Three-phase plan to eliminate all GPU→CPU roundtrips from training: - Phase 1: Seal training loop (persistent GPU epoch state, async monitoring) - Phase 2: Vectorized CUDA backtest kernel for hyperopt evaluation - Phase 3: General-purpose GPU backtester replacing CPU SIMD path Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>