Hi Sachin,
UOM are uploaded in SRM through object DNL_CUST_BASIS3. It's part of master data replication.
You should refer following link, it will give you idea how to load mentioned object in SRM:
MASTER DATA REPLICATION: SETTINGS
I hope it helps.
Regards,