Supermicro to help Musk scale xAI supercomputer to a million GPUs — Supermicro will set up local operations in Memphis to facilitate operations

Charles Liang of Supermicro and Elon Musk in gigafactory
(Image credit: Charles Liang)

Supermicro CEO Charles Liang announced on X (formerly Twitter) that he will set up shop near xAI’s Colossus AI supercomputer to help Musk achieve his dream of one million GPUs. Liang said that he plans to establish “local operations/production, validation, service and support.” Although it has been previously reported that Elon Musk shifted $6 billion worth of AI server orders from Supermicro to its competitors because of its financial problems, it seems xAI still plans to order from the beleaguered server supplier.

While Nvidia is likely the biggest winner behind Musk’s planned one million GPUs, which will most probably be powered by a mix of Hopper and Blackwell GPUs, it will also require all the accouterments needed to run a complete supercomputer. This includes servers and liquid-cooling solutions, which Supermicro is known for building. And with such a massive order, it does make sense for Liang and his company to put up local operations to support Musk’s ‘Gigafactory of Compute’.

This move will benefit xAI’s operations, as Supermicro would be able to deliver its products and services to such a massive AI server with much greater efficiency. But aside from that, it would also mean that the company would invest millions, if not billions, of dollars in Memphis and the surrounding area to get its operations up and running in support of the Colossus AI supercomputer.

An investment of this scale would greatly benefit the city and the state of Tennessee, bringing in a lot of money in investments and likely creating several thousand new jobs, both directly and indirectly. However, some of the surrounding communities are also concerned about the negative impact of having such a power-hungry industry setting up shop in their area.

Some experts estimate that the 100,000 H100 GPUs Musk currently has in his Memphis facility need 155MW to run. While it already has approval from the Tennessee Valley Authority (TVA) to receive 150MW, some community members are concerned that this huge demand will cause energy prices to spike for residential consumers and that the quick solution to this problem would be to build a new gas plant.

After all, if Musk brings an additional 900,000 GPUs online in the coming years, then his AI facility would likely require over 1.5GW of power. And if other corporations, like Supermicro, set up shop locally, they would need power, too, thus putting a lot of strain on the local electricity supply grid.

The massive power requirements of AI training have pushed several tech companies to invest in nuclear power. Amazon, Google, Microsoft, and Oracle have already signed contracts to develop small modular reactors or restart old large nuclear plants. Even Meta is getting in on the action, having recently released a request for proposals. However, it seems that Elon hasn’t made any plans to invest in nuclear power just yet.

This development is good news for the labor force in Memphis and the state of Tennessee, especially as it has the potential to bring in new jobs and investments in the state and city. However, it must also consider the impact of such a power-hungry industry entering the area.

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Jowi Morales
Contributing Writer

Jowi Morales is a tech enthusiast with years of experience working in the industry. He’s been writing with several tech publications since 2021, where he’s been interested in tech hardware and consumer electronics.

  • thisisaname
    If something has 1 millions GPUs what is the chance that some will break down and need replacing each day?
    Reply
  • bolweval
    thisisaname said:
    If something has 1 millions GPUs what is the chance that some will break down and need replacing each day?
    I would imagine it would be akin to painting the Golden Gate Bridge, as soon as you finish you would have to start from the beginning again. In other words, it will be an everyday task.
    Reply
  • JRStern
    Nobody needs a million GPUs.
    Nobody could find the work for a million GPUs.
    Sam Altman & company were all about "scale" but that was five years ago.

    So what's the pattern now? Announce something silly, suppliers "invest" in founders shares (by supplying free/discounted product), get ludicrous valuation, IPO, watch it crash.
    Reply
  • thisisaname
    JRStern said:
    Nobody needs a million GPUs.
    Nobody could find the work for a million GPUs.
    Sam Altman & company were all about "scale" but that was five years ago.

    So what's the pattern now? Announce something silly, suppliers "invest" in founders shares (by supplying free/discounted product), get ludicrous valuation, IPO, watch it crash.
    More of a want than a need?
    Reply
  • DS426
    No way 1.5 GW can or should be supplied without nuclear power unless the DC was next to a huge hydroelectric dam. The largest nuclear plant in the U.S. only just recently scaled up to about 5 GW.
    Reply
  • JRStern
    thisisaname said:
    More of a want than a need?
    It's a great con, if you're in on it.
    Take your 10% and leave town.
    Not even a want.
    It was never a coherent story, more of a concept, like having geese fly your chariot to the Moon.
    Reply
  • StevenW1969
    JRStern said:
    Nobody needs a million GPUs.
    Nobody could find the work for a million GPUs.
    Sam Altman & company were all about "scale" but that was five years ago.

    So what's the pattern now? Announce something silly, suppliers "invest" in founders shares (by supplying free/discounted product), get ludicrous valuation, IPO, watch it crash.
    How do you know how many GPU's he needs? Maybe he has a plan for something much larger than we are aware of or that he has released to the public. One thing I know about Elon Musk, is that you should never underestimate his ability to grow exponentially. This is a guy that throws Billions at projects and has had a very good success rate on his projects coming to fruition.
    Reply
  • JRStern
    StevenW1969 said:
    How do you know how many GPU's he needs? Maybe he has a plan for something much larger than we are aware of or that he has released to the public. One thing I know about Elon Musk, is that you should never underestimate his ability to grow exponentially. This is a guy that throws Billions at projects and has had a very good success rate on his projects coming to fruition.
    I'd be just as impressed with someone stockpiling a million donuts.
    There's only so many things one can do with them.
    Maybe Elon wants a hot bath, and a few hundred thousand water-cooled GPUs would get him there.
    Reply