While training a CNN model, you receive the OOM $($out of memory$)$ error message. What can you do to resolve the issue? Choose all that apply.

$4$ points

Reduce the batch size

Reduce the number of epochs

Reduce the number of filters in conv layers

Reduce the stride of conv layers

Reduce the number of layers