Datasets:

K42COO
/

SparsePlug-Compression-Benchmarks

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)
Source Code: 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)