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id="create-experiment-template"></a>Create Experiment Template<a class="hash-link" href="#create-experiment-template" title="Direct link to heading">#</a></h2><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">POST /api/v1/template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="parameters"></a>Parameters<a class="hash-link" href="#parameters" title="Direct link to heading">#</a></h3><table><thead><tr><th>Field Name</th><th>Type</th><th>In</th><th>Description</th></tr></thead><tbody><tr><td>name</td><td>String</td><td>body</td><td>Experiment template name. This is required.</td></tr><tr><td>author</td><td>String</td><td>body</td><td>Author name.</td></tr><tr><td>description</td><td>String</td><td>body</td><td>Description of the experiment template.</td></tr><tr><td>parameters</td><td>List\&lt;ExperimentTemplateParamSpec&gt;</td><td>body</td><td>Parameters of the experiment template.</td></tr><tr><td>experimentSpec</td><td>ExperimentSpec</td><td>body</td><td>Spec of the experiment template.</td></tr></tbody></table><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experimenttemplateparamspec"></a><strong>ExperimentTemplateParamSpec</strong><a class="hash-link" href="#experimenttemplateparamspec" title="Direct link to heading">#</a></h4><table><thead><tr><th>Field Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>name</td><td>String</td><td>Parameter name.</td></tr><tr><td>required</td><td>Boolean</td><td>true / false. Whether the parameter is required.</td></tr><tr><td>description</td><td>String</td><td>Description of the parameter.</td></tr><tr><td>value</td><td>String</td><td>Value of the parameter.</td></tr></tbody></table><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experimentspec"></a><strong>ExperimentSpec</strong><a class="hash-link" href="#experimentspec" title="Direct link to heading">#</a></h4><table><thead><tr><th>Field Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>meta</td><td>ExperimentMeta</td><td>Meta data of the experiment template.</td></tr><tr><td>environment</td><td>EnvironmentSpec</td><td>Environment of the experiment template.</td></tr><tr><td>spec</td><td>Map\&lt;String, ExperimentTaskSpec&gt;</td><td>Spec of pods.</td></tr><tr><td>code</td><td>CodeSpec</td><td>Experiment codespec.</td></tr></tbody></table><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experimentmeta"></a><strong>ExperimentMeta</strong><a class="hash-link" href="#experimentmeta" title="Direct link to heading">#</a></h4><table><thead><tr><th>Field Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>name</td><td>String</td><td>Experiment Name.</td></tr><tr><td>namespace</td><td>String</td><td>Experiment namespace.</td></tr><tr><td>framework</td><td>String</td><td>Experiment framework.</td></tr><tr><td>cmd</td><td>String</td><td>Command.</td></tr><tr><td>envVars</td><td>Map\&lt;String, String&gt;</td><td>Environmental variables.</td></tr></tbody></table><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="environmentspec"></a><strong>EnvironmentSpec</strong><a class="hash-link" href="#environmentspec" title="Direct link to heading">#</a></h4><p>See more details in <a href="https://submarine.apache.org/docs/userDocs/api/environment" target="_blank" rel="noopener noreferrer">environment api</a>.</p><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experimenttaskspec"></a><strong>ExperimentTaskSpec</strong><a class="hash-link" href="#experimenttaskspec" title="Direct link to heading">#</a></h4><table><thead><tr><th>Field Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>replicas</td><td>Integer</td><td>Numbers of replicas.</td></tr><tr><td>resoureces</td><td>String</td><td>Resouces of the task</td></tr><tr><td>name</td><td>String</td><td>Task name.</td></tr><tr><td>image</td><td>String</td><td>Image name.</td></tr><tr><td>cmd</td><td>String</td><td>Command.</td></tr><tr><td>envVars</td><td>Map\&lt;String, String&gt;</td><td>Environmental variables.</td></tr></tbody></table><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="codespec"></a><strong>CodeSpec</strong><a class="hash-link" href="#codespec" title="Direct link to heading">#</a></h4><table><thead><tr><th>Field Name</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td>syncMode</td><td>String</td><td>sync mode of code spec.</td></tr><tr><td>url</td><td>String</td><td>url of code spec.</td></tr></tbody></table><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="code-example"></a>Code Example<a class="hash-link" href="#code-example" title="Direct link to heading">#</a></h3><p><strong>shell</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X POST -H &quot;Content-Type: application/json&quot; -d &#x27;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;my-tf-mnist-template&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;author&quot;: &quot;author&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is a template to run tf-mnist&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;parameters&quot;: [{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;learning_rate&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: 0.1,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is learning_rate of training.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;batch_size&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: 150,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is batch_size of training.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;experiment_name&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: &quot;tf-mnist1&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;the name of experiment.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> ],</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;experimentSpec&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;meta&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;cmd&quot;: &quot;python /var/tf_mnist/mnist_with_summaries.py --log_dir=/train/log --learning_rate={{learning_rate}} 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style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;required&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;false&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;value&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;spec.Worker.resourceMap.memory&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;required&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;false&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain">&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> value</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;:&quot;</span><span class="token number" style="color:rgb(247, 140, 108)">1024</span><span class="token plain">M&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;experimentSpec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;meta&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;{{experiment_name}}&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;namespace&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;default&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;framework&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;TensorFlow&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;python /var/tf_mnist/mnist_with_summaries.py --log_dir\u003d/train/log --learning_rate\u003d{{learning_rate}} --batch_size\u003d{{batch_size}}&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">&quot;ENV1&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;ENV1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;environment&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;dockerImage&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;kernelSpec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;apache/submarine:tf-mnist-with-summaries-1.0&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;spec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Ps&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cpu&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Worker&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cpu&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;attributes&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="list-experiment-template"></a>List Experiment Template<a class="hash-link" href="#list-experiment-template" title="Direct link to heading">#</a></h2><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">GET /api/v1/template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="code-example-1"></a>Code Example<a class="hash-link" href="#code-example-1" title="Direct link to heading">#</a></h3><p><strong>shell</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X GET http://127.0.0.1:32080/api/v1/template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>response</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;status&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;OK&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;success&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span 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255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 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</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;attributes&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="patch-experiment-template"></a>Patch Experiment Template<a class="hash-link" href="#patch-experiment-template" title="Direct link to heading">#</a></h2><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">PATCH /api/v1/template{name}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="parameters-1"></a>Parameters<a class="hash-link" href="#parameters-1" title="Direct link to heading">#</a></h3><table><thead><tr><th>Field Name</th><th>Type</th><th>In</th><th>Description</th></tr></thead><tbody><tr><td>name</td><td>String</td><td>path and body</td><td>Experiment template name. This is required.</td></tr><tr><td>author</td><td>String</td><td>body</td><td>Author name.</td></tr><tr><td>description</td><td>String</td><td>body</td><td>Description of the experiment template.</td></tr><tr><td>parameters</td><td>List\&lt;ExperimentTemplateParamSpec&gt;</td><td>body</td><td>Parameters of the experiment template.</td></tr><tr><td>experimentSpec</td><td>ExperimentSpec</td><td>body</td><td>Spec of the experiment template.</td></tr></tbody></table><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="code-example-2"></a>Code Example<a class="hash-link" href="#code-example-2" title="Direct link to heading">#</a></h3><p><strong>shell</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X PATCH -H &quot;Content-Type: application/json&quot; -d &#x27;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;my-tf-mnist-template&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;author&quot;: &quot;author-new&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is a template to run tf-mnist&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;parameters&quot;: [{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;learning_rate&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: 0.1,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is learning_rate of training.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;batch_size&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: 150,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;This is batch_size of training.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;experiment_name&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;value&quot;: &quot;tf-mnist1&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;required&quot;: true,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;description&quot;: &quot;the name of experiment.&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> ],</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;experimentSpec&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;meta&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;cmd&quot;: &quot;python /var/tf_mnist/mnist_with_summaries.py --log_dir=/train/log --learning_rate={{learning_rate}} --batch_size={{batch_size}}&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;{{experiment_name}}&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;envVars&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;ENV1&quot;: &quot;ENV1&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;framework&quot;: &quot;TensorFlow&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;namespace&quot;: &quot;default&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;spec&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;Ps&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;replicas&quot;: 1,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;resources&quot;: &quot;cpu=1,memory=1024M&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;Worker&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;replicas&quot;: 1,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;resources&quot;: &quot;cpu=1,memory=1024M&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> },</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;environment&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;image&quot;: &quot;apache/submarine:tf-mnist-with-summaries-1.0&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">&#x27; http://127.0.0.1:32080/api/v1/template/my-tf-mnist-template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>response</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;status&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;OK&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;success&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;message&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span 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plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;apache/submarine:tf-mnist-with-summaries-1.0&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;spec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Ps&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token property">&quot;cpu&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Worker&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token property">&quot;cpu&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;attributes&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-experiment-template"></a>Delete Experiment Template<a class="hash-link" href="#delete-experiment-template" title="Direct link to heading">#</a></h2><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">DELETE /api/v1/template{name}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="parameters-2"></a>Parameters<a class="hash-link" href="#parameters-2" title="Direct link to heading">#</a></h3><table><thead><tr><th>Field Name</th><th>Type</th><th>In</th><th>Description</th></tr></thead><tbody><tr><td>name</td><td>String</td><td>path</td><td>Experiment template name. This is required.