\n"
    "fmla z30.h, p2/M, z0.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldp x27, x26, [x16, #0x0]\n"
    "fmla z31.h, p2/M, z0.h, z12.h\n"
    "fmla z28.h, p2/M, z1.h, z13.h\n"
    "fmla z29.h, p2/M, z1.h, z5.h\n"
    "fmla z30.h, p2/M, z1.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x25, x15, LSL #1]\n"
    "fmla z31.h, p2/M, z1.h, z9.h\n"
    "fmla z28.h, p2/M, z2.h, z5.h\n"
    "ld1h { z5.h }, p1/Z, [x27, x13, LSL #1]\n"
    "fmla z29.h, p2/M, z2.h, z6.h\n"
    "fmla z30.h, p2/M, z2.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldp x25, x24, [x16, #0x10]\n"
    "ldp x23, x22, [x16, #0x20]\n"
    "inch x15\n"
    "ldp x21, x20, [x16, #0x30]\n"
    "whilelt p3.h, x15, %x[n_channels]\n"
    "fmla z31.h, p2/M, z2.h, z11.h\n"
    "fmla z28.h, p2/M, z3.h, z6.h\n"
    "ld1h { z6.h }, p1/Z, [x26, x13, LSL #1]\n"
    "ldp x27, x26, [x16, #0x40]\n"
    "fmla z29.h, p2/M, z3.h, z8.h\n"
    "fmla z30.h, p2/M, z3.h, z11.h\n"
    "ld1h { z7.h }, p1/Z, [x25, x13, LSL #1]\n"
    "ld1h { z13.h }, p1/Z, [x22, x13, LSL #1]\n"
    "fmla z31.h, p2/M, z3.h, z12.h\n"
    "fmla z28.h, p2/M, z4.h, z8.h\n"
    "ld1h { z8.h }, p1/Z, [x24, x13, LSL #1]\n"
    "fmla z29.h, p2/M, z4.h, z10.h\n"
    "fmla z30.h, p2/M, z4.h, z12.h\n"
    "ld1h { z11.h }, p1/Z, [x21, x13, LSL #1]\n"
    "ld1h { z12.h }, p1/Z, [x20, x13, LSL #1]\n"
    "fmla z31.h, p2/M, z4.h, z9.h\n"
    "ld1h { z9.h }, p1/Z, [x23, x13, LSL #1]\n"
    "ld1h { z10.h }, p1/Z, [x27, x13, LSL #1]\n"
    "ld1h { z14.h }, p1/Z, [x26, x13, LSL #1]\n"
    "inch x13\n"
    ".inst 0xa040a1c0  // ld1h { z0.h-z3.h }, pn8.b/Z, [x14]\n"
    "addvl x14, x14, #4\n"
    "cmp x13, %x[n_channels]\n"
    ".inst 0xc170ca5c  // fclamp { z28.h-z31.h }, z18.h, z16.h\n"
    "ld1h { z4.h }, p2/Z, [x14]\n"
    "addvl x14, x14, #1\n"
    "st1h { z28.h }, p0, [x12, x28, LSL #1]\n"
    "st1h { z29.h }, p0, [x11, x28, LSL #1]\n"
    "st1h { z30.h }, p0, [x10, x28, LSL #1]\n"
    "st1h { z31.h }, p0, [x9, x28, LSL #1]\n"
    "blt 1b\n"
    "2:"  // Channel tail
    "movprfx z28, z17\n fmla z28.h, p2/M, z0.h, z5.h\n"
    "movprfx z29, z17\n fmla z29.h, p2/M, z0.h, z6.h\n"
    "ldr x25, [x16, #0x50]\n"
    "inch x28\n"
    "movprfx z30, z17\n fmla z30.h, p2/M, z0.h, z7.h\n"
    "movprfx z31, z17\n fmla z31.h, p2/M, z0.h, z8.h\n"
    "ldr x24, [x16, #0x58]\n"
    "ld1h { z0.h }, p2/Z, [x14]\n"
    "ldr x23, [x16, #0x60]\n"
    "mov p0.b, p3.b\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x22, [x16, #0x68]\n"
    "fmla z28.h, p2/M, z1.h, z6.h\n"
    "fmla z29.h, p2/M, z1.h, z9.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x21, [x16, #0x70]\n"
    "fmla z30.h, p2/M, z1.h, z8.h\n"
    "fmla z31.h, p2/M, z1.h, z13.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #1, MUL VL]\n"
    "ldr x20, [x16, #0x78]\n"
    "ldr x27, [x16, #0x80]\n"
    "fmla z28.h, p2/M, z2.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x23, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z2.h, z11.h\n"
    "ldr x26, [x16, #0x88]\n"
    "fmla z30.h, p2/M, z2.h, z13.h\n"
    "fmla z31.h, p2/M, z2.h, z5.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #2, MUL VL]\n"
    "ldr x25, [x16, #0x90]\n"
    "ldr x24, [x16, #0x98]\n"
    "fmla z28.h, p2/M, z3.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x22, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z3.h, z12.h\n"
