The connection to adb is down and a severe error has occurred.

Follow below steps
Step 1 :- Open your task manager.
Step 2 :- Now go to processes tab.
Step 3 :- Now find adb.exe and select it.
Step 4 :- Now click on End Process button.
Step 5 :- Now restart your eclipse and run your application.

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