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Padim Training with large dataset #10

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AntonMaxen opened this issue Sep 1, 2021 · 0 comments
Open

Padim Training with large dataset #10

AntonMaxen opened this issue Sep 1, 2021 · 0 comments
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enhancement New feature or request

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@AntonMaxen
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Application gets out of memory while training, figure out a way to split training in stages, so application can be run on machines with moderate amount of memory resources. HDF5 filesystem could be solution to this.
Functions:

  • extractEmbeddingVector
  • extractEmbeddingVectorsDataloader
  • getMeanCov
@AntonMaxen AntonMaxen added the enhancement New feature or request label Sep 1, 2021
@antonemanuel antonemanuel changed the title Padim Training OOM Padim Training with large dataset Nov 4, 2021
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@AntonMaxen