insideAI Information is happy to announce being a Media Accomplice for the upcoming AI Hardware & Edge AI Summit taking place Sept. 9-12, 2024 in San Jose, Calif. Register now utilizing the particular insideAI Information low cost code “Insideai15” HERE. Editor-in-Chief & Resident Information Scientist, Daniel D. Gutierrez can be attending in-person to maintain a pulse on this advancing {industry}. He can be conducting interviews with among the movers and shakers from the AI {industry} ecosystem.
The AI {Hardware} & Edge AI Summit is the last word vacation spot for your complete AI and ML ecosystem, with a collaborative mission to practice, deploy and scale machine studying methods which can be quick, reasonably priced, and environment friendly. Whether or not it’s forging new partnerships, staying forward of the ever-changing semi-conductor panorama, studying tips on how to construct, practice, and deploy environment friendly methods, assembly friends, studying from AI luminaries, or just gaining publicity to the world of AI infrastructure, you’ll discover over 1,200 likeminded individuals at our occasion. Take it from the 1000’s of {industry} friends who’ve attended prior to now, in the event you’re within the AI infrastructure and semiconductor worlds, that is one to not miss!
“I used to be actually delighted on the variety of leaders, thought-leaders and massive thinkers, that I used to be in a position to converse with and suppose by means of how {hardware} can proceed to drive AI’s progress,” mentioned Andrew Ng, Founder & CEO, Touchdown AI (talking concerning the AI {Hardware} & Edge AI Summit 2023).
Featured Corporations
On the AI {Hardware} & Edge AI Summit, insideAI Information plans to spotlight quite a lot of corporations from the AI {industry} vendor ecosystem. Beneath, you’ll discover a brief description of every of those compelling corporations:
Amazon Net Providers
Amazon Web Services (AWS) presents a wide range of companies to assist companies use synthetic intelligence (AI) and machine studying (ML) to construct, run, and combine options. AWS companies can assist with use circumstances like utility improvement, pure language processing, and AI-generated content material.
AMD
Advanced Micro Devices (AMD) is a know-how supplier that provides a variety of AI options for a wide range of industries, together with automotive, healthcare, industrial, and telecommunications. AMD’s AI options are designed for workloads corresponding to large-scale mannequin coaching, real-time inferencing, video analytics, advice engines, and immersive gaming experiences.
Ayar Labs
Ayar Labs is an organization that develops optical I/O options to handle knowledge bottlenecks in AI methods. Their purpose is to maximise the efficiency and compute effectivity of AI infrastructure whereas decreasing prices, latency, and energy consumption. Ayar Labs’ options embrace: TeraPHY optical I/O chiplets and SuperNova distant gentle supply
Blaize
Blaize is a pacesetter in Edge AI computing, providing a transformative structure for {hardware} and software program advancing AI options for automotive, industrial, good metro, good retail and safety markets. By innovating advances in vitality effectivity, flexibility, and value, Blaize allows builders to innovate new lessons of merchandise to deliver the advantages of AI and machine studying to a broad vary of use circumstances.
The Blaize Graph Streaming Processor (GSP) structure allows new ranges of processing energy at low energy with excessive efficiency superb for AI inferencing workloads in edge-based functions. The GSP structure represents a basic option to change how we compute the extraordinary workloads of the longer term.
Blaize AI Studio software program transforms productiveness of the entire AI edge utility lifecycle from thought by means of improvement, deployment, and administration. The {industry}’s first code-free, end-to-end open software program platform for your complete AI edge utility lifecycle, AI Studio breaks the present utility improvement and MLOps obstacles to the adoption of AI edge know-how.
BrainChip
BrainChip is a pacesetter in edge AI on-chip processing and studying. The corporate’s first-to-market convolutional, neuromorphic processor, AkidaTM, mimics the event-based processing technique of the human mind in digital know-how to categorise sensor knowledge on the level of acquisition, processing knowledge with unparalleled energy-efficiency and impartial of the CPU or MCU with excessive precision. On-device studying that’s native to the chip with out the necessity to entry the cloud dramatically reduces latency whereas enhancing privateness and knowledge safety. In enabling efficient edge computing to be universally deployable throughout real-world functions, corresponding to linked automobiles, shopper electronics, and industrial IoT, BrainChip is proving that on-chip AI is the longer term for purchasers’ merchandise, the planet and past.
Dell Applied sciences
Dell Applied sciences (NYSE:DELL) helps organizations and people construct their digital future and remodel how they work, dwell and play. The corporate gives clients with the {industry}’s broadest and most progressive know-how and companies portfolio for the AI period. Dell gives applied sciences that speed up and simplify AI adoption together with PCs, Dell APEX, Multicloud and Edge options that remodel concepts into motion.
AI and GenAI are remodeling enterprise at an unprecedented tempo, providing a wide range of benefits that can provide your corporation a aggressive edge in a quickly evolving panorama. Dell AI Solutions can assist unlock key insights out of your knowledge and elevate your productiveness, buyer expertise, and innovation.
D-Matrix
D-Matrix is a Santa Clara-based AI-processor startup that develops chips for generative AI and huge language fashions. Their chips use digital in-memory computing (IMC) to run Transformer-based inference fashions and tackle bandwidth and latency constraints. D-Matrix’s purpose is to make generative AI less expensive and scalable, and to vary the trajectory of AI vitality consumption, which is anticipated to exceed the human workforce by 2025.
