extract lines that match a list of words in another file

I have file 1 which have those lines: ATM 1434.972183 BMPR2 10762.78192 BMPR2 10762.78192 BMPR2 1469.14535 BMPR2 1469.14535 BMPR2 1738.479639 BMS1 4907.841667 BMS1 4907.841667 BMS1 880.4532628 BMS1 880.4532628 BMS1P17 1249.75 BMS1P17 1249.75 BMS1P17 1606.821429 BMS1P17 1606.821429 BMS1P17 1666.333333 BMS1P17 1666.333333 BMS1P17 2108.460317 BMS1P17 2108 And file 2 have a list of words: ATM BMS1 So, the output will be like this: ATM 1434.972183 BMS1 4907.841667 BMS1 4907.841667 BMS1 880.4532628 BMS1 880.4532628 I know it's really a duplicate question, but I tried all types of grep and sed and awk, maybe it will works with you guys with this tiny example but I have a very huge file > 1M lines and all previous way doesn't help it return part of the lines that containing those words although there are other words in file 2 that matches the lines from file 1