5 tagged mfu, measured the same way as everything else here.
Browse within: autoresearch 5jax 5knowledge-graph 5machine-learning 5
vlasenkoalexey/tpu_performance_autoresearch_wiki
Agent Claude Code
Launch a single TPU training workload on a GKE cluster via XPK, poll until completion or hang, capture xprof + HLO dumps to GCS, and report structured verdict signals back to the master agent. Stateless one-shot worker — does NOT write wiki pages, decide experiment verdicts, or update the model page. Use for every…
vlasenkoalexey/tpu_performance_autoresearch_wiki
Agent Claude Code
Independent verifier for kernel-family experiments (the Roles section's verifier for the pallas lane). Given a final candidate kernel + the naive baseline, it independently re-benchmarks both in a fresh process, re-runs numerical parity, captures traces/LLO dumps with the canonical flag set, runs the hypothesis-firing…
vlasenkoalexey/tpu_performance_autoresearch_wiki
Agent Claude Code
Analyze a single completed experiment's xprof trace + HLO dump and return structured ## Profile + ## HLO Dump markdown sections that slot directly into the experiment page. Phases: Phase 1 walks xprof (bucket attribution, dominant ops, memory profile); Phase 2 walks HLO (module sizes, fusion verification, regression…