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Title: GitHub - sunailong/DeepLearningSystem: Deep Learning System core principles introduction. · GitHub

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Description: Deep Learning System core principles introduction. - sunailong/DeepLearningSystem

Open Graph Description: Deep Learning System core principles introduction. - sunailong/DeepLearningSystem

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Opengraph URL: https://github.com/sunailong/DeepLearningSystem

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https://github.com/sunailong/DeepLearningSystem#deep-learning-system
https://github.com/sunailong/DeepLearningSystem#内容大纲
https://github.com/sunailong/DeepLearningSystem#课程部分
一. AI框架核心技术https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend
AI框架基础https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/01_Foundation
自动微分https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/02_AutoDiff
计算图https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/03_DataFlow
分布式集群https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/04_AICluster
分布式算法https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/05_AIAlgo
分布式并行https://github.com/sunailong/DeepLearningSystem/blob/main/Frontend/06_Parallel
二. 底层编译技术https://github.com/sunailong/DeepLearningSystem/blob/main/Compiler
传统编译器https://github.com/sunailong/DeepLearningSystem/blob/main/Compiler/01_Tradition
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后端优化https://github.com/sunailong/DeepLearningSystem/blob/main/Compiler/04_Backend
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三. 推理系统https://github.com/sunailong/DeepLearningSystem/blob/main/Inference
推理系统https://github.com/sunailong/DeepLearningSystem/blob/main/Inference/01_Inference
轻量网络https://github.com/sunailong/DeepLearningSystem/blob/main/Inference/02_Mobilenet
模型压缩https://github.com/sunailong/DeepLearningSystem/blob/main/Inference/03_Slim
模型转换&优化https://github.com/sunailong/DeepLearningSystem/blob/main/Inference/04_Converter
Kernel优化https://github.com/sunailong/DeepLearningSystem/blob/main/Inference/05_Kernel
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AI 计算体系https://github.com/sunailong/DeepLearningSystem/blob/main/Hardware/01_Foundation
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英伟达GPU的AI详解https://github.com/sunailong/DeepLearningSystem/blob/main/Hardware/04_GPUDetail
AI专用处理器 NPUhttps://github.com/sunailong/DeepLearningSystem/blob/main/Hardware/05_NPU
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