A Structure-Aware Framework for Learning Device Placements on Computation Graphs

Neural Information Processing Systems 

Computation graphs are Directed Acyclic Graphs (DAGs) where the nodes correspond to mathematical operations and are used widely as abstractions in optimizations of neural networks.

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