Supported Weighted Box Fusion. New feature to generate datasets in HF format (not just db). New unit tests #427
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… format (not just db). New unit tests
…checkpointing 🚀 Major improvements to dataset generation pipeline: ✅ QA Parallel Processing (qa_workers): - Implement ThreadPoolExecutor.map() for order-preserving parallelization - Thread-safe image indexing with unique IDs - Automatic fallback to sequential when qa_workers=1 - 2-4x speedup for ground truth scenarios, no overhead for GPU inference - Comprehensive testing: verified identical output between parallel/sequential ✅ Simplified Logging System: - Single GRAID_DEBUG_VERBOSE env var controls console debug output - Debug messages always go to log files (for troubleshooting) - Timestamped log files: graid_YYYYMMDD_HHMM.log - Cleaned up complex logging logic ✅ Robust Checkpointing: - Save/resume functionality via save_steps parameter - Automatic checkpoint cleanup on successful completion - Force restart capability (force parameter) - Crash recovery for large dataset generation ✅ Enhanced Configuration: - Added force, save_steps, use_original_filenames, filename_prefix parameters - CLI arguments now properly override config file values - Maintains backward compatibility 🧪 Verified Features: - Parallel QA generates identical results as sequential (100% match) - Order preservation maintained across all scenarios - Question-image correspondence preserved - Profiling and timing aggregation works across threads - Debug logging working correctly (both console and file) All changes maintain full backward compatibility and existing functionality.
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