Answer-first summary for fast verification
Answer: PyTorch
The question specifies using PyTorch 1.3 framework and requires no additional Python libraries to be installed. Azure ML provides framework-specific estimators that come pre-configured with the necessary dependencies. The PyTorch estimator (B) is specifically designed for PyTorch scripts and includes PyTorch and its dependencies by default, eliminating the need for additional library installations. While the generic Estimator (D) could technically work, it would require manual dependency management, potentially increasing setup time and complexity. The community discussion confirms that the generic Estimator is deprecated as of December 2021, making PyTorch the optimal choice. TensorFlow (A) and SKLearn (C) are for different frameworks and would not be appropriate for a PyTorch script.
Author: LeetQuiz Editorial Team
Ultimate access to all questions.
You create a multi-class image classification deep learning model using PyTorch 1.3 and a script file named train.py. You must run the script using an estimator that minimizes training time and requires no additional Python libraries to be installed.
Which estimator type should you use?
A
TensorFlow
B
PyTorch
C
SKLearn
D
Estimator
No comments yet.