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L00 · 课程参考资料 ​

本页按 CS149 Fall 2025 的课程顺序汇总各讲涉及的讲义、视频、代码与延伸阅读。每讲页面仍保留与本讲直接相关的资料入口。

资料索引

按课程顺序整理讲义、视频、代码与延伸阅读;每一项都保留在对应讲次下。

19 条资料 · 18 讲 · 19 次关联

01

Why Parallelism? Why Efficiency?

1 条资料

02

A Modern Multi-Core Processor (Part I)

1 条资料

03

Modern Multi-Core Architecture (Part II) + ISPC Programming Abstractions

1 条资料

04

Parallelizing Code: An Example Thought Process

1 条资料

05

Program Optimization 1: Work Distribution and Scheduling

1 条资料

06

Program Optimization 2: Locality and Communication

1 条资料

07

GPU Architecture and CUDA Programming

2 条资料

08

Data-Parallel Thinking

1 条资料

09

Efficiently Evaluating DNNs on GPUs: Transformers and ConvNets

1 条资料

10

Hardware Specialization

1 条资料

11

Programming Systems for Specialized Hardware

1 条资料

12

Mapping AI Applications to the Datacenter Computer

1 条资料

13

Domain-Specific Programming Systems and AI-Driven Performance Optimization

1 条资料

14

Cache Coherence

1 条资料

15

Implementing Synchronization + Memory Consistency

1 条资料

16

Fine-Grained Locking and Lock-Free Programming

1 条资料

17

Transactional Memory (Part I)

1 条资料

18

Transactional Memory (Part II) + Ask Me Anything

1 条资料

资料来源归原作者与课程方所有 · 笔记内容持续校订