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foxhunt/docs
jgrusewski bd35bdb6a3 spec(ml-backtesting): deployability-sweep parallelism + rate design
Brainstormed live with claude-opus-4-7. Targets ≤1h wall-clock per
4-quarter sweep on 1-3 L40S pods (vs ~750 GPU-hours naive). Three
multiplicative levers: per-backtest sim parameter matrix (~140×),
CUDA Graph capture (~2×), pod-level parallelism (~3×). Verified by
code-read during scoping:
  - forward_only has no graph capture (X11 plan said so, X11 commit
    didn't ship it)
  - two host-roundtrip loops in sim.rs need GPU-ization for batching
    to pay off (dispatch_latent_market_orders + close-detection)
  - cost system is a literal-zero placeholder in pnl_track.cu:92

7-commit atomic ladder (P1-P7), each gated by tests + a measured rate
target. bf16 explicitly deferred to follow-up.

Awaiting review before transitioning to writing-plans for the
implementation plan.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 16:08:24 +02:00
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