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The Mac Neo is a Budget Monster [GPU Channels] (Re: What are Flits and Phits? [Network on a Chip])

From Mild Shock <janburse@fastmail.fm>
Newsgroups sci.logic, comp.lang.prolog, sci.physics
Subject The Mac Neo is a Budget Monster [GPU Channels] (Re: What are Flits and Phits? [Network on a Chip])
Date 2026-08-11 16:25 +0200
Message-ID <115fbde$9vhm$2@solani.org> (permalink)
References <113r42n$8g50$2@solani.org> <1154jf1$296j$2@solani.org> <1154vo5$2mto$1@solani.org>

Cross-posted to 3 groups.

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Hi,

Now I implemented some multiple producer
and multiple consumer channel objects for
WebGPU. The only API to integrate it user

facing into pi-WAM is this single predicate:

/**
  * flit(C):
  * The predicate succeeds in C with a new channel. The channel
  * can be used from within GPU backed π-WAM logical threads.
  */

The Mac Neo is a Budget Monster. While the
Ryzen AI Laptop cost around 1300.- CHF.
The Mac Neo was around 600.- CHF with all

extras. Here some performance results,
checking out whether channel objects scale,
when increasing their number to

communicate the same 1 millon packets:

Java performance:

AI Laptop    Single    Double
Ryzen    705.1    337.4
Neo    669.4    239.9

WebGPU performance:

AI Laptop    Single    Double
Ryzen    731.8    392.9
Neo    932.8    483.5

Cool! Java is also pretty cool, their
semaphore library is top notch. I couldn't
replicate the resulst with JavaScript yet,

seems their Atomics.wait() resp. Atomics.waitAsync()
is totally broken, using futex is mutex for
fools somehow. I also found some gremlins

attacking one of the GPUs. The Intel AI Laptop
fails the above experiment. Maybe its a driver
Vulkan versus OpenCL or something problem,

or the Lunar lake architecture is nonsense.

Bye

Mild Shock schrieb:
> Hi,
> 
> Recently there was a paper somebody mentioning
> a flit doing a ACK or NACK, to express
> backpressure inside a Network on a Chip.
> 
> But what is a flit? It seems multiple
> flits can be used to create the message
> passing in one directiob before the
> 
> ACK or NACK in the other direction?
> 
> "The growing need for performance from
> computing systems drove the industry into
> the multi-core and many-core arena. In this
> setup, the execution of a kernel (a program)
> is split across multiple processors and the
> computation happens in parallel
> 
> Flits represent logical units of information,
> while phits represent the physical domain,
> that is, phits represent the number of bits
> that can be transferred in parallel in a
> single cycle. Consider the Cray T3D. It has
> an interconnection network which uses
> 
> flit level message flow control wherein each
> flit is composed of eight 16-bit phits. That
> means its flit size is 128bits and phit size
> is 16bits. Also consider the IBM SP2 switch.
> It also uses the flit level message flow
> control, but its flit size is equal to its
> phit size, which is set to 8 bits."
> https://en.wikipedia.org/wiki/Flit_(computer_networking)#Example
> 
> Well my idea how this is realized in silicon
