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ModelArts UMN 20251011 version

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Reviewed-by: Kacur, Michal <michal.kacur@t-systems.com>
Co-authored-by: Wuwan, Qi <wuwanqi1@noreply.gitea.eco.tsi-dev.otc-service.com>
Co-committed-by: Wuwan, Qi <wuwanqi1@noreply.gitea.eco.tsi-dev.otc-service.com>
This commit is contained in:
Wuwan, Qi
2025-11-06 10:16:45 +00:00
committed by zuul
parent 11026d61f2
commit d60ee93f9e
9 changed files with 1351 additions and 1184 deletions
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</li>
<li class="ulchildlink"><strong><a href="develop-modelarts-0092.html">Viewing Training Job Events</a></strong><br>
</li>
<li class="ulchildlink"><strong><a href="develop-modelarts-0108.html">Viewing Training Job Tags</a></strong><br>
</li>
<li class="ulchildlink"><strong><a href="develop-modelarts-0015.html">Viewing the Resource Usage of a Training Job</a></strong><br>
</li>
<li class="ulchildlink"><strong><a href="develop-modelarts-0104.html">Viewing Environment Variables of a Training Container</a></strong><br>

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@ -268,7 +268,25 @@ train_url = os.getenv("train_url", "")</pre>
</tbody>
</table>
</div>
</li></ol><ol start="5" id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_ol0873861001"><li id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_li18162037133010">Click <strong id="EN-US_TOPIC_0000002340727664__b43691138171817">Submit</strong> to create the training job.<p id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_p192653183295">A training job generally runs for a period of time. To view the real-time status and basic information of a training job, switch to the training job list.</p>
</li></ol><ol start="5" id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_ol0873861001"><li id="EN-US_TOPIC_0000002340727664__li122644313545">(Optional) Configure advanced settings.
<div class="tablenoborder"><table cellpadding="4" cellspacing="0" summary="" id="EN-US_TOPIC_0000002340727664__table102119414598" frame="border" border="1" rules="all"><caption><b>Table 5 </b>Advanced settings</caption><thead align="left"><tr id="EN-US_TOPIC_0000002340727664__row20211743599"><th align="left" class="cellrowborder" valign="top" width="15.49%" id="mcps1.3.4.3.1.1.2.3.1.1"><p id="EN-US_TOPIC_0000002340727664__p2021216420599">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="84.50999999999999%" id="mcps1.3.4.3.1.1.2.3.1.2"><p id="EN-US_TOPIC_0000002340727664__p921210416598">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="EN-US_TOPIC_0000002340727664__row3212194105917"><td class="cellrowborder" valign="top" width="15.49%" headers="mcps1.3.4.3.1.1.2.3.1.1 "><p id="EN-US_TOPIC_0000002340727664__p1321254135916">Tags</p>
</td>
<td class="cellrowborder" valign="top" width="84.50999999999999%" headers="mcps1.3.4.3.1.1.2.3.1.2 "><p id="EN-US_TOPIC_0000002340727664__p8060118">ModelArts can work with Tag Management Service (TMS). When creating resource-consuming tasks in ModelArts, for example, training jobs, configure tags for these tasks so that ModelArts can use tags to manage resources by group.</p>
<p id="EN-US_TOPIC_0000002340727664__p6174194201">For details about how to use tags, see <a href="resmgmt-modelarts_0063.html">Using TMS Tags to Manage Resources by Group</a>.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="note" id="EN-US_TOPIC_0000002340727664__note766351311316"><img src="public_sys-resources/note_3.0-en-us.png"><span class="notetitle"> </span><div class="notebody"><p id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001452756857_p1250621203617">You can select a predefined TMS tag from the tag drop-down list or customize a tag. Predefined tags are available to all service resources that support tags. Customized tags are available only to the service resources of the user who has created the tags.</p>
</div></div>
