Abstract: A non-linearly spaced phase quantization utilizing the k-means clustering method has been presented in this paper. Phase quantization is usually performed to limit the number of unique unit ...

It’s a counterintuitive result that you might need to add noise to an input signal to get the full benefits from oversampling in analog to digital conversion. [Paul Allen] steps us through a simple ...

I recently had some success with Resnet model quantization so I wanted to move to YOLO models. I tried quantizing (int8) a YOLOv10m model from Ultralytics after ...

mtk device, load yolon12 onnx success, quantization to fp16 load success, but quantization to int8 load error, got ORT_FAIL with no error_message ...

Large language models (LLMs) are increasingly being deployed on edge devices—hardware that processes data locally near the data source, such as smartphones, laptops, and robots. Running LLMs on these ...

The difference between an analog wave and its digital representation. Also known as "quantization noise." See quantization. THIS DEFINITION IS FOR PERSONAL USE ONLY. All other reproduction requires ...