GRACE
9 sessions
March 2023
The Grace Hopper Superchip combines the high performance of the Hopper GPU and the versatility of the Grace CPU with a high-bandwidth NVLink C2C. We'll look into the details of Grace Hopper architecture, programming model and Unified Memory over NVLink C2C. We'll look at how existing …
March 2023
It's often said that “Porting to Arm is boring,” but how easy is it, really? We'll demonstrate top machine learning frameworks, HPC applications, and tools for data science on the NVIDIA Arm HPC DevKit. The DevKit is an on-ramp platform for NVIDIA Grace CPU that incorporates dual NVIDIA A100 GPUs, an …
March 2023
We'll explain how to accelerate HPC applications using portable ISO C++ code on Grace Hopper systems. We'll cover the fundamentals of C++ standard library parallel algorithms, and learn to use C++ primitives for thread synchronization and multidimensional data. Finally, we'll apply what we learned …
March 2023
We'll cover the advancements in NVIDIA Merlin, our open-source framework for building and deploying recommender systems at any scale. Starting from higher level API abstractions, we illustrate Merlin’s ease of use with a real life case study of using Merlin to build a recommender at NVIDIA. This is …
March 2023
Whether you need to understand how your multi-node CUDA workload is scaling across machines or how a GPU assembly instruction is moving through the pipeline, the latest developer tools have new features for you. We'll start with a brief overview of the tools available for free to developers, and then dive …
March 2023
Learn how to productively develop applications for both GPUs and CPUs using ISO-standard C++ and Fortran. You'll see that emphasizing productivity and portability doesn't have to cost you performance.
March 2023
The Alps supercomputing infrastructure will be the first to deploy the new Grace Hopper Superchip, and is designed to support both simulation and AI-based workloads. Its microservices-based architecture holds much promise to support advanced workflows for extreme computing and big data problems …
March 2023
The CUDA platform is the foundation of the GPU computing ecosystem. Every application and framework that uses the GPU does so through CUDA's libraries, compilers, runtimes, and language — which means CUDA is growing as fast as its ecosystem is evolving. At this engineering-focused talk presented by …
March 2023
Accelerated computing is transforming the world of scientific computing, from the data center to the cloud and to the edge. NVIDIA's Ian Buck, vice president of hyperscale and HPC, will provide an in-depth overview of the latest news, innovations, and technologies that will help companies, industries, and …