pytorch/torchrec

Pytorch domain library for recommendation systems

PythonC++Jupyter NotebookOtherdeep-learninggpucudapytorchrecommendation-systemshardingrecommender-system
This is stars and forks stats for /pytorch/torchrec repository. As of 25 Apr, 2024 this repository has 1541 stars and 290 forks.

TorchRec (Beta Release) Docs TorchRec is a PyTorch domain library built to provide common sparsity & parallelism primitives needed for large-scale recommender systems (RecSys). It allows authors to train models with large embedding tables sharded across many GPUs. TorchRec contains: Parallelism primitives that enable easy authoring of large, performant multi-device/multi-node models using hybrid data-parallelism/model-parallelism. The TorchRec sharder can shard embedding tables with different...
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