Developing High-Quality CUDA Applications Guide

This guide focuses on developing high-quality CUDA applications, specifically addressing the challenges of software quality in CUDA C++ projects. It begins by explaining the significance of maintaining software quality and the economic advantages it can offer. The guide outlines the concepts of software erosion and technical debt, emphasizing that software quality is not only crucial for performance but also for reliability, maintainability, and safety, especially in safety-critical environments. It details practical methodologies and tools provided by Axivion for CUDA, aimed at helping developers prevent software erosion and manage technical debt effectively. The guide also discusses architectural integrity and industry standards, including NVIDIA's CUDA C++ guidelines, which serve as essential frameworks for maintaining software quality. By integrating Axivion into the development workflow, teams can ensure their code remains clean and compliant with necessary regulations. Overall, the guide serves as a comprehensive resource for both junior and senior developers looking to improve code quality in CUDA applications.