code: def _convert_param_map(params):
      inputs = {}
      for name, param in params.items():
          if isinstance(param, np.ndarray):
              param = _nd.array(param)
          inputs[name] = _expr.const(param)
      return inputs
  
imports: import warnings
  import numpy
  from tvm.ir import IRModule
  from tvm.target import Target
  from ..None import autotvm
  from ..None import nd
  from ..None import register_func
  from ..contrib import graph_executor
  from ..contrib import utils
  from ..runtime import load_module
  from ..runtime.executor import aot_executor
  from ..target import Target
  from .None import _build_module
  from .None import expr
  from .None import function
  from .None import ty
  from .backend import Executor, Runtime
  from .backend import executor_factory
  from .backend import interpreter
  from .backend.utils import mangle_module_name
  from .backend.vm import VMExecutor
  from .transform import InferType
label_desc: Use image node_id 1 for calling a global function with example usage: _convert_param_map(params) and returns: inputs