Graph-Level ONNX INT8 Quantization Engine

Kenosis

Kenosis is a graph-level ONNX quantizer that preserves kernel fusion via provably correct QDQ reordering — achieving 1.6–2.3× CPU speedups on modern architectures including Vision Transformers (ViT, Swin), with 100% Top-1 accuracy retention on 500 ImageNet images. No custom ops. No vendor lock-in. No proprietary formats. 3 U.S. patents pending.

2.42×
ResNet50 v2 CPU speedup
3.9×
PP-YOLOE+ Small size reduction
100%
Top-1 agreement on ViT & Swin (500 imgs)
12×
Faster than ORT quantizer (RegNet on OpenVINO)

Licensing Inquiries

Kenosis is proprietary software available under commercial license from Core Epoch LLC. For licensing terms, evaluation access, and partnership opportunities:

core@coreepoch.dev
U.S. Provisional Patent Applications CE-2026-001-PROV, CE-2026-002-PROV, and CE-2026-003-PROV • Research publication: Fusion-Aware QDQ Placement