版本 0d6563a93c730d30ceabd09b6acda36c1e97658c

Computer Architecture

Instructor: Jim Huang (黃敬群) <jserv.tw@gmail.com>
Facebook Group: https://www.facebook.com/groups/system.software2024/
Policy
- Follow the classes: CS 61C at UC Berkeley, CMU 18-447: Introduction to Computer Architecture
Course grading
- Quiz (30%), Homework (30%), Final/Term Project (40%)
Schedule is tentative and subject to change!

Computer Architecture (Fall 2024)

Week 1 (Sep 10): Introduction
- Announcement
  - Despite September 17th being a national holiday for Mid-Autumn Festival, our class will continue as scheduled. The session will be conducted via YouTube, and students are required to complete an online quiz. For information on how to participate and access the remote class, please refer to this website.
- Course Introduction
- David Patterson: A New Golden Age for Computer Architecture: History, Challenges and Opportunities / video
  - Article, note
- David Patterson: From Mainframe CPUs to Neural-Network TPUs and Open RISC-V / video
- Great Ideas in Computer Architecture, Intro / video
- Number Representation / video
- Understanding Floating Point Struggles / Floating Point (video)
- C Memory Management / video
Week 2 (Sep 17): Quiz + RISC-V / online via YouTube
- Announcement
  - There is an online quiz from 10:50 AM to 11:59 AM.
  - The first assignment, consisting of RISC-V assembly programming, will be given next week.
- Quiz1: C programming, bit-wise operations, number representation, floating-point / Solutions
- RISC-V Instructions
Week 3 (Sep 24): RISC-V
- Announcement:
  - Quiz2 is scheduled on Sep 26
    - 2022 Quiz2: RISC-V assembly and C programming / solution
    - 2021 Quiz2: RISC-V assembly and C programming / solution
  - Homework 1 is out.
  - Code Review for Homework 1 on Oct 3
- Apple A17 Pro
  - 19 billion transistors compared to 16 billion on the A16. further reading
  - graphics benchmark
  - ARM1 (1985) vs. Apple M1 Max (2021)
  - Apple Announces M1 Pro & M1 Max: Giant New Arm SoCs with All-Out Performance
- RISC-V Summit China 2023 / slides
- Intro to Assembly Language and RISC-V / video
  - RISC-V Assembly Programmer’s Manual
  - The RISC-V Instruction Set Manual: Volume I: Unprivileged ISA
- RISC-V Data Transfer / video
- RISC-V Decision Making
- Functions Calls with RISC-V / video
- Lab0: Web-based Emulators
- Lab1: RV32I Assembly
- Assignment: Homework1: RISC-V Assembly and Instruction Pipeline (Due: Oct 10, 2023)
Week 4 (Oct 1): Quiz + RISC-V
- Errata
  - 2023 Quiz1: Additional x += (x >> 32) statement in Problem A
- Quiz2: RISC-V assembly and C programming / solution
- Fixed-point Arithmetic
- NASA, Microchip, SiFive Announces Partnership for RISC-V Spaceflight Computing Platform
- ST, CAES team on octacore RISC-V space chip with selectable cores
- Calling Convention for RISC-V / video
- CALL = Compiling, Assembling, Linking, and Loading / video
Week 5 (Oct 8): Code Review + RISC-V Instruction Format + GNU Toolchain
- Announcement
  - Homework2: RISC-V Toolchain is out.
- Code Review on Homework1: RISC-V Assembly and Instruction Pipeline
- Lab2: RISC-V RV32I[MACF] emulator with ELF support
- Assignment: Homework2: RISC-V Toolchain (Due: Oct 31)
- RISC-V Instruction Formats Part I / Part II / video
Week 6 (Oct 15): National Day | make up a lesson on Oct 12 night via YouTube
- Announcement:
  - Given the consistent progress of the lecture, we will schedule a makeup lesson for 19:30 on October 12th via YouTube.
