Block& block = func.front();
    Operation* terminator = block.getTerminator();

    // Replace input_arg(tensor<quant_type>) -> tfr.cast
    // with input_arg(tensor<storage_type>) -> tfr.cast
    for (BlockArgument arg : block.getArguments()) {
      Type arg_type = arg.getType();
      if (auto quant_type = arg_type.cast<TensorType>()
                                .getElementType()

TfLiteStatus QuantizeWeights(flatbuffers::FlatBufferBuilder* builder,
                             const tflite::Model* input_model,
                             BufferType quant_type,
                             bool use_updated_hybrid_scheme) {
  tflite::TensorType inference_type;
  switch (quant_type) {
    case BufferType::QUANTIZED_FLOAT16:
      inference_type = tflite::TensorType_FLOAT16;
      break;
    default:

TfLiteStatus QuantizeWeights(flatbuffers::FlatBufferBuilder* builder,
                             const tflite::Model* input_model,
                             BufferType quant_type = BufferType::QUANTIZED_INT8,
                             bool use_updated_hybrid_scheme = true);

TfLiteStatus QuantizeWeights(flatbuffers::FlatBufferBuilder* builder,

#include <memory>
#include <string>

#include <gmock/gmock.h>
#include <gtest/gtest.h>
#include "llvm/Support/Casting.h"
#include "mlir/Dialect/Quant/QuantOps.h"  // from @llvm-project
#include "mlir/Dialect/Quant/QuantTypes.h"  // from @llvm-project
#include "mlir/Dialect/SparseTensor/IR/SparseTensor.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project
#include "mlir/IR/MLIRContext.h"  // from @llvm-project

#include "tensorflow/core/framework/types.pb.h"

namespace mlir::quant::tensorflow {

bool IsTFQintType(const Type type) {
  return mlir::isa<TF::Qint8Type, TF::Qint16Type, TF::Qint32Type,
                   TF::Quint8Type, TF::Quint16Type>(type);
}

Type GetIntTypeFromTFQint(const Type type) {
  return TypeSwitch<Type, Type>(type)
      .Case<TF::Qint8Type>(
          [&type](Type) { return IntegerType::get(type.getContext(), 8); })

#include "mlir/Dialect/Func/Extensions/AllExtensions.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Quant/QuantOps.h"  // from @llvm-project
#include "mlir/Dialect/Quant/QuantTypes.h"  // from @llvm-project
#include "mlir/Dialect/SCF/IR/SCF.h"  // from @llvm-project
#include "mlir/Dialect/Shape/IR/Shape.h"  // from @llvm-project
#include "mlir/InitAllDialects.h"  // from @llvm-project

#include "mlir/Dialect/Func/Extensions/AllExtensions.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Quant/QuantTypes.h"  // from @llvm-project
#include "mlir/Dialect/SCF/IR/SCF.h"  // from @llvm-project
#include "mlir/Dialect/Shape/IR/Shape.h"  // from @llvm-project
#include "mlir/InitAllDialects.h"  // from @llvm-project

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

#include "mlir/Dialect/Arith/IR/Arith.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Dialect/Quant/QuantTypes.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributeInterfaces.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project
#include "mlir/IR/Matchers.h"  // from @llvm-project

#define TENSORFLOW_COMPILER_MLIR_LITE_UTILS_CONST_TENSOR_UTILS_H_

#include <stdbool.h>

#include <cstdint>
#include <vector>

#include "absl/status/statusor.h"
#include "mlir/Dialect/Quant/QuantTypes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/BuiltinTypes.h"  // from @llvm-project
#include "tensorflow/compiler/mlir/lite/schema/schema_generated.h"

Request

```
curl -u <CLIENT_ID>:<CLIENT_SECRET> -k -d "grant_type=client_credentials" -H "Content-Type:application/x-www-form-urlencoded" https://<IS_HOST>:<IS_HTTPS_PORT>/oauth2/token
```

Example:

```
curl -u PoEgXP6uVO45IsENRngDXj5Au5Ya:eKsw6z8CtOJVBtrOWvhRWL4TUCga -k -d "grant_type=client_credentials" -H "Content-Type:application/x-www-form-urlencoded" https://localhost:9443/oauth2/token
```