nieshaoshuai / over9000

Over9000 optimizer

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Optimizers and tests

Every result is avg of 20 runs.

Dataset Baseline: Adam + OneCycle Over9000 (RAdam + LARS + Lookahead) Ralamb (RAdam + LARS) Ranger (RAdam + Lookahead) Novograd Radam Lookahead
Imagenette size 128, 5 epoch 0.8493 0.8755 0.8621 0.8594 0.8711 0.8444 0.8578
Imagewoof size 128, 5 epoch 0.6125 0.6451 0.5737 0.5946 0.6126 0.537 0.6106

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Over9000 optimizer


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Language:Jupyter Notebook 94.1%Language:Python 5.9%