[Feature Request] Webpage for history visualization

[fzyzcjy]

Required prerequisites

• I have searched the Issue Tracker that this hasn't already been reported. (comment there if it has.)
• I have tried the latest version of nvitop in a new isolated virtual environment.

Motivation

Hi thanks for the library! I wonder whether there can be a simple webpage ui? e.g. a plot for gpu memory and utilization.

Solution

No response

Alternatives

No response

Additional context

No response

[XuehaiPan]

Hi @fzyzcjy, I think you might need nvitop-exporter.

[fzyzcjy]

Thank you! But it is a bit heavy to have prometheus and grafana, thus wondering is there a lightweight solution?

(If I could install prometheus and grafana, then I will just install netdata ;) )

[XuehaiPan]

thus wondering is there a lightweight solution?

@fzyzcjy You can implement a background daemon with ResourceMetricCollector and visualize it with TensorBoard.

See also:

• [Question] Can nvitop keep a log/record of GPU-Utilization and store in a CSV? #20
• Async Status Collector for Logger Integration (e.g. CSV or TensorBoard) #21

---

If I could install prometheus and grafana

You could install prometheus and grafana via Homebrew, which does not require sudo access.

brew install prometheus grafana
vim "$(brew --prefix)/etc/prometheus.yml"
brew services start prometheus
brew services start grafana