nki.language.dropout — AWS Neuron Documentation (original) (raw)

This document is relevant for: Inf2, Trn1, Trn2

nki.language.dropout#

nki.language.dropout(x, rate, *, dtype=None, mask=None, **kwargs)[source]#

Randomly zeroes some of the elements of the input tile given a probability rate.

Parameters:

• x – a tile.
• rate – a scalar value or a tile with 1 element, with the probability rate.
• dtype – (optional) data type to cast the output type to (see Supported Data Types for more information); if not specified, it will default to be the same as the data type of the input tile.
• mask – (optional) a compile-time constant predicate that controls whether/how this instruction is executed (see NKI API Masking for details)

Returns:

a tile with randomly zeroed elements of x.

This document is relevant for: Inf2, Trn1, Trn2