381 lines
9.1 KiB
ArmAsm
381 lines
9.1 KiB
ArmAsm
//
|
|
// NEON_MNNConvRunForLineDepthwise_BF16.S
|
|
// MNN
|
|
//
|
|
// Created by MNN on 2021/03/09.
|
|
// Copyright © 2018-2021 Alibaba Group Holding Limited
|
|
//
|
|
|
|
#ifdef __aarch64__
|
|
|
|
#include "MNNAsmGlobal.h"
|
|
|
|
.text
|
|
.align 5
|
|
|
|
asm_function NEON_MNNConvRunForLineDepthwise_BF16
|
|
//void NEON_MNNConvRunForLineDepthwise_BF16(float* dst, const float* src, const float* weight, size_t width, size_t src_w_setup,
|
|
// size_t fw, size_t fh, size_t dilateX_step, size_t dilateY_step, size_t height, size_t srcHStep, size_t dstHStep)
|
|
|
|
//Auto Load:
|
|
//x0:dst, x1:src, x2:weight, x3:width, x4:src_w_setup, x5:fw, x6:fh, x7:dilate_x_step
|
|
|
|
//Load From sp:
|
|
//x8:dilate_y_step, x15: height, x10: srcHStep, x11:dstHStep
|
|
ldr x8, [sp, #0]
|
|
ldr x15, [sp, #8]
|
|
ldr x10, [sp, #16]
|
|
ldr x11, [sp, #24]
|
|
|
|
mov x9, #2 // sizeof(int16_t)
|
|
mul x4, x9, x4 // x4(src_w_setup in byte) = sizeof(int16_t) * src_w_setup
|
|
mul x7, x9, x7 // x7(dilate_x_step in byte) = sizeof(int16_t) * dilate_x_step
|
|
mul x8, x9, x8 // x8(dilate_y_step in byte) = sizeof(int16_t) * dilate_y_step
|
|
mul x10, x9, x10
|
|
mul x11, x9, x11
|
|
|
|
//dilate_y_step -> dilate_y_step - fw*dilate_x_step
|
|
mul x9, x5, x7
|
|
sub x8, x8, x9
|
|
|
|
LoopDY:
|
|
mov v4.d[0], x10
|
|
mov v4.d[1], x11
|
|
mov v5.d[0], x0
|
|
mov v5.d[1], x1
|
|
mov v6.d[0], x3
|
|
|
|
L16:
|
|
cmp x3, #16 // calculate 16 elements along width dim
|
|
blt L8
|
|
|
|
mov x12, #16
|
|
mul x12, x4, x12 // 16 * sizeof(int16_t) * src_w_setup
|
|
|
|
L16Loop:
|
|
movi v16.4s, #0
|
|
movi v17.4s, #0
|
|
movi v18.4s, #0
|
|
movi v19.4s, #0
|
|
movi v20.4s, #0
|
|
movi v21.4s, #0
|
|
movi v22.4s, #0
|
|
movi v23.4s, #0
|
|
movi v24.4s, #0
|
|
movi v25.4s, #0
|
|
movi v26.4s, #0
|
|
movi v27.4s, #0
|
|
movi v28.4s, #0
|
|
movi v29.4s, #0
|
|
movi v30.4s, #0
|
|
movi v31.4s, #0
|
|
|
|
mov x13, x1
|
|
mov x14, x2
|
|
mov x9, x6
|
|
L16LoopH:
|
|
mov x10, x5
|
|
L16LoopW:
|
|
ld1 {v7.4h}, [x2], #8 // 4 * sizeof(int16_t)
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v7.4s, v7.4h, #16
|
|
shll v0.4s, v0.4h, #16
|
|
|
|
subs x10, x10, #1
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v16.4s, v7.4s, v0.4s
|
|
fmla v17.4s, v7.4s, v1.4s
|
|
ld1 {v2.4h}, [x1], x4
|
|
ld1 {v3.4h}, [x1], x4
|
|
shll v2.4s, v2.4h, #16
|
|
shll v3.4s, v3.4h, #16
|
|
fmla v18.4s, v7.4s, v2.4s
|
|
fmla v19.4s, v7.4s, v3.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v20.4s, v7.4s, v0.4s
|
|
fmla v21.4s, v7.4s, v1.4s
|
|
ld1 {v2.4h}, [x1], x4
|
|
ld1 {v3.4h}, [x1], x4
|
|
shll v2.4s, v2.4h, #16
|
|
shll v3.4s, v3.4h, #16
|
|
fmla v22.4s, v7.4s, v2.4s
|
|
fmla v23.4s, v7.4s, v3.4s
|
|
|
|
ld1 {v0.4h}, [x1], x4
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
shll v1.4s, v1.4h, #16
|
|
|
|
fmla v24.4s, v7.4s, v0.4s
|
|
fmla v25.4s, v7.4s, v1.4s
