code: def set_seed_variously_for_context(
      ctx, init_seed, num_init_seeds, final_seed
  ):
      end_seed = init_seed + num_init_seeds
      for seed in range(init_seed, end_seed):
          mx.random.seed(seed, ctx=ctx)
      mx.random.seed(final_seed, ctx=ctx)
      return end_seed
  
imports: import os
  import math
  import itertools
  import mxnet
  from mxnet.test_utils import verify_generator, gen_buckets_probs_with_ppf, assert_almost_equal
  import numpy
  import random
  from common import retry, random_seed
  import scipy.stats
  import unittest
  import pytest
  from mxnet.test_utils import *
  from mxnet.base import MXNetError
  from common import assertRaises
label_desc: Use image node_id 8 for calling a global function with example usage: set_seed_variously_for_context(ctx, init_seed, num_init_seeds, final_seed) and returns: end_seed