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I wrote earlier about managing service-level risk in SoC design, since the minimum service level a system can guarantee under realistic traffic is critical to OEM guarantees of dependable system performance. An ABS design which might get bogged down in traffic under only 0.1% of scenarios is of no use to anyone. That said, meeting… Read More
It’s no secret that system companies are driving a lot of new silicon. Google, AWS, Tesla and others have well-established design teams delivering differentiated servers, AI engines and other technologies. I’m sure NVIDIA suspects sub rosa projects are already underway in many of these hyperscalers to design out their GPUs.… Read More
For what seems like a long time in the fast-moving world of AI, CNNs and their relatives have driven AI engine architectures at the edge. While the nature of neural net algorithms has evolved significantly, they are all assumed to be efficiently handled on a heterogenous platform processing through the layers of a DNN: an NPU for … Read More
Constrained random methods in simulation are universally popular, still can the method be improved? Paul Cunningham (Senior VP/GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue our series on research ideas. As always, feedback welcome.… Read More
Discussion on design metrics tends to revolve around power, performance, safety, and security. All of these are important, but there is an additional performance objective a product must meet defined by a minimum service level agreement (SLA). A printer display may work fine most of the time yet will intermittently corrupt the… Read More
I enjoy talking with CEVA because they work on such interesting consumer products (among other product lines). My most recent discussion was with Seth Sternberg (Sensors and Audio software at CEVA), on spatial or 3D audio. The first steps to a somewhat immersive audio experience were stereo and surround sound, placing sound sources… Read More
Arm recently announced an update for mobile under the Arm Total Compute Solutions (TCS) label, led by Chris Bergey (Sr. VP/GM for the Client line of business). You’ll remember that Chris headed the infrastructure line of business impressively through the Neoverse brand, as demonstrated by Arm-based servers appearing in multiple… Read More
A new look at fault localization and repair in debug using learning based on deep semantic features. Paul Cunningham (Senior VP/GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue our series on research ideas. As always, feedback welcome.
I recently read a thought-provoking article in Quanta titled Chatbots Don’t Know What Stuff Isn’t. The point of the article is that while large language models (LLMs) such as GPT, Bard and their brethren are impressively capable, they stumble on negation. An example offered in the article suggests that while a prompt, “Is it true… Read More
I have observed before that the success of an AI engine at the edge rests heavily on the software interface to drive that technology. Networks trained in the cloud need considerable massaging to optimize for smaller and more specialized edge devices. Moreover, an AI task at the edge depends on a standalone pipeline demanding a mix… Read More
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