Validates that pre-allocated CUDA graphs work for chunk-wise attention:
- Each (Q_chunk, K_chunk) pair has its own captured graph
- Zero copy_() during replay - all data pre-filled
- Uses nanovllm's flash_attn_with_lse and merge_attention_outputs
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>