  - Homework2: RISC-V Toolchain is out. (Due: Oct 31)
- RISC-V Instruction Formats Part I / Part II / video
  - online tool for RISC-V Instruction Encoder/Decoder / source code
- Further reading FPGA design for Software Engineers
Week 7 (Oct 22): Digital Systems
- Announcement:
  - Quiz 3 is scheduled for Oct 24 and will cover RISC-V assembly programming, software optimizations, instruction encoding, sequential logic, and combinational logic.
    - 2020-Quiz3 / solution
    - 2021-Quiz3 / solution
    - 2021-Quiz4 / solution
    - 2022-Quiz3 / solution
  - Code Review for Homework 2 is scheduled for Oct 24.
- Binary marble adding machine / video
  - Yes, you can implement a few logic-like elements without electricity.
  - Logic gates are primarily implemented using diodes or transistors acting as electronic switches, but can also be constructed using vacuum tubes, electromagnetic relays (relay logic), fluidic logic, pneumatic logic, optics, molecules, or even mechanical elements. Now, most logic gates are made from MOSFETs (metal–oxide–semiconductor field-effect transistors).
- nand2tetris
- Synchronous Digital Systems (SDS), Boolean Algebra / video
  - sequential logic is a type of logic circuit whose output depends on the present value of its input signals and on the sequence of past inputs, the input history.
- State, Combinational Logic / video
Week 8 (Oct 29): Quiz + Datapath and Control
- Quiz3: RISC-V programming and instruction encoding + Digital systems / solution
- RISC-V CPU Datapath / video
Week 9 (Nov 5): Datapath and Control + Pipeline
- Announcement:
  - New quiz is scheduled on Nov 14.
  - Code Review for Homework 2 is scheduled on N14.
- video: Are Computers Still Getting Faster?
- video: Circuits recap
- Constructing Hardware in a Scala Embedded Language (Chisel) is an open-source hardware description language (HDL) used to describe digital electronics and circuits at the register-transfer level that facilitates advanced circuit generation and design reuse for both ASIC and FPGA digital logic designs.
  - slides
  - Finite impulse response (FIR)
  - Learn Chisel online!
    - Please run the cell blocks by either pressing SHIFT+ENTER on your keyboard
- RISC-V CPU Datapath / video
  - slides
- Single-Cycle CPU Control / video
  - slides
- MIT 6.191 L15: Introduction to Pipelining, L16: Processor Pipelining
  - note
Week 10 (Nov 12): Pipelined Processors
- Announcement:
  - Homework3 is out.
  - Next week, we will continue reviewing all the assignments.
  - Quiz4 is scheduled next week.
    - 2020 Quiz4 / solution
    - 2021 Quiz5 / solution / annotated with Ripes
    - 2022 Quiz4 / solution / annotated
- rv32emu development
  - commit c1b8db0 successfully resolved a known issue that was preventing Doom from launching.
  - However, Quake renders incorrectly. (#258)
- 0 to ASIC
- L16: Processor Pipelining, L17: Implementing Pipelining, L18: Implementing Pipelined Processors / note
- RISC-V 5-Stage Pipeline / Hazards / video
- Lab3: Construct a single-cycle CPU with Chisel
- Assignment: Homework3: Single-cycle CPU in Chisel (Due: Dec 1, 2023)
Week 11 (Nov 19): Quiz + Homework Review
- Quiz4: RISC-V programming + datapath + control + pipelined processor / solution
- Homework1, Homework2
- Complex Pipelines, Out-of-Order Issue, Register Renaming
Week 12 (Nov 26): Cache
- Announcement
  - The class scheduled for Nov 28 will be conducted online and will be available via YouTube.
  - Quiz 5 is scheduled on Dec 5
    - 2022-Quiz5 / solution / annotated
    - 2021-Quiz6 / solution / with Ripes simulation
    - 2020-Quiz5 / solution
  - This semester, we will conduct 7 quizzes. Out of these, the best 4 will be selected for grading purposes.
  - The instructor will submit the grades on the school’s designated deadline (Jan 17, 2024) for grade registration. This means that students will have ample time to dedicate to the final project assigned in this course.
