Published May 12, 2021
| Version rel-2.0.8
Software
Open
pymc-devs/aesara:
Authors/Creators
- Frédéric Bastien1
- Pascal Lamblin
- abergeron
- Ian Goodfellow
- Razvan Pascanu
- carriepl
- Brandon T. Willard
- notoraptor
- David Warde-Farley
- Roy Xue2
- James Bergstra3
- harlouci
- Mohammed Affan
- Ramana Subramanyam
- Reyhane Askari4
- maqianlie5
- Suresh Pannerselvam
- Alexander Belopolsky
- Joseph Turian
- ballasn
- Gijs van Tulder
- Simon Lefrancois6
- Amjad Almahairi
- Hengjean
- Nicolas Bouchard
- khaotik
- Caglar Gulcehre
- Jeremiah Lowin7
- Alexander Matyasko8
- Jan Schlüter
- 1. NVIDIA
- 2. FITURE
- 3. kindred.ai
- 4. MILA @ Université de Montréal
- 5. Northeastern University
- 6. Université de Montréal
- 7. @PrefectHQ
- 8. Imperial College London
Description
The following changes were made in this release:
- Added optimizations for
log(exp(x)),exp(log(x)), andexp(log1p(x)) AdvancedIncSubtensorOps (e.g.x[idx] = ...) can now be in-place optimizedSigmoidandSoftplushave been moved toaesara.scalar.basic_scipy, andexpitwas added as an alias tosigmoid- Added a Numba graph compilation backend and a
NUMBAcompile mode option (e.g.aesara.function(..., mode="NUMBA"))
Files
pymc-devs/aesara-rel-2.0.8.zip
Files
(8.3 MB)
| Name | Size | Download all |
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md5:7cf0d4b91550c3d565a9c050ba244255
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8.3 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/aesara/tree/rel-2.0.8 (URL)