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02/25/2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search
Recent advances in neural architecture search (NAS) demand tremendous co...
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02/17/2019
Enumerating Unique Computational Graphs via an Iterative Graph Invariant
In this report, we describe a novel graph invariant for computational gr...
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01/24/2019
Large-Batch Training for LSTM and Beyond
Large-batch training approaches have enabled researchers to utilize larg...
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11/16/2018
Image Classification at Supercomputer Scale
Deep learning is extremely computationally intensive, and hardware vendo...
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01/01/2018