Abstract: Vectorized high-definition map (HD-map) construction, which focuses on the perception of centimeter-level environmental information, has attracted significant research inter-est in the ...

Explore how vectorized memory access in CUDA C/C++ can significantly improve bandwidth utilization and reduce instruction count, according to NVIDIA's latest insights. According to NVIDIA, the ...

Converting images into vector graphics or creating vector graphics is particularly useful if you need graphics for logos, illustrations, or print templates. While conventional image formats such as ...

The deployment of large language models (LLMs) has become central to many applications, from synthetic data generation to fine-tuning models for specific tasks. With their vast capabilities, these ...

Abstract: In recent years, kernel pruning, which offers the advantages of both weight and filter pruning methods, has been actively conducted. Although kernel pruning must be implemented as structured ...

Vector databases and search aren’t new, but vectorization is essential for generative AI and working with LLMs. Here's what you need to know. One of my first projects as a software developer was ...