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训练 ditorch   |   推理 dlinfer   |   编译 triton(待开源)

人工智能开放计算平台-DeepLink,作为芯片与深度学习框架适配的“桥梁”,根本性实现软硬件解耦,建设开放的软硬件适配生态。遵守此标准可以实现主流框架与芯片高效适配,极大降低算力使用门槛,减少技术阻力。从而打破算力和框架的垄断,实现算力要素多样化。并且通过编译的力量,提升整体的训练效率。基于DeepLink,上下游厂商通过一次适配即可深度接入算法生态,为人工智能软硬上下游合作共建起到关键纽带作用。

DeepLink2.0 以1.0版本为基础,从场景支持、互联能力、易用性和性能优化四个方向扩展软硬件适配版图。从原本只涵盖AI技术框架、接口层的结构中,逐步扩展了AI并行框架层和计算层:

  1. AI并行框架:DeepLink2.0支持开源轻量级AI加速框架InternEvo,支持无需大量依赖关系的模型预训练;同时支持微调工具库XTuner、推理部署工具箱LMDeploy。
  1. 计算层:逐步建设triton编译生态,针对硬件特性进行扩展功能加持。
  2. 接口层:着力于异构互联方案的建设,通过跨域异构互联可实现不同算力性能的芯片自由组合,而无需依赖单一高算力芯片“抱团”。

目前,DeepLink已与10余家硬件企业展开合作,在多个计算平台实现了多个模型的训练和推理适配。

Popular repositories Loading

  1. DIOPI DIOPI Public

    Python 68 35

  2. deeplink.framework deeplink.framework Public

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  3. DLOP-Bench DLOP-Bench Public

    A benchmark suited especially for deep learning operators

    Python 41 4

  4. CVFusion CVFusion Public

    CVFusion is an open-source deep learning compiler to fuse the OpenCV operators.

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  5. dlinfer dlinfer Public

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  6. AIChipBenchmark AIChipBenchmark Public

    Python 20 8

Repositories

Showing 10 of 57 repositories
  • lmdeploy Public Forked from InternLM/lmdeploy

    LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

    DeepLink-org/lmdeploy’s past year of commit activity
    Python 1 Apache-2.0 449 0 4 Updated Dec 26, 2024
  • dlinfer Public
    DeepLink-org/dlinfer’s past year of commit activity
    Python 27 BSD-3-Clause 10 6 6 Updated Dec 26, 2024
  • OpenTenNet Public
    DeepLink-org/OpenTenNet’s past year of commit activity
    Python 2 0 0 0 Updated Dec 26, 2024
  • ditorch Public
    DeepLink-org/ditorch’s past year of commit activity
    Python 8 BSD-3-Clause 0 1 0 Updated Dec 23, 2024
  • DeepLink-org/AIChipBenchmark’s past year of commit activity
    Python 20 BSD-3-Clause 8 4 1 Updated Dec 19, 2024
  • .github Public
    DeepLink-org/.github’s past year of commit activity
    1 0 0 0 Updated Dec 12, 2024
  • DeepLinkExt Public
    DeepLink-org/DeepLinkExt’s past year of commit activity
    Python 12 BSD-3-Clause 0 1 9 Updated Dec 9, 2024
  • DeepLink-org/deeplink-rtd-docs’s past year of commit activity
    Python 0 1 0 0 Updated Dec 9, 2024
  • research_doc Public
    DeepLink-org/research_doc’s past year of commit activity
    Python 0 0 0 0 Updated Dec 2, 2024
  • DIOPI.dev Public Forked from DeepLink-org/DIOPI

    The development repository of DeepLink-org/DIOPI

    DeepLink-org/DIOPI.dev’s past year of commit activity
    Python 1 BSD-3-Clause 35 0 1 Updated Nov 22, 2024

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