helper = new AtomicReferenceFieldUpdaterAtomicHelper();
        } catch (Exception // sneaky checked exception
            | Error atomicReferenceFieldUpdaterFailure) {
          // Some Android 5.0.x Samsung devices have bugs in JDK reflection APIs that cause
          // getDeclaredField to throw a NoSuchFieldException when the field is definitely there.
          // For these users fallback to a suboptimal implementation, based on synchronized. This

 * with {@link Collection} itself). Prefer subtypes such as {@link ImmutableSet} or {@link
 * ImmutableList}, which have well-defined {@link #equals} semantics, thus avoiding a common source
 * of bugs and confusion.
 *
 * <h3>About <i>all</i> {@code Immutable-} collections</h3>
 *
 * <p>The remainder of this documentation applies to every public {@code Immutable-} type in this

research](https://scholar.google.com/scholar?q=gpu+side+channel) shows that it
might be possible to use side channel attacks on the GPU to leak data from other
running models or processes in the same system. GPUs can also have
implementation bugs that might allow attackers to leave malicious code running
and leak or tamper with applications from other users. Please report
vulnerabilities to the vendor of the affected hardware accelerator.

## Reporting vulnerabilities

Vous pouvez y sélectionner "Releases only".

Ainsi, vous recevrez des notifications (dans votre courrier électronique) chaque fois qu'il y aura une nouvelle version de **FastAPI** avec des corrections de bugs et de nouvelles fonctionnalités.

## Se rapprocher de l'auteur

Vous pouvez vous rapprocher de <a href="https://tiangolo.com" class="external-link" target="_blank">moi (Sebastián Ramírez / `tiangolo`)</a>, l'auteur.

* **Rápido de programar**: Aumenta la velocidad para desarrollar funcionalidades en aproximadamente un 200% a 300%. *
* **Menos bugs**: Reduce en aproximadamente un 40% los errores inducidos por humanos (desarrolladores). *

* **Snel te programmeren**: Verhoog de snelheid om functionaliteit te ontwikkelen met ongeveer 200% tot 300%. *
* **Minder bugs**: Verminder ongeveer 40% van de door mensen (ontwikkelaars) veroorzaakte fouten. *

* **Rápido para codar**: Aumenta a velocidade para desenvolver recursos entre 200% a 300%. *
* **Poucos bugs**: Reduz cerca de 40% de erros induzidos por humanos (desenvolvedores). *

Podendo selecionar apenas "Novos Updates".

Fazendo isto, serão enviadas notificações (em seu email) sempre que tiver novos updates (uma nova versão) com correções de bugs e novos recursos no **FastAPI**

## Conect-se com o autor

Você pode se conectar <a href="https://tiangolo.com" class="external-link" target="_blank">comigo (Sebastián Ramírez / `tiangolo`)</a>, o autor.

Você pode:

          helper = new AtomicReferenceFieldUpdaterAtomicHelper();
        } catch (Exception // sneaky checked exception
            | Error atomicReferenceFieldUpdaterFailure) {
          // Some Android 5.0.x Samsung devices have bugs in JDK reflection APIs that cause
          // getDeclaredField to throw a NoSuchFieldException when the field is definitely there.
          // For these users fallback to a suboptimal implementation, based on synchronized. This

///

## Reduce duplication { #reduce-duplication }

Reducing code duplication is one of the core ideas in **FastAPI**.

As code duplication increments the chances of bugs, security issues, code desynchronization issues (when you update in one place but not in the others), etc.

And these models are all sharing a lot of the data and duplicating attribute names and types.

We could do better.