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钟尚武
dlib
Commits
562d1b75
Commit
562d1b75
authored
Aug 03, 2017
by
Davis King
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Clarified spec
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trainer_abstract.h
dlib/dnn/trainer_abstract.h
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dlib/dnn/trainer_abstract.h
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562d1b75
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@@ -230,15 +230,15 @@ namespace dlib
- This trainer will use an explicit learning rate schedule defined by
the learning rate values in get_learning_rate_schedule(). For
example, if get_learning_rate_schedule() returned {0.1, 0.09, 0.08,
0.07, 0.6} then the first training mini-batch would use a learning
0.07, 0.
0
6} then the first training mini-batch would use a learning
rate of 0.1, then the next training mini-batch uses 0.09, and then
0.8, and so on until the end of the schedule is reached.
If you continue to run training after the end of the schedule has
been reached then the learning rate will be fixed to 0.99 times the
final value. So in our example, eventually the learning rate would
be fixed to 0.99*0.6. This allows you to test if we have reached the
end of the schedule by checking if get_learning_rate() >= 0.6.
be fixed to 0.99*0.
0
6. This allows you to test if we have reached the
end of the schedule by checking if get_learning_rate() >= 0.
0
6.
!*/
unsigned
long
get_steps_without_progress
(
...
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