Infrastructure & Compute
Accelerator
Specialized hardware designed to speed up computationally intensive workloads such as AI.
Example
A team adds an accelerator to reduce the time needed for model inference.
Why it matters
It can reduce the time or energy needed for suitable repeated calculations.
You'll hear it
“This accelerator helps only if our software can use it.”
Can you control it?
Set by the team
The people building or running the AI choose this setup. An everyday user generally needs their help to change how this part works.
Common questions
- Does accelerator mean the same device in every product?
- No. Different hardware designs target different kinds of work.
- Can moving data limit the benefit?
- Yes. Fast calculation may still wait for information to arrive.
- Can a task become slower despite added hardware?
- It can if transfer or coordination overhead outweighs the accelerated work.