cross-compile

Script for cross-compilation and collection inference statistics. It creates the following directories

• models/ created with loading models
• logs/ contains AutoTVM tuning history

Tuning option:

python cross-compile.py tune atvm -m mace_mobilenet_v1 -k "huawei"

Execution option:

python cross-compile.py exec -m "huawei.mace_mobilenet_v1.float32.atvm.so" -k "htc"

Statistics on the output time of precompiled networks on various devices is available here.