https://community.esri.com/t5/arcgis-pro-questions/workstation-specifications-for-deep-learning/m-p/1021828#M36657 <P>We are starting to do work where our team will be using deep learning / python scripting work to identify features relating to rail and water transportation.&nbsp; We'll be dealing with both vector and raster data.&nbsp;&nbsp;</P><P>I'm responsible for ordering the hardware.&nbsp;&nbsp;</P><P>Can someone help me with sample tower desktop specifications for a somewhat future-proof system, as we go from more of an R&amp;D mode to production?&nbsp; Particularly interested in GPU (2?), CPU, and RAM suggestions.&nbsp; Brand suggestions are welcome as well.&nbsp;&nbsp;</P><P>This is my first post, I hope it is appropriate and in the right location.&nbsp;&nbsp;</P> Sat, 30 Jan 2021 01:16:26 GMT FirmoGraphs 2021-01-30T01:16:26Z https://community.esri.com/t5/arcgis-pro-questions/workstation-specifications-for-deep-learning/m-p/1021828#M36657 <P>We are starting to do work where our team will be using deep learning / python scripting work to identify features relating to rail and water transportation.&nbsp; We'll be dealing with both vector and raster data.&nbsp;&nbsp;</P><P>I'm responsible for ordering the hardware.&nbsp;&nbsp;</P><P>Can someone help me with sample tower desktop specifications for a somewhat future-proof system, as we go from more of an R&amp;D mode to production?&nbsp; Particularly interested in GPU (2?), CPU, and RAM suggestions.&nbsp; Brand suggestions are welcome as well.&nbsp;&nbsp;</P><P>This is my first post, I hope it is appropriate and in the right location.&nbsp;&nbsp;</P> Sat, 30 Jan 2021 01:16:26 GMT https://community.esri.com/t5/arcgis-pro-questions/workstation-specifications-for-deep-learning/m-p/1021828#M36657 FirmoGraphs 2021-01-30T01:16:26Z https://community.esri.com/t5/arcgis-pro-questions/workstation-specifications-for-deep-learning/m-p/1021832#M36659 <P>some specs here on dedicated video and gpu type from their github site</P><P><A href="https://github.com/Esri/deep-learning-frameworks/blob/master/README.md?rmedium=links_esri_com_b_d&amp;rsource=https%3A%2F%2Flinks.esri.com%2Fdeep-learning-framework-install#requirements" target="_blank">deep-learning-frameworks/README.md at master · Esri/deep-learning-frameworks (github.com)</A></P><P>then the general non-specific help&nbsp;</P><P><A href="https://pro.arcgis.com/en/pro-app/latest/help/analysis/deep-learning/install-deep-learning-frameworks.htm" target="_blank">Install deep learning frameworks for ArcGIS—ArcGIS Pro | Documentation</A></P><P>but I suspect it is going to depend on what you intend to do, so scrimping isn't wise</P> Sat, 30 Jan 2021 01:55:50 GMT https://community.esri.com/t5/arcgis-pro-questions/workstation-specifications-for-deep-learning/m-p/1021832#M36659 DanPatterson 2021-01-30T01:55:50Z