</li><li id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_li18162037133010">Click <strong id="EN-US_TOPIC_0000002340727664__b43691138171817">Submit</strong> to create the training job.<p id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_p192653183295">A training job generally runs for a period of time. To view the real-time status and basic information of a training job, switch to the training job list.</p>
<ul id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_ul1097185162915"><li id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_li79965172916">In the training job list, <strong id="EN-US_TOPIC_0000002340727664__b5197175319189">Status</strong> of the newly created training job is <strong id="EN-US_TOPIC_0000002340727664__b819745316188">Pending</strong>.</li><li id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_li1499195112912">When the status of a training job changes to <strong id="EN-US_TOPIC_0000002340727664__b139074552182">Completed</strong>, the training job is complete, and the generated model is stored in the corresponding training output path.</li><li id="EN-US_TOPIC_0000002340727664__en-us_topic_0000001072729016_li710035152912">If the status is <strong id="EN-US_TOPIC_0000002340727664__b1316915351919">Failed</strong> or <strong id="EN-US_TOPIC_0000002340727664__b5177143141917">Abnormal</strong>, click the job name to go to the job details page and view logs for troubleshooting. For details, see <a href="develop-modelarts-0013.html">Training Job Details</a>.</li></ul>
</li></ol>
</div>

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<a name="EN-US_TOPIC_0000002493132665"></a><a name="EN-US_TOPIC_0000002493132665"></a>
<h1 class="topictitle1">Viewing Training Job Tags</h1>
<div id="body0000002493132665"><p id="EN-US_TOPIC_0000002493132665__p132621266563">You can add tags to a training job for quick search.</p>
<ol id="EN-US_TOPIC_0000002493132665__en-us_topic_0000001231305846_en-us_topic_0000001244362299_ol1251152035016"><li id="EN-US_TOPIC_0000002493132665__li351813855210">Log in to the ModelArts console. In the navigation pane, choose <strong id="EN-US_TOPIC_0000002493132665__b11343313182515">Training Management</strong> &gt; <strong id="EN-US_TOPIC_0000002493132665__b1343171392518">Training Jobs</strong>.</li><li id="EN-US_TOPIC_0000002493132665__en-us_topic_0000001231305846_en-us_topic_0000001244362299_en-us_topic_0000001206009603_li79561311145814">In the training job list, click the name of the target job to go to the training job details page.</li><li id="EN-US_TOPIC_0000002493132665__en-us_topic_0000001231305846_en-us_topic_0000001244362299_li5913146155019">Click <strong id="EN-US_TOPIC_0000002493132665__b109320382368">Tags</strong>.<p id="EN-US_TOPIC_0000002493132665__p13843539182510">Tags can be added, modified, and deleted. For details about how to use tags, see <a href="resmgmt-modelarts_0063.html">Using TMS Tags to Manage Resources by Group</a>.</p>
<div class="note" id="EN-US_TOPIC_0000002493132665__note354910115581"><img src="public_sys-resources/note_3.0-en-us.png"><span class="notetitle"> </span><div class="notebody"><p id="EN-US_TOPIC_0000002493132665__p1754931115810">You can add up to 20 tags to a training job.</p>
</div></div>
</li></ol>
</div>
<div>
<div class="familylinks">
<div class="parentlink"><strong>Parent topic:</strong> <a href="develop-modelarts-0010.html">Performing a Training</a></div>
</div>
</div>

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<p id="EN-US_TOPIC_0000002340732380__en-us_topic_0165025305_p51322576501">You can select the start time and end time when defining the time segment.</p>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002340732380__row14721545191110"><td class="cellrowborder" valign="top" width="25.47%" headers="mcps1.3.2.3.2.2.3.1.1 "><p id="EN-US_TOPIC_0000002340732380__p9473114514119">Tags</p>
</td>
<td class="cellrowborder" valign="top" width="74.53%" headers="mcps1.3.2.3.2.2.3.1.2 "><p id="EN-US_TOPIC_0000002340732380__p7474945121113">Tags that have been added to the service. Tags can be added, modified, and deleted.</p>
<p id="EN-US_TOPIC_0000002340732380__p4818142441117">For details about how to use tags, see <a href="resmgmt-modelarts_0063.html">Using TMS Tags to Manage Resources by Group</a>.</p>
