VLSI CAD Part II: Layout
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284 reviews
284 reviews
Skills you'll gain
- Electronics Engineering
- Calculus
- Computer Engineering
- Electronic Hardware
- Algorithms
- Electrical Engineering
- Computer-Aided Design
- Network Routing
- Engineering Design Process
- Computer Architecture
- Systems Design
- Applied Mathematics
- Electrical and Computer Engineering
- Computational Logic
- Graph Theory
- Application Specific Integrated Circuits
- Hardware Design
- Mathematical Modeling
- Data Structures
Details to know
7 assignments
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There are 6 modules in this course
You should complete the VLSI CAD Part I: Logic course before beginning this course.
A modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation and control, big blocks of memory, embedded blocks of pre-designed functions designed by third parties (called “intellectual property” or IP blocks). How do people manage to design these complicated chips? Answer: a sequence of computer aided design (CAD) tools takes an abstract description of the chip, and refines it step-wise to a final design. This class focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design. Our focus in this part of the course is on the key logical and geometric representations that make it possible to map from logic to layout, and in particular, to place, route, and evaluate the timing of large logic networks. Our goal is for students to understand how the tools themselves work, at the level of their fundamental algorithms and data structures. Topics covered will include: technology mapping, timing analysis, and ASIC placement and routing. Recommended Background: Programming experience (C, C++, Java, Python, etc.) and basic knowledge of data structures and algorithms (especially recursive algorithms). An understanding of basic digital design: Boolean algebra, Kmaps, gates and flip flops, finite state machine design. Linear algebra and calculus at the level of a junior or senior in engineering. Elementary knowledge of RC linear circuits (at the level of an introductory physics class).
In this module you will become familiar with the course and our learning environment. The orientation will also help you obtain the technical skills required for the course.
What's included
2 videos2 readings1 assignment1 plugin
2 videos•Total 23 minutes
- Welcome and Introduction•19 minutes
- Two Tools Tutorial•4 minutes
2 readings•Total 20 minutes
- Syllabus•10 minutes
- Tools For This Course•10 minutes
1 assignment•Total 5 minutes
- Demographics Survey•5 minutes
1 plugin•Total 15 minutes
- Welcome! Please tell us about yourself.•15 minutes
In this second part of our course, we will talk about geometry. We will begin with an overview of the ASIC layout process, and discuss the role of technology libraries, tech mapping (a topic we delay until the following week, to let those who want to do the Placer programming assignment have more time), and placement and routing. In this set of lectures, we focus on the placement process itself: you have a million gates from the result of synthesis and map, so, where do they go? This process is called “placement”, and we describe an iterative method, and a mathematical optimization method, that can each do very large placement tasks.
What's included
9 videos2 readings
9 videos•Total 163 minutes
- Basics•17 minutes
- Wirelength Estimation•15 minutes
- Simple Iterative Improvement Placement•12 minutes
- Iterative Improvement with Hill Climbing•15 minutes
- Simulated Annealing Placement•27 minutes
- Analytical Placement: Quadratic Wirelength Model•15 minutes
- Analytical Placement: Quadratic Placement•27 minutes
- Analytical Placement: Recursive Partitioning•18 minutes
- Analytical Placement: Recursive Partitioning Example•16 minutes
2 readings•Total 20 minutes
- Week 1 Overview•10 minutes
- Week 1 Assignments•10 minutes
Technology Mapping! We omitted one critical step between logic and layout, the process of translating the output of synthesis -- which is NOT real gates in your technology library -- into real logic gates. The Tech Mapper performs this important step, and it is a surprisingly elegant algorithm involving recursive covering of a tree. Another place where knowing some practical computer science comes to the rescue in VLSI CAD.
