Randy Ardywibowo comments

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                                            Randy Ardywibowo

I ran the implementation as is and it seems the results in the paper are not reproducible?

Could you elaborate more? I couldn't find any lines that were not necessary for the loss computation.

I've found it. Simply comment out `summary_fn(...)` in `training.py`. Something in `write_helmholtz_summary(...)` is eating a lot of memory.