xref: /aosp_15_r20/external/ComputeLibrary/src/cpu/kernels/activation/generic/neon/lut.cpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1 /*
2  * Copyright (c) 2022 Arm Limited.
3  *
4  * SPDX-License-Identifier: MIT
5  *
6  * Permission is hereby granted, free of charge, to any person obtaining a copy
7  * of this software and associated documentation files (the "Software"), to
8  * deal in the Software without restriction, including without limitation the
9  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10  * sell copies of the Software, and to permit persons to whom the Software is
11  * furnished to do so, subject to the following conditions:
12  *
13  * The above copyright notice and this permission notice shall be included in all
14  * copies or substantial portions of the Software.
15  *
16  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22  * SOFTWARE.
23  */
24 
25 #include "arm_compute/core/Helpers.h"
26 
27 #include <arm_neon.h>
28 #include <cstdint>
29 
30 namespace arm_compute
31 {
32 namespace cpu
33 {
34 namespace
35 {
36 #ifdef __aarch64__
37 
substitute_bytes_neon(const uint8_t * table,size_t num_strings,size_t string_length,const uint8_t * const * input,uint8_t * const * output)38 void substitute_bytes_neon(
39     const uint8_t        *table,
40     size_t                num_strings,
41     size_t                string_length,
42     const uint8_t *const *input,
43     uint8_t *const       *output)
44 {
45     __asm__ __volatile__(
46         "ldr q16, [%x[table], #0x0]\n"
47         "ldr q17, [%x[table], #0x10]\n"
48         "mov x22, #0x0\n"
49         "ldr q18, [%x[table], #0x20]\n"
50         "ldr q19, [%x[table], #0x30]\n"
51         "ldr q20, [%x[table], #0x40]\n"
52         "ldr q21, [%x[table], #0x50]\n"
53         "ldr q22, [%x[table], #0x60]\n"
54         "ldr q23, [%x[table], #0x70]\n"
55         "ldr q24, [%x[table], #0x80]\n"
56         "ldr q25, [%x[table], #0x90]\n"
57         "ldr q26, [%x[table], #0xa0]\n"
58         "ldr q27, [%x[table], #0xb0]\n"
59         "ldr q28, [%x[table], #0xc0]\n"
60         "ldr q29, [%x[table], #0xd0]\n"
61         "ldr q30, [%x[table], #0xe0]\n"
62         "ldr q31, [%x[table], #0xf0]\n"
63         "1:" // string loop
64         "ldr x21, [%x[input], x22, LSL #0x3]\n"
65         "ldr x20, [%x[output], x22, LSL #0x3]\n"
66         "movi v12.16b, #0x40\n"
67         "movi v11.16b, #0x80\n"
68         "movi v10.16b, #0xc0\n"
69         "mov x19, %x[string_length]\n"
70         "2:" // 4 rounds: width loop
71         "cmp x19, #0x30\n"
72         "bge 27f\n"
73         "tbz x19, #5, 10f\n"
74         "ld1 { v9.16b }, [x21], #0x10\n"
75         "ld1 { v13.16b }, [x21], #0x10\n"
76         "tbz x19, #3, 6f\n"
77         "ldr d14, [x21], #0x8\n"
78         "tbz x19, #2, 4f\n"
79         "ld1 { v14.s }[2], [x21], #0x4\n"
80         "tbz x19, #1, 3f\n"
81         "ld1 { v14.h }[6], [x21], #0x2\n"
82         "tbz x19, #0, 26f\n"
83         "ld1 { v14.b }[14], [x21]\n"
84         "b 26f\n"
85         "3:" // 4 rounds: Partial load: partial_1_44
86         "tbz x19, #0, 26f\n"
87         "ld1 { v14.b }[12], [x21]\n"
88         "b 26f\n"
89         "4:" // 4 rounds: Partial load: partial_2_40
90         "tbz x19, #1, 5f\n"
91         "ld1 { v14.h }[4], [x21], #0x2\n"
92         "tbz x19, #0, 26f\n"
93         "ld1 { v14.b }[10], [x21]\n"
94         "b 26f\n"
95         "5:" // 4 rounds: Partial load: partial_1_40
