Samsung's next-gen Mach-2 AI accelerator chip gets development speed up, coming sooner

Samsung Electronics CEO teases second-generation of its in-house Mach-2 AI accelerator, saying some clients want Mach-1 badly, so Mach-2 needs to happen.

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Samsung is still working on its in-house Mach-1 AI inferencing chip. CEO Kyung Kye-hyun, who is in charge of the chip business, teased a second-gen Mach-2 AI accelerator in a new Instagram post.

Samsung's next-gen Mach-2 AI accelerator chip gets development speed up, coming sooner 9017

Samsung Electronics CEO Kyung Kye-hyun said: "Client interest in inference-committed Mach-1 is increasing. Some of the clients want to use Mach in large-scale applications with more than 1 trillion parameters, which justifies the faster-than-expected development of Mach-2. We should get down to preparation".

The new Mach-1 AI accelerator was announced at Samsung Electronics' recent shareholder meeting, but few details were released: all we know is that it will be used for AI inferencing and will launch in early 2025. Samsung recently formed a new HBM team focused on increasing productivity and quality to ensure HBM leadership against South Korean rival SK hynix.

Samsung was also recently the first to announce the development of new 12-layer HBM3E memory earlier this year, with production-ready for later this year. SK hynix and Micron also have HBM3E memory on the way, but they're only pumping out 8-layer HBM3E memory for now.

As for Samsung's new Mach-1, it's a new system-on-chip (SoC) that reduces the bottleneck between GPUs and HBM memory chips, while its next-generation model of the inference-committed AI accelerator -- Mach-2 -- is in development. Kyung said on Friday: "We need to accelerate the development of Mach-2, for which clients are showing strong interest".

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Anthony joined the TweakTown team in 2010 and has since reviewed 100s of graphics cards. Anthony is a long time PC enthusiast with a passion of hate for games built around consoles. FPS gaming since the pre-Quake days, where you were insulted if you used a mouse to aim, he has been addicted to gaming and hardware ever since. Working in IT retail for 10 years gave him great experience with custom-built PCs. His addiction to GPU tech is unwavering and has recently taken a keen interest in artificial intelligence (AI) hardware.

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