According to one embodiment, a semiconductor wafer includes a plurality of chip regions, a plurality of chip regions, a device layer, a first structure, and a second structure. The device layer includes an integrated circuit formed in each of the chip regions. The first structure is formed in the kerf region by filling a first cavity with a first filling material. The first cavity extends vertically with respect to a surface of a semiconductor substrate. The second structure is formed in the device layer by filling a second cavity with a second filling material. The second cavity extends vertically with respect to the surface of the semiconductor substrate.