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   * the state transitions.
   */
  private static final class ServiceListener extends Service.Listener {
    final Service service;
    // We store the state in a weak reference to ensure that if something went wrong while
    // constructing the ServiceManager we don't pointlessly keep updating the state.
    final WeakReference<ServiceManagerState> state;

   * the state transitions.
   */
  private static final class ServiceListener extends Service.Listener {
    final Service service;
    // We store the state in a weak reference to ensure that if something went wrong while
    // constructing the ServiceManager we don't pointlessly keep updating the state.
    final WeakReference<ServiceManagerState> state;

In this case, it would be better to get **one extra server** and run some processes on it so that they all have **enough RAM and CPU time**.

There's also the chance that for some reason you have a **spike** of usage of your API. Maybe it went viral, or maybe some other services or bots start using it. And you might want to have extra resources to be safe in those cases.

"napište", "re", "což", "tím", "takže", "svých", "její", "svými", "jste", "aj", "tu", "tedy", "teto", "bylo", "kde", "ke", "pravé", "ji", "nad", "nejsou", "či", "pod", "téma", "mezi", "přes", "ty", "pak", "vám", "ani", "když", "však", "neg", "jsem", "tento", "článku", "články", "aby", "jsme", "před", "pta", "jejich", "byl", "ještě", "až", "bez", "také", "pouze", "první", "vaše", "která", "nás", "nový", "tipy", "pokud", "může", "strana", "jeho", "své", "jiné", "zprávy", "nové", "není", "vás", "jen", "podle",...

"napište", "re", "což", "tím", "takže", "svých", "její", "svými", "jste", "aj", "tu", "tedy", "teto", "bylo", "kde", "ke", "pravé", "ji", "nad", "nejsou", "či", "pod", "téma", "mezi", "přes", "ty", "pak", "vám", "ani", "když", "však", "neg", "jsem", "tento", "článku", "články", "aby", "jsme", "před", "pta", "jejich", "byl", "ještě", "až", "bez", "také", "pouze", "první", "vaše", "která", "nás", "nový", "tipy", "pokud", "může", "strana", "jeho", "své", "jiné", "zprávy", "nové", "není", "vás", "jen", "podle",...

Instead of that, by being an "asynchronous" system, once finished, the task can wait in line a little bit (some microseconds) for the computer / program to finish whatever it went to do, and then come back to take the results and continue working with them.

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    *   XLA:GPU reductions are deterministic by default (reductions within
        `jit_compile=True` are now deterministic).
    *   XLA:GPU works with Horovod (OSS contribution by Trent Lo from NVidia)
    *   XLA:CPU and XLA:GPU can compile tf.unique and tf.where when shapes are
        provably correct at compile time.
*   `tf.saved_model.save`: