AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Learn about an innovative automatic GPU offloading technique for scientific applications in this technical presentation from Dr. Junjie Li at Texas Advanced Computing Center. Explore SCILIB-Accel, a groundbreaking tool that enables automatic BLAS offload on NVIDIA Grace-Hopper platforms without requiring code modifications. Discover how the tool leverages unified memory architectures and cache-coherent NVLink C2C interconnect to eliminate traditional GPU programming bottlenecks. Understand the GPU First-Use data movement policy, inspired by OpenMP First-Touch, and see how it minimizes CPU-GPU data transfers in scientific computing applications. Examine real-world performance results, including a 3x speedup achieved in quantum physics codes like the LSMS method in the MuST suite when comparing Grace-Hopper (1 CPU + 1 GPU) to Grace-Grace (dual CPU) configurations. Gain insights into how this pioneering tool is making high-performance automatic BLAS offload practical for scientific applications.