96         "tbz x19, #0, 26f\n"
97         "ld1 { v14.b }[8], [x21]\n"
98         "b 26f\n"
99         "6:" // 4 rounds: Partial load: partial_4_32
100         "tbz x19, #2, 8f\n"
101         "ldr s14, [x21], #0x4\n"
102         "tbz x19, #1, 7f\n"
103         "ld1 { v14.h }[2], [x21], #0x2\n"
104         "tbz x19, #0, 26f\n"
105         "ld1 { v14.b }[6], [x21]\n"
106         "b 26f\n"
107         "7:" // 4 rounds: Partial load: partial_1_36
108         "tbz x19, #0, 26f\n"
109         "ld1 { v14.b }[4], [x21]\n"
110         "b 26f\n"
111         "8:" // 4 rounds: Partial load: partial_2_32
112         "tbz x19, #1, 9f\n"
113         "ldr h14, [x21], #0x2\n"
114         "tbz x19, #0, 26f\n"
115         "ld1 { v14.b }[2], [x21]\n"
116         "b 26f\n"
117         "9:" // 4 rounds: Partial load: partial_1_32
118         "tbz x19, #0, 26f\n"
119         "ldr b14, [x21, #0x0]\n"
120         "b 26f\n"
121         "10:" // 4 rounds: Partial load: partial_16_0
122         "tbz x19, #4, 18f\n"
123         "ld1 { v9.16b }, [x21], #0x10\n"
124         "tbz x19, #3, 14f\n"
125         "ldr d13, [x21], #0x8\n"
126         "tbz x19, #2, 12f\n"
127         "ld1 { v13.s }[2], [x21], #0x4\n"
128         "tbz x19, #1, 11f\n"
129         "ld1 { v13.h }[6], [x21], #0x2\n"
130         "tbz x19, #0, 26f\n"
131         "ld1 { v13.b }[14], [x21]\n"
132         "b 26f\n"
133         "11:" // 4 rounds: Partial load: partial_1_28
134         "tbz x19, #0, 26f\n"
135         "ld1 { v13.b }[12], [x21]\n"
136         "b 26f\n"
137         "12:" // 4 rounds: Partial load: partial_2_24
138         "tbz x19, #1, 13f\n"
139         "ld1 { v13.h }[4], [x21], #0x2\n"
140         "tbz x19, #0, 26f\n"
141         "ld1 { v13.b }[10], [x21]\n"
142         "b 26f\n"
143         "13:" // 4 rounds: Partial load: partial_1_24
144         "tbz x19, #0, 26f\n"
145         "ld1 { v13.b }[8], [x21]\n"
146         "b 26f\n"
147         "14:" // 4 rounds: Partial load: partial_4_16
148         "tbz x19, #2, 16f\n"
149         "ldr s13, [x21], #0x4\n"
150         "tbz x19, #1, 15f\n"
151         "ld1 { v13.h }[2], [x21], #0x2\n"
152         "tbz x19, #0, 26f\n"
153         "ld1 { v13.b }[6], [x21]\n"
154         "b 26f\n"
155         "15:" // 4 rounds: Partial load: partial_1_20
156         "tbz x19, #0, 26f\n"
157         "ld1 { v13.b }[4], [x21]\n"
158         "b 26f\n"
159         "16:" // 4 rounds: Partial load: partial_2_16
160         "tbz x19, #1, 17f\n"
161         "ldr h13, [x21], #0x2\n"
162         "tbz x19, #0, 26f\n"
163         "ld1 { v13.b }[2], [x21]\n"
164         "b 26f\n"
165         "17:" // 4 rounds: Partial load: partial_1_16
166         "tbz x19, #0, 26f\n"
167         "ldr b13, [x21, #0x0]\n"
168         "b 26f\n"
169         "18:" // 4 rounds: Partial load: partial_8_0
170         "tbz x19, #3, 22f\n"
171         "ldr d9, [x21], #0x8\n"
172         "tbz x19, #2, 20f\n"
173         "ld1 { v9.s }[2], [x21], #0x4\n"
174         "tbz x19, #1, 19f\n"
175         "ld1 { v9.h }[6], [x21], #0x2\n"
176         "tbz x19, #0, 26f\n"
177         "ld1 { v9.b }[14], [x21]\n"
178         "b 26f\n"
179         "19:" // 4 rounds: Partial load: partial_1_12
180         "tbz x19, #0, 26f\n"
181         "ld1 { v9.b }[12], [x21]\n"
182         "b 26f\n"
183         "20:" // 4 rounds: Partial load: partial_2_8
184         "tbz x19, #1, 21f\n"
185         "ld1 { v9.h }[4], [x21], #0x2\n"
186         "tbz x19, #0, 26f\n"
187         "ld1 { v9.b }[10], [x21]\n"
