By TMZ Sports

Canelo Alvarez and Gennady Golovkin weren't the only two people fighting at T-Mobile Arena in Las Vegas back in September. ... cops say veteran trainer Floyd Mayweather Sr. attacked a woman that night and now there's a warrant out for his arrest.

Law enforcement sources tell TMZ Sports ... the alleged incident went down in Las Vegas the early hours of September 17 ... following the big Canelo vs. GGG fight.

We're told the alleged victim was heading toward Floyd's car when an argument broke out between the two. Floyd allegedly told the woman to get out of the car, but she refused so he reached in and dragged her out by the leg.

65-year-old Floyd allegedly made things worse by punching her in the leg once she was out of the car. The accuser claims Floyd then got in the driver's seat and sped off without her.

The woman was hospitalized for minor injuries.

Officials eventually charged Floyd with misdemeanor battery and on January 16, a warrant was issued for his arrest, according to court records.

We spoke with Floyd's rep who tells us the alleged victim is "trying to extort money and she's angry because she's not getting the money from Floyd. It's not going the way she wants it to go."

Mayweather Sr. is best known as being the father and trainer of five division world champion Floyd Mayweather Jr., who retired from the sport last August after stopping UFC superstar Conor McGregor in the tenth round, also at the T-Mobile.

He also trained several other fighters over the years, including six division world champion Oscar De La Hoya, cruiserweight Andrew Tabiti, UK legend Ricky Hatton, former champion Chad Dawson and numerous others. He currently trains a stable of fighters, including undefeated rising prospect Devon Haney.