// omitted from the graph as the lifted function's out_scale and out_zp are
// already calculated based on the clipped distribution.
// Note that the resulting scale and zero point should be calculated based on
// clipped range [0, r_max].

module attributes {tf_saved_model.semantics} {

    /**
     * Compares two model versions.
     *
     * @param first the first version.
     * @param second the second version.
     * @return negative if the first version is newer than the second version, zero if they are the same or positive if
     * the second version is the newer.
     */
    private static int compareModelVersions(String first, String second) {

  %3:2 = "tf.TPUReplicatedOutput"(%2) : (tensor<?xi32>) -> (tensor<?xi32>, tensor<?xi32>)
  %4 = "tf.Identity"(%3#0) : (tensor<?xi32>) -> (tensor<?xi32>)
  // expected-error@+1 {{expected zero or 2 'TPUPartitionedOutput' op(s), instead got 1}}
  %5:2 = "tf.TPUPartitionedOutputV2"(%4) {_XlaSharding = "", partition_dims = []} : (tensor<?xi32>) -> (tensor<?xi32>, tensor<?xi32>)

fieldset {
	border: 1px solid #c0c0c0;
	margin: 0 2px;
	padding: 0.35em 0.625em 0.75em;
}

/** 1. Correct `color` not being inherited in IE 8/9. 2. Remove padding so people aren't caught out if they zero out fieldsets. */
legend {
	border: 0;
	/* 1 */
	padding: 0;
	/* 2 */
}

				if int32(alignedValue) > cursym.Func().Align {
					cursym.Func().Align = int32(alignedValue)
				}
				break
			case obj.ANOP, obj.AFUNCDATA, obj.APCDATA:
				continue
			default:
				c.ctxt.Diag("zero-width instruction\n%v", p)
			}
		}

		pc += int64(m)
	}

	c.cursym.Size = pc

	// mark loop entry instructions for padding
	// loop entrances are defined as targets of backward branches

				Cpu: &runtimeapi.CpuUsage{
					Timestamp: 1,
					UsageCoreNanoSeconds: &runtimeapi.UInt64Value{
						Value: 10000000000,
					},
				},
			},
		},
		{
			desc: "should return zero value if cached cpu stats is equal to current value",
			stats: &runtimeapi.ContainerStats{
				Attributes: &runtimeapi.ContainerAttributes{
					Id: "1",
				},
				Cpu: &runtimeapi.CpuUsage{

				},
			},
			errs: field.ErrorList{
				field.Invalid(specPath.Child("expirationSeconds"), int32(-1), "may not specify a duration less than 600 seconds (10 minutes)"),
			},
		},
		"zero duration": {
			csr: capi.CertificateSigningRequest{
				ObjectMeta: validObjectMeta,
				Spec: capi.CertificateSigningRequestSpec{
					Usages:            validUsages,
					Request:           newCSRPEM(t),

        val candidates = coneAmbiguityError.candidates.map { it.symbol as FirCallableSymbol<*> }
        require(candidates.isNotEmpty()) { "Cannot have zero candidates" }

        val distinctCandidates = candidates.distinctBy { it.callableId }
        return distinctCandidates.singleOrNull()

    /**
     * Compares two model versions.
     *
     * @param first the first version.
     * @param second the second version.
     * @return negative if the first version is newer than the second version, zero if they are the same or positive if
     * the second version is the newer.
     */
    private static int compareModelVersions(String first, String second) {

 * Comparator} or {@link Comparable} type whose comparison behavior is <i>inconsistent with
 * equals</i>. That is, {@code a.compareTo(b)} or {@code comparator.compare(a, b)} should equal zero
 * <i>if and only if</i> {@code a.equals(b)}. If this advice is not followed, the resulting map will
 * not correctly obey its specification.
 *
 * <p>See the Guava User Guide article on <a href=