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English(EN) Spent way too much time trying to turn `float*` into a proper tensor library. But it finally works: single-header, plain C99, GPU acceleration, capable of train

开发者创建带 GPU 加速的 C99 张量库

一位开发者创建了一个单头文件、纯 C99 的张量库,提供 GPU 加速,在某些任务上的性能可与 PyTorch 相媲美。该库旨在训练各种神经网络架构,包括 DNN、CNN 和 LSTM。未来的开发计划包括增加对 OpenCL、量化和 transformer 模型支持。 AI

影响 为 AI 开发提供了一个轻量级、高性能的张量库,可能对嵌入式系统或性能关键型应用有用。

排序理由 这是一个针对专业库的单开发者项目,而非重大的行业发布或研究论文。

在 Mastodon — fosstodon.org 阅读 →

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开发者创建带 GPU 加速的 C99 张量库

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这是一个针对专业库的单开发者项目,而非重大的行业发布或研究论文。
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报道来源 [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    花了太多时间试图将 `float*` 变成一个真正的张量库。但它终于成功了:单头文件,纯 C99,GPU 加速,能够进行训练

    Spent way too much time trying to turn `float*` into a proper tensor library. But it finally works: single-header, plain C99, GPU acceleration, capable of training DNNs, CNNs, LSTMs - sometimes even beats pytorch on performance! Still lots of things to add: OpenCL, quantisation, …