AI-200 Containerized AI Workloads Practice Question
You are deploying a custom PyTorch inference model container to Azure Container Apps. The application requires GPU acceleration for real-time video processing. Which Azure Container Apps environment configuration tier must you select to support this requirement?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Dedicated workload profiles (Consumption and Dedicated)
GPU-enabled nodes in Azure Container Apps are supported exclusively through the Consumption dedicated workload profiles tier, allowing you to scale container apps with NVIDIA GPU hardware.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Serverless container instances tier
Why it's wrong here
Azure Container Instances supports GPUs, but Azure Container Apps specifically utilizes workload profiles for GPU allocation.
- ✗
Azure Container Apps Basic tier
Why it's wrong here
Azure Container Apps does not have a Basic tier; it uses a consumption-based or workload profile architecture.
- ✓
Dedicated workload profiles (Consumption and Dedicated)
Why this is correct
GPU-enabled container apps require dedicated workload profiles that support NC-series or similar GPU nodes.
- ✗
Consumption standard workload profile
Why it's wrong here
The standard Consumption profile uses CPU-only nodes and does not provision GPU hardware.
About these practice questions
One of 503 original AI-200 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-200 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-200 exam.