Diagnostic host topology (RunPod EUR-IS-1, CUDA 13.0) $ nvidia-smi topo -m GPU0 GPU1 NIC0 NIC1 CPU Affinity NUMA Affinity GPU NUMA ID GPU0 X NODE SYS SYS 64-127,192-255 1 N/A GPU1 NODE X SYS SYS 64-127,192-255 1 N/A NIC0 SYS SYS X PIX NIC1 SYS SYS PIX X $ nvidia-smi topo -p2p r GPU0 GPU1 GPU0 X OK GPU1 OK X $ nvidia-smi topo -p2p w GPU0 GPU1 GPU0 X OK GPU1 OK X $ nvidia-smi nvlink -s (no output; no NVLink devices or links exposed) NCCL_DEBUG=INFO NCCL_DEBUG_SUBSYS=INIT,GRAPH,P2P,COLL summary: - NCCL version 2.27.7+cuda13.0 - GPU path classified as PHB at 48.0 GB/s by NCCL topology - 4 collective channels, 4 P2P channels, 2 P2P channels per peer - 0 NVLS channels - P2P chunksize 131072 - Check P2P Type isAllDirectP2p 1 - GPU 0 -> GPU 1 via P2P/CUMEM - GPU 1 -> GPU 0 via P2P/CUMEM - Connected all rings, PXN 0, GDR 1 The first benchmark allocation differed: $ nvidia-smi topo -m GPU0 GPU1 CPU Affinity NUMA Affinity GPU NUMA ID GPU0 X SYS 0-55,112-167 0 N/A GPU1 SYS X 56-111,168-223 1 N/A $ nvidia-smi nvlink -s GPU 0: NVIDIA RTX PRO 6000 Blackwell Server Edition Device does not have or support Nvlink GPU 1: NVIDIA RTX PRO 6000 Blackwell Server Edition Device does not have or support Nvlink