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<p aria-level="2" class="caption" role="heading"><span class="caption-text">=== 一. AI 系统概述 ===</span></p>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../01Introduction/README.html">课程概述(DONE)</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../01Introduction/00Introduction.html">本节内容(DONE)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../01Introduction/01Present.html">AI 的历史与现状(DONE)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../01Introduction/02Develop.html">AI 发展驱动力(DONE)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../01Introduction/03Architecture.html">AI 系统全栈架构(DONE)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../01Introduction/04Sample.html">AI 系统与程序代码关系(DONE)</a></li>
</ul>
</details></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">=== 二. AI 硬件体系结构 ===</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../02Hardware/README.html">AI 硬件体系架构概述</a></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware01Foundation/README.html">AI 计算体系概述</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/01Introduction.html">课程内容</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/02ArchSlim.html">AI 计算模式（上）</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/03MobileParallel.html">AI 计算模式（下）</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/04Metrics.html">关键设计指标</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/05Matrix.html">核心计算之矩阵乘</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware01Foundation/06BitWidth.html">计算之比特位宽</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware02ChipBase/README.html">AI 芯片基础</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/01CPUBase.html">CPU 基础</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/02CPUISA.html">CPU 指令集架构</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/03CPUData.html">CPU 计算本质</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/04CPULatency.html">CPU 计算时延</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/05GPUBase.html">GPU 基础</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/06NPUBase.html">NPU 基础</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware02ChipBase/07Future.html">超异构计算</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware03GPUBase/README.html">图形处理器 GPU</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware03GPUBase/01Works.html">GPU 工作原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware03GPUBase/02Principle.html">为什么 GPU 适用于 AI</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware03GPUBase/03Concept.html">GPU 架构与 CUDA 关系</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware03GPUBase/04History.html">GPU 架构回顾</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware04NVIDIA/README.html">英伟达 GPU 详解</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/01BasicTC.html">Tensor Core 基本原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/02HistoryTC.html">Tensor Core 架构演进</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/03DeepTC.html">Tensor Core 深度剖析</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/04BasicNvlink.html">分布式通信与 NVLink</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/05DeepNvlink.html">NVLink 原理剖析</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware04NVIDIA/06DeepNvswitch.html">NV Switch 深度解析</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware05Abroad/README.html">国外 AI 芯片</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware05Abroad/04TPUIntrol.html">谷歌 TPU 历史发展</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware05Abroad/05TPU1.html">谷歌 TPU v1-脉动阵列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware05Abroad/06TPU2.html">谷歌 TPUv2 训练芯片</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware05Abroad/07TPU3.html">谷歌 TPUv3 POD 形态</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware05Abroad/08TPU4.html">谷歌 TPUv4 与光路交换</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware06Domestic/README.html">国内 AI 芯片</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware06Domestic/04Cambricon.html">寒武纪介绍</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware06Domestic/07AscendBase.html">昇腾 AI 处理器</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware06Domestic/08AscendCube.html">昇腾 AI 核心单元</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware06Domestic/09AscendCluster.html">昇腾 AI 算力集群</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware06Domestic/10AscendArch.html">昇腾 AI 全栈架构</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../02Hardware07Thought/README.html">AI 芯片黄金十年</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/01Introduction.html">芯片的编程体系</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/02SIMTSIMD.html">SIMD & SIMT 与芯片架构</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/03SPMT.html">SIMD & SIMT 与 CUDA 关系</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/04NVSIMT.html">CUDA 编程模式</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/05DSA.html">从 CUDA 对 AI 芯片思考</a></li>
