[Solved] Which of the following is a common cost optimization technique in training AI models? — Ans: Using early stopping to prevent overtraining | Agentic AI

Agentic AI - Production Agent Architecture

Which of the following is a common cost optimization technique in training AI models?

AUsing early stopping to prevent overtraining

BIncreasing the number of training epochs indefinitely

CIgnoring batch size during training

DAlways using the largest possible model

Step-by-Step Solution

Solution:

Step 1: Review common cost-saving methods
Early stopping stops training when no improvement is seen, saving time and resources.
Step 2: Compare options
Increasing epochs or ignoring batch size wastes resources; largest models cost more.
Final Answer:
Using early stopping to prevent overtraining -> Option A
Quick Check:
Cost optimization technique = Early stopping [OK]

Quick Trick: Stop training early to save time and cost [OK]

Common Mistakes:

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