Azure Machine Learning
An Azure machine learning service for building and deploying models.
Experiment failed with error Service invocation failed.
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(19.2, 32%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDA%3C/text%3E%3C/svg%3E)
Dasari, Akhil [Non-Kenvue]
5
Reputation points
There are no logs, since the experiment didn't start. I am using the same pipeline in a diff workspace and subscription, it working fine there. Can someone help to find the issue.
Azure Machine Learning
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![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(22.400000000000002, 11%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERM%3C/text%3E%3C/svg%3E)
Ramr-msft 17,836 Reputation points2023-02-21T09:30:17.8133333+00:00 @Dasari, Akhil [Non-Kenvue] Thanks for the question.
The error message "Service invocation failed" can be caused by a number of issues. To troubleshoot the issue, you can try the following steps:
- Check the Azure Machine Learning service logs for any error messages or stack traces.
- Check the pipeline definition and make sure that all the required inputs are provided and the pipeline is correctly defined.
- Check the compute target and make sure that it is correctly configured and has enough resources to run the pipeline.
- Check the pipeline dependencies and make sure that all the required packages are installed and up-to-date.
- If the issue persists, you can try creating a new pipeline and running it in a new experiment to see if the issue is specific to the pipeline or the experiment.
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Dasari, Akhil [Non-Kenvue] 5 Reputation points
2023-02-22T07:58:59.8033333+00:00 Hi @Ramr-msft ,
This is the only error I can see.
I did try changing my cluster, running a new experiment and checking the lib versions, all seem to be fine. The issue still persists.
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Ramr-msft 17,836 Reputation points
2023-02-27T07:22:06.5933333+00:00 Dasari, Akhil [Non-Kenvue] Thanks, Please share details of your experiment and issue from the ml.azure.com portal for a engineer to lookup the issue from the back-end? This option is available from the top right hand corner of the portal by clicking the smiley face, Please select the option Microsoft can email you about the feedback along with a screen shot so our service team can lookup and advise through email.
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duongthaiha 6 Reputation points Microsoft Employee2024-10-20T18:08:40.2+00:00 Hi i have the same problem has anyone managed to find out what is the issue please. Thank you very much @Dasari, Akhil [Non-Kenvue]
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