a.size() # 2, 3, 4 b.size() # 2, 3 b = torch.unsqueeze(b, dim=2) # 2, 3, 1 # torch.unsqueeze(b, dim=-1) does the same thing torch.stack([a, b], dim=2) # 2, 3, 5