vowpalwabbit - Vowpal Wabbit: obtaining a readable_model when in --daemon mode -
i trying stream data vw in --daemon mode, , obtain @ end value of coefficients each variable. therefore i'd vw in --daemon mode either: - send me current value of coefficients each line of data send. - write resulting model in "--readable_model" format.
i know dummy example trick save_namemodel | ...
vw in daemon mode save model given file, isn't enough can't access coefficient values file.
any idea on how solve problem ?
unfortunately, on-demand saving of readable models isn't supported in code shouldn't hard add. open source software there users improve according needs. may open issue on github, or better, contribute change.
see: this code line binary regressor saved using save_predictor(). 1 envision "rsave" or "saver" tag/command store regressor in readable form being done in code line
as work-around may call vw --audit
, parse every audit line feature names , current weights would:
- make vw slower
- require parsing every line values rather on demand
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