MinkowskiEngine
0.5.3

Introduction

  • Minkowski Engine
  • Sparse Tensor Networks
  • Quick Start
  • Definitions and Terminology

Tutorials

  • Sparse Tensor Basics

Demos

  • Training Pipeline
  • ModelNet40 Classification
  • Semantic Segmentation
  • 3D Sparsity Pattern Reconstruction
  • Working with Pytorch Layers
  • Multi-GPU with Pytorch-Lightning
  • PointNet

API

  • SparseTensor and TensorField
  • MinkowskiConvolution
  • MinkowskiPooling
  • MinkowskiBroadcast
  • MinkowskiNormalization
  • MinkowskiNonlinearities
  • MinkowskiPruning
  • MinkowskiInterpolation
  • MinkowskiUnion
  • Coordinate Management
  • Utility Functions and Classes
  • Miscellaneous Classes
  • Miscellanea

Miscellanea

  • Common Issues
  • Guidelines for Faster Networks
  • Migration Guide from v0.4.x to v0.5.0
  • Benchmark
MinkowskiEngine
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© Copyright 2020, Chris Choy.

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