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Releases: criteo/autofaiss

1.4.0

08 Sep 10:31
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[1.4.0] - 2021-09-08

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speed improvements

  • when estimating shape of numpy files, use memory mapping ; reduce estimation from hours to seconds
  • do not keep the training vector in memory after training, reduce memory requirements by a factor 2

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1.3.2

03 Sep 21:22
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[1.3.2] - 2021-09-03

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  • fix score function for embeddings to load from files

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1.3.1

03 Sep 20:12
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[1.3.1] - 2021-09-03

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  • convert embeddings to float32 if needed at loading

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1.3.0

09 Aug 14:44
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[1.3.0] - 2021-08-09

Added

  • Indices descriptions function
  • Indices size estimator

Changed

  • Enhance indices selection function (switch to get_optimal_index_keys_v2 + improvements)
  • Update slider notebook

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1.2.0

03 Aug 16:14
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[1.2.0] - 2021-08-03

Added

  • add doc notebooks

Changed

  • Create the output folder if missing to avoid error
  • use 128 instead of 101 (mostly equivalent) in index param selection for ivf

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1.1.0

07 Jun 14:12
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[1.1.0] - 2021-07-06

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  • add embedding_column_name to download

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1.0.1

07 Jun 13:04
765703f
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[1.0.1] - 2021-07-06

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  • import in download.py

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1.0.0

04 May 16:55
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[1.0.0] - 2021-05-04

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  • First release

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