VLA性能Benchmark

modelBPU
core num
qtypeall
(ms)
pre-process
(ms)
vision
(ms)
language
(ms)
action
(ms)
post-process
(ms)
memory
(GB)
Pi0vision 1
language 4
action 4
vision w8
language w8
action w8
981.518.53938.50.054.4

注解:

  • all:端侧单次运行总耗时,包含preprocess,vision,language,action,postprecess共五个阶段。

  • vision:统计3核BPU并行推理3张224*224分辨率图像的耗时。