Avoid deadlocks in SQL transactions while using parallel.foreach

I have a situation here, I need to insert a record in 10 tables and that's need to b atomic in nature hence I am using transaction, this need to be done for a collection of records and need to have better performance hence can't use sequential approach. However the SQL Transactions are causing deadlock in Parallel.ForEach and thus I need a different solution. Could anyone please advise how I can achieve this parallel processing with encountering any deadlocks??

int[] itemListArr = GetAllItems();
        Parallel.ForEach(Partitioner.Create(0, itemListArr.Count(), 5),
            new ParallelOptions { MaxDegreeOfParallelism = 8 },
            (range) =>
            {
                for (int i = rangeFrom; i < rangeTo; i++)
                {
                    _database.BeginTransaction(connectionString);
                    try
                    {
                        foreach (var table in _template.Tables)
                        {

                            sqlCmd = string.Format(insertQuery, table.DestinationTable, strColumns, strColumnsValue);
                            _database.InsertWithMultiTransaction(sqlCmd);
                        }

                        _database.CommitTransaction();
                    }
                    catch (Exception ex)
                    {
                        _database.RollbackTransaction();
                    }

                }
            });