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@@ -79,23 +79,24 @@ def test_decode_layer_03(): |
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d = Data()
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d = Data()
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d.add_node_type('Dummy 1', 100)
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d.add_node_type('Dummy 1', 100)
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d.add_node_type('Dummy 2', 100)
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d.add_node_type('Dummy 2', 100)
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d.add_relation_type('Dummy Relation 1', 0, 1,
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fam = d.add_relation_family('Dummy 1-Dummy 2', 0, 1, True)
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fam.add_relation_type('Dummy Relation 1',
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torch.rand((100, 100), dtype=torch.float32).round().to_sparse())
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torch.rand((100, 100), dtype=torch.float32).round().to_sparse())
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prep_d = prepare_training(d, TrainValTest(.8, .1, .1))
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prep_d = prepare_training(d, TrainValTest(.8, .1, .1))
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in_layer = OneHotInputLayer(d)
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in_layer = OneHotInputLayer(d)
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d_layer = DecagonLayer(in_layer.output_dim, 32, d)
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d_layer = DecagonLayer(in_layer.output_dim, 32, d)
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dec_layer = DecodeLayer(input_dim=d_layer.output_dim, data=prep_d, keep_prob=1.,
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decoder_class={(0, 1): DEDICOMDecoder}, activation=lambda x: x)
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dec_layer = DecodeLayer(input_dim=d_layer.output_dim, data=prep_d,
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keep_prob=1., activation=lambda x: x)
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seq = torch.nn.Sequential(in_layer, d_layer, dec_layer)
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seq = torch.nn.Sequential(in_layer, d_layer, dec_layer)
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pred_adj_matrices = seq(None)
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assert isinstance(pred_adj_matrices, dict)
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assert len(pred_adj_matrices) == 2
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assert isinstance(pred_adj_matrices[0, 1], list)
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assert isinstance(pred_adj_matrices[1, 0], list)
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assert len(pred_adj_matrices[0, 1]) == 1
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assert len(pred_adj_matrices[1, 0]) == 1
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pred = seq(None)
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assert isinstance(pred, Predictions)
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assert len(pred.relation_families) == 1
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assert isinstance(pred.relation_families[0], RelationFamilyPredictions)
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assert isinstance(pred.relation_families[0].relation_types, list)
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assert len(pred.relation_families[0].relation_types) == 1
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assert isinstance(pred.relation_families[0].relation_types[0], RelationPredictions)
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def test_decode_layer_04():
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def test_decode_layer_04():
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