Name: Running PyTorch on Cerebras' systems
Start: 2022-05-26T21:41:00Z
End: 2022-05-26T21:41:07.000Z
Location: BrightTALK
Rating: 0

Cerebras Systems makes the world’s most powerful AI and HPC accelerator system, removing roadblocks to advances in biomedical research, energy, finance, manufacturing, government services and security. Our systems are doing groundbreaking work at leading institutions including GlaxoSmithKline, AstraZeneca, TotalEnergies, Argonne National Laboratory and Lawrence Livermore National Laboratory. We offer cluster-scale acceleration in a single, easy-to-program device, so your researchers can focus on innovation, not on working around the limitation of traditional computing systems. 

Paola Buitrago (Director of AI and Big Data, Pittsburgh Supercomputing Center), Sergiu Sanielevici (Director, User Support for Scientific Applications, Pittsburgh Supercomputing Center), and Rebecca Lewington (Technology Evangelist, Cerebras Systems) discuss the Neocortex supercomputer for AI-powered scientific discovery.

Learn more about our work with PSC: https://cerebras.net/psc-spotlight/
Learn more about Neocortex at PSC: https://www.cmu.edu/psc/aibd/neocortex/
Learn more about scientific computing with Cerebras: https://cerebras.net/industry-scientific-computing/

Cerebras Systems and Pittsburgh Supercomputing Center (PSC) Fireside Chat

We started Cerebras with a vision to drastically change the landscape of compute for AI. In this five-part series, Sean Lie, Co-Founder and Chief Hardware Architect at Cerebras Systems shares some  of the “outside the die” thinking we believe is necessary to meet the demands of ML in the future.

Learn more: https://cerebras.net
Sign-up for updates: https://info.cerebras.net/subscribe

Thinking Outside the Die, Part 1: The Grand Challenge

The Cerebras Software Development Kit (Cerebras SDK) enables the developer community to create new wafer-scale applications across computational fluid dynamics, molecular dynamics, signal processing, and more.

Learn more:
https://cerebras.net/developers/
https://cerebras.net/software/

Introducing the Cerebras SDK

Dr. Dirk Van Essendelft (Principal Investigator, Advanced Computing and Artificial Intelligence, NETL), Michael James (Co-Founder and Chief Architect, Cerebras Systems), and Rebecca Lewington (Technology Evangelist, Cerebras Systems) discuss NETL's mission to deliver solutions for an environmentally sustainable and prosperous energy future and the role of artificial intelligence (AI) and high performance computing (HPC).

Watch NETL's Tech Talk on the Cerebras CS system: https://youtu.be/AjfI6x5Pje0
Learn more about our work with NETL: https://cerebras.net/cerebras-customer-spotlight-overview/spotlight-national-energy-technology-laboratory/
Learn more about Cerebras: https://cerebras.net

Cerebras Systems and National Energy Technology Laboratory (NETL) Panel

Cerebras Systems VP of Product, Andy Hock, discusses accelerating scientific discovery and impact with novel artificial intelligence (AI) processing power at the 2022 AI Systems Summit Research.

Learn more about Cerebras for Scientific Computing: https://cerebras.net/industry-scientific-computing/

Cerebras: Accelerating Scientific Discovery and Impact

Thinking Outside the Die, Part 2: Amplifying Moore’s Law

Thinking Outside the Die, Part 3: Designing From Ground Up for Neural Networks

Thinking Outside the Die, Part 4: Inherently Scalable Clustering

Thinking Outside the Die, Part 5: Meeting the Grand Challenge

Cerebras Systems performance engineer Adam Lavely explains programmability and architecture benefits for high performance computing (HPC) on a Cerebras CS-2 system, the world's most powerful HPC and AI accelerator.

Learn more about using the Cerebras CS-2 for HPC: https://8968533.fs1.hubspotusercontent-na1.net/hubfs/8968533/Powering-Extreme-Scale-HPC-with-Cerebras.pdf

Learn more about how NETL is using the CS-2 to remove bottlenecks: https://youtu.be/AjfI6x5Pje0 and https://cerebras.net/cerebras-customer-spotlight-overview/spotlight-national-energy-technology-laboratory/

Learn more about our partnership with Argonne National Laboratory: https://youtu.be/VwnTTLON6jQ and https://cerebras.net/cerebras-customer-spotlight-overview/spotlight-argonne-national-laboratory/

Learn more about Cerebras: https://cerebras.net

Programmability and architecture benefits for HPC on a Cerebras CS-2 system

Dirk Van Essendelft, Machine Learning and Data Science Engineer at the National Energy Technology Laboratory (NETL) shares how his team is using the Cerebras CS-1 to accelerate computational fluid dynamics.

Learn more about our work with NETL: https://cerebras.net/cerebras-customer-spotlight-overview/spotlight-national-energy-technology-laboratory/

NETL's Dirk Van Essendelft talks about the Cerebras CS-1

Dr. Venkatram Vishwanath (Data Science Team Lead, Argonne Leadership Computing Facility), Jessica Liu (Product Director, Cerebras Systems), and Rebecca Lewington (Technology Evangelist, Cerebras Systems) discuss Argonne's work with a Cerebras CS-2 system and ALCF's new AI Testbed, which aims to evaluate the usability and performance of machine-learning-based high-performance computing applications, running on next-generation AI accelerator machines.

Learn more about how ALCF is using a CS-2 to accelerate their important research: https://cerebras.net/cerebras-customer-spotlight-overview/spotlight-argonne-national-laboratory/
Learn more about the ALCF AI Testbed: https://www.alcf.anl.gov/alcf-ai-testbed
Learn more about this research: https://www.anl.gov/article/waltzing-the-virus-study-on-covid19-reproduction-earns-argonne-researchers-gordon-bell-special-prize
Learn more about Cerebras: https://cerebras.net

Cerebras Systems and Argonne Leadership Computing Facility (ALCF) Fireside Chat

Machine Learning Solutions Engineer Cindy Orozco Bohorquez walks through the simple process of compiling and running your PyTorch neural network code on the Cerebras CS-2 system.

Learn more
https://cerebras.net/blog/supporting-pytorch-on-the-cerebras-wafer-scale-engine/
https://cerebras.net/blog/getting-started-with-pytorch-bert-models-on-the-cerebras-cs-2-system/
https://cerebras.net/software/
https://docs.cerebras.net/

Running PyTorch on Cerebras' systems

Artificial Intelligence

Machine Learning

Data Science

High Performance Computing

Software

PyTorch

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Running PyTorch on Cerebras' systems

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