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JuliaAI / IterationControl.jl

A package for controlling iterative algorithms
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Should a history of losses and training losses be explicity returned? #47

Open ablaom opened 3 years ago

ablaom commented 3 years ago

Currently the workflow is to define an external variable and use the "callback" control WithLossDo - but perhaps there's an argument for collecting a history of the loss (and training loss and iteration count?) and returning these.

See also this discussion.

ablaom commented 3 years ago

I think a better (more general) idea is to add a wrapper that replaces the returned report for a control with a complete history of state for that control.