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Fix tensor gradient in parser

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This commit is contained in:
Matthew Honnibal 2017-08-15 03:14:36 -05:00
parent e420e0366c
commit a8e4064dd8
1 changed files with 3 additions and 4 deletions
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7
spacy/syntax/nn_parser.pyx
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@ -633,10 +633,9 @@ cdef class Parser:
xp = get_array_module(d_tokvecs) xp = get_array_module(d_tokvecs)
for ids, d_vector, bp_vector in backprops: for ids, d_vector, bp_vector in backprops:
d_state_features = bp_vector(d_vector, sgd=sgd) d_state_features = bp_vector(d_vector, sgd=sgd)
mask = ids >= 0 mask = (ids >= 0).reshape((ids.shape[0], ids.shape[1], 1))
indices = xp.nonzero(mask) self.model[0].ops.scatter_add(d_tokvecs, ids,
self.model[0].ops.scatter_add(d_tokvecs, ids[indices], d_state_features * mask)
d_state_features[indices])
@property @property
def move_names(self): def move_names(self):