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Model
Pruning
Prune Your Model
You don't need a bigger model to increase accuracy. You just need to figure out what parts of your model are really helping and what parts are hurting. By pruning weights that aren't contributing to your model's performance you are left with a smarter, smaller, and less expensive model.
Pruning Models
Prune out all of the noise in your model and retain only the weights that matter.
Benefits
Smarter
We have been able to prove that by pruning the weights of your model we can actually increase accuracy.
Smaller
By pruning out the weights that aren't helping you will get a smaller model. Smaller models run faster and don't require new hardware.
Less Expensive
You don't need to pay for more data and more energy to get better results. You just need to focus on the weights that really matter.
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