google-research / google-research/circuit_training

Connect Circuit Training to open source place and route tooling

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Dominant language
Python
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Description

Might be worth seeing if using the actual wire length from an open source EDA tool improves the agent performance.

https://github.com/The-OpenROAD-Project/OpenROAD/issues/1563

Contributor guide

Open the contributing guide

Research direction

Start by reading the linked OpenROAD issue (#1563) and reviewing the circuit_training repository to find how wire length is currently represented in the agent's objective. Done means determining whether actual wire length from OpenROAD can be integrated and showing whether it improves agent performance.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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