aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst/generic_indirect.cpp
blob: d5fbb6baee0e391fae9106e755224d1cb035d4e4 (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
/*
 * 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 <cstddef>
#include <cstdint>

#if defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)

namespace arm_conv {
namespace depthwise {

void sve_fp16_nhwc_3x3_s2_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[25];

    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[12];
      inptrs[1] = input_ptrs[0];
      inptrs[2] = input_ptrs[1];
      inptrs[3] = input_ptrs[3];
      inptrs[4] = input_ptrs[4];
      inptrs[5] = input_ptrs[5];
      inptrs[6] = input_ptrs[6];
      inptrs[7] = input_ptrs[2];
      inptrs[8] = input_ptrs[8];
      inptrs[9] = input_ptrs[9];
      inptrs[10] = input_ptrs[7];
      inptrs[11] = input_ptrs[15];
      inptrs[12] = input_ptrs[10];
      inptrs[13] = input_ptrs[16];
      inptrs[14] = input_ptrs[11];
      inptrs[15] = input_ptrs[18];
      inptrs[16] = input_ptrs[13];
      inptrs[17] = input_ptrs[19];
      inptrs[18] = input_ptrs[20];
      inptrs[19] = input_ptrs[14];
      inptrs[20] = input_ptrs[21];
      inptrs[21] = input_ptrs[17];
      inptrs[22] = input_ptrs[23];
      inptrs[23] = input_ptrs[22];
      inptrs[24] = input_ptrs[24];

    }
  };

