Answer-first summary for fast verification
Answer: Data Science Virtual Machine for Linux (Ubuntu)
The correct answer is E because the Data Science Virtual Machine for Linux (Ubuntu) is the only option that supports both Caffe2 and PyTorch according to Microsoft documentation and community consensus. The documentation link provided in the discussion shows that Caffe2 is supported on Ubuntu 16.04, while PyTorch is supported on Windows Server 2019, Ubuntu 18.04, and Ubuntu 16.04. Since DSVMs are only available on Windows Server 2019 and Linux (Ubuntu), and Windows Server 2012/2016 are not supported DSVM options, Ubuntu is the only viable choice that supports both frameworks. Options A and D (Windows 2012/2016) are incorrect as they are not supported DSVM versions. Option B (CentOS) is incorrect as it's not a supported DSVM distribution. Option C (Geo AI DSVM) is incorrect as it's specialized for geospatial data and may not include these specific deep learning frameworks.
Author: LeetQuiz Editorial Team
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You need to create a pre-configured Data Science Virtual Machine (DSVM) that supports the open source deep learning frameworks Caffe2 and PyTorch. Which DSVM image should you select?
A
Data Science Virtual Machine for Windows 2012
B
Data Science Virtual Machine for Linux (CentOS)
C
Geo AI Data Science Virtual Machine with ArcGIS
D
Data Science Virtual Machine for Windows 2016
E
Data Science Virtual Machine for Linux (Ubuntu)
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