}
        }
    }

    // makes sure the extension with a different name is created even if a
    // different one with same contents exists
    def "can configure multiple libraries extension with same contents"() {
        settingsFile << """
            dependencyResolutionManagement {
                versionCatalogs {
                    myLibs {

// shapes in `y`.
// The partial derivatives are returned in `dy`. `dy` should be allocated to
// size `nx`.
//
// Gradient nodes are automatically named under the "gradients/" prefix. To
// guarantee name uniqueness, subsequent calls to the same graph will
// append an incremental tag to the prefix: "gradients_1/", "gradients_2/", ...
// See TF_AddGradientsWithPrefix, which provides a means to specify a custom

// CHECK-SAME: %[[none]], %[[input_10]], %[[input_11]], %[[none]], %[[input_13]], %[[input_14]], %[[input_15]], %[[input_16]], %[[input_17]], %[[input_18]], %[[input_19]],
// CHECK-SAME: %[[none]], %[[input_21]], %[[input_22]], %[[input_23]])
// CHECK-SAME: effective_hidden_scale_intermediate = tensor<!quant.uniform<i8:f32, 0.0039215686274509803:-1>>

!tf_res = tensor<!tf_type.resource<tensor<f32>>>

// Tests independent chains of two resources.

// CHECK-LABEL: func @simple_independent_chains_while_body

// from a trap, not from gp->sched or gp->syscallpc/gp->syscallsp or getcallerpc/getcallersp.
// Because they are from a trap instead of from a saved pair,
// the initial PC must not be rewound to the previous instruction.
// (All the saved pairs record a PC that is a return address, so we
// rewind it into the CALL instruction.)

	// will fulfill this Template, but have a unique identity from the rest
	// of the StatefulSet. Each pod will be named with the format
	// <statefulsetname>-<podindex>. For example, a pod in a StatefulSet named
	// "web" with index number "3" would be named "web-3".
	// The only allowed template.spec.restartPolicy value is "Always".
	Template v1.PodTemplateSpec `json:"template" protobuf:"bytes,3,opt,name=template"`

            interface Lifecycle extends Named {}

            def LIFECYCLE_ATTRIBUTE = Attribute.of('lifecycle', Lifecycle)
            dependencies.attributesSchema.attribute(LIFECYCLE_ATTRIBUTE)

            dependencies {
                conf('org:test:1.0') {
                    attributes {
                        attribute(LIFECYCLE_ATTRIBUTE, objects.named(Lifecycle, '$attributeValue'))
                    }

                attributes {
                    attribute(LibraryElements.LIBRARY_ELEMENTS_ATTRIBUTE, project.objects.named(LibraryElements, LibraryElements.JAR))
                    attribute(Usage.USAGE_ATTRIBUTE, project.objects.named(Usage, Usage.JAVA_RUNTIME))
                    attribute(Bundling.BUNDLING_ATTRIBUTE, project.objects.named(Bundling, Bundling.EXTERNAL))
                }
            }
        """

        when:

    // CHECK:      %[[ONE:.*]] = "tf.Const"() <{value = dense<1> : tensor<i32>}>
    // CHECK:      %[[RES_READ_VAL:[0-9]*]] = "tf.ReadVariableOp"
    // CHECK-SAME: (tensor<*x!tf_type.resource<tensor<2x8xi32>>>) -> tensor<2x8xi32>
    // CHECK:      "tf.AddV2"(%[[RES_READ_VAL]], %[[ONE]])
    // CHECK-SAME: (tensor<2x8xi32>, tensor<i32>) -> tensor<2x8xi32>
    // CHECK:      "tf.AssignVariableOp"

// The file will be excluded from regular
// package builds but will be included when the "go test" command is run.
//
// The test file can be in the same package as the one being tested,
// or in a corresponding package with the suffix "_test".
//
// If the test file is in the same package, it may refer to unexported
// identifiers within the package, as in this example:
//
//	package abs
//
//	import "testing"
//