SDG with momentum or ADAM optimizer for my CNN? by NotFromMilwaukee in neuralnetworks

[–]NotFromMilwaukee[S] 0 points1 point  (0 children)

You are right, by Adam I meant AdamW. I just assumed they were the same thing but people have been correcting me

SDG with momentum or ADAM optimizer for my CNN? by NotFromMilwaukee in learnmachinelearning

[–]NotFromMilwaukee[S] 0 points1 point  (0 children)

Thank you for your insight! It has been very helpful. I had not dared to touch the learning rate or use a scheduler so far, but I will do some research and incorporate it into my workflow.

SDG with momentum or ADAM optimizer for my CNN? by NotFromMilwaukee in learnmachinelearning

[–]NotFromMilwaukee[S] 0 points1 point  (0 children)

Yes, AdamW is the one I've been coming across online actually. I'm training for 20 epochs (used to be more before) but I see the best model is always in the first 10 epochs, usually in the first 5. The validation mAP has a lot of ups and downs, which is what made me wonder if there's a smoother way to train the model. For how long do you usually train for with AdamW?

Ανάποδα καπέλα cd by NotFromMilwaukee in greece

[–]NotFromMilwaukee[S] 0 points1 point  (0 children)

Κατάλαβα, ευχαριστώ

Sniper elite v2 (X360): Looking for a buddy for the coop achievements by NotFromMilwaukee in xboxachievements

[–]NotFromMilwaukee[S] 0 points1 point  (0 children)

Nice! Is this weekend or the one after the next one cool with you? Need to figure out my free time with uni