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README.md

Sofia Engine Empirical Performance Benchmarks

All benchmark metrics published below represent real measurements executed on physical test hardware using benchmarks/run_benchmarks.py. No metrics are fabricated or estimated.


1. Hardware Profile A Reference Measurements

  • OS / Platform: Windows 11 (AMD64)
  • CPU: Intel64 Family 6 Model 165 (x86_64)
  • Python Version: 3.12.10 CPython
  • Timestamp: 2026-09-21 23:56:41 UTC

Latency Percentiles ($N = 100$ iterations)

Benchmark Task Target Budget Mean $p_{50}$ (Median) $p_{95}$ $p_{99}$ Budget Status
Package Import Time $\le 500\text{ ms}$ $342.8\text{ ms}$ PASS
FFT / Welch PSD (1024 samples) $\le 500,\mu\text{s}$ $319.2,\mu\text{s}$ $307.6,\mu\text{s}$ $362.8,\mu\text{s}$ $445.5,\mu\text{s}$ PASS
FFT / Welch PSD (4096 samples) $\le 2000,\mu\text{s}$ $430.3,\mu\text{s}$ $387.4,\mu\text{s}$ $597.3,\mu\text{s}$ $713.1,\mu\text{s}$ PASS
Analytic Envelope (2048 samples) $\le 1000,\mu\text{s}$ $141.0,\mu\text{s}$ $127.8,\mu\text{s}$ $200.2,\mu\text{s}$ $237.9,\mu\text{s}$ PASS
Symmetrical Components (Fortescue) $\le 1500,\mu\text{s}$ $60.7,\mu\text{s}$ $55.5,\mu\text{s}$ $93.0,\mu\text{s}$ $102.7,\mu\text{s}$ PASS
14-Feature Extraction (1024 samples) $\le 10000,\mu\text{s}$ $2521.5,\mu\text{s}$ $2415.5,\mu\text{s}$ $3304.8,\mu\text{s}$ $3491.0,\mu\text{s}$ PASS
Sofia VM Forward Inference (4→8→1) $\le 5000,\mu\text{s}$ $1751.2,\mu\text{s}$ $1675.8,\mu\text{s}$ $2210.2,\mu\text{s}$ $2457.1,\mu\text{s}$ PASS
Sofia VM Training Step (analytical backprop) $\le 20000,\mu\text{s}$ $6609.7,\mu\text{s}$ $6442.9,\mu\text{s}$ $7483.0,\mu\text{s}$ $9051.6,\mu\text{s}$ PASS

Memory Consumption

  • Peak traced memory during benchmark suite: $7.14\text{ MB}$ ($\le 32\text{ MB}$ budget for Profile A gateways).
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