[jira] [Closed] (MADLIB-1206) Add mini batch based gradient descent support to MLP
[ https://issues.apache.org/jira/browse/MADLIB-1206?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Frank McQuillan closed MADLIB-1206. --- > Add mini batch based gradient descent support to MLP > > > Key: MADLIB-1206 > URL: https://issues.apache.org/jira/browse/MADLIB-1206 > Project: Apache MADlib > Issue Type: New Feature > Components: Module: Neural Networks >Reporter: Nandish Jayaram >Assignee: Rahul Iyer >Priority: Major > Fix For: v1.14 > > > Mini-batch gradient descent is typically the algorithm of choice when > training a neural network. > MADlib currently supports IGD, we may have to add extensions to include > mini-batch as a solver for MLP. Other modules will continue to use the > existing IGD that does not support mini-batching. Later JIRAs will move other > modules over one at a time to use the new mini-batch GD. > Related JIRA that will pre-process the input data to be consumed by > mini-batch is https://issues.apache.org/jira/browse/MADLIB-1200 -- This message was sent by Atlassian JIRA (v7.6.3#76005)
[jira] [Closed] (MADLIB-1206) Add mini batch based gradient descent support to MLP
[ https://issues.apache.org/jira/browse/MADLIB-1206?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Frank McQuillan closed MADLIB-1206. --- > Add mini batch based gradient descent support to MLP > > > Key: MADLIB-1206 > URL: https://issues.apache.org/jira/browse/MADLIB-1206 > Project: Apache MADlib > Issue Type: New Feature > Components: Module: Neural Networks >Reporter: Nandish Jayaram >Assignee: Nandish Jayaram >Priority: Major > Fix For: v1.14 > > > Mini-batch gradient descent is typically the algorithm of choice when > training a neural network. > MADlib currently supports IGD, we may have to add extensions to include > mini-batch as a solver for MLP. Other modules will continue to use the > existing IGD that does not support mini-batching. Later JIRAs will move other > modules over one at a time to use the new mini-batch GD. > Related JIRA that will pre-process the input data to be consumed by > mini-batch is https://issues.apache.org/jira/browse/MADLIB-1200 -- This message was sent by Atlassian JIRA (v7.6.3#76005)
