parameters
| param | options | default |
|---|---|---|
| loop count | 1~N | 4 |
| num threads | 1~N | max_cpu_count |
| powersave | 0=all cores, 1=little cores only, 2=big cores only | 0 |
| gpu device | -1=cpu-only, 0=gpu0, 1=gpu1 ... | -1 |
| cooling down | 0=disable, 1=enable | 1 |
run-bench.sh
# run model benchmark on big cores cluster
sh run-bench.sh -b
# run model benchmark on small cores cluster
sh run-bench.sh -s
# run model benchmark on gpu with different threads
sh run-bench.sh -gperformance mode
- run benchmark at performance governor: https://github.com/WANNA959/dvfs-settings
vgg16（单位：ms）
- big cores
- 1 threads: 189.97
- 2 threads: 101.54
- 3 threads: 79.57
- 4 threads: 66.87
- small cores
- 1 threads: 967.18
- 2 threads: 456.20
- 3 threads: 312.41
- 4 threads: 225.84
- gpu（stable）
- 1 big threads: 70.18
- 2 big threads: 69.95
- 3 big threads: 69.88
- 4 big threads: 69.46
- 1 small threads: 72.61
- 2 small threads: 71.65
- 3 small threads: 71.43
- 4 small threads: 69.46