VAEBase (DiffSharp)

VAEBase Type

Variational auto-encoder base

Constructor Description

Constructor	Description
`VAEBase(zDim)` Full Usage: `VAEBase(zDim)` Parameters: zDim : `int` Returns: `VAEBase`	zDim : `int` Returns: `VAEBase`


                
                  
                    
                      VAEBase(zDim)

Full Usage: VAEBase(zDim)

Parameters:

zDim : int

Returns: VAEBase

Instance member	Description
`this.decode arg1` Full Usage: `this.decode arg1` Parameters: arg0 : `Tensor` Returns: `Tensor` Modifiers: abstract	arg0 : `Tensor` Returns: `Tensor`
`this.encode arg1` Full Usage: `this.encode arg1` Parameters: arg0 : `Tensor` Returns: `Tensor * Tensor` Modifiers: abstract	arg0 : `Tensor` Returns: `Tensor * Tensor`
`this.encodeDecode x` Full Usage: `this.encodeDecode x` Parameters: x : `Tensor` Returns: `Tensor * Tensor * Tensor`	x : `Tensor` Returns: `Tensor * Tensor * Tensor`
`this.loss (x, ?normalize)` Full Usage: `this.loss (x, ?normalize)` Parameters: x : `Tensor` ?normalize : `bool` Returns: `Tensor`	x : `Tensor` ?normalize : `bool` Returns: `Tensor`
`this.sample ?numSamples` Full Usage: `this.sample ?numSamples` Parameters: ?numSamples : `int` Returns: `Tensor`	?numSamples : `int` Returns: `Tensor`

Static member Description

Static member	Description
`VAEBase.loss (xRecon, x, mu, logVar)` Full Usage: `VAEBase.loss (xRecon, x, mu, logVar)` Parameters: xRecon : `Tensor` x : `Tensor` mu : `Tensor` logVar : `Tensor` Returns: `Tensor`	xRecon : `Tensor` x : `Tensor` mu : `Tensor` logVar : `Tensor` Returns: `Tensor`


                
                  
                    
                      VAEBase.loss (xRecon, x, mu, logVar)

Full Usage: VAEBase.loss (xRecon, x, mu, logVar)

Parameters:

xRecon : Tensor

x : Tensor

mu : Tensor

logVar : Tensor

Returns: Tensor