Code Together

Ralph De Wargny, Director of the Intel Liftoff for Startups joins Tony to discusshow this program is enabling startups around the world to bring innovation to lifethrough engineering support, go to market opportunities and business support. They also talk about the upcoming Intel Innovation conference and previous conferences where Intel Liftoff members have been highlighted for their work. Guest: Ralph De Wargny - Direct of Intel Liftoff for Startups Ralph De Wargny     Resources: Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html Intel® Tiber™ Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html Christoph Schuhmann TED talk https://www.youtube.com/watch?v=RJ-NbuRj5OU

Tony is joined by Nathan Odle to talk about how he takes consumer hardware and puts together systems to do fun AI tasks.  He has built systems using 7x NVIDIA 4090 and 7x Intel Arc A770.  Come here about his experience building the systems and using the software to solve real problems and squeeze maximum performance out of GPUs you can buy yourself. Guest: Nathan Odle is an engineer, rally racer, and AI enthusiast who enjoys combining cutting-edge technology with practical applications. In the pursuit of backprop, Nathan recently built a custom AI server using seven Intel Arc A770 graphics cards, showcasing how consumer hardware can be used for advanced AI tasks. You can learn more about how to build your own on his website: http://mov-axbx.com   Nathan Odle       Resources: Nathan's X https://x.com/mov_axbx Intel® Arc™ A770 GPU https://www.intel.com/content/www/us/en/products/details/discrete-gpus/arc.html Intel Extension for PyTorch https://github.com/intel/intel-extension-for-pytorch

Quality of content and the web can be extremely challenging. Is the quality and civility of the content appropriate?  Seekr is using AI to determine that for you as a business.  They also are able to extend their learnings to help businesses build better LLMs for their own custom usages. Stefanos Poulis, Chief of AI Research and Development, joins us to discuss how to build LLMs that measure civility or any other characteristic of a piece of content.  He also talks about how they are exposing their capabilities to allow other businesses to do the same based on their own criteria. Guests: Guests:        Stefanos Poulis Rahul Nair Learn More: Seekr https://www.seekr.com/   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Tiber™ Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Gaudi® Al Accelerators https://www.intel.com/content/www/us/en/products/details/processors/ai-accelerators/gaudi-overview.html

As AI applications become more prevalent, one of the biggest challenges is efficiently and cost effectively deploying your AI solution.  For some it is as simple as following whatever pricing model a backend API SaaS from Google or OpenAI charges.  But for others who are looking to deploy their own solutions, this can be challenging.  By leveraging inefficiencies in the cloud compute market, NodeShift is making compute resources accessible to a wider range of businesses. Guest: Mihai Mărcuță is an Oxford University data science alumni with a professional background from Microsoft (Azure), Twitter (X), Epic Games (Fortnite) and Cisco.  He co-founded NodeShift two years ago with Andrey Surkov. Mihai Mărcuță   Resources: Nodeshift http://nodeshift.com   Intel Tiber Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel Tiber Developer Cloud Blog https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/AI-Cloud-for-Everyone-Nodeshift-Leverages-the-Intel-Tiber-Cloud/post/1598332   Intel Ignite https://intelignite.com   Intel Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html

Scott Parker joins Tony to discuss the progress getting applications running on Aurora Supercomputer nodes.  From 2022 where the project started to today, significant progress has been made using a variety of programming models.  Kokkos, OpenMP and oneAPI have enabled migration of scientific and AI applications to run on the Intel CPUs and GPUs Aurora is built on. Guest: Scott Parker is the Lead for Performance Tools and Programming Models at the ALCF. He received his B.S. in Mechanical Engineering from Lehigh University, and a Ph.D. in Mechanical Engineering from the University of Illinois at Urbana-Champaign. Prior to joining Argonne, he worked at the National Center for Supercomputing Applications, where he focused on high-performance computing and scientific applications. At Argonne since 2008, he works on performance tools, performance optimization, and spectral element computational fluid dynamics solvers.   Scott Parker     Resources: Aurora Super Computer - https://www.alcf.anl.gov/aurora Intel Data Center Max GPU - https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html Intel Xeon Processors - https://www.intel.com/content/www/us/en/products/details/processors/xeon.html Intel oneAPI Base Toolkit - https://www.intel.com/content/www/us/en/developer/tools/oneapi/base-toolkit.html    

Eduardo joins Tony to talk about the latest news from OpenAI with GPT-4o and Google I/O with Gemini.  They also talk about who needs a large context windows and do developers benefit from these context windows getting larger.  Finally they discuss whether a larger context window can address the same issues as RAG or other solutions. Guest: Eduardo Alvarez - AI Solutions Engineer @ Intel Eduardo Alvarez     Links: OpenAI https://openai.com   Google I/O https://io.google/2024/   Eduardo's RAG E-Book https://www.linkedin.com/feed/update/urn:li:activity:7188539670400565249/   Intel on AI Podcast https://podcasts.apple.com/us/podcast/intel-on-ai   Follow Ryan Carson and check out our X Space 9AM PST M/W/F https://twitter.com/ryancarson

