diff --git a/clients/notebooks/README.md b/clients/notebooks/README.md
index b972c3f0e9..ec6d3b239e 100644
--- a/clients/notebooks/README.md
+++ b/clients/notebooks/README.md
@@ -11,7 +11,7 @@ Install this package from [Hex](https://hex.pm) by adding
 
 ```elixir
 def deps do
-  [{:google_api_notebooks, "~> 0.5"}]
+  [{:google_api_notebooks, "~> 0.6"}]
 end
 ```
 
diff --git a/clients/notebooks/lib/google_api/notebooks/v1/metadata.ex b/clients/notebooks/lib/google_api/notebooks/v1/metadata.ex
index 106d24c031..67e310e312 100644
--- a/clients/notebooks/lib/google_api/notebooks/v1/metadata.ex
+++ b/clients/notebooks/lib/google_api/notebooks/v1/metadata.ex
@@ -20,7 +20,7 @@ defmodule GoogleApi.Notebooks.V1 do
   API client metadata for GoogleApi.Notebooks.V1.
   """
 
-  @discovery_revision "20220205"
+  @discovery_revision "20220214"
 
   def discovery_revision(), do: @discovery_revision
 end
diff --git a/clients/notebooks/lib/google_api/notebooks/v1/model/execution_template.ex b/clients/notebooks/lib/google_api/notebooks/v1/model/execution_template.ex
index 58c66ccfd8..d7b07aecb9 100644
--- a/clients/notebooks/lib/google_api/notebooks/v1/model/execution_template.ex
+++ b/clients/notebooks/lib/google_api/notebooks/v1/model/execution_template.ex
@@ -34,6 +34,7 @@ defmodule GoogleApi.Notebooks.V1.Model.ExecutionTemplate do
   *   `paramsYamlFile` (*type:* `String.t`, *default:* `nil`) - Parameters to be overridden in the notebook during execution. Ref https://papermill.readthedocs.io/en/latest/usage-parameterize.html on how to specifying parameters in the input notebook and pass them here in an YAML file. Ex: `gs://notebook_user/scheduled_notebooks/sentiment_notebook_params.yaml`
   *   `scaleTier` (*type:* `String.t`, *default:* `nil`) - Required. Scale tier of the hardware used for notebook execution. DEPRECATED Will be discontinued. As right now only CUSTOM is supported.
   *   `serviceAccount` (*type:* `String.t`, *default:* `nil`) - The email address of a service account to use when running the execution. You must have the `iam.serviceAccounts.actAs` permission for the specified service account.
+  *   `tensorboard` (*type:* `String.t`, *default:* `nil`) - The name of a Vertex AI [Tensorboard] resource to which this execution will upload Tensorboard logs. Format: `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
   *   `vertexAiParameters` (*type:* `GoogleApi.Notebooks.V1.Model.VertexAIParameters.t`, *default:* `nil`) - Parameters used in Vertex AI JobType executions.
   """
 
@@ -53,6 +54,7 @@ defmodule GoogleApi.Notebooks.V1.Model.ExecutionTemplate do
           :paramsYamlFile => String.t() | nil,
           :scaleTier => String.t() | nil,
           :serviceAccount => String.t() | nil,
+          :tensorboard => String.t() | nil,
           :vertexAiParameters => GoogleApi.Notebooks.V1.Model.VertexAIParameters.t() | nil
         }
 
@@ -69,6 +71,7 @@ defmodule GoogleApi.Notebooks.V1.Model.ExecutionTemplate do
   field(:paramsYamlFile)
   field(:scaleTier)
   field(:serviceAccount)
+  field(:tensorboard)
   field(:vertexAiParameters, as: GoogleApi.Notebooks.V1.Model.VertexAIParameters)
 end
 
diff --git a/clients/notebooks/lib/google_api/notebooks/v1/model/runtime_software_config.ex b/clients/notebooks/lib/google_api/notebooks/v1/model/runtime_software_config.ex
index 993495c0a3..f62b81f787 100644
--- a/clients/notebooks/lib/google_api/notebooks/v1/model/runtime_software_config.ex
+++ b/clients/notebooks/lib/google_api/notebooks/v1/model/runtime_software_config.ex
@@ -25,7 +25,7 @@ defmodule GoogleApi.Notebooks.V1.Model.RuntimeSoftwareConfig do
   *   `enableHealthMonitoring` (*type:* `boolean()`, *default:* `nil`) - Verifies core internal services are running. Default: True
   *   `idleShutdown` (*type:* `boolean()`, *default:* `nil`) - Runtime will automatically shutdown after idle_shutdown_time. Default: True
   *   `idleShutdownTimeout` (*type:* `integer()`, *default:* `nil`) - Time in minutes to wait before shutting down runtime. Default: 180 minutes
-  *   `installGpuDriver` (*type:* `boolean()`, *default:* `nil`) - Install Nvidia Driver automatically.
+  *   `installGpuDriver` (*type:* `boolean()`, *default:* `nil`) - Install Nvidia Driver automatically. Default: True
   *   `kernels` (*type:* `list(GoogleApi.Notebooks.V1.Model.ContainerImage.t)`, *default:* `nil`) - Optional. Use a list of container images to use as Kernels in the notebook instance.
   *   `notebookUpgradeSchedule` (*type:* `String.t`, *default:* `nil`) - Cron expression in UTC timezone, used to schedule instance auto upgrade. Please follow the [cron format](https://en.wikipedia.org/wiki/Cron).
   *   `postStartupScript` (*type:* `String.t`, *default:* `nil`) - Path to a Bash script that automatically runs after a notebook instance fully boots up. The path must be a URL or Cloud Storage path (`gs://path-to-file/file-name`).
diff --git a/clients/notebooks/mix.exs b/clients/notebooks/mix.exs
index 828c8a5517..e47b941c2a 100644
--- a/clients/notebooks/mix.exs
+++ b/clients/notebooks/mix.exs
@@ -18,7 +18,7 @@
 defmodule GoogleApi.Notebooks.Mixfile do
   use Mix.Project
 
-  @version "0.5.0"
+  @version "0.6.0"
 
   def project() do
     [