Skip to content

RAG Embedding

rag_embedding applies dense embedding-vector projection pressure relevant to retrieval and RAG front ends.

pantheon --test rag_embedding --duration 60 --gpu 0 --mem 50 --verify --profile
Area What it tests
Compute Dense embedding projection-style arithmetic.
Memory Repeated reads through a synthetic embedding working set.
Telemetry Compute, cache, DRAM, power, clock, and thermal behavior.
Result Synthetic embedding vectors per second.

It does not benchmark a model, vector database, embedding quality, or retrieval latency. Use it to isolate the underlying GPU execution path.