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Component deprecation and alternatives #20

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jaywonchung opened this issue Oct 8, 2023 · 0 comments · Fixed by #55
Closed

Component deprecation and alternatives #20

jaywonchung opened this issue Oct 8, 2023 · 0 comments · Fixed by #55
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@jaywonchung
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This is a dynamic list of old components that are scheduled for deprecation.

  • C++ zeus_monitor: This was replaced with a Python-rewrite of the same thing under zeus.monitor, which provides both programmatic measurement with ZeusMonitor and CLI measurement with python -m zeus.monitor.
  • ZeusMaster: This should be replaced with BatchSizeOptimizer. It should be made sure that BatchSizeOptimizer and PowerLimitOptimizer are composable to recover what the original Zeus NSDI paper does.
  • ZeusDataLoader: This was replaced with PowerLimitOptimizer but with less coupling with everything and comprehensive testing. Examples that show ZeusDataLoader will be removed together.
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Stale API deprecations and example adjustments ml-energy/zeus
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