Deep Mind OpenSources Perceiver IO, Its Latest DL Model

DeepMind has open-sourced their general-purpose deep learning model Perceiver IO. The tool can handle many different inputs and outputs and serves as a ‘drop-in’ replacement for transformers.  The original Perceiver model supported many kinds of inputs but was limited to producing straightforward outputs. Its successor is Perceiver IO, which can handle arbitrary outputs in single addition to random inputs. It is a more general version of the original architecture. Broadening the model’s capacity, Perceiver IO is a single network that can easily integrate and transform arbitrary information for arbitrary tasks. Perceiver IO’s research paper states, “Perceiver IO overcomes the limitation without sacrificing the original’s appealing properties by learning to flexibly qu