> is rather foggy, I mean even the Hack project
> from Nand 2 Tetris, does not show some gate level
> schemes for flits and phits.
> 
> Could be an interesting extension. But somehow
> the image of flits and phits inspired my channel
> objects here below. But I am afraid they are fire
> and forget, no ACK and NACK:
> 
> π-WAM Contest: 1 Million Packets with Prolog
> https://medium.com/2989/ec3e91551773
> 
> Its amazing that a max_size(1) buffer
> can beat an unbounded buffer!
> 
> LoL
> 
> Bye
> 
> Mild Shock schrieb:
>> Hi,
>>
>> How it started, NVIDIA being cool:
>>
>> NCCL provides routines such as all-gather,
>> all-reduce, broadcast, reduce, reduce-scatter,
>> and point-to-point send and receive. These
>> routines are optimized to achieve high
>> bandwidth and low latency over PCIe,
>> NVIDIA NVLink™, and other high-speed
>> interconnects within a node and over
>> NVIDIA networking across nodes.
>> https://developer.nvidia.com/nccl
>>
>> How its going, vLLM trying to be cool:
>>
>> [RFC]: Native Weight Syncing APIs
>> However, there are no standardized methods for
>> performing online weight syncing. Open source projects
>> like SkyRL, VeRL, and TRL need to include their
>> own implementations of the weight syncing
>> infrastructure, leading to added complexity
>> for developers seeking to adopt vLLM as their
>> inference server for post-training workloads.
>> https://github.com/vllm-project/vllm/issues/31848
>>
>> How much Workers are enough? I guess it depends
>> on I/O parallelism, CPU Memory parallelism, CPU
>> Processing parallelism, and now also
>>
>> GPU Memory parallelism and GPU Processing
>> parallelism, and last but least you might have
>> a couple DMAs sitting here and there,
>>
>> or even invoking a sort of RDMA. Quite amazing!
>>
>> Bye
>>
>> Mild Shock schrieb:
>>> Hi,
>>>
>>> Remember when first all local AI was Python
>>> and PyTorch APIs. And then suddently people started
>>> using bare metal C/C++ Code. Here is the story:
>>>
>>> How it started:
>>>
>>> GPT-J or GPT-J-6B is an open-source large
>>> language model (LLM) developed by EleutherAI
>>> in 2021. As the name suggests, it is a
>>> generative pre-trained transformer model
>>> designed to produce human-like text that
>>> continues from a prompt.
>>> https://www.eleuther.ai/
>>>
>>> How it was going [Georgi Gerganov]:
>>>
>>> So a few days later comes out the LLaMA, I do
>>> some calculations and I figure out “Okay, 65
>>> billion parameters. You probably need about
>>> 40 gigs of RAM, with 4-bit quantization. So
>>> this can run on a MacBook. Why not do it?”
>>>
>>> Why I was able to do it so quickly - basically,
>>> for all that I saw it’s pretty much GPT-J architecture
>>> with some modifications, like some extra memorization
>>> layers. It’s minor changes. Basically, again, the
>>> existing code for the GPT-J, I just simply
>>> modified it there, it happened pretty quickly.
>>> https://changelog.com/podcast/532
>>>
>>> Georgi Gerganov, Bulgarian, now with Hugging
>>> Face, ggml-cann also running on Chinese AI chips.
>>> ggml Manifesto https://github.com/ggml-org/ggml
>>>
>>> Bye
>>
>

