Brown University Scale Lab

DRiLLS

DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)

MTLoRA

The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)

OpenPhySyn

EDA physical synthesis optimization kit

BLASYS

An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization

DRUM

The Verilog source code for DRUM approximate multiplier.

PVTsensors

Designs for Process-Voltage-Temperature (PVT) Sensors with MCU

BACS

Benchmarks for Approximate Circuit Synthesis

ABACUS

ABACUS is a tool for approximate logic synthesis

EDAonCloud

Characterizing and Optimizing EDA Flows for the Cloud (DATE'2021 and TCAD)

FCNiris

A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks

MILPTune

Automatic MILP solver configuration by learning problem similarities

ARBench

Benchmark for Mobile Augmented Reality Applications

BitTrain

SEC'21: Sparse Bitmap Compression for Memory-Efficient Training onthe Edge

MetRex

A Benchmark for Verilog Code Metric Reasoning (ASPDAC'25)

AdaMTL

AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning

ASPENN

ChipXplore

Natural Language Exploration of Hardware Designs and Libraries (ICLAD'25) -- Best Paper Award

PoliTune

Official codebase for PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models

OpenROAD

OpenROAD's unified application implementing an RTL-to-GDS Flow

Swin_MTL

Multi-Task learning model based on SWIN Transformer

Alternating-Blind-Identification

DPC

Decentralized Power Capping tool for a cluster of servers.

BeAR-app

Android application for AR benchmarking using MTL models.

image-restoration

Image Restoration Framework

scale-lab.github.io

markdown code for SCALE website

AcidBaseNetworks

Codebase and scripts from our paper: Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling.

AdaCon

Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices

coupled-biofilm-modeling

Coupled Biofilm Modeling

DCNN-Power-Map

torchmsat

Solving MaxSAT using PyTorch