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Add batch size argument to Language.evaluate(). Closes #3263

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This commit is contained in:
Matthew Honnibal 2019-02-25 19:30:33 +01:00
parent f135d663f7
commit f2fae1f186
1 changed files with 2 additions and 2 deletions
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4
spacy/language.py
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@ -573,7 +573,7 @@ class Language(object):
proc._rehearsal_model = deepcopy(proc.model)
return self._optimizer
def evaluate(self, docs_golds, verbose=False):
def evaluate(self, docs_golds, verbose=False, batch_size=256):
scorer = Scorer()
docs, golds = zip(*docs_golds)
docs = list(docs)
@ -582,7 +582,7 @@ class Language(object):
if not hasattr(pipe, "pipe"):
docs = (pipe(doc) for doc in docs)
else:
docs = pipe.pipe(docs, batch_size=256)
docs = pipe.pipe(docs, batch_size=batch_size)
for doc, gold in zip(docs, golds):
if verbose:
print(doc)