<li class="toctree-l2"><a class="reference internal" href="../02Hardware07Thought/06AIChip.html">AI 芯片的思考</a></li>
</ul>
</details></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">=== 三. AI 编程与编译原理 ===</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../03Compiler/README.html">AI 编译原理概述</a></li>
<li class="toctree-l1 current active has-children"><a class="current reference internal" href="#">传统编译器</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="01Introduction.html">编译器基础介绍</a></li>
<li class="toctree-l2"><a class="reference internal" href="02History.html">传统编译器发展</a></li>
<li class="toctree-l2"><a class="reference internal" href="03GCC.html">GCC 主要特征</a></li>
<li class="toctree-l2"><a class="reference internal" href="04LLVM.html">LLVM 架构设计和原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="05LLVMIR.html">LLVM IR 基本概念</a></li>
<li class="toctree-l2"><a class="reference internal" href="06LLVMDetail.html">LLVM IR 详解</a></li>
<li class="toctree-l2"><a class="reference internal" href="07LLVMFrontend.html">LLVM 前端和优化层</a></li>
<li class="toctree-l2"><a class="reference internal" href="08LLVMBackend.html">LLVM 后端代码生成</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../03Compiler02AICompiler/README.html">AI 编译器</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler02AICompiler/01Appear.html">为什么需要 AI 编译器</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler02AICompiler/02Stage.html">AI 编译器历史阶段</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler02AICompiler/03Architecture.html">AI 编译器基本架构</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler02AICompiler/04Future.html">AI 编译器挑战与思考</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../03Compiler03Frontend/README.html">前端优化</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/01Introduction.html">AI 编译器前端优化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/02GraphIR.html">图算 IR</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/03OPFusion.html">算子融合</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/04LayoutPrinc.html">布局转换原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/05LayoutAlgo.html">布局转换算法</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/06Memory.html">内存分配算法</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/07ConstantFold.html">常量折叠原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/08CSE.html">公共表达式消除原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/09DCE.html">死代码消除</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler03Frontend/10Algebraic.html">代数简化</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../03Compiler04Backend/README.html">后端优化</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/01Introduction.html">AI 编译器后端优化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/02OPSCompute.html">计算与调度</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/03Optimization.html">算子手工优化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/04LoopOpt.html">算子循环优化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/05OtherOpt.html">指令和存储优化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/06AutoTuning.html">Auto-Tuning 原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler04Backend/07Practice.html">TVM 实践案例</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../03Compiler07CANN/README.html">CANN & Ascend C</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler07CANN/01CANN.html">昇腾异构计算架构 CANN</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler07CANN/02OPType.html">CANN 算子类型</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler07CANN/03AscendC.html">算子开发编程语言 Ascend C</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler07CANN/04Grmmar.html">Ascend C 语法扩展</a></li>
<li class="toctree-l2"><a class="reference internal" href="../03Compiler07CANN/05Paradigm.html">Ascend C 编程范式</a></li>
