← tensor_math package

VectorNorm

Compute a norm of the vectors represented by the given axis.

This node interprets all values along the given axis as a vector, and returns its norm. If the data has more axes, e.g., channels, then the vector length is taken separately for each channel/etc of these axes. The chosen axis will be replaced by a one-element feature axis, unless drop_axis is set. If the data is an array and no numeric axis was specified, the axis defaults to -1 (i.e., the last axis of the data). More Info... Version 1.0.0

Ports/Properties

data

Data to process.

verbose name

Data

default value

None

port type

DataPort

value type

AnyNumeric (can be None)

data direction

INOUT

axis

Axis along which to take the statistic. This axis will drop out of the data and be replaced by a dummy one-element axis (of type feature). You may specify an axis with its label (i.e., space.mylabel) or in the case of incoming data that is an array instead of a Packet, the index of the axis.

verbose name

Act Along Axis

default value

space

port type

ComboPort

value type

str (can be None)

ord

Order of the norm. The default is 2, which corresponds to the Euclidean norm or vector length. Other values are 1 (l1 norm aka Manhattan distance), 0 (number of nonzeros), inf (maximum value), and fractional p-norms for p >= 1.

verbose name

Order Of Norm

default value

2

port type

FloatPort

value type

float (can be None)

drop_axis

Drop the axis from the data.

verbose name

Drop Axis

default value

False

port type

BoolPort

value type

bool (can be None)

set_breakpoint

Set a breakpoint on this node. If this is enabled, your debugger (if one is attached) will trigger a breakpoint.

verbose name

Set Breakpoint (Debug Only)

default value

False

port type

BoolPort

value type

bool (can be None)

metadata

User-definable meta-data associated with the node. Usually reserved for technical purposes.

verbose name

Metadata

default value

{}

port type

DictPort

value type

dict (can be None)