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MLOps examples

Results 18 MLOps issues
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https://github.com/microsoft/MLOps/blob/29c6e95c660530467fa8cd7ed52e9753abe61b59/examples/pytorch-imagenet-onnx/training/train-with-pytorch.ipynb#L96 The url to the dataset seems to be invalid and would be useful if updated.

Hi, Has anyone encountered this error " Missing required package "azureml-dataset-runtime", which is unavailable for 32bit Python". I have installed the library several times, but I end up on this...

remove build_image deprecated and handle mlflow create experiment call better

Hi Would you let me know what's wrong here please I get the following error at Step 9 - AttributeError: 'NoneType' object has no attribute 'get_metrics' Thanks

I find that this sample is not ingested into https://docs.microsoft.com/en-us/samples. Seems the service @VSC-Service-Account account is not granted the permission. Could anyone take a look if the permission is configured?...

issue caused by child runs attempting to register model before artifact is saved to outputs folder. Added upload_files step to push model into Run output for registration. fixes #56

Experiment fails with: Could not locate the provided model_path outputs/network.pth in the set of files uploaded to the run: ['azureml-logs/55_azureml-execution-tvmps_7c64ad713a50bc22098f7505ce5fb74b47976f9280fc094fda12d73f64dee461_d.txt', 'azureml-logs/65_job_prep-tvmps_7c64ad713a50bc22098f7505ce5fb74b47976f9280fc094fda12d73f64dee461_d.txt', 'azureml-logs/70_driver_log.txt', 'azureml-logs/process_info.json', 'azureml-logs/process_status.json', 'logs/azureml/129_azureml.log', 'logs/azureml/job_prep_azureml.log']

I'm working on MLOps with the example of customer_churn. During HyperParameter Tuning stage, I'm getting the following error: **User program failed with RuntimeError: expand(torch.FloatTensor{[2, 64]}, size=[64]): the number of sizes...