grad,
          strides=strides,
          padding=padding,
          dilations=dilations,
          data_format='NHWC'),
      tf.compat.v1.nn.conv2d_backprop_filter(
          op.inputs[0],
          shape_1,
          grad,
          strides=strides,
          padding=padding,
          dilations=dilations,
          data_format='NHWC'), bias_grad
  ]


@Composite(

      },
      {
          'testcase_name': 'dilation',
          'activation_fn': None,
          'has_bias': False,
          'has_batch_norm': False,
          'target_opset': quant_opts_pb2.TF,
          'input_shape_dynamic': False,
          'enable_per_channel_quantization': False,
          'dilations': [1, 2, 2, 1],
      },
      {
          'testcase_name': 'relu',

                              llvm::StringMap<Attribute>& identifier_to_attr) {
  ArrayAttr dilations =
      mlir::dyn_cast<ArrayAttr>(identifier_to_attr["dilations"]);
  const int dilation_h = mlir::cast<IntegerAttr>(dilations[1]).getInt();
  const int dilation_w = mlir::cast<IntegerAttr>(dilations[2]).getInt();
  return rewriter.getI64ArrayAttr({dilation_h, dilation_w});
}

Attribute GetPaddingValue(PatternRewriter& rewriter,

API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,APIResourceList,APIResources
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,Duration,Duration
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,InternalEvent,Object
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,InternalEvent,Type
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,MicroTime,Time

John Howard <******@****.***> 1709052916 -0800

API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,InternalEvent,Object
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,InternalEvent,Type
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,MicroTime,Time
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,StatusCause,Type
API rule violation: names_match,k8s.io/apimachinery/pkg/apis/meta/v1,Time,Time

      int dilation_i = mlir::cast<IntegerAttr>(dilations[i]).getInt();
      int out_size = tflite::ComputeOutSize(kTfLitePaddingSame, input_size,
                                            filter_size, stride_i, dilation_i);

      int offset = 0;
      int padding_before = tflite::ComputePaddingWithOffset(
          stride_i, dilation_i, input_size, filter_size, out_size, &offset);

	"k8s.io/kubernetes/pkg/controller"
	"k8s.io/kubernetes/pkg/controller/namespace/deletion"

	"k8s.io/klog/v2"
)

const (
	// namespaceDeletionGracePeriod is the time period to wait before processing a received namespace event.
	// This allows time for the following to occur:
	// * lifecycle admission plugins on HA apiservers to also observe a namespace
	//   deletion and prevent new objects from being created in the terminating namespace

      TCresVTEtIsSameAsOpBase<0, 2>>,
    Pure]> {
  let summary = "Dilation operator";

  let description = "Extends a tensor by adding new elements between the existing ones.";

  let arguments = (ins
     TFL_TensorOf<[I8, I16, I32, I64, UI8, UI16, UI32, UI64, F32, F64]>:$input,
     TFL_TensorOf<[I32]>:$dilations,
     TFL_0DTensorOf<[I8, I16, I32, I64, UI8, UI16, UI32, UI64, F32, F64]>:$padding_value
  );

	// verify pod is not queued for deletion
	if controller.taintEvictionQueue.GetWorkerUnsafe(podNamespacedName.String()) != nil {
		t.Fatalf("pod queued for deletion with no taints")
	}

	// no taint -> infinitely tolerated taint
	nodeIndexer.Update(singleTaintedNode)
	controller.handleNodeUpdate(ctx, nodeUpdateItem{"node1"})
	// verify pod is not queued for deletion