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Exam DP-100 topic 3 question 10 discussion

Actual exam question from Microsoft's DP-100
Question #: 10
Topic #: 3
[All DP-100 Questions]

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
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An IT department creates the following Azure resource groups and resources:

The IT department creates an Azure Kubernetes Service (AKS)-based inference compute target named aks-cluster in the Azure Machine Learning workspace.
You have a Microsoft Surface Book computer with a GPU. Python 3.6 and Visual Studio Code are installed.
You need to run a script that trains a deep neural network (DNN) model and logs the loss and accuracy metrics.
Solution: Install the Azure ML SDK on the Surface Book. Run Python code to connect to the workspace and then run the training script as an experiment on local compute.
Does the solution meet the goal?

  • A. Yes
  • B. No
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️

Comments

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dev2dev
Highly Voted 3 years, 7 months ago
we can run locally. anwer is yes
upvoted 24 times
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Manishi_VBA
Highly Voted 3 years, 5 months ago
The answer should be yes. The local machine does have the capability to run DNN
upvoted 10 times
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evangelist
Most Recent 5 months ago
Selected Answer: A
answer is A, yes, AKS is used as inference compute target, inference means hosting and deploying the model not training the model
upvoted 1 times
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sl_mslconsulting
5 months, 2 weeks ago
Selected Answer: B
Even the doc says you can use Local computer as a training target, but I can't find any detailed steps to do this. Besides, it will still be unmanaged compute and I doubt you can log the metrics that can be utilized to improve the performance of the model.
upvoted 1 times
sl_mslconsulting
5 months, 2 weeks ago
ChatGPT said I was wrong. The answer should be A.
upvoted 1 times
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PI_Team
1 year, 3 months ago
Selected Answer: A
The question only asks about running a script that trains a DNN model and logs the loss and accuracy metrics. In that case, the solution does meet the goal. Installing the Azure ML SDK on the Surface Book and running the training script as an experiment on local compute would allow you to train a DNN model and log the loss and accuracy metrics. SaM
upvoted 1 times
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krishna1818
1 year, 5 months ago
Selected Answer: A
yes we can run the DNN locally
upvoted 2 times
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Yuriy_Ch
1 year, 7 months ago
Exactly this question was on exam 07/March/2023
upvoted 2 times
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ahson0124
1 year, 8 months ago
In exam on 2023-02-15
upvoted 3 times
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slcheng
2 years ago
Selected Answer: A
Ans : A
upvoted 1 times
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majma
2 years, 5 months ago
if we should log the metrics into the workspace then answer is correct
upvoted 1 times
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ning
2 years, 5 months ago
Selected Answer: A
This question is so poorly written ... Can we run local DNN, yes, we can ... Does that use the VM listed, no it is not ... As question is asking for whether we can run ... So I will vote for YES
upvoted 2 times
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JoshuaXu
2 years, 12 months ago
on 6 Nov 2021, the answer should be "yes"
upvoted 3 times
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hargur
3 years ago
on 19Oct2021
upvoted 1 times
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kail85
3 years, 4 months ago
No indication if cudatoolkit is installed. Just have python and gpu is not enough to run dnn.
upvoted 3 times
lewitt
2 years, 1 month ago
technically you don't even need a GPU to run a DNN. Its just faster with one, but having python and a cpu is enough to run a DNN in normal cases.
upvoted 2 times
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treadst0ne
3 years, 4 months ago
The answer should be YES, you can log metrics running locally without attaching the computer. The only case to attach your computer, is to make it available as a ComputeTarget when running experiments.
upvoted 4 times
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chaudha4
3 years, 6 months ago
The answer is Yes. The surface book has a GPU and even though there is no mention of RAM, it seems like the surface book is capable of training a DNN model.
upvoted 4 times
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cenkersoy
3 years, 7 months ago
There is no indication about the amount of RAM of the local machine. So it may not be enough to run DNN.
upvoted 3 times
chaudha4
3 years, 6 months ago
There is also no indication that the book is surface book fully charged and has a power supply !! They clearly mention that the surface book has GPU and the python env. I don't see why we cannot train locally.
upvoted 17 times
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C (25%)
B (20%)
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