DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
IEEE

A Dual-Stream UNet with Parallel Channel-Spatial Interaction and Aggregation for Change Detection

Abstract: Change detection (CD) aims to analyze changes in objects between bitemporal images, playing a crucial role in geographical observations. However, hidden difference features and insufficient ...
IEEE

eLDPC: An Elastic and Scalable LDPC-Decoder with Early Termination by Effectively Leveraging High-Level Synthesis

Abstract: Emerging communication and storage embrace Low-Density Parity-Check (LDPC) codes to fully exploit their physical channels. FPGA (Field-Programmable Gate Array) is widely employed to fast ...
Hacker

Building an H.264 Decoder with Nvidia CUDA

Bring deep expertise in hardware design, parallel computing and video solutions. Email: umanulua@gmail.com More than 10 years have passed since I wrote my last post on the topic of developing an H.264 ...
insurancebusinessmag

Artificial Intelligence insurance premiums to hit $4.8 billion within 7 years

As artificial intelligence embeds itself deeper into the fabric of modern life, industries from healthcare to transportation are reconfiguring how they operate. But as machines take on tasks once ...
TechSpot

FFmpeg gets 100x faster with AVX-512 and handwritten assembly code

What just happened? FFmpeg developers keep on crunching "handwritten" assembly code to make the multimedia project faster than ever before. Thanks to newer vector-based instructions included in modern ...