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https://issues.apache.org/jira/browse/SYSTEMML-845?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Mike Dusenberry updated SYSTEMML-845:
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Description:
This JIRA issue tracks the comparison of the performance of the LeNet scripts
with & without using SystemML-NN. The goal is that they should have equal
performance in terms of both accuracy and time. Any difference will be
indicate areas of engine improvement.
Scripts:
* [mnist_lenet-train.dml |
https://github.com/apache/incubator-systemml/blob/master/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml]
- LeNet script that *does* use the SystemML-NN library.
* [lenet-train.dml |
https://github.com/apache/incubator-systemml/blob/master/scripts/staging/lenet-train.dml]
- LeNet script that *does not* use the SystemML-NN library.
was:
This JIRA issue tracks the comparison of the performance of the LeNet scripts
with & without using SystemML-NN. The goal is that they should have equal
performance in terms of both accuracy and time. Any difference will be
indicate areas of engine improvement.
Scripts:
* [mnist_lenet-train.dml |
https://github.com/apache/incubator-systemml/blob/master/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml]
- LeNet script that *does* use the SystemML-NN library.
* [lenet-train.dml |
https://github.com/apache/incubator-systemml/blob/master/scripts/staging/lenet-train.dml]
- LeNet script that does *not* use the SystemML-NN library.
> Compare Performance of LeNet Scripts With & Without Using SystemML-NN
> ---------------------------------------------------------------------
>
> Key: SYSTEMML-845
> URL: https://issues.apache.org/jira/browse/SYSTEMML-845
> Project: SystemML
> Issue Type: Improvement
> Reporter: Mike Dusenberry
>
> This JIRA issue tracks the comparison of the performance of the LeNet scripts
> with & without using SystemML-NN. The goal is that they should have equal
> performance in terms of both accuracy and time. Any difference will be
> indicate areas of engine improvement.
> Scripts:
> * [mnist_lenet-train.dml |
> https://github.com/apache/incubator-systemml/blob/master/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml]
> - LeNet script that *does* use the SystemML-NN library.
> * [lenet-train.dml |
> https://github.com/apache/incubator-systemml/blob/master/scripts/staging/lenet-train.dml]
> - LeNet script that *does not* use the SystemML-NN library.
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