jnjaby / Model-Compression-AccelerationLinks
Paper list on model compression and acceleration
☆26Updated 6 years ago
Alternatives and similar repositories for Model-Compression-Acceleration
Users that are interested in Model-Compression-Acceleration are comparing it to the libraries listed below
Sorting:
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 7 years ago
- ☆88Updated 7 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 6 years ago
- A Gluon implementation of Mnasnet☆59Updated 6 years ago
- Tensorflow Implementation of ChannelNets (NeurIPS 18)☆76Updated 6 years ago
- This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)☆19Updated 6 years ago
- ☆15Updated 5 years ago
- ☆45Updated 6 years ago
- PyTorch implementation of Group Normalization https://arxiv.org/abs/1803.08494☆11Updated 7 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Updated 6 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Updated 6 years ago
- [ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2☆101Updated 5 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆57Updated 7 years ago
- Some recent Quantizing techniques on PyTorch☆72Updated 6 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Updated 5 years ago
- Implementation of ICLR 2018 paper "Loss-aware Weight Quantization of Deep Networks"☆26Updated 6 years ago
- ☆46Updated 6 years ago
- PyTorch Implementation of 'Deep Networks with Stochastic Depth'☆28Updated 7 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆126Updated 7 years ago
- Two-Step Quantization on AlexNet☆13Updated 7 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Updated 6 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 8 years ago
- Lookahead Optimizer: k steps forward, 1step back for MXNet☆21Updated 5 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆37Updated 3 years ago
- A PyTorch implementation of MNASNET☆47Updated 7 years ago
- Mobilenet model converted from tensorflow☆48Updated 7 years ago
- Improving Object Detection from Scratch via Gated Feature Reuse (BMVC 2019)☆65Updated 5 years ago
- ☆137Updated 7 years ago
- Depth_conv for MobileNet☆30Updated 5 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆14Updated 7 years ago