* **Bilgisayar görüsü**: bir görüntü milyonlarca pikselden oluşur, her pikselin 3 değeri / rengi vardır, bu pikseller üzerinde aynı anda bir şeyler hesaplamayı gerektiren işleme.
* **Makine Öğrenimi**: Çok sayıda "matris" ve "vektör" çarpımı gerektirir. Sayıları olan ve hepsini aynı anda çarpan büyük bir elektronik tablo düşünün.

import java.util.HashMap;
import java.util.Random;
import junit.framework.TestCase;
import org.jspecify.annotations.NullUnmarked;

/**
 * Unit tests for {@link Utf8}.
 *
 * @author Jon Perlow
 * @author Martin Buchholz
 * @author Clément Roux
 */
@GwtCompatible
@NullUnmarked
public class Utf8Test extends TestCase {

  private static final ImmutableList<String> ILL_FORMED_STRINGS;

  static {

- Added `apiserver_longrunning_requests` metric to replace the soon to be deprecated `apiserver_longrunning_gauge` metric. ([#103799](https://github.com/kubernetes/kubernetes/pull/103799), [@jyz0309](https://github.com/jyz0309))
- Controller-manager: the following flags have no effect and would be removed in v1.24:

- Introduction of a new "sync_proxy_rules_no_local_endpoints_total" proxy metric. This metric represents the number of services with no internal endpoints. The "traffic_policy" label will contain both "internal" or "external". ([#108930](https://github.com/kubernetes/kubernetes/pull/108930), [@MaxRenaud](https://github.com/MaxRenaud))...

AAW,UAAY,GAC/B,CAAE,UAAW,OAAQxY,GAAOwY,UAAW,eACtCxY,GAAOwY,UAAW,eAAiB,EAAG,YACvC,CAAE,SAAU,OAAQxY,GAAOwY,UAAW,eACrCxY,GAAOwY,UAAW,eAAiB,EAAG,aAExCqB,EAAQ,UACRxB,EAAU,CACTwB,MAAO,WACN,OAAOA,GAERC,OAAQ,WAEP,OADAC,EAASlT,KAAMpF,WAAY6W,KAAM7W,WAC1B1E,MAERid,QAAS,SAAU7Z,GAClB,OAAOkY,EAAQE,KAAM,KAAMpY,IAI5B8Z,KAAM,WACL,IAAIC,EAAMzY,UAEV,OAAOzB,GAAO0Z,SAAU,SAAUS,GACjCna,GAAOsB,KAAMsY,EAAQ,SAAUzU,EAAIiV,GAGlC,IAAIja,EAAK/B,EAAY8b,EAAKE,EAAO,MAAWF,EAAKE,EAAO,IAKxDL,EAAUK,EAAO,IAAO,WACvB,IAAIC,EAAWla,GAAM...

* Adds a metric apiserver_request_error_total to kube-apiserver. This metric tallies the number of request_errors encountered by verb, group, version, resource, subresource, scope, component, and code.  ([#83427](https://github.com/kubernetes/kubernetes/pull/83427), [@logicalhan](https://github.com/logicalhan))...

- Implemented `event_handling_duration_seconds` metric, which is the time the scheduler takes to handle each kind of events. ([#125929](https://github.com/kubernetes/kubernetes/pull/125929), [@sanposhiho](https://github.com/sanposhiho))

- `kubeproxy_conntrack_reconciler_deleted_entries_total` metric can be used to track cumulative sum of conntrack flows cleared by reconciler. ([#130204](https://github.com/kubernetes/kubernetes/pull/130204), [@aroradaman](https://github.com/aroradaman))

- Metric `running_managed_controllers` is enabled for Cloud Node Lifecycle controller. ([#111033](https://github.com/kubernetes/kubernetes/pull/111033), [@jprzychodzen](https://github.com/jprzychodzen))

* Fix empty log message in docs example about handling errors. PR [#1815](https://github.com/tiangolo/fastapi/pull/1815) by [@manlix](https://github.com/manlix).
* Reword text to reduce ambiguity while not being gender-specific. PR [#1824](https://github.com/tiangolo/fastapi/pull/1824) by [@Mause](https://github.com/Mause).

### Internal