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Release 0.2.0

The lava-dl library now supports automated generation of Lava processes for a trained network described by hdf5 network configuration using our Network Exchange (NetX) library.

New Features and Improvements

  • Released Network Exchange (NetX) library to support automated creation of Lava process for a deep network. We support hdf5 network exchange format. Support for more formats will be introduced in future. (PR #30, Issue #29)

Bug Fixes and Other Changes

  • Fixed bug with pre-hook quantization function on conv blocks (PR#13)

Breaking Changes

  • No breaking changes in this release

Known Issues

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

What's Changed

  • Create PULL_REQUEST_TEMPLATE.md & ISSUE_TEMPLATE.md by @mgkwill in lava-nc#27
  • Hardware neuron parameters exchange and fixed precision instruction precision compatibility by @bamsumit in lava-nc#25
  • Pilotnet link fix by @bamsumit in lava-nc#31
  • Bugfix: CUBA neuron normalization applied to current state by @bamsumit in lava-nc#35
  • Netx by @bamsumit in lava-nc#30
  • Streamline PilotNet SNN notebook with RefPorts by @bamsumit in lava-nc#37
  • Fix for failing tests/lava/lib/dl/netx/test_hdf5.py by @bamsumit in lava-nc#44
  • Update ci-build.yml by @mgkwill in lava-nc#42
  • Install by @mgkwill in lava-nc#45

Full Changelog: https://github.com/lava-nc/lava-dl/compare/v0.1.1...v0.2.0