kypeng/MaskTransPlace
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
14 Commits 1 Branch 0 Tags 118 MiB
Python 99.8%
TeX 0.2%
44fa7beb5c
Go to file
anonymous-reposi 44fa7beb5c add code
2022-05-21 17:13:23 +08:00
imgs add img wire 2022-05-21 13:42:38 +08:00
maskplace add code 2022-05-21 17:13:23 +08:00
_config.yml Update _config.yml 2022-05-20 23:29:26 +08:00
README.md update data 2022-05-21 13:57:12 +08:00

README.md

MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning

A new chip placement method based on visual representation learning.

The placement process animation

Benchmark: Bigblue3

Placement Pos Mask t Wire Mask t
View Mask Pos Mask t+1 Wire Mask t+1

Full Benchmark demonstration

Benchmark DREAMPlace Graph DeepPR MaskPlace
adaptec1
HPWL (105) 17.94 26.05 21.36 6.57
Wirel (105) 19.24 28.54 25.64 7.36
adaptec2
HPWL (105) 135.32 359.35 197.13 79.98
Wirel (105) 140.91 381.64 205.78 83.59
adaptec3
HPWL (105) 112.28 392.66 340.29 79.33
Wirel (105) 119.23 409.37 372.02 85.28
adaptec4
HPWL (105) 37.77 152.89 243.12 75.75
Wirel (105) 47.90 179.43 290.14 88.87
bigblue1
HPWL (105) 2.50 8.32 20.49 2.42
Wirel (105) 3.41 10.00 25.68 3.14
bigblue3
HPWL (105) 104.05 345.49 439.09 82.61
Wirel (105) 107.58 373.33 517.86 88.51
ariane
HPWL (105) 20.30 16.83 51.43 14.86
Wirel (105) 21.72 18.48 55.85 15.80