[jira] [Updated] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1819: -- Issue Type: New Feature (was: Bug) > Create Keras2DML: Keras frontend to SystemML >

[jira] [Created] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
Mike Dusenberry created SYSTEMML-1819: - Summary: Create Keras2DML: Keras frontend to SystemML Key: SYSTEMML-1819 URL: https://issues.apache.org/jira/browse/SYSTEMML-1819 Project: SystemML

[jira] [Updated] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1819: -- Description: This task covers the creation of a "Keras2DML" frontend for SystemML,

[jira] [Commented] (SYSTEMML-493) Modularize Existing DML Algorithms

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-493?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16107920#comment-16107920 ] Mike Dusenberry commented on SYSTEMML-493: -- cc [~reinwald], [~reinw...@us.ibm.com] >

[jira] [Updated] (SYSTEMML-493) Modularize Existing DML Algorithms

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-493?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-493: - Issue Type: Epic (was: Improvement) > Modularize Existing DML Algorithms >

[jira] [Updated] (SYSTEMML-493) Modularize Existing DML Algorithms

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-493?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-493: - Summary: Modularize Existing DML Algorithms (was: Provided DML Algorithm Scripts

[jira] [Updated] (SYSTEMML-1814) Improve slide distribution of the image dataset via improved sampling policy

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1814?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1814: -- Description: Currently, our models are heavily overfitting on the training dataset.

[jira] [Updated] (SYSTEMML-1814) Improve slide distribution of the image dataset via improved sampling policy

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1814?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1814: -- Description: Currently, our models are heavily overfitting on the training dataset.

[jira] [Updated] (SYSTEMML-1814) Improve slide distribution of the image dataset via improved sampling policy

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1814?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1814: -- Summary: Improve slide distribution of the image dataset via improved sampling

[jira] [Assigned] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1819: - Assignee: Anooj Patel > Create Keras2DML: Keras frontend to SystemML >

[jira] [Assigned] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1819: - Assignee: Mike Dusenberry (was: Anooj Patel) > Create Keras2DML: Keras

[jira] [Commented] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16108036#comment-16108036 ] Mike Dusenberry commented on SYSTEMML-1819: --- [~anoojp] Excellent! I've assigned it to you --

[jira] [Assigned] (SYSTEMML-1819) Create Keras2DML: Keras frontend to SystemML

2017-07-31 Thread Mike Dusenberry (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1819: - Assignee: Anooj Patel (was: Mike Dusenberry) > Create Keras2DML: Keras

[jira] [Updated] (SYSTEMML-1809) Optimize the performance of the distributed MNIST_LeNet_Sgd model training

2017-07-31 Thread Fei Hu (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1809?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Fei Hu updated SYSTEMML-1809: - Description: For the current version, the distributed MNIST_LeNet_Sdg model training can be optimized

[jira] [Created] (SYSTEMML-1821) Improve the training process in mnist_lenet_distrib_sgd.dml

2017-07-31 Thread Fei Hu (JIRA)
Fei Hu created SYSTEMML-1821: Summary: Improve the training process in mnist_lenet_distrib_sgd.dml Key: SYSTEMML-1821 URL: https://issues.apache.org/jira/browse/SYSTEMML-1821 Project: SystemML

[jira] [Updated] (SYSTEMML-1821) Improve the training process in mnist_lenet_distrib_sgd.dml

2017-07-31 Thread Fei Hu (JIRA)
[ https://issues.apache.org/jira/browse/SYSTEMML-1821?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Fei Hu updated SYSTEMML-1821: - Description: For {{Remote_Spark}} mode, SystemML engine will export the intermediate matrixes into