</td></tr></tbody></table><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="code-example-3"></a>Code Example<a class="hash-link" href="#code-example-3" title="Direct link to heading">#</a></h3><p><strong>shell</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X DELETE http://127.0.0.1:32080/api/v1/template/my-tf-mnist-template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>reponse</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;status&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;OK&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;success&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;message&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;result&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;experimentTemplateId&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;id&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;serverTimestamp&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1626160071451</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;experimentTemplateSpec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;my-tf-mnist-template&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;author&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;author-new&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;This is a template to run tf-mnist&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;parameters&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;learning_rate&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;required&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;true&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;This is learning_rate of training.&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;value&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;0.1&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;batch_size&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;required&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;true&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;This is batch_size of training.&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;value&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;150&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;experiment_name&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" 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style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;attributes&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="use-template-to-create-a-experiment"></a>Use Template to Create a Experiment<a class="hash-link" href="#use-template-to-create-a-experiment" title="Direct link to heading">#</a></h2><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">POST /api/v1/experiment/{template_name}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="parameters-3"></a>Parameters<a class="hash-link" href="#parameters-3" title="Direct link to heading">#</a></h3><table><thead><tr><th>Field Name</th><th>Type</th><th>In</th><th>Description</th></tr></thead><tbody><tr><td>template_name</td><td>String</td><td>path</td><td>Experiment template name.</td></tr><tr><td>name</td><td>String</td><td>body</td><td>Experiment template name.</td></tr><tr><td>params</td><td>Map&lt;String, String&gt;</td><td>body</td><td>Parameters of the experiment including <code>experiment_name</code>.</td></tr></tbody></table><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="code-example-4"></a>Code Example<a class="hash-link" href="#code-example-4" title="Direct link to heading">#</a></h3><p><strong>shell</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X POST -H &quot;Content-Type: application/json&quot; -d &#x27;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;tf-mnist&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;params&quot;: {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;learning_rate&quot;:&quot;0.01&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;batch_size&quot;:&quot;150&quot;,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;experiment_name&quot;:&quot;newexperiment1&quot;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">&#x27; http://127.0.0.1:32080/api/v1/experiment/my-tf-mnist-template</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>response</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;status&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;OK&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;code&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;success&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;message&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;result&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;experimentId&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;experiment_1626160071451_0001&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;newexperiment1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;uid&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;b895985c-411c-4e89-90e0-c60a2a8a4235&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;status&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;Accepted&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;acceptedTime&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;2021-07-13T16:21:31.000+08:00&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;createdTime&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;runningTime&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;finishedTime&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;spec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;meta&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;newexperiment1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;namespace&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;default&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;framework&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;TensorFlow&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;python /var/tf_mnist/mnist_with_summaries.py --log_dir\u003d/train/log --learning_rate\u003d0.01 --batch_size\u003d150&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">&quot;ENV1&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;ENV1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;environment&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;dockerImage&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;kernelSpec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;description&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;apache/submarine:tf-mnist-with-summaries-1.0&quot;</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;spec&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Ps&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;name&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;image&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;cmd&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;envVars&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resourceMap&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">&quot;memory&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1024M&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token property">&quot;cpu&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;1&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;Worker&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;replicas&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">&quot;resources&quot;</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;cpu\u003d1,memory\u003d1024M&quot;</span><span class="token punctuation" 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style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/api/experiment-template.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this 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