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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
SSVOD
PareCO
The repository for PareCO: Pareto-aware Channel Optimization for Slimmable Neural NetworksDistributionLoss
Source code for paper "Regularizing Activation Distribution for Training Binarized Deep Networks"Love Open Source and this site? Check out how you can help us