Datasets:
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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](mailto:coo@koba42.com))
**Source Code**: [github.com/tensorrent/prime-fhe](https://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)
---
## License
Licensed under the **Apache License, Version 2.0**.
Copyright 2026 Brad Wallace ([coo@koba42.com](mailto:coo@koba42.com)).
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