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

  __asm__ __volatile__(
    "ptrue p3.b\n"
    "ldr x20, [%x[params_struct], %[offsetof_args_outptrs]]\n"
    "ldr x16, [%x[params_struct], %[offsetof_args_params]]\n"
    "add x15, %x[params_struct], %[offsetof_Args_inptrs]\n"
    "cnth x14\n"
    "ldp x13, x12, [x20, #0x0]\n"
    "ldp x11, x10, [x20, #0x10]\n"
    "mov x9, #0x0\n"
    "whilelt p2.h, XZR, %x[n_channels]\n"
    "ld1h { z20.h }, p3/Z, [x16]\n"
    "ld1h { z0.h }, p3/Z, [x16, #1, MUL VL]\n"
    "cmp x14, %x[n_channels]\n"
    "ld1h { z1.h }, p3/Z, [x16, #2, MUL VL]\n"
    "ld1h { z2.h }, p3/Z, [x16, #3, MUL VL]\n"
    "sub x28, XZR, x14\n"
    "ld1h { z3.h }, p3/Z, [x16, #4, MUL VL]\n"
    "ld1h { z4.h }, p3/Z, [x16, #5, MUL VL]\n"
    "ld1h { z5.h }, p3/Z, [x16, #6, MUL VL]\n"
    "ld1h { z6.h }, p3/Z, [x16, #7, MUL VL]\n"
    "addvl x16, x16, #16\n"
    "ldp x27, x26, [x15, #0x0]\n"
    "ldp x25, x24, [x15, #0x10]\n"
    "ldp x23, x22, [x15, #0x20]\n"
    "ldp x21, x20, [x15, #0x30]\n"
    "ld1rh { z26.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n"
    "ld1rh { z25.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n"
    "ld1h { z7.h }, p3/Z, [x16, #-8, MUL VL]\n"
    "ld1h { z8.h }, p3/Z, [x16, #-7, MUL VL]\n"
    "addvl x16, x16, #-6\n"
    "ld1h { z9.h }, p2/Z, [x27, x9, LSL #1]\n"
    "ld1h { z10.h }, p2/Z, [x26, x9, LSL #1]\n"
    "ld1h { z11.h }, p2/Z, [x25, x9, LSL #1]\n"
    "ld1h { z12.h }, p2/Z, [x24, x9, LSL #1]\n"
    "ld1h { z13.h }, p2/Z, [x23, x9, LSL #1]\n"
    "ld1h { z14.h }, p2/Z, [x22, x9, LSL #1]\n"
    "ld1h { z15.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "bge 2f\n"
    "1:"  // Channel loop
    "movprfx z24, z20\n fmla z24.h, p3/M, z8.h, z9.h\n"
    "movprfx z23, z20\n fmla z23.h, p3/M, z6.h, z9.h\n"
    "ldr x21, [x15, #0x40]\n"
    "ldr x20, [x15, #0x48]\n"
    "fmla z24.h, p3/M, z0.h, z10.h\n"
    "fmla z23.h, p3/M, z1.h, z12.h\n"
    "ld1h { z18.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x20, [x15, #0x50]\n"
    "fmla z24.h, p3/M, z1.h, z11.h\n"
    "fmla z23.h, p3/M, z2.h, z13.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z19.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z24.h, p3/M, z3.h, z14.h\n"
    "fmla z23.h, p3/M, z0.h, z16.h\n"
    "ldr x20, [x15, #0x58]\n"
    "ldr x22, [x15, #0x78]\n"
    "fmla z24.h, p3/M, z4.h, z15.h\n"
    "fmla z23.h, p3/M, z4.h, z17.h\n"
    "ld1h { z17.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0x60]\n"
    "fmla z24.h, p3/M, z2.h, z16.h\n"
    "fmla z23.h, p3/M, z5.h, z18.h\n"
    "ldr x20, [x15, #0x80]\n"
    "ld1h { z18.h }, p2/Z, [x21, x9, LSL #1]\n"
    "movprfx z22, z20\n fmla z22.h, p3/M, z2.h, z9.h\n"
    "movprfx z21, z20\n fmla z21.h, p3/M, z0.h, z9.h\n"
    "ld1h { z20.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0x68]\n"
    "fmla z24.h, p3/M, z5.h, z19.h\n"
    "fmla z23.h, p3/M, z3.h, z19.h\n"
    "ld1h { z16.h }, p2/Z, [x22, x9, LSL #1]\n"
    "ldr x20, [x15, #0x88]\n"
    "fmla z22.h, p3/M, z3.h, z17.h\n"
    "fmla z21.h, p3/M, z4.h, z16.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z0.h, z18.h\n"
    "fmla z21.h, p3/M, z1.h, z20.h\n"
    "ldr x21, [x15, #0x70]\n"