EpochZero and Bilic join Tony to discuss their experience last year in the Intel Liftoff Hackathon for African AI Startups.  They talk about how to get the most out of a hackathon as well as the benefits they got from participating in this particular hackathon. Intel supports startups through a variety of program. Hear about how Intel Liftoff Hackathon for AI Startups is supporting innovation on the African Continent. Also learn about a variety of programs, initiatives and collations driving deep tech in Africa. Guests: Mayowa Abejirin is an impact-driven techpreneur whose main interests are in building robotics systems and engineering AI (computer vision and language) algorithms to solve some of Africa's most pressing issues.   Dr. Kenneth Aguh is a medical doctor and radiologist and data scientist who is passionate about bring technology advancements into healthcare.   Saminu Salisu is a Certified Software Developer and the technical founder of Bilic. He is a PhD candidate at TU Wien with a research focus in Data Engineering and holds a master's degree in Electronic Security and Digital Forensics.   Mayowa Abejirin Dr. Kenneth Aguh   Saminu Salisu       Resources: EpochZero https://epochzero.xyz   Bilic https://bilic.io   Intel® Liftoff Hackathon for African AI Startups https://airtable.com/apphzz2omOZhalJDw/pagjhWl13D0jE2hnU/form   ModusAfrica https://modus.vc   Intel® Tiber™ Developer Cloud https://cloud.intel.com        

Dr. Bienvenu Soglo joins Tony to discuss the challenges of deep tech AI start up in Africa, and how the second annual Intel Liftoff Hackathon for AI Startups is helping to bridge some of those gaps.  They also discuss supporting the African continent to foster innovation. Intel supports startups through a variety of program. Hear about how IntelLiftoff Hackathon for AI Startups is supporting innovation on the African Continent. Also learn about a variety of programs, initiatives and collations driving deep tech in Africa. Guests:        Dr Bienvenu Soglo     Resources: Intel® Liftoff Hackathon for African AI Startups https://airtable.com/apphzz2omOZhalJDw/pagjhWl13D0jE2hnU/form   ModusAfrica https://modus.vc   Um6P Mohammed VI Polytechnic University https://um6p.ma/en   Prosper Africa https://www.prosperafrica.gov   iZET Hub https://izet.zetech.ac.ke   Open Startup https://www.linkedin.com/company/open-startup-international/   FAST Accelerator https://www.fastaccelerator.com   Innov8 Hub https://www.innov8hub.ng   N50 Project https://www.n50project.org

Rahul Nair joins Tony to discuss how Generative AI is changing how innovators innovate and how this shows up in the many hackathons Intel Liftoff for Startups participates in.  Generative AI enables immediate value creation from ideas.  From creating UIs from drawings and building backend solutions in hours instead of months, GenAI is changing how we build solutions. Guests:        Rahul Nair   Learn More: Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html   Hugging Face https://huggingface.co/   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html Hugging Face https://huggingface.co/ LA Hacks https://lahacks.com/home

Ben Asaf, CTO and Co-Founder of CLIKA, joins Tony to talk about bringing AI solutions to every device through various technologies that optimize models while retaining high levels of accuracy.  They also talk about the future of artificial intelligence software and hardware and how AI may need to change to really impact more users. Find this video podcast and others on the Intel Software Channel on YouTube! https://www.youtube.com/@IntelSoftware/podcasts Guest: Ben Asaf - CTO/Co-Founder of CLIKA Ben Asaf   Learn more: CLIKA: https://www.clika.io Intel Ignite: https://intelignite.com Intel® Core™ Ultra Processors: https://www.intel.com/content/www/us/en/products/details/processors/core-ultra.html Intel Gaudi AI Processors: https://habana.ai

David Berenstein joins Tony to discuss how Argilla is scaling LLM AI solutions.  They touch on how Argilla's end to end solutions simplify deploying LLMs in practice using their open source stack.  They also talk about how they are taking advantage of Intel Developer Cloud and Intel Gaudi AI Accelerators.  They also talk about how open source based software companies support their customers. Find this video podcast and others on the Intel Software Channel on YouTube! https://www.youtube.com/@IntelSoftware/podcasts Guest: David Berenstein - Developer Advocate Engineer @ Argilla David Berenstein   Learn more: Argilla https://argilla.io Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html Intel® Developer Cloud https://cloud.intel.com Intel Gaudi AI Accelerators https://habana.ai Hugging Face Spaces https://huggingface.co/spaces Intel® Geti™ https://geti.intel.com  

Markus and Florian of Starwit Technologies join Tony to talk about how AI can make our cities smarter using existing infrastructure.  They also talk about how AI is changing the development process and the rapidly changing AI landscape. Guests: Markus Zarbock - CEO/CoFounder Starwit Technologies Florian Stanek - Technical Lead CoFounder Starwit Technologies Markus Zarbock Florian Stanek Learn more: Starwit Technolgoies https://starwit-technologies.de/ Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html Intel® Xeon® CPU Max Series https://www.intel.com/content/www/us/en/products/details/processors/xeon/max-series.html  

Jonas Menesklou, CEO of AskUI joins Tony to talk about how Generative AI is changing the way startups and developers compete in a rapidly changing world powered by AI solutions.  They also discuss how human computer interaction will be affected by AI and how AskUI is helping enterprises streamline and test their workflows. Jonas Menesklou CEO of AskUI Jonas Menesklou   Learn more: AskUI https://askui.com   Intel Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html   AskUI Prompt to Text model https://huggingface.co/AskUI/pta-text-0.1   Top 2024 Trends from Our Intel Liftoff members Trends in AI 2024  

