deepin-ocr/3rdparty/ncnn/docs/developer-guide/arm-a53-a55-dual-issue.md
wangzhengyang 718c41634f feat: 切换后端至PaddleOCR-NCNN,切换工程为CMake
1.项目后端整体迁移至PaddleOCR-NCNN算法,已通过基本的兼容性测试
2.工程改为使用CMake组织,后续为了更好地兼容第三方库,不再提供QMake工程
3.重整权利声明文件,重整代码工程,确保最小化侵权风险

Log: 切换后端至PaddleOCR-NCNN,切换工程为CMake
Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
2022-05-10 10:22:11 +08:00

2.7 KiB

natural assembly

  • no register dependency, no penalty
ld1     {v0.4s}, [r0], #16
fmla    v10.4s, v16.4s, v24.s[0]
fmla    v11.4s, v16.4s, v24.s[1]
fmla    v12.4s, v16.4s, v24.s[2]
fmla    v13.4s, v16.4s, v24.s[3]

A53

  • 128bit vector load cannot be dual issued with fmla, wait 2 cycles
  • 64bit vector load cannot be dual issued with fmla, wait 1 cycle
  • 64bit integer load can be dual issued with fmla, no penalty
  • pointer update can be dual issued with fmla, no penalty
  • 64bit vector load and 64bit vector insert can be dual issued, no penalty
  • any vector load cannot be issued on the 4th cycle of each fmla (enters the accumulator pipeline)

practical guide

  • use 64bit vector load only
  • issue vector load every three fmla
  • 1 cycle to load 64bit, dual issue with the previous interleaved 64bit insert
  • load the remaining 64bit into integer register, dual issue with fmla
  • update pointer, dual issue with fmla
  • insert 64bit into vector from integer register, dual issue with the next interleaved 64bit load
  • add nop every three fmla if no load, seems to be faster
ldr     d0, [r0] // 1 cycle, v0 first 64bit
fmla
ldr     x23, [r0, #8] // 0 cycle, v0 second 64bit to temp register
fmla
add     r0, r0, #16 // 0 cycle, update pointer
fmla
ldr     d1, [r0] // 1 cycle, v1 first 64bit
ins     v0.d[1], x23 // 0 cycle, v0 second 64bit complete
fmla
ldr     x23, [r0, #8] // 0 cycle, v1 second 64bit to temp register
fmla
add     r0, r0, #16 // 0 cycle, update pointer
fmla
ins     v1.d[1], x23 // 1 cycle, v1 second 64bit complete
nop
fmla
fmla
fmla
nop
nop
fmla
fmla
fmla

A55

  • 128bit vector load cannot be dual issued with fmla, wait 2 cycles
  • 64bit vector load can be dual issued with fmla, no penalty
  • 64bit integer load can be dual issued with fmla, no penalty
  • pointer update can be dual issued with fmla, no penalty
  • 64bit vector insert can be dual issued with fmla, no penalty

practical guide

  • use 64bit vector load only
  • load 64bit, dual issue with fmla
  • load the remaining 64bit into integer register, dual issue with fmla
  • update pointer, dual issue with fmla
  • insert 64bit into vector from integer register, dual issue with fmla
  • interleaved load loose register dependency
  • nop trick is not needed
ldr     d0, [r0] // 0 cycle, v0 first 64bit
fmla
ldr     x23, [r0, #8] // 0 cycle, v0 second 64bit to temp register
fmla
add     r0, r0, #16 // 0 cycle, update pointer
fmla
ldr     d1, [r0] // 0 cycle, v1 first 64bit
fmla
ins     v0.d[1], x23 // 0 cycle, v0 second 64bit complete
fmla
ldr     x23, [r0, #8] // 0 cycle, v1 second 64bit to temp register
fmla
add     r0, r0, #16 // 0 cycle, update pointer
fmla
ins     v1.d[1], x23 // 0 cycle, v1 second 64bit complete
fmla