TensorOf<[AnyInteger, AnyFloat, AnyComplex]>:$updates, $shape, ConstantStrAttr<StrAttr, "">),
      (TF_TensorScatterAddOp
       (TF_FillOp $shape, (TF_ConstOp (GetScalarOfType<0> $updates))),
       $indices, $updates)>;

def LowerScatterNdOpDefaultBadIndicesPolicy :
  Pat<(TF_ScatterNdOp $indices,
       TensorOf<[AnyInteger, AnyFloat, AnyComplex]>:$updates, $shape, ConstantStrAttr<StrAttr, "DEFAULT">),
      (TF_TensorScatterAddOp

#include <string>
#include <utility>

#include "llvm/ADT/StringRef.h"
#include "mlir/Dialect/Arith/IR/Arith.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Shape/IR/Shape.h"  // from @llvm-project
#include "mlir/Dialect/Tensor/IR/Tensor.h"  // from @llvm-project
#include "mlir/IR/Dialect.h"  // from @llvm-project
#include "mlir/IR/PatternMatch.h"  // from @llvm-project

  %cst = "tf.Const"() <{value = dense<1> : tensor<i32>}> {device = ""} : () -> tensor<i32>
  %0 = "tf.MultiDeviceIteratorFromStringHandle"(%arg0) <{output_shapes = [#tf_type.shape<>], output_types = [!tf_type.string]}> {device = ""} : (tensor<!tf_type.string>) -> tensor<!tf_type.resource>

// For generic functions this differs from f.Function in that this doesn't replace
// the shape name to "...".
//
// runtime_FrameSymbolName should be an internal detail,
// but widely used packages access it using linkname.
// Notable members of the hall of shame include:
//   - github.com/grafana/pyroscope-go/godeltaprof
//
// Do not remove or change the type signature.

element. For example, if you have a single image of shape `[height, width,
channels]`, you can make it a batch of 1 image with `expand_dims(image, 0)`,
which will make the shape `[1, height, width, channels]`.

Other examples:

```
# 't' is a tensor of shape [2]
shape(expand_dims(t, 0)) ==> [1, 2]
shape(expand_dims(t, 1)) ==> [2, 1]
shape(expand_dims(t, -1)) ==> [2, 1]

	</modules>
	<build>
		<pluginManagement>
			<plugins>
				<plugin>
					<groupId>org.apache.maven.plugins</groupId>
					<artifactId>maven-shade-plugin</artifactId>
					<executions>
						<execution>
							<phase>package</phase>
							<goals>
								<goal>shade</goal>
							</goals>
							<configuration>
								<artifactSet>
									<includes>
										<include>org.dbflute:dbflute-runtime</include>

def LegalizeRandomUniform : Pat<
  (TF_RandomUniformOp $shape, $seed, $seed2),
  (TFL_RandomUniformOp $shape, (convertIntAttrTo64Bit $seed),
   (convertIntAttrTo64Bit $seed2))>;

def LegalizeRandomStandardNormal : Pat<
  (TF_RandomStandardNormalOp $shape, $seed, $seed2),
  (TFL_RandomStandardNormalOp $shape, (convertIntAttrTo64Bit $seed),
   (convertIntAttrTo64Bit $seed2))>;

  zero->setAttr(kICIWeightDistributionMlirBridgeMarker,
                builder.getBoolAttr(true));
  ConstOp shape = builder.create<ConstOp>(loc, shape_attr);
  shape->setAttr(kICIWeightDistributionMlirBridgeMarker,
                 builder.getBoolAttr(true));
  FillOp fill = builder.create<FillOp>(loc, shape, zero);
  fill->setAttr(kICIWeightDistributionMlirBridgeMarker,
                builder.getBoolAttr(true));
  return fill;

// Notable members of the hall of shame include:
//   - github.com/ebitengine/purego
//
// Do not remove or change the type signature.
// See go.dev/issue/67401.
//
//go:linkname _cgo_setenv
var _cgo_setenv unsafe.Pointer // pointer to C function

// _cgo_unsetenv should be an internal detail,
// but widely used packages access it using linkname.
// Notable members of the hall of shame include:
//   - github.com/ebitengine/purego

        input_tensor->quantization->max.push_back(1.0);

        auto& output_tensor = sub_graph->tensors[op->outputs[0]];
        auto shape = output_tensor->shape;
        output_tensor->quantization->scale.clear();
        output_tensor->quantization->zero_point.clear();
        for (int i = 0; i < shape.back(); ++i) {
          output_tensor->quantization->min.push_back(-1.0 * i);
          output_tensor->quantization->max.push_back(1.0 * i);