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

[ 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

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

[ 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

[ 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

[ 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

[ 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

[ 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

[ 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

[ 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] [Commented] (SYSTEMML-1760) Improve engine robustness of distributed SGD training

[ https://issues.apache.org/jira/browse/SYSTEMML-1760?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16113085#comment-16113085 ] Mike Dusenberry commented on SYSTEMML-1760: --- [~Tenma] Awesome! That is a great amount of

[jira] [Commented] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML

[ https://issues.apache.org/jira/browse/SYSTEMML-1437?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090445#comment-16090445 ] Mike Dusenberry commented on SYSTEMML-1437: --- [~return_01] Thanks for working on this! It

[jira] [Comment Edited] (SYSTEMML-1159) Enable Remote Hyperparameter Tuning

[ https://issues.apache.org/jira/browse/SYSTEMML-1159?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090453#comment-16090453 ] Mike Dusenberry edited comment on SYSTEMML-1159 at 7/17/17 8:02 PM:

[jira] [Commented] (SYSTEMML-1159) Enable Remote Hyperparameter Tuning

[ https://issues.apache.org/jira/browse/SYSTEMML-1159?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090453#comment-16090453 ] Mike Dusenberry commented on SYSTEMML-1159: --- [~return_01] Thanks–adding HogWild asynchronous

[jira] [Commented] (SYSTEMML-1695) Create design/investigation document for parameter server

[ https://issues.apache.org/jira/browse/SYSTEMML-1695?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090457#comment-16090457 ] Mike Dusenberry commented on SYSTEMML-1695: --- Also, I would reference the distributed

[jira] [Updated] (SYSTEMML-1766) Move experimental breast cancer project code into main repo

[ https://issues.apache.org/jira/browse/SYSTEMML-1766?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1766: -- Sprint: Sprint 2 > Move experimental breast cancer project code into main repo >

[jira] [Commented] (SYSTEMML-1762) Improve the robustness of sparse matrix reshape function for the Spark mode

[ https://issues.apache.org/jira/browse/SYSTEMML-1762?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16084943#comment-16084943 ] Mike Dusenberry commented on SYSTEMML-1762: --- cc [~mboehm7] > Improve the robustness of

[jira] [Updated] (SYSTEMML-1462) Extract preprocessing code into a Python package + script

[ https://issues.apache.org/jira/browse/SYSTEMML-1462?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1462: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-1185) >

[jira] [Updated] (SYSTEMML-1465) Add stain normalization to preprocessing.

[ https://issues.apache.org/jira/browse/SYSTEMML-1465?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1465: -- Issue Type: Bug (was: Sub-task) Parent: (was: SYSTEMML-1185) > Add

[jira] [Updated] (SYSTEMML-1465) Add stain normalization to preprocessing.

[ https://issues.apache.org/jira/browse/SYSTEMML-1465?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1465: -- Issue Type: New Feature (was: Bug) > Add stain normalization to preprocessing. >

[jira] [Commented] (SYSTEMML-1466) Update `convnet.dml` to use distributed SGD.

[ https://issues.apache.org/jira/browse/SYSTEMML-1466?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090863#comment-16090863 ] Mike Dusenberry commented on SYSTEMML-1466: --- Note: A distributed version of the convnet being

[jira] [Updated] (SYSTEMML-1766) Merge experimental breast cancer project code into main repo

[ https://issues.apache.org/jira/browse/SYSTEMML-1766?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1766: -- Summary: Merge experimental breast cancer project code into main repo (was: Move

[jira] [Comment Edited] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090590#comment-16090590 ] Mike Dusenberry edited comment on SYSTEMML-1774 at 7/17/17 10:14 PM:

[jira] [Commented] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16090590#comment-16090590 ] Mike Dusenberry commented on SYSTEMML-1774: --- [~Tenma] Can you include a script with the

[jira] [Commented] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16091865#comment-16091865 ] Mike Dusenberry commented on SYSTEMML-1774: --- [~mboehm7] For (2), why is SPARK execution mode

[jira] [Comment Edited] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16091874#comment-16091874 ] Mike Dusenberry edited comment on SYSTEMML-1774 at 7/18/17 5:48 PM:

[jira] [Commented] (SYSTEMML-1760) Improve engine robustness of distributed SGD training

[ https://issues.apache.org/jira/browse/SYSTEMML-1760?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16091890#comment-16091890 ] Mike Dusenberry commented on SYSTEMML-1760: --- cc [~niketanpansare] improvements here will

[jira] [Comment Edited] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16091874#comment-16091874 ] Mike Dusenberry edited comment on SYSTEMML-1774 at 7/18/17 5:42 PM:

[jira] [Comment Edited] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16091874#comment-16091874 ] Mike Dusenberry edited comment on SYSTEMML-1774 at 7/18/17 5:45 PM:

[jira] [Comment Edited] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16092262#comment-16092262 ] Mike Dusenberry edited comment on SYSTEMML-1774 at 7/18/17 10:08 PM:

[jira] [Commented] (SYSTEMML-1774) Improve Parfor parallelism for deep learning

[ https://issues.apache.org/jira/browse/SYSTEMML-1774?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16093452#comment-16093452 ] Mike Dusenberry commented on SYSTEMML-1774: --- [~mboehm7] Great, thanks for investigating

[jira] [Commented] (SYSTEMML-1444) UDFs w/ single output in expressions

[ https://issues.apache.org/jira/browse/SYSTEMML-1444?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16100463#comment-16100463 ] Mike Dusenberry commented on SYSTEMML-1444: --- Thanks, [~return_01] for working on this! For

[jira] [Created] (SYSTEMML-1810) Move jpeg generation from notebook to preprocessing lib

Mike Dusenberry created SYSTEMML-1810: - Summary: Move jpeg generation from notebook to preprocessing lib Key: SYSTEMML-1810 URL: https://issues.apache.org/jira/browse/SYSTEMML-1810 Project:

[jira] [Updated] (SYSTEMML-1810) Move jpeg generation from notebook to preprocessing lib

[ https://issues.apache.org/jira/browse/SYSTEMML-1810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1810: -- Sprint: Sprint 3 > Move jpeg generation from notebook to preprocessing lib >

[jira] [Created] (SYSTEMML-1813) Preprocessing simplification and cleanup

Mike Dusenberry created SYSTEMML-1813: - Summary: Preprocessing simplification and cleanup Key: SYSTEMML-1813 URL: https://issues.apache.org/jira/browse/SYSTEMML-1813 Project: SystemML

[jira] [Commented] (SYSTEMML-1813) Preprocessing simplification and cleanup

[ https://issues.apache.org/jira/browse/SYSTEMML-1813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16102557#comment-16102557 ] Mike Dusenberry commented on SYSTEMML-1813: --- [PR 597 |

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

[ 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] [Created] (SYSTEMML-1814) Improve slide distribution of the image dataset via improved filtering

Mike Dusenberry created SYSTEMML-1814: - Summary: Improve slide distribution of the image dataset via improved filtering Key: SYSTEMML-1814 URL: https://issues.apache.org/jira/browse/SYSTEMML-1814

[jira] [Assigned] (SYSTEMML-1760) Improve engine robustness of distributed SGD training

[ https://issues.apache.org/jira/browse/SYSTEMML-1760?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1760: - Assignee: Fei Hu (was: Mike Dusenberry) > Improve engine robustness of

[jira] [Assigned] (SYSTEMML-1760) Improve engine robustness of distributed SGD training

[ https://issues.apache.org/jira/browse/SYSTEMML-1760?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1760: - Assignee: Mike Dusenberry (was: Fei Hu) > Improve engine robustness of

[jira] [Updated] (SYSTEMML-1760) Improve engine robustness of distributed SGD training

[ https://issues.apache.org/jira/browse/SYSTEMML-1760?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1760: -- Component/s: ParFor Compiler Algorithms > Improve

[jira] [Updated] (SYSTEMML-1185) SystemML Breast Cancer Project

[ https://issues.apache.org/jira/browse/SYSTEMML-1185?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1185: -- Issue Type: Epic (was: New Feature) > SystemML Breast Cancer Project >

[jira] [Created] (SYSTEMML-1766) Move experimental breast cancer project code into main repo

Mike Dusenberry created SYSTEMML-1766: - Summary: Move experimental breast cancer project code into main repo Key: SYSTEMML-1766 URL: https://issues.apache.org/jira/browse/SYSTEMML-1766 Project:

[jira] [Closed] (SYSTEMML-1678) Add new 1D top_k utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1678?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry closed SYSTEMML-1678. - > Add new 1D top_k utility function > - > >

[jira] [Resolved] (SYSTEMML-1678) Add new 1D top_k utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1678?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry resolved SYSTEMML-1678. --- Resolution: Fixed Fix Version/s: SystemML 1.0 Merged in [commit 2e78eb9 |

[jira] [Updated] (SYSTEMML-1680) Add a new max margin loss

[ https://issues.apache.org/jira/browse/SYSTEMML-1680?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1680: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-783) Add Sigmoid nonlinearity layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-783?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-783: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-795) Add Adam Optimizer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-795?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-795: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-791) Add L1 Regularization layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-791?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-791: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-793) Add Adagrad Optimizer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-793?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-793: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Assigned] (SYSTEMML-1736) Add new 2D top_k utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1736?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1736: - Assignee: Mike Dusenberry (was: Fei Hu) > Add new 2D top_k utility function

[jira] [Assigned] (SYSTEMML-1736) Add new 2D top_k utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1736?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry reassigned SYSTEMML-1736: - Assignee: Fei Hu (was: Mike Dusenberry) > Add new 2D top_k utility function

[jira] [Updated] (SYSTEMML-782) Add ReLU nonlinearity layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-782?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-782: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-784) Add Softmax nonlinearity layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-784?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-784: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-1409) Add batch normalization layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1409?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1409: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-618) Deep Learning DML Library

[ https://issues.apache.org/jira/browse/SYSTEMML-618?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-618: - Component/s: Algorithms > Deep Learning DML Library > - > >

[jira] [Closed] (SYSTEMML-1736) Add new 2D top_k utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1736?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry closed SYSTEMML-1736. - > Add new 2D top_k utility function > - > >

[jira] [Updated] (SYSTEMML-1432) Extend `util::pad_image` with a `pad_value` parameter

[ https://issues.apache.org/jira/browse/SYSTEMML-1432?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1432: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1413) Extract test-only utilities from `nn/util.dml` to new `nn/test/util.dml`

[ https://issues.apache.org/jira/browse/SYSTEMML-1413?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1413: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1414) Rename `nn/layers/conv.dml` to `nn/layers/conv2d.dml`

[ https://issues.apache.org/jira/browse/SYSTEMML-1414?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1414: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1417) Rename `nn/layers/max_pool_builtin.dml` to `nn/layers/max_pool2d_builtin.dml`

[ https://issues.apache.org/jira/browse/SYSTEMML-1417?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1417: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-904) Update the API calls in the deep learning notebook examples.

[ https://issues.apache.org/jira/browse/SYSTEMML-904?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-904: - Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-799) Add Gradient Check Testing to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-799?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-799: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-808) Add LSTM layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-808?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-808: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-802) Add MNIST Softmax Classifier Example to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-802?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-802: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-803) Add MNIST LeNet Example to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-803?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-803: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-800) Add Builtin Convolution layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-800?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-800: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-801) Add Builtin Max Pooling layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-801?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-801: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-792) Add L2 Regularization layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-792: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-798) Add SGD w/ Nesterov Momentum Optimizer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-798?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-798: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-618) Deep Learning DML Library

[ https://issues.apache.org/jira/browse/SYSTEMML-618?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-618: - Issue Type: Epic (was: New Feature) > Deep Learning DML Library >

[jira] [Updated] (SYSTEMML-787) Add L1 Loss layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-787?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-787: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-788) Add L2 Loss layer to DML Deep Learning Library

[ https://issues.apache.org/jira/browse/SYSTEMML-788?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-788: - Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) > Add

[jira] [Updated] (SYSTEMML-1674) Add a new 2D depthwise convolution layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1674?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1674: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1408) Add padding parameters to max-pooling layers

[ https://issues.apache.org/jira/browse/SYSTEMML-1408?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1408: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1384) Revisit the weight and bias of fully connected layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1384?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1384: -- Issue Type: Task (was: Sub-task) Parent: (was: SYSTEMML-618) > Revisit

[jira] [Updated] (SYSTEMML-1115) Vectorize Convolution

[ https://issues.apache.org/jira/browse/SYSTEMML-1115?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1115: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-908) Improve Test Suite

[ https://issues.apache.org/jira/browse/SYSTEMML-908?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-908: - Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1113) Vectorize im2col

[ https://issues.apache.org/jira/browse/SYSTEMML-1113?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1113: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1383) Performance testing of individual layer for common data shapes

[ https://issues.apache.org/jira/browse/SYSTEMML-1383?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1383: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1389) Update API: Pass in all outputs from `forward` to `backward` for performance

[ https://issues.apache.org/jira/browse/SYSTEMML-1389?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1389: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1114) Vectorize pad_image

[ https://issues.apache.org/jira/browse/SYSTEMML-1114?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1114: -- Issue Type: Improvement (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1679) Add a new threshold utility function

[ https://issues.apache.org/jira/browse/SYSTEMML-1679?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1679: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Updated] (SYSTEMML-1675) Add a new 2D depthwise transpose convolution layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1675?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1675: -- Issue Type: New Feature (was: Sub-task) Parent: (was: SYSTEMML-618) >

[jira] [Resolved] (SYSTEMML-1676) Add a new 2D softmax layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1676?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry resolved SYSTEMML-1676. --- Resolution: Fixed Fix Version/s: SystemML 1.0 Merged in [commit 9e6715d |

[jira] [Updated] (SYSTEMML-618) Deep Learning DML Library

[ https://issues.apache.org/jira/browse/SYSTEMML-618?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-618: - Description: This issue tracks the creation of a layers-based *deep learning library*

[jira] [Resolved] (SYSTEMML-1677) Add a new 2D cross-entropy layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1677?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry resolved SYSTEMML-1677. --- Resolution: Fixed Fix Version/s: SystemML 1.0 Merged in [commit d56c05e |

[jira] [Commented] (SYSTEMML-1677) Add a new 2D cross-entropy layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1677?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16072887#comment-16072887 ] Mike Dusenberry commented on SYSTEMML-1677: --- [PR 556 |

[jira] [Closed] (SYSTEMML-1677) Add a new 2D cross-entropy layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1677?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry closed SYSTEMML-1677. - > Add a new 2D cross-entropy layer > > >

[jira] [Updated] (SYSTEMML-1677) Add a new 2D cross-entropy layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1677?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1677: -- Component/s: Algorithms > Add a new 2D cross-entropy layer >

[jira] [Updated] (SYSTEMML-1676) Add a new 2D softmax layer

[ https://issues.apache.org/jira/browse/SYSTEMML-1676?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1676: -- Component/s: Algorithms > Add a new 2D softmax layer > -- >

[jira] [Updated] (SYSTEMML-1681) Add a unit test for 2D convolution comparing against another system

[ https://issues.apache.org/jira/browse/SYSTEMML-1681?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1681: -- Description: We should add a comparison against TensorFlow in {{nn/test/test.dml}},

[jira] [Commented] (SYSTEMML-1047) Statistics w/ MLContext Yields Incorrect Results

[ https://issues.apache.org/jira/browse/SYSTEMML-1047?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16119253#comment-16119253 ] Mike Dusenberry commented on SYSTEMML-1047: --- Sounds good. > Statistics w/ MLContext Yields

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

[ 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

[ 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

[ 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

[ 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-1814) Improve slide distribution of the image dataset via improved sampling policy

[ https://issues.apache.org/jira/browse/SYSTEMML-1814?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry updated SYSTEMML-1814: -- Sprint: Sprint 4 > Improve slide distribution of the image dataset via improved

[jira] [Resolved] (SYSTEMML-1813) Preprocessing simplification and cleanup

[ https://issues.apache.org/jira/browse/SYSTEMML-1813?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Mike Dusenberry resolved SYSTEMML-1813. --- Resolution: Fixed Fix Version/s: SystemML 1.0 Merged in [commit ae4c006 |

[jira] [Created] (SYSTEMML-1680) Add a new 2D sigmoid function

Mike Dusenberry created SYSTEMML-1680: - Summary: Add a new 2D sigmoid function Key: SYSTEMML-1680 URL: https://issues.apache.org/jira/browse/SYSTEMML-1680 Project: SystemML Issue Type:

[jira] [Created] (SYSTEMML-1678) Add new 1D & 2D predict class utility functions

Mike Dusenberry created SYSTEMML-1678: - Summary: Add new 1D & 2D predict class utility functions Key: SYSTEMML-1678 URL: https://issues.apache.org/jira/browse/SYSTEMML-1678 Project: SystemML

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