code: def create_task(
      task_config,
      metadata=None,
      model_state=None,
      tensorizers=None,
      rank=0,
      world_size=1,
  ):
      """
      Create a task by finding task class in registry and invoking the from_config
      function of the class, see :meth:`~Task.from_config` for more details
      """
      return create_component(
          ComponentType.TASK,
          task_config,
          metadata,
          model_state,
          tensorizers=tensorizers,
          rank=rank,
          world_size=world_size,
      )
  
imports: from typing import List, Optional
  from pytext.common.constants import BatchContext
  from pytext.config import ConfigBase
  from pytext.config.component import Component, ComponentType, create_component, create_data_handler, create_exporter, create_featurizer, create_metric_reporter, create_model, create_trainer
  from pytext.config.field_config import FeatureConfig
  from pytext.data import DataHandler
  from pytext.data.featurizer import Featurizer, SimpleFeaturizer
  from pytext.exporters import ModelExporter
  from pytext.loss import KLDivergenceBCELoss, KLDivergenceCELoss
  from pytext.metric_reporters import MetricReporter
  from pytext.models import Model
  from pytext.trainers import Trainer
  from pytext.utils import cuda
  from pytext.utils.usage import log_class_usage
label_desc: Use image node_id 1 for calling a global function with example usage: create_task(task_config, metadata, model_state, tensorizers, rank, world_size) and returns: create_component