v1.1.1

What's Changed

This minor release primarily includes bug fixes and improvements:

• Fixed an issue where torch.compile did not properly capture workflow.step.
• Fixed an issue where use_state leads to a graph break.
• Fixed some incorrect model buffer usage.
• Fixed an issue where monitor.plot was not functioning as intended in certain situation.
• Introduced a new wrapper, evox.compile, to work around certain limitations with torch.compile and torch.vmap.
• Resolved various BatchedTensor-related issues:
  • Fixed a bug where vmapping a workflow with EvalMonitor could cause BatchedTensor leaks.
  • Fixed an issue preventing HPOProblem from working with BraxProblem.
• Enhanced the implementations of RVEA and CSO for better performance and reliability.
• Enhanced the implementation of BraxProblem.
• Various small fixes and improvements.

Related Pull requests

• Add compile & vmap support for while loops and external functions by @sses7757 in #221
• Update RVEA by @Zhenyu2Liang in #222
• Fix std_workflow._evaluate cannot be captured by torch.compile bug by @sses7757 in #223
• BatchedTensor fixes by @BillHuang2001 in #224

Full Changelog: v1.1.0...v1.1.1