ucbdrive / skipnet
Code for SkipNet: Learning Dynamic Routing in Convolutional Networks (ECCV 2018)
☆239Updated 5 years ago
Alternatives and similar repositories for skipnet:
Users that are interested in skipnet are comparing it to the libraries listed below
- PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs☆185Updated 6 years ago
- BlockDrop: Dynamic Inference Paths in Residual Networks☆142Updated 2 years ago
- MSDNet☆190Updated 3 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 4 years ago
- ☆213Updated 6 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Updated 5 years ago
- Tools for computing model parameters and FLOPs.☆86Updated 6 years ago
- Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）☆462Updated 5 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆271Updated 6 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆316Updated 2 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆238Updated 3 years ago
- ☆165Updated last year
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆331Updated 5 months ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆166Updated 3 years ago
- Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"☆196Updated 4 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆141Updated 3 years ago
- NAS-Bench-201 API and Instruction☆627Updated 4 years ago
- ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch☆139Updated 10 months ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 5 years ago
- Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression☆47Updated last year
- Pytorch implementation of SNAS☆75Updated 6 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆316Updated 5 years ago
- Neural architecture search(NAS)☆14Updated 5 years ago
- a list of awesome papers on deep model ompression and acceleration☆350Updated 3 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆222Updated 4 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Updated 4 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆108Updated 4 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆362Updated 4 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆113Updated 6 years ago