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There has been tremendous demand to deploy AI models across new and diverse hardware architectures.  Many of these architectures include a variety of processing nodes and specialized hardware accelerators. The challenge is to take trained AI models developed in various open-source software frameworks and execute them efficiently on these architecures.  Software tools must evolve to provide features such as AI model import, graph analysis, quantization, optimization, and code generation.  Creating AI-centric software development tools is a complex undertaking that requires expertise in AI network theory and construction, high-performance computing, compilers, and embedded systems. This talk will share some of our experiences developing Cadence’s NeuroWeave Software Development Kit (SDK).  NeuroWeave is a collection of tools and software libraries for optimizing and compiling AI models in order to execute them efficiently on Tensilica DSPs and Neo accelerators. 

Author:

Eric Stotzer

Software Engineering Group Director
Cadence

Eric Stotzer is a Software Engineering Group Director at Cadence Design Systems, where he is responsible for the Neuroweave SDK and  Xtensa Neural Network Compiler (XNNC). Eric worked for 30 years at Texas Instruments developing system software tools for DSPs and MCUs.  Before coming to Cadence, he was at Mythic working on a neural network compiler for mixed-signal AI accelerators.  He is a coauthor of the book Using OpenMP - The Next Step: Affinity, Accelerators, Tasking, and SIMD, (MIT Press 2017). Eric holds a PhD in Computer Science from the University of Houston.

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Eric Stotzer

Software Engineering Group Director
Cadence

Eric Stotzer is a Software Engineering Group Director at Cadence Design Systems, where he is responsible for the Neuroweave SDK and  Xtensa Neural Network Compiler (XNNC). Eric worked for 30 years at Texas Instruments developing system software tools for DSPs and MCUs.  Before coming to Cadence, he was at Mythic working on a neural network compiler for mixed-signal AI accelerators.  He is a coauthor of the book Using OpenMP - The Next Step: Affinity, Accelerators, Tasking, and SIMD, (MIT Press 2017). Eric holds a PhD in Computer Science from the University of Houston.

 

Eric Stotzer

Software Engineering Group Director
Cadence

Eric Stotzer is a Software Engineering Group Director at Cadence Design Systems, where he is responsible for the Neuroweave SDK and  Xtensa Neural Network Compiler (XNNC). Eric worked for 30 years at Texas Instruments developing system software tools for DSPs and MCUs.  Before coming to Cadence, he was at Mythic working on a neural network compiler for mixed-signal AI accelerators.  He is a coauthor of the book Using OpenMP - The Next Step: Affinity, Accelerators, Tasking, and SIMD, (MIT Press 2017). Eric holds a PhD in Computer Science from the University of Houston.

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Eric Stotzer

Software Engineering Group Director
Cadence

Eric Stotzer

Software Engineering Group Director
Cadence

Eric Stotzer is a Software Engineering Group Director at Cadence Design Systems, where he is responsible for the Neuroweave SDK and  Xtensa Neural Network Compiler (XNNC). Eric worked for 30 years at Texas Instruments developing system software tools for DSPs and MCUs.  Before coming to Cadence, he was at Mythic working on a neural network compiler for mixed-signal AI accelerators.  He is a coauthor of the book Using OpenMP - The Next Step: Affinity, Accelerators, Tasking, and SIMD, (MIT Press 2017). Eric holds a PhD in Computer Science from the University of Houston.

 

Manish Patel

Founding Partner
Nava Ventures

Manish Patel is the visionary founder of Nava Ventures, a pioneering venture capital firm headquartered in the heart of Silicon Valley. With a career spanning dozens of years at the forefront of technological innovation, Manish is renowned as a Silicon Valley Veteran with a knack for solving complex problems at the intersection of business, technology, and human experience.

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Manish Patel

Founding Partner
Nava Ventures

Manish Patel

Founding Partner
Nava Ventures

Manish Patel is the visionary founder of Nava Ventures, a pioneering venture capital firm headquartered in the heart of Silicon Valley. With a career spanning dozens of years at the forefront of technological innovation, Manish is renowned as a Silicon Valley Veteran with a knack for solving complex problems at the intersection of business, technology, and human experience.

