Maximum

This function allows you to compute the maximum of vectors, matrices, and tensors.

It provides functionality to compute axiswise, and elementwise minimums as well.

omtools.std.max.max(*exprs, axis=None, rho=20.0)

This function can compute an elementwise or axiswise maximum of a single or multiple inputs.

Parameters

exprs: Variable(s)

The Variable(s) over which to take the maximum

axis: int

The axis along which the maximum will be taken over

rho: float

This is a smoothing parameter, which dictates how smooth or sharp the maximum is

Examples for all the possible use cases are provided below.

• Maximum Returning a Scalar
• Elementwise Maximum
• Axiswise Maximum