188         "b 26f\n"
189         "21:" // 4 rounds: Partial load: partial_1_8
190         "tbz x19, #0, 26f\n"
191         "ld1 { v9.b }[8], [x21]\n"
192         "b 26f\n"
193         "22:" // 4 rounds: Partial load: partial_4_0
194         "tbz x19, #2, 24f\n"
195         "ldr s9, [x21], #0x4\n"
196         "tbz x19, #1, 23f\n"
197         "ld1 { v9.h }[2], [x21], #0x2\n"
198         "tbz x19, #0, 26f\n"
199         "ld1 { v9.b }[6], [x21]\n"
200         "b 26f\n"
201         "23:" // 4 rounds: Partial load: partial_1_4
202         "tbz x19, #0, 26f\n"
203         "ld1 { v9.b }[4], [x21]\n"
204         "b 26f\n"
205         "24:" // 4 rounds: Partial load: partial_2_0
206         "tbz x19, #1, 25f\n"
207         "ldr h9, [x21], #0x2\n"
208         "tbz x19, #0, 26f\n"
209         "ld1 { v9.b }[2], [x21]\n"
210         "b 26f\n"
211         "25:" // 4 rounds: Partial load: partial_1_0
212         "ldr b9, [x21, #0x0]\n"
213         "26:" // 4 rounds: Partial load: Done
214         "b 28f\n"
215         "27:" // 4 rounds: Full load
216         "ldr q9, [x21, #0x0]\n"
217         "ldr q13, [x21, #0x10]\n"
218         "ldr q14, [x21, #0x20]\n"
219         "add x21, x21, #0x30\n"
220         "28:" // 4 rounds: Load done
221         "sub v8.16b, v9.16b, v12.16b\n"
222         "sub v7.16b, v9.16b, v11.16b\n"
223         "tbl v8.16b, { v20.16b, v21.16b, v22.16b, v23.16b }, v8.16b\n"
224         "sub v6.16b, v9.16b, v10.16b\n"
225         "sub v5.16b, v13.16b, v12.16b\n"
226         "tbl v9.16b, { v16.16b, v17.16b, v18.16b, v19.16b }, v9.16b\n"
227         "sub v4.16b, v13.16b, v11.16b\n"
228         "sub v3.16b, v13.16b, v10.16b\n"
229         "tbl v7.16b, { v24.16b, v25.16b, v26.16b, v27.16b }, v7.16b\n"
230         "sub v2.16b, v14.16b, v12.16b\n"
231         "sub v1.16b, v14.16b, v11.16b\n"
232         "tbl v6.16b, { v28.16b, v29.16b, v30.16b, v31.16b }, v6.16b\n"
233         "sub v0.16b, v14.16b, v10.16b\n"
234         "tbl v13.16b, { v16.16b, v17.16b, v18.16b, v19.16b }, v13.16b\n"
235         "tbl v5.16b, { v20.16b, v21.16b, v22.16b, v23.16b }, v5.16b\n"
236         "tbl v4.16b, { v24.16b, v25.16b, v26.16b, v27.16b }, v4.16b\n"
237         "tbl v3.16b, { v28.16b, v29.16b, v30.16b, v31.16b }, v3.16b\n"
238         "orr v9.16b, v9.16b, v8.16b\n"
239         "tbl v14.16b, { v16.16b, v17.16b, v18.16b, v19.16b }, v14.16b\n"
240         "tbl v2.16b, { v20.16b, v21.16b, v22.16b, v23.16b }, v2.16b\n"
241         "orr v7.16b, v7.16b, v6.16b\n"
242         "tbl v1.16b, { v24.16b, v25.16b, v26.16b, v27.16b }, v1.16b\n"
243         "tbl v0.16b, { v28.16b, v29.16b, v30.16b, v31.16b }, v0.16b\n"
244         "orr v13.16b, v13.16b, v5.16b\n"
245         "orr v4.16b, v4.16b, v3.16b\n"
246         "orr v14.16b, v14.16b, v2.16b\n"
247         "cmp x19, #0x30\n"
248         "orr v1.16b, v1.16b, v0.16b\n"
249         "orr v9.16b, v9.16b, v7.16b\n"
250         "orr v13.16b, v13.16b, v4.16b\n"
251         "orr v14.16b, v14.16b, v1.16b\n"
252         "bge 53f\n"
253         "tbz x19, #5, 36f\n"
254         "st1 { v9.16b }, [x20], #0x10\n"
255         "st1 { v13.16b }, [x20], #0x10\n"
256         "tbz x19, #3, 32f\n"
257         "str d14, [x20], #0x8\n"
258         "tbz x19, #2, 30f\n"
259         "st1 { v14.s }[2], [x20], #0x4\n"
260         "tbz x19, #1, 29f\n"
261         "st1 { v14.h }[6], [x20], #0x2\n"
262         "tbz x19, #0, 52f\n"
263         "st1 { v14.b }[14], [x20]\n"
264         "b 52f\n"
