Accelstepper stepping selection

You haven't called setAcceleration() in setup() - you need to tune both maxspeed and max acceleration to
the motor and its load.

try microstepping x8 or x16 if you have resonance issues. An unloaded stepper is the worst case for resonance
as is full stepping.