How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Deploying an externally QAT-trained ONNX Q/DQ model on Hailo-8

calendar_today September 23, 2026 person @Julius_Palsherm domain hailo

Hi everyone, I would like to deploy a quantization-aware-trained model on Hailo-8 using DFC 3.34.0 . I’m trying to understand whether the quantization established during training can be preserved, and what deployment workflow Hailo recommends. Training Setup My TensorFlow/Keras 3 training setup supports QAT using TensorFlow’s fake-quantization operations: Training maintains floating-point weights while simulating 8-bit quantization during the forward pass, with straight-through gradient estimation.

open_in_new Read original post