(Isaiah 53) Chastisement

But He  was  wounded for our transgressions,  He was  bruised for our iniquities. The chastisement for our peace  was  upon Him, and by His stripes we are healed.

The chastisement for our peace. Our peace with God was secured through His chastisement. How is chastisement different from punishment?