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CS61C: Great Ideas in Computer Architecture

Descriptions

  • Offered by: UC Berkeley
  • Prerequisites: CS61A, CS61B
  • Programming Languages: C
  • Difficulty: 🌟🌟🌟🌟
  • Class Hour: 100 hours

This is the last course in Berkeley's CS61 series, which dives into the internal of computer architecture and will make you understand how the C language is translated into RISC-V assembly language and executed on the CPU. Unlike Nand2Tetris, this course is much more difficult and more in-depth, covering pipelining, cache, virtual memory, and concurrency-related content.

The projects are very innovative and interesting. Project1 is a warmup assignment in C. In 2020Fall, you will implement the famous Game of Life. Project2 requires you to write a fully-connected neural network in RISC-V assembly to classify handwritten digits in MNIST dataset, which is a great exercise to write assembly code. In Project3, you will use Logisim, a digital circuit simulation software, to build a two-stage pipeline CPU from scratch and run RISC-V assembly code on it. In Project4 you will implement a toy version of Numpy, using OpenMP, SIMD, and other techniques to speed up matrix operations.

In a word, this is the best computer architecture course I have ever taken.

Course Resources

  • Course Website: https://cs61c.org/su20/
  • Recordings: Youtube
  • Textbook: None
  • Assignments: 11 Labs, 4 Projects, the course website has specific requirements.

Personal Resources

All the resources and assignments used by @PKUFlyingPig in this course are maintained in PKUFlyingPig/CS61C-summer20 - GitHub.

CS61C: Great Ideas in Computer Architecture

Descriptions

  • Offered by: UC Berkeley
  • Prerequisites: CS61A, CS61B
  • Programming Languages: C
  • Difficulty: 🌟🌟🌟🌟
  • Class Hour: 100 hours

This is the last course in Berkeley's CS61 series, which dives into the internal of computer architecture and will make you understand how the C language is translated into RISC-V assembly language and executed on the CPU. Unlike Nand2Tetris, this course is much more difficult and more in-depth, covering pipelining, cache, virtual memory, and concurrency-related content.

The projects are very innovative and interesting. Project1 is a warmup assignment in C. In 2020Fall, you will implement the famous Game of Life. Project2 requires you to write a fully-connected neural network in RISC-V assembly to classify handwritten digits in MNIST dataset, which is a great exercise to write assembly code. In Project3, you will use Logisim, a digital circuit simulation software, to build a two-stage pipeline CPU from scratch and run RISC-V assembly code on it. In Project4 you will implement a toy version of Numpy, using OpenMP, SIMD, and other techniques to speed up matrix operations.

In a word, this is the best computer architecture course I have ever taken.

Course Resources

Personal Resources

All the resources and assignments used by @PKUFlyingPig in this course are maintained in PKUFlyingPig/CS61C-summer20 - GitHub.

All the resources and assignments used by @InsideEmpire in this course are maintained in @InsideEmpire/CS61C-fall20 - GitHub.

All the resources and assignments used by @RisingUppercut in this course are maintained in @RisingUppercut/CS61C-fall24 - GitHub.

CS61C: Great Ideas in Computer Architecture

课程简介

  • 所属大学：UC Berkeley
  • 先修要求：CS61A, CS61B
  • 编程语言：C
  • 课程难度：🌟🌟🌟🌟
  • 预计学时：100 小时

伯克利 CS61 系列的最后一门课程，深入计算机的硬件细节，带领学生逐步理解 C 语言是如何一步步转化为 RISC-V 汇编并在 CPU 上执行的。和 Nand2Tetris 不同，这门课 在难度和深度上都会提高很多，具体会涉及到流水线、Cache、虚存以及并发相关的内容。

这门课的 Project 也非常新颖有趣。Project1 会让你用 C 语言写一个小程序，20 年秋季学期是著名的游戏 Game of Life。Project2 会让你用 RISC-V 汇编编写一个神经网络，用来 识别 MNIST 手写数字，非常锻炼你对汇编代码的理解和运用。Project3 中你会用 Logisim 这个数字电路模拟软件搭建出一个二级流水线的 CPU，并在上面运行 RISC-V 汇编代码。Project4 会让你使用 OpenMP, SIMD 等方法并行优化矩阵运算，实现一个简易的 Numpy。

总而言之，这是个人上过的最好的计算机体系结构的课程。

课程资源

资源汇总

@PKUFlyingPig 在学习这门课中用到的所有资源和作业实现都汇总在 PKUFlyingPig/CS61C-summer20 - GitHub 中。

CS61C: Great Ideas in Computer Architecture

课程简介

  • 所属大学：UC Berkeley
  • 先修要求：CS61A, CS61B
  • 编程语言：C
  • 课程难度：🌟🌟🌟🌟
  • 预计学时：100 小时

伯克利 CS61 系列的最后一门课程，深入计算机的硬件细节，带领学生逐步理解 C 语言是如何一步步转化为 RISC-V 汇编并在 CPU 上执行的。和 Nand2Tetris 不同，这门课 在难度和深度上都会提高很多，具体会涉及到流水线、Cache、虚存以及并发相关的内容。

这门课的 Project 也非常新颖有趣。Project1 会让你用 C 语言写一个小程序，20 年秋季学期是著名的游戏 Game of Life。Project2 会让你用 RISC-V 汇编编写一个神经网络，用来 识别 MNIST 手写数字，非常锻炼你对汇编代码的理解和运用。Project3 中你会用 Logisim 这个数字电路模拟软件搭建出一个二级流水线的 CPU，并在上面运行 RISC-V 汇编代码。Project4 会让你使用 OpenMP, SIMD 等方法并行优化矩阵运算，实现一个简易的 Numpy。

总而言之，这是个人上过的最好的计算机体系结构的课程。

课程资源

资源汇总

@PKUFlyingPig 在学习这门课中用到的所有资源和作业实现都汇总在 PKUFlyingPig/CS61C-summer20 - GitHub 中。

@InsideEmpire 在学习这门课中用到的所有资源和作业实现都汇总在 @InsideEmpire/CS61C-fall20 - GitHub 中。

@RisingUppercut 在学习这门课中用到的所有资源和作业实现都汇总在 @RisingUppercut/CS61C-fall24 - GitHub 中。