Brown University Scale Lab

All

32 repositories

scale-lab.github.io
Public
markdown code for SCALE website
jekyll markdown website
HTML
•0•0•0•0•Updated Oct 25, 2024Oct 25, 2024
MixPrecisionCost
Public
Python
•
MIT License
•0•0•0•0•Updated Oct 10, 2024Oct 10, 2024
multi-task-quantization
Public
Python
•
MIT License
•0•0•0•0•Updated Sep 9, 2024Sep 9, 2024
PoliTune
Public
Official codebase for PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models
political-bias llm
Python
•
MIT License
•0•2•0•0•Updated Jul 29, 2024Jul 29, 2024
MTLoRA
Public
The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning
Python
•
MIT License
•0•34•1•0•Updated Jul 28, 2024Jul 28, 2024
Swin_MTL
Public
Multi-Task learning model based on SWIN Transformer
Python
•
MIT License
•0•0•0•0•Updated May 15, 2024May 15, 2024
AdaMTL
Public
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning
Python
•
MIT License
•1•4•0•0•Updated Mar 12, 2024Mar 12, 2024
image-restoration
Public
Image Restoration Framework
Python
•
Apache License 2.0
•0•0•0•0•Updated Dec 14, 2023Dec 14, 2023
BLASYS
Public
An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization
approximate-computing verilog logic-synthesis approximate-circuits
Verilog
•
BSD 3-Clause "New" or "Revised" License
•14•27•0•0•Updated Nov 13, 2023Nov 13, 2023
OpenPhySyn
Public
EDA physical synthesis optimization kit
optimization logic-synthesis physical-design physical-synthesis
Verilog
•
BSD 3-Clause "New" or "Revised" License
•10•49•1•0•Updated Nov 13, 2023Nov 13, 2023
AcidBaseNetworks
Public
Codebase and scripts from our paper: Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling.
Python
•
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Nov 12, 2023Nov 12, 2023
MILPTune
Public
Automatic MILP solver conﬁguration by learning problem similarities
deep-learning solver pytorch metric-learning mixed-integer-programming similarity-learning pytorch-geometric pytorch-metric-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•0•3•0•9•Updated Aug 25, 2023Aug 25, 2023
DRiLLS
Public
DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)
machine-learning abc drills logic-synthesis aspdac reinforcement-learning deep-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•33•102•3•0•Updated May 18, 2023May 18, 2023
DRUM
Public
The Verilog source code for DRUM approximate multiplier.
verilog logic-synthesis approximate-computing approximate-circuits multiplier
Verilog
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Other
•10•28•1•1•Updated May 4, 2023May 4, 2023
ARBench
Public
Benchmark for Mobile Augmented Reality Applications
Java
•1•5•0•0•Updated Apr 18, 2023Apr 18, 2023
AdaCon
Public
Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices
Python
•
GNU General Public License v3.0
•0•0•0•0•Updated Apr 7, 2023Apr 7, 2023
DCNN-Power-Map
Public
Python
•0•0•0•0•Updated Jun 15, 2022Jun 15, 2022
coupled-biofilm-modeling
Public
Coupled Biofilm Modeling
Python
•0•0•0•0•Updated Apr 28, 2022Apr 28, 2022
Alternating-Blind-Identification
Public
MATLAB
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Other
•0•1•0•0•Updated Feb 28, 2022Feb 28, 2022
EDAonCloud
Public
Characterizing and Optimizing EDA Flows for the Cloud (DATE'2021 and TCAD)
cloud-computing electronic-design-automation graph-neural-networks deep-learning optimization
Python
•
BSD 3-Clause "New" or "Revised" License
•6•8•0•0•Updated Nov 2, 2021Nov 2, 2021
BitTrain
Public
SEC'21: Sparse Bitmap Compression for Memory-Efficient Training onthe Edge
Python
•
BSD 3-Clause "New" or "Revised" License
•0•6•0•0•Updated Oct 28, 2021Oct 28, 2021
ASPENN
Public
MATLAB
•0•2•0•0•Updated Mar 31, 2021Mar 31, 2021
OpenROAD
Public
OpenROAD's unified application implementing an RTL-to-GDS Flow
Verilog
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Other
•556•2•0•0•Updated Oct 5, 2020Oct 5, 2020
BACS
Public
Benchmarks for Approximate Circuit Synthesis
verilog benchmarks logic-synthesis approximate-circuits
Verilog
•8•13•0•0•Updated Aug 2, 2020Aug 2, 2020
ABACUS
Public
ABACUS is a tool for approximate logic synthesis
logic-synthesis approximate-computing approximate-circuits verilog synthesis
C
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Other
•5•13•1•0•Updated Jul 13, 2020Jul 13, 2020
DPC
Public
Decentralized Power Capping tool for a cluster of servers.
distributed-computing power-management cluster-management
C
•0•1•0•0•Updated Jun 19, 2020Jun 19, 2020
FCNiris
Public
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks
fully-convolutional-networks iris-recognition
MATLAB
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BSD 3-Clause "New" or "Revised" License
•7•8•2•0•Updated Jun 18, 2020Jun 18, 2020
PVTsensors
Public
Designs for Process-Voltage-Temperature (PVT) Sensors with MCU
microcontroller pvt sensor-designs electronics-resurgence-initiative
C
•
Apache License 2.0
•4•21•0•0•Updated May 8, 2020May 8, 2020
CAB
Public
CAB: power-Capping aware resource manager for Approximate Big data processing
big-data power-management hadoop
Java
•0•0•0•0•Updated Mar 12, 2018Mar 12, 2018
BPI
Public
Blind Power Identification (DATE 2017 and Sensors 2018)
power-analysis thermal-analysis temperature identification measurements
MATLAB
•4•0•0•0•Updated Dec 31, 2017Dec 31, 2017