    "ldr x20, [x15, #0x98]\n"
    "fmla z22.h, p3/M, z4.h, z17.h\n"
    "fmla z21.h, p3/M, z5.h, z16.h\n"
    "ld1h { z16.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z19.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z24.h, p3/M, z6.h, z18.h\n"
    "ldr x21, [x15, #0x90]\n"
    "ldr x20, [x15, #0xa8]\n"
    "fmla z22.h, p3/M, z1.h, z16.h\n"
    "fmla z21.h, p3/M, z2.h, z19.h\n"
    "fmla z24.h, p3/M, z7.h, z16.h\n"
    "ld1h { z16.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z18.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0xa0]\n"
    "ldr x20, [x15, #0xb0]\n"
    "fmla z22.h, p3/M, z6.h, z16.h\n"
    "fmla z21.h, p3/M, z3.h, z18.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z7.h, z17.h\n"
    "fmla z21.h, p3/M, z7.h, z16.h\n"
    "ldr x20, [x15, #0xb8]\n"
    "fmla z23.h, p3/M, z7.h, z20.h\n"
    "ld1h { z17.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z5.h, z18.h\n"
    "ldr x20, [x15, #0xc0]\n"
    "fmla z21.h, p3/M, z6.h, z17.h\n"
    "fmla z23.h, p3/M, z8.h, z19.h\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z8.h, z17.h\n"
    "fmla z21.h, p3/M, z8.h, z16.h\n"
    "whilelt p1.h, x14, %x[n_channels]\n"
    "ldp x27, x26, [x15, #0x0]\n"
    "ldp x25, x24, [x15, #0x10]\n"
    "ldp x23, x22, [x15, #0x20]\n"
    "inch x9\n"
    "fmax z24.h, p3/M, z24.h, z26.h\n"
    "ldp x21, x20, [x15, #0x30]\n"
    "ld1h { z9.h }, p1/Z, [x27, x14, LSL #1]\n"
    "fmax z23.h, p3/M, z23.h, z26.h\n"
    "fmax z22.h, p3/M, z22.h, z26.h\n"
    "ld1h { z10.h }, p1/Z, [x26, x14, LSL #1]\n"
    "ld1h { z11.h }, p1/Z, [x25, x14, LSL #1]\n"
    "fmax z21.h, p3/M, z21.h, z26.h\n"
    "inch x28\n"
    "ld1h { z12.h }, p1/Z, [x24, x14, LSL #1]\n"
    "ld1h { z13.h }, p1/Z, [x23, x14, LSL #1]\n"
    "mov p0.b, p2.b\n"
    "whilelt p2.h, x9, %x[n_channels]\n"
    "ld1h { z14.h }, p1/Z, [x22, x14, LSL #1]\n"
    "ld1h { z15.h }, p1/Z, [x21, x14, LSL #1]\n"
    "fmin z24.h, p3/M, z24.h, z25.h\n"
    "fmin z23.h, p3/M, z23.h, z25.h\n"
    "ld1h { z16.h }, p1/Z, [x20, x14, LSL #1]\n"
    "inch x14\n"
    "ld1h { z20.h }, p3/Z, [x16]\n"
    "cmp x14, %x[n_channels]\n"
    "ld1h { z0.h }, p3/Z, [x16, #1, MUL VL]\n"
    "ld1h { z1.h }, p3/Z, [x16, #2, MUL VL]\n"
    "fmin z22.h, p3/M, z22.h, z25.h\n"
    "fmin z21.h, p3/M, z21.h, z25.h\n"
    "ld1h { z2.h }, p3/Z, [x16, #3, MUL VL]\n"
    "ld1h { z3.h }, p3/Z, [x16, #4, MUL VL]\n"
    "st1h { z24.h }, p0, [x13, x28, LSL #1]\n"
    "ld1h { z4.h }, p3/Z, [x16, #5, MUL VL]\n"
    "ld1h { z5.h }, p3/Z, [x16, #6, MUL VL]\n"
    "st1h { z23.h }, p0, [x12, x28, LSL #1]\n"
    "ld1h { z6.h }, p3/Z, [x16, #7, MUL VL]\n"
    "addvl x16, x16, #16\n"
    "st1h { z22.h }, p0, [x11, x28, LSL #1]\n"
    "ld1h { z7.h }, p3/Z, [x16, #-8, MUL VL]\n"
    "st1h { z21.h }, p0, [x10, x28, LSL #1]\n"
    "ld1h { z8.h }, p3/Z, [x16, #-7, MUL VL]\n"
    "addvl x16, x16, #-6\n"
    "blt 1b\n"
    "2:"  // Channel tail
    "movprfx z24, z20\n fmla z24.h, p3/M, z8.h, z9.h\n"
    "movprfx z23, z20\n fmla z23.h, p3/M, z6.h, z9.h\n"
    "ldr x21, [x15, #0x40]\n"
    "ldr x20, [x15, #0x48]\n"
    "fmla z24.h, p3/M, z0.h, z10.h\n"
    "fmla z23.h, p3/M, z1.h, z12.h\n"
