Dzmitry Bahdanau

Sorry for the late reply! Before giving any meaningful comments, I would like to ask the following question: do you plan to keep random access possible for this JSON-based log?...

Okay, I guess we could support access only to a few last iterations in the respective Blocks wrapper. More questions: - how do you plan to store the iteration number?...

All right, let's assume for now that you convinced me that the status should go into a separate file. My next question is whether it is creation of a new...

Picklable-itertools has an extremely clear purpose. I don't think that a general logging framework and a general parallelization frameworks will converge nearly as quickly. Large part of Fuel will not...

Indeed! Dima, can you please check that from this particular pickle the compression was used. Concerning one repo vs many: I think we should have a meeting next week and...

Looks nice! As for Blocks integration, can not we create a new `Logger` object upon unpickling? I am also curious if there is a support for multiple processes writing to...

All right, that sounds reasonable. Sorry for my being lazy to read the code, but can you please explain how are the consumers updated that a new record has been...

I really plan to finally sit down and explain all the motivation for the current brick design, but who knows when it actually happens, so... The delegation target audience are...

I don't think there exists a complete solution to this problem. One remedy I can think of is to have a function `hierarchical_rename(top_bricks, variables)` that would change the names of...

From the top of my head: state can be a file object, e.g. in `TextFile` it is. It doesn't have `get_data`. Also for `IterableDataset` the state is an arbitrary iterable....