code: def test_conv1d():
      for layout in ["NCW", "NWC"]:
          # Most basic test case
          verify_conv1d(1, 1, 8, 1, 3, 1, 1, "VALID", layout)
          # With padding
          verify_conv1d(1, 1, 8, 1, 3, 1, 1, "SAME", layout)
          # Realistic dimensions
          verify_conv1d(1, 16, 32, 16, 3, 1, 1, "SAME", layout)
          # With stride
          verify_conv1d(1, 16, 32, 16, 3, 2, 1, "SAME", layout)
          # With dilation
          verify_conv1d(1, 16, 32, 16, 3, 1, 2, "SAME", layout)
          # Large batch size
          verify_conv1d(8, 16, 32, 16, 3, 1, 1, "SAME", layout)
          # Other kernel sizes
          verify_conv1d(1, 16, 32, 16, 3, 1, 1, "SAME", layout)
          verify_conv1d(1, 16, 32, 16, 2, 1, 1, "SAME", layout)
          verify_conv1d(1, 16, 32, 16, 1, 1, 1, "SAME", layout)
          # Non-power-of-two shape
          verify_conv1d(1, 17, 12, 21, 3, 1, 1, "SAME", layout)
          verify_conv1d(1, 5, 27, 18, 3, 1, 1, "VALID", layout)
  
file_path: tvm/tests/python/topi/test_topi_conv1d.py
imports: import numpy
  import itertools
  import tvm
  from tvm import te
  from tvm import topi
  import tvm.testing
  import tvm.topi.testing
  from tvm.contrib.pickle_memoize import memoize
  from tvm.topi.utils import get_const_tuple
label_desc: Use image node_id 2 for calling a global function with example usage: test_conv1d() without return types