Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Painting on Placement: Forecasting Routing Congestion using Conditional
  Generative Adversarial Nets   Physical design process commonly consumes hours to days for large designs,
and routing is known as the most critical step. Demands for accurate routing
quality prediction raise to a new level to accelerate hardware innovation with
advanced technology nodes. This work presents an approach that forecasts the
density of all routing channels over the entire floorplan, with features
collected up to placement, using conditional GANs. Specifically, forecasting
the routing congestion is constructed as an image translation (colorization)
problem. The proposed approach is applied to a) placement exploration for
minimum congestion, b) constrained placement exploration and c) forecasting
congestion in real-time during incremental placement, using eight designs
targeting a fixed FPGA architecture.

24
The categories of this paper are: dg-ga
5
The categories of this paper are: gr-qc
35
The categories of this paper are: mtrl-th
20
The categories of this paper are: acc-phys
21
The categories of this paper are: adap-org
3
The categories of this paper are: physics
26
The categories of this paper are: bayes-an
33
The categories of this paper are: plasm-ph
7
The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
37
The categories of this paper are: supr-con
34
The categories of this paper are: chem-ph
23
The categories of this paper are: solv-int
16
The categories of this paper are: stat
14
The categories of this paper are: math-ph
32
The categories of this paper are: atom-ph