Sanjana7395 / static_quantizationLinks
Post-training static quantization using ResNet18 architecture
☆37Updated 5 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
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆167Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Updated last year
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Updated 2 years ago
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆113Updated 4 years ago
- Python library to work with the Visual Wake Words Dataset.☆38Updated 5 years ago
- This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Appl…☆187Updated 2 years ago
- PyTorch Quantization Aware Training Example☆145Updated last year
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆445Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆279Updated last year
- Try out different pruning-approaches on lightweight Backbones.☆145Updated 5 years ago
- ☆48Updated 5 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆281Updated 11 months ago
- ☆49Updated 3 years ago
- PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by …☆423Updated 5 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Updated 2 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆259Updated 4 years ago
- Quantization of Convolutional Neural networks.☆249Updated last year
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆168Updated 5 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Updated 4 years ago
- papers about model compression☆166Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier☆56Updated 2 years ago
- ☆124Updated 4 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆35Updated 4 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆152Updated 2 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 7 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆398Updated 4 years ago