/**
         * If model dependencies between projects should be treated as project dependencies.
         * Model dependency is observed when a project requests a model from another project.
         */
        private
        val modelProjectDependencies = InternalFlag("org.gradle.internal.model-project-dependencies", true)
    }

!!! warning "Внимание"
    Это технические детали, которые можно пропустить, если они не важны для вас сейчас.

`RequestValidationError` является подклассом Pydantic <a href="https://docs.pydantic.dev/latest/concepts/models/#error-handling" class="external-link" target="_blank">`ValidationError`</a>.

    In terms of dimension numbers, this matches
    `[b, f, 0, 1]x[o, i, 0, 1]->[b, f, 0, 1]` format and converts it to
    `[b, 0, 1, f]x[0, 1, i, o]->[b, 0, 1, f]` format.

    This pass is useful to convert models that conventionally use the NCHW
    format to target hardwares that are more NHWC-friendly.
  }];
  let dependentDialects = ["mlir::stablehlo::StablehloDialect"];
}

### Arbeitsspeicher pro Prozess

Wenn das Programm nun Dinge in den Arbeitsspeicher lädt, zum Beispiel ein Modell für maschinelles Lernen in einer Variablen oder den Inhalt einer großen Datei in einer Variablen, verbraucht das alles **einen Teil des Arbeitsspeichers (RAM – Random Access Memory)** des Servers.

<img src="/img/python-types/image06.png">

Notice that this means "`one_person` is an **instance** of the class `Person`".

It doesn't mean "`one_person` is the **class** called `Person`".

## Pydantic models

<a href="https://docs.pydantic.dev/" class="external-link" target="_blank">Pydantic</a> is a Python library to perform data validation.

You declare the "shape" of the data as classes with attributes.

    private /* static */ long upperEight(byte[] bytes) {
      return Longs.fromBytes(
          bytes[15], bytes[14], bytes[13], bytes[12], bytes[11], bytes[10], bytes[9], bytes[8]);
    }
  };

  /**
   * Models a lock-free array of bits.
   *
   * <p>We use this instead of java.util.BitSet because we need access to the array of longs and we
   * need compare-and-swap.
   */
  static final class LockFreeBitArray {

Bu işlemi standart modern Python tipleriyle yapıyoruz.

Yeni bir sözdizimi yapısını, bir kütüphane özel metod veya sınıfları öğrenmeye gerek yoktur.

Hepsi sadece **Python** standartlarına dayalıdır.

Örnek olarak, `int` tanımlamak için:

```Python
item_id: int
```

ya da daha kompleks herhangi bir python modelini tanımlayabiliriz, örneğin `Item` modeli için:

```Python
item: Item

}

// PostStartHookName is the name of the post-start-hook provided by flow-control storage
const PostStartHookName = "priority-and-fairness-config-producer"

// NewRESTStorage creates a new rest storage for flow-control api models.
func (p RESTStorageProvider) NewRESTStorage(apiResourceConfigSource serverstorage.APIResourceConfigSource, restOptionsGetter generic.RESTOptionsGetter) (genericapiserver.APIGroupInfo, error) {

        "//tensorflow/core:tensorflow",
        "//tensorflow/core:test",
        "//tensorflow/core:test_main",
        "//tensorflow/core:testlib",
    ],
)

# A subset of the TF2 saved models can be generated with this tool.
py_strict_binary(
    name = "testdata/generate_saved_models",
    srcs = ["testdata/generate_saved_models.py"],
    data = [
        ":saved_model_asset_data",

github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=