If I stop a long running query, does it rollback?

A query that is used to loop through 17 millions records to remove duplicates has been running now for about 16 hours and I wanted to know if the query is stopped right now if it will finalize the delete statements or if it has been deleting while running this query? Indeed, if I do stop it, does it finalize the deletes or rolls back?

I have found that when I do a

 select count(*) from myTable

That the rows that it returns (while doing this query) is about 5 less than what the starting row count was. Obviously the server resources are extremely poor, so does that mean that this process has taken 16 hours to find 5 duplicates (when there are actually thousands), and this could be running for days?

This query took 6 seconds on 2000 rows of test data, and it works great on that set of data, so I figured it would take 15 hours for the complete set.

Any ideas?

Below is the query:

--Declare the looping variable
DECLARE @LoopVar char(10)


    DECLARE
     --Set private variables that will be used throughout
      @long DECIMAL,
      @lat DECIMAL,
      @phoneNumber char(10),
      @businessname varchar(64),
      @winner char(10)

    SET @LoopVar = (SELECT MIN(RecordID) FROM MyTable)

    WHILE @LoopVar is not null
    BEGIN

      --initialize the private variables (essentially this is a .ctor)
      SELECT 
        @long = null,
        @lat = null,
        @businessname = null,
        @phoneNumber = null,
        @winner = null

      -- load data from the row declared when setting @LoopVar  
      SELECT
        @long = longitude,
        @lat = latitude,
        @businessname = BusinessName,
        @phoneNumber = Phone
      FROM MyTable
      WHERE RecordID = @LoopVar

      --find the winning row with that data. The winning row means 
      SELECT top 1 @Winner = RecordID
      FROM MyTable
      WHERE @long = longitude
        AND @lat = latitude
        AND @b