The maximum number of two numbers max(x,y)can have sharp corners / steep edges, which are sometimes an undesirable property (for example, if you want to calculate gradients).
To soften the edges max(x,y), you can use the option with soft edges: the softmax function. It still performs the max function in its core (well, more precisely, its approximation), but is smoothed out.
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