transmuteAI / ChipNet
Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
☆21Updated 2 years ago
Alternatives and similar repositories for ChipNet:
Users that are interested in ChipNet are comparing it to the libraries listed below
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆16Updated 4 years ago
- Arch-Net: Model Distillation for Architecture Agnostic Model Deployment☆22Updated 3 years ago
- A visualization and transformation of pytorch model☆30Updated 5 years ago
- Dynamic Channel Pruning: Feature Boosting and Suppression☆17Updated 6 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Updated 3 years ago
- ☆20Updated 2 years ago
- NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tr…☆26Updated 4 years ago
- Towards Compact CNNs via Collaborative Compression☆11Updated 3 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters☆22Updated 4 years ago
- 3rd place solution for NeurIPS 2019 MicroNet challenge☆35Updated 5 years ago
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆21Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning☆53Updated 4 years ago
- re-implement for paper: SqueezeNext: Hardware-Aware Neural Network Design. (SqueezeNext)☆29Updated 6 years ago
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆22Updated 2 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Updated 3 years ago
- PyTorch implementation of binary neural networks☆44Updated 6 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆29Updated 3 years ago
- GPU implementation of Xnor network on inference level.☆21Updated 4 years ago
- Cyclic Differentiable Architecture Search☆36Updated 3 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆26Updated 4 years ago
- PyTorch implementation of the paper The Lottery Ticket Hypothesis for Object Recognition☆23Updated 4 years ago
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Updated 2 years ago
- ☆17Updated 3 years ago
- Reducing Channel Redundancy in Convolutional Neural Networks by Features Recombining (TIP 2021)☆18Updated 2 years ago
- [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator☆38Updated 2 years ago
- Code for RepNAS☆13Updated 3 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆64Updated 3 years ago
- Advanced optimizer with Gradient-Centralization☆21Updated 4 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Updated last year
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Updated 3 years ago