The invention discloses a punching machine capable of achieving quick feeding, and relates to the technical field of mechanical equipment. The punching machine is characterized in that supporting feetare mounted at the bottom of a rack; a plurality of feed rollers are mounted on the upper surface of the rack; rotating shafts of the plurality of feed rollers are connected through a belt; a servo feeding motor is mounted in the rack; a rotating shaft of the servo feeding motor is connected with the rotating shafts of the feed rollers through the belt; a mounting rack is mounted at the upper endof the rack through a connecting rack; downward pressing devices are mounted on the two sides of the lower end of the mounting rack; spring mounting pillars are mounted on downward pressing rods of the downward pressing devices; pressing wheels are mounted at the lower ends of the spring mounting pillars; a puncher is mounted in the middle of the mounting rack; a punching cutter is mounted on a punching rod of the puncher; a punching mold mounting rack is mounted in the position, corresponding to the punching cutter, on the rack; and a discharge guide barrel is mounted at the lower end of thepunching mold mounting rack. According to the punching machine, quick feeding is conveniently achieved, the feeding speed is high, accuracy is high, time is saved, and efficiency is high.