doc-exports/docs/modelarts/api-ref/CreateTask.html
2024-03-04 09:37:06 +08:00

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<a name="CreateTask"></a><a name="CreateTask"></a>
<h1 class="topictitle1">Starting Intelligent Tasks</h1>
<div id="body0000001349548125"><div class="section" id="CreateTask__section723194510017"><h4 class="sectiontitle">Function</h4><p id="CreateTask__p42311645504">This API is used to start an intelligent task, which can be an auto labeling task or an auto grouping task. You can specify <strong id="CreateTask__b4232645904">task_type</strong> in the request body to start a type of tasks. The datasets whose data path or work path is an OBS path in a KMS-encrypted bucket support pre-labeling but do not support active learning and auto grouping.- <strong id="CreateTask__b42329455013">Auto labeling</strong>: Learning and training are performed based on selected labels and images and an existing model is selected to quickly label the remaining images. Auto labeling includes active learning and pre-labeling. <strong id="CreateTask__b723219452001">Active learning</strong>: The system uses semi-supervised learning and hard example filtering to perform auto labeling, reducing manual labeling workload and helping you find hard examples. <strong id="CreateTask__b8232845104">Pre-labeling</strong>: Select a model displayed on the <strong id="CreateTask__b22321145501">Model Management</strong> page for auto labeling.- <strong id="CreateTask__b02327451909">Auto grouping</strong>: Unlabeled images are clustered using a clustering algorithm and then processed based on the clustering result. Images can be labeled or cleaned by group.</p>
</div>
<div class="section" id="CreateTask__section152332451501"><h4 class="sectiontitle">URI</h4><p id="CreateTask__p172338450010">POST /v2/{project_id}/datasets/{dataset_id}/tasks</p>
<div class="tablenoborder"><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__table02356451803" frame="border" border="1" rules="all"><caption><b>Table 1 </b>Path Parameters</caption><thead align="left"><tr id="CreateTask__row172341145604"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.2.3.2.5.1.1"><p id="CreateTask__p1523614459019">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.2.3.2.5.1.2"><p id="CreateTask__p22361445809">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.2.3.2.5.1.3"><p id="CreateTask__p1123712451001">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.2.3.2.5.1.4"><p id="CreateTask__p123754510016">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row42349451407"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.1 "><p id="CreateTask__p182385456016">dataset_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.2 "><p id="CreateTask__p523812451706">Yes</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.3 "><p id="CreateTask__p1239154510017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.2.3.2.5.1.4 "><p id="CreateTask__p13239154518018">Dataset ID.</p>
</td>
</tr>
<tr id="CreateTask__row1123413452007"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.1 "><p id="CreateTask__p1423912451802">project_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.2 "><p id="CreateTask__p15240194511014">Yes</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.2.3.2.5.1.3 "><p id="CreateTask__p16240545903">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.2.3.2.5.1.4 "><p id="CreateTask__p1324016451200">Project ID. For details about how to obtain the project ID, see <a href="modelarts_03_0147.html">Obtaining a Project ID</a>.</p>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="section" id="CreateTask__section024118457013"><h4 class="sectiontitle">Request Parameters</h4>
<div class="tablenoborder"><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SmartTaskRequest" frame="border" border="1" rules="all"><caption><b>Table 2 </b>Request body parameters</caption><thead align="left"><tr id="CreateTask__row182421845407"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.2.2.5.1.1"><p id="CreateTask__p14243445206">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.2.2.5.1.2"><p id="CreateTask__p22430454017">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.2.2.5.1.3"><p id="CreateTask__p11244184510011">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.2.2.5.1.4"><p id="CreateTask__p11244145408">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row2242104510019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.1 "><p id="CreateTask__p7244345307">collect_key_sample</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.2 "><p id="CreateTask__p024554510017">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.3 "><p id="CreateTask__p92450451801">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.2.2.5.1.4 "><p id="CreateTask__p112451645100">Whether to collect key samples. The options are as follows:</p>
<ul id="CreateTask__ul122463452016"><li id="CreateTask__li72461945101"><strong id="CreateTask__b1246114510014">true</strong>: Collect key samples.</li><li id="CreateTask__li1424624512014"><strong id="CreateTask__b152461145507">false</strong>: Do not collect key samples. (Default value)</li></ul>
</td>
</tr>
<tr id="CreateTask__row13242545300"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.1 "><p id="CreateTask__p924634511016">config</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.2 "><p id="CreateTask__p1624719452011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.3 "><p id="CreateTask__p5247144510013"><a href="#CreateTask__request_SmartTaskConfig">SmartTaskConfig</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.2.2.5.1.4 "><p id="CreateTask__p1424817451209">Task configuration.</p>
</td>
</tr>
<tr id="CreateTask__row72425451005"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.1 "><p id="CreateTask__p1224813451205">model_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.2 "><p id="CreateTask__p8248145402">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.3 "><p id="CreateTask__p3249245203">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.2.2.5.1.4 "><p id="CreateTask__p102496459017">Model ID.</p>
</td>
</tr>
<tr id="CreateTask__row132421945306"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.1 "><p id="CreateTask__p824912450011">task_type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.2 "><p id="CreateTask__p825014451500">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.2.2.5.1.3 "><p id="CreateTask__p1525044513015">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.2.2.5.1.4 "><p id="CreateTask__p1325112454011">Task type. The options are as follows:</p>
<ul id="CreateTask__ul72519451604"><li id="CreateTask__li1225115451709"><strong id="CreateTask__b82514455015">auto-label</strong>: active learning</li><li id="CreateTask__li925110451807"><strong id="CreateTask__b6252194517017">pre-label</strong>: pre-labeling</li><li id="CreateTask__li1925216451505"><strong id="CreateTask__b625220457018">auto-grouping</strong>: auto grouping</li><li id="CreateTask__li122521245900"><strong id="CreateTask__b1125314515015">auto-deploy</strong>: one-click model deployment</li></ul>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SmartTaskConfig"></a><a name="request_SmartTaskConfig"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SmartTaskConfig" frame="border" border="1" rules="all"><caption><b>Table 3 </b>SmartTaskConfig</caption><thead align="left"><tr id="CreateTask__row925534510018"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.3.2.5.1.1"><p id="CreateTask__p23049451303">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.3.2.5.1.2"><p id="CreateTask__p930515455015">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.3.2.5.1.3"><p id="CreateTask__p2305154515017">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.3.2.5.1.4"><p id="CreateTask__p23055451708">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row12255445505"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p03068452014">algorithm_type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p930674517013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p530634515016">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p330719451020">Algorithm type for auto labeling. Options:</p>
<ul id="CreateTask__ul33079451909"><li id="CreateTask__li14307184518010"><strong id="CreateTask__b33077451805">fast</strong>: Only labeled samples are used for training. This type of algorithm achieves faster labeling.</li><li id="CreateTask__li193071645904"><strong id="CreateTask__b4308194516018">accurate</strong>: In addition to labeled samples, unlabeled samples are used for semi-supervised training. This type of algorithm achieves more accurate labeling.</li></ul>
</td>
</tr>
<tr id="CreateTask__row15255124520019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p73084451011">ambiguity</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p730812458014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p530904510013">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p6309945100">Whether to perform clustering based on the image blurring degree.</p>
</td>
</tr>
<tr id="CreateTask__row1525534518016"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p63091458019">annotation_output</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p931011453019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p331013451409">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p431054510015">Output path of the active learning labeling result.</p>
</td>
</tr>
<tr id="CreateTask__row152556451305"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p11311145903">collect_rule</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p8311245801">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p4312045906">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1531212451305">Sample collection rule. The default value is <strong id="CreateTask__b63121245300">all</strong>, indicating full collection. Currently, only value <strong id="CreateTask__b193121045101">all</strong> is available.</p>
</td>
</tr>
<tr id="CreateTask__row102554458013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p133130451709">collect_sample</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p163137457012">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p14314945809">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p12314104515020">Whether to enable sample collection. The options are as follows:</p>
<ul id="CreateTask__ul143142451107"><li id="CreateTask__li1231544514015"><strong id="CreateTask__b531594512020">true</strong>: Enable sample collection. (Default value)</li><li id="CreateTask__li183161045104"><strong id="CreateTask__b83176451700">false</strong>: Do not enable sample collection.</li></ul>
</td>
</tr>
<tr id="CreateTask__row925574519010"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p43179454019">confidence_scope</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p143186451702">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p83192452018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p0321145601">Confidence range of key samples. The minimum and maximum values are separated by hyphens (-). Example: 0.10-0.90.</p>
</td>
</tr>
<tr id="CreateTask__row725519451907"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p103210451804">description</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p432111458019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p3322104518020">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p532214451007">Task description.</p>
</td>
</tr>
<tr id="CreateTask__row1929914513017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p17322345003">engine_name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1032324511017">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1532304517017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p2032319451301">Engine name.</p>
</td>
</tr>
<tr id="CreateTask__row142991445202"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p113241455017">export_format</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1132419451502">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p532417451709">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1032564518018">Format of the exported directory. The options are as follows:</p>