Throughout his career, Manish has worn many hats – from operational maven and inventive trailblazer to astute venture capitalist. His deep-seated expertise in global business and product development, coupled with an unwavering passion for transformative technologies, positions him as a driving force behind Nava Ventures' success.

Prior to founding Nava Ventures, Manish held pivotal roles at Google and Highland Capital. At Google, he served as an early product leader, spearheading teams responsible for the design, development, and scalability of groundbreaking products such as Google Ads, GoogleTV, and Google Maps. Later, at Highland Capital, Manish played a key role in expanding the firm's footprint in California, further cementing his reputation as a strategic visionary in the venture capital landscape.  In 2021, Manish embarked on his entrepreneurial journey by establishing Nava Ventures. With a persistent focus on unique technology and experienced management teams, Nava focuses on early-stage investments across a diverse portfolio spanning AI technologies, data analytics, healthcare innovations, and financial services.

Beyond his professional pursuits, Manish's passion for knowledge sharing and mentorship is evident in his roles as an esteemed educator. For years, he has served as a dedicated instructor at the Stanford School of Engineering, nurturing the next generation of tech engineers and innovators. Additionally, his commitment to fostering entrepreneurship extends globally, as he proudly serves as a Fellow at the University of Toronto's Creative Destruction Lab (CDL) and is a Distinguished Fellow at IDEO and has more than a dozen patents.

 

Divya Raghavan

Principal
NGP Capital

Divya Raghavan is a venture investor and technology enthusiast with a diverse background in product management, software engineering, and venture capital. She currently serves as a Principal of the US investment team at NGP Capital, where her primary focus revolves around software, data, and edge infrastructure. Her expertise lies in identifying and nurturing cutting-edge startups poised to revolutionize these sectors. Divya brings solid technical acumen to venture investing.

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Divya Raghavan

Principal
NGP Capital

Divya Raghavan

Principal
NGP Capital

Divya Raghavan is a venture investor and technology enthusiast with a diverse background in product management, software engineering, and venture capital. She currently serves as a Principal of the US investment team at NGP Capital, where her primary focus revolves around software, data, and edge infrastructure. Her expertise lies in identifying and nurturing cutting-edge startups poised to revolutionize these sectors. Divya brings solid technical acumen to venture investing.

Prior to her role at NGP Capital, Divya was a leader in software engineering at Citrix and led product management teams at SugarCRM.  In her journey towards venture investing, Divya gained invaluable experience at VC firms, including Costanoa Ventures and Samsung NEXT Ventures, where she further deepened her understanding of the startup ecosystem.

Within NGP Capital, Divya has led investments in notable companies such as Coda, Immuta, ArmorCode and Nova Labs. Her keen eye for innovation and a strong track record of successful investments have made her a trusted voice in the venture capital landscape. Beyond her professional endeavors, Divya is also an avid angel investor, continuously contributing to early product ideation and GTM, always ready to wear her product hat.

Divya received an MBA from MIT Sloan School of Management and a Master’s degree in Computer Science from the University of Florida, Gainesville.

Lane Kent

An amazing collection of talented and passionate advocates for pets, from a wide range of disciplines.  Action-packed and just the right mix of large and small group discussions

Becky Billups

The range and depth of the people we got to network with was really valuable. I was surprised at how many leads we now have to take home and explore further. 

Anna Petrova

For us as a new brand it was extremely useful and promising! I got new contacts, partners and event clients. Really looking forward to the next one! 

Talía Bonmatí

Whether you are a corporation, a startup, or a professional looking to break into the pet care industry, Pet Connect is an essential event. It provides invaluable insights into how the industry operates from various perspectives and highlights the direction it will take in the coming years. Plus, you'll have the opportunity to connect with top-tier contacts, engage in productive discussions, and experience the exceptional event organization by the Kisaco team, ensuring every moment is worthwhile.