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Performance Portability Series: Kokkos Training, Apr 25-26, 2024
The Kokkos training session is part of the Performance Portability training series. AMReX supports the development of block-structured AMR algorithms for solving PDEs.The session will give a general overview of AMReX and its applications to develop simulation codes that will work for both CPU and GPU systems. Read More »
Grads@NERSC, VSCode on Perlmutter April 25, 2024
This event is part of a series of special community calls for NERSC grad and postdoc users. Learn how to use the VSCode IDE on Perlmutter in this interactive session. Read More »
QMCPACK: Journey to Exascale on Aurora, Apr 24, 2024
ALCF is hosting a webinar that details the QMCPACK team's journey to exascale on Aurora on April 24, as part of the ALCF Developer's Sessions. QMCPACK is a highly optimized simulation package for Quantum Monte Carlo methods.
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Grads@NERSC, How to Write a Good Ticket and Early Career Science Talk, April 18, 2024
This event is part of a series of special community calls for NERSC grad and postdoc users. Learn how to submit a good ticket and get your questions answered fast.
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Perlmutter Office Hours, Mar/Apr 2024
NERSC is offering a number of virtual office hours to help users get their workflows up and running on Perlmutter. Read More »
Grads@NERSC, Jupyter and Beyond, April 11, 2024
This event is part of a series of special community calls for NERSC grad and postdoc users. This interactive session will guide you through taking your machine learning workflow from Jupyter Hub to running on multiple GPUs on Perlmutter. Read More »
Dask Training
NERSC has contracted with OpenTeams to hold a training event Thursday, March 28 and Friday, March 29 on Dask, a Python library for parallel and distributed computing. Read More »
FUN Training March 2024: Introduction to Parallel Programming in Fortran
NERSC is offering virtual hands-on introduction to parallel programming in Fortran on March 26-27, 2024. This event is organized by the Fortran Users of NERSC (FUN) Special Interest Group. Read More »
ALCF Overview of DOE Integrated Research Infrastructure, Mar 2024
ALCF is hosting a webinar that will provide an overview of DOE's Integrated Research Infrastructure on Mar 20. IRI program aims to provide researchers the ability to seamlessly meld DOE’s unique data resources, experimental user facilities, and advanced computing resources to accelerate the pace of discovery. Read More »
Performance Portability Series: AMReX Tutorial, Mar 14, 2024
The AMReX training session is part of the Performance Portability training series. AMReX supports the development of block-structured AMR algorithms for solving PDEs.The session will give a general overview of AMReX and its applications to develop simulation codes that will work for both CPU and GPU systems. Read More »
Forge Training for Debugging and Profiling, March 13, 2024
NERSC is hosting a virtual training event 'Forge Training for Debugging and Profiling' on Wednesday, March 13, 2024. Read More »
Performance Portability for Next-Generation Heterogeneous Systems, Feb 26, 2024
This performance portability overview session, presented by Tom Deakins of University of Bristol is part of the Performance Portability training series. Read More »
Perlmutter and Data Day Office Hours, February 2024
Users are welcome to bring questions and their own applications to get one-on-one help with using Perlmutter’s GPU nodes on Friday February 23, 2024 for Office Hours from 9am - 12pm PACIFIC/UTC-7 Read More »
NERSC Data Day, Feb 21-22 2024
NERSC is hosting Data Day, a hybrid two day event on February 21-22, 2024. Join us for exciting talks and demonstrations designed to showcase the latest and greatest data-focused tools for scientific computing on Perlmutter. Read More »
New User Training and Updated Best Practices on Perlmutter: February 15-16, 2024
NERSC is hosting a virtual training event for new users and updated best practices on Perlmutter on two half-days on Thursday and Friday, February 15-16, 2024 Read More »
