Lava Deep Learning 0.3.1

Lava Deep Learning v0.3.1 Release Notes

October 31, 2022

The lava-dl library version 0.3.1 now includes additional deep SNN inference and benchmarking tutorials.

New Features and Improvements

• Merged a PilotNet LIF inference tutorial (#119)
• Merged benchmarking tutorials for PilotNet SDNN and PilotNet LIF (#119)¹

Bug Fixes and Other Changes

• Fixed issue with imports for recurrent tests (#112)
• Fixed a bug for improper device configuration for lava.lib.dl.slayer neuron normalization (#116)

Breaking Changes

• No breaking changes in this release.

Known Issues

• Issue training with GPU for lava-dl-slayer on Windows machine.

Thanks to our Contributors

• Intel Labs Lava Developers
• Tobias Fischer
• fangwei123456

Full Changelog: v0.3.0...v0.3.1

1. Intel Core i5-5257U with 32GB RAM, running Ubuntu 20.04.2 LTS with lava v0.5.1. Performance results are based on testing as of November 2022 and may not reflect all publicly available security updates. Results may vary. ↩