wjc852456 / pytorch-quant
DL quantization for pytorch
☆25Updated 5 years ago
Related projects: ⓘ
- ☆54Updated 3 years ago
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆104Updated 2 years ago
- ☆46Updated 4 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 4 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
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆113Updated 4 years ago
- A pytorch implementation of dorefa quantization☆112Updated 4 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆66Updated 2 years ago
- ☆45Updated 5 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆57Updated 4 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Updated 5 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆175Updated 3 years ago
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆42Updated 6 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆34Updated 2 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 6 years ago
- ☆53Updated 5 years ago
- Tensorflow quantization (float32-->int8) inference test☆74Updated 6 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆32Updated 4 years ago
- Apply the pruning strategy for MobileNet_v2☆51Updated 5 years ago
- ☆36Updated 5 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆47Updated 4 months ago
- alibabacloud-quantization-networks☆121Updated 4 years ago
- ☆36Updated 5 years ago
- Ternay-Weights-Network/Pytorch☆36Updated 6 years ago
- Explained QNNPACK Implementation☆20Updated 4 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆37Updated last year
- ☆66Updated 4 years ago
- A pytorch implementation of DoReFa-Net☆132Updated 4 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Updated 5 years ago