/Parallel3DTopologyLayer

A 3D slice-wise-parallel version of Topology Layer

Primary LanguagePythonMIT LicenseMIT

Parallel3DTopologyLayer

A 3D slice-wise CPU-parallelized implementation on top of TopologyLayer.

Classes

Topo3DLoss

computes toplogy loss on each slice on the first axis individually.

Topo3DLossRotatingAxis

computes toplogy loss on a axis epoch % 3

Topo3DLossAllAxes

computes toplogy loss on all axes, as an average of the individual axis

This was used as part of our submission for the PARSE 2022 challenge.