Datasets:

K42COO
/

AISO-Private-AI-Benchmarks

license: apache-2.0
task_categories:
  - feature-extraction
tags:
  - fhe
  - ai-inference
  - wasm
  - cdcl
  - cognitive-motifs
  - sovereign-stack
pretty_name: AISO Private AI Inference Benchmarks

AISO Private AI Inference Benchmarks

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

Component Description

Homomorphic AI inference, WASM ReasoningPipeline, CDCL constraint propagation, and cognitive motif routing benchmarks.

Verified Benchmark Performance

Metric	Value
Vector Dim	`768`
Step Latency Ns	`1361`
Full Evaluation Ms	`1.05`
Throughput Dims Per Sec	`734923`
Wasm P50 Latency Ms	`1.28`
Wasm P95 Latency Ms	`5.28`
Wasm P99 Latency Ms	`5.72`
Wasm Parity Queries Passed	`10000`
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)