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Better energy observability #78

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jaywonchung opened this issue May 16, 2024 · 0 comments

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integration roadmap

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jaywonchung commented May 16, 2024

Depends on #30 (Prometheus metric exporter integration).

Energy metrics: How much energy is being consumed? How do users measure savings?

Grafana dashboard for cluster-wide energy usage and breakdowns to individual training jobs integrated with Zeus
- CPU and DRAM energy measurement (CPU and DRAM energy measurement #36) will help distinguish with DCGM

Experiment managers: Each training experiment can be associated with its energy consumption (aggregate & over-time).

Weights & Biases
MLFlow

jaywonchung added integration roadmap labels

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