XinDongol / BENN-PyTorch
Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?
☆31Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for BENN-PyTorch
- Reproduction of WAGE in PyTorch.☆41Updated 6 years ago
- Source code for paper "Regularizing Activation Distribution for Training Binarized Deep Networks"☆31Updated 5 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 4 years ago
- Official PyTorch Implementation of "Learning Architectures for Binary Networks" (ECCV2020)☆26Updated 4 years ago
- Proximal Mean-field for Neural Network Quantization☆22Updated 4 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆28Updated 5 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆56Updated 4 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆57Updated 4 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54Updated 4 years ago
- ☆53Updated 5 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆32Updated 5 years ago
- How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.☆59Updated 3 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆82Updated 5 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆17Updated 5 years ago
- Implementation of BinaryConnect on Pytorch☆36Updated 3 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆36Updated 3 years ago
- ☆13Updated 4 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆73Updated 4 years ago
- ☆38Updated last year
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆31Updated 4 years ago
- DNN quantization with outlier channel splitting☆112Updated 4 years ago
- The code for Joint Neural Architecture Search and Quantization☆13Updated 5 years ago
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆35Updated 4 years ago
- Torch-7 implementation of BinaryDuo (ICLR 2020).☆9Updated 4 years ago
- Post-training sparsity-aware quantization☆33Updated last year
- [ICLR 2021] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vi…☆30Updated 8 months ago
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Updated 3 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆54Updated 6 years ago
- ☆36Updated 5 years ago