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{ "component": "SparsePlug Hardware Profiler & Compression Benchmarks", "author": "Brad Wallace", "email": "coo@koba42.com", "github": "https://github.com/tensorrent/prime-fhe", "date": "2026-07-30T03:19:27", "license": "Apache-2.0" }
{ "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%", "no...

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)

License

Licensed under the Apache License, Version 2.0.
Copyright 2026 Brad Wallace (coo@koba42.com).

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