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</details></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">=== 四. 推理系统&引擎 ===</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../04Inference/README.html">推理系统&引擎概述</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../04Inference01Inference/01Introduction.html">引言</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../04Inference02Mobilenet/README.html">模型轻量化</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/01Introduction.html">推理参数</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/021Squeezenet.html">SqueezeNet 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/022Shufflenet.html">ShuffleNet 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/023Mobilenet.html">MobileNet 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/024ESPNet.html">ESPNet 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/025FBNet.html">FBNet 系列</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/027GhostNet.html">GhostNet 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/02Cnn.html">CNN 模型小型化（上）</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/031MobileVit.html">MobileVit 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/032MobileFormer.html">MobileFormer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/033EfficientFormer.html">EfficientFormer 系列</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/03Cnn.html">CNN 模型小型化（下）</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/03Transformer.html">Transformer 小型化</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference02Mobilenet/04Transformer.html">Transformer 模型小型化</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../04Inference03Slim/README.html">模型压缩</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/01Introduction.html">基本介绍</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/02Quant.html">低比特量化原理</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/03QAT.html">感知量化训练 QAT</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/04PTQ.html">训练后量化与部署</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/05Pruning.html">模型剪枝</a></li>
<li class="toctree-l2"><a class="reference internal" href="../04Inference03Slim/06Distillation.html">知识蒸馏原理</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../04Inference04Converter/README.html">模型转换</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../04Inference06Kernel/README.html">Kernel 优化</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">=== 五. AI 框架核心模块 ===</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../05Framework/README.html">AI 框架核心概述</a></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../05Framework01Foundation/README.html">AI 框架基础</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../05Framework01Foundation/02Fundamentals.html">AI 框架作用</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework01Foundation/03History.html">AI 框架之争</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework01Foundation/04Programing.html">框架编程范式</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework01Foundation/05MindSpore.html">昇思 MindSore 关键特性</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../05Framework02AutoDiff/README.html">自动微分</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/02BaseConcept.html">什么是微分</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/03GradMode.html">微分计算模式</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/04Implement.html">微分实现方式</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/05ForwardMode.html">动手实现自动微分</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/06ReversedMode.html">动手实现 PyTroch 微分</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework02AutoDiff/07Challenge.html">自动微分的挑战&未来</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../05Framework03DataFlow/README.html">计算图</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../05Framework03DataFlow/03Atuodiff.html">计算图与自动微分</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework03DataFlow/04Dispatch.html">计算图的调度与执行</a></li>
<li class="toctree-l2"><a class="reference internal" href="../05Framework03DataFlow/05ControlFlow.html">计算图的控制流实现</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../05Framework04Parallel/README.html">分布式并行</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="../05Framework04Parallel/07MSParallel.html">昇思MindSpore并行</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="id1">
<h1>传统编译器<a class="headerlink" href="#id1" title="Link to this heading">#</a></h1>
<p>《传统编译器》会粗略地回顾传统编译器中的前端、后端、IR 中间表达等主要的概念，并对目前最常用的 GCC 和 LLVM 的发展历史，GCC 的使用方式和 LLVM 的架构前后端优化划分，两大编译器 GCC 和 LLVM 进行简单的展开，去了解 GCC 的编译流程和编译方式，并回顾 LLVM 的整体架构，了解传统编译器的整体架构和脉络。</p>
<p>随着深度学习的不断发展，AI 模型结构在快速演化，底层计算硬件技术更是层出不穷，对于广大开发者来说不仅要考虑如何在复杂多变的场景下有效的将算力发挥出来，还要应对计算框架的持续迭代。AI 编译器就成了应对以上问题广受关注的技术方向，让用户仅需专注于上层模型开发，降低手工优化性能的人力开发成本，进一步压榨硬件性能空间。我们先了解通用编译器的概念，然后通过编译器的历史回顾知道编译器近几十年的发展，最后开始深入传统编译器的流程和原理。</p>
<section id="id2">
<h2>内容大纲<a class="headerlink" href="#id2" title="Link to this heading">#</a></h2>
<blockquote>
