spaCy/spacy/cli
Daniël de Kok e5debc68e4
Tagger: use unnormalized probabilities for inference (#10197)
* Tagger: use unnormalized probabilities for inference

Using unnormalized softmax avoids use of the relatively expensive exp function,
which can significantly speed up non-transformer models (e.g. I got a speedup
of 27% on a German tagging + parsing pipeline).

* Add spacy.Tagger.v2 with configurable normalization

Normalization of probabilities is disabled by default to improve
performance.

* Update documentation, models, and tests to spacy.Tagger.v2

* Move Tagger.v1 to spacy-legacy

* docs/architectures: run prettier

* Unnormalized softmax is now a Softmax_v2 option

* Require thinc 8.0.14 and spacy-legacy 3.0.9
2022-03-15 14:15:31 +01:00
..
project Check for assets with size of 0 bytes (#10026) 2022-01-12 10:34:23 +01:00
templates Tagger: use unnormalized probabilities for inference (#10197) 2022-03-15 14:15:31 +01:00
__init__.py assemble CLI command (#7783) 2021-04-19 18:39:11 +10:00
_util.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
assemble.py Tidy up with flake8: imports, comparisons, etc. 2021-06-28 12:08:15 +02:00
convert.py Minor fixes to convert CLI (#9465) 2021-10-14 18:37:34 +02:00
debug_config.py Fix references to config file in the docs & UX (#9961) 2022-01-04 14:31:26 +01:00
debug_data.py Add spancat pipeline in spacy debug data (#10070) 2022-02-07 15:03:36 +01:00
debug_model.py Tidy up with flake8: imports, comparisons, etc. 2021-06-28 12:08:15 +02:00
download.py Use minor version for compatibility check (#8403) 2021-06-21 09:39:22 +02:00
evaluate.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
info.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
init_config.py Fix references to config file in the docs & UX (#9961) 2022-01-04 14:31:26 +01:00
init_pipeline.py Add support for floret vectors (#8909) 2021-10-27 14:08:31 +02:00
package.py Raise error in spacy package when model name is not a valid python identifier (#10192) 2022-02-10 08:15:23 +01:00
pretrain.py Check if the resume path points to a directory (#7919) 2021-04-28 09:17:15 +02:00
profile.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
train.py Add docs section for spacy.cli.train.train (#9545) 2021-10-29 10:36:34 +02:00
validate.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00