Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
3 answers
Azure ML Compute instances continue getting charged even after stopped
I setup a couple of compute instance in Azure ML. They were configured to be auto stopped after 1hour of inactivity. However, they continued to incur charges even after they were auto stopped. After some online research, I understand 'Stopped…
Azure Machine Learning
asked 2026-01-02T05:27:03.96+00:00
Jerry Wang
5
Reputation points
commented 2026-01-21T04:31:03.0333333+00:00
TP
147K
Reputation points
Volunteer Moderator
0 answers
Managed Online Endpoint fails with containerd 'blob not found' despite successful image pull and rebuild
Azure ML Managed Online Endpoint fails with "containerd blob not found" despite successful image pull and rebuild Problem Summary I'm experiencing a persistent deployment failure on Azure Machine Learning Managed Online Endpoints. The…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-20T16:34:10.21+00:00
![](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(176, 33%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPJ%3C/text%3E%3C/svg%3E)
Prateek Jannu
0
Reputation points
commented 2026-01-20T19:33:02.3333333+00:00
![](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(28.799999999999997, 15%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAV%3C/text%3E%3C/svg%3E)
Anshika Varshney
6,180
Reputation points Microsoft External Staff
Moderator
3 answers
Applied Skills - Create Agent in Microsoft Copilot Studio - Action for selection not available
Good evening, I was trying Microsoft Applied Skills - Create Agent in Microsoft Copilot studio. The instruction email mentioned to select cloud flow action and link to the topic but even after creating a topic, the specified action wasn't available for…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-19T13:47:58.2166667+00:00
VaibhavAvachat-8208
65
Reputation points
commented 2026-01-20T13:18:15.0233333+00:00
Julian Sharp
11,606
Reputation points
2 answers
Azure Machine Learning : i am unable to create the real time endpoint
i am unable to create the real time endpoint in azure machine learning i am using score.py & conda_env.yml file please find the attachment for reference conda_env.txtscore.txt
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-15T08:35:59.8833333+00:00
![](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(182.40000000000003, 28.000000000000004%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EV%3C/text%3E%3C/svg%3E)
Vijay
0
Reputation points
commented 2026-01-20T13:14:23.0866667+00:00
Anshika Varshney
6,180
Reputation points Microsoft External Staff
Moderator
1 answer
How to detect the compute owner in Azure ML startup script to back up local folders to CloudFiles
Hello, I have a requirement to copy local folders from each Azure ML compute and store them in CloudFiles under the corresponding dedicated user folder during compute startup. For example, I have three computes in my workspace: test-ws-compute1-sm …
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2025-12-21T19:42:10.56+00:00
![](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(35.2, 64%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHN%3C/text%3E%3C/svg%3E)
Helan Nivas
0
Reputation points
commented 2026-01-20T05:13:27.94+00:00
![](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(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
unable to create ML explaibility dashboard (RAI) using azure Ml studio
I am working on a POC I am unable to create an XAI dashboard or generate explainability for multi‑level classification models in AutoML and Designer view. Additionally, the metrics are not always visible
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2025-12-29T17:33:09.59+00:00
![](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(224.00000000000003, 24%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESD%3C/text%3E%3C/svg%3E)
Suresh Duvvuri (NON EA SC ALT)
20
Reputation points Microsoft Employee
edited a comment 2026-01-20T04:27:54.9566667+00:00
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
1 answer
Unable to Train a model using AutoML
I am using the Microsoft Non-Production MCAPS-Hybrid-xxxxx subscription and trying to do the MS Learn lab for training a model using Auto ML. The first issue I had in this environment was that I need to add the storage account permissions to my account…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-12T20:52:56.5833333+00:00
![](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(272, 64%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDG%3C/text%3E%3C/svg%3E)
Dan Gilmore
0
Reputation points Microsoft Employee
commented 2026-01-19T20:15:14.6666667+00:00
Anshika Varshney
6,180
Reputation points Microsoft External Staff
Moderator
1 answer
How can we delete a shared registry that has a Deny Assignment on it?
