==== Toolchain support in Scala

When using <<scala_plugin.adoc#sec:scala_tasks,toolchains in Scala>>, the `-target` option of the Scala compiler will now be set automatically.
This means that using a version of Java that cannot be targeted by a version of Scala will result in an error.
Providing this flag in the compiler options will disable this behaviour and allow to use a higher Java version to compile for a lower bytecode target.

* link:{groovyDslPath}/org.gradle.api.tasks.compile.GroovyForkOptions.html#org.gradle.api.tasks.compile.GroovyForkOptions:jvmArgumentProviders[GroovyCompile.getGroovyOptions().getForkOptions().getJvmArgumentProviders()] - model Groovy compiler daemon command line arguments

/// argument list with the out arguments. We only use the return type for an out
/// parameter if that is a plain C type, as this ensures ABI compatibility
/// (returning structures has issues in case compiler options affect
/// optimizations such as RVO). If a status needs to be returned from these
/// methods, the last argument is always a `TF_Status *` (or an array of such

		}
	}
	if f := Yn(0, 0); !alike(Inf(-1), f) {
		t.Errorf("Yn(0, 0) = %g, want %g", f, Inf(-1))
	}
}

var PortableFMA = FMA // hide call from compiler intrinsic; falls back to portable code

func TestFMA(t *testing.T) {
	for _, c := range fmaC {
		got := FMA(c.x, c.y, c.z)
		if !alike(got, c.want) {

		}
	}
	return foo
}

// Return a list of functions that we don't want to ever appear in CPU
// profiles. For gccgo, that list includes the sigprof handler itself.
func avoidFunctions() []string {
	if runtime.Compiler == "gccgo" {
		return []string{"runtime.sigprof"}
	}
	return nil
}

func TestCPUProfile(t *testing.T) {
	matches := matchAndAvoidStacks(stackContains, []string{"runtime/pprof.cpuHog1"}, avoidFunctions())

func countRule(v *Value, key string) bool {
	f := v.Block.Func
	if f.ruleMatches == nil {
		f.ruleMatches = make(map[string]int)
	}
	f.ruleMatches[key]++
	return true
}

// warnRule generates compiler debug output with string s when
// v is not in autogenerated code, cond is true and the rule has fired.
func warnRule(cond bool, v *Value, s string) bool {
	if pos := v.Pos; pos.Line() > 1 && cond {

// The value is set to "1" by a -X option to cmd/link. We assume that
// because this is possible, the compiler will not optimize testBinary
// into a constant on the basis that it is an unexported package-scope
// variable that is never changed. If the compiler ever starts implementing
// such an optimization, we will need some technique to mark this variable
// as "changed by a cmd/link -X option".

from typing import Collection, Iterable, Mapping, Sequence, Tuple, Optional, Union, List

from absl.testing import parameterized
import numpy as np
import tensorflow  # pylint: disable=unused-import

from tensorflow.compiler.mlir.quantization.tensorflow.python import representative_dataset as repr_dataset
from tensorflow.core.framework import function_pb2
from tensorflow.core.framework import graph_pb2
from tensorflow.core.framework import node_def_pb2

//
// Write barriers are disallowed here because it can be called from
// gcWork when allocating new workbufs. However, because it's an
// indirect call from the fixalloc initializer, the compiler can't see
// this.
//
// The heap lock must be held.
//
//go:nowritebarrierrec
func recordspan(vh unsafe.Pointer, p unsafe.Pointer) {
	h := (*mheap)(vh)
	s := (*mspan)(p)

  }

  private TypeToken<? super T> getArraySupertype(Class<? super T> supertype) {
    // with component type, we have lost generic type information
    // Use raw type so that compiler allows us to call getSupertype()
    @SuppressWarnings("rawtypes")
    TypeToken componentType = getComponentType();
    // TODO(cpovirk): checkArgument?
    if (componentType == null) {