<div><p><code class="docutils literal notranslate"><span class="pre">PPT</span></code>和<code class="docutils literal notranslate"><span class="pre">字幕</span></code>需要到 <a class="reference external" href="https://github.com/chenzomi12/AISystem">Github</a> 下载，网页课程版链接会失效哦~</p>
<p>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~</p>
</div></blockquote>
<div class="pst-scrollable-table-container"><table class="table">
<thead>
<tr class="row-odd"><th class="head text-center"><p>小节</p></th>
<th class="head text-center"><p>链接</p></th>
</tr>
</thead>
<tbody>
<tr class="row-even"><td class="text-center"><p>01 编译器基础概念</p></td>
<td class="text-center"><p><a class="reference internal" href="01Introduction.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/dc4e431803774751f7bdea50acf14217/01Introduction.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1D84y1y73v/">视频</a></p></td>
</tr>
<tr class="row-odd"><td class="text-center"><p></p></td>
<td class="text-center"><p></p></td>
</tr>
<tr class="row-even"><td class="text-center"><p>02 开源编译器的发展</p></td>
<td class="text-center"><p><a class="reference internal" href="02History.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/9bf2eb13f91b9d91d2172c1b70244ddb/02History.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1sM411C7Vr/">视频</a></p></td>
</tr>
<tr class="row-odd"><td class="text-center"><p>03 GCC 编译过程和原理</p></td>
<td class="text-center"><p><a class="reference internal" href="03GCC.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/5cc8873ee9beb4a2a9bdf22ecfb2edad/03GCC.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1LR4y1f7et/">视频</a></p></td>
</tr>
<tr class="row-even"><td class="text-center"><p>04 LLVM 设计架构</p></td>
<td class="text-center"><p><a class="reference internal" href="04LLVM.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/56272c393206cdca2bc2dd49b9d28cb1/04LLVM.pdf"><span class="xref download myst">PPT</span></a>, [视频](https://www.bilibili.com/video/BV1CG4y1V7Dn/</p></td>
</tr>
<tr class="row-odd"><td class="text-center"><p>05 LLVM IR 详解</p></td>
<td class="text-center"><p><a class="reference internal" href="05LLVMIR.html"><span class="doc std std-doc">文章</span></a>, <a class="reference internal" href="06LLVMDetail.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/76a8d883acc1c8c33cc1a78a79d6ffce/05LLVMDetail01.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1LR4y1f7et/">视频</a></p></td>
</tr>
<tr class="row-even"><td class="text-center"><p>06 LLVM 前端和优化层</p></td>
<td class="text-center"><p><a class="reference internal" href="07LLVMFrontend.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/22356c81ebc9caeb5bac5d4bf5fc8e2a/05LLVMDetail02.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1vd4y1t7vS">视频</a></p></td>
</tr>
<tr class="row-odd"><td class="text-center"><p>07 LLVM 后端代码生成</p></td>
<td class="text-center"><p><a class="reference internal" href="08LLVMBackend.html"><span class="std std-doc">文章</span></a>, <a class="reference download internal" download="" href="../_downloads/31cbb9f11d2793d17696df018c05a4c2/05LLVMDetail03.pdf"><span class="xref download myst">PPT</span></a>, <a class="reference external" href="https://www.bilibili.com/video/BV1cd4y1b7ho">视频</a></p></td>
</tr>
</tbody>
</table>
</div>
</section>
<section id="id3">
<h2>备注<a class="headerlink" href="#id3" title="Link to this heading">#</a></h2>
<p>文字课程开源在 <a class="reference external" href="https://chenzomi12.github.io/">AISys</a>，系列视频托管<a class="reference external" href="https://space.bilibili.com/517221395">B 站</a>和<a class="reference external" href="https://www.youtube.com/@ZOMI666/videos">油管</a>，PPT 开源在<a class="reference external" href="https://github.com/chenzomi12/AISystem">github</a>，欢迎取用！！！</p>
<blockquote>
<div><p>非常希望您也参与到这个开源课程中，B 站给 ZOMI 留言哦！</p>
<p>欢迎大家使用的过程中发现 bug 或者勘误直接提交代码 PR 到开源社区哦！</p>
<p>欢迎大家使用的过程中发现 bug 或者勘误直接提交 PR 到开源社区哦！</p>
<p>请大家尊重开源和 ZOMI 的努力，引用 PPT 的内容请规范转载标明出处哦！</p>
</div></blockquote>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="01Introduction.html">编译器基础介绍</a></li>
<li class="toctree-l1"><a class="reference internal" href="02History.html">传统编译器发展</a></li>
<li class="toctree-l1"><a class="reference internal" href="03GCC.html">GCC 主要特征</a></li>
<li class="toctree-l1"><a class="reference internal" href="04LLVM.html">LLVM 架构设计和原理</a></li>
<li class="toctree-l1"><a class="reference internal" href="05LLVMIR.html">LLVM IR 基本概念</a></li>
<li class="toctree-l1"><a class="reference internal" href="06LLVMDetail.html">LLVM IR 详解</a></li>
<li class="toctree-l1"><a class="reference internal" href="07LLVMFrontend.html">LLVM 前端和优化层</a></li>
<li class="toctree-l1"><a class="reference internal" href="08LLVMBackend.html">LLVM 后端代码生成</a></li>
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