Alex Sergeev
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| title | conference | date |
|---|---|---|
| Accelerating Collective Communication in Data Parallel Training across Deep Learning... | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
Implements changes to Horovod: response caching that runs the control plane once and uses a global bitvector intersection for readiness, plus explicit… | ||
| Distributed Deep Learning with Horovod | Scale By The Bay 2018 | 2018-11-15 |
Horovod is a library that runs on top of TensorFlow and PyTorch and uses MPI plus NVIDIA’s NCCL for fast collectives, implementing ring-allreduce and a… | ||
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