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model data update fix #56
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ataymano
merged 6 commits into
VowpalWabbit:master
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ataymano:ataymano/model_update_fix
Mar 19, 2019
Merged
model data update fix #56
ataymano
merged 6 commits into
VowpalWabbit:master
from
ataymano:ataymano/model_update_fix
Mar 19, 2019
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jackgerrits
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Mar 18, 2019
lokitoth
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Mar 18, 2019
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I wonder whether we should avoid calling update in the first place if there was no refresh of data. Otherwise, every model that relies on refreshing data needs to implement this logic.
(Probably beyond the scope of a bugfix)
lokitoth
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Mar 18, 2019
lokitoth
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Jun 4, 2019
We changed how the model refresh logic works to stabilize the model update and avoid switching back to initial exploration (#56). This change updates empty_data_transport to the new semantics and gets rid of the workaround in the unit test.
lokitoth
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Jun 4, 2019
* Fix empty_data_transport to properly report success semantics We changed how the model refresh logic works to stabilize the model update and avoid switching back to initial exploration (#56). This change updates empty_data_transport to the new semantics and gets rid of the workaround in the unit test. * Update RL.Net.Cli to use non-obsolete forms of LiveModel API * Fix type conversion warning in fb_serializer_test.cc
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vw_model was switching back to exploration if there is no model data changes on server side since last update (i.e. if model export frequency is more than model downloader frequency).