Specify seeds in HashEmbed
@@ -263,17 +263,21 @@ def build_Tok2Vec_model(
cols = [ID, NORM, PREFIX, SUFFIX, SHAPE, ORTH]
with Model.define_operators({">>": chain, "|": concatenate, "**": clone}):
norm = HashEmbed(
- nO=width, nV=embed_size, column=cols.index(NORM), dropout=dropout
+ nO=width, nV=embed_size, column=cols.index(NORM), dropout=dropout,
+ seed=0
)
if subword_features:
prefix = HashEmbed(
- nO=width, nV=embed_size // 2, column=cols.index(PREFIX), dropout=dropout
+ nO=width, nV=embed_size // 2, column=cols.index(PREFIX), dropout=dropout,
+ seed=1
)
suffix = HashEmbed(
- nO=width, nV=embed_size // 2, column=cols.index(SUFFIX), dropout=dropout
+ nO=width, nV=embed_size // 2, column=cols.index(SUFFIX), dropout=dropout,
+ seed=2
)
shape = HashEmbed(
- nO=width, nV=embed_size // 2, column=cols.index(SHAPE), dropout=dropout
+ nO=width, nV=embed_size // 2, column=cols.index(SHAPE), dropout=dropout,
+ seed=3
)
else:
prefix, suffix, shape = (None, None, None)
