Code Together

Copilot, ChatGPT, Stable Diffusion and Generative AI Will Change How We Develop, Work and Live

ChatGPT, DALL-E, Stable Diffusion and other generative AI have rapidly captivated the public. They provide new, easy ways, to create new content based on AI models that have been trained on large, public data sets. How does this technology work? What does it mean for society? In this podcast we discuss the technology behind generative AI, some of the potential legal and societal issues, and what the pros and cons of generative AI are.

Guests
Ezequiel Lanza – Open Source, AI Evangelist @ Intel
Benjamin Consolvo – AI Community Manager @ Intel

How Two University Students are Building an AI Chat Bot Using TensorFlow and oneAPI

Parallel programming models are often used on large scale systems, with huge datasets and a large amount of obvious parallelism. In this podcast, Tony talks to two university students that are building a chat bot using consumer hardware and standard frameworks like TensorFlow and oneAPI. They use TensorFlow to enable their AI model and SYCL to optimize various parts of their data pipeline.

They also talk about the Intel Student Ambassador program, Intel Discord, and how Josh and Harvey became part of the Intel social community.

For more information see:
Gavin AI Chat Bot
github.com/Gavin-Development

TensorFlow
tensorflow.org

SYCL
sycl.tech

oneAPI
oneapi.io
intel.com/content/www/us/en/developer/tools/oneapi/overview.html

Building LLVM to compile SYCL for NVIDIA GPUs
intel.github.io/llvm-docs/GetStartedGuide.html#build-dpc-toolchain-with-support-for-nvidia-cuda

Intel Student Ambassador Program
intel.com/content/www/us/en/developer/community/ambassadors.html

Intel Discord
discord.com/invite/intel

OpenAI – GPT-2, GPT-3 resources
openai.com

Google LaMDA
blog.google/technology/ai/lamda

Kaggle
kaggle.com

AI Predicts Heart Disease Risk Using Single X-Ray
press.rsna.org/timssnet/media/pressreleases/14_pr_target.cfm?ID=2388

Guests
Joshua Shiells – Student @ University of Kent
Harvey Johnson – Student @ University of Nottingham

Driving AI in a Hybrid Cloud Environment

One of the greatest challenges to using AI/ML in industry is reducing your time to solution so that your data scientist and engineers have a chance to iterate. Setting up a machine learning pipeline from scratch can be a complexity nightmare for MLOps engineers.

Steve Huels and Raghu Moorthy join Tony to discuss the value of RedHat OpenShift Data Science, how the platform is built, and how it can significantly reduce the initial deployment challenge. They also discuss some of the software deployed as part of the RedHat OpenShift Data Science platform and how these pieces drive cost effective, accelerated AI solutions from Cloud to Edge.

Intel-Redhat Partner page:
intel.com/content/www/us/en/developer/partner/red-hat.html

Open Data Hub:
opendatahub.io

RedHat Open Shift Data Science Sandbox:
developers.redhat.com/products/red-hat-openshift-data-science/getting-started

Guests:
Steve Huels – Senior Director for Red Hat’s Cloud Services
redhat.com/en/authors/steven-huels

Raghu Moorthy – Global Director Intel Sales and Marketing Group:
linkedin.com/in/raghunath-k-moorthy

Aurora and AI for Science

The Argonne Leadership Computing Facility (ALCF) and Intel are working together on Aurora, an Exascale supercomputer. As the ALCF and Intel prepare for Aurora, we consider how we will use this Exascale system to support AI for Science. Learn about how Aurora will expand the boundaries of existing science and how we can use Aurora to drive scientific research forward.

See what next-generation scientific problems are being slated to run on Aurora:
intel.com/content/www/us/en/customer-spotlight/stories/argonne-aurora-customer-story.html

Argonne Leadership Computing Facility and Aurora
alcf.anl.gov
alcf.anl.gov/aurora

oneAPI
oneapi.io
intel.com/content/www/us/en/developer/tools/oneapi/overview.html

DAOS
intel.com/content/www/us/en/high-performance-computing/daos.html

Intel oneAPI Data Analytics Library (oneDAL)
intel.com/content/www/us/en/develop/documentation/oneapi-programming-guide/top/api-based-programming/intel-oneapi-data-analytics-library-onedal.html

Intel oneAPI Collective Communications Library
intel.com/content/www/us/en/developer/tools/oneapi/oneccl.html

Horovod
github.com/horovod/horovod

Aurora and the Convergence of HPC, AI and Big Data Analytics

The Argonne Leadership Computing Facility (ALCF) and Intel are working together on Aurora, an Exascale supercomputer. As the ALCF and Intel prepare for Aurora, learn about the convergence of High Performance Computing (HPC), Artificial Intelligence (AI) and big data analytics. Learn how the ALCF is preparing its software, and its users for Aurora, including some challenges that can be overcome utilizing some of the latest Intel technologies. We also talk about the science Aurora will enable, and why you never know what questions will be answered or arise when using a supercomputer.

