 Hi, please introduce yourself. Hi, I'm Suresh Tarasri. I'm the Vice President of Compute at Imagination. I look after Imagination's compute products, which includes RISC-5 CPUs, our AI technology, and our graphics compute GPU compute products, and the associated software with it. What is the RAI technology you mentioned? Yes, we have our own neural network accelerators, but we also support AI technology via GPUs, so we can run accelerator neural network workloads on GPUs as well. And here at your booth, you're showing lots of hardware around. Right here on the wall, you're talking about RISC-5. So what's the latest you have to talk about this? Sure, so we announced in late 2021 that we are developing RISC-5 CPUs. We launched our first product, and in front of you, you have our first product running on an FPGA. It's an RTXM 2200. It's a real-time embedded CPU. So it's running in this FPGA right there? It's running in this FPGA here. It's connected to Imagination's IDE, which is a Visual Studio Code-based IDE, which is unique, and it's running a simple application here. So how soon is it going to be taped out and real chip? So we have a customer who has already licensed it, the first CPU. So as and when they bring the chip out, that's when we'll get our first silicon back. How powerful is it? What market is it for? So it's an embedded real-time CPU. It's an 11-stage pipeline. It's a high-performance embedded CPU for real-time applications. We are running it at 1.8GHz on a 7nm process node. So the kind of applications we are targeting are embedded, sort of helper cores, management, SoC management cores, power management cores. But the CPU can also be used for networking type of use cases, for insecure enclave implementation in a larger SoC, and anything which is to do with real-time deterministic behavior. So Imagination is famous for the GPU technology. Do you have some of the latest GPU stuff you're showing here? So we are showing a lot of partner demos around the booth. A lot of automotive partner demos, we have one with telechips here, which is actually showcasing a full, large cockpit display. Here you have kind of, because it's hardware virtualized, we can run multiple OSes. Here you are seeing a Linux running alongside an Android OS. It's running on the same SoC. Running on the same GPU, on the same SoC. Is it an ARM core? The CPU in here would be ARM CPU. But it ships design and then they use how we are, how we are imagining GPU. But things are moving around as well in the CPU side of things. So if I would take you here. We are also partnering with other RISC-5 companies with our GPU. So here we have a Star-5 board, which is a Star-5 CPU running within Imagination GPU. Star-5 is a RISC-5 CPU. So as part of our RISC-5 enablement strategy, we are enabling the ecosystem. We are working with everyone in the ecosystem to make the RISC-5 more successful. Here again we are showcasing another Alibaba's T-Head RISC-5 CPU with Imagination GPU. And it's running Android at the moment. Your GPU is a good match for the RISC-5? Yeah, we actually, in this performance range, we are actually the only GPU provider for RISC-5. And we are saying it's the GPU of choice for the RISC-5 architecture. Alright, because you have the experience making the Android stuff. And there's a lot of GPU acceleration in the whole UI. How much of a work was it to port it over to make it work on the RISC-5? No, so by default our GPUs are OS or CPU agnostic. So it wasn't a very heavy lifting to port it to RISC-5. But of course, with our own internal RISC-5 development, we have all the in-house experience of developing these use cases. So this is a real chip and a real chip. Are they on development boards, but are they on real products or not yet? So GPUs, yes. Imagination has been a GPU company for almost three decades now. So you have real products out in the market for some time. Yeah, for some time. This is a single board computer that's available now. For developers to play with. But the large quantities of real products in the world, RISC-5, is coming? It's coming. The market is moving at a very, very fast pace. RISC-5 has disrupted the status quo. And we are seeing more and more practically everybody here in the embedded world is talking about RISC-5 and how to move designs from the existing CPU providers to RISC-5. For example, when you have a UI like this, which looks a little bit like Automotive Market, how hard is it or how easy it is to port over applications to this platform compared to previous platforms? It's not hard because GPU for graphics use cases ultimately run things like OpenGL, OpenGL ES. So we support those pro and off standards. So, you know, the APIs are all standard and it's easy to port. Nice. What have you shown here in the middle? So here we have, you can think of this as a heterogeneous compute use case where we have a chip, a Renaissance R-car platform with Imagination GPU. Running alongside with our neural network accelerator on an FPGA. And in total, what we are trying to showcase here is a surround view use case where the GPU is actually doing multiple functions. It's actually rendering the car here. It's stitching the image from the multiple cameras. And then the neural network accelerator here is actually doing human detection as well on the scene. So it's all real time. You can see that camera detecting you and these ones showcasing you. Again, you can see reflections being reflected on from the camera on to the device. Just to exaggerate, I think the gold color shows it very nicely. This is actually showing reflections. We can go right in the car and actually we are now showcasing the same sort of surround view in a cockpit environment. And all this will be running on one SSC. Ultimately, yes, all of this is ready. So this is already an SSC from Renaissance, but we have hooked it up with our neural network accelerator to give that a full surround view. Here is the RZ-R. The Renaissance is one of these... Yeah, so it really sounds like an R-Car H3 platform. Alright, anything else here to both? You were talking about a lot, or there's lots of discussions about the future? Yes, lots of discussions around GPUs, GPUs for RISC-5, GPUs in automotive, and RISC-5 itself, the RISC-5 CPUs from imagination. Cool. Alright, thanks a lot. Thank you.