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Fix GPU evaluation
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c2c825127a
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@ -71,7 +71,8 @@ class Trainer(object):
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self.nr_epoch += 1
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self.nr_epoch += 1
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def evaluate(self, dev_sents, gold_preproc=False):
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def evaluate(self, dev_sents, gold_preproc=False):
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scorer = Scorer()
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all_docs = []
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all_golds = []
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for raw_text, paragraph_tuples in dev_sents:
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for raw_text, paragraph_tuples in dev_sents:
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if gold_preproc:
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if gold_preproc:
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raw_text = None
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raw_text = None
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@ -79,12 +80,11 @@ class Trainer(object):
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paragraph_tuples = merge_sents(paragraph_tuples)
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paragraph_tuples = merge_sents(paragraph_tuples)
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docs = self.make_docs(raw_text, paragraph_tuples)
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docs = self.make_docs(raw_text, paragraph_tuples)
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golds = self.make_golds(docs, paragraph_tuples)
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golds = self.make_golds(docs, paragraph_tuples)
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for doc, gold in zip(docs, golds):
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all_docs.extend(docs)
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state = {}
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all_golds.extend(golds)
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for process in self.nlp.pipeline:
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scorer = Scorer()
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assert state is not None, process.name
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for doc, gold in zip(self.nlp.pipe(all_docs), all_golds):
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state = process(doc, state=state)
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scorer.score(doc, gold)
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scorer.score(doc, gold)
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return scorer
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return scorer
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def make_docs(self, raw_text, paragraph_tuples):
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def make_docs(self, raw_text, paragraph_tuples):
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