SpinUp Workshop: Feb 2024
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
ALCF AI Training Series: Intro to AI-driven Science on Supercomputers, Feb-Mar 2024
The 2024 ALCF AI Training Series will focus on understanding the fundamentals of large-language models (LLMs) and their scientific applications. This 8-session series of hands-on courses teaches attendees to use leading-edge supercomputers to develop and apply AI solutions to the world’s most challenging problems. Read More »
IDEAS-ECP Webinar: Secure Software Programming Practices and Development, Dec 13, 2023
This webinar titled "Secure Software Programming Practices and Development" presented by Nitin Sukhija is part of the DOE ECP IDEAS Productivity Project. Read More »
KOKKOS User Group Meeting, Dec 12-15, 2023
Kokkos User Group Meeting 2023, held on Dec 12-15, 2023 in Albuqerque, NM is an opportunity for the growing Kokkos community to come together to present progress in adopting Kokkos, exchange experiences, discuss challenges, and help set priorities for the future roadmap of Kokkos. Read More »
Using HPE Cray Programming Environment to Port and Optimize Applications to a GPU environment using OpenMP Offload or OpenACC, Dec 7, 2023
This three-hour tutorial, including lecture and hands-on exercises, will cover using the HPE Cray Programming environment to port to hybrid systems with GPUs using OpenMP Offload and/or OpenACC directives. Read More »
SpinUp Workshop: Dec 2023
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
Quantum for Science Day 2023, November 2
NERSC's Quantum for Science Day will offer a broad spectrum of speakers from industry and academia covering a wide range of topics in quantum information science (QIS). The hybrid event is free and open to everyone. Read More »
NERSC/NVIDIA AI for Scientific Computing Bootcamp: Oct. 18-20, 2023
NERSC, in collaboration with the OpenACC organization and NVIDIA, is hosting a virtual, three-day AI for Scientific Computing Bootcamp October 18 - 20, 2023. Apply by October 4, 2023. Read More »
SpinUp Workshop: October 2023
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
GPU Profiling (Performance Profile: Omniperf): Part 5 of HIP Training Series
AMD presents a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model. Read More »
GPUs for Science Day, Oct. 12, 2023
Join us for NERSC's GPUs for Science Day 2023 where we will celebrate recent GPU-enabled scientific achievements and inspire future roadmaps. In-person registration has closed, but virtual attendance is still available. Read More »
OLCF AI Training Series: AI for Science at Scale – Part 2, Oct 12, 2023
Part two of this series will focus on how to train a model on multiple GPUs across nodes of the Frontier supercomputer and will demonstrate and focus on model parallelism techniques and frameworks, such as DeepSpeed, FSDP, and Megatron. Read More »
Perlmutter GPU Office Hours, October 2023
Users are welcome to bring questions and their own applications to get one-on-one help with using Perlmutter’s GPU nodes from 9 - 11 a.m. PDT (UTC-7) October 5 and 11, 2023. Read More »
2023 ALCF Hands-on HPC Workshop, October 10-12
The ALCF's in-person Hands-on HPC Workshop will provide an opportunity for hands-on time on Polaris and AI Testbeds focusing on porting applications to heterogeneous architectures (CPU + GPU), improving code performance, and exploring AI/ML applications development on ALCF systems. Read More »
Performance Portability Series: Raja, Oct 10, 2023
The Raja training session, presented by Robert Chen of LLNL is part of the OLCF/NERSC Performance Portability training series. The session will give a general overview of RAJA and cover the basics of using RAJA abstractions to offload work to the GPUs. Read More »
OpenMP Offload 2023 training, Part 2: Optimization and Data Movement, Oct 6, 2023
This is Part 2 of the OpenMP Offload training designed to enable application teams and developers to accelerate their code with the use of GPUs, as well as exploit the latest OpenMP functionality to program multicore platforms like Perlmutter and Frontier. Read More »
