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[testing][shortfin llm] Add soak tests #1044

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renxida opened this issue Mar 6, 2025 · 0 comments
Open

[testing][shortfin llm] Add soak tests #1044

renxida opened this issue Mar 6, 2025 · 0 comments
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@renxida
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renxida commented Mar 6, 2025

Our current concurrent-request tests aren't sufficient to catch most memory leaks / concurrency issues.

We probably also want some soak tests (https://en.wikipedia.org/wiki/Soak_testing), e.g. run for 30 minutes with a variable number of requests coming in throughout that period. These tests are unlikely to catch memory leaks or concurrency issues.

We should check what vLLM, SGLang, and llama.cpp do too.

(from Scott's comment on #1028)

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