In Part 2 of the 2024 AI Trends to Watch podcast, Rahul and Ryan join Tony to talk about how Generative AI is affecting society, and strategies to ensure secure and productive AI solutions.  They also talk about the current state of AI code generation tools and whether such solutions are ready to replace developers. Guests:        Rahul Nair Ryan Metz Learn More: GitHub Copilot https://github.com/features/copilot   Intel Real-Time Deepfake Detector https://www.intel.com/content/www/us/en/newsroom/news/intel-introduces-real-time-deepfake-detector.html   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Core™ Ultra AI PC https://www.intel.com/content/www/us/en/products/docs/processors/core-ultra/ai-pc.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html  

Rahul and Ryan join Tony to talk about the top trends in AI that startups in the Intel Liftoff for Startups program see coming.  From multi-modal AI models to commoditization of LLM APIs, they discuss what to look out for in 2024. Guests:        Rahul Nair Ryan Metz Learn More: Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html   Hugging Face https://huggingface.co/   The Mango Jelly https://themangojelly.com/   Sitemana https://sitemana.com/   Genmo https://www.genmo.ai/   Prediction Guard https://www.predictionguard.com/   Argonne Leadership Computing Facility - Aurora https://www.alcf.anl.gov/aurora

Asaf Ezra joins Tony to discuss the benefits of Granulate how it can help improve the performance and reduce your cloud consumption without code changes.  They also talk about how Generative AI is changing the landscape of businesses and society. Guest: Asaf Ezra - CEO of Granulate Asaf Ezra   Learn more: Granulate https://granulate.io   InTechnology Podcast with Asaf Ezra hosted by Camille Morhardt https://youtu.be/0qfx2fq_lV4?si=Y3VFymQUoJWDObiw   Databricks and Photon https://www.databricks.com/ https://www.databricks.com/product/photon   Gluten https://github.com/oap-project/gluten   Spark https://spark.apache.org/   Kubernetes https://kubernetes.io   Llama 2 https://ai.meta.com/llama/   OpenAI https://openai.com   Mixtral Model https://mistral.ai/news/mixtral-of-experts/

Eduardo Alvarez joins Tony to talk about how the AI landscape for businesses and developers is changing rapidly, and how we need to move to take advantage of the opportunities and not get left behind. They also talk about fine-tuning Llama2 with LoRA on Gaudi2 and the benefits for users. Guest: Eduardo Alvarez - AI Solutions Engineer @ Intel Eduardo Alvarez   Learn more: Eduardo's blog post https://medium.com/@eduand-alvarez/a-case-for-operational-centric-ai-6e97dfa4fc23    oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Unified Acceleration Foundation https://uxlfoundation.org/   Bob Duffy Stable Diffusion https://www.youtube.com/watch?v=pF6DiktPsaA   Llama2 Fine-Tuning with Low-Rank Adaptations (LoRA) on Gaudi 2 Processors https://eduand-alvarez.medium.com/llama2-fine-tuning-with-low-rank-adaptations-lora-on-gaudi-2-processors-52cf1ee6ce11   President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence https://www.whitehouse.gov/briefing-room/statements-releases/2023/10/30/fact-sheet-president-biden-issues-executive-order-on-safe-secure-and-trustworthy-artificial-intelligence/

Darryl Adams joins Tony to talk about how generative AI solutions will change the way we interactive with technology.  They talk about how to extend current solutions, and how developers and technologists might design better solutions leveraging generative AI capabilities. Guest: Darryl Adams - Director of Accessibility at Intel. Darryl Adams     Resources: Goodmaps https://goodmaps.com Ximira https://www.ximira.org BeMyEyes https://bemyeyes.com   OpenAI https://openai.com   OmniBridge https://omnibridge.ai   Cephable https://cephable.com   Check out more Intel podcasts at: https://www.intel.com/podcasts

Advancements in genomics have accelerated significantly over the past few decades as compute technology has grown exponentially.  Professor Alessandra Ilic and Ricardo Nobre join Tony to talk about their research and how oneAPI is helping them accelerate research in the area of epistasis detection, which in genetics is when the effect of a gene or set of genes is affected by the presences or absence of another set of genes. Guests: Aleksandar Ilic is an Assistant Professor at the IST, University of Lisbon, and a Researcher of INESC-ID, Portugal. His research interests include high-performance and energy-efficient computing and modeling of parallel heterogeneous systems. Ricardo Nobre is a PostDoc researcher at the INESC-ID R&D center in Lisbon/Portugal, as part of the High-Performance Computing Architectures and Systems (HPCAS) research area. His interests include high-performance computing, parallel programming, compilers and machine learning. Aleksandar Ilic Ricardo Nobre   Resources: INESC-ID Achieves 9x Acceleration for Epistasis Disease Detection using oneAPI Tools and Intel Hardware https://www.intel.com/content/www/us/en/developer/articles/case-study/inesc-id-9x-acceleration-for-disease-detection-app.html?wapkw=inesc   Source Code https://github.com/hiperbio   Intel® Advisor https://www.intel.com/content/www/us/en/developer/tools/oneapi/advisor.html   Intel® VTune™ Profiler https://www.intel.com/content/www/us/en/developer/tools/oneapi/vtune-profiler.html   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   4th Gen Intel® Xeon® Scalable processors Intel® Data Center GPU Max Series   References: D. Marques, R. Campos, S. Santander-Jiménez, Z. Matveev, L. Sousa and A. Ilic. Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study. Paper presented in the 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS) Lyon, France, 2022. DOI: 10.1109/IPDPS53621.2022.00023 R. Nobre, A. Ilic, S. Santander-Jiménez and L. Sousa. Fourth-Order Exhaustive Epistasis Detection for the xPU Era. Paper presented in the 50th International Conference on Parallel Processing (ICPP), Chicago, USA, 2021. DOI: 10.1145/3472456.3472509 D. Marques, A. Ilic, Z. A. Matveev, and L. Sousa. Application-driven Cache-aware Roofline Model. Future Generation Computer Systems 107 (2020): 257-273. DOI: 10.1016/j.future.2020.01.044 Ilic, F. Pratas, and L. Sousa. Cache-aware roofline model: Upgrading the loft. IEEE Computer Architecture Letters 13.1 (2013): 21-24. DOI: 10.1109/L-CA.2013.6   Check out more Intel podcasts at: https://www.intel.com/podcasts

Eduardo Alvarez joins Tony to talk about using open large language models (LLMs) to compete with closed source alternatives isn't as hard as one may think.  He also talks about how the industry is changing around AI solutions with the popularity of open models thanks to companies like Hugging Face and the GPT4All community. Eduardo then talks about his experience running hackathons and the brand new Intel Developer Certification program, which he created the MLOps content for.  Finally they wrap up with a discussion about his journey as a LatinX engineer celebrating Hispanic Heritage Month. Guest: Eduardo Alvarez - AI Solutions Engineer @ Intel Eduardo Alvarez   Learn more:  Hugging Face https://huggingface.co/   GPT4All https://gpt4all.io   OpenVINO Toolkit https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.htm   Intel Neural Compressor https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html   Intel® Extension for Transformers https://github.com/intel/intel-extension-for-transformers   Intel® Neural Compressor https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html   Intel® Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io  

Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon and Usha Rengaraju, one of the judges of the competition.  They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space.  They also talk about their unique journeys as women in data science.   Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. Usha Rengaraju currently heads the data science research at Exa Protocol and she is the World's first women triple Kaggle Grandmaster. She specializes in Deep Learning and Probabilistic Graphical Models and was also one of the judges of Tiger Graph “ Graph for all – Million Dollar Challenge” in 2022. She is ranked as top ten Data Scientists in India for the year 2020 by Analytics India Magazine, ranked as top ten women data scientists by Analytics Insight magazine for 2021 and also ranked as top 150 AI Leaders and Influencers by 3AI magazine. Deepthi A J is a passionate and dedicated Ph.D. scholar with a strong focus on research and innovation. She is a trainer, who imparts knowledge and expertise to aspiring learners. With expertise in conveying complex ideas concisely, she contributes to both academic and professional realms. Anusha C A is a passionate software engineer with a drive for innovation and a deep curiosity for exploring new technologies. She is skilled in developing robust solutions through years of experience at Lam Research and Honeywell and is committed to diversity and inclusion to create a meaningful social impact.   Learn More: Intel Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io   Intel® AI Analytics Toolkit https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html

Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon.  They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space.   Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. Mohan Krishna R has around 13 years of experience in providing comprehensive solutions to complex data problem across multiple industries like technology, FMCG, retail etc. He is currently working as Principal AI Scientist at Course5 AI Labs.  His work around predicting the Indian Elections winner using social data got published in mainstream media include the Washington Post, Economic Times (digital & print) and Bloomberg. Sudarshan Bandyopadhyay is currently pursuing his masters from Indian Institute of Science, Bangalore in Robotics and Autonomous Systems (Cyber Physical Systems). His current area of interests are Edge AI, Embedded Systems and Machine Learning. He currently works under the guidance of Dr. Punit Rathore for developing an Intrusion Detection System using ML for Autonomous Vehicles. Yuvraj Singh Deora is an enthusiastic tech pursuer currently on the path to an Integrated M.Tech in Software Engineering at VIT. His drive lies in bridging the gap between cutting-edge technology and real-world solutions. From AI and IoT to Blockchain, he is dedicated to tackling practical challenges that truly matter.   Learn More: Intel Developer Cloud https://cloud.intel.com   oneAPI https://oneapi.io   Intel® AI Analytics Toolkit https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html

Tony is joined by Kevin Harms of Argonne Leadership Computing Facility (ALCF) and Mohamad Chaarwi of Intel to discuss how the open source Distributed Asynchronous Object Storage (DAOS) project will enable world class I/O performance on the Aurora Exascale Supercomputer. Guests: Kevin Harms is a team lead of the ALCF's Performance Engineering group. His interests include working on high performance storage and I/O. Mohamad Chaarawi is a senior software engineer in the DAOS group at Intel. He is responsible for the DAOS client library and other middleware IO libraries and application porting over the DAOS stack. Kevin Harms Mohamad Chaarawi Learn More: Aurora Supercomputer https://www.alcf.anl.gov/aurora   Argonne Leadership Computing Facility https://www.alcf.anl.gov    Distributed Asynchronous Object Storage (DAOS) https://docs.daos.io/v2.2/   IO500 List https://io500.org/list/sc22/full?sort=io500_bw&direction=desc   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Check out more Intel podcasts at: https://www.intel.com/podcasts

