Table of Contents
This assignment was developed by Professor Jason Anderson (University of Toronto). I have modified it slightly for our class.
You are to write an implementation of a basic analytical placer (AP), with overlap removal (spreading). The goal will be to come up with an implementation that achieves a good cost, based on the sum of half-perimeter wire length (HPWL) of all nets. As described in class, you will formulate the placement problem mathematically as a system of linear equations to be solved. You will use an existing package (UMFPACK) to solve the linear system.
You will need these system packages:
sudo apt install libx11-dev libumfpack5 libsuitesparse-dev
The starter code sets up basic classes to keep track of Blocks, Nets, and graphics. You will only need to implement the actual placer code.
- placer_main.cpp: The main executable. This takes a command-line argument, the path to the circuit file.
- Design.cpp/.h: A class containing all blocks and nets in the design. You are already provided with functions to get the current half-perimter wire length (
getHPWL()), as well as several helper functions.
- Block.cpp/.h: A clas representing a block that needs to be placed. Blocks contain an x,y location, a list of connected
Nets, as well as a
imaginaryproperty is included in case you want to create fake blocks for spreading purposes. Imaginary blocks won’t be drawn, and won’t affect the HPWL.
- Net.cpp/.h: A class representing a single net in the design, containing a list of all Blocks that are part of the Net.
- Drawer.cpp/.h: A class responsible for drawing the chip and block placement.
- APEdge.cpp/.h: A class that you can use to keep track of edges (springs) for the analyical placement formulation.
- circuits/: Contains a folder of test circuits.
UMFPACK is a tool for working with sparse matrices. You should familiarize yourself with compressed column storage, which you can read about here. A sample cpp program for working with UMFPACK can also be found on that page (https://people.math.sc.edu/Burkardt/cpp_src/umfpack/umfpack_simple.cpp).
Input Circuit File
The netlist file input format has two sections. The two sections are separated from one another by a -1 appearing by itself on a line. The first section specifies the blocks to be placed and the connectivity between them. Each line has the following form:
blocknum netnum_1 netnum_2 netnum_3 ... netnum_n -1
Where blocknum is a positive integer giving the number of the cell, and the netnum_i are the numbers of the nets that are attached to that block. Every block that has the same netnum_i on its description line is attached. Note that each block may have a different number of nets attached to it. Each line is terminated by a -1.
Example input file:
1 2 3 4 -1 2 5 4 -1 3 5 6 2 -1 4 6 3 -1 -1 1 50 0 4 0 50 -1
In this example, block 1 is connected to nets 2, 3 and 4. Note that each net may be connected to more than two blocks (that is, there are multi-fanout nets). Also note that net numbers are not related to block numbers.
As discussed in class, the AP formulation requires there to be a set of pre-placed (fixed) objects, normally I/Os. The second section of the netlist file specifies the placement of fixed objects. It has the following form:
blocknum x_position y_position
In the above example, block 1 is pre-placed at the position with x = 50, y = 0. The list of fixed blocks is terminated by a -1 by itself on a line.
Formulate and solve the analytical placement problem assuming the clique net model (Remember, in the clique model, each edge in the complete graph has weight of 2/p). Do not do any overlap removal in this step.
Implement some form of overlap removal to legalize the placement. We will discuss different approaches in class.
The code will evaluate your overlap by splitting the chip into a 10x10 grid, and then checking how many blocks are assigned to each grid location. Any blocks in excess of 2 per grid location will be added to the Overlap Cost. Try to spread cct3 to obtain an overlap score of <= 15.
Explore some form of optimization to improve the quality of your result.
Report and Submission
- A table indicating initial HPWL, final HPWL and final Overlap Cost for each circuit.
- A description of your spreading algorithm.
- A description of any optimizations you performed.