The AI boom is reshaping processor design. Hardware vendors now prioritize high throughput for matrix multiplications and dense linear algebra, optimize aggressively for low precision, and integrate specialized units such as tensor cores. Meanwhile, compute performance continues to grow much faster than memory bandwidth, and latency improvements lag behind both. The result is a widening gap...
Trilinos is an advanced software framework designed to facilitate the development of high-performance scientific applications. It provides a comprehensive suite of libraries and tools that support a wide range of computational tasks, from linear algebra and optimization to differential equations and mesh generation. Particular emphasis is put on large-scale parallel software and algorithm...