Practical Guides

This section contains task-oriented how-to guides for configuration, batch processing, visualization, and performance tuning.

• YAML Configuration Reference
  • Configuration Overview
  • Complete Configuration Schema
  • Additional Configuration Details
  • Configuration Validation
  • Configuration Precedence
  • Template Generation
  • See Also
• Batch Processing Multiple Datasets
  • Overview
  • Sequential Batch Script
  • Multiple q-Values
  • Result Aggregation
  • HPC Parallel Processing
  • Collecting SLURM Results
  • See Also
• Plotting Results
  • Two-Time Correlation Heatmaps
  • Fitted vs Experimental Cuts
  • NLSQ Fit Quality Plot
  • CMC Posterior Plots
  • Parameter Evolution Across Samples
  • Publication-Quality Figures
  • See Also
• Performance Tuning: CPU/NUMA Optimization
  • Overview
  • homodyne-config-xla
  • XLA Flags
  • OMP Thread Configuration
  • CMC Worker Count
  • NUMA Awareness
  • JAX Compilation Caching
  • Memory Profiling
  • JAX Profiling (Advanced)
  • Performance Checklist
  • See Also

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What you will find:

• Full annotated YAML configuration reference.

• Batch processing scripts for sequential and HPC workflows.

• Visualization recipes for C2 heatmaps, fit quality, and posteriors.

• CPU/NUMA optimization, XLA flags, and memory management.

Prerequisites: Data and Fitting.