A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
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Updated
Jun 10, 2024 - Python
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture
Nix derivations for EDA tools
Large Language Models as Hyper-Heuristics for Combinatorial Optimization (CO)
This is work-in-progress (WIP) refactored implementation of "Retreival-guided Reinforcement Learning for Boolean Circuit Minimization" work published in ICLR 2024.
Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits
A standalone structural (gate-level) verilog parser
Entries for the 2023 5th National College Student Integrated Circuit EDA Elite Challenge. SoC chip physical layout static IR drop prediction project based on methods such as image processing and NLP unsupervised learning.
RL_PCB is a novel learning-based method for optimising the placement of circuit components on a Printed Circuit Board (PCB).
A flexible framework for analyzing and transforming FPGA netlists. Official repository.
AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP (Full Paper accepted to ICCAD2023)!
the awesome work, project and lab of EDA (Electronic Design Automation). continue update...
FAN (fan-out-oriented) ATPG (Automatic Test Pattern Generation) and Fault Simulation command line tool
TMR utilities for the SpyDrNet project
This is a deep-learning based model for Electronic Design Automation(EDA), predicting the IR drop location on the chip.
This is a deep-learning based model for Electronic Design Automation(EDA), predicting the congestion location.
This is a deep-learning based model for Electronic Design Automation(EDA), predicting the Design Rule Check (DRC) violation location.
A High-performance Timing Analysis Tool for VLSI Systems
Flora is an new GNN-based Open Source tool can apply to Dreamplace post-processing, so that can achieve faster and more accurate layout design.
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