Human role

Software Engineer, SystemML - AI Networking

Meta

Menlo Park, CA aijobs 1d ago
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The role

Job description

Analyze distributed GPU performance on RoCE and Infiniband; Build NCCL and PyTorch performance tuners and benchmarks; Develop AI framework and trainer for large scale distributed deep learning; Enable distributed GPU communication for multi GPU multi node training; Implement responsible ethical AI practices; Improve distributed machine learning reliability and performance; Lead collective communication library development; Support data parallel and model parallel training;

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Index terms

Skills & keywords

C#C++CUDACUDA programmingData-parallelDeep learningDistributed Data ParallelDistributed dataFSDPHigh PerformanceHigh-Performance ComputingInfiniband

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