EnyAC (@enyac-group)
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Top repositories

1

single-path-nas

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
Python
395
star
2

LeGR

CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"
Python
113
star
3

supmae

This is a offical PyTorch/GPU implementation of SupMAE.
Jupyter Notebook
76
star
4

Renofeation

Python
19
star
5

NeuralPower

The code for paper: Neuralpower: Predict and deploy energy-efficient convolutional neural networks
Python
19
star
6

MaxEVA

MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine (accepted as full paper at FPT'23)
C++
14
star
7

Joslim

Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"
Python
12
star
8

evol-q

Quantization in the Jagged Loss Landscape of Vision Transformers
Python
10
star
9

T-VSL

Python
6
star
10

hyperpower

Hardware-aware Neural Network (Keras+TensorFlow) Hyper-parameter Optimization (Bayesian optimization)
Python
6
star
11

Label-Granularity

Understanding the Impact of Label Granularity on CNN-based Image Classification
Jupyter Notebook
5
star
12

VirtualPooling

C++
4
star
13

AdaScale

code for AdaScale MLSys'19 https://proceedings.mlsys.org/book/275.pdf
Python
4
star
14

cmu-enyac.github.io

HTML
3
star
15

MA-AVT

Python
2
star
16

SSVOD

2
star
17

PareCO

The repository for PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
Python
1
star
18

DistributionLoss

Source code for paper "Regularizing Activation Distribution for Training Binarized Deep Networks"
1
star