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Parts/Accelerators/Groq LPU

Accelerators · LPU · 2023

Groq LPU

Language Processing Unit. Deterministic execution with no caches, which trades flexibility for predictable latency.

Why this part

Deterministic execution with no caches, no branch prediction and no external memory: the compiler schedules every cycle in advance, so latency is exactly predictable. That makes it excellent at inference and useless for training, and it means a model has to be split across enough chips for its weights to fit in on-die SRAM. The bet is that inference, not training, is where the sustained volume ends up.

Systems using this part

Systems
3
Rmax underneath
0.0 GFlop/s
Units recorded
19,000
1 of 3 edges disclose a quantity
System Role Country Units System Rmax Supplied by Rank
GroqCloud Dammam Inference Cluster
2025-02
Accelerator Saudi Arabia 19,000 - Groq -
GroqCloud Sydney Inference Cluster
Accelerator Australia - - Groq -
GroqCloud Kamloops Inference Cluster
Accelerator Canada - - Groq -

“Units recorded” sums only the edges where a public source states a quantity. It is a floor, not a total, and should never be read as installed base.

Further reading