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Doesn't happen in the current master, but Conv1D wasn't added to org.nd4j.imports.converters.DifferentialFunctionClassHolder#classesWithConfig, which is fixed in #110.
After serializing and deserializing a SameDiff instance with a Conv1D op, the config will be null.
Note that this only happens with 1d, Conv2D works fine.
To reproduce:
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