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Open-source compiler enables GPT-2 to run on Rockchip RK3588 NPU

By PulseAugur Editorial · [1 sources] ·

A developer has successfully reverse-engineered the Neural Processing Unit (NPU) of the Rockchip RK3588, creating an open-source compiler and runtime. This allows models like GPT-2 and SigLIP to run directly from frameworks such as PyTorch, ONNX, and JAX without relying on proprietary vendor SDKs. The project achieved a performance of 36 tokens per second for GPT-2 on the RK3588 NPU. AI

IMPACT Enables broader hardware compatibility and optimization for running AI models on specialized processors.

RANK_REASON The item details the reverse-engineering of hardware and the creation of an open-source compiler for running AI models, which falls under research and development. [lever_c_demoted from research: ic=1 ai=1.0]

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Open-source compiler enables GPT-2 to run on Rockchip RK3588 NPU

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The item details the reverse-engineering of hardware and the creation of an open-source compiler for running AI models, which falls under research and development. [lever_c_demoted from research: i…
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High
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11 days old
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COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/one_does_not_just ·

    Reverse-Engineering the RK3588 NPU: Building an Open Compiler to Run GPT-2 at 36 tok/s

    <!-- SC_OFF --><div class="md"><blockquote> <p>Last year I posted about hacking the RK3588 NPU to run one vision encoder (<a href="https://www.reddit.com/r/LocalLLaMA/comments/1pkhzf0/reverseengineering_the_rk3588_npu_hacking_memory/">previous post</a>). This year I opened the wh…

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