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### To Reproduce
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Before reporting a bug, make sure that the bug can be reproduced with a minimal example. You can simply subclass our [miminal code example] (https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pl_examples/bug_report_model.py) and add your relevant changes, to see if the issue persists.
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If the test is failing, please add your test cases to the issue (as a draft PR, or simple paste the code to the isse description here).
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1. Make sure that the bug can be reproduced with the [BoringModel](https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pl_examples/bug_report_model.py).
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<!-- If you have a code sample, error messages, stack traces, please provide it here as well -->
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2. Fill out the test case at the bottom of the BoringModel to make it fail.
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#### Code sample
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