synthetic-gradients

There are 9 repositories under synthetic-gradients topic.

  • andrewliao11/dni.pytorch

    Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

    Language:Python1199640

  • hannw/sgrnn

    Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

    Language:Python40229

  • ixaxaar/pytorch-dni

    Decoupled Neural Interfaces Using Synthetic Gradients - under develeopment

    Language:Python11392

  • nitarshan/decoupled-neural-interfaces

    TensorFlow implementation of "Decoupled Neural Interfaces using Synthetic Gradients"

    Language:Jupyter Notebook9525

  • dniku/perceptual-gradient-networks

    Predicting gradient (of perceptual loss) without doing a backward pass

    Language:Python8100

  • khwajawisal/Using_Synthetic_gradients

    Language:Jupyter Notebook2100

  • mtanghu/DNI-RNN

    Decoupled Neural Interfaces (Jaderberg et al. 2017) mini-package for easy integration with pytorch RNNs

    Language:Python2102

  • architsharma97/MNIST

    Tests convergence of various estimators. In particular, PD and SF/REINFORCE are tested for gaussian and bernoulli latent variables and Synthetic gradients are tested in MNIST Classification (DNI).

    Language:Python1301

  • ankitesh97/ClashRoyaleOutcomePredictor

    This repo contains a simple neural network to predict outcome of a clash royale game, this project is done solely to compare the execution speed vs accuracy of the new training method (synthetic gradients) vs the ubiquotous backpropogation algorithm

    Language:Jupyter Notebook30