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Don't use gpu
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@ -21,12 +21,6 @@ from thinc.neural import Model
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from spacy.es import Spanish
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from spacy.attrs import POS
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try:
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import cupy
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print("Using GPU")
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Model.ops = CupyOps()
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except ImportError:
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pass
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from thinc.neural import Model
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@ -103,8 +97,6 @@ def organize_data(vocab, train_sents):
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def main(lang_name, train_loc, dev_loc, model_dir, clusters_loc=None):
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if cupy is not None:
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Model.ops = CupyOps()
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LangClass = spacy.util.get_lang_class(lang_name)
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train_sents = list(read_conllx(train_loc))
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dev_sents = list(read_conllx(dev_loc))
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@ -184,10 +176,9 @@ def main(lang_name, train_loc, dev_loc, model_dir, clusters_loc=None):
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tokvecs, upd_tokvecs = encoder.begin_update(docs)
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for doc, tokvec in zip(docs, tokvecs):
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doc.tensor = tokvec
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d_tokvecs, loss = parser.update(docs, golds, sgd=optimizer)
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d_tokvecs = parser.update(docs, golds, sgd=optimizer)
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upd_tokvecs(d_tokvecs, sgd=optimizer)
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encoder.update(docs, golds, sgd=optimizer)
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nn_loss[-1] += loss
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nlp = LangClass(vocab=vocab, parser=parser)
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scorer = score_model(vocab, encoder, parser, read_conllx(dev_loc))
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print('%d:\t%.3f\t%.3f\t%.3f' % (itn, scorer.uas, scorer.las, scorer.tags_acc))
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