35 lines
874 B
Python
35 lines
874 B
Python
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from functools import partial
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import pytest
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from thinc.api import Linear, resizable
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from thinc.layers.resizable import resize_linear_weighted, resize_model
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@pytest.fixture
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def model():
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output_layer = Linear(nO=None, nI=None)
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fill_defaults = {"b": 0, "W": 0}
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model = resizable(
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output_layer,
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resize_layer=partial(resize_linear_weighted, fill_defaults=fill_defaults),
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)
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return model
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def test_resizable_linear_default_name(model):
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assert model.name == "resizable(linear)"
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def test_resize_model(model):
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"""Test that resizing the model doesn't cause an exception."""
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resize_model(model, new_nO=10)
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resize_model(model, new_nO=11)
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model.set_dim("nO", 0, force=True)
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resize_model(model, new_nO=10)
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model.set_dim("nI", 10, force=True)
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model.set_dim("nO", 0, force=True)
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resize_model(model, new_nO=10)
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