dotnet / dotnet/machinelearning-modelbuilder
Training network on GPU. Error: "The JSON-RPC connection with the remote party was lost before the request could complete."
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Description
**System Information (please complete the following information):**
- Model Builder or CLI Version: 16.6.3.2136603
- Model Builder GPU Support Version: 16.6.3.2136603
- Visual Studio Version (if applicable): Professional 2019 version 16.11.1
- .Net 5.0
**Describe the bug**
- On which step of the process did you run into an issue: Train step in Image classification scenario using Local GPU and default flower photos from tutorioal
- Clear description of the problem:
I am trying to take the first steps in a home project, I decided to try to train the network using my local video card, but I ran into the problem "The JSON-RPC connection .."
After searching Google for information, Microsoft recognized this error and they fixed it in 16.5.4, but my environment is newer.
I tried to restore the installation via Visual Studio Installer, but to no avail.
Has anyone encountered such a problem? Can someone suggest how to deal with it.
**To Reproduce**
Steps to reproduce the behavior:
1. Go to 'Add..'->Machine Learning
2. Click on 'Image classification'
3. Select on Environment tab Local (GPU)
4. Click on "Check combability"
5. Click "Next step" and select dataset (i'm using default dataset with flowers classification) and click "Next step"
6. On Train step click "Train" and wait few seconds
7. See error
**Expected behavior**
Training proceeded without error and i can move to "Evaluate" step
**Screenshots**



**Additional context**
[06428ff7-b6fc-4b0a-88b4-4156f15cf916.txt](https://github.com/dotnet/machinelearning-modelbuilder/files/7027246/06428ff7-b6fc-4b0a-88b4-4156f15cf916.txt)
[c652506b-4dd5-4f80-8abe-efbc08b38f84.txt](https://github.com/dotnet/machinelearning-modelbuilder/files/7027247/c652506b-4dd5-4f80-8abe-efbc08b38f84.txt)
[9754cd7b-5563-44ff-abfd-8f684fbf7c68.txt](https://github.com/dotnet/machinelearning-modelbuilder/files/7027248/9754cd7b-5563-44ff-abfd-8f684fbf7c68.txt)
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