Lecture 1~2¶
Lec 1 Introduction to HPC¶
Date: 2023/07/03
- Introduction to course
- Scores:
- Class: 10%
- Labs: 65%
- Teamwork: 25%
- Scores:
- Introduction to ZJUSCT
- Basic knowledge of computers:
- System
- Network
Contents in this lecture can be found in FOCS.
Lec 2 Computer Systems¶
Date: 2023/07/04
Based on CMU 15-213 15-418
Contents are:
- ISA x86
- Processor Architecture
- Memory Hierarchy
- Concurrency Basics
- x86 Microarchitecture
- Single Instruction Multiple Data
- Multicore and Multi-socket Memory
Mainly discussed in CSAPP.
这节课的内容其实非常丰富，包括三大课程：计算机体系结构、操作系统、编译原理。本节课只是介绍性质，具体知识需要自己慢慢补充。
Lec 3 HPC Methodology¶
Date: 2023/07/05
Lec 4 Operations on clusters¶
Date: 2023/07/06
Performance¶
CPU: GFlops = (CPU freq, GHz) * (FP ops) * (core number) * (CPU numbers) GPU: GFlops = (boost clock) * (core number)