• Members 12 posts
    2026年4月30日 11:33

    服务器信息:h3c
    gpu:mx c550
    cpu:海光
    rdma网卡:8 * mlx
    问题描述:
    无论如何增加HCA高性能网卡,多机allreduce等最后带宽只打满了一张网卡,也就是全部都走了一个网卡,MCCL_CROSS_NIC也分别修改过0 1 没有效果
    MCCL_IB_HCA=mlx5_0,mlx5_1,.....
    rdma网络正常,,网卡间通信正常,所有机器的网卡1属于子网a,网卡2属于子网b,一一对应,调整了很多参数还是无法做到让allreduce测试走多个网卡

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  • Members 458 posts
    2026年4月30日 11:35

    尊敬的开发者您好,请提供每张网卡ib_write测试结果

  • Members 12 posts
    2026年4月30日 11:40

    所有卡的测试结果类似 ,

    image.png

    PNG, 682.6 KB, uploaded by wanglifeng on 2026年4月30日.

  • Members 458 posts
    2026年4月30日 11:42

    尊敬的开发者您好,请提供allreduce测试脚本以及测试结果

  • Members 12 posts
    2026年4月30日 11:56

    结果:
    MCCL INFO Connected all trees

        1024           256     float     sum      -1     47.37    0.02    0.04      0     44.43    0.02    0.04      0
    
        2048           512     float     sum      -1     43.77    0.05    0.09      0     43.64    0.05    0.09      0
    
        4096          1024     float     sum      -1     46.11    0.09    0.17      0     47.15    0.09    0.16      0
    
        8192          2048     float     sum      -1     47.47    0.17    0.32      0     45.45    0.18    0.34      0
    
       16384          4096     float     sum      -1     48.26    0.34    0.64      0     54.89    0.30    0.56      0
    
       32768          8192     float     sum      -1     51.41    0.64    1.20      0     56.86    0.58    1.08      0
    
       65536         16384     float     sum      -1    131.29    0.50    0.94      0    129.71    0.51    0.95      0
    
      131072         32768     float     sum      -1    132.38    0.99    1.86      0    133.09    0.98    1.85      0
    
      262144         65536     float     sum      -1    136.61    1.92    3.60      0    138.39    1.89    3.55      0
    
      524288        131072     float     sum      -1    151.87    3.45    6.47      0    160.54    3.27    6.12      0
    
     1048576        262144     float     sum      -1    190.91    5.49   10.30      0    175.86    5.96   11.18      0
    
     2097152        524288     float     sum      -1    387.85    5.41   10.14      0    216.03    9.71   18.20      0
    
     4194304       1048576     float     sum      -1    291.62   14.38   26.97      0    286.74   14.63   27.43      0
    
     8388608       2097152     float     sum      -1    426.88   19.65   36.85      0    430.51   19.49   36.54      0
    
    16777216       4194304     float     sum      -1    670.59   25.02   46.91      0    753.13   22.28   41.77      0
    
    33554432       8388608     float     sum      -1   1503.81   22.31   41.84      0   1541.25   21.77   40.82      0
    
    67108864      16777216     float     sum      -1   2721.40   24.66   46.24      0   2719.98   24.67   46.26      0
    

    134217728 33554432 float sum -1 5417.88 24.77 46.45 0 5400.53 24.85 46.60 0

    268435456 67108864 float sum -1 10798.70 24.86 46.61 0 10757.76 24.95 46.79 0

    536870912 134217728 float sum -1 21586.39 24.87 46.63 0 21569.71 24.89 46.67 0

    1073741824 268435456 float sum -1 43066.86 24.93 46.75 0 43017.88 24.96 46.80 0

    MCCL INFO comm 0x7f279eec4010 rank 14 nranks 16 cudaDev 6 busId e3000 - Destroy COMPLETE

    458098:458098 [6] MCCL INFO comm 0x7f12d7f12010 rank 6 nranks 16 cudaDev 6 busId e3000 - Destroy COMPLETE

    :458092 [0] MCCL INFO comm 0x7f7a5329c010 rank 0 nranks 16 cudaDev 0 busId 23000 - Destroy COMPLETE

    [4] MCCL INFO comm 0x7fb504712010 rank 12 nranks 16 cudaDev 4 busId a3000 - Destroy COMPLETE

    Out of bounds values : 0 OK

    Avg bus bandwidth : 20.1137

    脚本:

    !/bin/bash

    set -euo pipefail

    MACA_PATH=/opt/maca

    HOST_IP=${HOST_IP:-"机器信息"}

    IP_MASK=${IP_MASK:-"172.16.1.0/24"}

    GPU_NUM=${GPU_NUM:-64}

    IB_PORT="mlx5_1,mlx5_2,mlx5_3,mlx5_4,mlx5_5,mlx5_6,mlx5_7"

    GID_INDEX=${GID_INDEX:-3}

    TEST_DIR=/opt/maca/samples/mccl_tests/perf/mccl_perf

    BENCH_NAMES=${BENCH_NAMES:-"all_reduce_perf"}

    PERF_ENV="-x FORCE_ACTIVE_WAIT=2"

    LIB_PATH_ENV="-x LD_LIBRARY_PATH=${MACA_PATH}/lib:${MACA_PATH}/ompi/lib"

    ENV_VAR="\

    -x OMPI_ALLOW_RUN_AS_ROOT=1 \

    -x OMPI_ALLOW_RUN_AS_ROOT_CONFIRM=1 \

    -x MCCL_IB_HCA=${IB_PORT} \

    -x MCCL_IB_GID_INDEX=${GID_INDEX} \

    -x MCCL_SOCKET_IFNAME=eth10 \ #尝试增加多个mlx卡 通信也无效

    -x MCCL_CROSS_NIC=0 \ # 0,1尝试也无效

    ${PERF_ENV} \

    ${LIB_PATH_ENV}"

    MPI_PROCESS_NUM=${GPU_NUM}

    MPI_RUN_OPT="\

    -mca btl_tcp_if_include ${IP_MASK} \

    -mca oob_tcp_if_include ${IP_MASK} \

    -mca pml ^ucx \

    -mca osc ^ucx \

    -mca btl ^openib"

    for BENCH in ${BENCH_NAMES}; do

    echo "The test is ${BENCH}, the maca version is $(realpath ${MACA_PATH})"

    echo "HOST_IP=${HOST_IP}"

    echo "IP_MASK=${IP_MASK}"

    echo "GPU_NUM=${GPU_NUM}"

    echo "IB_PORT=${IB_PORT}"

    echo "GID_INDEX=${GID_INDEX}"

    ${MACA_PATH}/ompi/bin/mpirun \

    --allow-run-as-root \
    
    -np ${MPI_PROCESS_NUM} \
    
    ${MPI_RUN_OPT} \
    
    -host ${HOST_IP} \
    
    ${ENV_VAR} \
    
    ${TEST_DIR}/${BENCH} \
    
    -b 1K -e 1G -d float -f 2 -g 1 -n 10
    

    done

  • Members 458 posts
    2026年4月30日 11:58

    尊敬的开发者您好,您是如何判断多机allreduce等最后带宽只打满了一张网卡,也就是全部都走了一个网卡

  • Members 12 posts
    2026年4月30日 12:26

    多个卡带宽太低了,即使只用一个网卡 结果也是一样的

  • Members 458 posts
    2026年4月30日 12:39

    尊敬的开发者您好,请通过商务渠道获取集群部署指南,按照相关说明配置网络

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