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Performance of Dell Servers Running with NVIDIA Accelerators on MLPerf™ Training v2.0
Introduction PowerEdge server, GPU, and software specifications
PowerEdge servers
GPUs
Software specifications
Performance results Multinode systems Performance improvements Conclusion Acknowledgment References

Software specifications

Software specifications

  • The software specifications for the MLPerf Training v2.0 includes:

    • CUDA 11.6
    • Driver 510.47.03 
    • cuBLAS 11.9.2.110
    • cuDNN 8.4.0.27
    • TensorRT 8.0.3
    • DALI 1.5.0
    • NCCL 2.12.10
    • Open MPI 4.1.1rc1
    • MOFED 5.4-1.0.3.0