What's included
6 videos2 readings1 assignment1 programming assignment
6 videos•Total 102 minutes
- Technology Mapping Basics•19 minutes
- Technology Mapping as Tree Covering•30 minutes
- Technology Mapping—Tree-ifying the Netlist•14 minutes
- Technology Mapping—Recursive Matching•9 minutes
- Technology Mapping—Minimum Cost Covering•16 minutes
- Technology Mapping—Detailed Covering Example•14 minutes
2 readings•Total 20 minutes
- Week 2 Overview•10 minutes
- Week 2 Assignments•10 minutes
1 assignment•Total 60 minutes
- Problem Set #1•60 minutes
1 programming assignment•Total 180 minutes
- Programming Assignment #3: Placer•180 minutes
Routing! You put a few million gates on the surface of the chip in some sensible way. What's next? Create the wires to connect them. We focus on Maze Routing, which is a classical and powerful technique with the virtue that one can "add" much sophisticated functionality on top of a rather simple core algorithm. This is also the topic for final (optional) programming assignment. Yes, if you choose, you get to route pieces of the industrial benchmarks we had you place in the placer software assignment.
What's included
9 videos2 readings1 assignment
9 videos•Total 145 minutes
- Routing Basics•17 minutes
- Maze Routing: 2-Point Nets in 1 Layer•17 minutes
- Maze Routing: Multi-Point Nets•12 minutes
- Maze Routing: Multi-Layer Routing•12 minutes
- Maze Routing: Non-Uniform Grid Costs•15 minutes
- Implementation Mechanics: How Expansion Works•24 minutes
- Implementation Mechanics: Data Structures & Constraints•18 minutes
- Implementation Mechanics: Depth First Search•14 minutes
- From Detailed Routing to Global Routing•16 minutes
2 readings•Total 20 minutes
- Week 3 Overview•10 minutes
- Week 3 Assignments•10 minutes
1 assignment•Total 60 minutes
- Problem Set #2•60 minutes
You synthesized it. You mapped it. You placed it. You routed it. Now what? HOW FAST DOES IT GO? Oh, we need some new models, to talk about how TIMING works. Delay through logic gates and big networks of gates. New numbers to understand: ATs, RATs, SLACKS, etc. And some electrical details (minimal) to figure out how delays happen through the physical geometry of physical routed wires. All together this is the stuff of Static Timing Analysis (STA), which is a huge and important final "sign off" step in real ASIC design.
What's included
8 videos2 readings1 assignment1 programming assignment
8 videos•Total 148 minutes
- Basics•7 minutes
- Logic-Level Timing: Basic Assumptions & Models•31 minutes
- Logic-Level Timing: STA Delay Graph, ATs, RATs, and Slacks•28 minutes
- Logic-Level Timing: A Detailed Example and the Role of Slack•10 minutes
- Logic-Level Timing: Computing ATs, RATs, Slacks, and Worst Paths•27 minutes
- Interconnect Timing: Electrical Models of Wire Delay•16 minutes
- Interconnect Timing: The Elmore Delay Model•14 minutes
- Interconnect Timing: Elmore Delay Examples•15 minutes
2 readings•Total 20 minutes
- Week 4 Overview•10 minutes
- Week 4 Assignments•10 minutes
1 assignment•Total 60 minutes
- Problem Set #3•60 minutes
1 programming assignment•Total 180 minutes
- Programming Assignment #4: Router•180 minutes
There is no new content this week. Instead, you should focus on finishing the last problem set and completing the Final Exam.
What's included
3 assignments1 plugin
3 assignments•Total 185 minutes
- Problem Set #4•60 minutes
- Final Exam•120 minutes
- End of Course Survey•5 minutes
1 plugin•Total 15 minutes
- How was the course?•15 minutes
Instructor
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Reviewed on Sep 10, 2023
Excellent course. Learn really a lot. Instructor is sea of knowledge. Loved it :)
Reviewed on Apr 23, 2020
Nicely explained and well structured course and the best part of the course is the way of teaching and assignment ..Keep learning and keep growing..
Reviewed on Sep 22, 2019
An awesome course which I can put to great use in my academic life.
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