Method normAxis
static member normAxis: int * Tensor<'T> * 'T option -> Tensor<'T>
Calculates the norm along the specified axis.
Declaration
static member normAxis: axis:int * a:Tensor<'T> * ord:'T option -> Tensor<'T>Parameters
| Type | Name | Description |
|---|---|---|
| int | axis | The axis to operate along. |
| Tensor<'T> | a | The tensor containing the source values. |
| 'T option | ord | The order (power) of the norm. (default: 2) |
Returns
| Type | Description |
|---|---|
| Tensor<'T> | A new tensor containing the result of this operation. |
Remarks
The norm is calculated along the specified axis.
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.normAxis (1, a) // [5.477; 13.191]