mlx.core.logsumexp

logsumexp(a: array, /, axis: None | int | Sequence[int] = None, keepdims: bool = False, *, stream: None | Stream | Device = None) → array

A log-sum-exp reduction over the given axes.

The log-sum-exp reduction is a numerically stable version of:

log(sum(exp(a), axis))

參數:

• a (array) -- Input array.

• axis (int or list(int), optional) -- Optional axis or axes to reduce over. If unspecified this defaults to reducing over the entire array.

• keepdims (bool, optional) -- Keep reduced axes as singleton dimensions, defaults to False.

回傳:

The output array with the corresponding axes reduced.

回傳型別:

array