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UiPath AI Center™

UiPath AI Center™

ML 包离线安装

概述


如果您使用的是AI Center TM的离线安装,请按照此页面中的说明安装 ML 包。

ML 包列表


CategoryModel nameVersion in AIC 22.10UiPath versionMetadataOffline bundle needed
UiPath Language AnalysisCustom Named Entity922.6HereNo
Multilingual Text Classification422.6HereNo
Light Text Classification422.6HereNo
UiPath Image AnalysisImageClassification4N/AHereNo
Open-Source PackagesTextSummarization1N/AHereNo
TPOTAutoMLClassification1N/AHereNo
SentimentAnalysis1N/AHereNo
QuestionAnswering1N/AHereNo
EnglishTextClassification2N/AHereNo
Task MiningTMAnalyzerModel11.0.21HereNo
Computer VisionComputerVision422.10.0HereYes

Note: In order to use ML Packages, you must first upload the packages in UiPath AI CenterTM. To do so, follow the steps from Upload model to AI Center. Some models, like Computer Vision or Document Understanding, need to be installed. If you plan on using these models, make sure to install them first by following the procedure from Install the offline bundle.
使用 Python 3.6 模型时,请确保安装了正确的捆绑包。

For Document Understanding ML Packages offline installation, please check this page.

将模型上传到 AI Center


要在离线环境中安装开箱即用的包,请按照以下步骤操作。

  1. 在租户级别访问开箱即用的包。要添加新的 ML 包,请单击“新建”按钮。
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Note: In order to access the page, make sure that you have Read permissions. The Create new button is only visible if you have Create permissions as well.

  1. 转到“ML 日志”页面。从公共租户上传并验证的 ML 包将显示在此处。单击“新建”以上传新模型。

  2. 分别上传 ML 包 zipjson 文件。

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  1. 单击“提交”

Note: After you upload the model, wait a few minutes until validation is successful. After validation is successful, refresh the grid manually. You can now go to any project in the Out of the box packages page and you can find the newly uploaded ML Package.

上传 ML 包后,系统将显示“ML 日志”页面。

安装所需的捆绑包


某些模型(如 Computer Vision 模型)需要安装专用捆绑包才能实际使用。下表列出了具有关联捆绑包的此类模型:

ModelVersionBundle link
Computer Vision21.2cv-bundle
  1. 在安装捆绑包之前,请确保它尚未存在。如果不是这种情况,或者您不确定是否可以继续下一步,否则您只需要按照上传模型文档进行操作。

  2. 对于 Windows 计算机,请直接通过捆绑包链接下载。对于 Linux 计算机,请在可以访问互联网的计算机上按照以下命令下载所需的捆绑包:

wget -O ~/<bundle-name.tar.gz> 'bundle-link'
  1. 将以下捆绑包复制到集群的主计算机(进行安装的位置)上的 /uipath/tmp 文件夹:
scp ~/<bundle-name.tar.gz> <username>@<node dns>:/uipath/tmp/
  1. 连接到此主计算机并加载捆绑包:
./configureUiPathAS.sh registry upload --optional-offline-bundle "/uipath/tmp/du.tar.gz" --offline-tmp-folder "/uipath/tmp"

Updated 10 days ago

ML 包离线安装


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