Add TPU model performance optimization use case (tpu_performance_autoresearch_wiki)#15
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vlasenkoalexey wants to merge 2 commits into
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Add TPU model performance optimization use case (tpu_performance_autoresearch_wiki)#15vlasenkoalexey wants to merge 2 commits into
vlasenkoalexey wants to merge 2 commits into
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Adds a use-case row to the Use Cases table for vlasenkoalexey/tpu_performance_autoresearch_wiki.
It applies the autoresearch keep/discard loop to TPU model performance (MFU / tokens-per-sec) on v6e-8 — profiling each run through an XProf MCP server, making one model-code change per experiment, and keeping or reverting against measured MFU. Includes Llama3-8B and Qwen3-8B case studies across JAX and torchax lanes; several agent+harness stacks surpass the MaxText reference.
Per the contributing note on verifiable traces, the full exploration trace is public: