Comment on Chinese algorithm claimed to boost Nvidia GPU performance by up to 800X for advanced science applications

Zarxrax@lemmy.world ⁨2⁩ ⁨months⁩ ago

• Isoprenoid@programming.dev ⁨2⁩ ⁨months⁩ ago

  Per the article, they just developed a faster algorithm for a specific type of material simulation.

  You’re underplaying it.

  As per the article:

  This has broad implications for industries that require detailed material analysis, including:

  Aerospace and Defense: Improved modeling of material stress and failure in aircraft structures.

  Engineering and Manufacturing: More efficient testing of materials for construction and industrial applications.

  Military Research: Faster development of impact-resistant materials for defense systems.

  source

  • avieshek@lemmy.world ⁨2⁩ ⁨months⁩ ago

    Yes, exactly… For another example, the DeepSeek team developed their own replacement to CUDA called PTX (Parallel Thread Execution) a lower-level assembly-like language that allows for more granular optimisations of GPU performance offering 10X efficiency improvement recently as GPU sanctions were levied on China. This innovative approach not only challenges the dominance of CUDA in the AI landscape but also opens up new possibilities for optimizing GPU performance in various applications and this is what missing not only from those relying on Nvidia but its competitors whether AMD or Apple that prefers to have its own proprietary solutions.

    source

    • boonhet@lemm.ee ⁨2⁩ ⁨months⁩ ago

      Nvidia developed PTX, DeepSeek leveraged it to do some load balancing work they couldn’t do in CUDA. They still also use CUDA.

      source

      • avieshek@lemmy.world ⁨2⁩ ⁨months⁩ ago

        Hence, the word optimisation instead of simply pouring money. Same thing happens with games that doesn’t necessarily come up with a new engine.

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    • prettybunnys@sh.itjust.works ⁨2⁩ ⁨months⁩ ago

      DeepSeek team developed their own replacement to CUDA called PTX (Parallel Thread Execution) a lower-level assembly-like language that allows for more granular optimisations of GPU performance offering 10X efficiency improvement recently as GPU sanctions were levied on China

      No they didn’t. NVIDIA created PTX

      source