Open Source Kimi K2.5 Resets the AI Pecking Order

Kimi K2.5 adds Agent Swarm with up to 100 parallel helpers and a 256k window, so teams solve complex work faster.
IEEE

High Energy Efficiency Spatial Parallel Stochastic Computing for Precision Scalable Neural Processing Unit

Abstract: A precision-scalable neural processing unit, considering the quantization-sensitive of each neural network layer, has large hardware redundancy in multiplication units and shift logics. In ...
GitHub

Can Large Language Models Predict Parallel Code Performance?

We took this version of HeCBench and are modifying it to build the CUDA and OMP codes to gather their roofline performance data. So far we have a large portion of the CUDA and OMP codes building ...
IEEE

Parallel Processing based Image Enhancing Technique Implementation on Low Cost FPGA

Abstract: Low-light image augmentation is crucial in many applications where visibility is regularly impeded by suboptimal lighting, such as autonomous driving, surveillance, and medical imaging.

Moore’s law: the famous rule of computing has reached the end of the road, so what comes next?

This phenomenon became known as Moore’s Law, after the businessman and scientist Gordon Moore. Moore’s Law summarised the ...