pytorch-pruning
Pruning tool
This project provides a PyTorch implementation of pruning techniques to reduce the computational resources required for neural network inference.
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
877 stars
22 watching
202 forks
Language: Python
last commit: over 5 years ago deep-learningpruningpytorch
Related projects:
Repository | Description | Stars |
---|---|---|
alecwangcq/eigendamage-pytorch | A deep learning project implementing structured pruning algorithms in PyTorch for efficient neural network training and inference. | 112 |
pytorch/tnt | A collection of tools and utilities for building and training neural networks with PyTorch. | 1,669 |
graal-research/poutyne | A PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities | 572 |
zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
4uiiurz1/pytorch-res2net | Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. | 112 |
prabhuomkar/pytorch-cpp | A C++ implementation of PyTorch tutorials | 1,978 |
zsef123/efficientnets-pytorch | A PyTorch implementation of EfficientNet for computer vision tasks | 309 |
kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
akanimax/pro_gan_pytorch | Implementation of a deep learning model for generating high-quality images with improved stability and variation. | 538 |
eduardoleao052/js-pytorch | A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. | 1,093 |
randl/shufflenetv2-pytorch | An implementation of a lightweight convolutional neural network architecture for mobile devices | 191 |
thuyngch/human-segmentation-pytorch | An open source implementation of deep learning-based human segmentation models using PyTorch | 558 |
ptrblck/prog_gans_pytorch_inference | Reproducible PyTorch inference of the Progressive Growing of GANs model using CelebA training snapshot | 322 |
jhjacobsen/pytorch-i-revnet | Deep invertible neural network implementation using PyTorch for image recognition and reconstruction tasks. | 390 |
andrewliao11/dni.pytorch | An implementation of synthetic gradients to decouple neural network layers and enable scalable communication between them | 119 |