265         "29:" // 4 rounds: Partial writeback: partial_1_44
266         "tbz x19, #0, 52f\n"
267         "st1 { v14.b }[12], [x20]\n"
268         "b 52f\n"
269         "30:" // 4 rounds: Partial writeback: partial_2_40
270         "tbz x19, #1, 31f\n"
271         "st1 { v14.h }[4], [x20], #0x2\n"
272         "tbz x19, #0, 52f\n"
273         "st1 { v14.b }[10], [x20]\n"
274         "b 52f\n"
275         "31:" // 4 rounds: Partial writeback: partial_1_40
276         "tbz x19, #0, 52f\n"
277         "st1 { v14.b }[8], [x20]\n"
278         "b 52f\n"
279         "32:" // 4 rounds: Partial writeback: partial_4_32
280         "tbz x19, #2, 34f\n"
281         "str s14, [x20], #0x4\n"
282         "tbz x19, #1, 33f\n"
283         "st1 { v14.h }[2], [x20], #0x2\n"
284         "tbz x19, #0, 52f\n"
285         "st1 { v14.b }[6], [x20]\n"
286         "b 52f\n"
287         "33:" // 4 rounds: Partial writeback: partial_1_36
288         "tbz x19, #0, 52f\n"
289         "st1 { v14.b }[4], [x20]\n"
290         "b 52f\n"
291         "34:" // 4 rounds: Partial writeback: partial_2_32
292         "tbz x19, #1, 35f\n"
293         "str h14, [x20], #0x2\n"
294         "tbz x19, #0, 52f\n"
295         "st1 { v14.b }[2], [x20]\n"
296         "b 52f\n"
297         "35:" // 4 rounds: Partial writeback: partial_1_32
298         "tbz x19, #0, 52f\n"
299         "str b14, [x20, #0x0]\n"
300         "b 52f\n"
301         "36:" // 4 rounds: Partial writeback: partial_16_0
302         "tbz x19, #4, 44f\n"
303         "st1 { v9.16b }, [x20], #0x10\n"
304         "tbz x19, #3, 40f\n"
305         "str d13, [x20], #0x8\n"
306         "tbz x19, #2, 38f\n"
307         "st1 { v13.s }[2], [x20], #0x4\n"
308         "tbz x19, #1, 37f\n"
309         "st1 { v13.h }[6], [x20], #0x2\n"
310         "tbz x19, #0, 52f\n"
311         "st1 { v13.b }[14], [x20]\n"
312         "b 52f\n"
313         "37:" // 4 rounds: Partial writeback: partial_1_28
314         "tbz x19, #0, 52f\n"
315         "st1 { v13.b }[12], [x20]\n"
316         "b 52f\n"
317         "38:" // 4 rounds: Partial writeback: partial_2_24
318         "tbz x19, #1, 39f\n"
319         "st1 { v13.h }[4], [x20], #0x2\n"
320         "tbz x19, #0, 52f\n"
321         "st1 { v13.b }[10], [x20]\n"
322         "b 52f\n"
323         "39:" // 4 rounds: Partial writeback: partial_1_24
324         "tbz x19, #0, 52f\n"
325         "st1 { v13.b }[8], [x20]\n"
326         "b 52f\n"
327         "40:" // 4 rounds: Partial writeback: partial_4_16
328         "tbz x19, #2, 42f\n"
329         "str s13, [x20], #0x4\n"
330         "tbz x19, #1, 41f\n"
331         "st1 { v13.h }[2], [x20], #0x2\n"
332         "tbz x19, #0, 52f\n"
333         "st1 { v13.b }[6], [x20]\n"
334         "b 52f\n"
335         "41:" // 4 rounds: Partial writeback: partial_1_20
336         "tbz x19, #0, 52f\n"
337         "st1 { v13.b }[4], [x20]\n"
338         "b 52f\n"
339         "42:" // 4 rounds: Partial writeback: partial_2_16
340         "tbz x19, #1, 43f\n"
341         "str h13, [x20], #0x2\n"
342         "tbz x19, #0, 52f\n"
343         "st1 { v13.b }[2], [x20]\n"
344         "b 52f\n"
345         "43:" // 4 rounds: Partial writeback: partial_1_16
346         "tbz x19, #0, 52f\n"
347         "str b13, [x20, #0x0]\n"
348         "b 52f\n"
349         "44:" // 4 rounds: Partial writeback: partial_8_0
350         "tbz x19, #3, 48f\n"
351         "str d9, [x20], #0x8\n"
352         "tbz x19, #2, 46f\n"
353         "st1 { v9.s }[2], [x20], #0x4\n"
