topic Automate Road Surface Investigation Using Deep Learning in ArcGIS API for Python Questions https://community.esri.com/t5/arcgis-api-for-python-questions/automate-road-surface-investigation-using-deep/m-p/1167743#M7337 <P>Hi everyone.</P><P><SPAN>I am trying to implement "Automate Road Surface Investigation Using Deep Learning"&nbsp;</SPAN></P><P><SPAN>whit Anaconda, but when i try to get de Learning Rate in code lin</SPAN></P><PRE><SPAN class="">lr</SPAN> <SPAN class="">=</SPAN> <SPAN class="">ssd</SPAN><SPAN class="">.</SPAN><SPAN class="">lr_find</SPAN><SPAN class="">()</SPAN> <SPAN class="">lr</SPAN></PRE><P><SPAN>&nbsp;i get this Runtime Error:</SPAN></P><PRE><SPAN class="">RuntimeError</SPAN>: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 4.00 GiB total capacity; 2.90 GiB already allocated; 0 bytes free; 2.95 GiB reserved in total by PyTorch)</PRE><P>I have been looking for a solution for this error, in some blogs, they explain that I must clean the cache. I tried but the runtime errors keep</P><P>My GPU it's an NVIDIA Quadro P620</P><P>thanks for any help than can give me</P> Mon, 25 Apr 2022 22:06:47 GMT SimonMarin 2022-04-25T22:06:47Z Automate Road Surface Investigation Using Deep Learning https://community.esri.com/t5/arcgis-api-for-python-questions/automate-road-surface-investigation-using-deep/m-p/1167743#M7337 <P>Hi everyone.</P><P><SPAN>I am trying to implement "Automate Road Surface Investigation Using Deep Learning"&nbsp;</SPAN></P><P><SPAN>whit Anaconda, but when i try to get de Learning Rate in code lin</SPAN></P><PRE><SPAN class="">lr</SPAN> <SPAN class="">=</SPAN> <SPAN class="">ssd</SPAN><SPAN class="">.</SPAN><SPAN class="">lr_find</SPAN><SPAN class="">()</SPAN> <SPAN class="">lr</SPAN></PRE><P><SPAN>&nbsp;i get this Runtime Error:</SPAN></P><PRE><SPAN class="">RuntimeError</SPAN>: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 4.00 GiB total capacity; 2.90 GiB already allocated; 0 bytes free; 2.95 GiB reserved in total by PyTorch)</PRE><P>I have been looking for a solution for this error, in some blogs, they explain that I must clean the cache. I tried but the runtime errors keep</P><P>My GPU it's an NVIDIA Quadro P620</P><P>thanks for any help than can give me</P> Mon, 25 Apr 2022 22:06:47 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/automate-road-surface-investigation-using-deep/m-p/1167743#M7337 SimonMarin 2022-04-25T22:06:47Z