Published May 17, 2018
| Version v2.0.0
Software
Open
dgasmith/opt_einsum: v2.0.0
Authors/Creators
- 1. The Molecular Sciences Software Insititute
- 2. D.E. Shaw Research
Description
opt_einsum is a powerful tensor contraction order optimizer for NumPy and related ecosystems.
- Expressions can be precompiled so that the expression optimization need not happen multiple times.
- The
greedyorder optimization algorithm has been tuned to be able to handle hundreds of tensors in several seconds. - Input indices can now be unicode so that expressions can have many thousands of indices.
- GPU and distributed computing backends have been added such as Dask, TensorFlow, CUPy, Theano, and Sparse.
- A error effecting cases where opt_einsum mistook broadcasting operations for matrix multiply has been fixed.
- Most error messages are now more expressive.
Files
dgasmith/opt_einsum-v2.0.0.zip
Files
(166.5 kB)
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md5:e22ab3854a1819e3a6e3e02d4e5fcacb
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Additional details
Related works
- Is supplement to
- https://github.com/dgasmith/opt_einsum/tree/v2.0.0 (URL)