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Make parser update less hacky
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8500d9b1da
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@ -438,7 +438,7 @@ cdef class Parser:
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backprops = []
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d_tokvecs = state2vec.ops.allocate(tokvecs.shape)
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cdef float loss = 0.
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while len(todo) >= 2:
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while todo:
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states, golds = zip(*todo)
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token_ids = self.get_token_ids(states)
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@ -465,15 +465,10 @@ cdef class Parser:
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backprops.append((token_ids, d_vector, bp_vector))
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self.transition_batch(states, scores)
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todo = [st for st in todo if not st[0].is_final()]
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if len(backprops) >= 20:
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self._make_updates(d_tokvecs,
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backprops, sgd, cuda_stream)
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backprops = []
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if losses is not None:
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losses[self.name] += (d_scores**2).sum()
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if backprops:
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self._make_updates(d_tokvecs,
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backprops, sgd, cuda_stream)
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self._make_updates(d_tokvecs,
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backprops, sgd, cuda_stream)
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return self.model[0].ops.unflatten(d_tokvecs, [len(d) for d in docs])
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def _make_updates(self, d_tokvecs, backprops, sgd, cuda_stream=None):
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