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allegroai / clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
https://clear.ml/docs
Apache License 2.0
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Better UI layout for individual scalar reporting #1026

Open materight opened 1 year ago

materight commented 1 year ago

Proposal Summary

Being able to group the metrics by type would be useful. For instance, report_single_value could take in input a title and a series, like in report_scalar, and then display it like: F1 mAP
class1 43.1 45.2
class2 43.1 45.2

F1/AP would be set in title, and class1/class2 in series.

If that's not possible, just reporting the metrics on multiple rows would work.

Motivation

Currently, if a lot of metrics are reported using report_single_value they are shown in a single long table with horizontal scrolling:

image image
ainoam commented 1 year ago

Thanks for suggesting @materight.

Curious on your use case: Are you also tracking the metrics as a time series and additionally reporting one of the data points as single value, or are you only reporting these single values?

materight commented 1 year ago

Hi @ainoam, no in this case I'm only reporting these single values