ZJCV / SSL
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
☆18Updated 3 years ago
Alternatives and similar repositories for SSL:
Users that are interested in SSL are comparing it to the libraries listed below
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆55Updated 5 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 4 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 2 years ago
- Pruning Filters For Efficient ConvNets, PyTorch Implementation.☆30Updated 4 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆149Updated last year
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Updated 3 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆176Updated 2 years ago
- A pytorch implementation of DoReFa-Net☆134Updated 5 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆271Updated 2 months ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆87Updated 2 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆85Updated 5 years ago
- a pytorch implement of mobileNet v2 on cifar10☆62Updated 2 years ago
- Incredible acceleration with pruning or the other compression techniques☆13Updated 3 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆100Updated 5 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆275Updated last year
- Code release for "Adversarial Robustness vs Model Compression, or Both?"☆91Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆260Updated last year
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆143Updated 4 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆106Updated 5 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆256Updated 3 years ago
- ☆47Updated 4 years ago
- PyTorch Implementation of AutoPruner☆22Updated 4 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆121Updated 2 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆49Updated 9 months ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆33Updated 5 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆109Updated last year
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆26Updated 4 years ago
- alibabacloud-quantization-networks☆121Updated 5 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆315Updated 5 years ago