Nvidia is selling its GPUs to help speed up the process of... making GPUs

pcgamer.com:

Among the slew of technical tidbits from Nvidia's GTC online keynote(opens in new tab) this week was a new software tool for accelerating the process of manufacturing chips. Known as cuLitho, it speeds up the process of designing the masks used in lithography by a claimed 40 times.

Nvidia says leaders in the chip manufacturing industry TSMC, ASML, and Synopsys have all signed up for cuLitho. Of course, cuLitho runs exclusively on Nvidia's GPUs, which in turn are manufactured by TSMC.

So, that means Nvidia commissioning TSMC to manufacture GPUs, only to sell them straight back to TSMC in order to be used for cuLitho. Nice work if you can get it.

Nvidia says an installation of around 4,000 of its H100 Hopper server GPUs can replace 40,000 CPU-based servers, do the same work 40 times faster, all while using nine times less power.

The work in question is designing the photomasks used in the lithography process. In simple terms, chips are made by shining light through a patterned mask onto a silicon wafer, etching the individual components including wires and transistors into the surface of the wafer.

In practice, the features of the chip are built up in layers using a series of masks. Apparently, it takes 89 masks to create Nvidia's own H100 Hopper GPU.

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Anyway, given the huge complexity of modern chips containing billions of features, the masks are, in turn, extremely intensive to design. What's more, complex computations are involved to ensure that the