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85dd2b6c04
spaCy/spacy/ml
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Daniël de Kok 85dd2b6c04
Parser: use C saxpy/sgemm provided by the Ops implementation (#10773) 
* Parser: use C saxpy/sgemm provided by the Ops implementation

This is a backport of https://github.com/explosion/spaCy/pull/10747
from the parser refactor branch. It eliminates the explicit calls
to BLIS, instead using the saxpy/sgemm provided by the Ops
implementation.

This allows us to use Accelerate in the parser on M1 Macs (with
an updated thinc-apple-ops).

Performance of the de_core_news_lg pipe:

BLIS 0.7.0, no thinc-apple-ops:  6385 WPS
BLIS 0.7.0, thinc-apple-ops:    36455 WPS
BLIS 0.9.0, no thinc-apple-ops: 19188 WPS
BLIS 0.9.0, thinc-apple-ops:    36682 WPS
This PR, thinc-apple-ops:       38726 WPS

Performance of the de_core_news_lg pipe (only tok2vec -> parser):

BLIS 0.7.0, no thinc-apple-ops: 13907 WPS
BLIS 0.7.0, thinc-apple-ops:    73172 WPS
BLIS 0.9.0, no thinc-apple-ops: 41576 WPS
BLIS 0.9.0, thinc-apple-ops:    72569 WPS
This PR, thinc-apple-ops:       87061 WPS

* Require thinc >=8.1.0,<8.2.0

* Lower thinc lowerbound to 8.1.0.dev0

* Use best CPU ops for CBLAS when the parser model is on the GPU

* Fix another unguarded cblas() call

* Fix: use ops as a shorthand for self.model.ops

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
2022-05-27 11:20:52 +02:00
..
models Fix issues for Mypy 0.950 and Pydantic 1.9.0 (#10786) 2022-05-25 09:33:54 +02:00
__init__.py Auto-format code with black (#9530) 2021-10-22 13:03:10 +02:00
_character_embed.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
_precomputable_affine.py TransitionBasedParser.v1 to legacy (#8586) 2021-07-06 15:26:45 +02:00
callbacks.py Auto-format code with black (#9530) 2021-10-22 13:03:10 +02:00
extract_ngrams.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
extract_spans.py Fix entity linker batching (#9669) 2022-03-04 09:17:36 +01:00
featureextractor.py Fix import 2020-10-02 01:12:34 +02:00
parser_model.pxd Parser: use C saxpy/sgemm provided by the Ops implementation (#10773) 2022-05-27 11:20:52 +02:00
parser_model.pyx Parser: use C saxpy/sgemm provided by the Ops implementation (#10773) 2022-05-27 11:20:52 +02:00
staticvectors.py Fix issues for Mypy 0.950 and Pydantic 1.9.0 (#10786) 2022-05-25 09:33:54 +02:00
tb_framework.py TransitionBasedParser.v1 to legacy (#8586) 2021-07-06 15:26:45 +02:00