":"oldstyle-nums","font-variant-numeric":t},".proportional-nums":{"@defaults font-variant-numeric":{},"--tw-numeric-spacing":"proportional-nums","font-variant-numeric":t},".tabular-nums":{"@defaults font-variant-numeric":{},"--tw-numeric-spacing":"tabular-nums","font-variant-numeric":t},".diagonal-fractions":{"@defaults font-variant-numeric":{},"--tw-numeric-fraction":"diagonal-fractions","font-variant-numeric":t},".stacked-fractions":{"@defaults font-variant-numeric":{},"--tw-numeric-fraction":...

- Add a new `distribute-cpus-across-numa` option to the static `CPUManager` policy. When enabled, this will trigger the `CPUManager` to evenly distribute CPUs across NUMA nodes in cases where more than one NUMA node is required to satisfy the allocation. ([#105631](https://github.com/kubernetes/kubernetes/pull/105631), [@klueska](https://github.com/klueska))

    xla::ConvolutionDimensionNumbers dnums;
    dnums.ParseFromString(op.getDimensionNumbersAttr().getValue().str());
    auto dimension_numbers_named_attr = rewriter.getNamedAttr(
        "dimension_numbers",
        xla::ConvertConvDimensionNumbers(dnums, &rewriter));

    xla::PrecisionConfig precision_config;
    precision_config.ParseFromString(

* ✨ Add support for tags with Enums. PR [#4468](https://github.com/tiangolo/fastapi/pull/4468) by [@tiangolo](https://github.com/tiangolo). New docs: [Path Operation Configuration - Tags with Enums](https://fastapi.tiangolo.com/tutorial/path-operation-configuration/#tags-with-enums).

## Changelog since v1.21.5

## Changes by Kind

### API Change

- Kube-apiserver: Fixes handling of CRD schemas containing literal null values in enums (#104989, @liggitt) [SIG API Machinery, Apps and Network]

### Feature

- Kubernetes is now built with Golang 1.16.9 (#105672, @cpanato) [SIG Cloud Provider, Instrumentation, Release and Testing]

- Added a `--topology-manager-policy-options` flag to the kubelet to support fine tuning the topology manager policies. The first policy option, `prefer-closest-numa-nodes`, allows these policies to favor sets of NUMA nodes with shorter distance between nodes when making admission decisions. ([#112914](https://github.com/kubernetes/kubernetes/pull/112914), [@PiotrProkop](https://github.com/PiotrProkop))

- Omit enum declarations from the static openapi file captured at https://git.k8s.io/kubernetes/api/openapi-spec. This file is used to generate API clients, and use of enums in those generated clients (rather than strings) can break forward compatibility with additional future values in those fields. See https://issue.k8s.io/109177 for details. ([#109178](https://github.com/kubernetes/kubernetes/pull/109178), [@liggit...

- CEL cost estimator no longer treats enums as unbounded strings when determining its length. Instead, the length is set to the longest possible enum value. ([#121085](https://github.com/kubernetes/kubernetes/pull/121085), [@jiahuif](https://github.com/jiahuif)) [SIG API Machinery]

// CHECK-SAME: [[START:%.*]]: tensor<f32>, [[STOP:%.*]]: tensor<f32>
func.func @linspace_static(%arg0: tensor<f32>, %arg1: tensor<f32>) -> tensor<4xf32> {
  // CHECK-DAG: [[NUM:%.*]] = mhlo.constant dense<4>
  // CHECK-DAG: [[NUM_F32:%.*]] = mhlo.convert [[NUM]]
  // CHECK-DAG: [[ONE:%.*]] = mhlo.constant dense<1.000000e+00>
  // CHECK-DAG: [[STEP_DENOMINATOR:%.*]] = chlo.broadcast_subtract [[NUM_F32]], [[ONE]]

- Added a new `align-by-socket` policy option to cpu manager `static` policy.  When enabled CPU's to be aligned at socket boundary rather than NUMA boundary. ([#111278](https://github.com/kubernetes/kubernetes/pull/111278), [@arpitsardhana](https://github.com/arpitsardhana))