SparsePipe: Parallel Deep Learning for 3D Point Clouds

Keke Zhai, Pan He, Tania Banerjee +2

We propose SparsePipe, an efficient and asynchronous parallelism approach for handling 3D point clouds with multi-GPU training. SparsePipe is built to support 3D sparse data such a…