^bb0(%arg0: tensor<4x4x4xf32>) :
  %shape0 = arith.constant dense<[16, 4]> : tensor<2xi32>
  %shape1 = arith.constant dense<[64]> : tensor<1xi32>
  %0 = "tfl.reshape"(%arg0, %shape0) : (tensor<4x4x4xf32>, tensor<2xi32>) -> tensor<16x4xf32>
  %1 = "tfl.reshape"(%0, %shape1) : (tensor<16x4xf32>, tensor<1xi32>) -> tensor<64xf32>
  %2 = "tfl.reshape"(%0, %shape1) : (tensor<16x4xf32>, tensor<1xi32>) -> tensor<64xf32>
  %3 = arith.addf %1, %2 : tensor<64xf32>

TIP: This is one example of a staged migration. It may make more sense to include resource processing — such as properties files — and packaging with the compilation in this stage.

One important question you will have to ask yourself is how many tasks to migrate in each stage.

  bool strict_clusters =
      tensorflow::GetMlirCommonFlags()->tf_mlir_enable_strict_clusters;
  pm.addNestedPass<FuncOp>(
      mlir::tf_executor::CreateTFExecutorGraphPruningPass(ops_to_preserve));
  // It is assumed at this stage there are no V1 control flow ops as Graph
  // functionalization is ran before import. Ops can be lifted out of
  // tf_executor dialect islands/graphs.
  pm.addNestedPass<FuncOp>(

	}

	return gvk, ParseGroupKind(arg)
}

// GroupResource specifies a Group and a Resource, but does not force a version.  This is useful for identifying
// concepts during lookup stages without having partially valid types
type GroupResource struct {
	Group    string
	Resource string
}

func (gr GroupResource) WithVersion(version string) GroupVersionResource {

				if auditEventGot == nil {
					t.Fatal("expected an audit event object but got nil")
				}
				if auditEventGot.Stage != auditinternal.StageResponseStarted {
					t.Errorf("expected audit event Stage: %s, but got: %s", auditinternal.StageResponseStarted, auditEventGot.Stage)
				}
				if auditEventGot.ResponseStatus == nil {
					t.Fatal("expected a ResponseStatus field of the audit event object, but got nil")
				}

			io.WriteString(h, g.in[:len(g.in)/2])

			state, err := h.(encoding.BinaryMarshaler).MarshalBinary()
			if err != nil {
				t.Errorf("could not marshal: %v", err)
				continue
			}

			if string(state) != g.halfStateISO {
				t.Errorf("ISO crc64(%q) state = %q, want %q", g.in, state, g.halfStateISO)
				continue
			}

			if err := h2.(encoding.BinaryUnmarshaler).UnmarshalBinary(state); err != nil {

            @Override
            String getId() {
                return "id"
            }

            @Override
            String getStage() {
                return "STAGE"
            }

            @Override
            Transformer getTransformer() {
                return visitor
            }


            @Override
            String getExtractedData() {

		printunlock()
		return
	}
	state := (*[1 << 20]readState)(state1)[:n]
	{
		l := all
		for i := range state {
			s := &state[i]
			s.debugLogReader = l.w.r
			s.first = true
			s.lost = l.w.r.begin
			s.nextTick = s.peek()
			l = l.allLink
		}
	}

	// Print records.
	for {
		// Find the next record.
		var best struct {
			tick uint64
			i    int
		}

// PerChannel-DAG: %[[q_w2:.*]] = "tf.Const"() <{value = dense<{{[0-9]+}}> : tensor<2x3x3x2xi8>}> : () -> tensor<2x3x3x2xi8>
// PerChannel-DAG: %[[scale1:.*]] = "tf.Const"() <{value = dense<{{[0-9\.Ee\+\-]+}}> : tensor<3xf32>}> : () -> tensor<3xf32>
// PerChannel-DAG: %[[scale2:.*]] = "tf.Const"() <{value = dense<{{[0-9\.Ee\+\-]+}}> : tensor<6xf32>}> : () -> tensor<6xf32>

			state, err := h.(encoding.BinaryMarshaler).MarshalBinary()
			if err != nil {
				t.Errorf("could not marshal: %v", err)
				continue
			}

			if string(state) != g.halfStateIEEE {
				t.Errorf("IEEE(%q) state = %q, want %q", g.in, state, g.halfStateIEEE)
				continue
			}

			if err := h2.(encoding.BinaryUnmarshaler).UnmarshalBinary(state); err != nil {