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Questions: Incremental training #259

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jayadev opened this issue Aug 25, 2023 · 0 comments
Open

Questions: Incremental training #259

jayadev opened this issue Aug 25, 2023 · 0 comments
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@jayadev
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jayadev commented Aug 25, 2023

I am exploring using this for training TransE embeddings had some beginner questions:

  • Have been using Pytorch BigGraph , single box mode - For TransE did anybody do a benchmarking of quality on standard datasets , what are the key differences between the two frameworks ?
  • I want to run incremental training, ie; once I have trained embeddings and graph gets updated, only retrain for the new nodes to avoid volatility of existing embeddings. Is there a way to do that here?
  • Can I run this for a graph with 100 million edges , that fit into a single box ?

I am starting dig into the docs to understand the framework better, so apologies for if some these questions are already covered in the docs.

@armand33 armand33 self-assigned this Nov 17, 2023
@armand33 armand33 added the question Further information is requested label Nov 17, 2023
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