spaCy/spacy/cli/templates
Paul O'Leary McCann e656189ec3
Change GPU efficient textcat to use CNN, not BOW in generated configs (#11900)
* Change GPU efficient textcat to use CNN, not BOW

If you generate a config with a textcat component using GPU
(transformers), the defaut option (efficiency) uses a BOW architecture,
which does not use tok2vec features. While that can make sense as part
of a larger pipeline, in the case of just a transformer and a textcat,
that means the transformer is doing a lot of work for no purpose.

This changes it so that the CNN architecture is used instead. It could
also be changed to be the same as the accuracy config, which uses the
ensemble architecture.

* Add the transformer when using a textcat with GPU

* Switch ubuntu-latest to ubuntu-20.04 in main tests (#11928)

* Switch ubuntu-latest to ubuntu-20.04 in main tests

* Only use 20.04 for 3.6

* Require thinc v8.1.7

* Require thinc v8.1.8

* Break up longer expression

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Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-03-07 17:47:45 +01:00
..
quickstart_training_recommendations.yml Add transformer recommendation for ca (#11819) 2022-11-18 08:15:27 +01:00
quickstart_training.jinja Change GPU efficient textcat to use CNN, not BOW in generated configs (#11900) 2023-03-07 17:47:45 +01:00