https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/Run-Multilple-Models-in-Asynchronous-mode/m-p/1129672#M8300 <P>Hi, I'm building the face-recognition system on the INTEL UPSQUARED. I have converted the necessary model. Here's my workflow: DETECTING FACES -&gt; FACE ALIGNMENT -&gt; EXTRACTING EMBEDDING VECTORS -&gt; COMPUTING EUCLIDEAN DISTANCE. I intend to run the detecting model on GPU, the extracting model on the VPU (MYRIAD) and computing the distance on CPU. Is there any way that I can run 2 models in Asynchronous mode ( in Python ). Thank you very much.&nbsp;</P> Wed, 17 Apr 2019 03:25:42 GMT Nguyen__Vuong 2019-04-17T03:25:42Z https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/Run-Multilple-Models-in-Asynchronous-mode/m-p/1129672#M8300 <P>Hi, I'm building the face-recognition system on the INTEL UPSQUARED. I have converted the necessary model. Here's my workflow: DETECTING FACES -&gt; FACE ALIGNMENT -&gt; EXTRACTING EMBEDDING VECTORS -&gt; COMPUTING EUCLIDEAN DISTANCE. I intend to run the detecting model on GPU, the extracting model on the VPU (MYRIAD) and computing the distance on CPU. Is there any way that I can run 2 models in Asynchronous mode ( in Python ). Thank you very much.&nbsp;</P> Wed, 17 Apr 2019 03:25:42 GMT https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/Run-Multilple-Models-in-Asynchronous-mode/m-p/1129672#M8300 Nguyen__Vuong 2019-04-17T03:25:42Z https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/Run-Multilple-Models-in-Asynchronous-mode/m-p/1129673#M8301 <P>I think you can create 2 differents threads (or process) to run 2 models in parallel. Maybe using a queue in python (which is guaranteed to thread-safe). Hope that helps</P> Thu, 18 Apr 2019 14:21:18 GMT https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/Run-Multilple-Models-in-Asynchronous-mode/m-p/1129673#M8301 Truong__Dien_Hoa 2019-04-18T14:21:18Z