Published July 8, 2021
| Version v2.12.1
Software
Open
lwtnn/lwtnn: Version 2.12.1
Creators
- 1. Yale University
- 2. SLAC
- 3. CERN
- 4. Texas A&M University
- 5. Universität Regensburg
- 6. University of Illinois at Urbana-Champaign
Description
This is a bugfix release. It should resolve some issues some people saw where the sigmoid activation function would throw floating point overflow warnings.
To avoid the FPEs we return 0 when the sigmoid input is less than -30, and 1 when the input is greater than 30. This is the same behavior we had prior to e3622dd. The outputs should be unchanged to O(1e-6), if they change at all.
Files
lwtnn/lwtnn-v2.12.1.zip
Files
(124.5 kB)
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md5:5be835f5cfcc8563586dcde73be4e501
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Additional details
Related works
- Is supplement to
- https://github.com/lwtnn/lwtnn/tree/v2.12.1 (URL)