Baya Techniques, a chip know-how firm that wishes speed up clever computing, raised $36 million in funding.
Maverick Silicon led the spherical, which additionally included strategic funding from Synopsys and present traders together with Matrix Companions and Intel Capital reinvesting into the corporate.
The funding will help operational development, accelerating the event and deployment of the corporate’s software-driven system IP know-how portfolio for system-on-chip (SoC) designs and the rising chiplet economic system.
As clever computing continues to develop, its calls for for AI capabilities, extra environment friendly information motion and compute density are driving the evolution of SoCs into “system-of-chips” fashions. Through the use of chiplets, this new method gives scalable efficiency, optimized energy and decreased prices with out relying solely on conventional approaches, the place additional advances have been sluggish in coming and are rising dearer.
Baya delivers modular options designed to adapt to altering wants and benefit from these advantages for next-gen designs for AI, automotive and information middle infrastructure—whereas additionally complying with rising requirements like Extremely Accelerator Hyperlink (UALink) die-to-die interconnect for additional accelerated AI scaling.
“Generative AI and multimodal compute have clearly shown that the real challenge has transitioned from compute engines to data movement and connectivity to truly deliver on the performance and efficiency needs of AI acceleration and scale compute infrastructure and communications,” mentioned Andrew Homan, managing director at Maverick Silicon, in an announcement. “The team at Baya Systems is uniquely positioned to fill this critical gap in the industry with its WeaverPro, WeaveIP and other solutions.”
Baya Techniques has raised $36 million.
To raised help AI and different compute-heavy and data-intensive functions, Baya gives a holistic method to design, analyze and construct advanced, extremely performant multi-die methods that overcome conventional semiconductors’ bottlenecks of information motion and scalability.
Baya’s foundational WeaverPro software program allows steady refinement of data-driven structure and micro-architecture growth from preliminary specification by means of post-silicon tuning, with built-in simulation and workload evaluation that ensures the design delivers on KPIs.
The great WeaveIP superior system IP portfolio, with its distinctive transport, helps customized and customary protocols, maximizes efficiency and throughput whereas minimizing latency, silicon footprint and energy, quickly delivering advanced options.
“Baya Systems has executed ahead of schedule on building the team, the technology and the products that deliver on its vision to solve the high-performance system design challenge for the semiconductor industry,” mentioned Stan Reiss, common associate at Matrix Companions, in an announcement. “This has uncovered a much larger scope for the company, and in our view, this new infusion of capital is necessary to extend leadership and capitalize on that opportunity.”
With a high-power staff of entrepreneurial leaders and engineers from corporations like Apple, AMD, Arm, Intel, Qualcomm, and legendary microprocessor architect Jim Keller as chairman, Baya has quickly emerged out of stealth, delivered its flagship product to market and is now positioned to develop its market share.
“Designing increasingly complex combinations of CPUs, GPUs, neural network accelerators and other processors is a brute-force solution that the industry cannot rely on forever. It simply comes with too many risks: high re-engineering costs, difficulty scaling and potentially hitting the market with sub-par metrics,” mentioned Sailesh Kumar, founder and CEO, Baya Techniques. “Baya’s performance-focused, software-based approach, coupled with our unique transport and modular fabric IP, is designed from the ground up to produce complex multi-die solutions that are correct by construction with a simplified design process.”
Early Baya clients and companions embrace Tenstorrent, which has licensed Baya know-how for its AI and RISC-V chiplet options, and a few but to be introduced partnerships, signaling Baya’s rising traction and international attain.
Baya Techniques’ tech is chiplet prepared, which means it may be constructed right into a system the place a bunch of chips sit atop a silicon substrate in an answer that maximize processing energy, vitality effectivity and networking velocity.
The corporate mentioned it has grown in a focused, even handed method. 9 months after inception, Baya accomplished its first license and product supply. Baya’s development accelerated after it emerged from stealth: the corporate secured a number of clients and partnerships.
The corporate is near 50 staff, and its aim is to quadruple bookings and income by the tip of 2025.
