Finding construction supplies wholesale distributors

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Looking for local wholesale distributors to cut my bottom line on residential rehabs. There is a home depot and lowe's near me along with several other construction suply companies but I want to buy from the guy the retailer does. I am aware about certain discounts you can get through home depot/lowe's through use of credit cards and coupons but I want to cut out the retailer all together and buy directly from the wholesaler, in bulk if I have to. 

I've been searching my area for over an hour online and haven't been able to find any wholesalers that are a "one stop shop" if you will. Any suggestions on how to find a distributor to cut bottom line? 

Thanks!!