于大模型迁移中学习 Docker

最近在做大模型的昇腾迁移，国产化框架踩坑不少，基本一天的工作量相当于之前做纯视觉算法时一周踩过的坑数了。

现在在modelarts上用八卡昇腾910跑llama，不同于之前自己配环境，昇腾生态创新中心都是用的镜像，虽说打包起来不用自己配的那么麻烦，但一键启动之后各种找不到包、调用函数出错的问题搞得我头大，真的每跑一次大模型都要找一个相匹配的镜像才可以吗？

Session stopped- Press <Return> to exit tab- Press R to restart session- Press S to save terminal output to file
root@168.170.140.104's password:
Access denied
root@168.170.140.104's password:
Access denied
root@168.170.140.104's password:┌──────────────────────────────────────────────────────────────────────┐│                 • MobaXterm Personal Edition v23.2 •                 ││               (SSH client, X server and network tools)               ││                                                                      ││ ⮞ SSH session to root@168.170.140.104                                ││   • Direct SSH      :  ✓                                             ││   • SSH compression :  ✓                                             ││   • SSH-browser     :  ✓                                             ││   • X11-forwarding  :  ✓  (remote display is forwarded through SSH)  ││                                                                      ││ ⮞ For more info, ctrl+click on help or visit our website.            │└──────────────────────────────────────────────────────────────────────┘Welcome to Ubuntu 18.04.1 LTS (GNU/Linux 4.15.0-29-generic aarch64)* Documentation:  https://help.ubuntu.com* Management:     https://landscape.canonical.com* Support:        https://ubuntu.com/advantageSystem information as of Fri Jul 21 05:39:31 EDT 2023Last login: Fri Jul 21 05:39:27 2023 from 10.10.10.42
-bash: /usr/local/Ascend/ascend-toolkit/set_env.sh: No such file or directory
root@ubuntu:~# docker images
REPOSITORY                                                                  TAG                                                                                                                               IMAGE ID       CREATED        SI                                                                              ZE
swr.cn-central-231.xckpjs.com/yangxi/chatglm_finetune                       v3                                                                                                                                ce059a3eb951   5 weeks ago    18                                                                              .3GB
swr.cn-north-309.mtgascendic.cn/bj-aicc/chatglm_finetune                    v3                                                                                                                                ce059a3eb951   5 weeks ago    18                                                                              .3GB
ascendhub.huawei.com/public-ascendhub/pytorch-modelzoo                      23.0                                                                              .RC1-1.11.0                                     1d3158646e1f   2 months ago   11                                                                              GB
swr.cn-north-309.mtgascendic.cn/bj-aicc/pytorch_1_11_0                      pyto                                                                              rch_1.11.0-cann_6.0.1-python_3.8-euler_2.8-v2   a5b48c40f013   2 months ago   13                                                                              .8GB
swr.cn-northwest-229.yantachaosuanzhongxin.com/yantapublic/pytorch_1_11_0   pyto                                                                              rch_1.11.0-cann_6.0.1-python_3.8-euler_2.8-v2   a5b48c40f013   2 months ago   13                                                                              .8GB
guoneng_paddle                                                              v1                                                                                                                                264ea1b0d9c6   3 months ago   43                                                                              .8GB
root@ubuntu:~# docker pull swr.cn-central-221.ovaijisuan.com/mindformers/mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39
mindformers_0.6.0dev_20230615_py39: Pulling from mindformers/mindformers_dev_mindspore_1_10_1
6df89f31df6b: Already exists
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Digest: sha256:46d06d8d248304cac200a1610adab48bd43b6f96950d0d9998194cfbce2b2835
Status: Downloaded newer image for swr.cn-central-221.ovaijisuan.com/mindformers/mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39
swr.cn-central-221.ovaijisuan.com/mindformers/mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39
root@ubuntu:~# docker login -u cn-north-309@UQ0YCRWIIJ4Q7UR0A63R -p 07c02a1f97ef2e5f0506c72c9b22f7296de1e43e6e20ed0dc7c3f882faeec7fd swr.cn-north-309.mtgascendic.cn
WARNING! Using --password via the CLI is insecure. Use --password-stdin.
WARNING! Your password will be stored unencrypted in /root/.docker/config.json.
Configure a credential helper to remove this warning. See
https://docs.docker.com/engine/reference/commandline/login/#credentials-storeLogin Succeeded
root@ubuntu:~# mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py                                                                              39sudo docker tag swr.cn-central-221.ovaijisuan.com/mindformers/mindformers_dev_                                                                              mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39 swr.cn-north-309.mtgascendic                                                                              .cn/aicc_lz/mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39^                                                                              C
root@ubuntu:~# sudo docker tag swr.cn-central-221.ovaijisuan.com/mindformers/min                                                                              dformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39 swr.cn-north-30                                                                              9.mtgascendic.cn/aicc_lz/mindformers_dev_mindspore_1_10_1:mindformers_0.6.0dev_2                                                                              0230615_py39
root@ubuntu:~# docker push swr.cn-north-309.mtgascendic.cn/aicc_lz/mindformers_d                                                                              ev_mindspore_1_10_1:mindformers_0.6.0dev_20230615_py39
The push refers to repository [swr.cn-north-309.mtgascendic.cn/aicc_lz/mindforme                                                                              rs_dev_mindspore_1_10_1]
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mindformers_0.6.0dev_20230615_py39: digest: sha256:46d06d8d248304cac200a1610adab                                                                              48bd43b6f96950d0d9998194cfbce2b2835 size: 18352
root@ubuntu:~#