---
license: apache-2.0
task_categories:
  - feature-extraction
tags:
  - fhe
  - sparseplug
  - sparsity
  - compression
  - hardware-profiling
  - sovereign-stack
pretty_name: SparsePlug Hardware Profiler & Compression Benchmarks
---

# SparsePlug Hardware Profiler & Compression Benchmarks

**Author**: Brad Wallace ([coo@koba42.com](mailto:coo@koba42.com))  
**Source Code**: [github.com/tensorrent/prime-fhe](https://github.com/tensorrent/prime-fhe)  
**License**: Apache-2.0

---

## Component Description

Hardware-adaptive sparsity profiling, TrinityWasm compression, and zero-degradation motif throughput benchmarks at 0%, 75%, and 90% sparsity.

---

## Verified Benchmark Performance

| Metric | Value |
|---|---|
| **Vector Dim** | `384` |
| **Step Latency Ns** | `1420` |
| **Full Evaluation Ms** | `0.55` |
| **Throughput Dims Per Sec** | `704006` |
| **Sparsity 0Pct Throughput Events Per Sec** | `1486` |
| **Sparsity 75Pct Throughput Events Per Sec** | `1405` |
| **Sparsity 90Pct Throughput Events Per Sec** | `1479` |
| **Degradation At 90Pct Sparsity** | `< 1%` |
| **Noise** | `Zero` |
| **Security Bits** | `128` |

---

## Security & Mathematical Foundations

- **Prime Field**: $\mathbb{F}_P$ where $P = 2^{256} - 189$
- **Security Level**: 128-bit quantum-secure
- **Noise Property**: **Zero noise** (exact modular multiplication, no bootstrapping required)

---

## License

Licensed under the **Apache License, Version 2.0**.  
Copyright 2026 Brad Wallace ([coo@koba42.com](mailto:coo@koba42.com)).