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04/05/2022
PaLM: Scaling Language Modeling with Pathways
Large language models have been shown to achieve remarkable performance ...
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03/31/2022
Scaling Up Models and Data with and
Recent neural network-based language models have benefited greatly from ...
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03/23/2022
Pathways: Asynchronous Distributed Dataflow for ML
We present the design of a new large scale orchestration layer for accel...
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06/23/2021
Native Implementation of Mutable Value Semantics
Unrestricted mutation of shared state is a source of many well-known pro...
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02/26/2021
LazyTensor: combining eager execution with domain-specific compilers
Domain-specific optimizing compilers have demonstrated significant perfo...
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02/26/2021
Tensors Fitting Perfectly
Multidimensional arrays (NDArrays) are a central abstraction in modern s...
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02/26/2021
Swift for TensorFlow: A portable, flexible platform for deep learning
Swift for TensorFlow is a deep learning platform that scales from mobile...
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08/26/2019
