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GitHub topics: synthetic-gradients

dniku/perceptual-gradient-networks

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

Language: Python - Size: 1.85 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 0

andrewliao11/dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

Language: Python - Size: 241 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 117 - Forks: 42

hannw/sgrnn

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

Language: Python - Size: 4.15 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 40 - Forks: 9

mtanghu/DNI-RNN

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

Language: Python - Size: 84 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 2

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 Notebook - Size: 34.2 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

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: Python - Size: 4.24 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

ixaxaar/pytorch-dni

Decoupled Neural Interfaces Using Synthetic Gradients - under develeopment

Language: Python - Size: 2.44 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 11 - Forks: 3

nitarshan/decoupled-neural-interfaces

TensorFlow implementation of "Decoupled Neural Interfaces using Synthetic Gradients"

Language: Jupyter Notebook - Size: 578 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 9 - Forks: 5

Related Keywords
synthetic-gradients 8 backpropagation 4 decoupled-neural-interfaces 4 neural-network 3 mnist 2 pytorch 2 lstm 2 rnn 2 tensorflow 2 python 2 neural-networks 1 deep-learning 1 theano 1 stochastic-optimization 1 clash-royale-game 1 rnn-pytorch 1 gru 1 recurrent-neural-networks 1 metalearning 1 dni 1 classification 1 perceptual-loss 1 optimization 1