Enabled Play is a platform that helps anyone access and control their technology in ways that work for them. Enabled Play CEO Alex Dunn joins Tony to talk about how Enabled Play technology creates accessible experiences for games, productivity on any platform using their SDK.  Alex talks about how their AI technology uses Intel hardware and software to make these experiences a reality. Guest: Alex Dunn is CEO of Enabled Play.  He was just recognized as a Forbes 30 under 30 to watch in the Boston area.  He is focused on bringing solutions accessible solutions to businesses and individuals. Alex Dunn - CEO of Enabled Play Learn more:  Enabled Play https://enabledplay.com/   OpenVINO™ Toolkit http://openvino.ai   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html   Intel® Developer Cloud https://cloud.intel.com  

Ahmed Joudad, CEO of Beewant, a multimodal AI solutions company joins Tony to discuss how Beewant is solving problems by being a first mover in the multimodal AI space.  They talk about business solutions, as well as how Paris is taking advantage of their technology. Ahmed and Tony also talk about how Intel Liftoff for Startups, Intel Developer Cloud and oneAPI based solution are accelerating the capabilities and time to market of their platform. Finally they wrap up discussing Ahmed's path to being a founder/CEO, about the future of AI and why secure AI solutions matter. Guest: Ahmed Joudad is the founder of Beewant, an AI Platform that makes it easy for companies to navigate through large volumes of unstructured data. He spent most of his career working for a global provider of financial market data and platforms.  He always had a passion for technology, particularly AI and machine learning and believes that the key to unlocking the full potential of AI is high-quality data that would enable algorithms to learn and improve. Ahmed Joudad - CEO of Beewant   Learn more:  Beewant https://www.beewant.com/   oneAPI https://oneapi.io https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html   Intel® Developer Cloud https://cloud.intel.com  

Tony sits down with the Intel Geti team which is on the cutting edge of simplifying computer vision AI solutions for businesses.  They talk about how the product works and where businesses are integrating Intel Geti into their solutions.  They also talk about how AI has changed over the past 10 years and the possibilities of multi-modal AI solutions in the future. Guests: Ashutosh Kumar drives technical marketing efforts for Intel Geti. He holds a Ph.D. in Material Science and an MBA and 10+ years of experience in software development, R&D, and product across semiconductor, software security, and machine learning domains. Oliver Hamilton is the Intel Geti Technical Product Manager, shaping the roadmap items and future of Intel's computer vision training platform. He has a PhD in Computer Vision and has been working in the field for over 10 years on use cases from security, medical and agritech. Ashutosh Kumar Oliver Hamilton   The Intel Geti platform enables teams to rapidly build computer vision models and accelerate business automation with AI. It is a commercial software product by Intel, that comes with a 30-day trial option and is sold with an annual license. Learn More: Contact us: https://geti.intel.com/contact-us Watch the webinar to learn more: https://geti.intel.com/event/the-intel-geti-platform-breaking-the-bottlenecks-of-ai-development-with-an-agile-intuitive-platform Watch a demo: https://geti.intel.com/video/product-demo-core-capabilities-overview Case studies: https://geti.intel.com/case-studies Blogs: https://geti.intel.com/blogs Bravent Complex Machinery Assembly Use Case https://geti.intel.com/case-study/bravent-creates-agile-scalable-industrial-vision-solutions-with-intel-geti-platform-and-openvino-toolkit   Royal Brompton Primary ciliary dyskinesia (PCD)  Study https://geti.intel.com/case-study/new-computer-vision-platform-helps-clinicians-train-ai-to-recognize-a-rare-disease   Bird Box Bot https://twitter.com/BirdBoxBot   Intel® Distribution of OpenVINO™ Toolkit https://www.google.com/search?client=safari&rls=en&q=intel+openvino&ie=UTF-8&oe=UTF-8 Check out more Intel podcasts at: https://www.intel.com/podcasts

Asim Hussain joins Tony to discuss a wide range of topics around sustainability.  They talk about Asim's experience in the sustainability field and what software efforts exist around sustainability.  They also discuss how energy efficiency is measured for data centers, the metrics the Green Software Foundation have proposed and other broad topics around maximizing the value of sustainability efforts. Guest: Asim Hussain - Green Software Foundation Asim is a developer, author and speaker with over 20 years experience working for organizations such as the European Space Agency, Google, Microsoft and now Intel where he is the Director of Green Software. He's also the Executive Director and Chairperson of the Green Software Foundation, a global industry consortium with a mission to create a trusted ecosystem of people, standards, tooling and best practices for building green software.  Learn more:  Green Software Foundation https://greensoftware.foundation   Environment variables (GSF Podcast) https://podcast.greensoftware.foundation    SCI (software carbon intensity) specification https://greensoftware.foundation/articles/software-carbon-intensity-sci-specification-project   Climate Action .tech https://climateaction.tech   Data Center Power Usage Effectiveness (PUE) https://www.nrel.gov/computational-science/measuring-efficiency-pue.html   Google PUE reporting https://www.google.com/about/datacenters/efficiency/   The Green Web foundation https://www.thegreenwebfoundation.org   CO2.js https://www.thegreenwebfoundation.org/co2-js/    