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The Wuhan Virus that destroyed Python [ggml Manifesto] Mild Shock <janburse@fastmail.fm> - 2026-07-22 21:01 +0200
  Deadlock Exorcism: Switch from Push to Pull [A pi-calculus Specification of Prolog] (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 00:25 +0200
    Why do you even need a mpmc queue? [Thunder Kittens] (Re: Deadlock Exorcism: Switch from Push to Pull) Mild Shock <janburse@fastmail.fm> - 2026-07-23 08:45 +0200
      Trivial balancing example for (int i=0; i<global_id; i++) (Re: Why do you even need a mpmc queue? [Thunder Kittens]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 08:55 +0200
        The Pixel Phone AI Experiment Song (Enqueue/dequeue need not be fast and can spinn ["fairness" questions]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 09:19 +0200
          Enqueue/dequeue need not be fast and can spinn ["fairness" questions] (Re: The Pixel Phone AI Experiment Song (Enqueue/dequeue need not be fast and can spinn ["fairness" questions]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 09:23 +0200
      And, where did I talk about rockets? [Hint its about xAI's Grok] (Re: Why do you even need a mpmc queue? [Thunder Kittens]) Mild Shock <janburse@fastmail.fm> - 2026-07-25 01:25 +0200
        Why forget something, that was never on my mind (Re: And, where did I talk about rockets? [Hint its about xAI's Grok]) Mild Shock <janburse@fastmail.fm> - 2026-07-25 09:49 +0200
      Example Mandel Brot rendering [Faster with MIMD] (Was: Why do you even need a mpmc queue? [Thunder Kittens]) Mild Shock <janburse@fastmail.fm> - 2026-07-25 09:56 +0200
  Potential Python Recovery: Free Threading [3.13 release] (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 10:21 +0200
  The things XILINX braught to the AMD table (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-23 18:48 +0200
    NVIDIA evacuated its Chinese market [Tau Scaling] (Re: The things XILINX braught to the AMD table) Mild Shock <janburse@fastmail.fm> - 2026-07-23 19:13 +0200
      Micro penis mother sung arias (Re: NVIDIA evacuated its Chinese market [Tau Scaling]) Mild Shock <janburse@fastmail.fm> - 2026-07-24 14:40 +0200
        Micro penis brain is in constant hiatus (Re: Micro penis mother sung arias) Mild Shock <janburse@fastmail.fm> - 2026-07-24 15:27 +0200
          Ignoramus or Ignorabimus: I don't care [(Re: Micro penis brain is in constant hiatus (Re: Micro penis mother sung arias) Mild Shock <janburse@fastmail.fm> - 2026-07-24 15:35 +0200
            You are a moron, brainless putin payed (Re: Ignoramus or Ignorabimus: I don't care) Mild Shock <janburse@fastmail.fm> - 2026-07-24 18:01 +0200
              Yeah keep reading my posts, uninspired fool (Re: You are a moron, brainless putin payed) Mild Shock <janburse@fastmail.fm> - 2026-07-24 19:47 +0200
            Out of the blue accusation span 15 days [Empirical USENET study] (Re: Ignoramus or Ignorabimus: I don't care) Mild Shock <janburse@fastmail.fm> - 2026-07-24 20:27 +0200
            A brain desease of 20 days [Rossy Boy] (Re: Ignoramus or Ignorabimus: I don't care) Mild Shock <janburse@fastmail.fm> - 2026-07-29 18:41 +0200
              I didn't use a Ryzen Halo, whats wrong with you? (Re: A brain desease of 20 days [Rossy Boy]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 23:25 +0200
              Ignoramus / Ignorabimus Barometer: Almost 1 Month (Re: A brain desease of 20 days [Rossy Boy]) Mild Shock <janburse@fastmail.fm> - 2026-08-03 00:07 +0200
      Re: NVIDIA evacuated its Chinese market [Tau Scaling] (Re: The things XILINX braught to the AMD table) Mild Shock <janburse@fastmail.fm> - 2026-07-28 14:17 +0200
      ASML stocks are plunging, bye bye dutchies (Re: NVIDIA evacuated its Chinese market [Tau Scaling]) Mild Shock <janburse@fastmail.fm> - 2026-07-28 14:18 +0200
  Little Data Center on Your Palm [AI Laptops for 500 USD] (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-24 17:59 +0200
    2008: 4 Blades + Tesla S1070 versus 2026: 1 AI Laptop (Re: Little Data Center on Your Palm [AI Laptops for 500 USD]) Mild Shock <janburse@fastmail.fm> - 2026-07-24 18:15 +0200
    Budget AI Laptop 2026 versus Cray T3D 1995 (Was: Little Data Center on Your Palm) Mild Shock <janburse@fastmail.fm> - 2026-08-05 14:21 +0200
      Re: Budget AI Laptop 2026 versus Cray T3D 1995 R Kym Horsell <kym@sdf.org> - 2026-08-05 21:11 +0000
        AI Alarmist with Supercomputer on Yacht [Horsy Boy] (Was: Budget AI Laptop 2026 versus Cray T3D 1995) Mild Shock <janburse@fastmail.fm> - 2026-08-06 13:21 +0200
          Re: AI Alarmist with Supercomputer on Yacht [Horsy Boy] R Kym Horsell <kym@sdf.org> - 2026-08-06 11:56 +0000
  Hurry the blue bus doesnt stop indefinitely (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-24 20:37 +0200
    Not SIMD, a MIMD design for NVIDIA Volta (Re: Hurry the blue bus doesnt stop indefinitely) Mild Shock <janburse@fastmail.fm> - 2026-07-24 20:58 +0200
      Could take 3-4 months find machine / browser (Re: Not SIMD, a MIMD design for NVIDIA Volta) Mild Shock <janburse@fastmail.fm> - 2026-07-24 21:16 +0200
      The Koan of pi-WAM queues [FORTRAN-S] (Re: Not SIMD, a MIMD design for NVIDIA Volta) Mild Shock <janburse@fastmail.fm> - 2026-07-26 19:54 +0200
        The turbo capping of AI Laptops (Was: The Koan of pi-WAM queues [FORTRAN-S]) Mild Shock <janburse@fastmail.fm> - 2026-07-26 20:00 +0200
        Re: The Koan of pi-WAM queues [FORTRAN-S] (Re: Not SIMD, a MIMD design for NVIDIA Volta) Mild Shock <janburse@fastmail.fm> - 2026-07-27 09:16 +0200
        Why forget Bulgarians, never on my mind (Re: The Koan of pi-WAM queues [FORTRAN-S]) Mild Shock <janburse@fastmail.fm> - 2026-07-27 09:16 +0200
          miniTriton CUDA is an alternative to torch variants (Re: Why forget Bulgarians, never on my mind) Mild Shock <janburse@fastmail.fm> - 2026-07-27 09:52 +0200
            Andrej Karpathy original gangster of Budget Laptop (Re: miniTriton CUDA is an alternative to torch variants) Mild Shock <janburse@fastmail.fm> - 2026-07-27 09:54 +0200
          The evolution of hardware and GPT-2 training (Re: Why forget Bulgarians, never on my mind) Mild Shock <janburse@fastmail.fm> - 2026-07-27 10:57 +0200
            How speed up π-WAM with vector operations (Re: The evolution of hardware and GPT-2 training) Mild Shock <janburse@fastmail.fm> - 2026-07-27 11:10 +0200
              AI accelerator extend from GPU to CPU [Zero Copying] (Re: How speed up π-WAM with vector operations) Mild Shock <janburse@fastmail.fm> - 2026-07-27 13:21 +0200
                The invention of vector and matrix registers [NVIDIA Volta] (Re: AI accelerator extend from GPU to CPU [Zero Copying]) Mild Shock <janburse@fastmail.fm> - 2026-07-27 13:22 +0200
                Re: The invention of vector and matrix registers [NVIDIA Volta] (Re: AI accelerator extend from GPU to CPU [Zero Copying]) Ross Finlayson <ross.a.finlayson@gmail.com> - 2026-07-27 07:34 -0700
                Maybe they should have named it NVIDIA Einstein [Rossy Boy Toe Sucking] (Was: The invention of vector and matrix registers [NVIDIA Volta]) Mild Shock <janburse@fastmail.fm> - 2026-07-27 17:12 +0200
                Re: The invention of vector and matrix registers [NVIDIA Volta] (Re: AI accelerator extend from GPU to CPU [Zero Copying]) R Kym Horsell <kym@sdf.com> - 2026-07-27 15:43 +0000
                Re: The invention of vector and matrix registers [NVIDIA Volta] (Re: AI accelerator extend from GPU to CPU [Zero Copying]) R Kym Horsell <kymhorsell@gmail.com> - 2026-07-27 15:46 +0000
                π-WAM is not adding decimals, it is removing decimals (Was: The invention of vector and matrix registers [NVIDIA Volta]) Mild Shock <janburse@fastmail.fm> - 2026-07-27 18:34 +0200
                In Budget Laptops the TOPS come with low energy footprint (Re: π-WAM is not adding decimals, it is removing decimals) Mild Shock <janburse@fastmail.fm> - 2026-07-27 18:45 +0200
    Potato Computer owner impressed by Ukraine Tech [Rossy Boys Brother?] (Was: Hurry the blue bus doesnt stop indefinitely) Mild Shock <janburse@fastmail.fm> - 2026-07-27 16:56 +0200
