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v0.5.2

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@chrischoy chrischoy released this 05 Mar 12:59
· 61 commits to master since this release
  • spmm average cuda function
  • SparseTensor list operators (cat, mean, sum, var)
  • MinkowskiStack containers
  • Replace all at::cuda::getCurrentCUDASparseHandle with custom getCurrentCUDASparseHandle (issue #308)
  • fix coordinate manager kernel map python function
  • direct max pool
    • SparseTensorQuantizationMode.MAX_POOL
  • TensorField global max pool
    • origin field
    • origin field map
    • MinkowskiGlobalMaxPool CPU/GPU updates for a field input
  • SparseTensor.dense() raises a value error when a coordinate is negative rather than subtracting the minimum coordinate from a sparse tensor. (issue #316)
  • Added to_sparse() that removes zeros. (issue #317)
    • Previous to_sparse() was renamed to to_sparse_all()
    • MinkowskiToSparseTensor takes an optional remove_zeros boolean argument.
  • Fix global max pool with batch size 1
  • Use separate memory chunks for in, out map, and kernel indices for gpu_kernel_map for gpu memory misaligned error