dni-pytorch
Message passing abstraction
Decoupled Neural Interfaces using Synthetic Gradients for PyTorch
Decoupled Neural Interfaces using Synthetic Gradients for PyTorch
236 stars
10 watching
38 forks
Language: Python
last commit: almost 7 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 andrewliao11/dni.pytorch | An implementation of synthetic gradients to decouple neural network layers and enable scalable communication between them | 119 |
 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 |
 4uiiurz1/pytorch-res2net | Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. | 112 |
 zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
 zsef123/efficientnets-pytorch | A PyTorch implementation of EfficientNet for computer vision tasks | 309 |
 utkuozbulak/pytorch-cnn-adversarial-attacks | PyTorch implementation of various Convolutional Neural Network adversarial attack techniques | 354 |
 kaixhin/grokking-pytorch | An introduction to using PyTorch for deep learning tasks | 1,194 |
 jacobgil/pytorch-pruning | This project provides a PyTorch implementation of pruning techniques to reduce the computational resources required for neural network inference. | 877 |
 ixaxaar/pytorch-dnc | An implementation of Differentiable Neural Computers and family for PyTorch, enabling scalable memory-augmented neural networks. | 338 |
 truskovskiyk/nima.pytorch | Assesses and evaluates images using deep learning models | 335 |
 prlz77/resnext.pytorch | Reproduces ResNet-V3 with PyTorch for computer vision tasks | 511 |
 rentruewang/koila | A lightweight wrapper around PyTorch to prevent CUDA out-of-memory errors and optimize model execution | 1,823 |
 oyam/pytorch-dpns | PyTorch implementation of a deep learning model for image segmentation | 90 |
 tobiascz/mnist_pytorch_python_and_capi | An example project demonstrating how to train and deploy a neural network in Python and C++ using PyTorch 1.0 | 96 |
 graal-research/poutyne | A PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities | 572 |