activation_fn: Optional[ops.Operation],
      has_batch_norm: bool,
      input_shape_dynamic: bool,
      enable_per_channel_quantized_weight: bool,
      merge_fusion_with_dequantize: bool,
      dilations: Sequence[int] = None,
      has_func_alias: bool = False,
  ):
    input_shape = (None, 3, 4, 3) if input_shape_dynamic else (1, 3, 4, 3)
    filter_shape = (2, 3, 3, 2)
    strides = (1, 1, 1, 1)