</td>
</tr>
</tbody>
</table>
</div>

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</li>
<li class="ulchildlink"><strong><a href="resmgmt-modelarts_0012.html">ModelArts Network</a></strong><br>
</li>
<li class="ulchildlink"><strong><a href="resmgmt-modelarts_0063.html">Using TMS Tags to Manage Resources by Group</a></strong><br>
</li>
</ul>
<div class="familylinks">

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<td class="cellrowborder" valign="top" width="81.56%" headers="mcps1.3.2.2.2.3.2.4.1.3 "><p id="EN-US_TOPIC_0000002374728833__p56938917456">Enable <strong id="EN-US_TOPIC_0000002374728833__b232119331216">Configure now</strong> to set the cluster specifications and node distribution.</p>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002374728833__row662798191716"><td class="cellrowborder" valign="top" width="9%" headers="mcps1.3.2.2.2.3.2.4.1.1 "><p id="EN-US_TOPIC_0000002374728833__p192221017101717">Tags</p>
<p id="EN-US_TOPIC_0000002374728833__p862123913301"></p>
</td>
<td class="cellrowborder" valign="top" width="9.44%" headers="mcps1.3.2.2.2.3.2.4.1.2 "><p id="EN-US_TOPIC_0000002374728833__p59815556410">N/A</p>
</td>
<td class="cellrowborder" valign="top" width="81.56%" headers="mcps1.3.2.2.2.3.2.4.1.3 "><p id="EN-US_TOPIC_0000002374728833__p162810819178">ModelArts can work with Tag Management Service (TMS). When creating resource-consuming tasks in ModelArts, for example, training jobs, configure tags for these tasks so that ModelArts can use tags to manage resources by group.</p>
<p id="EN-US_TOPIC_0000002374728833__p15394579190">For details about how to use tags, see <a href="resmgmt-modelarts_0063.html">Using TMS Tags to Manage Resources by Group</a>.</p>
<div class="note" id="EN-US_TOPIC_0000002374728833__note6387844122012"><span class="notetitle"> NOTE: </span><div class="notebody"><p id="EN-US_TOPIC_0000002374728833__en-us_topic_0000001452756857_p1250621203617">You can select a predefined TMS tag from the tag drop-down list or customize a tag. Predefined tags are available to all service resources that support tags. Customized tags are available only to the service resources of the user who has created the tags.</p>
</div></div>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002374728833__row18183240163211"><td class="cellrowborder" valign="top" width="9%" headers="mcps1.3.2.2.2.3.2.4.1.1 "><p id="EN-US_TOPIC_0000002374728833__p1914817616912">Cluster Specifications</p>
</td>
<td class="cellrowborder" valign="top" width="9.44%" headers="mcps1.3.2.2.2.3.2.4.1.2 "><p id="EN-US_TOPIC_0000002374728833__p181481161394">N/A</p>

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<a name="EN-US_TOPIC_0000002459970966"></a><a name="EN-US_TOPIC_0000002459970966"></a>
<h1 class="topictitle1">Using TMS Tags to Manage Resources by Group</h1>
<div id="body0000002459970966"><p id="EN-US_TOPIC_0000002459970966__p2364151116558">ModelArts can work with Tag Management Service (TMS). When creating resource-consuming tasks in ModelArts, configure tags for these tasks so that ModelArts can use tags to manage resources by group.</p>
<p id="EN-US_TOPIC_0000002459970966__p8817111512514">ModelArts allows you to configure tags when you create training jobs, notebook instances, real-time inference services, or standard dedicated resource pools.</p>
<div class="section" id="EN-US_TOPIC_0000002459970966__section158350501126"><h4 class="sectiontitle">Operation Process</h4><ol id="EN-US_TOPIC_0000002459970966__ol273935841211"><li id="EN-US_TOPIC_0000002459970966__li5739858111213"><a href="#EN-US_TOPIC_0000002459970966__section147721921112">Step 1 Create Predefined Tags on TMS</a></li><li id="EN-US_TOPIC_0000002459970966__li1371191531318"><a href="#EN-US_TOPIC_0000002459970966__section4865163351118">Step 2 Add a Tag to a ModelArts Task</a></li><li id="EN-US_TOPIC_0000002459970966__li12172173912134"><a href="#EN-US_TOPIC_0000002459970966__section13310346154612">Step 3 Obtain ModelArts Resource Usage by Resource Type in TMS</a></li></ol>