      Rossy Boy is neither Einstein nor Zweistein (Was: Potato Computer owner impressed by Ukraine Tech) Mild Shock <janburse@fastmail.fm> - 2026-07-27 18:25 +0200
        You are still chewing on SIMD. LoL (Re: Rossy Boy is neither Einstein nor Zweistein) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:12 +0200
          Hurry Rossy Boy, the blue bus is waiting (Re: You are still chewing on SIMD. LoL) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:53 +0200
            Look how they advertized CUDA and logical threads (Re: Hurry Rossy Boy, the blue bus is waiting) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:55 +0200
              Forget any arithmetization of product FSA (Re: Look how they advertized CUDA and logical threads) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:58 +0200
          Rossy Boys tears could cool a data center [pi-WAM Interleaved Synchronized Emulator] (Re: You are still chewing on SIMD. LoL) Mild Shock <janburse@fastmail.fm> - 2026-07-29 20:06 +0200
            I don't use Rust, you are crazy [Jump off a bridge, idiot] (Re: Rossy Boys tears could cool a data center [pi-WAM Interleaved Synchronized Emulator]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 20:25 +0200
              Hack ecosystem ignorance paired with paranoia [Nand to Tetris] (Re: I don't use Rust, you are crazy) Mild Shock <janburse@fastmail.fm> - 2026-07-29 22:52 +0200
                A funny Q16.16 experiment with Hack (Re: Hack ecosystem ignorance paired with paranoia [Nand to Tetris]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 23:11 +0200
                Summer Challenge: libSQL = Prolog+Modes [VDBE versus π-WAM] (Was: A funny Q16.16 experiment with Hack) Mild Shock <janburse@fastmail.fm> - 2026-07-30 11:25 +0200
                I wrote Hack VM for π-WAM from scratch [4 Months total JavaScript, Python and Java] (Re: Hack ecosystem ignorance paired with paranoia) Mild Shock <janburse@fastmail.fm> - 2026-07-30 19:37 +0200
                For WebGPU I first had SIMD in mind (Re: I wrote Hack VM for π-WAM from scratch) Mild Shock <janburse@fastmail.fm> - 2026-07-30 19:51 +0200
                Corr.: 4 Months --> 4 Weeks (Re: For WebGPU I first had SIMD in mind) Mild Shock <janburse@fastmail.fm> - 2026-07-30 20:05 +0200
                MIPS is a big Huffman mess [But Hack could do it] (Re: I wrote Hack VM for π-WAM from scratch) Mild Shock <janburse@fastmail.fm> - 2026-07-30 22:32 +0200
                Not declarative with PHI (Φ) nodes (Was: MIPS is a big Huffman mess [But Hack could do it]) Mild Shock <janburse@fastmail.fm> - 2026-07-30 22:38 +0200
                Not declarative with PHI (Φ) nodes (Re: MIPS is a big Huffman mess [But Hack could do it]) Mild Shock <janburse@fastmail.fm> - 2026-07-30 22:39 +0200
                Re: MIPS is a big Huffman mess [But Hack could do it] (Re: I wrote Hack VM for π-WAM from scratch) Ross Finlayson <ross.a.finlayson@gmail.com> - 2026-07-31 09:52 -0700
                Re: MIPS is a big Huffman mess [But Hack could do it] (Re: I wrote Hack VM for π-WAM from scratch) Ross Finlayson <ross.a.finlayson@gmail.com> - 2026-07-31 10:00 -0700
                Re: MIPS is a big Huffman mess [But Hack could do it] (Re: I wrote Hack VM for π-WAM from scratch) Ross Finlayson <ross.a.finlayson@gmail.com> - 2026-07-31 10:07 -0700
                Quo Vadis: Extend investigations to WebNN (Was: I wrote Hack VM for π-WAM from scratch [4 Months total JavaScript, Python and Java]) Mild Shock <janburse@fastmail.fm> - 2026-07-31 20:43 +0200
              Standing on the shoulders of giants (Re: I don't use Rust, you are crazy [Jump off a bridge, idiot]) Mild Shock <janburse@fastmail.fm> - 2026-08-04 03:19 +0200
                You Thief! Stealing Szemeredi, Aristotle, Leibniz, etc.. (Re: Standing on the shoulders of giants) Mild Shock <janburse@fastmail.fm> - 2026-08-04 15:19 +0200
                How Rossy Boys plagiarism works [Copy Paste Slop] (Re: You Thief! Stealing Szemeredi, Aristotle, Leibniz, etc.. ) Mild Shock <janburse@fastmail.fm> - 2026-08-04 17:58 +0200
