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single-path-nas
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 HoursLeGR
CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"supmae
This is a offical PyTorch/GPU implementation of SupMAE.Renofeation
NeuralPower
The code for paper: Neuralpower: Predict and deploy energy-efficient convolutional neural networksMaxEVA
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine (accepted as full paper at FPT'23)Joslim
Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"evol-q
Quantization in the Jagged Loss Landscape of Vision TransformersT-VSL
hyperpower
Hardware-aware Neural Network (Keras+TensorFlow) Hyper-parameter Optimization (Bayesian optimization)Label-Granularity
Understanding the Impact of Label Granularity on CNN-based Image ClassificationVirtualPooling
AdaScale
code for AdaScale MLSys'19 https://proceedings.mlsys.org/book/275.pdfcmu-enyac.github.io
MA-AVT
SSVOD
PareCO
The repository for PareCO: Pareto-aware Channel Optimization for Slimmable Neural NetworksLove Open Source and this site? Check out how you can help us