Abstract: When performing SGD in a distributed environment, a large number of local gradients need to be exchanged through the network, so the communication cost becomes a bottleneck of distributed ...

The three main tools in question here are pigz, pbzip2, and pxz. There are some subtle differences between the tools, but the differences lie between gzip, bzip2, and xz. In that respective order, the ...