/members-area/personalblogs/b/ralph-yamamoto-s-blog/posts/dpu-pynq-on-ultra96v2Back in May Xilinx released DPU-PYNQ which is an upgrade that incorporates DPU overlays and Vitis-AI into PYNQv2.5. Currently the Ultra96(v1 and v2), ZCU104, and ZCU111 boards are supported and with a little work you should be able to upgrade ot...en-USTelligent Community 12https://community.element14.com/members-area/personalblogs/b/ralph-yamamoto-s-blog/posts/dpu-pynq-on-ultra96v2Mon, 04 Aug 2025 17:01:42 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:8889aa78-9021-4593-8a36-e854d3b1dea7AYri0<p><img alt=" " height="174" src="/resized-image/__size/664x348/__key/commentfiles/f7d226abd59f475c9d224a79e3f0ec07-8889aa78-9021-4593-8a36-e854d3b1dea7/Capture-d_1920E900_cran-_2800_574_2900_.png" width="331" />&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<strong>I&#39;m currently working on a project that involves implementing an AI model on the DPU of the Ultra96v2. I&#39;m using<span>&nbsp;</span>pyxir_dpu<span>&nbsp;</span>after quantizing the model and generating the<span>&nbsp;</span>.xmodel<span>&nbsp;</span>file with Vitis AI 2.5. However, I&#39;m encountering an issue I can&#39;t solve: no matter how many times I re-quantize the model, I have the same problem, and attempting to reshape the input format crashes the kernel. Do you have any suggestions???</strong></p><img src="https://community.element14.com/aggbug?PostID=9812&AppID=330&AppType=Weblog&ContentType=0" width="1" height="1">