Welcome to ExamTopics
ExamTopics Logo
- Expert Verified, Online, Free.
Mail Us[email protected]
Menu
Amazon Discussions
exam questions

Exam AWS Certified Machine Learning - Specialty All Questions

View all questions & answers for the AWS Certified Machine Learning - Specialty exam
Go to Exam

Exam AWS Certified Machine Learning - Specialty topic 1 question 342 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty
Question #: 342
Topic #: 1
[All AWS Certified Machine Learning - Specialty Questions]

A media company is building a computer vision model to analyze images that are on social media. The model consists of CNNs that the company trained by using images that the company stores in Amazon S3. The company used an Amazon SageMaker training job in File mode with a single Amazon EC2 On-Demand Instance.

Every day, the company updates the model by using about 10,000 images that the company has collected in the last 24 hours. The company configures training with only one epoch. The company wants to speed up training and lower costs without the need to make any code changes.

Which solution will meet these requirements?

  • A. Instead of File mode, configure the SageMaker training job to use Pipe mode. Ingest the data from a pipe.
  • B. Instead of File mode, configure the SageMaker training job to use FastFile mode with no other changes.
  • C. Instead of On-Demand Instances, configure the SageMaker training job to use Spot Instances. Make no other changes,
  • D. Instead of On-Demand Instances, configure the SageMaker training job to use Spot Instances, implement model checkpoints.
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️
by GS_77 at Sept. 7, 2024, 1:25 p.m.
Disclaimers:
  • - ExamTopics website is not related to, affiliated with, endorsed or authorized by Amazon.
  • - Trademarks, certification & product names are used for reference only and belong to Amazon.

Comments

Chosen Answer:
This is a voting comment (?) , you can switch to a simple comment.
Switch to a voting comment New
Submit Cancel
GS_77
1 week, 6 days ago
Selected Answer: B
FastFile mode provides the best balance
upvoted 1 times
...

Get IT Certification

Unlock free, top-quality video courses on ExamTopics with a simple registration. Elevate your learning journey with our expertly curated content. Register now to access a diverse range of educational resources designed for your success. Start learning today with ExamTopics!

Start Learning for free
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel