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vinit 2023-02-20 17:01:47 +05:30
parent bc2e082192
commit 1507e357dc
1 changed files with 3 additions and 5 deletions
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8
spacy/tests/pipeline/test_tagger.py
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@ -73,9 +73,7 @@ def test_label_smoothing():
tagger_no_ls = nlp.add_pipe(
"tagger", "no_label_smoothing", config=dict(label_smoothing=0.0)
)
tagger_ls = nlp.add_pipe(
"tagger", "label_smoothing"
)
tagger_ls = nlp.add_pipe("tagger", "label_smoothing")
train_examples = []
losses = {}
for tag in TAGS:
@ -88,8 +86,8 @@ def test_label_smoothing():
tag_scores, bp_tag_scores = tagger_ls.model.begin_update(
[eg.predicted for eg in train_examples]
)
no_ls_grads= tagger_no_ls.get_loss(train_examples, tag_scores)[1][0]
ls_grads= tagger_ls.get_loss(train_examples, tag_scores)[1][0]
no_ls_grads = tagger_no_ls.get_loss(train_examples, tag_scores)[1][0]
ls_grads = tagger_ls.get_loss(train_examples, tag_scores)[1][0]
assert_array_almost_equal((ls_grads - no_ls_grads)[0], [0.05, -0.025, -0.025])