Assertion: gradient descent | /r/HasProperty | intractable
Facets:
value: for datasets
type: PURPOSE
Source sentences:
text: As we need to calculate the gradients for the whole dataset to perform just one update, batch gradient descent can be very slow and is intractable for datasets that don't fit in memory.