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NEW QUESTION: 1
Scenario: A Citrix Architect needs to design a new XenApp and XenDesktop environment.
The architect has identified the Resource Layer requirements shown in the Exhibit.
Click the Exhibit button to view the requirements.

Additionally, management at the organization has identified the following general Resource Layer requirements:
The profile solution should minimize logon and logoff times as much as possible.

The time required to configure and maintain the solution should be minimized.

User groups do NOT need to use the same profile type.

Which profile type should the architect use for the Customer Service group?
A. Citrix Profile Management
B. Local
C. Mandatory
D. Microsoft roaming
Answer: C
Explanation:
In Citrix Handbook, Local profiles are recommended for Hosted Pooled Desktops but not for Hosted Shared Desktops when persistence is not required.
With a local profile on a hosted desktop, you login, create your profile, and then it gets deleted. On a server,, that's not always the case because it's not deleated as part of a reboot when the user logs off.

NEW QUESTION: 2
PyTorch深層学習フレームワークを使用するマルチクラス画像分類深層学習モデルを作成します。
分類モデルのハイパーパラメーターを最適化するには、Azure Machine Learningハイパードライブを構成する必要があります。
精度が最も高いモデルとなるハイパーパラメーター値を決定するには、プライマリメトリックを定義する必要があります。
どの3つのアクションを実行する必要がありますか?それぞれの正解がソリューションの一部を示しています。
注:それぞれの正しい選択は1ポイントの価値があります。
A. bird_classifier_train.pyスクリプトを実行するために使用される推定器のprimary_metric_nameを正確に設定します。
B. 最小化するためにbird_classifier_train.pyスクリプトを実行するために使用される推定器のprimary_metric_goalを設定します。
C. bird_classifier_train.pyスクリプトの実行に使用される推定器のprimary_metric_nameをlossに設定します。
D. bird_classifier_train.pyスクリプトを実行して最大化するために使用される推定器のprimary_metric_goalを設定します。
E. bird_classifier_train.pyスクリプトにコードを追加して、モデルの検証損失を計算し、キー損失のある浮動小数点値としてログに記録します。
F. bird_classifier_train.pyスクリプトにコードを追加して、モデルの検証精度を計算し、それをキー精度の浮動小数点値として記録します。
Answer: A,D,F
Explanation:
AD:
primary_metric_name="accuracy",
primary_metric_goal=PrimaryMetricGoal.MAXIMIZE
Optimize the runs to maximize "accuracy". Make sure to log this value in your training script.
Note:
primary_metric_name: The name of the primary metric to optimize. The name of the primary metric needs to exactly match the name of the metric logged by the training script.
primary_metric_goal: It can be either PrimaryMetricGoal.MAXIMIZE or PrimaryMetricGoal.MINIMIZE and determines whether the primary metric will be maximized or minimized when evaluating the runs.
F: The training script calculates the val_accuracy and logs it as "accuracy", which is used as the primary metric.