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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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- Last updated
- Sep 22
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