code: def bench_with_blobs(
      gpubenchmark, algo_name, bench_step, blobs2  # noqa: F811
  ):
      # Lump together a bunch of simple blobs-based tests
      _benchmark_algo(gpubenchmark, algo_name, bench_step, blobs2)
  
file_path: cuml/python/cuml/benchmark/automated/bench_dimensionality_reduction.py
imports: import pytest
  from .utils.utils import _benchmark_algo, fixture_generation_helper
  from .utils.utils import bench_step
  from ..None import datagen
label_desc: Use image node_id 5 for calling a global function with example usage: bench_with_blobs(gpubenchmark, algo_name, bench_step, blobs2) without return types