Spconv

Latest version: v2.3.6

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2.0.2

Fixed
- Fix a serious bug that do nothing with non-spconv layers in SparseSequential
- Fix a bug of ProxyableClassMeta

2.0.0

Changed
- Change build system from cmake to pccm.
- Change pytorch python code to spconv.pytorch
- Rewrite All c++ code.

1.2.1

Changed
- The subm indice pair generation speed is greatly increased by two tricks: 1. most subm conv use only kernelsize=3, so we can unroll loops to get 100% performance increase. 2. subm indice pairs have a property: indicePairs[0, i] = indicePairs[1, kernelVolume - i - 1], so we can get another 100% performance increase.

1.2.0

Added
- add batch gemm support. small performance increasement but more gpu memory usage. you can use algo=spconv.ConvAlgo.Batch to use it.

Changed
- replace most of 'functor' with c++14 dispatch in c++ code.

Fixed
- change gather/scatterAdd kernel parameter to support large points.

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