Pinned Repositories
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
snap
CAPI SNAP Framework Hardware and Software
softswitch
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
pytorch-direct
Code for Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB).The outdated write-up (https://arxiv.org/abs/2101.07956) explains engineering details, but only a portion of the functionality is migrated to this newer PyTorch version 1.8.0nightly (e152ca5).
pytorch-direct_dgl
PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)
snap
CAPI SNAP Framework Hardware and Software
davidmin7's Repositories
davidmin7/softswitch
davidmin7/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
davidmin7/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
davidmin7/snap
CAPI SNAP Framework Hardware and Software