Implement a shape-aware batching scheduler for static-graph LLM inference that optimally packs requests into…

Implement a shape-aware batching scheduler for static-graph LLM inference that optimally packs requests into…: a task in terminal-bench-2-1-apptainer-v1: Terminal-Bench 2.1 (offline Apptainer, v1) (Harbor dataset). In this task you will implement an LLM inference batching scheduler (shape‑aware)…