Vocabulary

Understand the term. Connect the concept.

A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

Linked concepts open in a new tab. Audio reads the definition and example.

Compute Bound

Hardware / GPUs / Apple Silicon · Level 2 of 5

Compute Bound

Limited mainly by arithmetic execution capacity.

Adding memory bandwidth alone may not improve such a workload.

Example

A large dense multiplication keeps arithmetic units busy.

Listen to the definition and example

Audio transcript

Compute Bound. Limited mainly by arithmetic execution capacity. Adding memory bandwidth alone may not improve such a workload. For example: A large dense multiplication keeps arithmetic units busy.

Explore this concept

Why it matters

This helps you identify whether compute, memory, or runtime support limits execution.

Start with

FLOPs

Related concepts

Quick recall question

Try answering before looking back at the definition.

Put the terminology into context: How AI works · Machine-native representations · All learning paths

Manage browser learning data

“Remove my test data” clears all AI 101 and ML 101 scores, reviews, project checklists and rating selections, plus saved vocabulary and recent history in this browser. Test entries cannot be separated from other learning progress. Cookie preferences, security protections, submitted feedback, contact emails and past analytics are kept.