throttle
function
defined in module
FluxTraining
throttle(callback, Event, freq = 1)
throttle(callback, Event, seconds = 1)
Throttle
Event
type for
callback
so that it is triggered either only every
freq
'th time or every
seconds
seconds.
If you want to only sporadically log metrics (
LogMetrics
) or images (
LogVisualization
),
throttle
can be used as follows.
Every 10 steps:
callback = throttle(LogMetrics(TensorBoardBackend()), StepEnd, freq = 10)
learner = Learner(<args>; callbacks=[callback])
Or every 5 seconds:
callback = throttle(LogMetrics(TensorBoardBackend()), StepEnd, seconds = 5)
learner = Learner(<args>; callbacks=[callback])
There is
1
method for FluxTraining.throttle
:
The following pages link back here:
FluxTraining.jl , callbacks/callbacks.jl , callbacks/conditional.jl , callbacks/logging/logger.jl