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device placement

9 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (6) computational graph (3) neural network optimization (3) neural network training (3) computation graph (2) graph neural network (2) proximal policy optimization (2) distributed training (2) neural network compilation (1) compiler optimization (1)

Papers

A Structure-Aware Framework for Learning Device Placements on Computation Graphs NeurIPS 2024 DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 Efficient Algorithms for Device Placement of DNN Graph Operators NeurIPS 2020 Transferable Graph Optimizers for ML Compilers NeurIPS 2020 Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NeurIPS 2019 A Hierarchical Model for Device Placement ICLR 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018