GPU Profiling (Performance Timelines: Rocprof and Omnitrace): Part 4 of HIP Training Series
AMD presents a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model. Read More »
OpenMP Offload 2023 training, Part 1: Basics of Offload, Sept 29, 2023
This part offers an overview of the OpenMP programming model and covers the basics of using OpenMP directives to offload work to GPUs. Read More »
NERSC SF API Training, Sept. 27, 2023
NERSC users will learn how to use the SF API (application programming interface) to interact with NERSC systems in a programmatic way using a REST interface. The API can be used to enable complex scientific workflows to monitor and run jobs on Perlmutter, build interactive apps, and much more. Read More »
Xanadu.ai Quantum Computing Training, Sept. 27, 2023
Come learn about Quantum Computing with experts from Xanadu.ai, including how to use their software library, PennyLane. Read More »
How to Write an Effective ERCAP Proposal, Sept. 26 2023
As part of the 2023 NERSC User Group (NUG) Annual Meeting, we will be holding a session on how to prepare an Energy Research Computing Allocation Proposal (ERCAP). Read More »
AMD Memory Hierarchy: Part 3 of HIP Training Series, Sep 18, 2023
AMD presents a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model. Read More »
New User Training: September 7-8, 2023
NERSC is hosting a virtual training event for new users on two half-days on Thursday and Friday, September 7-8, 2023. Read More »
Porting Applications to HIP: Part 2 of HIP Training Series, Aug 28, 2023
AMD presents a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model. Read More »
SpinUp Workshop: August 2023
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
OLCF Frontier Training Workshop, Aug 23-25, 2023
The Oak Ridge Leadership Computing Facility (OLCF) will host a virtual Frontier Training Workshop on August 23-25, 2023. This workshop is open to NERSC users. ALCC users are especially encouraged to attend.
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Introduction to GPUs and HIP: Part 1 of HIP Training Series, Aug 14, 2023
AMD presents a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model. Read More »
HIP Training Series, Aug-Oct 2023
AMD will present a multi-part HIP training series intended to help new and existing GPU programmers understand the main concepts of the HIP programming model and the AMD GPU platform, from August to October 2023. Read More »
Introduction to High-Performance Parallel Distributed Computing Using Chapel, UPC++ and Coarray Fortran, July 2023
ECP, NERSC, and OLCF are jointly hosting the two-day virtual hands-on training on PGAS programming models: Chapel, UPC++, and Coarray Fortran, July 26-27, 2023. Read More »
ALCF Graphcore AI Training Workshop July 25 & 26, 2023
This workshop is 3 of 3 AI accelerator trainings on ALCF’s AI Testbeds, and is open to NERSC users. Read More »
Quantum @ NERSC Training: Introduction to Neutral Atom Quantum Computers, July 24-25, 2023
NERSC is hosting a two-part virtual training on neutral atom analog quantum computing. The training will be delivered by QuEra computing and discuss the use of neutral atom quantum computers and their application within the physical sciences. Read More »
Migrating from registry.services.nersc.gov, July 19, 2023
NERSC's private image registry registry.services.nersc.gov will be shutting down August 1, 2023. Please join us for an info and open Q&A session. Read More »
ALCF Cerebras AI Training Workshop July 17 & 18, 2023
This workshop is 2 of 3 AI accelerator trainings on ALCF’s AI Testbeds, and is open to NERSC users.
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OLCF AI Training Series: SmartSim at OLCF, July 13, 2023
This session is part of the OLCF’s AI Training Series, and is open to NERSC users. Read More »
ALCF SambaNova AI Training Workshop July 11 & 12, 2023
This workshop is 1 of 3 AI accelerator trainings on ALCF’s AI Testbeds, and is open to NERSC users.
Read More »
FUN Training July 2023: Modern Fortran Basics
NERSC is offering virtual hands-on training on modern Fortran basics. This event is organized by the Fortran Users of NERSC (FUN) Special Interest Group.
