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Zhenghui Jin's Projects

alpa icon alpa

Auto parallelization for large-scale neural networks

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

arrow icon arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

aws-efa-eks icon aws-efa-eks

Deploying P4d in EKS utilizing GPUDirectRDMA over EFA

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kaldi icon kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

nccl icon nccl

Optimized primitives for collective multi-GPU communication

nemo icon nemo

NeMo: a toolkit for conversational AI

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

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