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Fix CharacterEmbed layer

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This commit is contained in:
Matthew Honnibal 2020-07-29 13:38:30 +02:00
parent 97d3651574
commit 5ae8628571
1 changed files with 6 additions and 4 deletions
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10
spacy/ml/_character_embed.py
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@ -1,16 +1,18 @@
from typing import List
from thinc.api import Model from thinc.api import Model
from thinc.types import Floats2d
from ..tokens import Doc
def CharacterEmbed(nM, nC): def CharacterEmbed(nM: int, nC: int) -> Model[List[Doc], List[Floats2d]]:
# nM: Number of dimensions per character. nC: Number of characters. # nM: Number of dimensions per character. nC: Number of characters.
nO = nM * nC if (nM is not None and nC is not None) else None
return Model( return Model(
"charembed", "charembed",
forward, forward,
init=init, init=init,
dims={"nM": nM, "nC": nC, "nO": nO, "nV": 256}, dims={"nM": nM, "nC": nC, "nO": nM * nC, "nV": 256},
params={"E": None}, params={"E": None},
).initialize() )
def init(model, X=None, Y=None): def init(model, X=None, Y=None):