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guide: Add checkpoints example with downstream stages #2741

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daavoo opened this issue Aug 23, 2021 · 0 comments
Closed

guide: Add checkpoints example with downstream stages #2741

daavoo opened this issue Aug 23, 2021 · 0 comments
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A: docs Area: user documentation (gatsby-theme-iterative) C: guide Content of /doc/user-guide type: enhancement Something is not clear, small updates, improvement suggestions

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@daavoo
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daavoo commented Aug 23, 2021

All of the current examples use a pipeline where the stage using checkpoints is the last one. I think it would be nice to have an example where there are some downstream stages depending on the stage using checkpoints.

I think this kind of pipeline is more realistic as users would probably want to do something with the model after training, like exporting to other formats for inference, running inference on other subsets of the data, deploying the model, etc.

We should explain how to use checkpoints in this scenario given that the downstream stages usually expect to have access to the best checkpoint, which is not necessarily the latest as we assume in the workflows currently documented.

@daavoo daavoo added A: docs Area: user documentation (gatsby-theme-iterative) type: feature-request DEPRECATED New feature or request labels Aug 23, 2021
@jorgeorpinel jorgeorpinel added type: enhancement Something is not clear, small updates, improvement suggestions and removed type: feature-request DEPRECATED New feature or request labels Aug 25, 2021
@iesahin iesahin added the C: guide Content of /doc/user-guide label Oct 21, 2021
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Labels
A: docs Area: user documentation (gatsby-theme-iterative) C: guide Content of /doc/user-guide type: enhancement Something is not clear, small updates, improvement suggestions
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