Class MLP¶
Defined in File constructors.h
Inheritance Relationships¶
Base Types¶
public marian::IUnaryLogitLayer(Struct IUnaryLogitLayer)public marian::IHasShortList(Struct IHasShortList)
Class Documentation¶
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class
MLP: public marian::IUnaryLogitLayer, public marian::IHasShortList¶ Multi-layer network, holds and applies layers.
Public Functions
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MLP(Ptr<ExpressionGraph> graph, Ptr<Options> options)¶ Construct a MLP container in the graph.
- Parameters
graph: The expression graph.options: The options used for this mlp container.
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Expr
apply(const std::vector<Expr> &av)¶ Apply/Link a vector of mlp layers (with the given inputs) to the expression graph.
- Return
The expression holding the mlp container
- Parameters
av: The vector of input expressions
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Logits
applyAsLogits(const std::vector<Expr> &av)¶ Apply/Link a vector of mlp layers (with the given inputs) to the expression graph.
- Return
The expression holding the mlp container as a Logits object
- Parameters
av: The vector of input expressions
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Expr
apply(Expr e)¶ Apply/Link a mlp layer (with the given input) to the expression graph.
- Return
The expression holding the mlp container
- Parameters
e: The input expression
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Logits
applyAsLogits(Expr e)¶ Apply/Link a mlp layer (with the given input) to the expression graph.
- Return
The expression holding the mlp container as a Logits object
- Parameters
e: The input expression
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void
push_back(Ptr<IUnaryLayer> layer)¶ Stack a mlp layer to the mlp container.
- Parameters
layer: The mlp layer
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void
push_back(Ptr<IUnaryLogitLayer> layer)¶ Stack a mlp layer with Logits object to the mlp container.
- Parameters
layer: The mlp layer with Logits object
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void
setShortlist(Ptr<data::Shortlist> shortlist)¶ Set shortlisted words to the mlp container.
- Parameters
shortlist: The given shortlisted words
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void
clear()¶ Remove shortlisted words from the mlp container.
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