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Model Type

Namespace: DiffSharp.Model
Assembly: DiffSharp.Core.dll
Base Type: ModelBase

Represents a model, primarily a collection of named parameters and sub-models and a function governed by them.

Constructors

Constructor Description

Constructor	Description
`Model(?f, ?parameters, ?buffers, ?models)` Full Usage: `Model(?f, ?parameters, ?buffers, ?models)` Parameters: ?f : `'In -> 'Out` ?parameters : `seq<Parameter>` ?buffers : `seq<Parameter>` ?models : `seq<ModelBase>` Returns: `Model<'In, 'Out>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] ?f : `'In -> 'Out` ?parameters : `seq<Parameter>` ?buffers : `seq<Parameter>` ?models : `seq<ModelBase>` Returns: `Model<'In, 'Out>`


                
                  
                    
                      Model(?f, ?parameters, ?buffers, ?models)

Full Usage: Model(?f, ?parameters, ?buffers, ?models)

Parameters:

?f : 'In -> 'Out

?parameters : seq<Parameter>

?buffers : seq<Parameter>

?models : seq<ModelBase>

Returns: Model<'In, 'Out>

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[copy-xml.png]

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[github.png]

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?f : 'In -> 'Out
?parameters : seq<Parameter>
?buffers : seq<Parameter>
?models : seq<ModelBase>

Returns: Model<'In, 'Out>

Instance members

Instance member	Description
`this.asFunction parameters input` Full Usage: `this.asFunction parameters input` Parameters: parameters : `Tensor` input : `'In` Returns: `'Out`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] Use the model as a function of its parameters and input. The resulting function can be composed with a loss function and differentiated. During execution the parameters of the model are temporarily set to the supplied parameters. parameters : `Tensor` input : `'In` Returns: `'Out`
`this.clone ()` Full Usage: `this.clone ()` Returns: `Model<'In, 'Out>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD Returns: `Model<'In, 'Out>`
`this.forward arg1` Full Usage: `this.forward arg1` Parameters: arg0 : `'In` Returns: `'Out` Modifiers: abstract	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD arg0 : `'In` Returns: `'Out`

Static members

Static member	Description
`)"> )"> t --> model` Full Usage: `t --> model` Parameters: t : `'In` model : `Model<'In, 'Out>` Returns: `'Out`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD t : `'In` model : `Model<'In, 'Out>` Returns: `'Out`
`)"> )"> f --> model` Full Usage: `f --> model` Parameters: f : `'In -> 'Out` model : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD f : `'In -> 'Out` model : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`
`)"> )"> model --> f` Full Usage: `model --> f` Parameters: model : `Model<'In, 'Out>` f : `'Out -> 'Out2` Returns: `Model<'In, 'Out2>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD model : `Model<'In, 'Out>` f : `'Out -> 'Out2` Returns: `Model<'In, 'Out2>`
`)"> )"> model1 --> model2` Full Usage: `model1 --> model2` Parameters: model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`
`Model.compose model1 model2` Full Usage: `Model.compose model1 model2` Parameters: model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`	[copy-md.png] [copy-md-hover.png] [copy-xml.png] [copy-xml-hover.png] [github.png] [github-hover.png] TBD model1 : `Model<'In, 'Out>` model2 : `Model<'Out, 'Out2>` Returns: `Model<'In, 'Out2>`