As for the inspiration, Baya Techniques began with a imaginative and prescient to allow semiconductor system design to effectively transition to the chiplet period and match the exponentially growing calls for of clever compute (the tight integration of various compute parts resembling CPUs, GPUs and accelerators that allow the various computational necessities of AI).
Origins
Baya Techniques’ leaders
The cofounders — Sailesh Kumar, Eric Norige and Joji Philip — beforehand labored collectively at NetSpeed and later at Intel following its acquisition. At Intel, they significantly targeted on the Xeon household of processors, making a SoC builder and different instruments to handle then-present challenges of scaling computational capabilities.
Baya Techniques was included in March 2023 and got here out of stealth in June 2024. Baya is headquartered in Santa Clara, California.
With their distinctive perspective, they acknowledged that communication bandwidth between compute, reminiscence, and enter/output (IO) was turning into a essential bottleneck to the development of AI and different data-intensive compute features, one which current system architectures couldn’t successfully handle.
Including Nandan Nayampally as our CCO allowed the corporate to suppose larger. Nayampally’s background at Arm concerned helped drive the management of Arm’s iconic Cortex CPU product line past the normal cell phone, shopper, and microcontroller worlds. However he additionally championed Arm’s coherent interconnect product traces, which are actually the muse for the info middle and automotive companies. Just like the founding staff, he clearly noticed the necessity for the rising AI scale needing specialised excessive efficiency options.
Baya Techniques is trying to construct chiplets on prime of accelerator methods.
Trendy architectures require massively parallel and high-bandwidth information motion, in addition to low-latency coherent communication inside massive CPU clusters. The Baya Techniques staff is set to allow seamless and environment friendly communication inside computing methods to unlock their full potential, the corporate mentioned.
The corporate has a legendary chip design govt as its chairman in Keller. He’s technologist with imaginative and prescient, and he shares the idea that the muse of scale for the AI period isn’t just about specialised compute parts, but additionally taking a big-picture view of any given system and enabling hyper-efficient information motion. The cofounders initially met Jim throughout their overlapping time at Intel. Keller additionally performed pivotal roles in corporations resembling Apple, Tesla, AMD and a wide range of chip startups.
A cellphone name between Keller, Tanuja Rao and Kumar set every part in movement. Keller shared his unwavering perception within the distinctive skillset of the core staff as uniquely able to fixing this huge drawback. Inside a brief span, the agency managed to safe funding, construct a world-class staff, purchase our first buyer, and ship a high-performance and distinctive answer.
“[Keller’s] keen eye for innovation and understanding of market developments have been and will continue to be crucial to us as a company,” the corporate mentioned.
As for competitors, Arteris is the present incumbent within the pure-play on-chip SoC cloth area, and corporations like Arm and a few EDA distributors have merchandise which compete with components of Baya’s portfolio.
Nonetheless, Baya Techniques has a novel concentrate on constructing chiplet-ready cloth from the bottom up that unifies transactions from completely different protocols over the identical transport. Baya’s options complement Arm and EDA vendor choices in addition to current EDA instrument flows.
A number of the massive semiconductor leaders have constructed applied sciences in-house which can be just like our cloth platform, however these applied sciences are personalized to their system architectures and will not be productized for broader market use. Baya view these corporations as potential companions, not opponents, as a result of the Baya platform gives a less expensive, quicker time-to-market answer fitted to various customized or ASIC tasks.
The corporate seeks to associate with organizations that share its philosophy of breaking down the limitations to growing progressive, extremely scalable and dependable SoC and chiplet methods. Present companions embrace Tenstorrent, Intel, Blue Cheetah, the Open Compute Undertaking and UCle (Common Chiplet Interconnect Categorical), and the agency actively contributes to and take part of their ecosystems.
In the identical vein, Baya can also be rising its personal ecosystem with companions like processor distributors for CPUs, GPUs and NPUs; EDA corporations; DHD and PHY distributors; and foundries and design service homes, all of whom can profit from Baya’s portfolio.
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