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