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Refactored tuning paradigm system

  • Created new modular tuning paradigm components
    • Separated & modularized evaluation, candidate selection, execution, & progress tracking
    • Refactored existing tuning paradigms to use new infrastructure
  • Created registry system to easily register new paradigms
  • Documentation

Enhanced progress visualization

  • Replaced tqdm progress bars with detailed, tree-based rich progress bars
  • Shows hyperparameter overview before tuning
  • Displays improvements per kernel & batch compilation status during tuning
  • Detailed uplift summary post-tuning

Removed deprecated schedule tuning code

- created new modular tuning paradigm components
- refactored existing tuning paradigms
- enhanced progress tracking with RichProgressManager
- updated execution engine for better candidate management
- removed deprecated schedule tuning code
- Updated progress tracking to show imporovements & uplift summary
- Created new dedicated entry point for tuning in CLI
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3 participants