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White Paper—Dell Server Performance Using the MLPerf™ Training v3.0 Benchmark
Executive summary Overview What is new in MLPerf Training v3.0 with Dell submissions? Growth of MLPerf as a benchmark Dell PowerEdge servers NVIDIA GPUs
Overview
Software specifications
Performance results Performance improvement Conclusion Acknowledgment MLCommons references

Software specifications

Software specifications

  • The software specifications for MLPerf Training v3.0 include:

    • NGC MXNet 23.04
    • NGC PyTorch 23.04
    • CUDA 12.1.0
    • CUDA Driver 530.30.02
    • CUBLAS 12.1.3.
    • CUDnn 8.9.0
    • TensorRT 8.6.1
    • DALI 1.23.0
    • NCCL 2.17.1
    • OpenMPI 4.1.4+
    • Mofed 5.4-rdmacore36.0