https://github.com/abdbarho/parallel3dtopologylayer

A 3D slice-wise-parallel version of Topology Layer
https://github.com/abdbarho/parallel3dtopologylayer

Last synced: about 1 year ago
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A 3D slice-wise-parallel version of Topology Layer

• Host: GitHub
• URL: https://github.com/abdbarho/parallel3dtopologylayer
• Owner: AbdBarho
• License: mit
• Created: 2022-08-01T13:22:46.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-08-01T13:29:38.000Z (almost 4 years ago)
• Last Synced: 2025-02-06T12:48:34.743Z (over 1 year ago)
• Language: Python
• Size: 7.81 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Parallel3DTopologyLayer

A 3D slice-wise CPU-parallelized implementation on top of [TopologyLayer](https://github.com/bruel-gabrielsson/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.