row_sum   = m.sum(dim=1)                 # shape (2,)
row_sum_k = m.sum(dim=1, keepdim=True)   # shape (2, 1)

print(row_sum)
# tensor([ 6., 15.])
print(row_sum_k)
# tensor([[ 6.],
#         [15.]])