354         "tbz x19, #1, 45f\n"
355         "st1 { v9.h }[6], [x20], #0x2\n"
356         "tbz x19, #0, 52f\n"
357         "st1 { v9.b }[14], [x20]\n"
358         "b 52f\n"
359         "45:" // 4 rounds: Partial writeback: partial_1_12
360         "tbz x19, #0, 52f\n"
361         "st1 { v9.b }[12], [x20]\n"
362         "b 52f\n"
363         "46:" // 4 rounds: Partial writeback: partial_2_8
364         "tbz x19, #1, 47f\n"
365         "st1 { v9.h }[4], [x20], #0x2\n"
366         "tbz x19, #0, 52f\n"
367         "st1 { v9.b }[10], [x20]\n"
368         "b 52f\n"
369         "47:" // 4 rounds: Partial writeback: partial_1_8
370         "tbz x19, #0, 52f\n"
371         "st1 { v9.b }[8], [x20]\n"
372         "b 52f\n"
373         "48:" // 4 rounds: Partial writeback: partial_4_0
374         "tbz x19, #2, 50f\n"
375         "str s9, [x20], #0x4\n"
376         "tbz x19, #1, 49f\n"
377         "st1 { v9.h }[2], [x20], #0x2\n"
378         "tbz x19, #0, 52f\n"
379         "st1 { v9.b }[6], [x20]\n"
380         "b 52f\n"
381         "49:" // 4 rounds: Partial writeback: partial_1_4
382         "tbz x19, #0, 52f\n"
383         "st1 { v9.b }[4], [x20]\n"
384         "b 52f\n"
385         "50:" // 4 rounds: Partial writeback: partial_2_0
386         "tbz x19, #1, 51f\n"
387         "str h9, [x20], #0x2\n"
388         "tbz x19, #0, 52f\n"
389         "st1 { v9.b }[2], [x20]\n"
390         "b 52f\n"
391         "51:" // 4 rounds: Partial writeback: partial_1_0
392         "str b9, [x20, #0x0]\n"
393         "52:" // 4 rounds: Partial writeback: Done
394         "b 54f\n"
395         "53:" // 4 rounds: Full writeback
396         "str q9, [x20, #0x0]\n"
397         "str q13, [x20, #0x10]\n"
398         "str q14, [x20, #0x20]\n"
399         "add x20, x20, #0x30\n"
400         "54:" // 4 rounds: Writeback done
401         "subs x19, x19, #0x30\n"
402         "bgt 2b\n"
403         "add x22, x22, #0x1\n"
404         "cmp x22, %x[num_strings]\n"
405         "bne 1b\n"
406         :
407         : [input] "r"(input), [num_strings] "r"(num_strings), [output] "r"(output), [string_length] "r"(string_length), [table] "r"(table)
408         : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "x19", "x20", "x21", "x22");
409 }
410 
411 #endif // __aarch64__
412 } // namespace
413 
414 #ifdef __aarch64__
neon_q8_activation_lut(const ITensor * src,ITensor * dst,const ActivationLayerInfo & act_info,const Window & window)415 void neon_q8_activation_lut(const ITensor *src, ITensor *dst, const ActivationLayerInfo &act_info, const Window &window)
416 {
417     ARM_COMPUTE_ERROR_ON(!ActivationLayerInfo::is_lut_supported(act_info.activation(), src->info()->data_type()));
418     const auto window_end_x = window.x().end();
419     Window win_collapsed = window.collapse_if_possible(window, Window::DimZ);
420     win_collapsed.set(Window::DimX, Window::Dimension(0, 1, 1));
421     Iterator input(src, win_collapsed);
422     Iterator output(dst, win_collapsed);
423     execute_window_loop(win_collapsed, [&](const Coordinates &)
424     {
425         const auto input_ptr  = reinterpret_cast<const uint8_t *>(input.ptr());
426         auto       output_ptr = reinterpret_cast<uint8_t *>(output.ptr());
427         substitute_bytes_neon(act_info.lut().data(), 1u, window_end_x, &input_ptr, &output_ptr);
428     },
429     input, output);
430 }
431 #endif // __aarch64__
432 } // namespace cpu
433 } // namespace arm_compute
434