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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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1 result for “TensorOpt”
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training with Auto-Parallelismcs.DC

TensorOpt finds optimal parallelization strategies for DNN training.

problem Finding efficient parallelization strategies for DNN training.
method TensorOpt uses an algorithm (FT) to search for an optimal set of parallelization strategies considering multiple objectives.
result TensorOpt provides accurate runtime cost estimation and adapts to resource availability.
TensorOptDistributed DNN TrainingAuto-ParallelismParallelization StrategiesTrade-offs
2020-04-16abs ↗pdf ↗