Exascale Cerebras Andromeda cluster packs more cores than 1,954 Nvidia A100 GPUs.
BENJ EDWARDS - 11/14/2022, 9:16 PM
On Monday, Cerebras Systems unveiled its 13.5 million core Andromeda AI supercomputer for deep learning, reports Reuters. According Cerebras, Andromeda delivers over one 1 exaflop (1 quintillion operations per second) of AI computational power at 16-bit half precision.
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The Andromeda is itself a cluster of 16 Cerebras C-2 computers linked together. Each CS-2 contains one Wafer Scale Engine chip (often called "WSE-2"), which is currently the largest silicon chip ever made, at about 8.5-inches square and packed with 2.6 trillion transistors organized into 850,000 cores.
Cerebras built Andromeda at a data center in Santa Clara, California, for $35 million. It's tuned for applications like large language models and has already been in use for academic and commercial work. "Andromeda delivers near-perfect scaling via simple data parallelism across GPT-class large language models, including GPT-3, GPT-J and GPT-NeoX," writes Cerebras in a press release.
The phrase "Near-perfect scaling" means that as Cerebras adds more CS-2 computer units to Andromeda, training time on neural networks is reduced in "near perfect proportion," according to Cerebras
Full Article: https://arstechnica.com/information-technology/2022/11/hungry-for-ai-new-supercomputer-contains-16-dinner-plate-size-chips/