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Update custom_layer.md tutorial to fix breaking tests #16160

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Update custom_layer.md tutorial to fix breaking tests #16160

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Commits on Sep 13, 2019

  1. Update custom_layer.md 

    Serialization in custom layer definition no longer needed. Remove to fix the notebook
    @sojiadeshina
    sojiadeshina committed Sep 13, 2019
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  2. add fix for breaking profiler notebook. profiler state should be set … 

    …before dump call.
    @sojiadeshina
    sojiadeshina committed Sep 13, 2019
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