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Implement yolo_TVM #2309
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@angry-crab : Could you pls provide more technical details |
@raminterpl @Deepak3994 To put simply,
Please let me know if there is any question/problem. |
@Deepak3994 : Deepak is looking into it. |
I see the initial step for verifying accuracy of the compiled model is to run the test from "https://github.com/angry-crab/tvm_example/blob/main/python/tvm_test.py". But in that script i see that we will be importing the pre-compiled models, backbone etc. From where can we find these models for the current yolo part? |
Hi, maybe you can check the one currently being used by tensorrt. |
Hi, I went through the camke file. It mentioned that models will be downloaded. For now i tried "https://autowarefoundation.github.io/autoware-documentation/main/installation/autoware/docker-installation-devel/" Is it the ryt way or there are some other commands/ methods to get the model files downloaded? |
Hi, sry for the confusion. We need to do |
Hi @angry-crab , I have downloaded the models for yolo-tinyx. Currently I am working on the test script which you have suggested to look into for getting accuracy of compiled model for llvm and opencl backend. Script: I cloned the code and ryt now working on running this script for the "yolo-tinyx.onnx" model file. Few libraries its requesting to be installed, currently doing the same. I will post the test results here once its generated. |
@Deepak3994 It seems that the operation is available. Which version of tvm are you using? |
I'm simply following the instructions from official tvm doc. btw, maybe you can use the docker image from model_zoo. but make sure to change the entry point and rebuild the image. |
Hi, The issue we are facing is registered as a bug on TVM Github issues page here. Please let us know what call to take because I am facing this issue even after a thorough source installation and not just through package installation. Regards, |
@sujithvemi |
This pull request has been automatically marked as stale because it has not had recent activity. |
@xmfcx @mitsudome-r : Deepak is leaving Interplai this week. could you please assign this task to any other team who can take up this .sorry for any inconvenience |
This pull request has been automatically marked as stale because it has not had recent activity. |
@kminoda |
Yeah, this task is long overdue. |
Checklist
Description
Implement yolo with TVM
Purpose
Implement yolo with TVM
Possible approaches
Implement cuda kernels using cpp/tvm
Definition of done
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