to store weights, allowing a dramatic speedup for large sparse models.
    *   Enable the Keras compile API `experimental_run_tf_function` flag by
        default. This flag enables single training/eval/predict execution path.
        With this 1. All input types are converted to `Dataset`. 2. When
        distribution strategy is not specified this goes through the no-op

    }
    val jvm = org.gradle.internal.jvm.Jvm.current()
    val javaVersion = JavaVersion.current()
    val isWindows = OperatingSystem.current().isWindows
    val isLinux = OperatingSystem.current().isLinux
    val isMacOsX = OperatingSystem.current().isMacOsX
    val isIntel: Boolean = architecture == "x86_64" || architecture == "x86"
    val isSlowInternetConnection

import java.net.http.HttpResponse


private
data class GradleServicesVersion(val version: String, val buildTime: String)


@DisableCachingByDefault(because = "Not worth caching")
abstract class PreparePatchRelease : DefaultTask() {

    @get:Internal
    abstract val versionFile: RegularFileProperty

    @get:Internal
    abstract val releasedVersionsFile: RegularFileProperty

    @TaskAction
    fun prepare() {

        val notesFile = releaseNotes.asFile.get()
        val content = notesFile.readText()
        val newSection = "$FIXED_ISSUES_INTRO\n\n$issuesList\n"

        val newContent = if (content.contains(FIXED_ISSUES_INTRO)) {
            val introStart = content.indexOf(FIXED_ISSUES_INTRO)
            val afterIntro = introStart + FIXED_ISSUES_INTRO.length

     4. Use dogfood-second to run a Gradle build which runs tests.

     */
        val dogfoodTimestamp1 = "19800101010101+0000"
        val dogfoodTimestamp2 = "19800202020202+0000"
        val buildScanTagForType = buildScanTagParam("Gradleception")
        val buildScanTagForGroovyMajor = buildScanTagParam("Groovy$bundleGroovyMajor")
        val buildScanTags =

        const val buildReceiptFileName = "build-receipt.properties"
        const val buildReceiptLocation = "org/gradle/$buildReceiptFileName"
    }

    @get:Input
    abstract val version: Property<String>

    @get:Input
    abstract val baseVersion: Property<String>

    @get:Input
    @get:Optional
    abstract val commitId: Property<String>

    @get:Input

        this.description = stage.stageName.description
    }) {
    val specificBuildTypes: List<OsAwareBaseGradleBuildType>

    val performanceTests: List<PerformanceTestsPass>

    val functionalTests: List<OsAwareBaseGradleBuildType>

    val crossVersionTests: List<OsAwareBaseGradleBuildType>

    val docsTestTriggers: List<OsAwareBaseGradleBuildType>

    val flakyTestQuarantineTriggers: List<OsAwareBaseGradleBuildType>

import org.gradle.api.file.DirectoryProperty
import org.gradle.api.provider.Property


interface BuildEnvironmentExtension {
    val gitCommitId: Property<String>
    val gitBranch: Property<String>
    val scriptTemplateCommitId: Property<String>
    val repoRoot: DirectoryProperty
    val rootProjectBuildDir: DirectoryProperty

    interface Parameters : BuildServiceParameters {
        val rootProjectDir: DirectoryProperty
        val rootProjectBuildDir: DirectoryProperty
    }

    @get:Inject
    abstract val providers: ProviderFactory

    val gitCommitId = git("rev-parse", "HEAD")
    val gitBranch = git("rev-parse", "--abbrev-ref", "HEAD")

    private fun forceUpgradeIfProvided(substitution: DependencySubstitution, to: String, version: String) {
        val r = substitution.requested as? ModuleComponentSelector ?: return
        val group = r.group
        val module = r.module
        val expectedLength = group.length + 1 + module.length

        val isProvided = providedBy.any {
            // This method is called very often during dependency resolution.