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K42COO/SparsePlug-Compression-Benchmarks

SparsePlug Hardware Profiler & Compression Benchmarks Author: Brad Wallace (coo@koba42.com)Source Code: github.com/tensorrent/prime-fheLicense: 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… See the full description on the dataset page: https://huggingface.co/datasets/K42COO/SparsePlug-Compression-Benchmarks.

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face

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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)