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Version: v0.8.4

Tutorial 1A: H2O Driverless

Overview​

This tutorial walks to the process (flow) of how you can generate an AutoDoc using H2O AutoDoc for an H2O Driverless AI model built-in Steam and Driverless AI.

Note

As of now, an H2O Driverless AI model can be built in Steam and in your Driverless AI server.

Prerequisites​

  • Knowledge of H2O Driverless AI
  • Knowledge of how to create a Driverless AI instance in your Steam and Driverless AI server

Steam​

To generate an AutoDoc for an H2O Driverless AI model built in Steam:

Step 1: Build model in Steam​

Unfinished models in a Driverless AI instance (in Steam) will not be available to produce an AutoDoc. Accordingly, make sure your model is finished.

Note

To learn how to build a Driverless AI model in Steam, see Steam: Driverless AI Instance.

Step 2: AutoDoc settings (Steam)​

  1. In H2O AutoDoc, click Create new AutoDoc.

    Name

  2. In the New report list, select From experiment in Steam Driverless AI instance.

  3. In the Select DAI instance list, select the Driverless AI instance that you want to use.

    Note

    • By default H2O AutoDoc will look for Driverless AI instances in https://steam.cloud-internal.h2o.ai.

    • To change the Steam server:

      1. Click Change Steam server.

      2. In the Steam URL box, enter your Steam URL.

      3. In the Steam username box, enter your Steam username.

      4. In the Access token box, enter your Steam access token.

        Note

        Your Steam password cannot replace a token.

      5. Click Connect.

        Note

        After modifying the default Steam URL, refer to this step again.

    • After selecting your Driverless AI instance, H2O AutoDoc will check if it's running. If it's not running, the following will appear:

      Name

      To run your Driverless AI instance, click Yes, start Driverless AI

  4. In the AutoDoc name box, enter a name for the AutoDoc.

  5. In the Select the experiment list, select the experiment (model) you want to use.

  6. Click Preview.

    Note

    Before generating an AutoDoc, you can preview all the settings that H2O AutoDoc will use (e.g., Target Column).

  7. Click Generate AutoDoc.

Driverless AI server​

To generate an AutoDoc for an H2O Driverless AI model built in your Driverless AI server:

Step 1: Connect to DAI server​

  1. In H2O AutoDoc, click Create new AutoDoc.

    Name

  2. In the New report list, select From experiment in Driverless AI server.s

  3. In the URL box, enter your Driverless AI server URL.

  4. In the Username box, enter your Driverless AI server username.

  5. In the Password box, enter your Driverless AI server password.

  6. Click Connect.

Name

Step 2: AutoDoc settings (DAI server)​

  1. In the AutoDoc name box, enter a name for the AutoDoc.

  2. In the Select the experiment list, select the experiment (model) you want to use.

  3. Click Preview.

    Note

    Before generating an AutoDoc, you can preview all the settings that H2O AutoDoc will use (e.g., Target Column).

  4. Click Generate AutoDoc.

Steam: Driverless AI instance​

Before you can build a Driverless AI model in Steam, you need to create a Driverless AI instance (in Steam). To build a Driverless AI model in Steam:

  1. In the Steam navigation menu, click Driverless AI.

  2. Click Launch instance.

  3. In the SELECT PROFILE list, select the profile that you want to use.

  4. In the INSTANCE NAME box, enter a name for the Driverless AI instance.

    Note

    Before moving to the next step, you can configure additional settings for your instance as needed (e.g., VERSION and NUMBER OF GPUS).

  5. Click Launch instance.

    Note

    To learn how to build a Driverless AI model, see Building models in Driverless AI.

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