explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2024-11-10 19:57:17 +03:00
Code Issues Packages Projects Releases Wiki Activity

Improve parser multi-task objective

Browse Source
This commit is contained in:
Matthew Honnibal 2018-12-01 13:41:24 +00:00
parent fe7d6f36b1
commit 21ee1c7a17
1 changed files with 4 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
spacy/pipeline.pyx
View File

@ -13,7 +13,8 @@ from .util import msgpack
from .util import msgpack_numpy
from thinc.api import chain
from thinc.v2v import Affine, SELU, Softmax
from thinc.v2v import Affine, Maxout, Softmax
from thinc.misc import LayerNorm
from thinc.t2v import Pooling, max_pool, mean_pool
from thinc.neural.util import to_categorical, copy_array
from thinc.neural._classes.difference import Siamese, CauchySimilarity
@ -879,9 +880,10 @@ class MultitaskObjective(Tagger):
@classmethod
def Model(cls, n_tags, tok2vec=None, **cfg):
token_vector_width = util.env_opt('token_vector_width', 96)
softmax = Softmax(n_tags, token_vector_width)
softmax = Softmax(n_tags, token_vector_width*2)
model = chain(
tok2vec,
LayerNorm(Maxout(token_vector_width*2, token_vector_width, pieces=3)),
softmax
)
model.tok2vec = tok2vec