Modern field-programmable gate arrays (FPGAs) contain heterogeneous resources,
including CLB, DSP, BRAM, IO, etc. A Configurable Logic Block (CLB) slice is further …

This paper proposes OpenPARF, an open-source placement and routing framework for
large-scale FPGA designs 1. OpenPARF is implemented with the deep learning toolkit …

With the recent advances in hardware technologies like advanced CPUs and GPUs and the
large availability of open-source libraries, machine learning has penetrated various …

Multi-die FPGAs are crucial components in modern computing systems, particularly for high-
performance applications such as artificial intelligence and data centers. Super long lines …

As field-programmable gate array (FPGA) architectures continue to evolve and become
more complex, the heterogeneity and clock constraints imposed by modern FPGAs have …

The simulated annealing algorithm is an extensively utilized heuristic method for
heterogeneous FPGA placement. As the application of neural network models on FPGAs …

该文提出一个面向大规模可编辑逻辑门阵列(FPGA) 的开源布局布线框架OpenPARF.
该框架基于深度学习工具包PyTorch 实现, 支持GPU 大规模并行计算求解. 在布局算法方面 …

FPGA macro placement plays a pivotal role in routability and timing closer to the modern
FPGA physical design flow. In modern FPGAs, macros could be subject to complex cascade …

When modern FPGA architecture becomes increasingly complicated, modern FPGA
placement is a mixed optimization problem with multiple objectives, including wirelength …

The placement stage of the physical design of very large-scale integrated circuits (VLSI)
specifies the arrangement and order of standard cells and devices within an area, and the …