What is divergence/convergence? | AI HUB | Page 1

marble crown Oct 7, 2024, 7:29 AM

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What should I be looking for in tensorboard?

vestal forge Oct 7, 2024, 7:35 AM

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loss/d/total, loss/g/total, fm, kl, mel charts

marble crown Oct 7, 2024, 7:43 AM

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But what is it exactly? Apparently it's good when convergence happens but how do you know when?

vestal forge Oct 7, 2024, 7:50 AM

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g total chart is a summary of several metrics, it drops rapidly during initial 5-10 epochs and then slowly settles around some value

acoustic juncoBOT Oct 7, 2024, 7:50 AM

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Ayo? @vestal forge level 12 !!! lfg

vestal forge Oct 7, 2024, 7:52 AM

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fm, mel, kl are sub metrics, they also slowly go down

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with a good data set and correctly selected batch size all 3 would move into the same direction

#What is divergence/convergence?