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@@ -102,3 +102,48 @@ def test_model_04(): |
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assert len(list(m.seq[1].parameters())) == 2
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assert len(list(m.seq[2].parameters())) == 2
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assert len(list(m.seq[3].parameters())) == 3
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def test_model_05():
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d = Data()
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d.add_node_type('Dummy', 10)
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fam = d.add_relation_family('Dummy-Dummy', 0, 0, False)
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mat = torch.rand(10, 10).round().to_sparse()
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fam.add_relation_type('Dummy Rel 1', mat)
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fam.add_relation_type('Dummy Rel 2', mat.clone())
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fam = d.add_relation_family('Dummy-Dummy 2', 0, 0, False)
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mat = torch.rand(10, 10).round().to_sparse()
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fam.add_relation_type('Dummy Rel 2-1', mat)
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fam.add_relation_type('Dummy Rel 2-2', mat.clone())
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m = Model(d, ratios=TrainValTest(1., 0., 0.))
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assert len(list(m.seq[0].parameters())) == 1
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assert len(list(m.seq[1].parameters())) == 4
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assert len(list(m.seq[2].parameters())) == 4
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assert len(list(m.seq[3].parameters())) == 6
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def test_model_05():
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d = Data()
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d.add_node_type('Dummy', 10)
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d.add_node_type('Foobar', 20)
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fam = d.add_relation_family('Dummy-Foobar', 0, 1, True)
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mat = torch.rand(10, 20).round().to_sparse()
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fam.add_relation_type('Dummy Rel 1', mat)
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fam.add_relation_type('Dummy Rel 2', mat.clone())
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fam = d.add_relation_family('Dummy-Dummy 2', 0, 0, False)
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mat = torch.rand(10, 10).round().to_sparse()
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fam.add_relation_type('Dummy Rel 2-1', mat)
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fam.add_relation_type('Dummy Rel 2-2', mat.clone())
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m = Model(d, ratios=TrainValTest(1., 0., 0.))
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assert len(list(m.seq[0].parameters())) == 2
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assert len(list(m.seq[1].parameters())) == 6
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assert len(list(m.seq[2].parameters())) == 6
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assert len(list(m.seq[3].parameters())) == 6
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