Entrepreneurship is one of the most critical parts of the technology industry.  One of the topics we've been talking this year is the journey from developer or technologist to company founder.  Today we are joined by Peter Ma, who has founded multiple companies and will talk to us about his company SiteMana, how AI is changing the industry and how oneAPI is enabling his company to move quickly in a dynamic AI and advertising space. Guest: Peter Ma - Co-Founder SiteMana Learn more:  SiteMana https://sitemana.com oneAPI https://oneapi.io Intel® Liftoff for Startups https://software.seek.intel.com/intel-liftoff  

Environmental sustainability should be one of the most important considerations of technology going forward. Cloud and on-prem data centers consume a significant amount of energy, which maps to a signficant carbon footprint.  This month, we will be focusing on how developers can affect environmental sustainability by using a variety of efforts and technologies. Niki Manoledaki is a software engineer who works with the CNCF to advocate for cloud-native environmental sustainability by contributing to the CNCF Environmental Sustainability Technical Advisory Group. She is also a Maintainer of the GitOps WG. Marlow Weston is a Cloud Software Architect at Intel specializing in resource management.  She is co-chair of the CNCF Environmental Sustainability Technical Advisory Group.  She's also worked on MLOps, firmware, drivers, HPC cluster tools, and I/O HPC libraries.   Guests:        Niki Manoledaki Marlow Weston Learn More: CNCF TAG Environmental Sustainability https://github.com/cncf/tag-env-sustainability   Kubecon Presentation - Node Adaptive Power Tuning https://kccnceu2023.sched.com/event/1Hycj   Open Source Summit Presentation - Optimizing Full-Stack Sustainability in a Real World Data Center https://ossna2023.sched.com/event/1K58A/optimizing-full-stack-sustainability-in-a-real-world-data-center-practices-and-lessons-learned-chen-wang-hua-ye-fan-jing-meng-ibm  GitOps and Sustainability https://akuity.io/blog/argo-cd-kube-green/  

Karan Jain, the founder and CEO of NayaOne stops by to talk about how NayaOne is changing how companies access applications in the financial services industry and how oneAPI is contributing to that transformation.  We also talk about entrepreneurship and his journey to founding and running a successful startup. Guest: Karan Jain - CEO NayaOne Learn more:  NayaOne http://nayaone.com oneAPI https://oneapi.io

Innovation is at the heart of what drives technology companies.  In an effort to foster and grow technology solutions, Intel has created the Intel Liftoff for Startups Program.  Today we will talk to the two lead engineers helping drive this program and learn a little about how they help startups reach their goals. Guests:        Rahul Nair Ryan Metz Learn More: Intel® Liftoff for Startups https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.htm   Intel® Developer Cloud https://www.intel.com/content/www/us/en/developer/tools/devcloud/services.html   4th Gen Intel® Xeon® Scalable Processors with Built-In Accelerators https://www.intel.com/content/www/us/en/products/docs/processors/xeon-accelerated/4th-gen-xeon-scalable-processors.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html   oneAPI https://www.oneapi.io/ https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   HuggingFace https://huggingface.co/    

As software is being deployed to the Aurora exascale supercomputer at Argonne National Laboratory, we are learning more about the performance of the hardware and the potential scientific applications it can enable. Today we talk about Argonne's new Sunspot testbed and how research teams are using it to optimize code performance in preparation for early science runs on Aurora.  Guests: Tim Williams - Deputy Director of Argonne's Computational Science Division Venkat Vishwanath - Argonne Leadership Computing Facility Data Science Team Lead Tim Williams         Venkat Vishwanath Learn More: Intel eXtreme Performance Users Group (IXPUG) Presentation https://www.alcf.anl.gov/sites/default/files/2023-03/IXPUG-ASIA23%20_PortingSimAIDataAppsToAurora.pdf   Argonne Leadership Computing Facility https://www.alcf.anl.gov/   ALCF Early Science Program https://www.alcf.anl.gov/science/early-science-program   Argonne Sunspot Testbed Highlights https://www.alcf.anl.gov/news/argonne-s-new-sunspot-testbed-provides-ramp-aurora-exascale-supercomputer   Exascale Computing Project https://www.exascaleproject.org/   4th Gen Intel® Xeon® Scalable Processors with Built-In Accelerators https://www.intel.com/content/www/us/en/products/docs/processors/xeon-accelerated/4th-gen-xeon-scalable-processors.html   Intel® Data Center GPU Flex Series https://www.intel.com/content/www/us/en/products/docs/discrete-gpus/data-center-gpu/flex-series/overview.html   Intel® Data Center GPU Max Series https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/max-series.html   oneAPI https://www.oneapi.io/ https://www.intel.com/content/www/us/en/developer/tools/oneapi/overview.html   SYCL https://sycl.tech   Kokkos https://github.com/kokkos/kokkos   OpenMP https://www.openmp.org/   Distributed Asynchronous Object Storage (DAOS) https://docs.daos.io/v2.2/   ITER Tokamak (Paris) https://www.iter.org/mach/Tokamak   Conductive Education Center of Orlando (CECO) https://ceco.org    

