### What this PR does / why we need it? Fix the error "cur batch_size is invalid" during profile_run in the torchair scenario. ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? - vLLM version: v0.10.2 - vLLM main: https://github.com/vllm-project/vllm/commit/releases/v0.11.0 Signed-off-by: WithHades <244036962@qq.com>