During training, a copy of the config file should be saved in the workdir

mtewes / tenbilac

Neural network for inverse regression problems

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During training, a copy of the config file should be saved in the workdir #36

Closed mtewes closed 7 years ago

mtewes commented 7 years ago

Best is probably to really just shutil copy it there.

mtewes commented 7 years ago

Will address this, as well as other minor points in a branch "post-xmas-fixes", opening now.

[x] copy config file with a timestamp
[x] highlighting an example config files with good comments outside of a particular demo
[ ] make predictions multicpu

mtewes commented 7 years ago

I've fixed a random seed issue in training (pushed to current PR): all processes where using exactly the same minibatches (and maybe even worse, not sure if there is some "random" involved in bfgs).

kuntzer commented 7 years ago

Okay, I'll update it!

mtewes commented 7 years ago

[x] Make a method to "minimize" a workdir, keeping only the (small) information needed for predictions, and getting rid of all the plots and lists and logs.

mtewes commented 7 years ago

This "minimized" version could be written inside of the current workdir automatically after each training. Maybe even with a timestamp, so that previous training results can be easily reused.

mtewes commented 7 years ago

All done, except for the multi-cpu predictions (not that urgent), closing.