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    <title>topic Training loss is nan when using ssd to train deep learning model in ArcGIS Pro Questions</title>
    <link>https://community.esri.com/t5/arcgis-pro-questions/training-loss-is-nan-when-using-ssd-to-train-deep/m-p/1091551#M44758</link>
    <description>&lt;P&gt;hello,&amp;nbsp; I am trying to train a ssd model following the guide of this lesson "&lt;SPAN&gt;Use deep learning to assess palm tree health&lt;/SPAN&gt;"(&lt;A href="https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/)" target="_blank"&gt;https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/)&lt;/A&gt;&amp;nbsp;.&amp;nbsp; I tried many times with different tile size like 448/128/256/224, different argis pro version 2.6/2.8, on different computers, but met with the sample problem. Every Epoch finished very quickly and the train loss remained 'nan'. Here is my samples and parameters. I have no idea what cause the problem. Please help me, thanks a lot.&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="1.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21481i85DC8812ACEA9036/image-size/medium?v=v2&amp;amp;px=400" role="button" title="1.jpg" alt="1.jpg" /&gt;&lt;/span&gt; &lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="2.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21482i5D4E82F3FACA70C9/image-size/medium?v=v2&amp;amp;px=400" role="button" title="2.jpg" alt="2.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="3.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21483iB6B5A270C035BB3B/image-size/medium?v=v2&amp;amp;px=400" role="button" title="3.jpg" alt="3.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="4.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21484i0E501A0F998A63E7/image-size/medium?v=v2&amp;amp;px=400" role="button" title="4.jpg" alt="4.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="5.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21485iC2AD7377E87A83D4/image-size/medium?v=v2&amp;amp;px=400" role="button" title="5.jpg" alt="5.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="6.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21486i7EE9627A804B4BE4/image-size/medium?v=v2&amp;amp;px=400" role="button" title="6.jpg" alt="6.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt; &lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="7.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21487iCD80F609C41FCD08/image-size/medium?v=v2&amp;amp;px=400" role="button" title="7.jpg" alt="7.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;Dear @Anonymous User,&amp;nbsp; I found you have answered a question similar with mine, I wish you could see this. &lt;/P&gt;</description>
    <pubDate>Tue, 24 Aug 2021 02:26:30 GMT</pubDate>
    <dc:creator>Ajimu</dc:creator>
    <dc:date>2021-08-24T02:26:30Z</dc:date>
    <item>
      <title>Training loss is nan when using ssd to train deep learning model</title>
      <link>https://community.esri.com/t5/arcgis-pro-questions/training-loss-is-nan-when-using-ssd-to-train-deep/m-p/1091551#M44758</link>
      <description>&lt;P&gt;hello,&amp;nbsp; I am trying to train a ssd model following the guide of this lesson "&lt;SPAN&gt;Use deep learning to assess palm tree health&lt;/SPAN&gt;"(&lt;A href="https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/)" target="_blank"&gt;https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/)&lt;/A&gt;&amp;nbsp;.&amp;nbsp; I tried many times with different tile size like 448/128/256/224, different argis pro version 2.6/2.8, on different computers, but met with the sample problem. Every Epoch finished very quickly and the train loss remained 'nan'. Here is my samples and parameters. I have no idea what cause the problem. Please help me, thanks a lot.&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="1.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21481i85DC8812ACEA9036/image-size/medium?v=v2&amp;amp;px=400" role="button" title="1.jpg" alt="1.jpg" /&gt;&lt;/span&gt; &lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="2.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21482i5D4E82F3FACA70C9/image-size/medium?v=v2&amp;amp;px=400" role="button" title="2.jpg" alt="2.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="3.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21483iB6B5A270C035BB3B/image-size/medium?v=v2&amp;amp;px=400" role="button" title="3.jpg" alt="3.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="4.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21484i0E501A0F998A63E7/image-size/medium?v=v2&amp;amp;px=400" role="button" title="4.jpg" alt="4.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="5.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21485iC2AD7377E87A83D4/image-size/medium?v=v2&amp;amp;px=400" role="button" title="5.jpg" alt="5.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="6.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21486i7EE9627A804B4BE4/image-size/medium?v=v2&amp;amp;px=400" role="button" title="6.jpg" alt="6.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt; &lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="7.jpg" style="width: 400px;"&gt;&lt;img src="https://community.esri.com/t5/image/serverpage/image-id/21487iCD80F609C41FCD08/image-size/medium?v=v2&amp;amp;px=400" role="button" title="7.jpg" alt="7.jpg" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;Dear @Anonymous User,&amp;nbsp; I found you have answered a question similar with mine, I wish you could see this. &lt;/P&gt;</description>
      <pubDate>Tue, 24 Aug 2021 02:26:30 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-pro-questions/training-loss-is-nan-when-using-ssd-to-train-deep/m-p/1091551#M44758</guid>
      <dc:creator>Ajimu</dc:creator>
      <dc:date>2021-08-24T02:26:30Z</dc:date>
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