See what next-generation scientific problems are being slated to run on Aurora
intel.com/content/www/us/en/customer-spotlight/stories/argonne-aurora-customer-story.html

See also:
ALCF – Aurora
alcf.anl.gov/aurora
DOE’s INCITE Program
doeleadershipcomputing.org
Intel oneAPI
oneapi.intel.com
Intel oneAPI Toolkits
intel.com/content/www/us/en/developer/tools/oneapi/toolkits.html
Intel oneAPI HPC Toolkit
intel.com/content/www/us/en/developer/tools/oneapi/hpc-toolkit.html
Exascale Computing Project website
exascaleproject.org/
Aurora Early Science Program
alcf.anl.gov/science/early-science-program
Argonne National Lab’s Aurora Exascale System
intel.com/content/www/us/en/customer-spotlight/stories/argonne-aurora-customer-story.html
Intel and Argonne Developers Carve Path Toward
intel.com/content/www/us/en/newsroom/news/developers-carve-path-toward-exascale.html
Introducing the Aurora Supercomputer – Powered by Intel
intel.com/content/www/us/en/high-performance-computing/supercomputing/aurora-video.html

Enabling AI solutions from the Desktop to the Cloud

As AI continues to play an ever-increasing role in applications and decision-making, the challenges facing developers of these AI workloads continue to expand higher and higher. Through this talk, gain a deeper understanding of the current landscape and challenges facing AI developers and data scientists today, and Intel and Red Hat’s perspectives on the most pressing issues in this area. Learn how Intel and Red Hat’s partnership is addressing these challenges from local devices to the cloud by enabling Intel’s most popular AI developer optimizations on Red Hat OpenShift Data Science, and the potential opportunities for developers using this solution.

Intel-Redhat Partner page:
intel.com/content/www/us/en/developer/partner/red-hat.html

Intel AI Analytics Tookit Operator:
catalog.redhat.com/software/operators/detail/60d2745bfea5217cbb0f319a

Boost OpenShift Data Science with the Intel®AI Analytics Tookit:
developers.redhat.com/articles/2022/09/21/boost-openshift-data-science-intel-ai-analytics-toolkit

Intel AI/ML Overview
intel.com/content/www/us/en/developer/topic-technology/artificial-intelligence/overview.html

Guests
Audrey Reznik. – Senior Principal Engineer at Red Hat
linkedin.com/in/audrey-reznik-570a9542

Rachel Oberman – AI Software Solutions Engineer at Intel
linkedin.com/in/racheloberman

Preparing Applications for Aurora in the Exascale Era

Intel, HPE, and Argonne National Lab are collaborating closely to deliver Aurora. Built on Intel’s architecture, Aurora will be Argonne’s first Exascale, high performance computing system. Its performance is expected to exceed exaflops, which is 2 billion billion calculations per second. It’s enormous scale and performance levels will accelerate research in science and engineering fields at a scale that is not possible today.

ACLF – Aurora:
alcf.anl.gov/aurora
DOE Leadership Project:
doeleadershipcomputing.org
Intel oneAPI:
oneapi.intel.com
Intel oneAPI Toolkits:
intel.com/content/www/us/en/developer/tools/oneapi/toolkits.html
Intel oneAPI HPC Toolkit:
intel.com/content/www/us/en/developer/tools/oneapi/hpc-toolkit.html
Exascale Computing Project website:
exascaleproject.org/
Aurora Early Science Program:
alcf.anl.gov/science/early-science-program
ALCF Aurora:
alcf.anl.gov/aurora
Preparing for science in the Exascale article:
alcf.anl.gov/aurora
Argonne National Lab’s Aurora Exascale System:
intel.com/content/www/us/en/customer-spotlight/stories/argonne-aurora-customer-story.html
Intel and Argonne Developers Carve Path Toward?Exascale:
intel.com/content/www/us/en/newsroom/news/developers-carve-path-toward-exascale.html
Introducing the Aurora Supercomputer – Powered by Intel:
intel.com/content/www/us/en/high-performance-computing/supercomputing/aurora-video.html

Guests:
Scott Parker, Team Lead, Performance Engineering at ALCF
Scott Parker – sparker@alcf.anl.gov

Michael D’mello, Program Manager, Intel
Michael D’mello – michael.dmello@intel.com

Synthetic DNA & oneAPI :: Revolutionizing the Digital Storage

The exponential growth of data generation and the need for it’s storage is driving the next phase of innovation in data storage. Scientists are now able to store information as molecules of DNA, which both scalable and accurate. With the right set of open-source tools and optimizations, synthetic DNA is paving the way for the next generation of advancements

Industry Guest: Raja Appuswamy, Assistant Professor, EURECOM – Data Science Department
https://www.linkedin.com/in/raja-appuswamy-b418425/
https://twitter.com/raja_appuswamy

Intel Guest: Sujata Tibrewala, Sr. Manager Open Source Alliance
https://www.linkedin.com/in/sujata-tibrewala-a531198/
https://twitter.com/sujatatibre

Resources
https://oligoarchive.eu/
https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html
https://www.oneapi.io/
https://www.intel.com/content/www/ca/en/developer/overview.html
https://www.intel.com/content/www/us/en/developer/articles/success-story/dna-storage-heterogeneous-architectures-oneapi.html
https://www.intel.com/content/www/us/en/developer/videos/oneoligo-use-oneapi-to-accelerate-dna-data-storage.html
https://devmesh.intel.com/projects/oneoligo-860c37
https://devmesh.intel.com/users/raja-appuswamy
https://riscv.org/