code: def get_task_dict(
      task_name_list: List[Union[str, lm_eval.base.Task]]
  ):
      task_name_dict = {
          task_name: get_task(task_name)()
          for task_name in task_name_list
          if isinstance(task_name, str)
      }
      task_name_from_object_dict = {
          get_task_name_from_object(task_object): task_object
          for task_object in task_name_list
          if not isinstance(task_object, str)
      }
      assert set(task_name_dict.keys()).isdisjoint(
          set(task_name_from_object_dict.keys())
      )
      return {**task_name_dict, **task_name_from_object_dict}
  
imports: from pprint import pprint
  from typing import List, Union
  import inspect
  import sacrebleu
  import lm_eval.base
  from .None import superglue
  from .None import glue
  from .None import arc
  from .None import coqa
  from .None import race
  from .None import webqs
  from .None import anli
  from .None import wsc273
  from .None import winogrande
  from .None import quac
  from .None import hellaswag
  from .None import swag
  from .None import openbookqa
  from .None import squad
  from .None import naturalqs
  from .None import sat
  from .None import arithmetic
  from .None import lambada
  from .None import piqa
  from .None import prost
  from .None import mc_taco
  from .None import triviaqa
  from .None import pubmedqa
  from .None import sciq
  from .None import qasper
  from .None import qa4mre
  from .None import translation
  from .None import headqa
  from .None import mathqa
  from .None import hendrycks_ethics
  from .None import drop
  from .None import unscramble
  from .None import logiqa
  from .None import hendrycks_test
  from .None import hendrycks_math
  from .None import cbt
  from .None import lambada_cloze
  from .None import pile
  from .None import wikitext
  from .None import lambada_multilingual
  from .None import mutual
  from .None import truthfulqa
  from .None import blimp
  from .None import asdiv
  from .None import gsm8k
  from .None import storycloze
  from .None import toxigen
  from .None import crowspairs
  from .ja import jsquad
  from .ja import jaquad
  from .ja import jcommonsenseqa
  from .ja import jnli
  from .ja import marc_ja
  from .ja import jcola
  from .ja import jblimp
  from .ja import wikilingua_ja
  from .ja import xwinograd_ja
  from .ja import xlsum_ja
  from .ja import jaqket_v1
  from .ja import jaqket_v2
  from .ja import mgsm
label_desc: Use image node_id 4 for calling a global function with example usage: get_task_dict(task_name_list) and returns: dict