I created these two shared registries: siamese-network-model-transfer and siamese-network-model-v2 for testing how we can access a model between two of our workspaces. However, we just received several S360 Violations stating that the storage accounts…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-16T00:22:49.1233333+00:00
![](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(32, 96%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Sanjana Gundala
0
Reputation points Microsoft Employee
commented 2026-01-19T06:01:47.8733333+00:00
![](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(316.8, 39%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESM%3C/text%3E%3C/svg%3E)
Sridhar M
4,315
Reputation points Microsoft External Staff
Moderator
2 answers
Deploy model:MedImageInsight in Azure Foundry Error: ResourceOperationFailure: User container has crashed or terminated
ARM error log 2025-12-23T06:31:45Z User container has crashed or terminated. Please see troubleshooting guide, available here: https://aka.ms/oe-tsg#error-resourcenotready Please help me solve it
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2025-12-23T08:04:32.8133333+00:00
![](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(172.8, 81%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EB2%3C/text%3E%3C/svg%3E)
BruceLiMedalsoft-2694
0
Reputation points
commented 2026-01-19T05:16:30.45+00:00
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
1 answer
Error when creating compute instance
I am trying to create a compute instance, but keep receiving the message The specified Azure ML Compute Instance andrewnam1 setup failed with error "Failed to mount storage. Details - Hint:Miss required permission Storage File Data Privileged…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-16T22:11:37.5833333+00:00
![](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(316.8, 92%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAN%3C/text%3E%3C/svg%3E)
Andrew Nam
0
Reputation points Microsoft Employee
commented 2026-01-16T22:23:26.86+00:00
Andrew Nam
0
Reputation points Microsoft Employee
1 answer
Can't access AML Notebooks
When I open the AML Workspace and click "notebooks", I get this error "You do not have access to the workspace storage account. The storage account may be behind a VNET. Contact your administrator if this error persists.". I can see…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2025-12-29T16:07:00.92+00:00
![](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(176, 22%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYK%3C/text%3E%3C/svg%3E)
Yeliz Kilinc
0
Reputation points Microsoft Employee
edited an answer 2026-01-16T12:24:32.9233333+00:00
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
1 answer
Azure ML sweep jobs stuck in 'Cancelling' state
Hello, I am running hyperparameter sweep jobs in Azure Machine Learning, and several runs are stuck in the “Cancelling” state for a (very) long time. The sweep started normally, but after attempting to cancel it (via UI/SDK), the jobs never transition to…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-16T10:42:21.14+00:00
![](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(70.4, 16%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMB%3C/text%3E%3C/svg%3E)
Maria Bampa
0
Reputation points
answered 2026-01-16T10:42:30.25+00:00
Q&A Assist
1 answer
AzureML Compute Instance Mount Data (SDK V2)
I am trying to access my blob data store in an AzureML Compute Instance (VM) in a Jupyter Notebook. For this, I want to avoid downloading the data to disk, but rather mount the blob data storage and then access the data as with native file access. I am…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-12T12:03:51.18+00:00
![](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(252.8, 78%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ER%3C/text%3E%3C/svg%3E)
rsaw
0
Reputation points
answered 2026-01-16T06:20:50.52+00:00
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
2 answers
Azure ML dependency conflict between azureml-defaults (Flask 3.x) and MLflow versions compatible with Azure ML tracking backend
I’m running into a compatibility issue in Azure ML while using MLflow for model logging/registration. If I let MLflow install normally (MLflow 3.x), training fails during mlflow.sklearn.log_model() with a 404 on the /api/2.0/mlflow/logged-models…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-13T05:16:54.5966667+00:00
![](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(198.4, 51%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Shubhanki Gupta
0