    "ldr x23, [x16, #0xa0]\n"
    "fmla z30.h, p2/M, z3.h, z5.h\n"
    "fmla z31.h, p2/M, z3.h, z6.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #3, MUL VL]\n"
    "ldr x22, [x16, #0xa8]\n"
    "fmla z28.h, p2/M, z4.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x21, x15, LSL #1]\n"
    "ldr x21, [x16, #0xb0]\n"
    "fmla z29.h, p2/M, z4.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x20, x15, LSL #1]\n"
    "ldr x20, [x16, #0xb8]\n"
    "fmla z30.h, p2/M, z4.h, z6.h\n"
    "fmla z31.h, p2/M, z4.h, z10.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #4, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z7.h\n"
    "fmla z29.h, p2/M, z0.h, z8.h\n"
    "fmla z30.h, p2/M, z0.h, z14.h\n"
    "fmla z31.h, p2/M, z0.h, z11.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #5, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z8.h\n"
    "ld1h { z8.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldr x26, [x16, #0xc8]\n"
    "fmla z29.h, p2/M, z1.h, z13.h\n"
    "fmla z30.h, p2/M, z1.h, z11.h\n"
    "fmla z31.h, p2/M, z1.h, z12.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #6, MUL VL]\n"
    "fmla z28.h, p2/M, z2.h, z13.h\n"
    "ld1h { z13.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ldr x27, [x16, #0xc0]\n"
    "fmla z29.h, p2/M, z2.h, z5.h\n"
    "fmla z30.h, p2/M, z2.h, z12.h\n"
    "fmla z31.h, p2/M, z2.h, z9.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #7, MUL VL]\n"
    "addvl x14, x14, #16\n"
    "fmla z28.h, p2/M, z3.h, z5.h\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x25, [x16, #0xd0]\n"
    "fmla z29.h, p2/M, z3.h, z6.h\n"
    "fmla z30.h, p2/M, z3.h, z9.h\n"
    "fmla z31.h, p2/M, z3.h, z13.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #-8, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z6.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x24, [x16, #0xd8]\n"
    "fmla z29.h, p2/M, z4.h, z10.h\n"
    "ld1h { z10.h }, p3/Z, [x23, x15, LSL #1]\n"
    "ldr x23, [x16, #0xe0]\n"
    "fmla z30.h, p2/M, z4.h, z13.h\n"
    "fmla z31.h, p2/M, z4.h, z8.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #-7, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z14.h\n"
    "ld1h { z14.h }, p3/Z, [x20, x15, LSL #1]\n"
    "ldr x20, [x16, #0xf8]\n"
    "fmla z29.h, p2/M, z0.h, z11.h\n"
    "fmla z30.h, p2/M, z0.h, z5.h\n"
    "fmla z31.h, p2/M, z0.h, z6.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #-6, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x22, x15, LSL #1]\n"
    "ldr x22, [x16, #0xe8]\n"
    "fmla z29.h, p2/M, z1.h, z12.h\n"
    "fmla z30.h, p2/M, z1.h, z6.h\n"
    "fmla z31.h, p2/M, z1.h, z10.h\n"
    "ld1h { z1.h }, p2/Z, [x14, #-5, MUL VL]\n"
    "fmla z28.h, p2/M, z2.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x21, x15, LSL #1]\n"
    "ldr x21, [x16, #0xf0]\n"
    "fmla z29.h, p2/M, z2.h, z9.h\n"
    "fmla z30.h, p2/M, z2.h, z10.h\n"
    "fmla z31.h, p2/M, z2.h, z11.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #-4, MUL VL]\n"
    "fmla z28.h, p2/M, z3.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x27, x15, LSL #1]\n"
    "ldr x27, [x16, #0x100]\n"
    "fmla z29.h, p2/M, z3.h, z13.h\n"
    "fmla z30.h, p2/M, z3.h, z11.h\n"
    "fmla z31.h, p2/M, z3.h, z12.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #-3, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z13.h\n"
