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This commit is contained in:
Matthew Honnibal 2020-07-28 13:59:46 +02:00
parent 034d803b7a
commit fe0cdcd461
1 changed files with 5 additions and 4 deletions
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9
spacy/ml/models/tok2vec.py
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@ -50,7 +50,8 @@ def HashEmbed(
width,
rows if feature == NORM else rows // 2,
column=cols.index(feature),
seed=seed
seed=seed,
dropout=0.0
)
if also_embed_subwords:
@ -67,14 +68,14 @@ def HashEmbed(
model = chain(
concatenate(
chain(FeatureExtractor(cols), concatenate(*embeddings)),
StaticVectors(width, dropout=dropout)
StaticVectors(width, dropout=0.0)
),
Maxout(width, dropout=dropout, normalize=True)
Maxout(width, pieces=3, dropout=0.0, normalize=True)
)
else:
model = chain(
chain(FeatureExtractor(cols), concatenate(*embeddings)),
Maxout(width, concat_size, dropout=dropout, normalize=True)
Maxout(width, pieces=3, dropout=0.0, normalize=True)
)
return model