Current limiting stepper motor drivers act as switching voltage regulators, so the current drawn from the power supply can be substantially less than the motor current.
You MUST set the DRV8825 driver so that the current is limited to 1.5A or lower.
Post a link to the product page for exact stepper motor you have (or to the data sheet) and we can help you further.