    "ld1h { z13.h }, p3/Z, [x26, x15, LSL #1]\n"
    "ldr x26, [x16, #0x108]\n"
    "fmla z29.h, p2/M, z4.h, z8.h\n"
    "ld1h { z8.h }, p3/Z, [x23, x15, LSL #1]\n"
    "fmla z30.h, p2/M, z4.h, z12.h\n"
    "fmla z31.h, p2/M, z4.h, z14.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #-2, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z5.h\n"
    "ld1h { z5.h }, p3/Z, [x25, x15, LSL #1]\n"
    "ldr x25, [x16, #0x110]\n"
    "fmla z29.h, p2/M, z0.h, z6.h\n"
    "fmla z30.h, p2/M, z0.h, z9.h\n"
    "fmla z31.h, p2/M, z0.h, z13.h\n"
    "ld1h { z0.h }, p2/Z, [x14, #-1, MUL VL]\n"
    "fmla z28.h, p2/M, z1.h, z6.h\n"
    "ld1h { z6.h }, p3/Z, [x24, x15, LSL #1]\n"
    "ldr x24, [x16, #0x118]\n"
    "fmla z29.h, p2/M, z1.h, z10.h\n"
    "fmla z30.h, p2/M, z1.h, z13.h\n"
    "fmla z31.h, p2/M, z1.h, z5.h\n"
    "ld1h { z1.h }, p2/Z, [x14]\n"
    "fmla z28.h, p2/M, z2.h, z10.h\n"
    "ld1h { z10.h }, p3/Z, [x22, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z2.h, z11.h\n"
    "fmla z30.h, p2/M, z2.h, z5.h\n"
    "fmla z31.h, p2/M, z2.h, z6.h\n"
    "ld1h { z2.h }, p2/Z, [x14, #1, MUL VL]\n"
    "fmla z28.h, p2/M, z3.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x21, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z3.h, z12.h\n"
    "fmla z30.h, p2/M, z3.h, z6.h\n"
    "fmla z31.h, p2/M, z3.h, z8.h\n"
    "ld1h { z3.h }, p2/Z, [x14, #2, MUL VL]\n"
    "fmla z28.h, p2/M, z4.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x20, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z4.h, z14.h\n"
    "fmla z30.h, p2/M, z4.h, z8.h\n"
    "fmla z31.h, p2/M, z4.h, z10.h\n"
    "ld1h { z4.h }, p2/Z, [x14, #3, MUL VL]\n"
    "fmla z28.h, p2/M, z0.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x27, x15, LSL #1]\n"
    "fmla z29.h, p2/M, z0.h, z13.h\n"
    "fmla z30.h, p2/M, z0.h, z11.h\n"
    "ld1h { z11.h }, p3/Z, [x26, x15, LSL #1]\n"
    "fmla z31.h, p2/M, z0.h, z12.h\n"
    "fmla z28.h, p2/M, z1.h, z13.h\n"
    "fmla z29.h, p2/M, z1.h, z5.h\n"
    "fmla z30.h, p2/M, z1.h, z12.h\n"
    "ld1h { z12.h }, p3/Z, [x25, x15, LSL #1]\n"
    "fmla z31.h, p2/M, z1.h, z9.h\n"
    "fmla z28.h, p2/M, z2.h, z5.h\n"
    "fmla z29.h, p2/M, z2.h, z6.h\n"
    "fmla z30.h, p2/M, z2.h, z9.h\n"
    "ld1h { z9.h }, p3/Z, [x24, x15, LSL #1]\n"
    "fmla z31.h, p2/M, z2.h, z11.h\n"
    "fmla z28.h, p2/M, z3.h, z6.h\n"
    "fmla z29.h, p2/M, z3.h, z8.h\n"
    "fmla z30.h, p2/M, z3.h, z11.h\n"
    "fmla z31.h, p2/M, z3.h, z12.h\n"
    "fmla z28.h, p2/M, z4.h, z8.h\n"
    "fmla z29.h, p2/M, z4.h, z10.h\n"
    "fmla z30.h, p2/M, z4.h, z12.h\n"
    "fmla z31.h, p2/M, z4.h, z9.h\n"
    ".inst 0xc170ca5c  // fclamp { z28.h-z31.h }, z18.h, z16.h\n"
    "st1h { z28.h }, p0, [x12, x28, LSL #1]\n"
    "st1h { z29.h }, p0, [x11, x28, LSL #1]\n"
    "st1h { z30.h }, p0, [x10, x28, LSL #1]\n"
    "st1h { z31.h }, p0, [x9, x28, LSL #1]\n"
    ".inst 0xd503467f  // SMSTOP\n"
    :
    : [n_channels] "r" ((unsigned long) n_channels), [offsetof_Args_inptrs] "I" (offsetof(Args, inptrs)), [offsetof_args_max] "I" (offsetof(Args, max)), [offsetof_args_min] "I" (offsetof(Args, min)), [offsetof_args_outptrs] "I" (offsetof(Args, outptrs)), [offsetof_args_params] "I" (offsetof(Args, params)), [params_struct] "r" (&params_struct)
    : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "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_SME2)