Module parallel_optimizer 

Parallel optimizer operations using scirs2_core

This module provides parallel processing capabilities for optimizers, enabling efficient multi-core utilization for large-scale optimization.

Features

• Parallel parameter group processing
• Parallel batch updates
• Automatic work distribution across CPU cores
• Zero-copy parameter handling

Performance

Expected speedup: 4-8x on multi-core systems for multiple parameter groups

Structs

ParallelBatchProcessor

Parallel batch processor for large parameter arrays

ParallelOptimizer

Parallel optimizer wrapper for processing multiple parameter groups

Functions

parallel_step

Helper function to process parameter groups in parallel

parallel_step_array1

Parallel processing for Array1 specifically (optimized path)