code: def lp_normalize(
      x: JaxArray,
      /,
      *,
      p: float = 2,
      axis: Optional[int] = None,
      out: Optional[JaxArray] = None,
  ) -> JaxArray:
      if axis is None:
          denorm = jnp.linalg.norm(x.flatten(), axis=axis, ord=p)
      else:
          denorm = jnp.linalg.norm(x, axis=axis, ord=p, keepdims=True)
  
      denorm = jnp.maximum(denorm, 1e-12)
      return jnp.divide(x, denorm)
  
imports: import jax.numpy
  from typing import Optional
  from ivy.functional.backends.jax import JaxArray
label_desc: Use image node_id 3 for calling a global function with example usage: lp_normalize() and returns: jnp