<?xml-stylesheet type="text/xsl" href="https://community.element14.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>BeagleY-AI Review - Part 2</title><link>/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beagley-ai-review---part-2</link><description>Introduction
This is the continuation of my previous blog ( BeagleY-AI Review - Part 1 ). In this blog we will look into the AI/ML inference performance of BeagleY-AI. As I was working with this board for the past few weeks, I have learnt a lot about</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: BeagleY-AI Review - Part 2</title><link>https://community.element14.com/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beagley-ai-review---part-2</link><pubDate>Thu, 12 Mar 2026 13:17:56 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:5f292acf-b889-4f70-9877-94cb8421c933</guid><dc:creator>saivarma</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;can you help me sir please iam facing error&amp;nbsp;&lt;/p&gt;
&lt;p&gt;root@j722s-evm:/opt/edgeai-gst-apps# cd /opt/edgeai-gst-apps&lt;br /&gt;root@j722s-evm:/opt/edgeai-gst-apps# python3 apps_python/app_edgeai.py configs/waterbottle_yolox_nano.yaml&lt;br /&gt;libtidl_onnxrt_EP loaded 0x25842a00 &lt;br /&gt;Final number of subgraphs created are : 2, - Offloaded Nodes - 268, Total Nodes - 277 &lt;br /&gt;APP: Init ... !!!&lt;br /&gt; 1730.191277 s: MEM: Init ... !!!&lt;br /&gt; 1730.191572 s: MEM: Initialized DMA HEAP (fd=5) !!!&lt;br /&gt; 1730.191818 s: MEM: Init ... Done !!!&lt;br /&gt; 1730.191854 s: IPC: Init ... !!!&lt;br /&gt; 1730.247920 s: IPC: Init ... Done !!!&lt;br /&gt;REMOTE_SERVICE: Init ... !!!&lt;br /&gt;REMOTE_SERVICE: Init ... Done !!!&lt;br /&gt; 1730.262588 s: GTC Frequency = 200 MHz&lt;br /&gt;APP: Init ... Done !!!&lt;br /&gt; 1730.273688 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_ERROR&lt;br /&gt; 1730.273735 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_WARNING&lt;br /&gt; 1730.273752 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_INFO&lt;br /&gt; 1730.275262 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:169] Added target MPU-0 &lt;br /&gt; 1730.275588 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:169] Added target MPU-1 &lt;br /&gt; 1730.275790 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:169] Added target MPU-2 &lt;br /&gt; 1730.275924 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:169] Added target MPU-3 &lt;br /&gt; 1730.275947 s: VX_ZONE_INFO: [tivxInitLocal:202] Initialization Done !!!&lt;br /&gt; 1730.276007 s: VX_ZONE_INFO: Globally Disabled VX_ZONE_INFO&lt;br /&gt; 1730.290000 s: VX_ZONE_ERROR: [vxGetStatus:1250] Reference is NULL&lt;br /&gt;TIDL_RT_OVX: ERROR: Init TIDL failed&lt;br /&gt;Traceback (most recent call last):&lt;br /&gt; File &amp;quot;/opt/edgeai-gst-apps/apps_python/app_edgeai.py&amp;quot;, line 67, in &amp;lt;module&amp;gt;&lt;br /&gt; main(sys.argv)&lt;br /&gt; File &amp;quot;/opt/edgeai-gst-apps/apps_python/app_edgeai.py&amp;quot;, line 46, in main&lt;br /&gt; demo = EdgeAIDemo(config)&lt;br /&gt; ^^^^^^^^^^^^^^^^^^&lt;br /&gt; File &amp;quot;/opt/edgeai-gst-apps/apps_python/edge_ai_class.py&amp;quot;, line 108, in __init__&lt;br /&gt; model_obj.create_runtime()&lt;br /&gt; File &amp;quot;/usr/lib/python3.12/site-packages/edgeai_dl_inferer.py&amp;quot;, line 315, in create_runtime&lt;br /&gt; self.run_time = RunTime(self.artifacts,&lt;br /&gt; ^^^^^^^^^^^^^^^^^^^^^^^&lt;br /&gt; File &amp;quot;/usr/lib/python3.12/site-packages/edgeai_dl_inferer.py&amp;quot;, line 170, in __init__&lt;br /&gt; self.interpreter = _onnxruntime.InferenceSession(&lt;br /&gt; ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^&lt;br /&gt; File &amp;quot;/usr/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py&amp;quot;, line 387, in __init__&lt;br /&gt; self._create_inference_session(providers, provider_options, disabled_optimizers)&lt;br /&gt; File &amp;quot;/usr/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py&amp;quot;, line 439, in _create_inference_session&lt;br /&gt; sess.initialize_session(providers, provider_options, disabled_optimizers)&lt;br /&gt;onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Create state function failed. Return value:-1&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=28319&amp;AppID=80&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: BeagleY-AI Review - Part 2</title><link>https://community.element14.com/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beagley-ai-review---part-2</link><pubDate>Wed, 29 Oct 2025 06:53:25 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:5f292acf-b889-4f70-9877-94cb8421c933</guid><dc:creator>Aparnaputhoor</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;&lt;span&gt;Hi Aswin, I&amp;rsquo;m also working on the BeagleY-AI project. I have faced a similar issue. Could you please share your experience or any updates you have regarding model deployment?&lt;/span&gt;&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=28319&amp;AppID=80&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: BeagleY-AI Review - Part 2</title><link>https://community.element14.com/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beagley-ai-review---part-2</link><pubDate>Sat, 07 Jun 2025 13:05:58 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:5f292acf-b889-4f70-9877-94cb8421c933</guid><dc:creator>a_m1</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Is there any update on the tensorlite model&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=28319&amp;AppID=80&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: BeagleY-AI Review - Part 2</title><link>https://community.element14.com/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beagley-ai-review---part-2</link><pubDate>Tue, 10 Sep 2024 18:29:05 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:5f292acf-b889-4f70-9877-94cb8421c933</guid><dc:creator>DAB</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;After reading your post it looks like they did not do any integration of the TI software for the BB.&lt;/p&gt;
&lt;p&gt;I look forward to Part 3 to see if you can resolve the issues.&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=28319&amp;AppID=80&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item></channel></rss>