1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
|
// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package ai.vespa.rankingexpression.importer.operations;
import com.yahoo.searchlib.rankingexpression.Reference;
import ai.vespa.rankingexpression.importer.OrderedTensorType;
import ai.vespa.rankingexpression.importer.DimensionRenamer;
import com.yahoo.tensor.evaluation.VariableTensor;
import com.yahoo.tensor.functions.Rename;
import com.yahoo.tensor.functions.TensorFunction;
import java.util.Collections;
import java.util.List;
public class Argument extends IntermediateOperation {
private OrderedTensorType standardNamingType; // using standard naming convention: d0, d1, ...
public Argument(String modelName, String nodeName, OrderedTensorType type) {
super(modelName, nodeName, Collections.emptyList());
this.type = type.rename(vespaName() + "_");
standardNamingType = OrderedTensorType.standardType(type);
}
@Override
protected OrderedTensorType lazyGetType() {
return type;
}
@Override
protected TensorFunction<Reference> lazyGetFunction() {
TensorFunction<Reference> output = new VariableTensor<Reference>(vespaName(), standardNamingType.type());
if ( ! standardNamingType.equals(type)) {
List<String> renameFrom = standardNamingType.dimensionNames();
List<String> renameTo = type.dimensionNames();
output = new Rename<Reference>(output, renameFrom, renameTo);
}
return output;
}
@Override
public void addDimensionNameConstraints(DimensionRenamer renamer) {
for (int i = 0; i < type.dimensions().size(); i++) {
renamer.addDimension(type.dimensions().get(i).name());
// Each dimension is distinct and ordered correctly:
for (int j = i + 1; j < type.dimensions().size(); j++) {
renamer.addConstraint(type.dimensions().get(i).name(), type.dimensions().get(j).name(),
DimensionRenamer.Constraint.lessThan(false),
this);
}
}
}
@Override
public boolean isInput() {
return true;
}
@Override
public boolean isConstant() {
return false;
}
@Override
public Argument withInputs(List<IntermediateOperation> inputs) {
if ( ! inputs.isEmpty())
throw new IllegalArgumentException("Argument cannot take inputs");
return new Argument(modelName(), name(), type);
}
@Override
public String operationName() { return "Argument"; }
@Override
public String toString() { return "Argument(" + standardNamingType + ")"; }
@Override
public String toFullString() {
return "\t" + type + ":\tArgument(" + standardNamingType + ")";
}
}
|
