I'll rewrite the SLURM job submission script in Markdown format with proper formatting and explanation.
Below is a comprehensive example of a SLURM batch script for running inference using PyTorch's torchrun on a distributed cluster:
#!/bin/bash
#SBATCH --job-name=torch_inference
#SBATCH --output=torch_inference_%j.out