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11 changes: 6 additions & 5 deletions source/cloud/gcp/vertex-ai.md
Original file line number Diff line number Diff line change
Expand Up @@ -24,11 +24,12 @@ $ docker push gcr.io/<project>/<folder>/{{ rapids_container.replace('rapidsai/',

## Create a New Notebook

1. From the Google Cloud UI, navigate to [**Vertex AI**](https://console.cloud.google.com/vertex-ai) -> **Dashboard** and select **+ CREATE NOTEBOOK INSTANCE**.
2. Under the **Environment** section, specify **Custom container**, and in the section below, select the `gcr.io` path to your pushed RAPIDS Docker image.
3. Under **Machine Configuration** select an NVIDIA GPU.
4. Check the **Install NVIDIA GPU Driver** option.
5. After customizing any other aspects of the machine you wish, click **CREATE**.
1. From the Google Cloud UI, navigate to [**Vertex AI**](https://console.cloud.google.com/vertex-ai) -> **Workbench** and select the **Managed Notebooks** tab. You do not want the similarly named "User-managed notebooks" tab.
2. Select **NEW NOTEBOOK**.
3. Under **Advanced settings**, in the **Environment** section, specify **Custom container**, and in the section below, select the `gcr.io` path to your pushed RAPIDS Docker image.
4. Under **Machine Configuration** select an NVIDIA GPU.
5. Check the **Install NVIDIA GPU Driver** option.
6. After customizing any other aspects of the machine you wish, click **CREATE**.

## TEST RAPIDS

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