Method padToSame

static member padToSame: Tensor<'TA> * Tensor<'TB> -> Tensor<'TA> * Tensor<'TB>

Pads all specified tensors from the left with dimensions of size one until they have the same dimensionality.

Declaration
static member padToSame: a:Tensor<'TA> * b:Tensor<'TB> -> Tensor<'TA> * Tensor<'TB>
Parameters
Type Name Description
Tensor<'TA> a

The tensor to operate on.
Tensor<'TB> b

The tensor to operate on.
Returns
Type Description
Tensor<'TA> * Tensor<'TB>

A tuple of the resulting tensors, all having the same dimensionality.
Type Parameters
Name Description
'TA
'TB
Remarks

Size one dimensions are added from the left to each tensor until all of them have the same dimensionality.

The operation returns a view of the original tensor and shares its storage. Modifications done to the returned tensor will affect the original tensor. Also, modifying the orignal tensor will affect the view.

Examples
 let a = HostTensor.zeros [4L; 5L]
 let b = HostTensor.zeros [3L; 4L; 5L]
 let pa, pb = Tensor.padToSame (a, b) // pa.Shape = [1L; 4L; 5L]; pb.Shape = [3L; 4L; 5L]
See Also

static member padToSame: Tensor<'TA> * Tensor<'TB> * Tensor<'TC> -> Tensor<'TA> * Tensor<'TB> * Tensor<'TC>

Pads all specified tensors from the left with dimensions of size one until they have the same dimensionality.

Declaration
static member padToSame: a:Tensor<'TA> * b:Tensor<'TB> * c:Tensor<'TC> -> Tensor<'TA> * Tensor<'TB> * Tensor<'TC>
Parameters
Type Name Description
Tensor<'TA> a

The tensor to operate on.
Tensor<'TB> b

The tensor to operate on.
Tensor<'TC> c

The tensor to operate on.
Returns
Type Description
Tensor<'TA> * Tensor<'TB> * Tensor<'TC>

A tuple of the resulting tensors, all having the same dimensionality.
Type Parameters
Name Description
'TA
'TB
'TC
See Also

static member padToSame: Tensor<'T> list -> Tensor<'T> list

Pads all specified tensors from the left with dimensions of size one until they have the same dimensionality.

Declaration
static member padToSame: xs:Tensor<'T> list -> Tensor<'T> list
Parameters
Type Name Description
Tensor<'T> list xs

A list of tensors to operate on.
Returns
Type Description
Tensor<'T> list

A list of the resulting tensors, all having the same dimensionality.
See Also