Sanjana7395 / static_quantizationLinks
Post-training static quantization using ResNet18 architecture
☆37Updated 4 years ago
Alternatives and similar repositories for static_quantization
Users that are interested in static_quantization are comparing it to the libraries listed below
Sorting:
- PyTorch Static Quantization Example☆38Updated 4 years ago
- PyTorch Quantization Aware Training Example☆136Updated last year
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated last year
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆112Updated 3 years ago
- Try out different pruning-approaches on lightweight Backbones.☆145Updated 5 years ago
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆164Updated 5 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- Batch Normalization Auto-fusion for PyTorch☆32Updated 5 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆275Updated 6 months ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆17Updated 4 years ago
- Repository to track the progress in model compression and acceleration☆105Updated 4 years ago
- Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier☆56Updated 2 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆154Updated 11 months ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet☆48Updated 5 years ago
- DL quantization for pytorch☆26Updated 6 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆259Updated 3 years ago
- This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Appl…☆184Updated last year
- PyTorch Pruning Example☆50Updated 2 years ago
- Quantization of Convolutional Neural networks.☆244Updated 10 months ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆308Updated 2 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆158Updated 5 years ago
- ☆47Updated 4 years ago
- Personal Pytorch toy script.☆67Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Updated 4 years ago
- Python library to work with the Visual Wake Words Dataset.☆36Updated 4 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 7 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆161Updated 4 years ago
- Repository containing pruned models and related information☆37Updated 4 years ago
- A package to make do Network Slimming a little easier☆48Updated 3 years ago