Method norm

static member norm: Tensor<'T> * 'T option -> 'T

Calculates the norm of the (flattened) tensor.

Declaration
static member norm: a:Tensor<'T> * ord:'T option -> 'T
Parameters
Type Name Description
Tensor<'T> a

The tensor containing the source values.
'T option ord

The order (power) of the norm. (default: 2)
Returns
Type Description
'T

A new tensor containing the result of this operation.
Remarks

The norm is calculated over all elements of the tensor.

It is defined by sqrt (sum_i (x_i**ord)).

Examples
 let a = HostTensor.ofList2D [[1.0; 2.0; 3.0; 4.0]
                              [5.0; 6.0; 7.0; 8.0]]
 let b = Tensor.norm a // 14.283
See Also