Published July 14, 2023
| Version rel-2.13.0
Software
Open
pymc-devs/pytensor: rel-2.13.0
Authors/Creators
- Frédéric Bastien1
- Pascal Lamblin
- abergeron
- Brandon T. Willard
- Razvan Pascanu
- carriepl
- Olivier Breuleux
- notoraptor
- David Warde-Farley
- Ricardo Vieira
- Roy Xue2
- James Bergstra3
- harlouci
- Mohammed Affan
- Ramana Sundararaman
- Reyhane Askari4
- maqianlie5
- Suresh Panneerselvam
- Alexander Belopolsky
- Joseph Turian
- ballasn
- Gijs van Tulder
- Simon Lefrancois6
- Amjad Almahairi
- Hengjean
- Nicolas Bouchard
- khaotik
- Caglar Gulcehre7
- Jeremiah Lowin8
- Michael Osthege9
- 1. NVIDIA
- 2. LUDENS
- 3. kindred.ai
- 4. PhD candidate at Mila
- 5. Northeastern University
- 6. Université de Montréal
- 7. DeepMind
- 8. @PrefectHQ
- 9. Forschungszentrum Jülich GmbH
Description
What's Changed
Major Changes 🛠
- Use static-only broadcasting rules to compute shape of broadcasting by @aseyboldt in https://github.com/pymc-devs/pytensor/pull/345
- Allow rebuilding graphs when output type depends on input values by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/280
- Forbid runtime broadcasting in Elemwise by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/372 ### New Features 🎉
- Extend
log_softmaxstabilization rewrite to graphs with indexing andexpand_dimsby @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/352 - Inline constants in composite graphs by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/361
- Add rewrite for Sum(MakeVector) by @aseyboldt in https://github.com/pymc-devs/pytensor/pull/346
- Infer shape of advanced boolean indexing by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/329 ### Bugfixes 🐛
- Fix bug in
boolean_indexing_set_or_incby @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/359 - Fix miscelaneous bugs by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/368
- Fix bug in JAX implementation of Second by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/374 ### Maintenance 🔧
- Use Dimshuffle for
expand_dimsby @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/353 - Don't run useless fusion and inplace rewrites in JAX mode by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/370
- Cleanup fusion rewrite database by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/369
Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-2.12.3...rel-2.13.0
Files
pymc-devs/pytensor-rel-2.13.0.zip
Files
(4.2 MB)
| Name | Size | Download all |
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md5:d7cd4502d9c738b0865e5716d0c48859
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Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/pytensor/tree/rel-2.13.0 (URL)