Reputation points
answered 2026-01-14T18:09:01.33+00:00
Shubhanki Gupta
0
Reputation points
1 answer
Batch endpoint fails to accept dynamically generated MLTable input for deployed pipeline – Dataset does not have a valid dataset definition
I'm experiencing an issue with Azure ML v2 Batch Endpoints when providing a dynamically generated MLTable as input (using datastore URI). The pipeline runs successfully when submitted directly via the Python SDK v2 with MLTable input ( datastore URI to…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-14T17:34:37.7033333+00:00
![](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(89.60000000000001, 17%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
Jithin Sasikumar
0
Reputation points
edited the question 2026-01-14T17:47:48.8966667+00:00
Jithin Sasikumar
0
Reputation points
0 answers
Failure while loading azureml_run_type_providers. Failed to load entrypoint azureml.PipelineRun = azureml.pipeline.core.run:PipelineRun._from_dto with exception (azureml-core 1.47.0 (/azureml-envs/azureml_862fbd3b8df44d2c582aa46cf5a23700/lib/python3.8/sit
I'm currently running the Azure Machine Learning Course by Microsoft (and Coursera). I'm going throught the excercises as descriped, but constantly run in the following problem. After creating a new pipeline in the Designer and sending it to a Compute…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-14T10:03:14.1633333+00:00
![](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(179.20000000000002, 90%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAH%3C/text%3E%3C/svg%3E)
Alexander Haymann
0
Reputation points
asked 2026-01-14T10:03:14.1633333+00:00
Alexander Haymann
0
Reputation points
2 answers
can i deploy a custom model on serverless endpoint in azure machine learning?
We want to make online inference but sometime there are no prediction request for hours maybe days. So in this case we would like inference endpoints only when needed. i heard about azure serverless endpoint can i deploy my trained (fine tunned) custom…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-09T13:33:49.3466667+00:00
![](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(121.6, 68%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECV%3C/text%3E%3C/svg%3E)
Chaitanya Vedpathak
0
Reputation points
commented 2026-01-14T09:43:06.83+00:00
Manas Mohanty
13,600
Reputation points Microsoft External Staff
Moderator
1 answer
Azure ML Compute Instance uses Linux 25.07.12 (NumPy 2.x) and breaks HuggingFace, FAISS, and SciPy — how to fix?
I’m using an Azure ML Compute Instance with GPU (H100 / A100). Every instance is provisioned with the base image: Linux 25.07.12 (current) This image ships with NumPy 2.x and Keras 3. Because of this, many core ML libraries fail to import or crash with…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2026-01-13T10:45:31.3066667+00:00
![](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(294.40000000000003, 75%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAG%3C/text%3E%3C/svg%3E)
Aneesh Gunda
0
Reputation points
answered 2026-01-13T10:45:44.75+00:00
Q&A Assist
2 answers
Azure for Students: Unable to Create ML Studio Workspace – RequestDisallowedByAzure Error
I am using an active Azure for Students subscription with credits available (₹7500 total, ~₹1000 consumed). Previously, I was able to use the Azure ML Studio UI for modeling and inference. Now, I am unable to create a new ML workspace in any…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
asked 2025-12-26T11:11:36.96+00:00
![](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(220.8, 2%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYC%3C/text%3E%3C/svg%3E)
Y CHANDRA SEKHAR RAO
0
Reputation points
answered 2026-01-13T10:43:01.11+00:00
![](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(176, 16%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SRILAKSHMI C
13,065
Reputation points Microsoft External Staff
Moderator
2 answers
One of the answers was accepted by the question author.
Not able to use o4-mini in Prompt Flow. Getting error of old error version and o4-mini only works with 2024-12 or later
I have been using a Prompt flow with gpt-5 and gpt-4o-mini but when I am trying to use o4-mini with the same Prompt Flow, I am getting the following error - Run failed: OpenAI API hits BadRequestError: Error code: 400 - {'error': {'code': 'BadRequest',…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,563 questions
![](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(38.4, 81%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3E4%3C/text%3E%3C/svg%3E)