Do I have to claim the money in my SEP account as income?

I have a SEP account that my employer set up and contributed to years ago but now we have 401k. I never rolled my SEP over to my 401k. Since I never contributed to it and never made any withdrawals do I have to claim it as income or is it tax deductible?