code: def tile(cls, op):
      if has_unknown_shape(*op.inputs):
          yield
      inputs = yield from unify_chunks(
          *[
              (input, list(range(input.ndim))[::-1])
              for input in op.inputs
          ]
      )
      output = op.outputs[0]
  
      chunk_shapes = [
          t.chunk_shape if hasattr(t, "chunk_shape") else t
          for t in inputs
      ]
      out_chunk_shape = broadcast_shape(*chunk_shapes)
  
      out_chunks = []
      nsplits = [[np.nan] * shape for shape in out_chunk_shape]
      get_index = lambda idx, t: tuple(
          0 if t.nsplits[i] == (1,) else ix for i, ix in enumerate(idx)
      )
      for out_idx in itertools.product(*(map(range, out_chunk_shape))):
          in_chunks = [
              t.cix[get_index(out_idx[-t.ndim :], t)]
              if t.ndim != 0
              else t.chunks[0]
              for t in inputs
          ]
          out_chunk = (
              op.copy()
              .reset_key()
              .new_chunk(
                  in_chunks,
                  shape=in_chunks[1].shape,
                  order=output.order,
                  index=out_idx,
              )
          )
          out_chunks.append(out_chunk)
          for i, idx, s in zip(
              itertools.count(0), out_idx, out_chunk.shape
          ):
              nsplits[i][idx] = s
  
      new_op = op.copy()
      return new_op.new_tensors(
          op.inputs,
          output.shape,
          order=output.order,
          chunks=out_chunks,
          nsplits=nsplits,
      )
  
imports: import itertools
  import numpy
  from ...None import opcodes
  from ...serialization.serializables import KeyField, StringField
  from ...utils import has_unknown_shape
  from ..utils import unify_chunks, broadcast_shape
  from ..operands import TensorOperand, TensorOperandMixin
  from ..datasource import tensor
  from .broadcast_to import broadcast_to
  from ..array_utils import as_same_device, device
label_desc: Use image node_id 10 for calling the TensorCopyTo obj's underlying member method code with example usage: obj.tile(cls, op) and returns: new_op