Skip to content
Skills
Problems
Questions
Roles
Skills
Interview
Contest
Leaderboard
More
Problems
Questions
Roles
Skills
Interview
Contest
Leaderboard
More
Home
/
MLOps Engineer
/
Questions
/
Data Loading
MLOps Engineer
Data Loading questions
9 questions on Data Loading for mlops engineers, easiest first.
Easy
3
pin_memory in the DataLoader
easy
GPU waits for each batch
easy
Each GPU sees the same batches
easy
Medium
3
Same order every epoch
medium
Training data on a slow network share
medium
Millions of tiny image files
medium
Hard
3
GPU use swings between 0 and 100%
hard
Overlapping host-to-device copies
hard
Data prep and compute in sequence
hard
