*   XLA reduction emitter is deterministic when the environment variable
        `TF_DETERMINISTIC_OPS` is set to "true" or "1". This extends
        deterministic `tf.nn.bias_add` back-prop functionality (and therefore
        also deterministic back-prop of bias-addition in Keras layers) to
        include when XLA JIT compilation is enabled.
    *   Fix problem, when running on a CUDA GPU and when either environment

Also allowing to have multiple alternative security schemes that are then checked in a single dependency instead of each one verifying and returning the error to the client automatically when not satisfied. PR [#134](https://github.com/tiangolo/fastapi/pull/134).

* Update [SQL Tutorial](https://fastapi.tiangolo.com/tutorial/sql-databases/#create-a-middleware-to-handle-sessions) to close database sessions even when there are exceptions. PR [#89](https://github.com/tiangolo/fastapi/pull/89)...

    def "latest patch version"() {
        given:
        def allVersions = ["2.0.30", "2.0.20", "2.0.10", "2.0.0"] + previousVersions

        when:
        def selected = UpdateKotlinVersions.selectVersionsFrom(minimumSupported, allVersions)

        then:
        selected == ["1.9.10", "1.9.25", "2.0.0", "2.0.30"]
    }

    def "beta of latest patch version"() {
        given:
        def allVersions = [

        when:
        run('checkDeadInternalLinks').build()

        then:
        assertNoDeadLinks()
    }

    def "finds Markdown style links"() {
        given:
        sampleDoc << """
=== Markdown Style Links
[Invalid markdown link](https://docs.gradle.org/nowhere)
        """

        when:
        run('checkDeadInternalLinks').buildAndFail()

////

//// tab | Windows PowerShell

<div class="termy">

```console
$ Get-Command python

C:\Users\user\code\awesome-project\.venv\Scripts\python
```

</div>

If it shows the `python` binary at `.venv\Scripts\python`, inside of your project (in this case `awesome-project`), then it worked. 🎉

////

## Upgrade `pip`

* `C:\Windows\System32`

////

When you type a **command** in the terminal, the operating system **looks for** the program in **each of those directories** listed in the `PATH` environment variable.

For example, when you type `python` in the terminal, the operating system looks for a program called `python` in the **first directory** in that list.

```

### About `__name__ == "__main__"`

The main purpose of the `__name__ == "__main__"` is to have some code that is executed when your file is called with:

<div class="termy">

```console
$ python myapp.py
```

</div>

but is not called when another file imports it, like in:

```Python
from myapp import app
```

#### More details

Let's say your file is named `myapp.py`.

### Single Container

If you have a simple setup, with a **single container** that then starts multiple **worker processes** (or also just one process), then you could run those previous steps in the same container, right before starting the process with the app.

                        "acceptation": "I really want to do this"
                    }
                ]
            }
        """])

        then:
        changes.acceptedChanges.size() == 2
    }

    def "parses more than one change from different files"() {
        when:
        def changes = AcceptedApiChanges.parse(["""
            {
                "acceptedApiChanges": [
                    {

     * If the given {@code paths} argument contains no element, then this method returns an empty string.
     *
     * <h4>Examples</h4>
     * If {@code paths} is a list containing two elements, {@code dir/path1} and {@code dir/path2}, then:
     *
     * <ul>
     *   <li>If this type is {@link JavaPathType#MODULES}, then this method returns
     *       {@code {"--module-path", "dir/path1:dir/path2"}} on Unix or