July 20th, 2024

Tenstorrent Unveils High-End Wormhole AI Processors, Featuring RISC-V

Tenstorrent launches Wormhole AI chips on RISC-V, emphasizing cost-effectiveness and scalability. Wormhole n150 offers 262 TFLOPS, n300 doubles power with 24 GB GDDR6. Priced from $999, undercutting NVIDIA. New workstations from $1,500.

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Tenstorrent Unveils High-End Wormhole AI Processors, Featuring RISC-V

Tenstorrent has introduced its advanced Wormhole high-performance AI chips based on the RISC-V architecture, aiming to offer exceptional price-to-performance value. The CEO, Jim Keller, emphasizes the scalability and cost-effectiveness of the new AI processors, which come in two configurations: Wormhole n150 and n300. The n150 features 72 Tensix cores with 262 TFLOPS of FP8 performance, while the n300 doubles the computing power with 24 GB of GDDR6 memory. Tenstorrent also unveiled dedicated workstations like the TT-QuietBox and TT-LoudBox, incorporating AMD's EPYC and Intel's Xeon processors, respectively. The pricing for the Wormhole chips starts at $999 for the n150 and $1,399 for the n300, significantly undercutting competitors like NVIDIA. The workstations are priced at $1,500 for the TT-QuietBox and $6,000 for the TT-LoudBox. Tenstorrent's new products are positioned to benefit AI startups and individuals seeking cost-effective AI computing solutions with solid performance capabilities.

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Tenstorrent unveils Wormhole dev kits for AI development, featuring royalty-free RISC-V processor ISA and scalable AI accelerators. Kits include n150 with 72 cores at $1,000 and n300 with 128 cores at $1,400. Workstations TT-LoudBox and TT-QuietBox range from $12,000 to $15,000. Future plans include Blackhole architecture for automotive AI.

Link Icon 11 comments
By @IshKebab - 4 months
That price is very good - even better is the fact that you can actually buy these right now (ships in 2 weeks apparently) by going to their website! So many AI startups are PoA, only B2B etc.

I did some 5 second digging into their code and it seems based on their Github that they took Berkeley's BOOM CPU (written in Chisel), and added support for the Vector 1.0 extension, and then they've called this core Ocelot. Seems like the core is open source at least.

https://github.com/tenstorrent/riscv-ocelot/blob/bobcat/READ...

Not sure about the driver/software situation though. Do you actually get to run whatever RISC-V code you want on these? Could be amazing if so.

By @janice1999 - 4 months
There's some performance numbers here: https://github.com/tenstorrent/tt-metal
By @Tepix - 4 months
The Loudbox costs $6000 and contains 4x n300 cards at $1400 each so on paper you only pay $400 for the box with 2 Xeons, 3.8TB NVMe SSD and 512GB DDR4-3200 ECC RAM. Some buyers of the loudbox might be tempted to sell the four n300 cards separately and keep the box, i'd say it's worth at least $2500 or so.

How fast are the n300s compared to RTX 4090 or RTX 3090 cards?

At these prices it doesn't seem worthwhile to stick them into your own workstation instead of going for theirs.

By @talldayo - 4 months
> According to Tenstorrent, each Tensix core features "five RISC-V baby cores," which allows scalability along with multi-chip development much more effectively.

A neat feather in RISC-V's cap. Though to be fair, RISC-V microcontrollers on PCI boards is nothing new; Nvidia's shipped their RISC-V Falcon GSP for years, and a lot of recent storage mediums rely on RISC-V microcontrollers.

By @ein0p - 4 months
288GB/s is way not enough in 2024. That compute will be mostly idle outside the prompt processing phase.
By @nickpsecurity - 4 months
Tenstorrent’s website has different prices for the AI workstations: LoudBox says $12,000, not $6,000; QuietBox says $15,000, not $1,500. Example below.

https://tenstorrent.com/hardware/tt-loudbox

The real comparison for me is against a box using NVIDIA RTX’s. That’s what most use in the sub-$10,000 space for open-source models. They usually use $2,000-$5,000 worth of consumer GPU’s with maybe 24GB VRAM each. So, how does this compare on inference or training to 1-2 RTX’s with 24GB? And what performance for both small and large models?

By @drmpeg - 4 months
By @AlexeyBrin - 4 months
I find it a bit strange that they recommend to use Ubuntu 20.04 [0], when 24.04 was recently launched ... I would have expected at least 22.04 support.

[0] https://tenstorrent.com/hardware/tt-quietbox

By @Havoc - 4 months
That's got to be bad pricing info

If a single N300 is $1,399 and a quietbox has four then the quietbox can't be $1,500. Maybe the 1.5 is pricing of box minus cards?

By @rbanffy - 4 months
I would really like to explore a workstation with one of these and nothing else.

We need more diversity on the hardware side and see what we can build on it.