|
|
ld1 {v2.4h}, [x1], x4
|
|
ld1 {v3.4h}, [x1], x4
|
|
shll v2.4s, v2.4h, #16
|
|
shll v3.4s, v3.4h, #16
|
|
|
|
fmla v26.4s, v7.4s, v2.4s
|
|
fmla v27.4s, v7.4s, v3.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v28.4s, v7.4s, v0.4s
|
|
fmla v29.4s, v7.4s, v1.4s
|
|
ld1 {v2.4h}, [x1], x4
|
|
ld1 {v3.4h}, [x1], x4
|
|
shll v2.4s, v2.4h, #16
|
|
shll v3.4s, v3.4h, #16
|
|
fmla v30.4s, v7.4s, v2.4s
|
|
fmla v31.4s, v7.4s, v3.4s
|
|
sub x1, x1, x12
|
|
add x1, x1, x7
|
|
|
|
bne L16LoopW
|
|
subs x9, x9, #1
|
|
add x1, x1, x8
|
|
bne L16LoopH
|
|
|
|
sub x3, x3, #16
|
|
shrn v16.4h, v16.4s, #16
|
|
shrn v17.4h, v17.4s, #16
|
|
shrn v18.4h, v18.4s, #16
|
|
shrn v19.4h, v19.4s, #16
|
|
shrn v20.4h, v20.4s, #16
|
|
shrn v21.4h, v21.4s, #16
|
|
shrn v22.4h, v22.4s, #16
|
|
shrn v23.4h, v23.4s, #16
|
|
shrn v24.4h, v24.4s, #16
|
|
shrn v25.4h, v25.4s, #16
|
|
shrn v26.4h, v26.4s, #16
|
|
shrn v27.4h, v27.4s, #16
|
|
shrn v28.4h, v28.4s, #16
|
|
shrn v29.4h, v29.4s, #16
|
|
shrn v30.4h, v30.4s, #16
|
|
shrn v31.4h, v31.4s, #16
|
|
|
|
add x0, x0, #(16 * 8)
|
|
add x1, x13, x12
|
|
cmp x3, #16
|
|
mov x2, x14
|
|
|
|
stp d16, d17, [x0, #-(16 * 8)]
|
|
stp d18, d19, [x0, #-(16 * 7)]
|
|
stp d20, d21, [x0, #-(16 * 6)]
|
|
stp d22, d23, [x0, #-(16 * 5)]
|
|
stp d24, d25, [x0, #-(16 * 4)]
|
|
stp d26, d27, [x0, #-(16 * 3)]
|
|
stp d28, d29, [x0, #-(16 * 2)]
|
|
stp d30, d31, [x0, #-(16 * 1)]
|
|
|
|
// st1 {v16.4h, v17.4h, v18.4h, v19.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// add x1, x13, x12
|
|
// cmp x3, #16
|
|
// mov x2, x14
|
|
// st1 {v20.4h, v21.4h, v22.4h, v23.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// st1 {v24.4h, v25.4h, v26.4h, v27.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// st1 {v28.4h, v29.4h, v30.4h, v31.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// stp
|
|
|
|
bge L16Loop
|
|
|
|
|
|
L8:
|
|
cmp x3, #7
|
|
ble L4
|
|
|
|
mov x12, #8
|
|
mul x12, x4, x12
|
|
|
|
L8Loop:
|
|
movi v16.4s, #0
|
|
movi v17.4s, #0
|
|
movi v18.4s, #0
|
|
movi v19.4s, #0
|
|
movi v20.4s, #0
|
|
movi v21.4s, #0
|
|
movi v22.4s, #0
|
|
movi v23.4s, #0
|
|
|
|
mov x13, x1
|
|
mov x14, x2
|
|
mov x9, x6
|
|
L8LoopH:
|
|
mov x10, x5
|
|
L8LoopW:
|
|
ld1 {v3.4h}, [x2], #8 // 4 * sizeof(int16_t)
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v3.4s, v3.4h, #16
|
|
shll v0.4s, v0.4h, #16
|
|
|
|
subs x10, x10, #1
|
|
fmla v16.4s, v3.4s, v0.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v17.4s, v3.4s, v1.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
|
|
fmla v18.4s, v0.4s, v3.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
|
|
fmla v19.4s, v1.4s, v3.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
fmla v20.4s, v0.4s, v3.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v21.4s, v1.4s, v3.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
fmla v22.4s, v0.4s, v3.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v23.4s, v1.4s, v3.4s
