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23 lines
654 B
Python
23 lines
654 B
Python
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from __future__ import unicode_literals
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from thinc.api import chain
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from thinc.v2v import Maxout
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from thinc.misc import LayerNorm
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from ..util import register_architecture, make_layer
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@register_architecture("thinc.FeedForward.v1")
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def FeedForward(config):
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layers = [make_layer(layer_cfg) for layer_cfg in config["layers"]]
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model = chain(*layers)
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model.cfg = config
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return model
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@register_architecture("spacy.LayerNormalizedMaxout.v1")
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def LayerNormalizedMaxout(config):
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width = config["width"]
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pieces = config["pieces"]
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layer = chain(Maxout(width, pieces=pieces), LayerNorm(nO=width))
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layer.nO = width
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return layer
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