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Feature request: make it possible to resume training a GraphSAGE model #145

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devineyfajr opened this issue Dec 13, 2021 · 1 comment
Open

Feature request: make it possible to resume training a GraphSAGE model #145

devineyfajr opened this issue Dec 13, 2021 · 1 comment
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feature request A suggestion for a new feature

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@devineyfajr
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Is your feature request related to a problem? Please describe.

the GraphSAGE train method an take a long time to run and still not have reached convergence when completed.

Describe the solution you would like

Make it possible to resume training vs having to restart from scratch.

Describe alternatives you have considered

Additional context
@devineyfajr devineyfajr added the feature request A suggestion for a new feature label Dec 13, 2021
@FlorentinD
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Hey @devineyfajr,
thank you for your feature request!
We agree this is a valid use-case and added it to our list of feature request we will consider Checkpointing in the future.

As an intermediate solution, you could try to reduce the size of your train graph.

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@devineyfajr @FlorentinD