Bit-exact evaluation of dense numeric expressions (y = f(x)) via a stateless API. SHA-256 verification supported.
Memory-safe Rust core | SIMD + GPU acceleration | Edge to enterprise
Validated by
Dec 2025
Deterministic vector math for safety-critical edge compute
DO-178C certification-ready architecture with SHA-256 verified calculations for targeting systems, sensor fusion, and autonomous navigation.
FINRA-compliant reproducible calculations
Reproducible calculations for trading, risk modeling, and Monte Carlo simulations with complete regulatory audit trail support.
Faster compute means less time at full power
LuxiEdge completes calculations faster, so your hardware spends less time at full power.
Independently verified by TestFort QA Lab during a 1-hour GPU endurance test on NVIDIA H100 SXM, December 2025.
| Metric | Value | Why It Matters |
|---|---|---|
| Determinism | SHA-256 verified | Bit-exact results for audits & certification |
| Error Rate | 0.00% | Zero failures over 444.4T operations |
| Hash Consistency | 10/10 runs identical | GPU and CPU produce same output |
| Metric | Value | Why It Matters |
|---|---|---|
| Aggregate Throughput | 286.94B ops/sec | Process massive vectors in milliseconds |
| Peak Throughput (sqrt) | 331.13B ops/sec | Function-dependent ceiling |
| P95 API Latency | 1.47ms | Real-time capable under load |
| Metric | Value | Why It Matters |
|---|---|---|
| Energy Efficiency | 2.35B ops/joule | Edge-deployable, battery-friendly |
| Average GPU Power | 117.2W | Below H100 TDP |
| Parameter | Value |
|---|---|
| Hardware | NVIDIA H100 SXM, 80GB HBM3 |
| Duration | 1 hour continuous |
| Concurrent Users | 200 |
| Total Operations | 444.4 trillion |
| Validator | TestFort QA Lab, Dec 2025 |
98bd97026a738671ec7c3d302efa6aa8ff078a5fb9183f7fdf51a1c4ff938321
Identical hash confirms bit-exact determinism across GPU and CPU execution modes.
Independent testing via Phoronix Test Suite on NVIDIA H100 80GB HBM3
System: 2x Intel Xeon Platinum 8468 (96 cores), 1520GB RAM, Ubuntu 22.04, CUDA 12.4
Exceeds NVIDIA spec of 67 TFLOPS
View on OpenBenchmarking.org →
Deviation: 0.59% across samples
View on OpenBenchmarking.org →
2.7x median vs 121 GPUs tested
View on OpenBenchmarking.org →
All benchmarks independently verified via OpenBenchmarking.org | Dec 29-30, 2025
Same input + same environment = identical output with SHA-256 verification.
GPU mode (CUDA/Vulkan FP16/FP32) and CPU mode (Rust f32 with SIMD).
Demonstrated 286.94B ops/sec aggregate on NVIDIA H100 SXM.
2.35B ops/joule efficiency enables edge and power-constrained deployments.
Stateless HTTP interface for deterministic expression evaluation.
Vectorized expression evaluation with deterministic results.
Request:
POST /evaluate
{
"expr": "2*x + cos(x)",
"x": [1.0, 2.0, 3.0]
}
Response:
{
"y": [2.5403, 4.5839, 6.0100]
}
expr = mathematical expression | x = scalar or vector input | Deterministic: same request = same response
Transparent methodology, reproducible benchmarks, and citation formats for academic evaluation.
@software{luxiedge2025,
author = {Waller, Eric},
title = {{LuxiEdge}: Deterministic JSON
Math Engine},
year = {2025},
version = {1.0},
url = {https://luxiedge.com},
note = {Accessed: 2025-12-18}
}
Waller, E. (2025). LuxiEdge: Deterministic JSON Math Engine (Version 1.0) [Computer software]. https://luxiedge.com
Note: LuxiEdge is commercial software. This citation references the software directly.
Enterprise licensing available. 30-day pilot at no upfront cost.
Or email directly: e@ewaller.com