<ul id="CreateTask__ul23251451107"><li id="CreateTask__li163251545302"><strong id="CreateTask__b1325204513015">1</strong>: tree structure. For example: cat/1.jpg,rabbit/2.jpg.</li><li id="CreateTask__li83261045502"><strong id="CreateTask__b163261945007">2</strong>: tile structure. For example: 1.jpg, 1.txt; 2.jpg,2.txt.</li></ul>
</td>
</tr>
<tr id="CreateTask__row1629915452005"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1532664513015">export_params</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1832614516010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1832717451201"><a href="#CreateTask__request_ExportParams">ExportParams</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p103274451108">Parameters of a dataset export task.</p>
</td>
</tr>
<tr id="CreateTask__row162993456016"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1327745602">flavor</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1132812452002">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1832812451301"><a href="#CreateTask__request_Flavor">Flavor</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p432974511015">Training resource flavor.</p>
</td>
</tr>
<tr id="CreateTask__row173001945901"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p163291845206">image_brightness</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p13308451808">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p333011451709">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p143311745209">Whether to perform clustering based on the image brightness.</p>
</td>
</tr>
<tr id="CreateTask__row6300545708"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1633174510014">image_colorfulness</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p123311645602">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p16332124519016">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1133254520010">Whether to perform clustering based on the image color.</p>
</td>
</tr>
<tr id="CreateTask__row1530054518018"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1533318451402">inf_cluster_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p23335455014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p133332045101">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1933494511019">ID of a dedicated cluster. This parameter is left blank by default, indicating that a dedicated cluster is not used. When using the dedicated cluster to deploy services, ensure that the cluster status is normal. After this parameter is set, the network configuration of the cluster is used, and the <strong id="CreateTask__b18335845606">vpc_id</strong> parameter does not take effect.</p>
</td>
</tr>
<tr id="CreateTask__row430015451703"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p333516451705">inf_config_list</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p173353451704">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p10336124515016">Array of <a href="#CreateTask__request_InfConfig">InfConfig</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p17336174513020">Configuration list required for running an inference task, which is optional and left blank by default.</p>
</td>
</tr>
<tr id="CreateTask__row130016451205"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p733744515014">inf_output</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1433834512019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p933814458018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p833812451304">Output path of inference in active learning.</p>
</td>
</tr>
<tr id="CreateTask__row1530094514012"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p183391245709">infer_result_output_dir</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p13339645405">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p173401455017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1034015451803">OBS directory for storing sample prediction results. This parameter is optional. The {<em id="CreateTask__i5341245706">service_id</em>}<strong id="CreateTask__b73412451012">-infer-result</strong> subdirectory in the <strong id="CreateTask__b13412451008">output_dir</strong> directory is used by default.</p>
</td>
</tr>
<tr id="CreateTask__row73001345807"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p234120451803">key_sample_output</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p734118452019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1434215456013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p5342174514010">Output path of hard examples in active learning.</p>
</td>
</tr>
<tr id="CreateTask__row73006457013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p16342134515020">log_url</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p6343145309">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1534312451908">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1534317451507">OBS URL of the logs of a training job. By default, this parameter is left blank.</p>
</td>
</tr>
<tr id="CreateTask__row183001545805"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1434415451303">manifest_path</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p33441245003">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p4345745508">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p173454451100">Path of the <strong id="CreateTask__b11346145600">manifest</strong> file, which is used as the input for training and inference.</p>
</td>
</tr>
<tr id="CreateTask__row3300124513017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1346164512019">model_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p11347845501">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p434714519011">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1334717451807">Model ID.</p>
</td>
</tr>
<tr id="CreateTask__row43009451702"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1534834516012">model_name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p113489459013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p334810453019">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p19349124517013">Model name.</p>
</td>
</tr>
<tr id="CreateTask__row1430120451108"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1534954519019">model_parameter</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p2349174518020">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p2035016454011">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p735019451017">Model parameter.</p>
</td>
</tr>
<tr id="CreateTask__row2030154519019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p335118451907">model_version</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p835116451003">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p735110459010">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p183524451501">Model version.</p>
</td>
</tr>
<tr id="CreateTask__row1430154518013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p193521245208">n_clusters</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p103532457020">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p193538451808">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p103534459010">Number of clusters.</p>
</td>
</tr>
<tr id="CreateTask__row1130119455020"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p7354945406">name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1535413451001">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p12354345804">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p235512455012">Task name.</p>
</td>
</tr>
<tr id="CreateTask__row1130114451705"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p13355345602">output_dir</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p19355174511015">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1135616456013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p163568452018">Sample output path. The format is as follows: <em id="CreateTask__i1935624516018">Dataset output path</em>/<em id="CreateTask__i035634511013">Dataset name</em>-<em id="CreateTask__i13567455015">Dataset ID</em>/annotation/auto-deploy/. Example: <strong id="CreateTask__b63562451001">/test/work_1608083108676/dataset123-g6IO9qSu6hoxwCAirfm/annotation/auto-deploy/</strong>.</p>
</td>
</tr>
<tr id="CreateTask__row113019451603"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p143572451401">parameters</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p183589451801">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p17358345605">Array of <a href="#CreateTask__request_TrainingParameter">TrainingParameter</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p103595451204">Runtime parameters of a training job</p>
</td>
</tr>
<tr id="CreateTask__row1230116451104"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1435920455017">pool_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p153606451503">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p19360144520018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p53618451508">ID of a resource pool.</p>
</td>
</tr>
<tr id="CreateTask__row430117451803"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p17361045104">property</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p13362144517010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p436264510014">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p193637458016">Attribute name.</p>
</td>
</tr>
<tr id="CreateTask__row330113451020"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p93633451019">req_uri</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p19363104518011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1536474517018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1836414520018">Inference path of a batch job.</p>
</td>
</tr>
<tr id="CreateTask__row20302104512013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1036510457020">result_type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p036515456012">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1836564518011">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p163661745206">Processing mode of auto grouping results. The options are as follows:</p>
<ul id="CreateTask__ul636720451002"><li id="CreateTask__li123672451402"><strong id="CreateTask__b1136711451705">0</strong>: Save to OBS.</li><li id="CreateTask__li236816451802"><strong id="CreateTask__b103683456010">1</strong>: Save to samples.</li></ul>
</td>
</tr>
<tr id="CreateTask__row183028451106"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p1836819451003">samples</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p736864511019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p133691945708">Array of <a href="#CreateTask__request_SampleLabels">SampleLabels</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p13699459010">List of labeling information for samples to be auto labeled.</p>
</td>
</tr>
<tr id="CreateTask__row030219451701"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p153701451100">stop_time</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p1237018451706">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1337110457012">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p183711945303">Timeout interval, in minutes. The default value is 15 minutes. This parameter is used only in the scenario of auto labeling for videos.</p>
</td>
</tr>
<tr id="CreateTask__row133021545007"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p31452461306">time</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p314616461202">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p15146184616017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1514614461007">Timestamp in active learning.</p>
</td>
</tr>
<tr id="CreateTask__row230214451705"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p51461046305">train_data_path</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p141462461506">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p141461463016">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p814610461506">Path for storing existing training datasets.</p>
</td>
</tr>
<tr id="CreateTask__row153021445302"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p81474461702">train_url</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p201471462001">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p1414774619014">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p18147174613017">URL of the OBS path where the file of a training job is outputted. By default, this parameter is left blank.</p>
</td>
</tr>
<tr id="CreateTask__row14302845104"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p3147146600">version_format</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p171470467011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p3148154617010">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p1714810461101">Format of a dataset version. The options are as follows:</p>
<ul id="CreateTask__ul1114894619015"><li id="CreateTask__li514816465010"><strong id="CreateTask__b614818461305">Default</strong>: default format</li><li id="CreateTask__li1314844618013"><strong id="CreateTask__b131481946304">CarbonData</strong>: CarbonData (supported only by table datasets)</li><li id="CreateTask__li1014815461001"><strong id="CreateTask__b161499461806">CSV</strong>: CSV</li></ul>
</td>
</tr>
<tr id="CreateTask__row163021445402"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.1 "><p id="CreateTask__p12149114620015">worker_server_num</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.2 "><p id="CreateTask__p191496468011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.3.2.5.1.3 "><p id="CreateTask__p141491546703">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.3.2.5.1.4 "><p id="CreateTask__p16149114612018">Number of workers in a training job.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_ExportParams"></a><a name="request_ExportParams"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_ExportParams" frame="border" border="1" rules="all"><caption><b>Table 4 </b>ExportParams</caption><thead align="left"><tr id="CreateTask__row63785451601"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.4.2.5.1.1"><p id="CreateTask__p51504461509">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.4.2.5.1.2"><p id="CreateTask__p715017461905">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.4.2.5.1.3"><p id="CreateTask__p1115013468020">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.4.2.5.1.4"><p id="CreateTask__p17150846306">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row23786451017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p121507461107">clear_hard_property</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p5151194611012">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p1315112461109">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p9151194618018">Whether to clear hard example attributes. The options are as follows:</p>
<ul id="CreateTask__ul7151154611016"><li id="CreateTask__li1915184611018"><strong id="CreateTask__b4151114613010">true</strong>: Clear hard example attributes. (Default value)</li><li id="CreateTask__li715110468016"><strong id="CreateTask__b1115114461309">false</strong>: Do not clear hard example attributes.</li></ul>
</td>
</tr>
<tr id="CreateTask__row4378545602"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p1815213461501">export_dataset_version_format</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p1115214461001">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p6152124613019">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p121521746908">Format of the dataset version to which data is exported.</p>
</td>
</tr>
<tr id="CreateTask__row53798451604"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p1015216461304">export_dataset_version_name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p91521464015">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p121525461608">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p815314466016">Name of the dataset version to which data is exported.</p>
</td>
</tr>
<tr id="CreateTask__row73792458014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p1115319462013">export_dest</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p1815320461502">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p17153134615013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p71537461606">Export destination. The options are as follows:</p>
<ul id="CreateTask__ul1415314466011"><li id="CreateTask__li51537463015"><strong id="CreateTask__b1715444611017">DIR</strong>: Export data to OBS. (Default value)</li><li id="CreateTask__li215417466015"><strong id="CreateTask__b815434610014">NEW_DATASET</strong>: Export data to a new dataset.</li></ul>
</td>
</tr>
<tr id="CreateTask__row7379204514014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p111542461502">export_new_dataset_name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p415454610011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p11545461108">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p15154446406">Name of the new dataset to which data is exported.</p>
</td>
</tr>
<tr id="CreateTask__row133791451201"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p11541446006">export_new_dataset_work_path</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p1215564614015">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p21558462014">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p1415519468015">Working directory of the new dataset to which data is exported.</p>
</td>
</tr>
<tr id="CreateTask__row537904516014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p14155164613015">ratio_sample_usage</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p151551446702">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p18155246402">Boolean</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p181551546504">Whether to randomly allocate the training set and validation set based on the specified ratio. The options are as follows:</p>
<ul id="CreateTask__ul151568461105"><li id="CreateTask__li121561746905"><strong id="CreateTask__b015613469010">true</strong>: Allocate the training set and validation set.</li><li id="CreateTask__li1315616464012"><strong id="CreateTask__b1415611463020">false</strong>: Do not allocate the training set and validation set. (Default value)</li></ul>
</td>
</tr>
<tr id="CreateTask__row1037919451105"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p13156174619020">sample_state</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p415624610011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p9156146305">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p1615716461309">Sample status. The options are as follows:</p>
<ul id="CreateTask__ul4157046008"><li id="CreateTask__li41579461500"><strong id="CreateTask__b91574465020"><strong>ALL</strong></strong>: labeled</li><li id="CreateTask__li141571546306"><strong id="CreateTask__b19157104617016"><strong>NONE</strong></strong>: unlabeled</li><li id="CreateTask__li61577466013"><strong id="CreateTask__b191583462012"><strong>UNCHECK</strong></strong>: pending acceptance</li><li id="CreateTask__li121589461404"><strong id="CreateTask__b215844620012"><strong>ACCEPTED</strong></strong>: accepted</li><li id="CreateTask__li18158184617015"><strong id="CreateTask__b715813461804"><strong>REJECTED</strong></strong>: rejected</li><li id="CreateTask__li1315834613013"><strong id="CreateTask__b13158146002"><strong>UNREVIEWED</strong></strong>: pending review</li><li id="CreateTask__li61591046206"><strong id="CreateTask__b2015954614018"><strong>REVIEWED</strong></strong>: reviewed</li><li id="CreateTask__li131598461015"><strong id="CreateTask__b1615912467016"><strong>WORKFORCE_SAMPLED</strong></strong>: sampled</li><li id="CreateTask__li181597461708"><strong id="CreateTask__b216020461201"><strong>WORKFORCE_SAMPLED_UNCHECK</strong></strong>: sampling unchecked</li><li id="CreateTask__li516015463017"><strong id="CreateTask__b131607468010"><strong>WORKFORCE_SAMPLED_CHECKED</strong></strong>: sampling checked</li><li id="CreateTask__li171609461101"><strong id="CreateTask__b216019469016"><strong>WORKFORCE_SAMPLED_ACCEPTED</strong></strong>: sampling accepted</li><li id="CreateTask__li11160134620014"><strong id="CreateTask__b1216014461601"><strong>WORKFORCE_SAMPLED_REJECTED</strong></strong>: sampling rejected</li><li id="CreateTask__li161604461020"><strong id="CreateTask__b1316010461406"><strong>AUTO_ANNOTATION</strong></strong>: to be confirmed</li></ul>
</td>
</tr>
<tr id="CreateTask__row103791145409"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p121615461106">samples</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p316114460013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p1516117469010">Array of strings</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p61619461108">ID list of exported samples.</p>
</td>
</tr>
<tr id="CreateTask__row937915452017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p616124610016">search_conditions</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p41616463017">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p11162746403">Array of <a href="#CreateTask__request_SearchCondition">SearchCondition</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p13162114618010">Exported search conditions. The relationship between multiple search conditions is OR.</p>
</td>
</tr>
<tr id="CreateTask__row1937964510012"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.1 "><p id="CreateTask__p10162174618015">train_sample_ratio</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.2 "><p id="CreateTask__p111629463010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.4.2.5.1.3 "><p id="CreateTask__p1816215461004">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.4.2.5.1.4 "><p id="CreateTask__p12163194610015">Split ratio of training set and verification set during specified version release. The default value is <strong id="CreateTask__b716318467018">1.00</strong>, indicating that all released versions are training sets.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SearchCondition"></a><a name="request_SearchCondition"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SearchCondition" frame="border" border="1" rules="all"><caption><b>Table 5 </b>SearchCondition</caption><thead align="left"><tr id="CreateTask__row439604514014"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.5.2.5.1.1"><p id="CreateTask__p20163104618019">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.5.2.5.1.2"><p id="CreateTask__p161631446704">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.5.2.5.1.3"><p id="CreateTask__p1616410461000">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.5.2.5.1.4"><p id="CreateTask__p7164046302">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row43978452006"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p131642462017">coefficient</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p21641246909">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p171648461700">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p216414461017">Filter by coefficient of difficulty.</p>
</td>
</tr>
<tr id="CreateTask__row53975458019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p1616484612017">frame_in_video</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p1316410466017">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p516517461014">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p18165146001">A frame in the video.</p>
</td>
</tr>
<tr id="CreateTask__row5397104515011"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p01653461801">hard</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p31655468013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p616513461507">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p41656467017">Whether a sample is a hard sample. The options are as follows:</p>
<ul id="CreateTask__ul10165346605"><li id="CreateTask__li216612461105"><strong id="CreateTask__b5166124618016">0</strong>: non-hard sample</li><li id="CreateTask__li71661346908"><strong id="CreateTask__b20166144611016">1</strong>: hard sample</li></ul>
</td>
</tr>
<tr id="CreateTask__row93971745208"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p71664461609">import_origin</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p916664617014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p151664461001">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p131666462013">Filter by data source.</p>
</td>
</tr>
<tr id="CreateTask__row83979451507"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p191676469020">kvp</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p3167174612013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p1316715463012">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p31672463019">CT dosage, filtered by dosage.</p>
</td>
</tr>
<tr id="CreateTask__row143971145908"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p6167164614014">label_list</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p121672461102">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p916714463016"><a href="#CreateTask__request_SearchLabels">SearchLabels</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p916874615016">Label search criteria.</p>
</td>
</tr>
<tr id="CreateTask__row13397184512019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p1168046704">labeler</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p616819468010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p91681946000">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p19168146406">Labeler.</p>
</td>
</tr>
<tr id="CreateTask__row939820453017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p101689461508">metadata</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p61681146408">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p01698461701"><a href="#CreateTask__request_SearchProp">SearchProp</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p21693462020">Search by sample attribute.</p>
</td>
</tr>
<tr id="CreateTask__row13980451108"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p141691746006">parent_sample_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p13169546509">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p61691646309">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p216918461018">Parent sample ID.</p>
</td>
</tr>
<tr id="CreateTask__row133983451105"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p3170134613017">sample_dir</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p1117044619019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p171701346203">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p1817019469015">Directory where data samples are stored (the directory must end with a slash (/)). Only samples in the specified directory are searched for. Recursive search of directories is not supported.</p>
</td>
</tr>
<tr id="CreateTask__row63981458014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p181701446708">sample_name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p16170164612013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p15171104612010">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p19171246500">Search by sample name, including the file name extension.</p>
</td>
</tr>
<tr id="CreateTask__row73987452013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p10171746707">sample_time</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p101711246204">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p1317144613019">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p191712046609">When a sample is added to the dataset, an index is created based on the last modification time (accurate to day) of the sample on OBS. You can search for the sample based on the time. The options are as follows:- <strong id="CreateTask__b1417114617014">month</strong>: Search for samples added from 30 days ago to the current day.- <strong id="CreateTask__b161711946909">day</strong>: Search for samples added from yesterday (one day ago) to the current day.- <strong id="CreateTask__b1717120461402">yyyyMMdd-yyyyMMdd</strong>: Search for samples added in a specified period (at most 30 days), in the format of <strong id="CreateTask__b717116466010">Start date-End date</strong>. For example, <strong id="CreateTask__b317117461103">20190901-2019091501</strong> indicates that samples generated from September 1 to September 15, 2019 are searched.</p>
</td>
</tr>
<tr id="CreateTask__row203981645400"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p17172446603">score</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p151721546602">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p7172194612010">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p617212461013">Search by confidence.</p>
</td>
</tr>
<tr id="CreateTask__row1039811451809"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p20172146601">slice_thickness</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p817317462010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p1517394615012">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p4173134612019">DICOM layer thickness. Samples are filtered by layer thickness.</p>
</td>
</tr>
<tr id="CreateTask__row939817452018"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p317394618015">study_date</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p111735465020">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p317313464016">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p181731646703">DICOM scanning time.</p>
</td>
</tr>
<tr id="CreateTask__row17398124515017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.1 "><p id="CreateTask__p9174746807">time_in_video</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.2 "><p id="CreateTask__p217424619012">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.5.2.5.1.3 "><p id="CreateTask__p6174114613020">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.5.2.5.1.4 "><p id="CreateTask__p1817410461309">A time point in the video.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SearchLabels"></a><a name="request_SearchLabels"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SearchLabels" frame="border" border="1" rules="all"><caption><b>Table 6 </b>SearchLabels</caption><thead align="left"><tr id="CreateTask__row342154518018"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.6.2.5.1.1"><p id="CreateTask__p121743461404">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.6.2.5.1.2"><p id="CreateTask__p111751546601">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.6.2.5.1.3"><p id="CreateTask__p14175446806">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.6.2.5.1.4"><p id="CreateTask__p8175134617018">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row19421345900"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.1 "><p id="CreateTask__p1017511461809">labels</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.2 "><p id="CreateTask__p19175164619019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.3 "><p id="CreateTask__p1217520460010">Array of <a href="#CreateTask__request_SearchLabel">SearchLabel</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.6.2.5.1.4 "><p id="CreateTask__p101761046102">List of label search criteria.</p>
</td>
</tr>
<tr id="CreateTask__row16422145709"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.1 "><p id="CreateTask__p01764461409">op</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.2 "><p id="CreateTask__p191766462008">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.6.2.5.1.3 "><p id="CreateTask__p2017711460018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.6.2.5.1.4 "><p id="CreateTask__p61771646203">If you want to search for multiple labels, <strong id="CreateTask__b117714462005">op</strong> must be specified. If you search for only one label, <strong id="CreateTask__b617714614014">op</strong> can be left blank. The options are as follows:</p>
<ul id="CreateTask__ul21775461101"><li id="CreateTask__li1817724612011"><strong id="CreateTask__b31770461103">OR</strong>: OR operation</li><li id="CreateTask__li1817720462007"><strong id="CreateTask__b101771146305">AND</strong>: AND operation</li></ul>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SearchLabel"></a><a name="request_SearchLabel"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SearchLabel" frame="border" border="1" rules="all"><caption><b>Table 7 </b>SearchLabel</caption><thead align="left"><tr id="CreateTask__row142704512019"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.7.2.5.1.1"><p id="CreateTask__p8178114615017">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.7.2.5.1.2"><p id="CreateTask__p201781146301">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.7.2.5.1.3"><p id="CreateTask__p13178346201">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.7.2.5.1.4"><p id="CreateTask__p181785461902">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row54271845205"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.1 "><p id="CreateTask__p10178946604">name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.2 "><p id="CreateTask__p1917813461507">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.3 "><p id="CreateTask__p1717924613012">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.7.2.5.1.4 "><p id="CreateTask__p41798461017">Label name.</p>
</td>
</tr>
<tr id="CreateTask__row184275454020"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.1 "><p id="CreateTask__p1317918461301">op</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.2 "><p id="CreateTask__p16179746503">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.3 "><p id="CreateTask__p10179154617014">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.7.2.5.1.4 "><p id="CreateTask__p1717911461907">Operation type between multiple attributes. The options are as follows:</p>
<ul id="CreateTask__ul4180846802"><li id="CreateTask__li31801346002"><strong id="CreateTask__b11805461017">OR</strong>: OR operation</li><li id="CreateTask__li1518034614013"><strong id="CreateTask__b51801446505">AND</strong>: AND operation</li></ul>
</td>
</tr>
<tr id="CreateTask__row1242744516014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.1 "><p id="CreateTask__p13180174610013">property</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.2 "><p id="CreateTask__p4180134614016">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.3 "><p id="CreateTask__p91803465019">Map&lt;String,Array&lt;String&gt;&gt;</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.7.2.5.1.4 "><p id="CreateTask__p518044615010">Label attribute, which is in the Object format and stores any key-value pairs. <strong id="CreateTask__b191801146903">key</strong> indicates the attribute name, and <strong id="CreateTask__b121801046006">value</strong> indicates the value list. If <strong id="CreateTask__b418010461408">value</strong> is <strong id="CreateTask__b16180144618016">null</strong>, the search is not performed by value. Otherwise, the search value can be any value in the list.</p>
</td>
</tr>
<tr id="CreateTask__row19427154514019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.1 "><p id="CreateTask__p141816460015">type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.2 "><p id="CreateTask__p3181154611015">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.7.2.5.1.3 "><p id="CreateTask__p1018117461010">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.7.2.5.1.4 "><p id="CreateTask__p181811346604">Label type. The options are as follows:</p>
<ul id="CreateTask__ul12181174619017"><li id="CreateTask__li41814462009"><strong id="CreateTask__b018116463011">0</strong>: image classification</li><li id="CreateTask__li1818224613011"><strong id="CreateTask__b161822461011">1</strong>: object detection</li><li id="CreateTask__li1818213461208"><strong id="CreateTask__b121822461602">100</strong>: text classification</li><li id="CreateTask__li1018216465015"><strong id="CreateTask__b201822469014">101</strong>: named entity recognition</li><li id="CreateTask__li1182146302"><strong id="CreateTask__b41831046308">102</strong>: text triplet relationship</li><li id="CreateTask__li2018394619012"><strong id="CreateTask__b9183346401">103</strong>: text triplet entity</li><li id="CreateTask__li14183446200"><strong id="CreateTask__b2018304618015">200</strong>: speech classification</li><li id="CreateTask__li51835461003"><strong id="CreateTask__b318316462020">201</strong>: speech content</li><li id="CreateTask__li15183346701"><strong id="CreateTask__b17184246502">202</strong>: speech paragraph labeling</li><li id="CreateTask__li161847461306"><strong id="CreateTask__b818410461108">600</strong>: video classification</li></ul>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SearchProp"></a><a name="request_SearchProp"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SearchProp" frame="border" border="1" rules="all"><caption><b>Table 8 </b>SearchProp</caption><thead align="left"><tr id="CreateTask__row18436645707"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.8.2.5.1.1"><p id="CreateTask__p1184646701">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.8.2.5.1.2"><p id="CreateTask__p918484618015">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.8.2.5.1.3"><p id="CreateTask__p13185154613014">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.8.2.5.1.4"><p id="CreateTask__p1018504618019">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row1343613458017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.1 "><p id="CreateTask__p181851846007">op</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.2 "><p id="CreateTask__p91853461402">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.3 "><p id="CreateTask__p1018534611017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.8.2.5.1.4 "><p id="CreateTask__p1218524620017">Relationship between attribute values. The options are as follows:</p>
<ul id="CreateTask__ul8186146907"><li id="CreateTask__li1218634616013"><strong id="CreateTask__b8186124612012">AND</strong>: AND relationship</li><li id="CreateTask__li9186246907"><strong id="CreateTask__b1618684612018">OR</strong>: OR relationship</li></ul>
</td>
</tr>
<tr id="CreateTask__row44369456012"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.1 "><p id="CreateTask__p181878461104">props</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.2 "><p id="CreateTask__p3187124615016">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.8.2.5.1.3 "><p id="CreateTask__p318711461015">Map&lt;String,Array&lt;String&gt;&gt;</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.8.2.5.1.4 "><p id="CreateTask__p121879466016">Search criteria of an attribute. Multiple search criteria can be set.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_Flavor"></a><a name="request_Flavor"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_Flavor" frame="border" border="1" rules="all"><caption><b>Table 9 </b>Flavor</caption><thead align="left"><tr id="CreateTask__row34412451103"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.9.2.5.1.1"><p id="CreateTask__p31881346509">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.9.2.5.1.2"><p id="CreateTask__p718834610010">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.9.2.5.1.3"><p id="CreateTask__p818864617019">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.9.2.5.1.4"><p id="CreateTask__p1918812461902">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row544174514015"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.9.2.5.1.1 "><p id="CreateTask__p818824611014">code</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.9.2.5.1.2 "><p id="CreateTask__p191881046709">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.9.2.5.1.3 "><p id="CreateTask__p218812462018">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.9.2.5.1.4 "><p id="CreateTask__p8189144613012">Attribute code of a resource specification, which is used for task creating.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_InfConfig"></a><a name="request_InfConfig"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_InfConfig" frame="border" border="1" rules="all"><caption><b>Table 10 </b>InfConfig</caption><thead align="left"><tr id="CreateTask__row1444584516016"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.10.2.5.1.1"><p id="CreateTask__p1418954615015">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.10.2.5.1.2"><p id="CreateTask__p1918914619013">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.10.2.5.1.3"><p id="CreateTask__p218913461101">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.10.2.5.1.4"><p id="CreateTask__p51891546301">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row1244512456013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.1 "><p id="CreateTask__p1819017465017">envs</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.2 "><p id="CreateTask__p111901946207">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.3 "><p id="CreateTask__p619014461802">Map&lt;String,String&gt;</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.10.2.5.1.4 "><p id="CreateTask__p519019463010">(Optional) Environment variable key-value pair required for running a model. By default, this parameter is left blank. To ensure data security, do not enter sensitive information, such as plaintext passwords, in environment variables.</p>
</td>
</tr>
<tr id="CreateTask__row1044511451001"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.1 "><p id="CreateTask__p201907468014">instance_count</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.2 "><p id="CreateTask__p1419014463019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.3 "><p id="CreateTask__p819064613015">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.10.2.5.1.4 "><p id="CreateTask__p15191846303">Instance number of model deployment, that is, the number of compute nodes.</p>
</td>
</tr>
<tr id="CreateTask__row244514513016"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.1 "><p id="CreateTask__p191912464014">model_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.2 "><p id="CreateTask__p319111461309">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.3 "><p id="CreateTask__p719113461309">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.10.2.5.1.4 "><p id="CreateTask__p2191846302">Model ID.</p>
</td>
</tr>
<tr id="CreateTask__row1644513451006"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.1 "><p id="CreateTask__p41921246207">specification</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.2 "><p id="CreateTask__p17192184614013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.3 "><p id="CreateTask__p1019218461105">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.10.2.5.1.4 "><p id="CreateTask__p81928461402">Resource specifications of real-time services. For details, see <a href="modelarts_03_0082.html">Deploying Services</a>.</p>
</td>
</tr>
<tr id="CreateTask__row1244516451900"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.1 "><p id="CreateTask__p119224619018">weight</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.2 "><p id="CreateTask__p12192184618014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.10.2.5.1.3 "><p id="CreateTask__p419320461808">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.10.2.5.1.4 "><p id="CreateTask__p13193194617018">Traffic weight allocated to a model. This parameter is mandatory only when <strong id="CreateTask__b21932046707">infer_type</strong> is set to <strong id="CreateTask__b191931846402">real-time</strong>. The sum of the weights must be <strong id="CreateTask__b1419318461402">100</strong>.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_TrainingParameter"></a><a name="request_TrainingParameter"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_TrainingParameter" frame="border" border="1" rules="all"><caption><b>Table 11 </b>TrainingParameter</caption><thead align="left"><tr id="CreateTask__row1945234512012"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.11.2.5.1.1"><p id="CreateTask__p91930461205">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.11.2.5.1.2"><p id="CreateTask__p21941460016">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.11.2.5.1.3"><p id="CreateTask__p6194164615015">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.11.2.5.1.4"><p id="CreateTask__p191942461509">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row545210455013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.1 "><p id="CreateTask__p141941846806">label</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.2 "><p id="CreateTask__p1419454612014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.3 "><p id="CreateTask__p161942046502">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.11.2.5.1.4 "><p id="CreateTask__p1619419465012">Parameter name.</p>
</td>
</tr>
<tr id="CreateTask__row10452545708"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.1 "><p id="CreateTask__p121955461900">value</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.2 "><p id="CreateTask__p13195154619013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.11.2.5.1.3 "><p id="CreateTask__p51956468019">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.11.2.5.1.4 "><p id="CreateTask__p151955461603">Parameter value.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SampleLabels"></a><a name="request_SampleLabels"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SampleLabels" frame="border" border="1" rules="all"><caption><b>Table 12 </b>SampleLabels</caption><thead align="left"><tr id="CreateTask__row184581145309"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.12.2.5.1.1"><p id="CreateTask__p11195346100">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.12.2.5.1.2"><p id="CreateTask__p91951146902">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.12.2.5.1.3"><p id="CreateTask__p71965461407">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.12.2.5.1.4"><p id="CreateTask__p13196144610016">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row6458194520017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p10196144612016">labels</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p31961046103">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p1619617461707">Array of <a href="#CreateTask__request_SampleLabel">SampleLabel</a> objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p61963467013">Sample label list. If this parameter is left blank, all sample labels are deleted.</p>
</td>
</tr>
<tr id="CreateTask__row11458174515010"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p419617469011">metadata</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p13197846105">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p191973465019"><a href="#CreateTask__request_SampleMetadata">SampleMetadata</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p16197124611017">Key-value pair of the sample <strong id="CreateTask__b6197146201">metadata</strong> attribute.</p>
</td>
</tr>
<tr id="CreateTask__row845812458018"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p1119713465013">sample_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p41975461203">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p6197646908">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p81981646907">Sample ID.</p>
</td>
</tr>
<tr id="CreateTask__row124585451803"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p1919834618013">sample_type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p201981246501">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p16198134611012">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p019864618015">Sample type. The options are as follows:</p>
<ul id="CreateTask__ul141984461107"><li id="CreateTask__li1519817468014"><strong id="CreateTask__b171981446608">0</strong>: image</li><li id="CreateTask__li019810464010"><strong id="CreateTask__b61994460010">1</strong>: text</li><li id="CreateTask__li919916465019"><strong id="CreateTask__b1019911462013">2</strong>: speech</li><li id="CreateTask__li61996461603"><strong id="CreateTask__b8199154616013">4</strong>: table</li><li id="CreateTask__li4199246104"><strong id="CreateTask__b12199846203">6</strong>: video</li><li id="CreateTask__li141991446101"><strong id="CreateTask__b102003464011">9</strong>: custom format</li></ul>
</td>
</tr>
<tr id="CreateTask__row18459545003"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p62006461506">sample_usage</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p112006461209">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p1920064619011">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p182009461306">Sample usage. The options are as follows:</p>
<ul id="CreateTask__ul32012461304"><li id="CreateTask__li1620110461108"><strong id="CreateTask__b1920174614015">TRAIN</strong>: training</li><li id="CreateTask__li192016468012"><strong id="CreateTask__b172013464014">EVAL</strong>: evaluation</li><li id="CreateTask__li120204619015"><strong id="CreateTask__b520214610015">TEST</strong>: test</li><li id="CreateTask__li1320218462012"><strong id="CreateTask__b1202144617017">INFERENCE</strong>: inference</li></ul>
</td>
</tr>
<tr id="CreateTask__row14597453012"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p142031746003">source</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p132034460018">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p22038464019">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p120319461704">Source address of sample data.</p>
</td>
</tr>
<tr id="CreateTask__row1045954516016"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.1 "><p id="CreateTask__p120312465017">worker_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.2 "><p id="CreateTask__p1020310461803">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.12.2.5.1.3 "><p id="CreateTask__p182031346900">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.12.2.5.1.4 "><p id="CreateTask__p420416465013">ID of a labeling team member.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SampleLabel"></a><a name="request_SampleLabel"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SampleLabel" frame="border" border="1" rules="all"><caption><b>Table 13 </b>SampleLabel</caption><thead align="left"><tr id="CreateTask__row174908451705"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.13.2.5.1.1"><p id="CreateTask__p1520415469018">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.13.2.5.1.2"><p id="CreateTask__p82041746401">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.13.2.5.1.3"><p id="CreateTask__p20205246503">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.13.2.5.1.4"><p id="CreateTask__p13205144617018">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row04901845807"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p1920517461508">annotated_by</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p1720584615013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p102057468014">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p92051468012">Video labeling method, which is used to distinguish whether a video is labeled manually or automatically. The options are as follows:</p>
<ul id="CreateTask__ul920515461706"><li id="CreateTask__li920515464010"><strong id="CreateTask__b17206546204">human</strong>: manual labeling</li><li id="CreateTask__li1520616464010"><strong id="CreateTask__b162066464018">auto</strong>: automatic labeling</li></ul>
</td>
</tr>
<tr id="CreateTask__row949094512017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p720617461605">id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p1320634616019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p0206134618017">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p720615464010">Label ID.</p>
</td>
</tr>
<tr id="CreateTask__row7490174516014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p1220719463019">name</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p52073468011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p9207946308">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p15207746704">Label name.</p>
</td>
</tr>
<tr id="CreateTask__row194901452002"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p1920716468013">property</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p1320715461206">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p1820719461302"><a href="#CreateTask__request_SampleLabelProperty">SampleLabelProperty</a> object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p1020874612015">Attribute key-value pair of the sample label, such as the object shape and shape feature.</p>
</td>
</tr>
<tr id="CreateTask__row649064519019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p1720814461406">score</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p12081546805">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p920824613010">Float</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p82088464011">Confidence.</p>
</td>
</tr>
<tr id="CreateTask__row249144513017"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.1 "><p id="CreateTask__p182089461506">type</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.2 "><p id="CreateTask__p42091346300">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.13.2.5.1.3 "><p id="CreateTask__p420920461302">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.13.2.5.1.4 "><p id="CreateTask__p720919467015">Label type. The options are as follows:</p>
<ul id="CreateTask__ul14209846805"><li id="CreateTask__li16209114611015"><strong id="CreateTask__b220915461204">0</strong>: image classification</li><li id="CreateTask__li620910461106"><strong id="CreateTask__b6209346509">1</strong>: object detection</li><li id="CreateTask__li1320916466014"><strong id="CreateTask__b1021011460018">100</strong>: text classification</li><li id="CreateTask__li2021014614011"><strong id="CreateTask__b82101046907">101</strong>: named entity recognition</li><li id="CreateTask__li82101461807"><strong id="CreateTask__b1221064613013">102</strong>: text triplet relationship</li><li id="CreateTask__li021094612016"><strong id="CreateTask__b102104461408">103</strong>: text triplet entity</li><li id="CreateTask__li1721020467020"><strong id="CreateTask__b1621104610015">200</strong>: speech classification</li><li id="CreateTask__li132115462009"><strong id="CreateTask__b1521119469013">201</strong>: speech content</li><li id="CreateTask__li62111846400"><strong id="CreateTask__b12111946108">202</strong>: speech paragraph labeling</li><li id="CreateTask__li921114615012"><strong id="CreateTask__b021117462018">600</strong>: video classification</li></ul>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SampleLabelProperty"></a><a name="request_SampleLabelProperty"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SampleLabelProperty" frame="border" border="1" rules="all"><caption><b>Table 14 </b>SampleLabelProperty</caption><thead align="left"><tr id="CreateTask__row1502645600"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.14.2.5.1.1"><p id="CreateTask__p6212546208">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.14.2.5.1.2"><p id="CreateTask__p1121224618011">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.14.2.5.1.3"><p id="CreateTask__p122121746600">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.14.2.5.1.4"><p id="CreateTask__p5212184615016">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row1950218457019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p0212346101">@modelarts:content</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p92121846506">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p721214610012">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p1621312461207">Speech text content, which is a default attribute dedicated to the speech label (including the speech content and speech start and end points).</p>
</td>
</tr>
<tr id="CreateTask__row165021045703"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p921310461008">@modelarts:end_index</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p142131346503">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p9213164613015">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p721310461803">End position of the text, which is a default attribute dedicated to the named entity label. The end position does not include the character corresponding to the value of <strong id="CreateTask__b1021310461201">end_index</strong>. Examples are as follows.- If the text content is "Barack Hussein Obama II (born August 4, 1961) is an American attorney and politician.", the <strong id="CreateTask__b821394611015">start_index</strong> and <strong id="CreateTask__b32131146507">end_index</strong> values of "Barack Hussein Obama II" are <strong id="CreateTask__b1821319469016">0</strong> and <strong id="CreateTask__b12131746407">23</strong>, respectively.- If the text content is "By the end of 2018, the company has more than 100 employees.", the <strong id="CreateTask__b13213174612016">start_index</strong> and <strong id="CreateTask__b10213146903">end_index</strong> values of "By the end of 2018" are <strong id="CreateTask__b92132461505">0</strong> and <strong id="CreateTask__b122138464013">18</strong>, respectively.</p>
</td>
</tr>
<tr id="CreateTask__row95021145008"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p18214846407">@modelarts:end_time</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p9214146906">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p221415461008">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p1121410462011">Speech end time, which is a default attribute dedicated to the speech start/end point label, in the format of <strong id="CreateTask__b2021417461004">hh:mm:ss.SSS</strong>. (<strong id="CreateTask__b16214846504">hh</strong> indicates hour; <strong id="CreateTask__b1321420461002">mm</strong> indicates minute; <strong id="CreateTask__b82148468019">ss</strong> indicates second; and <strong id="CreateTask__b122141446804">SSS</strong> indicates millisecond.)</p>
</td>
</tr>
<tr id="CreateTask__row550219451502"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p32141346301">@modelarts:feature</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p182158468014">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p52154463012">Object</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p172151461601">Shape feature, which is a default attribute dedicated to the object detection label, with type of <strong id="CreateTask__b72151146605">List</strong>. The upper left corner of an image is used as the coordinate origin <strong id="CreateTask__b321518461601">[0,0]</strong>. Each coordinate point is represented by <em id="CreateTask__i1421520461012">[x, y]</em>. <em id="CreateTask__i192151046609">x</em> indicates the horizontal coordinate, and <em id="CreateTask__i421514461300">y</em> indicates the vertical coordinate (both <em id="CreateTask__i1921504614011">x</em> and <em id="CreateTask__i82152461013">y</em> are greater than or equal to 0). The format of each shape is as follows:- <strong id="CreateTask__b8215164618013">bndbox</strong>: consists of two points, for example, <strong id="CreateTask__b202151846209">[[0,10],[50,95]]</strong>. The first point is located at the upper left corner of the rectangle and the second point is located at the lower right corner of the rectangle. That is, the X coordinate of the first point must be smaller than that of the second point, and the Y coordinate of the second point must be smaller than that of the first point.- <strong id="CreateTask__b112151246809">polygon</strong>: consists of multiple points that are connected in sequence to form a polygon, for example, <strong id="CreateTask__b32150460019">[[0,100],[50,95],[10,60],[500,400]]</strong>.- <strong id="CreateTask__b112151146603">circle</strong>: consists of the center point and radius, for example, <strong id="CreateTask__b102151046907">[[100,100],[50]]</strong>.- <strong id="CreateTask__b1421510462002">line</strong>: consists of two points, for example, <strong id="CreateTask__b202150461604">[[0,100],[50,95]]</strong>. The first point is the start point, and the second point is the end point.- <strong id="CreateTask__b72153461601">dashed</strong>: consists of two points, for example, <strong id="CreateTask__b102153461509">[[0,100],[50,95]]</strong>. The first point is the start point, and the second point is the end point.- <strong id="CreateTask__b17215746809">point</strong>: consists of one point, for example, <strong id="CreateTask__b1921511463016">[[0,100]]</strong>.- <strong id="CreateTask__b7215646805">polyline</strong>: consists of multiple points, for example, <strong id="CreateTask__b2021517467016">[[0,100],[50,95],[10,60],[500,400]]</strong>.</p>
</td>
</tr>
<tr id="CreateTask__row15022045303"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p112166461012">@modelarts:from</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p102162046303">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p1721654616013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p32179466012">ID of the head entity in the triplet relationship label, which is a default attribute dedicated to the triplet relationship label.</p>
</td>
</tr>
<tr id="CreateTask__row1350294514018"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p1221710462019">@modelarts:hard</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p192179461806">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p921718464013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p102177462011">Sample labeled as a hard sample or not, which is a default attribute. Options:</p>
<ul id="CreateTask__ul1521710461017"><li id="CreateTask__li82179466014"><strong id="CreateTask__b22176461708">0/false</strong>: not a hard example</li><li id="CreateTask__li321714462018"><strong id="CreateTask__b32187463015">1/true</strong>: hard example</li></ul>
</td>
</tr>
<tr id="CreateTask__row1150313451507"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p15218174612011">@modelarts:hard_coefficient</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p621812462013">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p121815461705">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p92181846404">Coefficient of difficulty of each label level, which is a default attribute. The value range is <strong id="CreateTask__b182181461906">[0,1]</strong>.</p>
</td>
</tr>
<tr id="CreateTask__row1850313459019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p72186461603">@modelarts:hard_reasons</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p021818466010">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p8218946006">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p1821934618014">Reasons that the sample is a hard sample, which is a default attribute. Use a hyphen (-) to separate every two hard sample reason IDs, for example, <strong id="CreateTask__b8219446404">3-20-21-19</strong>. The options are as follows:</p>
<ul id="CreateTask__ul1221917461404"><li id="CreateTask__li7219346107"><strong id="CreateTask__b12194461707">0</strong>: No target objects are identified.</li><li id="CreateTask__li921915468012"><strong id="CreateTask__b1221910463017">1</strong>: The confidence is low.</li><li id="CreateTask__li722034610014"><strong id="CreateTask__b152201046602">2</strong>: The clustering result based on the training dataset is inconsistent with the prediction result.</li><li id="CreateTask__li14220174619016"><strong id="CreateTask__b22207461903">3</strong>: The prediction result is greatly different from the data of the same type in the training dataset.</li><li id="CreateTask__li1220154614018"><strong id="CreateTask__b82204465014">4</strong>: The prediction results of multiple consecutive similar images are inconsistent.</li><li id="CreateTask__li1522010469018"><strong id="CreateTask__b222017465019">5</strong>: There is a large offset between the image resolution and the feature distribution of the training dataset.</li><li id="CreateTask__li62208461604"><strong id="CreateTask__b102211146005">6</strong>: There is a large offset between the aspect ratio of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li1022124619018"><strong id="CreateTask__b15221946702">7</strong>: There is a large offset between the brightness of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li1122117461408"><strong id="CreateTask__b92212461801">8</strong>: There is a large offset between the saturation of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li22211646709"><strong id="CreateTask__b1022134610015">9</strong>: There is a large offset between the color richness of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li1022234610010"><strong id="CreateTask__b13222144617010">10</strong>: There is a large offset between the definition of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li182221467010"><strong id="CreateTask__b16222204617011">11</strong>: There is a large offset between the number of frames of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li422213464012"><strong id="CreateTask__b162227461009">12</strong>: There is a large offset between the standard deviation of area of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li112221546800"><strong id="CreateTask__b1022211469014">13</strong>: There is a large offset between the aspect ratio of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li1722210461408"><strong id="CreateTask__b52232046107">14</strong>: There is a large offset between the area portion of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li5223144615014"><strong id="CreateTask__b8223154610010">15</strong>: There is a large offset between the edge of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li62237464011"><strong id="CreateTask__b18223174619016">16</strong>: There is a large offset between the brightness of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li17224446309"><strong id="CreateTask__b02245469010">17</strong>: There is a large offset between the definition of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li152243461603"><strong id="CreateTask__b62241046506">18</strong>: There is a large offset between the stack of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li17224164613011"><strong id="CreateTask__b32252469018">19</strong>: The data enhancement result based on GaussianBlur is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li20225446007"><strong id="CreateTask__b1122518468016">20</strong>: The data enhancement result based on fliplr is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li622514461304"><strong id="CreateTask__b1922516461013">21</strong>: The data enhancement result based on Crop is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li4225174611010"><strong id="CreateTask__b2225114619011">22</strong>: The data enhancement result based on flipud is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li11226134613016"><strong id="CreateTask__b1422618466019">23</strong>: The data enhancement result based on scale is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li52261146209"><strong id="CreateTask__b17226146909">24</strong>: The data enhancement result based on translate is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li1222612461108"><strong id="CreateTask__b2022613461807">25</strong>: The data enhancement result based on shear is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li922717467011"><strong id="CreateTask__b17227174610019">26</strong>: The data enhancement result based on superpixels is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li222717466012"><strong id="CreateTask__b72274461302">27</strong>: The data enhancement result based on sharpen is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li1422718464013"><strong id="CreateTask__b3227846804">28</strong>: The data enhancement result based on add is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li62271461106"><strong id="CreateTask__b12227154616011">29</strong>: The data enhancement result based on invert is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li11228124614018"><strong id="CreateTask__b122287461013">30</strong>: The data is predicted to be abnormal.</li></ul>
</td>
</tr>
<tr id="CreateTask__row65030451107"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p122874614012">@modelarts:shape</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p922864610019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p142287463015">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p132286461109">Object shape, which is a default attribute dedicated to the object detection label and is left empty by default. The options are as follows:</p>
<ul id="CreateTask__ul12228146302"><li id="CreateTask__li522919461706"><strong id="CreateTask__b1922913466016">bndbox</strong>: rectangle</li><li id="CreateTask__li922913467019"><strong id="CreateTask__b182299461502">polygon</strong>: polygon</li><li id="CreateTask__li1022974611017"><strong id="CreateTask__b1222918469015">circle</strong>: circle</li><li id="CreateTask__li172292462012"><strong id="CreateTask__b822984616017">line</strong>: straight line</li><li id="CreateTask__li72301946302"><strong id="CreateTask__b172301446707">dashed</strong>: dotted line</li><li id="CreateTask__li8230124617014"><strong id="CreateTask__b112308461502">point</strong>: point</li><li id="CreateTask__li0230146704"><strong id="CreateTask__b223013462015">polyline</strong>: polyline</li></ul>
</td>
</tr>
<tr id="CreateTask__row8503154515010"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p923094611013">@modelarts:source</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p423015465019">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p92318461602">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p22318461900">Speech source, which is a default attribute dedicated to the speech start/end point label and can be set to a speaker or narrator.</p>
</td>
</tr>
<tr id="CreateTask__row1050304513019"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p16231134620017">@modelarts:start_index</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p8231546501">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p523114619013">Integer</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p132321462017">Start position of the text, which is a default attribute dedicated to the named entity label. The start value begins from 0, including the character corresponding to the value of <strong id="CreateTask__b182321546309">start_index</strong>.</p>
</td>
</tr>
<tr id="CreateTask__row1950315451802"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p102323467012">@modelarts:start_time</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p22321146501">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p423234616013">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p1023220461202">Speech start time, which is a default attribute dedicated to the speech start/end point label, in the format of <strong id="CreateTask__b162327461100">hh:mm:ss.SSS</strong>. (<strong id="CreateTask__b523210461003">hh</strong> indicates hour; <strong id="CreateTask__b14232174615018">mm</strong> indicates minute; <strong id="CreateTask__b323219461102">ss</strong> indicates second; and <strong id="CreateTask__b19232174616018">SSS</strong> indicates millisecond.)</p>
</td>
</tr>
<tr id="CreateTask__row150314451408"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.1 "><p id="CreateTask__p172334468014">@modelarts:to</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.2 "><p id="CreateTask__p82335461703">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.14.2.5.1.3 "><p id="CreateTask__p17233346607">String</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.14.2.5.1.4 "><p id="CreateTask__p123314461706">ID of the tail entity in the triplet relationship label, which is a default attribute dedicated to the triplet relationship label.</p>
</td>
</tr>
</tbody>
</table>
</div>
<div class="tablenoborder"><a name="CreateTask__request_SampleMetadata"></a><a name="request_SampleMetadata"></a><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__request_SampleMetadata" frame="border" border="1" rules="all"><caption><b>Table 15 </b>SampleMetadata</caption><thead align="left"><tr id="CreateTask__row15301645706"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.15.2.5.1.1"><p id="CreateTask__p15234124614012">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.15.2.5.1.2"><p id="CreateTask__p22341546208">Mandatory</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.3.15.2.5.1.3"><p id="CreateTask__p142341469019">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="40%" id="mcps1.3.3.15.2.5.1.4"><p id="CreateTask__p323418461902">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row1153024510013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.1 "><p id="CreateTask__p1023424615017">@modelarts:hard</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.2 "><p id="CreateTask__p223424616011">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.3 "><p id="CreateTask__p12234646100">Double</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.15.2.5.1.4 "><p id="CreateTask__p023519461508">Whether the sample is labeled as a hard sample, which is a default attribute. The options are as follows:</p>
<ul id="CreateTask__ul023510462010"><li id="CreateTask__li15235446702"><strong id="CreateTask__b142357466015">0</strong>: non-hard sample</li><li id="CreateTask__li11235194610014"><strong id="CreateTask__b9235194613014">1</strong>: hard sample</li></ul>
</td>
</tr>
<tr id="CreateTask__row175303456012"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.1 "><p id="CreateTask__p1623554616019">@modelarts:hard_coefficient</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.2 "><p id="CreateTask__p52351746207">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.3 "><p id="CreateTask__p20236154615017">Double</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.15.2.5.1.4 "><p id="CreateTask__p7236646205">Coefficient of difficulty of each sample level, which is a default attribute. The value range is <strong id="CreateTask__b18236154617010">[0,1]</strong>.</p>
