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
|
/*
* Copyright (c) 2024 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.
*/
#pragma once
#if defined(ARM_COMPUTE_ENABLE_SVE)
namespace {
void sve_transpose_interleave_2VL_2x4_fp32bf16(bfloat16 *out, const float *in, size_t width, size_t in_stride, size_t height)
{
float *pad_row = reinterpret_cast<float *>(alloca(width * sizeof(float)));
if (height % 4) {
memset(pad_row, 0, width * sizeof(float));
}
size_t out_stride = 2 * roundup<size_t>(height, 4) * get_vector_length<uint32_t>();
__asm__ __volatile__(
"ptrue p1.b\n"
"1:" // Main row loop: Head
"mov x26, %x[in]\n"
"mov x25, %x[width]\n"
"cnth x24\n"
"cmp %x[height], #0x3\n"
"mov x23, %x[out]\n"
"add x22, x26, %x[in_stride]\n"
"add x21, x22, %x[in_stride]\n"
"add x20, x21, %x[in_stride]\n"
"add %x[in], x20, %x[in_stride]\n"
"csel x20, x20, %x[pad_row], GT\n"
"csel x21, x21, %x[pad_row], GE\n"
"cmp %x[height], #0x1\n"
"csel x22, x22, %x[pad_row], GT\n"
"cmp x25, x24\n"
"sub %x[height], %x[height], #0x4\n"
"blt 3f\n"
"2:" // Main row loop: Unroll column loop
"ld1w { z18.s }, p1/Z, [x26]\n"
"ld1w { z17.s }, p1/Z, [x21]\n"
"sub x25, x25, x24\n"
"ld1w { z21.s }, p1/Z, [x26, #1, MUL VL]\n"
"ld1w { z16.s }, p1/Z, [x21, #1, MUL VL]\n"
"cmp x25, x24\n"
"addvl x26, x26, #2\n"
"ld1w { z26.s }, p1/Z, [x22]\n"
"ld1w { z20.s }, p1/Z, [x20]\n"
"addvl x21, x21, #2\n"
"zip1 z19.s, z18.s, z17.s\n"
"zip2 z18.s, z18.s, z17.s\n"
"ld1w { z25.s }, p1/Z, [x22, #1, MUL VL]\n"
"ld1w { z24.s }, p1/Z, [x20, #1, MUL VL]\n"
"addvl x22, x22, #2\n"
"zip1 z17.s, z21.s, z16.s\n"
"zip2 z16.s, z21.s, z16.s\n"
"addvl x20, x20, #2\n"
".inst 0x658aa677 // bfcvt z23.h, p1/M, z19.s\n"
"zip1 z22.s, z26.s, z20.s\n"
".inst 0x658aa655 // bfcvt z21.h, p1/M, z18.s\n"
"zip2 z20.s, z26.s, z20.s\n"
".inst 0x658aa633 // bfcvt z19.h, p1/M, z17.s\n"
"zip1 z18.s, z25.s, z24.s\n"
".inst 0x658aa611 // bfcvt z17.h, p1/M, z16.s\n"
"zip2 z16.s, z25.s, z24.s\n"
".inst 0x648aa6d7 // bfcvtnt z23.h, p1/M, z22.s\n"
".inst 0x648aa695 // bfcvtnt z21.h, p1/M, z20.s\n"
".inst 0x648aa653 // bfcvtnt z19.h, p1/M, z18.s\n"
".inst 0x648aa611 // bfcvtnt z17.h, p1/M, z16.s\n"
"st1h { z23.h }, p1, [x23]\n"
"st1h { z21.h }, p1, [x23, #1, MUL VL]\n"
"add x23, x23, %x[out_stride]\n"
"st1h { z19.h }, p1, [x23]\n"
"st1h { z17.h }, p1, [x23, #1, MUL VL]\n"
"add x23, x23, %x[out_stride]\n"
"bge 2b\n"
"3:" // Main row loop: Unroll column loop skip
"cbz x25, 5f\n"
"4:" // Main row loop: Column loop
"whilelt p0.s, XZR, x25\n"
"decd x25, ALL, MUL #2\n"
"ld1w { z19.s }, p0/Z, [x26]\n"
"addvl x26, x26, #1\n"
"ld1w { z16.s }, p0/Z, [x21]\n"
"addvl x21, x21, #1\n"
"ld1w { z20.s }, p0/Z, [x22]\n"
"addvl x22, x22, #1\n"
"ld1w { z18.s }, p0/Z, [x20]\n"
"addvl x20, x20, #1\n"
"cmp x25, #0x0\n"
"zip1 z17.s, z19.s, z16.s\n"
"zip2 z16.s, z19.s, z16.s\n"
"zip1 z19.s, z20.s, z18.s\n"
"zip2 z18.s, z20.s, z18.s\n"
".inst 0x658aa631 // bfcvt z17.h, p1/M, z17.s\n"
".inst 0x658aa610 // bfcvt z16.h, p1/M, z16.s\n"
".inst 0x648aa671 // bfcvtnt z17.h, p1/M, z19.s\n"
".inst 0x648aa650 // bfcvtnt z16.h, p1/M, z18.s\n"
"st1h { z17.h }, p1, [x23]\n"
"st1h { z16.h }, p1, [x23, #1, MUL VL]\n"
"add x23, x23, %x[out_stride]\n"
"bgt 4b\n"
"5:" // Main row loop: Column loop skip
"cmp %x[height], #0x1\n"
"addvl %x[out], %x[out], #2\n"
"bge 1b\n"
: [height] "+&r" (height), [in] "+&r" (in), [out] "+&r" (out)
: [in_stride] "r" (in_stride), [out_stride] "r" (out_stride), [pad_row] "r" (pad_row), [width] "r" (width)
: "cc", "memory", "p0", "p1", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26"
);
}
} // anonymous namespace
template<>
void Transform<2, 4, true, VLType::SVE>(
bfloat16 *out, const float *in, int stride, int x0, int xmax, int k0, int kmax)
{
sve_transpose_interleave_2VL_2x4_fp32bf16(
out,
in + k0 * stride + x0,
(xmax-x0),
stride * sizeof(float),
(kmax-k0)
);
}
#endif // defined(ARM_COMPUTE_ENABLE_SVE)
|
