Zeus v0.14.0 & Zeus Daemon v0.3.0

Distributed Power Streaming

ZeusMonitor and PowerMonitor (well, every monitor we have) are local to a single machine. However, as ML workloads scale out, we frequently need multi-node power & energy monitoring and measurement.

We extended our Zeus daemon to stream real time power measurements to subscribed clients via SSE (Server-Sent Events). The PowerStreamingClient in the Zeus Python library can subscribe to multiple Zeus daemons across multiple nodes and aggregate power samples into a single stream. It doesn't have to be PowerStreamingClient; something as simple as curl -N http://node:port/gpu/stream_power works too.

What's Changed

• [Device] Skip calling APIs when there will be no change, AMDSMI unit fixes by @jaywonchung in #204
• [Docs] Add Troubleshooting section w/ multiprocessing pitfall by @jaywonchung in #205
• [Monitor] Make PowerMonitor fail when monitoring process fails to spawn by @jaywonchung in #206
• [Feat] Global variable warning for monitors by @jaywonchung in #208
• Add newsletter embeds by @jaywonchung in #209
• [Feat] Zeusd power server and client by @jaywonchung in #210
• [Feat] Zeus daemon major refactor, bump to v0.3.0 by @jaywonchung in #211
• [CI] Switch from pyright to ty by @jaywonchung in #212

Full Changelog: zeus-v0.13.1...zeus-v0.14.0