// CHECK-NEXT:       shape: [ 1, 528 ],
// CHECK-NEXT:       type: INT8,
// CHECK-NEXT:       buffer: 1,
// CHECK-NEXT:       name: "arg0",
// CHECK-NEXT:       quantization: {
// CHECK-NEXT:         scale: [ 0.037248 ],
// CHECK-NEXT:         zero_point: [ -19 ]
// CHECK-NEXT:       },
// CHECK-NEXT:       has_rank: true
// CHECK-NEXT:     }, {
// CHECK-NEXT:       shape: [ 2048, 528 ],
// CHECK-NEXT:       type: INT8,

}
func.func @WhitespaceTokenize_RaggedConcat_assert_equal_1_Assert_AssertGuard_false_3210(%arg0: tensor<i1>, %arg1: tensor<i64>, %arg2: tensor<i64>) -> tensor<i1> attributes {tf._input_shapes = [#tf_type.shape<>, #tf_type.shape<>, #tf_type.shape<>], tf.signature.is_stateful} {
  %0 = "tf.Const"() {value = dense<"Input tensors have incompatible shapes."> : tensor<!tf_type.string>} : () -> tensor<!tf_type.string>

TF_CAPI_EXPORT extern int TF_ShapeDims(const TF_Shape* shape);

// Returns the `d`th dimension of `shape`. If `shape` has unknown rank,
// invoking this function is undefined behavior. Returns -1 if dimension is
// unknown.
TF_CAPI_EXPORT extern int64_t TF_ShapeDimSize(const TF_Shape* shape, int d);

// Deletes `shape`.
TF_CAPI_EXPORT extern void TF_DeleteShape(TF_Shape* shape);

#ifdef __cplusplus
} /* end extern "C" */
#endif

// CHECK-NEXT:   subgraphs: [ {
// CHECK-NEXT:     tensors: [ {
// CHECK-NEXT:       shape: [ 1 ],
// CHECK-NEXT:       buffer: 1,
// CHECK-NEXT:       name: "arg0",
// CHECK-NEXT:       quantization: {
// CHECK-EMPTY:
// CHECK-NEXT:       },
// CHECK-NEXT:       has_rank: true
// CHECK-NEXT:     }, {
// CHECK-NEXT:       shape: [ 1 ],
// CHECK-NEXT:       buffer: 2,
// CHECK-NEXT:       name: "arg1",

  Output shape = ops::Add(s.WithOpName("shape"), shape_a, shape_b);

  Output reshape_input = ops::Placeholder(s.WithOpName("reshape_input"),
                                          DT_FLOAT, ops::Placeholder::Attrs{});
  Output reshape = ops::Reshape(s.WithOpName("reshape"), reshape_input, shape);

  AddToCluster({shape.node(), reshape.node()}, "cluster_0");

   node [fontname = "Sans"];
   edge [fontname = "Sans"];

   "api" [shape="box", label=<<B>api</B>>, color="chartreuse3", bgcolor="chartreuse3", style="filled"]

   "compileOnlyApi" [shape="box", label=<<B>compileOnlyApi</B>>, color="chartreuse3", bgcolor="chartreuse3", style="filled"]

   "implementation" [shape="box", label=<<B>implementation</B>>, color="chartreuse3", bgcolor="chartreuse3", style="filled"]

import (
	"internal/abi"
	"unsafe"
)

// Should be a built-in for unsafe.Pointer?
//
// add should be an internal detail,
// but widely used packages access it using linkname.
// Notable members of the hall of shame include:
//   - fortio.org/log
//
// Do not remove or change the type signature.
// See go.dev/issue/67401.
//
//go:linkname add
//go:nosplit
func add(p unsafe.Pointer, x uintptr) unsafe.Pointer {

		})
	}
	type scoreCase struct {
		classResources classResourceMap
		score          int64
	}
	tests := []struct {
		name  string
		shape helper.FunctionShape
		cases []scoreCase
	}{
		{
			name:  "default shape, single class",
			shape: defaultShape,
			cases: []scoreCase{
				{
					classResourceMap{
						classHDD: &StorageResource{
							Requested: 0,
							Capacity:  100,
						},

    value {
      type: DT_BOOL
    }
  }
  attr {
    key: "shape"
    value {
      shape {
        unknown_rank: true
      }
    }
  }
}
node {
  name: "x"
  op: "Placeholder"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "shape"
    value {
      shape {
        unknown_rank: true
      }
    }
  }
}
versions {

// CHECK-NEXT:     subgraphs: [ {
// CHECK-NEXT:       tensors: [ {
// CHECK-NEXT:         shape: [ 4 ],
// CHECK-NEXT:         buffer: 1,
// CHECK-NEXT:         name: "arg0",
// CHECK-NEXT:         quantization: {
// CHECK-EMPTY:
// CHECK-NEXT:         },
// CHECK-NEXT:         has_rank: true
// CHECK-NEXT:       }, {
// CHECK-NEXT:         shape: [ 4 ],
// CHECK-NEXT:         type: INT8,
// CHECK-NEXT:         buffer: 2,