Learn › GPU Operations & NCCL Troubleshooting
Break/fix scenarios on real multi-GPU systems. Diagnose NCCL timeouts, bandwidth bottlenecks, wrong interface selection, shared memory exhaustion, and straggler GPUs. The debugging methodology used by production AI infrastructure teams. 5 labs on dual A100 NVLink. Estimated GPU cost: ~$21.96.