Issues

• Use a random generator that is globally shared in the neural network

  DNN
  snuspl/dolphin#160 · Filter by author beomyeol opened on Jan 15, 2016
  1

• Clarify how ParameterServerManager should be used

  ParameterServer
  snuspl/dolphin#159 · Filter by author jsjason opened on Jan 15, 2016

• Reduce the overhead of multiple serializations when sending messages

  ParameterServer
  snuspl/dolphin#156 · Filter by author jsjason opened on Jan 15, 2016

• Support neural network models that have layers connected in a directed acyclic graph (DAG)

  DNN
  snuspl/dolphin#153 · Filter by author beomyeol opened on Jan 14, 2016

• Add a simple example for single node parameter server

  ParameterServer
  snuspl/dolphin#151 · Filter by author bchocho opened on Jan 6, 2016
  

• Support matrix operations for matrices on different implementations.

  DNNenhancement
  snuspl/dolphin#147 · Filter by author beomyeol opened on Nov 19, 2015

• Save final training/cross validation results to a file instead of simply logging

  DNNenhancement
  snuspl/dolphin#114 · Filter by author jsjason opened on Sep 8, 2015 · Nice-to-have issues

• Well-defined configuration input format

  DNN
  snuspl/dolphin#106 · Filter by author jsjason opened on Sep 2, 2015 · Nice-to-have issues

• Load the pre-trained neural network model and save the trained model.

  DNNenhancement
  snuspl/dolphin#104 · Filter by author beomyeol opened on Sep 1, 2015
  4

• Define a new file format and implement InputFormat and RecordReader for it

  DNN
  snuspl/dolphin#77 · Filter by author beomyeol opened on Aug 19, 2015 · DNN - Data partitioning
  19

• Scatter data to evaluators in a more fine-grained way

  BSPDNN
  snuspl/dolphin#73 · Filter by author jsjason opened on Aug 15, 2015 · DNN - Model partitioning

• Shuffle-like component for DNN model partitioning

  DNN
  snuspl/dolphin#70 · Filter by author jsjason opened on Aug 15, 2015 · DNN - Model partitioning

• Tests for dolphin core

  BSP
  snuspl/dolphin#62 · Filter by author jsjason opened on Jul 17, 2015

• Unit tests for algorithms

  BSP
  snuspl/dolphin#61 · Filter by author jsjason opened on Jul 17, 2015
  8

• Add WordCount Example

  BSP
  snuspl/dolphin#58 · Filter by author swlsw opened on Jun 28, 2015
  5

• Too many files for one algorithm

  BSP
  snuspl/dolphin#55 · Filter by author jsjason opened on Jun 23, 2015
  3

• Separate communication groups for different stages

  BSP
  snuspl/dolphin#54 · Filter by author jsjason opened on Jun 23, 2015
  3

• Allow user configuration of services

  BSP
  snuspl/dolphin#48 · Filter by author bchocho opened on Jun 17, 2015

• Non-linear stages

  BSP
  snuspl/dolphin#34 · Filter by author jsjason opened on May 8, 2015
  1

• Add SVD algorithm

  BSP
  snuspl/dolphin#33 · Filter by author jsjason opened on May 8, 2015
  

• Add ALS algorithm

  BSP
  snuspl/dolphin#32 · Filter by author jsjason opened on May 8, 2015
  

• Renaming Classes

  BSP
  snuspl/dolphin#27 · Filter by author kijungs opened on Apr 29, 2015

• Configurable part of Driver?

  BSP
  snuspl/dolphin#26 · Filter by author kijungs opened on Apr 29, 2015

• Add explanations

  BSP
  snuspl/dolphin#25 · Filter by author kijungs opened on Apr 29, 2015
  2

• Fault tolerance

  BSPDNN
  snuspl/dolphin#24 · Filter by author kijungs opened on Apr 28, 2015