Hi Ramanajee,

Thanks for reaching out. The cause of the DeadlineExceeded could be the 
temporary glitches in the Google Ads API server or too many calls or operations 
are made to the server at a time. I would suggest you remove less ads at a time 
and retry it after some time. If you still see errors after trying this please 
send the complete request and response logs via reply privately to the author 
option for further investigation.

I hope this helps. Please let me know if you have any further questions.

Regards,
Xiaoming, Google Ads API Team
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