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Support for NVIDIA Jetson platforms #103

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jaywonchung opened this issue Jul 26, 2024 · 1 comment
Open
6 tasks

Support for NVIDIA Jetson platforms #103

jaywonchung opened this issue Jul 26, 2024 · 1 comment
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enhancement New feature or request

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@jaywonchung
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jaywonchung commented Jul 26, 2024

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: #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 jaywonchung added the enhancement New feature or request label Jul 26, 2024
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