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Crash Course in Supercomputing, June 22, 2023
This training is part of the 2023 Berkeley Lab Computational Sciences Summer Student Program. In this course, students will learn to write parallel programs that can be run on a supercomputer, using MPI and OpenMP, the two leading parallel programming libraries. Read More »
SpinUp Workshop: June 2023
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
OLCF AI Training Series: AI for Science at Scale – Introduction, June 15, 2023
This session is part of the OLCF’s AI for Science at Scale training series, and is open to NERSC users. Read More »
Introduction to NERSC Resources, June 8, 2023
This training as part of the 2023 Berkeley Lab Computational Sciences Summer Student Program, is also open to NERSC users. This class will provide an informative overview to acquaint students with the basics of NERSC computational systems and its programming environment. Read More »
Advanced SYCL Techniques and Best Practices, May 30, 2023
NERSC, ALCF, and CodePlay organized this advanced SYCL and best practices training. Read More »
A Tale of Two Apps: Preparing XGC and HACC to run on Aurora, May 24, 2023
This webinar will cover the Aurora porting strategies for two applications: the XGC gyrokinetic plasma physics code and the HACC cosmology code. Read More »
Julia for High-Performance Computing, May 24, 2023
OLCF will host a virtual Julia for High-Performance Computing Tutorial”. OLCF, NERSC, and ALCF users are encouraged to attend. Read More »
SpinUp Workshop: May 2023
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
Migrating from Cori to Perlmutter Office Hours, May 2023
In order to help Cori users migrate their applications to run on Perlmutter, NERSC is offering a number of virtual office hours. Read More »
Workflow Software for Managing Large-Scale Job Campaigns at ALCF, Apr 26, 2023
This seminar will discuss tools used at ALCF and show examples of how these tools can be used on Polaris. Read More »
Codee Training Series: Write Accelerated Code at Expert Level, Apr 25-26, 2023
Appentra's Codee Analyzer is a programming development tool for C/C++/Fortran parallel codes on multicore CPUs and GPUs using OpenMP and OpenACC. Codee staff will present a 2-part Codee training series. Read More »
DOE Cross-facility Workflows training April 12, 2023
Join us on April 12, 2023 for a joint ALCF, OLCF, and NERSC training on the topic of workflows and workflow tools across the DOE. Read More »
NERSC N-Ways to GPU Programming Bootcamp, April 5-6, 2023
NERSC, in collaboration with the OpenACC Organization and NVIDIA, is hosting an N-Ways to GPU Programming Bootcamp for two days. Beginner users in GPU programming are especially encouraged to attend. Read More »
Migrating from Cori to Perlmutter Training, March 10, 2023
In order to help Cori users migrate your applications to run on Perlmutter, NERSC is offering a training day with several talks and hands-on sessions. Read More »
Migrating from Cori to Perlmutter Office Hours, Feb/Mar 2023
In order to help Cori users migrate their applications to run on Perlmutter, NERSC is offering a number of virtual office hours. Read More »
OLCF Frontier Training Workshop, Feb 15-17, 2023
The Oak Ridge Leadership Computing Facility (OLCF) will host a virtual Frontier Training Workshop. This workshop is open to NERSC users. Read More »
9th BerkeleyGW Tutorial Workshop & 4th Berkeley Excited States Conference. Feb 13-17, 2023
The fourth annual Berkeley Excited States Conference (BESC2023) will be held February 16-17 as a hybrid in-person/virtual event featuring invited talks by experts on recent progress in the field.
