IEEE

Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning

Abstract: In distributed learning systems, ensuring efficient communication and privacy protection are two significant challenges. Although several existing works have attempted to address these ...
IEEE

Spurs in Fractional-N Frequency Synthesizers Resulting From Resolution Mismatch Between the Divider Controller and the DTC: Manifestations, Analysis, and Mitigation

Abstract: The digital-to-time converter (DTC) used in fractional-N phase locked loops is designed to cancel the accumulated quantization error (QE) arising from the ...
HotHardware

Tensordyne Claims 8x AI Efficiency Boost Over NVIDIA Using Logarithmic Math

About a year ago, an AI startup known as Recogni announced a patented number system for AI math, known as Pareto. Pareto is a logarithmic system, meaning that it stores numbers using their logarithmic ...
GitHub

ONNX Runtime static quantization of YOLO11 results in zero mAP metrics

I am trying to quantize the YOLO11 model with onnxruntime, and I have conducted a comparative study of the mAP across all the models I possess: ".pt, onnx, onnx+dynamic, and onnx+static". What I found ...
GitHub

Error in the example scene

We have already written about files not opening. There was some kind of error with a space in the file path. Everything is correct in my paths. But the problem ...