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Exam DP-100 topic 2 question 53 discussion

Actual exam question from Microsoft's DP-100
Question #: 53
Topic #: 2
[All DP-100 Questions]

HOTSPOT -
You create an Azure Machine Learning workspace and set up a development environment. You plan to train a deep neural network (DNN) by using the
Tensorflow framework and by using estimators to submit training scripts.
You must optimize computation speed for training runs.
You need to choose the appropriate estimator to use as well as the appropriate training compute target configuration.
Which values should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

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Suggested Answer:
Box 1: Tensorflow -
TensorFlow represents an estimator for training in TensorFlow experiments.
Box 2: 12 vCPU, 112 GB memory..,2 GPU,..
Use GPUs for the deep neural network.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.dnn

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MarinaMijailovic
1 year ago
How do you know which training compute to choose? There are so many details. How to know in general what are the best options?
upvoted 1 times
lcgcastro96
1 year ago
TensorFlow will normally require GPU for faster computation times, the only machine there with GPU is the solution chosen one
upvoted 5 times
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PremPatrick
1 year, 7 months ago
Why not Pytorch as option?
upvoted 1 times
RicSpd
1 year, 6 months ago
Because it is written "by using the Tensorflow framework"
upvoted 6 times
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AjoseO
2 years, 3 months ago
Correct! DNN frameworks include TensorFlow and Pytorch, and works best with GPU!
upvoted 4 times
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renuka1234
2 years, 6 months ago
Correct
upvoted 4 times
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