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conftrace_

deep neural network training

5 papers

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Also known as

DNN TRAINING

Co-occurring keywords · papers mentioning both

memory optimization (2) deep neural network (2) network topology optimization (1) low-diameter network topology (1) slim fly network (1) fat tree network (1) linear algebra kernel (1) numerical format (1) stochastic gradient descent convergence (1) tensor offloading (1)

Papers

A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network NSDI 2024 TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs NSDI 2023 AC-GC: Lossy Activation Compression with Guaranteed Convergence NeurIPS 2021 Efficient Combination of Rematerialization and Offloading for Training DNNs NeurIPS 2021 Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NeurIPS 2017