EdgeCortix
EdgeCortix is a fabless semiconductor design firm centered on enabling energy-efficient edge intelligence. Based in 2019 with the novel thought of taking a software program first strategy, whereas designing a synthetic intelligence particular runtime reconfigurable processor from the bottom up utilizing a way referred to as “{hardware} & software program co-exploration.” Concentrating on superior pc imaginative and prescient functions first, utilizing proprietary {hardware} and software program IP on present processors like Discipline Programmable Gate arrays (FPGAs) and customized Utility Particular Built-in Circuits (ASICs), the corporate is geared in the direction of positively disrupting the quickly rising AI {hardware} area throughout protection, aerospace, good cities, {industry} 4.0, autonomous automobiles and robotics.
Furiosa
FuriosaAI, based in 2017, focuses on high-performance knowledge middle AI chips concentrating on probably the most succesful AI fashions and functions. Gen 1 product WARBOY (Samsung 14nm), concentrating on superior pc imaginative and prescient functions, has efficiently entered quantity manufacturing and is now deployed in public clouds and on-prem knowledge facilities. Gen 2 product RNGD (TSMC 5nm; pronounced like Renegade) equipping HBM3 is ready to launch this 12 months to handle the rising demand for extra energy-efficient and highly effective computing for LLM and Multimodal deployment.
Intel
Intel creates world-changing know-how that improves the life of each particular person on the planet. As we speak they’re making use of their attain, scale, and sources to allow their clients to capitalize extra absolutely on the ability of digital know-how. Impressed by Moore’s Regulation, Intel repeatedly work to advance the design and manufacturing of semiconductors to assist tackle their clients’ biggest challenges. Energy AI in every single place with Intel® with confirmed AI experience, un unmatched accomplice ecosystem, and a complete {hardware} and software program portfolio. Intel can assist you ship the AI outcomes you want.
Lemurian Labs
At Lemurian Labs, the mission is to ship reasonably priced, accessible, and environment friendly AI computer systems as a result of the corporate believes in a world the place AI isn’t a luxurious however a device for everybody. The founding workforce brings collectively experience in AI, compilers, numerical algorithms, and pc structure to reimagine accelerated computing. The strategy makes it attainable for organizations of any dimension to equally profit from the transformative potential of AI.
Lightning AI
Lightning AI is the all-in-one platform for AI improvement. Code collectively. Prototype. Prepare. Scale. Serve. Out of your browser – with zero setup. From the creators of PyTorch Lightning.
Nscale
Nscale‘s GPU cloud platform is engineered for the calls for of AI, providing high-performance compute optimized for coaching, fine-tuning, and intensive workloads. From its knowledge facilities to software program stack, Nscale is vertically built-in in Europe to supply unparalleled efficiency, effectivity and sustainability.
Positron
Positron delivers vendor freedom and quicker inference for each enterprises and analysis groups, by permitting them to make use of {hardware} and software program explicitly designed from the bottom up for generative and huge language fashions (LLMs). By way of decrease energy utilization and drastically decrease whole value of possession (TCO), Positron allows you to run well-liked open supply LLMs to serve a number of customers at excessive token charges and lengthy context lengths. Positron can also be designing its personal ASIC to develop from inference and advantageous tuning to additionally assist coaching and different parallel compute workloads.
Rebellions
The founding workforce of Rebellions relocated to Korea from New York and elsewhere in 2020 to revolutionize AI chip {industry}. On the coronary heart of the Korean Silicon Eco-system, Rebellions has constructed a cutting-edge AI inference accelerator and full-stack software program optimized for generative AI.
Inside simply three years of its inception, the corporate has launched two groundbreaking chips: the finance market centered ION, launched in 2021, and the datacenter-focused ATOM, taped-out in 2023. ATOM has demonstrated its superior efficiency within the MLPerf benchmarks and has been commercialized in an information middle by means of a strategic partnership with KT(Korea Telecom), the most important IDC firm in South Korea.
At the moment, Rebellions is growing its next-generation AI chip, REBEL, outfitted with HBM3E in a collaboration with Samsung Electronics, paving the way in which for the superior know-how within the period of generative AI.
Recogni
Recogni designs and builds multimodal GenAI inference methods for knowledge facilities. Recogni’s methods are powered by Pareto, the logarithmic math quantity system that helps AI inferencing at knowledge middle scale. Pareto radically simplifies AI compute by turning multiplications into additions making our chips smaller, quicker, and fewer energy-hungry with out compromising accuracy.
With a world footprint in Europe and North America, Recogni is residence to industry-leading expertise throughout chip design, AI/ML, methods engineering, networking, software program, and enterprise. Our mission: construct probably the most compute-dense and energy-efficient GenAI inference system to assist knowledge facilities maximize the utilization of compute, area, and vitality.
SambaNova
SambaNova is a computing startup centered on constructing the {industry}’s most superior methods platform to run AI functions from the datacenter to the sting.
SiMa
SiMa.ai is the software-centric, embedded edge machine studying system-on-chip (MLSoC) firm. SiMa.ai delivers one platform for all edge AI that flexibly adjusts to any framework, community, mannequin, sensor, or modality. Edge ML functions that run fully on the SiMa.ai MLSoC see a tenfold enhance in efficiency and vitality effectivity, bringing greater constancy intelligence to ML use circumstances spanning pc imaginative and prescient to generative AI, in minutes. With SiMa.ai, clients unlock new paths to income and important value financial savings to innovate on the edge throughout industrial manufacturing, retail, aerospace, protection, agriculture, and healthcare.
Hitachi Ventures
Hitachi Ventures has been exploring agentic AI infrastructure and functions, even experimenting with constructing its personal process administration and summarization brokers. When the corporate started final 12 months, the market was largely dominated by “ChatGPT” wrappers and open-source frameworks. Nonetheless, they’ve seen extra founders and operators assembling elements to construct absolutely automated workflows able to dealing with unstructured knowledge and dynamic contexts.
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