</div>
<div class="section" id="EN-US_TOPIC_0000002459970966__section147721921112"><a name="EN-US_TOPIC_0000002459970966__section147721921112"></a><a name="section147721921112"></a><h4 class="sectiontitle">Step 1 Create Predefined Tags on TMS</h4><p id="EN-US_TOPIC_0000002459970966__p1569863012113">Log in to the TMS console and create tags on the <strong id="EN-US_TOPIC_0000002459970966__b3156436005293">Predefined Tags</strong> page. The created tags are global and can be used in all regions.</p>
</div>
<div class="section" id="EN-US_TOPIC_0000002459970966__section4865163351118"><a name="EN-US_TOPIC_0000002459970966__section4865163351118"></a><a name="section4865163351118"></a><h4 class="sectiontitle">Step 2 Add a Tag to a ModelArts Task</h4><p id="EN-US_TOPIC_0000002459970966__p149880343552">When creating a notebook instance, training job, or real-time inference services in ModelArts, configure a tag for the task.</p>
<ul id="EN-US_TOPIC_0000002459970966__ul8781136104112"><li id="EN-US_TOPIC_0000002459970966__li109516575167">Add a tag to a ModelArts notebook instance.<p id="EN-US_TOPIC_0000002459970966__p6833591162"><a name="EN-US_TOPIC_0000002459970966__li109516575167"></a><a name="li109516575167"></a>Add a tag when you create a notebook instance. Alternatively, after creating a notebook instance, add a tag on the <strong id="EN-US_TOPIC_0000002459970966__b1882102765293">Tags</strong> tab on the instance details page.</p>
</li><li id="EN-US_TOPIC_0000002459970966__li13247121714">Add a tag to a ModelArts training job.<p id="EN-US_TOPIC_0000002459970966__p1704181171714"><a name="EN-US_TOPIC_0000002459970966__li13247121714"></a><a name="li13247121714"></a>Add a tag when you create a training job. Alternatively, after creating a training job, add a tag on the <strong id="EN-US_TOPIC_0000002459970966__b15659291815293">Tags</strong> tab on the job details page.</p>
</li><li id="EN-US_TOPIC_0000002459970966__li2070613314172">Add a tag to a ModelArts real-time service.<p id="EN-US_TOPIC_0000002459970966__p9682144121717"><a name="EN-US_TOPIC_0000002459970966__li2070613314172"></a><a name="li2070613314172"></a>Add a tag when you create a real-time service. Alternatively, after creating a real-time service, add a tag on the <strong id="EN-US_TOPIC_0000002459970966__b3435880925293">Tags</strong> tab on the service details page.</p>
</li><li id="EN-US_TOPIC_0000002459970966__li75228461177">Add a tag to a ModelArts dedicated resource pool.<p id="EN-US_TOPIC_0000002459970966__p77471311482"><a name="EN-US_TOPIC_0000002459970966__li75228461177"></a><a name="li75228461177"></a>Add a tag when you create a standard dedicated resource pool. Alternatively, after creating a dedicated resource pool, add a tag in the <strong id="EN-US_TOPIC_0000002459970966__b11225157201819">Tags</strong> tab on the resource pool details page.</p>
</li></ul>
<p id="EN-US_TOPIC_0000002459970966__p191683194813"></p>
<div class="note" id="EN-US_TOPIC_0000002459970966__note1564119365343"><img src="public_sys-resources/note_3.0-en-us.png"><span class="notetitle"> </span><div class="notebody"><p id="EN-US_TOPIC_0000002459970966__p9641113673413">When adding a tag to a ModelArts task, you can create new tags by specifying the keys and values of the new tags. The created tags are available for only the current project.</p>
</div></div>
</div>
<div class="section" id="EN-US_TOPIC_0000002459970966__section13310346154612"><a name="EN-US_TOPIC_0000002459970966__section13310346154612"></a><a name="section13310346154612"></a><h4 class="sectiontitle">Step 3 Obtain ModelArts Resource Usage by Resource Type in TMS</h4><p id="EN-US_TOPIC_0000002459970966__p12118192219579">Log in to the TMS console. On the <strong id="EN-US_TOPIC_0000002459970966__b13086367265293">Resources Tag</strong> page, view resource tasks in specified regions based on resource types and tags.</p>
