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Sergey Lebedev's Projects

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

gloo icon gloo

Collective communications library with various primitives for multi-machine training.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

nccl icon nccl

Optimized primitives for collective multi-GPU communication

ompi icon ompi

Open MPI main development repository

param icon param

PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.

pcx icon pcx

Persistent Collectives X- A collective communication library for high performance, low cost persistent collectives over RDMA devices.

powertoys icon powertoys

Windows system utilities to maximize productivity

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sparsemm icon sparsemm

Sparse matrix multiplication in CCS format

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

torch_ucc icon torch_ucc

Pytorch process group third-party plugin for UCC

ucc icon ucc

Unified Communication Collectives Library

ucx icon ucx

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group):

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