* [TestModuleKind][org.jetbrains.kotlin.analysis.test.framework.test.configurators.TestModuleKind] supplied by generated tests applies to
 * the expansion-site module instead of the use-site module in these tests, as we want to check the `KaType` when it's built with an

    @Deprecated("Use `callableId` instead.", ReplaceWith("callableId"))
    public val callableIdIfNonLocal: CallableId? get() = callableId

    /**
     * Applies a [substitutor] to the given signature and return a new signature with substituted types.
     *
     * @see KaSubstitutor.substitute
     */
    public abstract fun substitute(substitutor: KaSubstitutor): KaCallableSignature<S>

// pass and folders are not applied by default.
class UnfoldSplatConstantPass
    : public impl::UnfoldSplatConstantPassBase<UnfoldSplatConstantPass> {
 public:
  void runOnOperation() override {
    auto module = getOperation();

    mlir::OpBuilder op_builder(&module.getBodyRegion());
    // Cannot use the pattern rewriter because the driver applies folders by
    // default.

//       value {dimension_specs {dimension: 3}}}
//   }}
// }
// ```
//
// This preset:
//   * Applies per-channel quantization for weights (input index 1) of
//     convolution quantizable unit family. The quantization dimension is 3, the
//     channel dimension, which assumes the weight tensor is in NHWC format.
//   * Applies static-range PTQ for all other ops.
//
// Next ID: 4
message StaticRangePtqPreset {

	flag.BindEnv(fs, constants.ProxyUID, "u",
		"Specify the UID of the user for which the redirection is not applied. Typically, this is the UID of the proxy container.",
		&cfg.ProxyUID)

	flag.BindEnv(fs, constants.ProxyGID, "g",
		"Specify the GID of the user for which the redirection is not applied (same default value as -u param).",
		&cfg.ProxyGID)

	flag.BindEnv(fs, constants.InboundInterceptionMode, "m",

However, the latest Java version may only be supported for compilation or testing, not for running Gradle.
Support is achieved using <<toolchains#toolchains,toolchains>> and applies to all tasks supporting toolchains.

See the table below for the Java version supported by a specific Gradle release:

.Java Compatibility
|===
|Java version | Support for toolchains | Support for running Gradle

==============================================================================*/
// Copied and modified from
// //third_party/tensorflow/compiler/mlir/lite/transforms/prepare_quantize_dynamic_range.cc
// This transformation pass applies quantization propagation on TF dialect.

#include <algorithm>
#include <memory>
#include <string>
#include <utility>
#include <vector>

#include "mlir/Dialect/Arith/IR/Arith.h"  // from @llvm-project

See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

// This transformation pass applies quantization on TFLite dialect.

#include <cstddef>
#include <string>
#include <utility>

#include "absl/container/flat_hash_set.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/StringSwitch.h"

std::unique_ptr<Pass> createFoldBroadcastPass();

// Creates a pass which fuses MHLO binary element-wise ops and convolution op.
std::unique_ptr<Pass> createFuseConvolutionPass();

// Creates a pass which applies various optimizations on MHLO IR.
std::unique_ptr<Pass> createOptimizePass();

// Creates a pass that finds quantization patterns and compose them to uniform
// quantized types.
std::unique_ptr<OperationPass<ModuleOp>>

//   - `dry-run` mode in is now configurable in InitConfiguration and JoinConfiguration config files.
//   - Replace the existing string/string extra argument maps with structured extra arguments that support duplicates.
//     The change applies to `ClusterConfiguration` - `APIServer.ExtraArgs, `ControllerManager.ExtraArgs`,
//     `Scheduler.ExtraArgs`, `Etcd.Local.ExtraArgs`. Also to `NodeRegistrationOptions.KubeletExtraArgs`.