52 citations · 58 across the 2 of their papers we have counts for
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cs.DC2019★ 6 cited
Auto-Vectorizing TensorFlow Graphs: Jacobians, Auto-Batching And Beyond
Ashish Agarwal, Igor Ganichev
We propose a static loop vectorization optimization on top of high level dataflow IR used by frameworks like TensorFlow. A new statically vectorized parallel-for abstraction is pro…
cs.DC2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, Paul Barham +37
TensorFlow is an interface for expressing machine learning algorithms, and an implementation for executing such algorithms. A computation expressed using TensorFlow can be executed…