Why apply SGD on input feature X

[geralt-write-code]

in Section 3.2, this paper applys Stochastic gradient descent on input feature X, can input features be optimized? Can't understand the purpose of it.

[HantingChen]

Although X cannot be optimized, its derivative should be calculated since it is required in the calculation of gradients of filters according to the chain rule.