3 ms·
One issue with this is that many ML tasks are more memory bandwidth bound than compute bound. A forward pass through a neural network is a bunch of simple opera
by dontwearitout 4y ago
One issue with this is that many ML tasks are more memory bandwidth bound than compute bound. A forward pass through a neural network is a bunch of simple operations on gigabytes of data, whereas with protein folding there's a much higher ratio of compute to data.