#include <algorithm>
#include <iterator>
#include <string>
#include <tuple>
#include <type_traits>
#include <utility>
#include <vector>

#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/StringRef.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project

==============================================================================*/

#include <climits>
#include <cstdint>
#include <numeric>

#include "absl/memory/memory.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/StringSwitch.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/Debug.h"
#include "mlir/Dialect/Affine/Analysis/LoopAnalysis.h"  // from @llvm-project

limitations under the License.
==============================================================================*/

#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/ADT/StringSet.h"
#include "mlir/Dialect/Arith/IR/Arith.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project

#ifndef TENSORFLOW_COMPILER_MLIR_TENSORFLOW_UTILS_CONVERT_TENSOR_H_
#define TENSORFLOW_COMPILER_MLIR_TENSORFLOW_UTILS_CONVERT_TENSOR_H_

#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/SmallVector.h"
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "tensorflow/compiler/mlir/tensorflow/ir/tf_attributes.h"

#ifndef TENSORFLOW_COMPILER_MLIR_TENSORFLOW_IR_TF_OP_INTERFACES_H_
#define TENSORFLOW_COMPILER_MLIR_TENSORFLOW_IR_TF_OP_INTERFACES_H_

#include <string>

#include "llvm/ADT/DenseMapInfo.h"
#include "llvm/ADT/Hashing.h"
#include "llvm/ADT/StringRef.h"
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/OpImplementation.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project

#include "tensorflow/compiler/mlir/quantization/stablehlo/utils/tf_type_utils.h"

#include "absl/status/status.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/ADT/TypeSwitch.h"
#include "llvm/Support/Casting.h"
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project

==============================================================================*/

#include <memory>
#include <string>

#include "absl/container/flat_hash_set.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/StringRef.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Block.h"  // from @llvm-project

limitations under the License.
==============================================================================*/

#include <memory>
#include <string>

#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/DenseSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/CommandLine.h"
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/MLIRContext.h"  // from @llvm-project

#ifndef TENSORFLOW_COMPILER_MLIR_TENSORFLOW_ANALYSIS_RESOURCE_VALUE_TYPED_ANALYZER_H_
#define TENSORFLOW_COMPILER_MLIR_TENSORFLOW_ANALYSIS_RESOURCE_VALUE_TYPED_ANALYZER_H_

#include <tuple>

#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/StringRef.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/IR/BuiltinOps.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project

#define TENSORFLOW_COMPILER_MLIR_TENSORFLOW_UTILS_XLA_SHARDING_UTIL_H_

#include <map>
#include <string>

#include "absl/status/statusor.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/StringRef.h"
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project