|
|
|
|
sub x1, x1, x12
|
|
add x1, x1, x7
|
|
|
|
bne L8LoopW
|
|
subs x9, x9, #1
|
|
add x1, x1, x8
|
|
bne L8LoopH
|
|
|
|
shrn v16.4h, v16.4s, #16
|
|
shrn v17.4h, v17.4s, #16
|
|
shrn v18.4h, v18.4s, #16
|
|
shrn v19.4h, v19.4s, #16
|
|
shrn v20.4h, v20.4s, #16
|
|
shrn v21.4h, v21.4s, #16
|
|
shrn v22.4h, v22.4s, #16
|
|
shrn v23.4h, v23.4s, #16
|
|
|
|
add x0, x0, #(16 * 4)
|
|
sub x3, x3, #8
|
|
add x1, x13, x12
|
|
mov x2, x14
|
|
|
|
stp d16, d17, [x0, #-(16 * 4)]
|
|
stp d18, d19, [x0, #-(16 * 3)]
|
|
stp d20, d21, [x0, #-(16 * 2)]
|
|
stp d22, d23, [x0, #-(16 * 1)]
|
|
|
|
// sub x3, x3, #8
|
|
// st1 {v16.4h, v17.4h, v18.4h, v19.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// add x1, x13, x12
|
|
// mov x2, x14
|
|
// st1 {v20.4h, v21.4h, v22.4h, v23.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
|
|
|
|
L4:
|
|
cmp x3, #4
|
|
ble L1
|
|
|
|
mov x12, #4
|
|
mul x12, x4, x12
|
|
|
|
L4Loop:
|
|
movi v16.4s, #0
|
|
movi v17.4s, #0
|
|
movi v18.4s, #0
|
|
movi v19.4s, #0
|
|
|
|
mov x13, x1
|
|
mov x14, x2
|
|
mov x9, x6
|
|
L4LoopH:
|
|
mov x10, x5
|
|
L4LoopW:
|
|
ld1 {v3.4h}, [x2], #8 // 4 * sizeof(int16_t)
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v3.4s, v3.4h, #16
|
|
shll v0.4s, v0.4h, #16
|
|
subs x10, x10, #1
|
|
fmla v16.4s, v3.4s, v0.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v17.4s, v3.4s, v1.4s
|
|
ld1 {v0.4h}, [x1], x4
|
|
shll v0.4s, v0.4h, #16
|
|
fmla v18.4s, v0.4s, v3.4s
|
|
ld1 {v1.4h}, [x1], x4
|
|
shll v1.4s, v1.4h, #16
|
|
fmla v19.4s, v1.4s, v3.4s
|
|
|
|
sub x1, x1, x12
|
|
add x1, x1, x7
|
|
|
|
bne L4LoopW
|
|
subs x9, x9, #1
|
|
add x1, x1, x8
|
|
bne L4LoopH
|
|
shrn v16.4h, v16.4s, #16
|
|
shrn v17.4h, v17.4s, #16
|
|
shrn v18.4h, v18.4s, #16
|
|
shrn v19.4h, v19.4s, #16
|
|
|
|
add x0, x0, #(16 * 2)
|
|
sub x3, x3, #4
|
|
add x1, x13, x12
|
|
mov x2, x14
|
|
stp d16, d17, [x0, #-(16 * 2)]
|
|
stp d18, d19, [x0, #-(16 * 1)]
|
|
|
|
// st1 {v16.4h, v17.4h, v18.4h, v19.4h}, [x0], #32 // 16 * sizeof(int16_t)
|
|
// add x1, x13, x12
|
|
// mov x2, x14
|
|
|
|
L1:
|
|
cmp x3, #0
|
|
beq End
|
|
|
|
L1Loop:
|
|
movi v0.4s, #0
|
|
mov x9, x6
|
|
mov x11, x1
|
|
mov x12, x2
|
|
L1LoopH:
|
|
mov x10, x5
|
|
L1LoopW:
|
|
ld1 {v1.4h}, [x1], x7
|
|
ld1 {v2.4h}, [x2], #8 // 4 * sizeof(int16_t)
|
|
shll v1.4s, v1.4h, #16
|
|
shll v2.4s, v2.4h, #16
|
|
fmla v0.4s, v1.4s, v2.4s
|
|
subs x10, x10, #1
|
|
bne L1LoopW
|
|
subs x9, x9, #1
|
|
add x1, x1, x8
|
|
bne L1LoopH
|
|
|
|
shrn v0.4h, v0.4s, #16
|
|
subs x3, x3, #1
|
|
st1 {v0.4h}, [x0], #8 // 4 * sizeof(int16_t)
|
|
mov x2, x12
|
|
add x1, x11, x4
|
|
bne L1Loop
|
|
|
|
|
|
End:
|
|
|
|
mov x10, v4.d[0]
|
|
mov x11, v4.d[1]
|
|
mov x0, v5.d[0]
|
|
mov x1, v5.d[1]
|
|
mov x3, v6.d[0]
|
|
|
|
subs x15, x15, #1
|
|
add x0, x0, x11
|
|
add x1, x1, x10
|
|
bne LoopDY
|
|
|
|
|
|
ret
|
|
//MNNConvRunForLineDepthwise End
|
|
|
|
#endif
|