code: def _start_run_(run, state):
      resources = _run_resources(run, quiet=True)
      _log_scheduling(run, resources)
      run_kwargs = {
          "restart": run.id,
          "extra_env": _run_env(run),
          "gpus": state.gpus,
      }
      future = state.client.submit(
          _run,
          run=run,
          run_kwargs=run_kwargs,
          key=_run_key(run),
          resources=resources,
      )
      state.futures.append(future)
  
imports: import argparse
  import logging
  import time
  from guild import _api
  from guild import util
  from .None import gen_queue
label_desc: Use image node_id 19 for calling a global function with example usage: _start_run_(run, state) without return types