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CUDA to SYCL Migration Tool and Method, Jan 25, 2023
Upgrading CUDA code to standard C++ with SYCL makes the applications portable across a range of existing and evolving accelerators including NVidia GPUs. The "Migrating to SYCL" portal on Intel Developer Zone is designed to help the worldwide developer community successfully port their applications to oneAPI, Read More »
Using HIP and GPU Libraries with OpenMP, December 14, 2022
This training is designed for Fortran and C/C++ users who are using OpenMP or considering OpenMP for their applications on Frontier and Perlmutter. The focus will be showing how one can augment an OpenMP program with GPU kernels and libraries written in HIP. Read More »
Migrating from Cori to Perlmutter Training, Dec 1, 2022
In order to help Cori users migrate your applications to run on Perlmutter, NERSC is offering a training day with several talks and hands-on sessions. These talks will cover Perlmutter architectures, recommended programming models, performance tips, programming environment, and building and running jobs on CPUs and GPUs, with a focus on differences between Cori and Perlmutter. Read More »
OLCF Crusher User Experiences, Dec 2022
This two-session Crusher User Experience event is part of the OLCF’s Preparing for Frontier training series, and is open to NERSC users. In Session 1, we will cover some of the lessons learned and tips from our experiences at these hackathons. In Session 2, we will hear from 3 of these application teams, who will share their experiences porting their applications from OLCF Summit to Crusher, optimizing for the platform, and giving some helpful tips to future users of the Frontier system. Read More »
SpinUp Workshop: Nov-Dec 2022
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
Debugging GPU-Accelerated Applications with NVIDIA Developer Tools, Nov 30, 2022
In this seminar, we’ll begin with an overview of runtime error-checking best practices and how to recover from CUDA errors using CUDA-GDB. Next we’ll take a look at the CUDA Compute Sanitizer suite, which contains tools to detect race conditions and memory access errors. We’ll finish with a demonstration with CUDA-GDB on Polaris. Read More »
Migrating from Cori to Perlmutter Office Hours, Nov 2022 to Jan 2023
In order to help Cori users migrate your applications to run on Perlmutter, NERSC is offering virtual office hours on selected days. Users are welcome to bring questions and own applications to get one-on-one help. Read More »
Data Day 2022
NERSC is holding a Data Day in October 2022, featuring science talks and hands-on demos for subjects including machine learning, Python, and Containers, at scale on Perlmutter. Read More »
GPUs for Science day 2022, October 25th
The GPUs for Science Day will start with an introduction to Perlmutter, followed by the current state of multiple compilers and supported programming models for running on GPUs. The majority of the agenda will showcase about ten science application teams to share their first-hand experiences and best practices on porting to GPUs. Read More »
Quantum for Science day 2022, October 24th
This full-day virtual NERSC Quantum Day event will offer a broad spectrum of speakers from industry and academia that will cover a wide range of topics in Quantum Information Science (QIS). Read More »
VisIt at OLCF, October 13, 2022
VisIt is an interactive, parallel analysis and visualization tool for scientific data. This beginner-friendly demo will provide an overview of how to access VisIt at OLCF and a tutorial on how to use VisIt to visualize different datasets on Andes. Read More »
SpinUp Workshop: Oct 2022
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
2022 ALCF Simulation, Data, and Learning Workshop, October 4-6
The ALCF's Simulation, Data, and Learning Workshop is designed to help researchers improve the performance and productivity of simulation, data science, and machine learning applications on ALCF systems. Read More »
Totalview Tutorial, September 29, 2022
NERSC is hosting a training event on TotalView. TotalView from Perforce Software is a parallel debugger for complex C, C++, Fortran, and CUDA applications, on CPUs and GPUs. Read More »
New User Training: September 28, 2022
NERSC is hosting a one-day training event for new users. The goal is to provide users new to NERSC with the basics of our computational systems; accounts and allocations; programming environment, running jobs, tools, and best practices; and data ecosystem. Read More »
VASP User Hands-On Training on September 27, 2022
NERSC will host an online, hands-on user training for VASP users. The training is to help VASP users use Perlmutter and Cori systems efficiently. Read More »
Using Perftools and Reveal to Convert Applications to Run on GPUs, September 22, 2022
Perftools (Performance Measurement and Analysis Tools) and Reveal are available to collect CPU and GPU Performance on HPE systems, such as NERSC Perlmutter and ALCF Polaris with Nvidia A100 GPUs, and OLCF Frontier with AMD M250 GPUs. This training will illustrate how to take an all MPI application and first use Perftools to identify which parts of the application should run on the GPU and then how to use Reveal to aid in adding OpenMP Offload directives to the original application. The talk will continue with showing how to gather runtime statistics and improve the performance of the applications.
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ALCF Intro to AI-driven Science on Supercomputers: A Student Training Series, Sept-Nov 2022
ALCF is hosting an undergraduate training series from Sept to Nov 2022 introducing the fundamentals of artificial intelligence (AI) and teaching students how leading-edge supercomputers can be used to develop and apply AI solutions to the world’s most challenging science problems.
