PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #349
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #349: Real Exam Question with Answer & Explanation
Sign in or unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to reveal the answer and full explanation for question #349. The question stem and answer options stay visible for context.
Question
You built a custom Vertex AI pipeline job that preprocesses images and trains an object detection model. The pipeline currently uses 1 n1-standard-8 machine with 1 NVIDIA Tesla V100 GPU. You want to reduce the model training time without compromising model accuracy. What should you do?
Options
- AReduce the number of layers in your object detection model.
- BTrain the same model on a stratified subset of your dataset.
- CUpdate the WorkerPoolSpec to use a machine with 24 vCPUs and 1 NVIDIA Tesla V100 GPU.
- DUpdate the to use a machine with 24 vCPUs and 3 NVIDIA Tesla V100 GPUs.
Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to see the answer
You've previewed enough free PROFESSIONAL-MACHINE-LEARNING-ENGINEER questions. Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER for full answers, explanations, the timed quiz mode, progress tracking, and the master PDF. Question stem and options stay visible so you can still see what's on the exam.