code: def input_np(input_shape, dtype):
      if "int" in dtype:
          data = np.random.random(input_shape).astype("float32")
      elif "float" in dtype:
          data = np.random.random(input_shape).astype(dtype)
      return data
  
imports: import pytest
  import numpy
  from tvm import te, topi
  import tvm.testing
  from tvm.topi import testing
  from tvm.contrib.hexagon.build import HexagonLauncher
  from tvm.contrib.hexagon.session import Session
  import tvm.topi.hexagon.qnn
  import tvm.topi.hexagon.slice_ops
  from ...infrastructure import transform_numpy, quantize_np
  from tvm.contrib.hexagon import allocate_hexagon_array
label_desc: Use image node_id 1 for calling a global function with example usage: input_np(input_shape, dtype) and returns: data