You could use the following (depending on the expected shape inside forward):
outputs = model(*x.split(1, dim=1))  # each input will have shape [16, 1, 224, 224]
outputs = model(x[:, 0], x[:, 1], x[:, 2])  # each input will have shape [16, 224, 224]