lswzjuer / pytorch-quantityLinks
An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
☆32Updated 6 years ago
Alternatives and similar repositories for pytorch-quantity
Users that are interested in pytorch-quantity are comparing it to the libraries listed below
Sorting:
- Personal Pytorch toy script.☆67Updated 2 weeks ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- Explained QNNPACK Implementation☆21Updated 2 months ago
- ☆47Updated 5 years ago
- Batch Normalization Auto-fusion for PyTorch☆32Updated 5 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Updated 2 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆113Updated 4 years ago
- alibabacloud-quantization-networks☆122Updated 6 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆40Updated 2 years ago
- ☆57Updated 4 years ago
- PyTorch Quantization Aware Training Example☆146Updated last year
- Apply the pruning strategy for MobileNet_v2☆52Updated 6 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Updated 4 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆129Updated 5 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆186Updated 4 years ago
- ☆48Updated 5 years ago
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆41Updated 7 years ago
- Some recent Quantizing techniques on PyTorch☆72Updated 6 years ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆56Updated 6 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Updated 6 years ago
- quantize aware training package for NCNN on pytorch☆69Updated 4 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆181Updated 5 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆159Updated 5 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆35Updated 2 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆35Updated 4 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Updated 3 years ago