References

nsys

nsys profile --trace=cuda,nvtx --gpu-metrics-devices=all <application>

--gpu-metrics-devices=all

  • SM and warps usage
  • NVLink Bandwidth (GPU-to-GPU communication, intra-node)
  • PCIe Bandwidth (inter-node communication)