Strategy Arena GPU Lab
Auto-tune CUDA Evolved
Run a parameter sweep in your browser and surface candidate settings for review. This is research only: proposed parameters never auto-deploy to live strategies.
Search mode
Grid brute-force
Deterministic local simulation
Storage
Opt-in JSONL
No save until you click Save
Scope
Research
Manual promotion only
1. Configure
Parameter range
0 combos
Loading strategy configuration...
3. Method
Honest scope
This V1 runs a deterministic local sweep on Strategy Arena OHLCV reconstructed from the live arena price buffer. If that real buffer is unavailable, the page falls back to a clearly labelled synthetic engine-validation dataset. It is useful for narrowing parameter bands and producing comparable candidate logs. It is not a proof of live edge and it does not replace Monte Carlo validation.
- Client-side: compute runs in the browser, with WebGPU detection displayed when available.
- Transparent: each combination is ranked by PnL or Sharpe.
- Guarded: save endpoint validates payloads, throttles sessions, and rotates the JSONL log at 10 MB.
- Research-only: no live strategy parameter is changed by this page.