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README.md

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# DPP Benchmark
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[![Streamlit App](https://static.streamlit.io/badges/streamlit_badge_red.svg)](https://dppbench.streamlit.app/)![example workflow](https://github.com/kaist-silab/DPPBench/actions/workflows/pytest.yml/badge.svg) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)[![python_sup](https://img.shields.io/badge/python-3.7+-blue.svg?)](https://www.python.org/downloads/release/python-370/)
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<img src="pages/assets/objective.png" width="500"/>
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This repository contains the benchmark for the decoupling capacitor placement problem (DPP) and the accompanying paper "DevFormer: A Symmetric Transformer for Context-Aware Device Placement". The benchmark is designed to evaluate the performance of the proposed DevFormer architecture and to facilitate future research in hardware design optimization.
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## Setup
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### Clone repository
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First, download the [repository on Anonymous Github](https://anonymous.4open.science/r/DPPBench) by running this on a terminal:
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```bash
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curl -sSL https://anonymous.4open.science/r/DPPBench/download_anonymous_github.py | python3 -
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```
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or use the [downloader script](https://anonymous.4open.science/r/DPPBench/download_anonymous_github.py) and run it with your favorite Python interpreter. Note that we use the above since Anonymous Github is currently not providing a way to download the repository as a zip file.
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### Install dependencies
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```bash
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# Clone the repository and cd into it

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