[HN Gopher] NextSilicon reveals new processor chip in challenge ...
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       NextSilicon reveals new processor chip in challenge to Intel, AMD
        
       Author : simojo
       Score  : 137 points
       Date   : 2025-10-22 23:18 UTC (3 days ago)
        
 (HTM) web link (www.reuters.com)
 (TXT) w3m dump (www.reuters.com)
        
       | shusaku wrote:
       | If there really is enough market demand for this kind of
       | processor, it seems like someone like NEC who still makes vector
       | processors would be better poised than a startup rolling RISC-V
        
         | damageboy wrote:
         | I work in NS. The riscv was the "one more thing" aspect of the
         | "reveal".
         | 
         | The main product/architecture discussed has nothing to do with
         | vector processors or riscv.
         | 
         | It's a new, fundamentally different data-flow processor.
         | 
         | Hopefully we will improve in explaining what we do and why
         | people may want to care.
        
           | slwvx wrote:
           | Text on the front page of the NS website* leads me to think
           | you have a fancy compiler: "Intelligent software-defined
           | hardware acceleration". Sounds like Cerebras to my non-expert
           | ears.
           | 
           | * https://www.nextsilicon.com
        
             | damageboy wrote:
             | No real overlap with Cerebras. Have tons of respect for
             | what they do and achieve, but unrelated arch / approach /
             | target-customers.
        
           | joha4270 wrote:
           | So, a Systolic Array[1] spiced up with a pinch of control
           | flow and a side of compiler cleverness? At least that's the
           | impression I get from the servethehome article linked
           | upthead. I wasn't able to find non-marketing better-than-
           | sliced-bread technical details from 3 minutes of poking at
           | your website.
           | 
           | [1]: https://en.wikipedia.org/wiki/Systolic_array
        
             | CheeseFromLidl wrote:
             | Are the GreenArray chips also systolic arrays?
        
               | ripe wrote:
               | My understanding is no, if I understand what people mean
               | by systolic arrays.
               | 
               | GreenArray processors are complete computers with their
               | own memory and running their own software. The GA144 chip
               | has 144 independently programmable computers with 64
               | words of memory each. You program each of them, including
               | external I/O and routing between them, and then you run
               | the chip as a cluster of computers.
               | 
               | [1] https://greenarraychips.com
        
               | rkagerer wrote:
               | Reminds me a bit of the Parallax Propeller chip.
        
             | damageboy wrote:
             | I can see why systolic arrays come to mind, but this is
             | different. While there are indeed many ALUs connected to
             | each other in a systolic array and in a data-flow chip,
             | data-flow is usually more flexible (at a cost of
             | complexity) and the ALUs can be thought of as residing on
             | some shared fabric.
             | 
             | Systolic arrays often (always?) have a predefined
             | communication pattern and are often used in problems where
             | data that passes through them is also retained in some
             | shape or form.
             | 
             | For NextSilicon, the ALUs are reconfigured and rewired to
             | express the application (or parts of) on the parallel data-
             | flow acclerator.
        
         | pezezin wrote:
         | NEC doesn't really make vector processors anymore. My company
         | installed a new supercomputer built by NEC, and the hardware
         | itself is actually Gigabyte servers running AMD Instinct
         | MI300A, with NEC providing the installation, support, and other
         | services.
         | 
         | https://www.nec.com/en/press/202411/global_20241113_02.html
        
       | cpard wrote:
       | Servethehome[1] does a bit of a better job describing what
       | maverick-2 is and why it makes sense.
       | 
       | [1]https://www.servethehome.com/nextsilicon-
       | maverick-2-brings-d...
        
         | phkahler wrote:
         | Thats a fairly specialized chip and requires a bunch of custom
         | software. The only way it can run apps unmodified is if the
         | math libraries have been customized for this chip. If the
         | performance is there, people will buy it.
         | 
         | For a minute I thought maybe it was Risc-V with a big vector
         | unit, but its way different from that.
        
           | stogot wrote:
           | The quote at the end of the posted Reuters article (not the
           | one you're responding to) says that it doesn't require
           | extensive code modifications. So is the "custom software" is
           | standard for the target customers of nextsilicon?
        
             | jll29 wrote:
             | Companies often downplay the amount of software
             | modifications necessary to benefit from their hardware
             | platform's strengths because quite often, platforms that
             | cannot run software out of the box lose out compared to
             | those that can.
             | 
             | By the time special chips were completed and mature, the
             | developers of "mainstream" CPUs had typically caught up
             | speedwise in the past, which is why we do not see any
             | "transputers" (e.g. Inmos T800), LISP machines (Symbolics
             | XL1200, TI Explorer II), or other odd architectures like
             | the Connection Machine CM-2 around anymore.
             | 
             | For example, when Richard Feynman was hired to work on the
             | Connection Machine, he had to write a parallel version of
             | BASIC first before he could write any programs for the
             | computer they were selling:
             | https://longnow.org/ideas/richard-feynman-and-the-
             | connection...
             | 
             | This may also explain failures like Bristol-based CPU
             | startup Graphcore, which was acquired by Softbank, but for
             | less money than the investors had put in:
             | https://sifted.eu/articles/graphcore-cofounder-exits-
             | company...
        
               | lukeh wrote:
               | XMOS (spiritual successor to Inmos) is still kicking
               | around, it's not without its challenges though, for the
               | reasons you mention.
        
           | ac29 wrote:
           | The article says they are also developing a RISCV CPU
        
         | klooney wrote:
         | They've got a "Mill Core" in there- is the design related to
         | the Mill Computing design?
        
           | jecel wrote:
           | They are completely different designs, but the name is
           | inspired by the same source: the Mill component in Charles
           | Babbage's Analytical Engine.
        
