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qidao123.com ToB IT社区-企服评测·应用市场»论坛 › 主机系统 › linux › 【Atlas 800 训练服务器(型号:9000)商用版驱动固件CA ...
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【Atlas 800 训练服务器(型号:9000)商用版驱动固件CANN】昇腾8*Ascend 9

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发表于 2024-6-15 03:55:03 | 显示全部楼层 |阅读模式

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20240516更新

我安装的版本不停不能多卡推理,让官方工作人员给我了商用版驱动固件CANN
和在昇腾官网上选择的型号后出现的都不一样
驱动、固件、toolkit、kernels
终极双卡推理baichuan2-14B-Chat成功

910b对应驱动

体系内核版本:5.10.0-60.18.0.50.oe2203.aarch64(华为对centos的优化版)
新体系需要先安装依赖
  1. yum install -y gcc gcc-c++ make cmake unzip zlib-devel libffi-devel openssl-devel pciutils net-tools sqlite-devel lapack-devel gcc-gfortran python3-devel
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这是官方保举的驱动 Ascend-hdk-910b-npu-driver_23.0.rc3_linux-aarch64.run

重启要警惕,偶然候体系会崩,华为只能安装对应的内核才气安装驱动,遥遥领先

我无法安装,报错cmi module initialize failed. ret is -8005
这个报错网上只有两种办理方案,一个是由于内核版本问题导致,一个是驱动导致
!!!!!千万不要降低或升高内核版本!!!!!

在这里查看对应体系以及内核—昇腾内查对照表
本人已实验过6种体系,在装体系的时候 对应好内核版本 一步到位才是最优解
昇腾驱动和固件社区资源下载中心:Ascend-hdk-910-npu-driver_23.0.rc3_linux-aarch64.run

以是910B不能安装910B的驱动吗?查看了合同,确定芯片是8*Ascend 910 B,但是服务器型号是A800 (Model 9000)(OEM)(通用版),在社区资源下载中心表现这个型号的服务器的确只能装910的驱动,后面910B对应的算子是无法使用的,以是很矛盾,910B的芯片只能装910的驱动,切不能使用910B的算子
官网表现的两个安装包均无法安装成功

mindspore官网:https://www.mindspore.cn/install/

颠末清除法测试,2.2.0版本可成功安装,不会报错,遥遥领先
颠末清除法测试,对应toolkit为Ascend-cann-toolkit_7.0.RC1_linux-aarch64.run
  1. pip install mindspore==2.2.0
复制代码

  1. UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  2.   setattr(self, word, getattr(machar, word).flat[0])
  3. UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero.
  4.   setattr(self, word, getattr(machar, word).flat[0])
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这两个警告不影响步伐运行,但是看着也烦,办理方案就是降低numpy版本(这里必须从conda安装,不能pip安装)
  1. conda install numpy==1.21.2 scipy==1.7.3 pandas==1.3.3
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这下就完全没有警告和什么杂七杂八的日记了
安装torch

  1. pip3 install torch==2.1.0
  2. pip install torchvision==0.16.0
  3. wget https://gitee.com/ascend/pytorch/releases/download/v5.0.rc3-pytorch2.1.0/torch_npu-2.1.0rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
  4. pip3 install torch_npu-2.1.0rc1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
  5. pip install setuptools==41.2.0
  6. python3 -c "import torch;import torch_npu;print(torch_npu.npu.is_available())"
复制代码
tokenizers==0.15.0,原因如下

混淆精度apex编译时,先更新python3-devel,再指定版本
  1. sudo yum install python3-devel
  2. bash scripts/build.sh --python=3.9
复制代码
再验证一下向量盘算
  1. python3 -c "import torch;import torch_npu; a = torch.randn(3, 4).npu(); print(a + a);"
复制代码

  1. Warning: Device do not support double dtype now, dtype cast repalce with float.
复制代码
就算是设置
  1. torch.set_default_dtype(torch.float32)
复制代码
也没有用,报警依然存在
这个就没办法了,openai说训练模子时精度不能损失,推理可以损失,但是可能华为觉得都可以损失
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