code: def test_depthwise_conv2d_layer(
      _x_ic_oc_f_s_d_df_p,
      weight_initializer,
      bias_initializer,
      init_with_v,
      method_with_v,
      on_device,
      class_name,
      method_name,
      backend_fw,
      ground_truth_backend,
      init_flags,
      method_flags,
  ):
      (
          input_dtype,
          vals,
          input_channels,
          output_channels,
          filter_shape,
          strides,
          dilations,
          data_format,
          padding,
      ) = _x_ic_oc_f_s_d_df_p
      assume(
          backend_fw != "tensorflow" or dilations <= 1 or strides <= 1
      )
      helpers.test_method(
          backend_to_test=backend_fw,
          ground_truth_backend=ground_truth_backend,
          init_flags=init_flags,
          method_flags=method_flags,
          init_all_as_kwargs_np={
              "num_channels": input_channels,
              "filter_shape": filter_shape,
              "strides": strides,
              "padding": padding,
              "weight_initializer": weight_initializer,
              "bias_initializer": bias_initializer,
              "data_format": data_format,
              "dilations": dilations,
              "device": on_device,
              "dtype": input_dtype[0],
          },
          method_input_dtypes=input_dtype,
          method_all_as_kwargs_np={"inputs": vals[0]},
          class_name=class_name,
          method_name=method_name,
          init_with_v=init_with_v,
          method_with_v=method_with_v,
          rtol_=1e-02,
          atol_=1e-02,
          on_device=on_device,
      )
  
imports: import numpy
  from hypothesis import assume
  from hypothesis import strategies
  import ivy
  import ivy_tests.test_ivy.helpers
  from ivy.data_classes.container import Container
  from ivy.functional.ivy.gradients import _variable
  from ivy.functional.ivy.layers import _deconv_length
  from ivy_tests.test_ivy.helpers import handle_method
  from ivy_tests.test_ivy.helpers.assertions import assert_same_type_and_shape
  from ivy_tests.test_ivy.test_functional.test_experimental.test_nn import test_layers
  from ivy_tests.test_ivy.test_functional.test_experimental.test_nn.test_layers import _valid_dct
label_desc: Use image node_id 21 for calling a global function with example usage: test_depthwise_conv2d_layer(_x_ic_oc_f_s_d_df_p, weight_initializer, bias_initializer, init_with_v, method_with_v, on_device, class_name, method_name, backend_fw, ground_truth_backend, init_flags, method_flags) without return types