Output will be 56x56.
import torch
m = torch.nn.Conv2d(in_channels=3, out_channels =3, kernel_size=7, stride=2, padding=3)
input = torch.randn(1,3,112,112)
output = m(input)
output.shape 
# torch.Size([1, 3, 56, 56])