Sending Fully Connected Layer to CPU

In CNN, can the FC (Fully Connected Layer) be sent to the CPU after convolution layer is done on the GPU? Can I use the following? Thank you.

cpu = torch.device("cpu")

Yes, the code snippet you provided will move self.fc1 (i.e. its weight and bias parameters) to CPU because .to(cpu) will be an in-place operation.