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Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

copied from cf-staging / opt_einsum

Installers

Info: This package contains files in non-standard labels.
  • noarch v3.4.0
  • osx-64 v2.3.2
  • linux-64 v2.3.2
  • win-64 v2.3.2
  • win-32 v2.0.0

conda install

To install this package run one of the following:
conda install conda-forge::opt_einsum
conda install conda-forge/label/cf201901::opt_einsum
conda install conda-forge/label/cf202003::opt_einsum

Description

Einsum is a very powerful function for contracting tensors of arbitrary dimension and index. However, it is typically only optimized to contract two terms at a time resulting in non-optimal scaling. This package optimizes the contraction order for arbitrarily large speedups. See the docs for more information: dgasmith.github.io/opt_einsum/


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