Transformer models are the powerful neural networks that have become the standard for delivering advanced performance behind these innovations. But there is a challenge: Training these deep learning models at scale and doing inference on them requires a large amount of computing power. This can make the process time-consuming, complex, and costly. Today we will talk about all kinds of issues around accessible, production level AI solutions. We also talk about ethical questions around AI usage and why open, democratized AI solutions are important. Learn more: Hugging Face https://huggingface.co Hugging Face Hub https://huggingface.co/models Fast Inference on Large Language Models: BLOOMZ on Habana Gaudi2 Accelerator https://huggingface.co/blog/habana-gaudi-2-bloom Accelerating Stable Diffusion Inference on Intel CPUs https://huggingface.co/blog/stable-diffusion-inference-intel Transformer Performance with Intel & Hugging Face Webinar https://www.intel.com/content/www/us/en/developer/videos/optimize-end-to-end-transformer-model-performance.html#gs.pomt5k Intel Explainable AI Tools https://github.com/IntelAI/intel-xai-tools Intel Distribution of OpenVINO Toolkit https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.html Intel AI Analytics Toolkit (AI Kit) https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html Guests: Julien Simon – Chief Evangelist @ Hugging Face Ke Ding – Principal Engineer @ Intel

As the world moves towards more specialized hardware like GPUs, Google TPUs, Habana Gaudi (HPU), FPGAs, etc, enabling developers to run their code on the most efficient hardware can be challenging. Intel oneAPI and xPUs are at the vanguard of this shift and Digital Cortex is leading the way forward with its comprehensive set of products built on these emerging technologies. By providing unprecedented access to compute across varying architectures and platforms, Digital Cortex is helping developers unlock new levels of performance while simplifying development processes. We talk to Digital Cortex CEO Charlie Wardell to learn how Digital Cortex is building on top of the oneAPI vision to bring a marketplace of compute kernels to their platform that can run anywhere. Charlie also shares his thoughts on entrepreneurship and what made him make the leap from working in a company to founding a company. Learn more: Digital Cortex digital-cortex.io oneAPI oneapi.io Intel oneAPI toolkits intel.com/content/www/us/en/developer/tools/oneapi/overview.html#gs.rahkwl Guest: Charlie Wardell – CEO of Digital Cortex

Over the last couple of decades, the world of computer graphics has been growing at an amazing rate.  From animated movies to video games, consumers have reaped the benefits of these technological advances.  One of the latest algorithmic advances in rendering is path guiding.  Learn about path guiding and how you can take advantage of this cool technology using Chaos V-Ray and the Intel Path Guiding Library (OpenPGL) Learn more: Chaos V-Ray: chaos.com Intel Open Path Guiding Library (OpenPGL) Github github.com/OpenPathGuidingLibrary/openpgl Paper: A 5D Tree to Reduce the Variance of Monte Carlo Ray Tracing Author: Eric Lafortune researchgate.net/publication/2574746_A_5D_Tree_to_Reduce_the_Variance_of_Monte_Carlo_Ray_Tracing Paper: Importance driven path tracing using the photon map. Author: Henrik Jensen graphics.stanford.edu/~henrik/papers/ewr6.html   Paper: Robust Fitting of Parallax-Aware Mixtures for Path Guiding Author: Lukas Ruppert dl.acm.org/doi/10.1145/3386569.3392421 Paper: Practical Path Guiding for Efficient Light-Transport Simulation (a.k.a. Practical Path Guiding) Author: Thomas Müller dl.acm.org/doi/10.1111/cgf.13227 Paper: Path Guiding in Production Author: Jikra Vorba cgg.mff.cuni.cz/~jirka/path-guiding-in-production/2019/index.htm See also: oneapi.com Guests: Dian Nikolov – Software Engineer @ Chaos Sebastian Herholz – Software Engineer @ Intel

Quantum computing technology is becoming more viable, which means programming models are going to have to be created to harness this potentially world changing technology. To many developers, understanding the possibilities of quantum computing and moving from a binary world to a world of quantum states is challenging. Tony talks to Anne Matsuura, a physicist and Director of Quantum Applications and Architecture in Intel Labs about what quantum computing can do for society and how Intel is working on building hardware and software solutions to make that future a reality. We also talk about what a quantum computer actually looks like today (hint: it's not a tiny flat chip). Learn more: Intel Quantum Computing Homepage intel.com/content/www/us/en/research/quantum-computing.html oneAPI oneapi.io intel.com/content/www/us/en/developer/tools/oneapi/overview.html Guests: Anne Matsuura – Director of Quantum Applications and Architecture in Intel Labs