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Paraview at OLCF, Sep 15, 2022
ParaView is an open-source, multi-platform data analysis and visualization application that allows users to quickly build visualizations to analyze their data using qualitative and quantitative techniques. This beginner friendly event will provide an overview of how to access ParaView at OLCF and a tutorial of how to use ParaView to visualize different datasets on Andes. Read More »
HDF5 Workshop, Aug 31, 2022
his workshop is geared towards achieving HDF5 Performance on the ALCF Polaris system, with a similar architecture to NERSC Perlmutter. Read More »
NSight Systems and NSight Compute Profiling Workshop, Aug 31, 2022
NVIDIA Nsight Systems is a system-wide performance analysis tool designed to visualize an application’s algorithms, help you identify the largest opportunities to optimize, and tune to scale efficiently across any quantity or size of CPUs and GPUs.
NVIDIA Nsight Compute is an interactive kernel profiler for CUDA applications. This workshop will show how to use Nsight Systems and Nsight Compute for tracing an HPC application. Read More »
E4S at NERSC 2022, Aug 25, 2022
(E4S) is a curated collection of open-source software packages for high-performance computing. NERSC and ECP Training are co-hosting a one-day E4S at NERSC training event. This session will provide users with an overview of E4S and how one can use the E4S stack at NERSC. Read More »
Using R on HPC Clusters Webinar - Aug 17 & 19, 2022
This OLCF hosted Webinar tutorial helps users learn a basic workflow for how to use R on an HPC cluster. The tutorial will focus on parallel computing as a means to speed up R scripts on a cluster computer. Read More »
Introduction to OpenMP Offload, Aug-Sep 2022
This two-part OpenMP Offload training, offered by OLCF and NERSC, will enable application teams and developers to accelerate their codes with the use of GPUs as well as exploiting the latest OpenMP functionality to program multi-core platforms like Summit and Perlmutter. Read More »
SpinUp Workshop: Aug 2022
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
Introduction to HDF5 for HPC Data Models, Analysis, and Performance: July 27, 2022
HDF5 is a data model, file format, and I/O library that became a de facto standard for HPC applications for achieving scalable I/O and storing and managing big data from computer modeling, large physics experiments and observations. This talk offers a comprehensive overview of HDF5 for anyone who works with big data in an HPC environment. Read More »
HIP for CUDA Programmers, July 21, 2022
HIP is a C++ runtime API that allows developers to write portable code to run on AMD (such as OLCF Frontier) and NVIDIA GPUs (such as NERSC Perlmutter). In this tutorial, we will show how to get started with `hipify`-ing existing CUDA code on Summit so it can run on both NVIDIA (e.g.,Perlmutter) and ROCm platforms (e.g., Frontier). Read More »
ALCF DeepHyper Automated Machine Learning Workshop, July 15, 2022
ALCF will host a hands-on training session on DeepHyper, a distributed automated machine learning (AutoML) software package for automating the design and development of deep neural networks for scientific and engineering applications. Read More »
Introduction to HIP Programming, July 14, 2022
HIP is a C++ runtime API that allows developers to write portable code to run on AMD (such as OLCF Frontier) and NVIDIA GPUs (such as NERSC Perlmutter). Thus training presents on HIP introduction. Read More »
Profiling Deep Learning Applications with NVIDIA Nsight, June 30, 2022
This talk will introduce performance analysis techniques for deep learning applications using the NVIDIA Nsight Systems profiling tool to peek under the covers. Read More »
SpinUp Workshop: Jun 2022
Spin is a container-based platform at NERSC designed for you to deploy your own science gateways, workflow managers, databases, API endpoints, and other network services to support your scientific projects. Read More »
Crash Course in Supercomputing, June 14, 2022
This training as part of the 2022 Berkeley Lab Computational Sciences Summer Student Program. In this course, students will learn to write parallel programs that can be run on a supercomputer, using MPI and OpenMP, the two leading parallel programming libraries. Read More »
