synthetic-gradients

There are 0 repository under synthetic-gradients topic.

• andrewliao11 / dni.pytorch

  Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

  classificationmnistpytorchsynthetic-gradients
  Language:Python 118

• hannw / sgrnn

  Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

  decoupled-neural-interfacesdnilstmmetalearningrecurrent-neural-networksrnnsynthetic-gradientstensorflow
  Language:Python 40

• ixaxaar / pytorch-dni

  Decoupled Neural Interfaces Using Synthetic Gradients - under develeopment

  backpropagationdecoupled-neural-interfacesneural-networksynthetic-gradients
  Language:Python 11

• nitarshan / decoupled-neural-interfaces

  TensorFlow implementation of "Decoupled Neural Interfaces using Synthetic Gradients"

  decoupled-neural-interfacesdeep-learningneural-networkssynthetic-gradientstensorflow
  Language:Jupyter Notebook 9

• dniku / perceptual-gradient-networks

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

  synthetic-gradientsbackpropagationoptimizationperceptual-loss
  Language:Python 8

• khwajawisal / Using_Synthetic_gradients

  implementation-and-explanationsynthetic-gradients
  Language:Jupyter Notebook 2

• mtanghu / DNI-RNN

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

  decoupled-neural-interfacesgrulstmpythonpytorchrnnrnn-pytorchsynthetic-gradients
  Language:Python 2

• 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).

  backpropagationmnistneural-networkpythonstochastic-optimizationsynthetic-gradientstheano
  Language:Python 1

• 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

  synthetic-gradientsbackpropagationclash-royale-gameneural-network
  Language:Jupyter Notebook