| --- |
| 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)). |
| |
