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767 B
767 B
机器学习系统:设计和实现(第二版)
本书系统性地介绍机器学习系统的设计原理与实现方法,涵盖从编程接口、AI加速器、编译器到分布式训练、模型服务和大规模集群管理等核心主题。第二版在第一版基础上进行了全面更新和重构,反映了机器学习系统领域的最新进展。
:maxdepth: 2
[前言](00_chapter_preface/index)
# 基础篇
01_chapter_introduction/index
02_chapter_programming_and_graph/index
03_chapter_accelerator/index
# 系统篇
04_chapter_compiler_and_runtime/index
05_chapter_data_processing/index
06_chapter_training_systems/index
# 应用与扩展篇
07_chapter_model_serving/index
08_chapter_rl_systems/index
09_chapter_gpu_cluster/index