A Machine Learning Specialist Is Packaging a Custom ResNet Model

question 127

Multiple Choice

A Machine Learning Specialist is packaging a custom ResNet model into a Docker container so the company can leverage Amazon SageMaker for training. The Specialist is using Amazon EC2 P3 instances to train the model and needs to properly configure the Docker container to leverage the NVIDIA GPUs. What does the Specialist need to do?

• A) Bundle the NVIDIA drivers with the Docker image.
• B) Build the Docker container to be NVIDIA-Docker compatible.
• C) Organize the Docker container's file structure to execute on GPU instances.
• D) Set the GPU flag in the Amazon SageMaker CreateTrainingJob request body.

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Definitions:

FIFO

An inventory valuation method where goods first purchased or produced are the first to be sold, standing for First-In, First-Out.

Perpetual Inventory System

A perpetual inventory system is a method of accounting for inventory that records sales and purchases of goods in real-time through an inventory management system, offering accurate and up-to-date stock levels.

Ending Inventory

The value of goods available for sale at the end of an accounting period, calculated as the beginning inventory plus purchases minus cost of goods sold.

LIFO

"Last In, First Out," an inventory valuation method where goods purchased last are the first to be used or sold.