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    <title>topic TFLite for Microcontrollers on RT686 in i.MX RT Crossover MCUs</title>
    <link>https://community.nxp.com/t5/i-MX-RT-Crossover-MCUs/TFLite-for-Microcontrollers-on-RT686/m-p/1052550#M8107</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I attempting to build and run the &lt;A class="link-titled" href="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/benchmarks" title="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/benchmarks"&gt;TFLite for Microcontrollers Benchmarks&lt;/A&gt;on the &lt;A class="link-titled" href="https://www.nxp.com/design/development-boards/i-mx-evaluation-and-development-boards/i-mx-rt600-evaluation-kit:MIMXRT685-EVK" title="https://www.nxp.com/design/development-boards/i-mx-evaluation-and-development-boards/i-mx-rt600-evaluation-kit:MIMXRT685-EVK"&gt;i.MX RT600 Evaluation Kit&lt;/A&gt;, however I'm getting stuck at trying to deploy the built application onto the board. Using gdb to load &amp;amp; run does not work, neither did JTAG.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;For reference, I was able to successfully build and deploy the Hello World&amp;nbsp;adaptation –&amp;nbsp;&lt;A href="https://community.nxp.com/docs/DOC-346329"&gt;Create a eIQ (TensorFlow Lite library) demo for i.MX RT6xx&lt;/A&gt;&amp;nbsp;– using the project zip file provided (imported into the IDE).&lt;/P&gt;&lt;P&gt;I also tried replacing the target binary in the project above with the binary built using Make but that was not successful.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;1. Are there any instructions on how to flash binaries built outside MCUXpresso IDE onto the board?&lt;/P&gt;&lt;P&gt;2. Any other alternative ways that I may have overlooked using the IDE itself?&lt;/P&gt;&lt;P&gt;3. Is there a way to make MCUXpresso IDE print out the deployment&amp;nbsp;commands ran behind the scenes? (perhaps I could replicate these on the command line)&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 16 Jul 2020 14:00:22 GMT</pubDate>
    <dc:creator>gino_keeling</dc:creator>
    <dc:date>2020-07-16T14:00:22Z</dc:date>
    <item>
      <title>TFLite for Microcontrollers on RT686</title>
      <link>https://community.nxp.com/t5/i-MX-RT-Crossover-MCUs/TFLite-for-Microcontrollers-on-RT686/m-p/1052550#M8107</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I attempting to build and run the &lt;A class="link-titled" href="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/benchmarks" title="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/benchmarks"&gt;TFLite for Microcontrollers Benchmarks&lt;/A&gt;on the &lt;A class="link-titled" href="https://www.nxp.com/design/development-boards/i-mx-evaluation-and-development-boards/i-mx-rt600-evaluation-kit:MIMXRT685-EVK" title="https://www.nxp.com/design/development-boards/i-mx-evaluation-and-development-boards/i-mx-rt600-evaluation-kit:MIMXRT685-EVK"&gt;i.MX RT600 Evaluation Kit&lt;/A&gt;, however I'm getting stuck at trying to deploy the built application onto the board. Using gdb to load &amp;amp; run does not work, neither did JTAG.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;For reference, I was able to successfully build and deploy the Hello World&amp;nbsp;adaptation –&amp;nbsp;&lt;A href="https://community.nxp.com/docs/DOC-346329"&gt;Create a eIQ (TensorFlow Lite library) demo for i.MX RT6xx&lt;/A&gt;&amp;nbsp;– using the project zip file provided (imported into the IDE).&lt;/P&gt;&lt;P&gt;I also tried replacing the target binary in the project above with the binary built using Make but that was not successful.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;1. Are there any instructions on how to flash binaries built outside MCUXpresso IDE onto the board?&lt;/P&gt;&lt;P&gt;2. Any other alternative ways that I may have overlooked using the IDE itself?&lt;/P&gt;&lt;P&gt;3. Is there a way to make MCUXpresso IDE print out the deployment&amp;nbsp;commands ran behind the scenes? (perhaps I could replicate these on the command line)&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 16 Jul 2020 14:00:22 GMT</pubDate>
      <guid>https://community.nxp.com/t5/i-MX-RT-Crossover-MCUs/TFLite-for-Microcontrollers-on-RT686/m-p/1052550#M8107</guid>
      <dc:creator>gino_keeling</dc:creator>
      <dc:date>2020-07-16T14:00:22Z</dc:date>
    </item>
    <item>
      <title>Re: TFLite for Microcontrollers on RT686</title>
      <link>https://community.nxp.com/t5/i-MX-RT-Crossover-MCUs/TFLite-for-Microcontrollers-on-RT686/m-p/1052551#M8108</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi&amp;nbsp;&lt;SPAN style="color: #646464; background-color: #ffffff;"&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/SPAN&gt;&lt;A _jive_internal="true" data-content-finding="Community" data-userid="361991" data-username="gino.keeling@ethereal.email" href="https://community.nxp.com/people/gino.keeling@ethereal.email" style="color: #3d9ce7; background-color: #ffffff; border: 0px; font-weight: 600; text-decoration: underline; font-size: 11.9994px;"&gt;Gino Keeling&lt;/A&gt;,&lt;/P&gt;&lt;P&gt;Thank you for your interest in NXP Semiconductor products and&lt;BR /&gt;for the opportunity to serve you.&lt;BR /&gt;Before answering your question, I was wondering if you can clarify your inquiry.&lt;BR /&gt;According to the sentence: 'I also tried replacing the target binary in the project above with the binary built using Make but that was not successful', I guess you use the newly trained model to replace the model in the &lt;A href="https://community.nxp.com/docs/DOC-346329"&gt;Create a eIQ (TensorFlow Lite library) demo for i.MX RT6xx&lt;/A&gt;&amp;nbsp;, and later, you try to debug the updated demo project, is it that?&lt;/P&gt;&lt;P&gt;Looking forward to your reply.&lt;/P&gt;&lt;P style="color: #51626f; background-color: #ffffff; border: 0px; font-size: 14px;"&gt;Have a great day,&lt;BR /&gt;TIC&lt;/P&gt;&lt;P style="color: #51626f; background-color: #ffffff; border: 0px; font-size: 14px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #51626f; background-color: #ffffff; border: 0px; font-size: 14px;"&gt;-------------------------------------------------------------------------------&lt;BR /&gt;Note:&lt;BR /&gt;- If this post answers your question, please click the "Mark Correct" button. Thank you!&lt;/P&gt;&lt;P style="color: #51626f; background-color: #ffffff; border: 0px; font-size: 14px;"&gt;&amp;nbsp;&lt;/P&gt;&lt;P style="color: #51626f; background-color: #ffffff; border: 0px; font-size: 14px;"&gt;- We are following threads for 7 weeks after the last post, later replies are ignored&lt;BR /&gt;Please open a new thread and refer to the closed one, if you have a related question at a later point in time.&lt;BR /&gt;-------------------------------------------------------------------------------&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 17 Jul 2020 02:48:26 GMT</pubDate>
      <guid>https://community.nxp.com/t5/i-MX-RT-Crossover-MCUs/TFLite-for-Microcontrollers-on-RT686/m-p/1052551#M8108</guid>
      <dc:creator>jeremyzhou</dc:creator>
      <dc:date>2020-07-17T02:48:26Z</dc:date>
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