Sanjana7395 / static_quantization
Post-training static quantization using ResNet18 architecture
☆37Updated 4 years ago
Related projects: ⓘ
- PyTorch Static Quantization Example☆39Updated 3 years ago
- PyTorch Quantization Aware Training Example☆119Updated 4 months ago
- A pytorch implementation of dorefa quantization☆112Updated 4 years ago
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆104Updated 2 years ago
- Repository to track the progress in model compression and acceleration☆103Updated 3 years ago
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆157Updated 4 years ago
- Pytorch implementation of channel pruning and AMC☆28Updated 5 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆34Updated 2 years ago
- Batch Normalization Auto-fusion for PyTorch☆32Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆156Updated 4 years ago
- PyTorch Pruning Example☆46Updated last year
- ☆47Updated 4 years ago
- ☆54Updated 3 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆66Updated 2 years ago
- Apply the pruning strategy for MobileNet_v2☆51Updated 5 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆253Updated 2 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆256Updated 11 months ago
- PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet☆46Updated 4 years ago
- ☆66Updated 4 years ago
- FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch☆32Updated 2 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆176Updated 4 years ago
- Try out different pruning-approaches on lightweight Backbones.☆142Updated 4 years ago
- Data Free Quantization for Object Detection☆15Updated 4 years ago
- Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network☆79Updated last year
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆154Updated 2 months ago
- A package to make do Network Slimming a little easier☆47Updated 2 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆304Updated last year
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆47Updated 4 months ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆96Updated 4 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆94Updated 3 years ago