transmuteAI / ChipNetLinks
Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
☆20Updated 2 years ago
Alternatives and similar repositories for ChipNet
Users that are interested in ChipNet are comparing it to the libraries listed below
Sorting:
- 3rd place solution for NeurIPS 2019 MicroNet challenge☆35Updated 5 years ago
- Towards Compact CNNs via Collaborative Compression☆11Updated 3 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆65Updated 3 years ago
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆16Updated 5 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆72Updated 3 years ago
- ☆48Updated 5 years ago
- NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tr…☆26Updated 4 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning☆53Updated 4 years ago
- Eagleeye: fast sub-net evaluation for efficient neural network pruning with Tensorflow keras☆18Updated 4 years ago
- PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet☆47Updated 5 years ago
- ☆46Updated 5 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆35Updated 3 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Updated 3 years ago
- A visualization and transformation of pytorch model☆30Updated 5 years ago
- A PyTorch implementation of SSDLite on COCO☆88Updated 4 years ago
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆29Updated 2 years ago
- [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…☆75Updated 2 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆83Updated 2 years ago
- PyTorch Implementation of AutoPruner☆23Updated 5 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Updated 3 years ago
- Algorithm-hardware Co-design for Deformable Convolution☆24Updated 4 years ago
- A package to make do Network Slimming a little easier☆48Updated 3 years ago
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆22Updated 2 years ago
- A PyTorch Implementation of Feature Boosting and Suppression☆17Updated 4 years ago
- Train neural networks with joint quantization and pruning on both weights and activations using any pytorch modules☆42Updated 2 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆146Updated 4 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆35Updated 3 years ago
- Dynamic Channel Pruning: Feature Boosting and Suppression☆17Updated 6 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆151Updated 4 years ago
- Implementation of knapsack pruning☆27Updated 5 years ago