code: def translate_code(code):
      if backend == "c-rocm":
          code = parse_launch_bounds(code)
          code = "#include <hip/hip_runtime.h>\n#include <hip/hip_fp16.h>\n\n" + code.replace(
              "(__shared__ float4*)", "(float4*)"
          ).replace(
              "#include <cuda_fp16.h>", ""
          ).replace(
              "typedef unsigned long long uint64_t;", ""
          )
      elif backend in ["#cuda", "c-cuda"]:
          code = parse_launch_bounds(code)
          code = (
              "#include <cuda_runtime.h>\n#include <cuda_fp16.h>\n\n"
              + code
          )
      else:
          raise Exception("Unrecognized backend: %s" % backend)
      return code
  
imports: import numpy
  import tvm
  import logging
  import math
  import re
  import sys, time, subprocess, os, random, hashlib
  from tvm import autotvm
  import topi
  import json
  from topi.util import get_const_tuple
  import importlib
  from tvm.autotvm.task.dispatcher import ApplyConfig
  from tvm.autotvm.task import ConfigEntity
  from threading import Timer
label_desc: Use image node_id 7 for calling a global function with example usage: translate_code(code) and returns: code