Free us from sloptimizers -- a work in progress
12:37 PM · Jun 27, 2026 · 6.1K Views
Rohan Anil, CoreAutoAI co-founder, releases Optimizer Mines, a retro web game for learning machine learning optimizer formulas
Players reconstruct mathematical update rules through retro quiz mechanics
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Users are excited about the interactive retro slot machine game for teaching machine learning optimizers, suggesting fun enhancements like sound effects.
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VIEWS3.8KBOOKMARKS14LIKES19RETWEETS1
rohan anil@_arohan_
Best viewed on a desktop computer
Keep the feedback coming.
https://rohan-anil.github.io/optimizer-mines/
rohan anil@_arohan_
Free us from sloptimizers -- a work in progress
1hViews 3.8KLikes 19Bookmarks 14
REPLIES2
elie@eliebakouch
this is super fun, also a good way to learn new optimizer (there is also a quizz if you want to test your optimizer knowledge 🫡)
rohan anil@_arohan_
Best viewed on a desktop computer
Keep the feedback coming.
https://rohan-anil.github.io/optimizer-mines/
34mViews 1KLikes 10Bookmarks 9
rohan anil@_arohan_
Here it is
rohan anil@_arohan_
Best viewed on a desktop computer
Keep the feedback coming.
https://rohan-anil.github.io/optimizer-mines/
1hViews 758Likes 3Bookmarks 0
rohan anil@_arohan_
@eliebakouch Adding sound effects for forging!
elie@eliebakouch
this is super fun, also a good way to learn new optimizer (there is also a quizz if you want to test your optimizer knowledge 🫡)
32mViews 253Likes 1Bookmarks 0
Ferbin@Ferbin08
@_arohan_ shipped systems optimized to perfection.
every one broke in ways we never tested for.
the optimizer was fine. we just measured the wrong thing.
1hViews 12
Lekan@lekan_digital
@eliebakouch The wild part is how few of these optimizer tricks survive contact with a real training run. Half the gains vanish once you tune the LR schedule properly.
26mViews 8