           | damageboy wrote:
           | Yeah, it's an unfortunate overlap. The Mill-Core in
           | NextSilicon terminology is the software defined
           | "configuration" of the chip so to speak that represents
           | swaths of the application that are deemed worthy of
           | acceleration as expressed on the custom HW.
           | 
           | So really the Mill-Core is in a way the expression of the
           | customer's code. really.
        
         | maratc wrote:
         | I've also found their "Technology Launch" video[1] that goes
         | somewhat deeper into the details (they also have code
         | examples.)
         | 
         | [1] https://www.youtube.com/watch?v=krpunC3itSM
        
       | dlcarrier wrote:
       | https://archive.is/6j2p4
       | 
       | I can't access the page directly, because my browser doesn't leak
       | enough identifying information to convince Reuters I'm not a bot,
       | but an actual bot is perfectly capable of accessing the page.
        
         | mrbluecoat wrote:
         | Odd that doesn't load for me but https://archive.ph/6j2p4 does
        
           | erinnh wrote:
           | Archive.is is broken if you use cloudflare dns.
        
         | yuumei wrote:
         | Same but I can't access archive.is either because of the VPN
        
       | yyyk wrote:
       | Sounds like an idea that would really benefit from a JIT-like
       | approach to basically every software.
        
         | damageboy wrote:
         | You can indeed and should assume there is a heavy JIT component
         | to it. At the same time, it is important to note that this is
         | geared for already highly parallel code.
         | 
         | In other words, while the JIT can be applied to all code in
         | principle, the nature of accelerated HW is that it makes sense
         | where embarrassingly parallel workloads are around.
         | 
         | Having said that, NextSilicon != GPU, so different approach to
         | acceleration of said parallel code.
        
       | shrubble wrote:
       | Curious if the architecture is similar to what is called
       | "systolic" as in the Anton series of supercomputers:
       | https://en.wikipedia.org/wiki/Anton_(computer)
        
         | le-mark wrote:
         | I spent a lot of time on systolic arrays to compute crypto
         | currency POW (Blake 2 specifically). It's an interesting
         | problem and I learned a lot but made no progress. I've often
         | wondered if anyone has done the same?
        
           | imtringued wrote:
           | You should check out AMD's NPU architecture.
        
         | fentonc wrote:
         | I was an architect on the Anton 2 and 3 machines - the systolic
         | arrays that computed pairwise interactions were a significant
         | component of the chips, but there were also an enormous number
         | of fairly normal looking general-purpose (32-bit / 4-way SIMD)
         | processor cores that we just programmed with C++.
        
         | damageboy wrote:
         | Not really. I work for NextSilicon. It's a data-flow oriented
         | design. We will eventually have more details available that
         | gradually explain this.
        
       | wood_spirit wrote:
       | The other company I can think of focusing on F64 is Fujitsu with
       | its A64FX processor. This is an ARM64 with really meaty SIMD to
       | get 3TFLOP of FP64.
       | 
       | I guess it it hard to compare chip for chip but the question is,
       | if you are building a supercomputer (and we ignore pressure to
       | buy sovereign) then which is better bang for the buck on
       | representative workloads?
        
         | wmf wrote:
         | If Fujitsu only releases one processor every 8 years they're
         | going to be behind for most of the time.
        
       | gdiamos wrote:
       | I find it helpful to read a saxpy and GEMM kernel for a new
       | accelerator like this - do they have an example?
        
       | dajonker wrote:
       | Even if the hardware is really good, the software should be even
       | better if they want to succeed.
       | 
       | Support for operating systems, compilers, programming languages,
       | etc.
       | 
       | This is why a Raspberry Pi is still so popular even though there
       | are a lot of cheaper alternatives with theoretically better
       | performance. The software support is often just not as good.
        
         | wood_spirit wrote:
         | Their customers are building supercomputers?
        
           | daveguy wrote:
           | The implication wasn't to use the raspberry pi toolchain.
           | Just that toolchains are required and are a critical part of
           | developing for new hardware. The Intel/AMD toolchain they
           | will be competing with is even more mature than rpi. And
           | toolchain availability and ease of use makes a huge
           | difference whether you are developing for supercomputers or
           | embedded systems. From the article:
           | 
           | "It uses technology called RISC-V, an open computing standard
           | that competes with Arm Ltd and is increasingly being used by
           | chip giants such as Nvidia and Broadcom."
           | 
           | So the fact that rpi tooling is better than the imitators and
           | it has maintained a significant market share lead is
           | relevant. Market share isn't just about performance and
           | price. It's also about ease of use and network effects that
           | come with popularity.
        
       | znpy wrote:
       | I definitely expect this to be a big hit.
       | 
       | In a way, this is not new, it's pretty much what annapurna did:
       | they took ARM and got serious with it, creating the first high
       | performance arm cpus. Then they got acqui-hired by amazon and the
       | rest is history ;)
        
       | zawaideh wrote:
       | I don't want my electronics to contribute to genocide and
       | apartheid and possibly the next pager exploding terror attack. No
       | thanks.
        
         | danielxt wrote:
         | It's not yours, don't have to buy it
        
         | flyinglizard wrote:
         | Stop using Apple, or Google, or Amazon, or Intel, or Broadcom,
         | or Nvidia then. All have vast hardware development activities
         | in that one country you don't like.
        
         | AtlasBarfed wrote:
         | I'd be fascinated to know who your "good guys" list is.
        
         | jbm wrote:
         | How dare you have a moral objection to buying from a state
         | accused of genocide. Please stick to completely organic
         | complaints about comedy festivals and soccer tournaments.
        
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