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模型转换&优化
=============

《模型转换&优化》在这一节当中分为模型转换和模型优化，在整体架构图中属于离线模型转换模块。一方面，推理引擎需要把不同
AI
框架训练得到的模型进行转换；另外一方面需要对转换后的模型进行图优化等技术。

   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                  |
+=======================+=======================+=======================+
| 模型转换&优化         | 01 基本介绍           | `PPT <./01.           |
|                       |                       | introduction.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1724y1z7ep/>`__ |
+-----------------------+-----------------------+-----------------------+
| 模型转换模块          | 02 架构与文件格式     | `PPT <./02.con        |
|                       |                       | verter_princ.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV13P4y167sr/>`__ |
+-----------------------+-----------------------+-----------------------+
| 模型转换模块          | 03 自定义计算图IR     | `PPT <./03.           |
|                       |                       | converter_ir.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1rx4y177R9/>`__ |
+-----------------------+-----------------------+-----------------------+
| 模型转换模块          | 04 流程细节           | `PPT <./04.conv       |
|                       |                       | erter_detail.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV13341197zU/>`__ |
+-----------------------+-----------------------+-----------------------+
| 图优化模块            | 05 计算图优化策略     | `PPT <./              |
|                       |                       | 05.optimizer.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1g84y1L7tF/>`__ |
+-----------------------+-----------------------+-----------------------+
| 图优化模块            | 06                    | `PPT                  |
|                       | 常量折叠&冗余节点消除 |  <./06.basic.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1fA411r7hr/>`__ |
+-----------------------+-----------------------+-----------------------+
| 图优化模块            | 07 算子融合/替换/前移 | `PPT                  |
|                       |                       |  <./06.basic.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1Qj411T7Ef/>`__ |
+-----------------------+-----------------------+-----------------------+
| 图优化模块            | 08                    | `PPT                  |
|                       | 数据布局转换&内存优化 | <./07.extend.pdf>`__, |
|                       |                       | `视频 <https:         |
|                       |                       | //www.bilibili.com/vi |
|                       |                       | deo/BV1Ae4y1N7u7/>`__ |
+-----------------------+-----------------------+-----------------------+

.. toctree::
   :maxdepth: 2

   01.introduction
   02.converter_princ
   03.converter_ir
   04.converter_detail
   05.optimizer
   06.basic
   07.extend