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Launch: Stop Training Jobs Early

Blog post from Roboflow

Post Details
Company
Date Published
Author
James Gallagher
Word Count
460
Language
English
Hacker News Points
-
Summary

Roboflow has introduced a "Stop Training Early" feature that allows users to halt model training jobs while preserving the model's weights, making it available for immediate use and conserving training credits. This feature is particularly beneficial when training jobs show strong performance but still have several epochs left, as it can save time and resources by stopping at the optimal point when performance plateaus. Unlike the "Cancel Training Job" option, which stops the training without saving results, the early stopping feature retains the progress made. The process involves clicking a button, after which the dashboard updates to indicate the job is stopping, and once complete, the model can be deployed in Roboflow's workflows and inference systems. This functionality is available to all users across different plans, providing flexibility in managing training jobs efficiently.