<ul id="EN-US_TOPIC_0000002459970966__ul137251020185017"><li id="EN-US_TOPIC_0000002459970966__li331814235501"><strong id="EN-US_TOPIC_0000002459970966__b12351140162913">Region</strong>: A region and availability zone (AZ) identify the location of a data center. You can create resources in a specific region and AZ. For details about regions, see <a href="https://docs.otc.t-systems.com/image-management-service/umn/overview/basic_concepts/region_and_az.html" target="_blank" rel="noopener noreferrer">Region and AZ</a>.</li><li id="EN-US_TOPIC_0000002459970966__li77102026185010"><strong id="EN-US_TOPIC_0000002459970966__b21143041085293">Resource Type</strong>: <a href="#EN-US_TOPIC_0000002459970966__table51761326797">Table 1</a> lists the resource types that can be viewed on ModelArts.</li><li id="EN-US_TOPIC_0000002459970966__li147259206508"><strong id="EN-US_TOPIC_0000002459970966__b1675047955293">Resource Tag</strong>: If no tag is specified, all resources are displayed, regardless of whether the resources are configured with tags. One or multiple tags can be selected to obtain resource usage.</li></ul>
<div class="tablenoborder"><a name="EN-US_TOPIC_0000002459970966__table51761326797"></a><a name="table51761326797"></a><table cellpadding="4" cellspacing="0" summary="" id="EN-US_TOPIC_0000002459970966__table51761326797" frame="border" border="1" rules="all"><caption><b>Table 1 </b>Resource types that can be viewed on ModelArts</caption><thead align="left"><tr id="EN-US_TOPIC_0000002459970966__row517612611917"><th align="left" class="cellrowborder" valign="top" width="49.95%" id="mcps1.3.6.4.2.3.1.1"><p id="EN-US_TOPIC_0000002459970966__p141771526399">Resource Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="50.05%" id="mcps1.3.6.4.2.3.1.2"><p id="EN-US_TOPIC_0000002459970966__p1517720262092">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="EN-US_TOPIC_0000002459970966__row141771426698"><td class="cellrowborder" valign="top" width="49.95%" headers="mcps1.3.6.4.2.3.1.1 "><p id="EN-US_TOPIC_0000002459970966__p1717713261394">ModelArts-Notebook</p>
</td>
<td class="cellrowborder" valign="top" width="50.05%" headers="mcps1.3.6.4.2.3.1.2 "><p id="EN-US_TOPIC_0000002459970966__p5177926897">Notebook instances in ModelArts DevEnviron</p>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002459970966__row16177192616913"><td class="cellrowborder" valign="top" width="49.95%" headers="mcps1.3.6.4.2.3.1.1 "><p id="EN-US_TOPIC_0000002459970966__p1217718261597">ModelArts-TrainingJob</p>
</td>
<td class="cellrowborder" valign="top" width="50.05%" headers="mcps1.3.6.4.2.3.1.2 "><p id="EN-US_TOPIC_0000002459970966__p2017719261692">ModelArts training jobs</p>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002459970966__row4178122613919"><td class="cellrowborder" valign="top" width="49.95%" headers="mcps1.3.6.4.2.3.1.1 "><p id="EN-US_TOPIC_0000002459970966__p11178132618919">ModelArts-RealtimeService</p>
</td>
<td class="cellrowborder" valign="top" width="50.05%" headers="mcps1.3.6.4.2.3.1.2 "><p id="EN-US_TOPIC_0000002459970966__p1178122617912">ModelArts real-time inference services</p>
</td>
</tr>
<tr id="EN-US_TOPIC_0000002459970966__row517811261893"><td class="cellrowborder" valign="top" width="49.95%" headers="mcps1.3.6.4.2.3.1.1 "><p id="EN-US_TOPIC_0000002459970966__p1178142612915">ModelArts-ResourcePool</p>
</td>
<td class="cellrowborder" valign="top" width="50.05%" headers="mcps1.3.6.4.2.3.1.2 "><p id="EN-US_TOPIC_0000002459970966__p16178826291">ModelArts dedicated resource pools</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="note" id="EN-US_TOPIC_0000002459970966__note2082828124510"><img src="public_sys-resources/note_3.0-en-us.png"><span class="notetitle"> </span><div class="notebody"><p id="EN-US_TOPIC_0000002459970966__p10246119104512">If your organization has configured tag policies for ModelArts, add tags to resources based on the policies. If a tag does not comply with the tag policies, resource creation may fail. Contact your organization administrator to learn more about tag policies.</p>
</div></div>
</div>
</div>
<div>
<div class="familylinks">
<div class="parentlink"><strong>Parent topic:</strong> <a href="resmgmt-modelarts_0001.html">New-Version Elastic Clusters</a></div>
</div>
</div>