                Statistics gave up, no salient truth [Signal Collapse] Re: How Rossy Boys plagiarism works [Copy Paste Slop] (Re: You Thief! Stealing Szemeredi, Aristotle, Leibniz, etc.. ) Mild Shock <janburse@fastmail.fm> - 2026-08-04 18:17 +0200
  Got it. Or are you too stupid? [New Usenet Mantra] (Was: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-27 18:59 +0200
  Lamas in a cradle and Lamas on the edge [Red Pyjama] (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 13:03 +0200
    AI Accelerators and ISO Prolog multi-threading (Re: Lamas in a cradle and Lamas on the edge [Red Pyjama]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:02 +0200
      Actor/Erlang is dead, no Thread and Mailbox conflation [golang channels] (Re: AI Accelerators and ISO Prolog multi-threading) (Re: Lamas in a cradle and Lamas on the edge [Red Pyjama]) Mild Shock <janburse@fastmail.fm> - 2026-07-29 17:04 +0200
        Can library(ironpaw) repurpose FFT hardware [Glimps into Ryzen AI 7 350] (Re: Actor/Erlang is dead, no Thread and Mailbox conflation ) Mild Shock <janburse@fastmail.fm> - 2026-08-01 02:32 +0200
    Tablet and phone UBS-C remote debugging (Re: Lamas in a cradle and Lamas on the edge [Red Pyjama]) Mild Shock <janburse@fastmail.fm> - 2026-08-01 12:19 +0200
      NPUs doing 2d chess comms (Manhattan Distance or L1 Norm) (Re: Tablet and phone UBS-C remote debugging) Mild Shock <janburse@fastmail.fm> - 2026-08-01 14:12 +0200
        NACK retransmission might double Manhattan Distance (Re: NPUs doing 2d chess comms) Mild Shock <janburse@fastmail.fm> - 2026-08-01 14:24 +0200
          I am using WebGPU, and not WebGL (Re: NACK retransmission might double Manhattan Distance) Mild Shock <janburse@fastmail.fm> - 2026-08-02 00:47 +0200
            Texture inside my compute shader makes no sense (Re: I am using WebGPU, and not WebGL) Mild Shock <janburse@fastmail.fm> - 2026-08-02 02:40 +0200
              Prolog inferencing and not canvasing fancy stuff (Re: Texture inside my compute shader makes no sense) Mild Shock <janburse@fastmail.fm> - 2026-08-02 02:42 +0200
      Chris M. Thomasson can ask 100 more questions (Was: Tablet and phone UBS-C remote debugging) Mild Shock <janburse@fastmail.fm> - 2026-08-02 02:46 +0200
        npm install webgpu [Google Dawn] (Re: Chris M. Thomasson can ask 100 more questions) Mild Shock <janburse@fastmail.fm> - 2026-08-02 03:03 +0200
          GPU elasticity was already invented in 2008 with CUDA (Re: npm install webgpu [Google Dawn]) Mild Shock <janburse@fastmail.fm> - 2026-08-03 00:01 +0200
    Synthetic Multilanguage Autoformalization Dataset [Informath project] (Was: Lamas in a cradle and Lamas on the edge [Red Pyjama]) Mild Shock <janburse@fastmail.fm> - 2026-08-08 09:17 +0200
      Re: Synthetic Multilanguage Autoformalization Dataset [Informath project] (Was: Lamas in a cradle and Lamas on the edge [Red Pyjama]) x3 <x@x.net> - 2026-08-08 11:45 -0700
        Nice try Rossy Boy --> **plonk** (Was: Synthetic Multilanguage Autoformalization Dataset [Informath project]) Mild Shock <janburse@fastmail.fm> - 2026-08-08 23:02 +0200
          Ethernal September Idiots Gone (Was: Nice try Rossy Boy --> **plonk**) Mild Shock <janburse@fastmail.fm> - 2026-08-08 23:15 +0200
  Even send_color and recv_color can block [Cerebras Waver] (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-08-02 23:39 +0200
  GPU Elasticity: Collective Communications Libraries (Re: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-08-07 14:35 +0200
    What are Flits and Phits? [Network on a Chip] (Was: GPU Elasticity: Collective Communications Libraries) Mild Shock <janburse@fastmail.fm> - 2026-08-07 18:05 +0200
      The Mac Neo is a Budget Monster [GPU Channels] (Re: What are Flits and Phits? [Network on a Chip]) Mild Shock <janburse@fastmail.fm> - 2026-08-11 16:25 +0200
        The luminaries of duct-tape engineering [Sweeney and Torvald] (Re: The Mac Neo is a Budget Monster [GPU Channels]) Mild Shock <janburse@fastmail.fm> - 2026-08-11 16:54 +0200
  Cristallina: Thank you for the Beam (Was: The Wuhan Virus that destroyed Python [ggml Manifesto]) Mild Shock <janburse@fastmail.fm> - 2026-08-09 21:19 +0200

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