    "ld1h { z18.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x20, [x15, #0x50]\n"
    "fmla z24.h, p3/M, z1.h, z11.h\n"
    "fmla z23.h, p3/M, z2.h, z13.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z19.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z24.h, p3/M, z3.h, z14.h\n"
    "fmla z23.h, p3/M, z0.h, z16.h\n"
    "ldr x20, [x15, #0x58]\n"
    "ldr x22, [x15, #0x78]\n"
    "fmla z24.h, p3/M, z4.h, z15.h\n"
    "fmla z23.h, p3/M, z4.h, z17.h\n"
    "ld1h { z17.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0x60]\n"
    "fmla z24.h, p3/M, z2.h, z16.h\n"
    "fmla z23.h, p3/M, z5.h, z18.h\n"
    "ldr x20, [x15, #0x80]\n"
    "ld1h { z18.h }, p2/Z, [x21, x9, LSL #1]\n"
    "movprfx z22, z20\n fmla z22.h, p3/M, z2.h, z9.h\n"
    "movprfx z21, z20\n fmla z21.h, p3/M, z0.h, z9.h\n"
    "ld1h { z20.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0x68]\n"
    "fmla z24.h, p3/M, z5.h, z19.h\n"
    "fmla z23.h, p3/M, z3.h, z19.h\n"
    "ld1h { z16.h }, p2/Z, [x22, x9, LSL #1]\n"
    "ldr x20, [x15, #0x88]\n"
    "fmla z22.h, p3/M, z3.h, z17.h\n"
    "fmla z21.h, p3/M, z4.h, z16.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z0.h, z18.h\n"
    "fmla z21.h, p3/M, z1.h, z20.h\n"
    "ldr x21, [x15, #0x70]\n"
    "ldr x20, [x15, #0x98]\n"
    "fmla z22.h, p3/M, z4.h, z17.h\n"
    "fmla z21.h, p3/M, z5.h, z16.h\n"
    "ld1h { z16.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z19.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z24.h, p3/M, z6.h, z18.h\n"
    "ldr x21, [x15, #0x90]\n"
    "ldr x20, [x15, #0xa8]\n"
    "fmla z22.h, p3/M, z1.h, z16.h\n"
    "fmla z21.h, p3/M, z2.h, z19.h\n"
    "fmla z24.h, p3/M, z7.h, z16.h\n"
    "ld1h { z16.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z18.h }, p2/Z, [x20, x9, LSL #1]\n"
    "ldr x21, [x15, #0xa0]\n"
    "ldr x20, [x15, #0xb0]\n"
    "fmla z22.h, p3/M, z6.h, z16.h\n"
    "fmla z21.h, p3/M, z3.h, z18.h\n"
    "ld1h { z17.h }, p2/Z, [x21, x9, LSL #1]\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z7.h, z17.h\n"
    "fmla z21.h, p3/M, z7.h, z16.h\n"
    "ldr x20, [x15, #0xb8]\n"
    "fmla z23.h, p3/M, z7.h, z20.h\n"
    "ld1h { z17.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z5.h, z18.h\n"
    "ldr x20, [x15, #0xc0]\n"
    "fmla z21.h, p3/M, z6.h, z17.h\n"
    "fmla z23.h, p3/M, z8.h, z19.h\n"
    "ld1h { z16.h }, p2/Z, [x20, x9, LSL #1]\n"
    "fmla z22.h, p3/M, z8.h, z17.h\n"
    "fmla z21.h, p3/M, z8.h, z16.h\n"
    "inch x28\n"
    "mov p0.b, p2.b\n"
    "fmax z24.h, p3/M, z24.h, z26.h\n"
    "fmax z23.h, p3/M, z23.h, z26.h\n"
    "fmax z22.h, p3/M, z22.h, z26.h\n"
    "fmax z21.h, p3/M, z21.h, z26.h\n"
    "fmin z24.h, p3/M, z24.h, z25.h\n"
    "fmin z23.h, p3/M, z23.h, z25.h\n"
    "st1h { z24.h }, p0, [x13, x28, LSL #1]\n"
    "fmin z22.h, p3/M, z22.h, z25.h\n"
    "fmin z21.h, p3/M, z21.h, z25.h\n"
    "st1h { z23.h }, p0, [x12, x28, LSL #1]\n"
    "st1h { z22.h }, p0, [x11, x28, LSL #1]\n"
    "st1h { z21.h }, p0, [x10, x28, LSL #1]\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", "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"
  );
}

}  // namespace depthwise
}  // namespace arm_conv

#endif  // defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)