*/
    @KaAnalysisApiInternals
    public abstract fun afterLeavingAnalysis(session: KaSession, useSiteElement: KtElement)

    /**
     * [afterLeavingAnalysis] hooks into analysis *after* [analyze]'s action has been executed.
     *
     * The signature of [afterLeavingAnalysis] should be kept stable to avoid breaking binary compatibility, since [analyze] is inlined.
     */

    }

    private TestFile log(String logText) {
        def f = temp.file("log.txt")
        f.text = logText.stripIndent(true)
        return f
    }

  AddShapeLegalizationPasses(pm);
  pm.addNestedPass<func::FuncOp>(
      CreateConvertCustomAggregationOpToQuantStatsPass());
  pm.addPass(createQuantizeCompositeFunctionsPass(options));
  // Add an inliner pass to inline quantized StableHLO functions.
  pm.addPass(createInlinerPass());
  if (pipeline_config.unpack_quantized_types()) {
    AddStablehloQuantToIntPasses(pm);
  }
}

void AddWeightOnlyQuantizationPasses(

	startLine int32 // line number of start of function (func keyword/TEXT directive)
}

// An inlineUnwinder iterates over the stack of inlined calls at a PC by
// decoding the inline table. The last step of iteration is always the frame of
// the physical function, so there's always at least one frame.
//
// This is typically used as:
//

inline const char kMlirPh1BridgeCounterV1[] = "v1";
inline const char kMlirPh1BridgeCounterV2[] = "v2";
inline const char kMlirPh1BridgeCounterTpu[] = "tpu";
inline const char kMlirPh1BridgeCounterNonTpu[] = "cpu/gpu";
inline const char kXlaOutsideCompilation[] = "_xla_outside_compilation";

// Copies attributes that satisfy the given predicate from `from` to `to`.
template <typename Predicate>

// CHECK:   call @while_body
// CHECK:   yield
// CHECK: while_body
// CHECK: while_cond

// INLINE: tfl.while
// INLINE: ^bb0([[ARGS:.*]]):
// INLINE:   tf.Less
// INLINE:   yield
// INLINE: ^bb0([[ARGS]]):
// INLINE:   %cst_2 = arith.constant
// INLINE:   yield
// INLINE-NOT: while_body
// INLINE-NOT: while_cond

// CANON-LABEL:   func @while_main
// CANON-SAME:         ([[VAL_0:%.*]]: tensor<?x256x256xf32>)

}


inline fun <T : ReadContext, R> T.withImmediateMode(block: T.() -> R): R {
    val immediateMode = this.immediateMode
    try {
        this.immediateMode = true
        return block()
    } finally {
        this.immediateMode = immediateMode
    }
}

import org.gradle.internal.service.ServiceRegistry


internal
inline fun <reified T : Any> TaskInternal.serviceOf(): T =
    project.serviceOf()


inline fun <reified T : Any> Project.serviceOf(): T =
    (this as ProjectInternal).services.get()


inline fun <reified T : Any> GradleInternal.serviceOf(): T =
    services.get()


inline fun <reified T : Any> ServiceRegistry.get(): T =

 */
internal object Locks {
  inline fun <T> Dispatcher.withLock(action: () -> T): T {
    contract { callsInPlace(action, InvocationKind.EXACTLY_ONCE) }
    return lock.withLock(action)
  }

  inline fun <T> RealConnection.withLock(action: () -> T): T {
    contract { callsInPlace(action, InvocationKind.EXACTLY_ONCE) }
    return lock.withLock(action)
  }

  inline fun <T> RealCall.withLock(action: () -> T): T {

inline float CalculateBinWidth(const float min_value, const float max_value,
                               const int32_t num_bins) {
  const float raw_bin_width = (max_value - min_value) / num_bins;
  return std::pow(2, std::ceil(std::log2(raw_bin_width)));
}

// Calculates the lower bound of the histogram. The lower bound is in form of
// `N * bin_width`.