Tier 6: High-Throughput SIMD Acceleration
Tier 6 utilizes SIMD vectorization and parallel multi-threading to achieve extreme numerical throughput.
Optimization Strategy
- 4-Lane Explicit SIMD: Vectorized BSIM4 evaluations and polynomial approximation kernels.
- Rayon Multi-Core Thread Pool: Work-stealing scheduler distributing parameter sweeps and Monte Carlo iterations across all physical CPU cores.
- Zero Heap Allocations in Inner Loops: Pre-allocated workspace arrays and compact cache-aligned data structures.
- Benchmark Performance: Sub-270 ns per transistor evaluation, exceeding 3.7 million transistor evaluations per second per thread.