.. raw:: html

   <!--Copyright © ZOMI 适用于[License](https://github.com/chenzomi12/DeepLearningSystem)版权许可-->

AI 芯片基础
===========

《AI芯片基础》简单从CPU开始看通用逻辑架构（冯诺依曼架构）开始，通过打开计算的本质（数据与时延）从而引出对于并行计算GPU作用和解决的业务场景，到目前最火的AI芯片NPU。最后迈入超异构并行CPU、GPU、NPU并存的计算系统架构黄金十年。

   希望这个系列能够给大家、朋友们带来一些些帮助，也希望自己能够继续坚持完成所有内容哈！

**内容大纲**

   ``PPT``\ 和\ ``字幕``\ 需要到
   `Github <https://github.com/chenzomi12/DeepLearningSystem>`__
   下载，网页课程版链接会失效哦~

   建议优先下载 PDF 版本，PPT 版本会因为字体缺失等原因导致版本很丑哦~

+-----------------------+-----------------------+-----------------------+
| 大纲                  | 小节                  | 链接                  |
+=======================+=======================+=======================+
| AI 芯片基础           | 01 CPU 基础           | `slide <.             |
|                       |                       | /01.cpu_base.pdf>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1tv4y1V72f/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 02 CPU 指令集架构     | `slide <              |
|                       |                       | ./02.cpu_isa.pdf>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1ro4y1W7xN/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 03 CPU 计算本质       | `slide <.             |
|                       |                       | /03.cpu_data.pdf>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV17X4y1k7eF/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 04 CPU 计算时延       | `slide <./04          |
|                       |                       | .cpu_latency.pdf>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1Qk4y1i7GT/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 05 GPU 基础           | `sli                  |
|                       |                       | de <./05.gpu.pdf>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1sM411T72Q/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 06 NPU 基础           | `slid                 |
|                       |                       | e <./06.npu.pptx>`__, |
|                       |                       | `video <https:        |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1Rk4y1e77n/>`__ |
+-----------------------+-----------------------+-----------------------+
| AI 芯片基础           | 07 超异构计算         | `slide                |
|                       |                       | <./07.future.pdf>`__, |
|                       |                       | `video <https         |
|                       |                       | ://www.bilibili.com/v |
|                       |                       | ideo/BV1YM4y117VK>`__ |
+-----------------------+-----------------------+-----------------------+

.. toctree::
   :maxdepth: 2

   01.cpu_base
   02.cpu_isa
   03.cpu_data
   04.cpu_latency
   05.gpu
   06.npu
   07.future