</td>
</tr>
<tr id="CreateTask__row105303452010"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.1 "><p id="CreateTask__p6236184618014">@modelarts:hard_reasons</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.2 "><p id="CreateTask__p122362465012">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.3 "><p id="CreateTask__p122361463017">Array of integers</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.15.2.5.1.4 "><p id="CreateTask__p1123674612020">ID of a hard sample reason, which is a default attribute. The options are as follows:</p>
<ul id="CreateTask__ul123710462015"><li id="CreateTask__li723710467015"><strong id="CreateTask__b16237346608">0</strong>: No target objects are identified.</li><li id="CreateTask__li16237114619015"><strong id="CreateTask__b623715465011">1</strong>: The confidence is low.</li><li id="CreateTask__li14237174610019"><strong id="CreateTask__b1723744613017">2</strong>: The clustering result based on the training dataset is inconsistent with the prediction result.</li><li id="CreateTask__li32375461206"><strong id="CreateTask__b172371046804">3</strong>: The prediction result is greatly different from the data of the same type in the training dataset.</li><li id="CreateTask__li1823819461704"><strong id="CreateTask__b32382046306">4</strong>: The prediction results of multiple consecutive similar images are inconsistent.</li><li id="CreateTask__li10238194616019"><strong id="CreateTask__b92383461901">5</strong>: There is a large offset between the image resolution and the feature distribution of the training dataset.</li><li id="CreateTask__li72383461006"><strong id="CreateTask__b15238184613013">6</strong>: There is a large offset between the aspect ratio of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li32391946303"><strong id="CreateTask__b32394460019">7</strong>: There is a large offset between the brightness of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li182391846301"><strong id="CreateTask__b92392464012">8</strong>: There is a large offset between the saturation of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li72394461203"><strong id="CreateTask__b32399464015">9</strong>: There is a large offset between the color richness of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li123910468010"><strong id="CreateTask__b14239164615011">10</strong>: There is a large offset between the definition of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li1523954618019"><strong id="CreateTask__b42403461018">11</strong>: There is a large offset between the number of frames of the image and the feature distribution of the training dataset.</li><li id="CreateTask__li1124011466012"><strong id="CreateTask__b192401546007">12</strong>: There is a large offset between the standard deviation of area of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li1724094614019"><strong id="CreateTask__b82401846301">13</strong>: There is a large offset between the aspect ratio of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li142404466017"><strong id="CreateTask__b1524117463015">14</strong>: There is a large offset between the area portion of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li02417461205"><strong id="CreateTask__b16241124610010">15</strong>: There is a large offset between the edge of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li2024112469011"><strong id="CreateTask__b182414468011">16</strong>: There is a large offset between the brightness of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li152411546307"><strong id="CreateTask__b17241046401">17</strong>: There is a large offset between the definition of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li14241104618011"><strong id="CreateTask__b9242546407">18</strong>: There is a large offset between the stack of image frames and the feature distribution of the training dataset.</li><li id="CreateTask__li0242154612016"><strong id="CreateTask__b192423461003">19</strong>: The data enhancement result based on GaussianBlur is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li162427468011"><strong id="CreateTask__b162421463017">20</strong>: The data enhancement result based on fliplr is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li102421246106"><strong id="CreateTask__b62439461000">21</strong>: The data enhancement result based on Crop is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li424319461703"><strong id="CreateTask__b1224316465010">22</strong>: The data enhancement result based on flipud is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li72431946507"><strong id="CreateTask__b8243946006">23</strong>: The data enhancement result based on scale is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li3243746707"><strong id="CreateTask__b924320461405">24</strong>: The data enhancement result based on translate is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li16243346704"><strong id="CreateTask__b82438469013">25</strong>: The data enhancement result based on shear is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li18243144618010"><strong id="CreateTask__b824412462020">26</strong>: The data enhancement result based on superpixels is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li22441469015"><strong id="CreateTask__b624414461005">27</strong>: The data enhancement result based on sharpen is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li1324418461200"><strong id="CreateTask__b17244546807">28</strong>: The data enhancement result based on add is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li18244174616014"><strong id="CreateTask__b62443462010">29</strong>: The data enhancement result based on invert is inconsistent with the prediction result of the original image.</li><li id="CreateTask__li162444461500"><strong id="CreateTask__b3244114619012">30</strong>: The data is predicted to be abnormal.</li></ul>
</td>
</tr>
<tr id="CreateTask__row185315459014"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.1 "><p id="CreateTask__p102452464011">@modelarts:size</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.2 "><p id="CreateTask__p324519461904">No</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.3.15.2.5.1.3 "><p id="CreateTask__p0245446707">Array of objects</p>
</td>
<td class="cellrowborder" valign="top" width="40%" headers="mcps1.3.3.15.2.5.1.4 "><p id="CreateTask__p024516461705">Image size (width, height, and depth of the image), which is a default attribute, with type of <strong id="CreateTask__b1924513461408">List</strong>. In the list, the first number indicates the width (pixels), the second number indicates the height (pixels), and the third number indicates the depth (the depth can be left blank and the default value is <strong id="CreateTask__b142455463012">3</strong>). For example, <strong id="CreateTask__b524514611015">[100,200,3]</strong> and <strong id="CreateTask__b9245114615017">[100,200]</strong> are both valid. Note: This parameter is mandatory only when the sample label list contains the object detection label.</p>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="section" id="CreateTask__section152459461702"><h4 class="sectiontitle">Response Parameters</h4><p id="CreateTask__p524664611016"><strong id="CreateTask__b17246124616013">Status code: 200</strong></p>
<div class="tablenoborder"><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__response_SmartTaskResp" frame="border" border="1" rules="all"><caption><b>Table 16 </b>Response body parameters</caption><thead align="left"><tr id="CreateTask__row19547745808"><th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.4.3.2.4.1.1"><p id="CreateTask__p1524674614017">Parameter</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="20%" id="mcps1.3.4.3.2.4.1.2"><p id="CreateTask__p32467467016">Type</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="60%" id="mcps1.3.4.3.2.4.1.3"><p id="CreateTask__p172468461006">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row65471459013"><td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.4.3.2.4.1.1 "><p id="CreateTask__p824724610018">task_id</p>
</td>
<td class="cellrowborder" valign="top" width="20%" headers="mcps1.3.4.3.2.4.1.2 "><p id="CreateTask__p1024774616015">String</p>
</td>
<td class="cellrowborder" valign="top" width="60%" headers="mcps1.3.4.3.2.4.1.3 "><p id="CreateTask__p224716461505">Task ID.</p>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="section" id="CreateTask__section32477469016"><h4 class="sectiontitle">Example Requests</h4><ul id="CreateTask__ul162471846903"><li id="CreateTask__li72471146706">Starting an Auto Labeling (Active Learning) Task<pre class="screen" id="CreateTask__screen172470466017">{
"task_type" : "auto-label",
"collect_key_sample" : true,
"config" : {
"algorithm_type" : "fast"
}
}</pre>
</li><li id="CreateTask__li12248546809">Starting an Auto Labeling (Pre-labeling) Task<pre class="screen" id="CreateTask__screen924817461010">{
"task_type" : "pre-label",
"model_id" : "c4989033-7584-44ee-a180-1c476b810e46",
"collect_key_sample" : true,
"config" : {
"inf_config_list" : [ {
"specification" : "modelarts.vm.cpu.2u",
"instance_count" : 1
} ]
}
}</pre>
</li><li id="CreateTask__li152500469019">Starting an Auto Grouping Task<pre class="screen" id="CreateTask__screen5250154610019">{
"type" : 2,
"export_type" : 1,
"config" : {
"n_clusters" : "2",
"ambiguity" : false,
"image_brightness" : false,
"image_colorfulness" : false,
"property" : "size"
}
}</pre>
</li></ul>
</div>
<div class="section" id="CreateTask__section725112468016"><h4 class="sectiontitle">Example Responses</h4><p id="CreateTask__p9252646100"><strong id="CreateTask__b125217461003">Status code: 200</strong></p>
<p id="CreateTask__p18252144615018">OK</p>
<pre class="screen" id="CreateTask__screen15253134610020">{
"task_id" : "r0jT2zwxBDKf8KEnSuZ"
}</pre>
</div>
<div class="section" id="CreateTask__section12531462006"><h4 class="sectiontitle">Status Codes</h4>
<div class="tablenoborder"><table cellpadding="4" cellspacing="0" summary="" id="CreateTask__status_code" frame="border" border="1" rules="all"><thead align="left"><tr id="CreateTask__row955915456016"><th align="left" class="cellrowborder" valign="top" width="15%" id="mcps1.3.7.2.1.3.1.1"><p id="CreateTask__p02546461011">Status Code</p>
</th>
<th align="left" class="cellrowborder" valign="top" width="85%" id="mcps1.3.7.2.1.3.1.2"><p id="CreateTask__p112542046405">Description</p>
</th>
</tr>
</thead>
<tbody><tr id="CreateTask__row1155920451508"><td class="cellrowborder" valign="top" width="15%" headers="mcps1.3.7.2.1.3.1.1 "><p id="CreateTask__p1125410461802">200</p>
</td>
<td class="cellrowborder" valign="top" width="85%" headers="mcps1.3.7.2.1.3.1.2 "><p id="CreateTask__p7255246307">OK</p>
</td>
</tr>
<tr id="CreateTask__row5560114511012"><td class="cellrowborder" valign="top" width="15%" headers="mcps1.3.7.2.1.3.1.1 "><p id="CreateTask__p12555461006">401</p>
</td>
<td class="cellrowborder" valign="top" width="85%" headers="mcps1.3.7.2.1.3.1.2 "><p id="CreateTask__p152551146708">Unauthorized</p>
</td>
</tr>
<tr id="CreateTask__row25608454018"><td class="cellrowborder" valign="top" width="15%" headers="mcps1.3.7.2.1.3.1.1 "><p id="CreateTask__p5255346909">403</p>
</td>
<td class="cellrowborder" valign="top" width="85%" headers="mcps1.3.7.2.1.3.1.2 "><p id="CreateTask__p725614461607">Forbidden</p>
</td>
</tr>
<tr id="CreateTask__row125607457017"><td class="cellrowborder" valign="top" width="15%" headers="mcps1.3.7.2.1.3.1.1 "><p id="CreateTask__p13256114619016">404</p>
</td>
<td class="cellrowborder" valign="top" width="85%" headers="mcps1.3.7.2.1.3.1.2 "><p id="CreateTask__p162569468017">Not Found</p>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="section" id="CreateTask__section142567467010"><h4 class="sectiontitle">Error Codes</h4><p id="CreateTask__p202572465011">See <a href="modelarts_03_0095.html">Error Codes</a>.</p>
</div>
</div>
<div>
<div class="familylinks">
<div class="parentlink"><strong>Parent topic:</strong> <a href="auto_task.html">Intelligent Task</a></div>
</div>
</div>