- Caches: Direct-mapped, set-associative / video
- Multi-level Caches, Cache Questions / video
- Lab4: Cache
  - Requirements / Reference work
- Recall: The golden age of ever-changing computer architecture
  - The next big tech war front: RISC-V
  - Computing on Andromeda: Chip Company Releases 13.5M Core Supercomputer
  - Designing in 2023: 10 Problems to Solve w/ Jim Keller - Tenstorrent 8-wide Ascalon RISC-V core.
Week13 (Dec 3): Virtual Memory + Operating System + Vector Extension
- Announcement:
  - Term projects will be listed on Dec 5. Term projects of 2022
- Virtual Memory / UCB: Virtual Memory / video
- Operating Systems / video
- Freestanding RISC-V Programs
  - bare metal
- RISC-V Vector extension
Week14 (Dec 10): Quiz + Synchronization
- Announcement:
  - Check the listing of final/term projects and fill in your names.
- Quiz5: pipelined processor + cache + virtual memory / solution
- Virtual Memory / UCB: Virtual Memory / video
- Apple Silicon Guide
- Debunking CISC vs RISC code density
- Synchronization
  - Please check your operating system textbook for such topic.
Week15 (Dec 17): Operating System, Multithreading
- Announcement:
  - Quiz6 is scheduled on Dec 19
    - 2022-Quiz6: pipelined processor + cache + virtual memory / solution
    - 2021-Quiz7 / solution
    - 2021-Quiz6 / solution
    - 2020-Quiz6 / solution
- Synchronization
  - Please check your operating system textbook for such topic.
- Multithreading Issues + Cache Coherency / video
  - Let’s skip OpenMP part
- video: The Future of Operating Systems on RISC-V / transcript
- Multithreaded Application Synchronization Part I / Part II
  - Taken from CSCI 463: Computer Architecture and Systems Organization
  - RISC-V AMOSWAP instruction
  - RISC-V spec references the word ‘hart’ - what does ‘hart’ mean?
Week16 (Dec 24): Quiz + Memory Model, Synchronization, I/O
- Quiz6 / solution
- Memory Model / slides
- Advanced topics on Synchronization - 1
- Advanced topics on Synchronization - 2
- I/O: Devices, Polling, Interrupts / video
  - Traps/Interrupts/Exceptions
  - Trap Handling in 5-Stage Pipeline
Week17 (Dec 31): Modern Processors
- Announcements
  - Due to the instructor’s significant involvement in a confidential project, there has been limited participation in this course. Consequently, the instructor proposes a modification to the course grading structure.
    - The new breakdown will be as follows: Quiz (30%), Homework (30%), Final/Term Project (25%), and an additional “Base” component (15%). This “Base” component ensures that each student’s starting score is at least 15%.
  - Quiz7 is scheduled on Jan 2, 2024
- SSE2NEON v1.7 is out.
- rv32emu introduces tier-1 JIT compiler to accelerate RISC-V simulation.
  - Execute make ENABLE_JIT=1 clean all and then run build/rv32emu build/smolnes.elf to play NES games.
- listing of final/term projects
  - You must provide the materials and demonstrate to the lecturer before Jan 14, 2023.
  - Summarize what you did and send email to <jserv.tw@gmail.com>.
- Modern Processor Architecture
  - Modern Microprocessors: A 90-Minute Guide!
- Introduction to Dynamic Branch Prediction, Advanced Branch Prediction
Week 18 (Jan 7): Modern Processors
- Quiz7 / solution
- Tournament Predictors and Branch Prediction Accuracy
- Project: Analyze and improve srv32
- Hardware Based Speculation
  - Speculative Processor Vulnerability
  - Spectre-BHB
- Case study: SoomRV - simple superscalar out-of-order RISC-V core. It can execute up to 4 instructions per cycle and is able to boot Linux.
- RISC vs. CISC by John Mashey, one of the founders of the Standard Performance Evaluation Corporation (SPEC) benchmarking group.
  - HackerNews