class CppGradients
    : public ::testing::TestWithParam<std::tuple<const char*, bool, bool>> {
 protected:
  void SetUp() override {
    TF_StatusPtr status(TF_NewStatus());
    TF_SetTracingImplementation(std::get<0>(GetParam()), status.get());
    Status s = StatusFromTF_Status(status.get());
    CHECK_EQ(errors::OK, s.code()) << s.message();
  }
};

Status RegisterGradients(GradientRegistry* registry) {

    TF_StatusPtr status(TF_NewStatus());
    TF_SetTracingImplementation(std::get<0>(GetParam()), status.get());
    status_ = StatusFromTF_Status(status.get());
    ASSERT_EQ(errors::OK, status_.code()) << status_.message();

    {
      AbstractContext* ctx_raw = nullptr;
      status_ =
          BuildImmediateExecutionContext(std::get<1>(GetParam()), &ctx_raw);
      ASSERT_EQ(errors::OK, status_.code()) << status_.message();

class CustomGradientTest
    : public ::testing::TestWithParam<std::tuple<const char*, bool, bool>> {
 protected:
  void SetUp() override {
    TF_StatusPtr status(TF_NewStatus());
    TF_SetTracingImplementation(std::get<0>(GetParam()), status.get());
    Status s = StatusFromTF_Status(status.get());
    CHECK_EQ(errors::OK, s.code()) << s.message();
  }
};

class PassThroughGradientFunction : public GradientFunction {
 public:

TEST_P(CSavedModelAPITest, LoadsSavedModelWithTags) {
  TF_Status* status = TF_NewStatus();
  TFE_ContextOptions* opts = TFE_NewContextOptions();
  bool use_tfrt = GetParam();
  if (use_tfrt) {
    TFE_DeleteContextOptions(opts);
    TF_DeleteStatus(status);
    GTEST_SKIP();  // TODO(chky) : Enable this once TFRT is open sourced.
  }

  TFE_ContextOptionsSetTfrt(opts, use_tfrt);

// or "pattern", whichever you prefer to think.

TEST_P(FooTest, DoesBlah) {
  // Inside a test, access the test parameter with the GetParam() method
  // of the TestWithParam<T> class:
  EXPECT_TRUE(foo.Blah(GetParam()));
  ...
}

TEST_P(FooTest, HasBlahBlah) {
  ...
}

// Finally, you can use INSTANTIATE_TEST_CASE_P to instantiate the test

                    workerConfiguration.setIsolationMode(isolationMode);

                    File outputFile = new File(outputDir, "out-" + index + ".txt");
                    workerConfiguration.setParams(index, outputFile);
                }
            });
        }
    }

    @OutputDirectory
    public File getOutputDir() {
        return outputDir;
    }

    @Input

    model_ = UnPackFlatBufferModel(*readonly_model_);
  }
};

TEST_P(QuantizeCustomOpTest, VerifyMixedQuantization) {
  auto status = QuantizeModelAllOperators(&model_, GetParam(), GetParam(),
                                          /*allow_float=*/true, GetParam(),
                                          output_buffer_);
  ASSERT_THAT(status, Eq(kTfLiteOk));
  const auto& subgraph = model_.subgraphs[0];

  auto status_or = GetTPUCompilationAndExecutionDevices(
      devices, std::get<0>(GetParam()), std::get<1>(GetParam()),
      std::get<2>(GetParam()), std::get<3>(GetParam()));
  ASSERT_FALSE(status_or.ok());
  EXPECT_EQ(status_or.status().message(), std::get<4>(GetParam()));
}

std::string TopologyWithMeshShape(llvm::ArrayRef<int> mesh_shape) {
  tpu::TopologyProto topology_proto;

Method <org.gradle.api.ActionConfiguration.getParams()> does not have raw return type assignable to org.gradle.api.provider.Property in (ActionConfiguration.java:0)
Method <org.gradle.api.AntBuilder.getAnt()> does not have raw return type assignable to org.gradle.api.provider.Provider in (AntBuilder.java:0)
Method <org.gradle.api.AntBuilder.getLifecycleLogLevel()> does not have raw return type assignable to org.gradle.api.provider.Property in (AntBuilder.java:0)

//   }
//   virtual void SetUp() {
//     // Can use GetParam() here.
//   }
//   virtual void TearDown {
//     // Can use GetParam() here.
//   }
// };
// TEST_P(FooTest, DoesBar) {
//   // Can use GetParam() method here.
//   Foo foo;
//   ASSERT_TRUE(foo.DoesBar(GetParam()));
// }
// INSTANTIATE_TEST_CASE_P(OneToTenRange, FooTest, ::testing::Range(1, 10));

template <typename T>