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Update tests
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@ -5,6 +5,7 @@ from spacy.lang.en import English
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from spacy.language import Language
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from spacy.util import registry, deep_merge_configs, load_model_from_config
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from spacy.ml.models import build_Tok2Vec_model, build_tb_parser_model
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from spacy.ml.models import MultiHashEmbed, MaxoutWindowEncoder
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from ..util import make_tempdir
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@ -1,6 +1,7 @@
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import pytest
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from spacy.ml.models.tok2vec import build_Tok2Vec_model
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from spacy.ml.models.tok2vec import MultiHashEmbed, MaxoutWindowEncoder
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from spacy.vocab import Vocab
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from spacy.tokens import Doc
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@ -13,18 +14,18 @@ def test_empty_doc():
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vocab = Vocab()
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doc = Doc(vocab, words=[])
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tok2vec = build_Tok2Vec_model(
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width,
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embed_size,
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pretrained_vectors=None,
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conv_depth=4,
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bilstm_depth=0,
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window_size=1,
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maxout_pieces=3,
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subword_features=True,
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char_embed=False,
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nM=64,
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nC=8,
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dropout=None,
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MultiHashEmbed(
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width=width,
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rows=embed_size,
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also_use_static_vectors=False,
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also_embed_subwords=True
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),
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MaxoutWindowEncoder(
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width=width,
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depth=4,
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window_size=1,
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maxout_pieces=3
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)
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)
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tok2vec.initialize()
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vectors, backprop = tok2vec.begin_update([doc])
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@ -38,18 +39,18 @@ def test_empty_doc():
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def test_tok2vec_batch_sizes(batch_size, width, embed_size):
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batch = get_batch(batch_size)
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tok2vec = build_Tok2Vec_model(
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width,
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embed_size,
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pretrained_vectors=None,
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conv_depth=4,
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bilstm_depth=0,
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window_size=1,
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maxout_pieces=3,
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subword_features=True,
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char_embed=False,
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nM=64,
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nC=8,
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dropout=None,
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MultiHashEmbed(
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width=width,
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rows=embed_size,
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also_use_static_vectors=False,
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also_embed_subwords=True
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),
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MaxoutWindowEncoder(
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width=width,
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depth=4,
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window_size=1,
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maxout_pieces=3,
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)
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)
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tok2vec.initialize()
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vectors, backprop = tok2vec.begin_update(batch)
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@ -59,6 +60,7 @@ def test_tok2vec_batch_sizes(batch_size, width, embed_size):
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# fmt: off
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@pytest.mark.xfail(reason="TODO: Update for new signature")
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@pytest.mark.parametrize(
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"tok2vec_config",
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[
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@ -75,7 +77,7 @@ def test_tok2vec_batch_sizes(batch_size, width, embed_size):
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# fmt: on
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def test_tok2vec_configs(tok2vec_config):
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docs = get_batch(3)
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tok2vec = build_Tok2Vec_model(**tok2vec_config)
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tok2vec = build_Tok2Vec_model_from_old_args(**tok2vec_config)
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tok2vec.initialize(docs)
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vectors, backprop = tok2vec.begin_update(docs)
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assert len(vectors) == len(docs)
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