Phase 1: CUDA events, dynamic batch size, async q-stats, phase overlap Phase 2: Multi-stream branches, target/online parallelism Phase 3: CUDA Graph experience collection, lock removal Validation: H100 benchmark with epoch time + SM utilization targets Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>