NVML is not supported on Jetson platforms, e.g. Jetson Nano. Supporting Jetson platforms can be very useful for people who do ML/MLSys research on embedded platforms. Related discussion entry: https://github.com/ml-energy/zeus/discussions/102
We can make this a new zeus.device.
Things to figure out:
[ ] Get access to an actual Jetson device
[ ] Try out the sysfs interface for power measurement (ref).
[ ] Is this for GPU only? Or is this CPU + GPU? Or the whole device?
[ ] What is the granularity of information exposed? How often does it update? Are there any overhead related to reading this?
[ ] What about the energy consumption of DRAM, which is shared by the CPU and GPU?
[ ] Are there any control knobs on the platform, like power limit?
jaywonchung
commented
1 month ago
NVML is not supported on Jetson platforms, e.g. Jetson Nano. Supporting Jetson platforms can be very useful for people who do ML/MLSys research on embedded platforms. Related discussion entry: https://github.com/ml-energy/zeus/discussions/102
We can make this a new
zeus.device.Things to figure out: