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[MXNET-531] GAN MNIST Examples for Scala new API #11547

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merged 3 commits into from
Jul 4, 2018

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Description

This PR contains examples written from the new API.
@nswamy @yzhliu @andrewfayres
All examples pushed here are tested locally on my Mac. It lives in the new package called org.apache.mxnetexamples

Be aware: GAN MNIST Example is specifically designed to run on GPU. Disable the CPU

Checklist

Essentials

Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [MXNET-$JIRA_ID], where $JIRA_ID refers to the relevant JIRA issue created (except PRs with tiny changes)
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage:
  • Unit tests are added for small changes to verify correctness (e.g. adding a new operator)
  • Nightly tests are added for complicated/long-running ones (e.g. changing distributed kvstore)
  • Build tests will be added for build configuration changes (e.g. adding a new build option with NCCL)
  • Code is well-documented:
  • For user-facing API changes, API doc string has been updated.
  • For new C++ functions in header files, their functionalities and arguments are documented.
  • For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable
  • Check the API doc at http://mxnet-ci-doc.s3-accelerate.dualstack.amazonaws.com/PR-$PR_ID/$BUILD_ID/index.html
  • To the my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change

@@ -116,85 +102,91 @@ object GanMnist {
labelArr.zip(predArr).map { case (l, p) => Math.abs(l - p) }.sum / label.shape(0)
}

def test(dataPath : String, context : Context, outputPath : String, numEpoch : Int): Float = {
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test->runTraining

@nswamy nswamy merged commit 92f0c51 into apache:master Jul 4, 2018
@lanking520 lanking520 deleted the example-gan branch July 17, 2018 21:56
XinYao1994 pushed a commit to XinYao1994/incubator-mxnet that referenced this pull request Aug 29, 2018
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2 participants