import numpy as np def interpolate(x0, x1, t): raise NotImplementedError def target_velocity(x0, x1): raise NotImplementedError def flow_matching_loss(velocity_fn, x0, x1, t): raise NotImplementedError def euler_sample(velocity_fn, x0, num_steps): raise NotImplementedError