AI is the new hot thing in business. Everyone wants to talk about how they are harnessing AI to make their business better. However this is not a trivial process, and maybe companies are left wondering what went wrong. Aible is a company devoted to providing business impact in less than 30 days. We talk to Arijit Sengupta, the CEO of Aible, about how Aible is able to make an impact quickly. He talks about how Aible can transform an AI solution into a business solution, using high schoolers and Aible versus data scientists to prove the point. We also discuss bias in AI, the future of AI, and how AI has the power to transform how we work and live. Learn more: Aible aible.com Aible/Intel blog intel.com/content/www/us/en/developer/articles/technical/30-days-to-ai-value-intel-aible-solution.html#gs.krmfw7 Intel/Aible Performance Benchmark and Case Studies Report enaible.aible.com/hubfs/Intel_Aible_Benchmark.pdf Case Study Videos: How to guarantee impact from AI in 30 days aible.wistia.com/medias/2dddd6pr8i AI is a Waste of Money aible.com/ai-book Intel AI Analytics Toolkit intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html Intel Distribution of OpenVINO™ Toolkit intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.html oneAPI oneapi.io intel.com/content/www/us/en/developer/tools/oneapi/overview.html Guests: Arijit Sengupta – Aible CEO

As AI becomes more prevelent in society, one of the biggest questions is how can we take AI and harness it for good? One area that is extremely active is healthcare. AI is being explored across a variety of disciplines in the medical field. One way to use AI in healthcare is to make doctors more efficient, and that is precisely what Chest-rAi aims to do. Learn a little bit about how AI can be harnessed to make it easier for doctors to be more efficient and help more patients through use of Chest-rAi. Learn more: LTTS Chest-rAi and Intel AI Analytics and OpenVINO Toolkits blog intel.com/content/www/us/en/developer/articles/technical/ltts-chest-rai-and-intel-tools-redefine-radiology.html Chest-rAi ltts.com/solutions/healthcare/AI-radiography/chest-rAi Intel AI Analytics Toolkit intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit.html Intel Distribution of OpenVINO™ Toolkit intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.html oneAPI oneapi.io intel.com/content/www/us/en/developer/tools/oneapi/overview.html

The accelerator landscape has been rapidly changing over the past decade, and as super computers come online, they face the challenge of supporting the latest and greatest accelerators. Through use of C++. Kokkos and SYCL, the engineers working on the Aurora project at Argonne National Laboratory are demonstrating how to enable workloads that are performant now, while continuing to keep an eye on the future. Guests: Nevin Liber – Computer Scientist @ Argonne Leadership Computing Facility alcf.anl.gov/about/people/nevin-liber James Reinders – Technical Evangelist @ Intel linkedin.com/in/jamesreinders Learn more: 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 SYCL Tech sycl.tech oneAPI oneapi.io intel.com/content/www/us/en/developer/tools/oneapi/overview.html Kokkos github.com/kokkos/kokkos

Today, Codeplay Software announces expanding oneAPI for Nvidia and AMD GPUs, making multiarchitecture, multivendor programming much easier. This includes new plugins: oneAPI for Nvidia GPUs and oneAPI for AMD GPUs (beta). Software developers are increasingly looking to move away from proprietary interfaces and use open standards that are defined by the industry. This can allow them to target a broad set of platforms and architectures. oneAPI aims to bring this to reality by supporting the widest set of processors and accelerators. As a cross-industry initiative, oneAPI offers an open, standards-based, multiarchitecture programming model and specification. Having official plugins for Nvidia and AMD platforms is a major milestone for the oneAPI open community. The oneAPI Nvidia and AMD GPU plugins seamlessly work with the Intel oneAPI DPC++/C++ Compiler 2023 and many popular libraries, bringing open, standards-based programming to a range of processors from multiple hardware vendors. The oneAPI for Nvidia GPUs and oneAPI for AMD GPUs packages are available to download for free on the Codeplay website. Learn more: Intel oneAPI toolkits intel.com/content/www/us/en/developer/tools/oneapi/toolkits.html Codeplay developer.codeplay.com/home/ oneAPI for NVIDIA GPUs developer.codeplay.com/products/oneapi/nvidia/home/ oneAPI for AMD GPUs (beta) developer.codeplay.com/products/oneapi/amd/home/ James' blog on the Intel oneAPI 2023 Toolkit release intel.com/content/www/us/en/developer/articles/news/oneapi-2023.html Codeplay blog on the oneAPI for NVIDIA and AMD plugins codeplay.com/portal/blogs/2022/12/16/bringing-nvidia-and-amd-support-to-oneapi.html    Guests: Gordon Brown – Codeplay oneAPI Product Manager James Reinders – Intel Evangelist

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

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

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

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

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

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

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

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/

Ever since its introduction in 2014, SYCL has grown in popularity and adoption. It is a royalty-free, cross-platform abstraction layer that enables code for heterogeneous processors, written in a “single-source” style using C++ standards. The flexibility to deploy across multiple platforms, reuse code helps enable advanced hardware features that can be used by developers. This […]

The rapid advancement in machine learning and data science fields have aided data scientists in arriving at meaningful insights. However, it’s not been an easy task to optimize machine learning infrastructures to allow data scientists to focus on their core expertise. Today, we will discuss how certain tools and hardware optimizations are not only saving […]

In the gaming world, artificial intelligence (AI) is proving to be a game-changer. It has played a pivotal role in enhancing game-player's experiences. Amongst other capabilities, Artificial intelligence is used to generate responsive, adaptive, or intelligent behaviors primarily in non-player characters (NPCs) similar to human-like intelligence. With the right tools and access to advanced technologies, developers […]