3,529 questions with Azure Machine Learning tags

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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.
3,529 questions
asked 2025-12-21T19:42:10.56+00:00
Helan Nivas 0 Reputation points
edited the question 2025-12-21T19:48:15.27+00:00
Helan Nivas 0 Reputation points
1 answer

AzureML Compute Instance SSH via public IP

I noticed my compute instances created in the past week are no longer accessible via ssh with the public IP. For example, the public IP + ssh instructions you see on the compute instance pane will result in a time out. My older compute instance(s) still…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-21T14:29:21.8633333+00:00
Austin Coffman 0 Reputation points
answered 2025-12-21T14:29:28.9133333+00:00
Q&A Assist
0 answers

Session status messages: Automatic runtime is not ready in a fixed timespan, error: Container not started

Azure Machine Learning Compute Session not starting. Tried to reset and restart multiple times to no avail. Trace ID : 28273019-9cc5-4e31-b746-06072d9d3907

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-21T08:18:37.07+00:00
#LIM YONG KANG# 0 Reputation points
0 answers

FFmpeg vulnerabilities when extending latest AzureML recommended base image (Ubuntu / no Ubuntu Pro)

I am creating a custom Docker image for Azure Machine Learning by extending one of the most recent recommended base images from the official Azure/AzureML‑Containers repository, pulled from Microsoft Container Registry (MCR). Starting from this base…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-20T00:17:45.6966667+00:00
Francesco Picetti 0 Reputation points Microsoft Employee
commented 2025-12-20T02:27:07.99+00:00
Sridhar M 3,160 Reputation points Microsoft External Staff Moderator
1 answer

Can I attach NVMe to an AzureML cluster node?

In my Azure Machine Learning workspace, I am using a managed compute cluster with VM size Standard_NC80adis_H100_v5. According to the official VM documentation, this SKU includes multiple ephemeral local NVMe disks, which are usable on a “raw” Azure VM…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-20T00:11:37.5133333+00:00
Francesco Picetti 0 Reputation points Microsoft Employee
commented 2025-12-20T02:00:38.83+00:00
Sridhar M 3,160 Reputation points Microsoft External Staff Moderator
0 answers

Any way to assign a static IP to an Azure ML Compute Cluster?

I am trying to get an Azure ML Compute Cluster to have a static IP so that it can query a web resource and we only need to allow a single IP or IP range. Is this possible? Our Azure ML instance is on a private Vnet and we have tried with public IP on…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-18T23:05:54.1633333+00:00
Daniel Hargis 0 Reputation points Microsoft External Staff
commented 2025-12-19T19:07:14.8166667+00:00
Daniel Hargis 0 Reputation points Microsoft External Staff
1 answer

Unable to change or recreate System Assigned Identity on migrated Azure ML Workspace

We recently migrated an Azure Machine Learning Workspace from one tenant to another. After migration, the workspace’s System Assigned Managed Identity (SAMI) is no longer functional. Attempts to enable, disable, or recreate the system-assigned identity…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-05T23:13:33.98+00:00
commented 2025-12-18T17:17:45.5666667+00:00
SRILAKSHMI C 11,755 Reputation points Microsoft External Staff Moderator
2 answers

Machine Learning Studio jobs fail due to DATA_CAPABILITY timeout

I'm running a custom deep learning experiment with TensorFlow/Keras in Azure ML Studio. The data is in tfrecord files, each around 1GB. Smaller datasets (~10GB) have worked fine, but now that I'm ready to use my main dataset which is over 200 files I'm…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-01T08:41:40.15+00:00
Alert101 5 Reputation points
commented 2025-12-18T07:27:42.1533333+00:00
Alert101 5 Reputation points
2 answers One of the answers was accepted by the question author.

My deployment failed because Azure policies disallowed resource creation in the selected region, restricting deployments to approved regions only.

Can you someone guide me on how to resolve this location error while creating a workspace? I am using a student account that provides 100 credits, However, I am encountering this error that is preventing me from creating a workspace. Is there a list of…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-09-06T02:11:28.42+00:00
Eugene Mukeshimana 25 Reputation points
commented 2025-12-18T04:40:16.9266667+00:00
Mohamed Dirshe 0 Reputation points
2 answers One of the answers was accepted by the question author.

How to fix model logging in MLFlow?

Hi. I am getting a 404 when logging models using MLFlow: ... os.environ["MLFLOW_TRACKING_URI"] = workspace.mlflow_tracking_uri ... mlflow.pytorch.log_model( pytorch_model=dummy_model, …

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-06-29T15:17:05.4866667+00:00
Gustavo Carmo 30 Reputation points
edited a comment 2025-12-17T16:58:45.4566667+00:00
Benzshawel, Thomas M 0 Reputation points
1 answer

Not able to create compute instance (NV4ads V710 v5 & NV6adsv5) in machine learning studio in EAST US region

Hello, I am not able to create NV4ads V710 v5 & NV6adsv5 compute instances in azure machine learning studio in EAST US region?? and it not getting listed in azure ml studio as well Are these instance types supported in azure ML?? if not then…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-17T10:40:56.7233333+00:00
Vijay Gawte 40 Reputation points
answered 2025-12-17T15:24:03.5966667+00:00
JimmySalian-2011 44,726 Reputation points
1 answer One of the answers was accepted by the question author.

Azure ML: ptxas warning : Registers are spilled to local memory

Issue: While training a tensorflow model I get 2025-12-11 10:37:43.373047: I external/local_xla/xla/stream_executor/cuda/subprocess_compilation.cc:346] ptxas warning : Registers are spilled to local memory in function 'gemm_fusion_dot_700', 164 bytes…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-11T10:44:56.8233333+00:00
Igor Zatoń 20 Reputation points
accepted 2025-12-17T09:22:10.9+00:00
Igor Zatoń 20 Reputation points
0 answers

Azure ml | Stream access authentication error

Hi, I get this error when running a pipeline job which takes in data from my azure storage blob container Error Code: ScriptExecution.StreamAccess.Authentication Native Error: error in streaming from input data sources…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-14T11:33:06.05+00:00
Sanjay Dokula 0 Reputation points
commented 2025-12-16T13:24:35.5533333+00:00
Sanjay Dokula 0 Reputation points
2 answers

Cannot use GPU VMs (NC4as_T4_v3) in Azure ML despite having quota - VMs grayed out

Hello Azure Community, I'm trying to deploy an Azure ML real-time endpoint with GPU compute but unable to select GPU VMs despite having quota allocated. Subscription Details Type: Pay-As-You-Go Status: Active Region: West Europe Quota Status I have…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-01T14:42:42.2866667+00:00
Max B 0 Reputation points
recommended 2025-12-15T09:39:14.95+00:00
Valeria Putuntica (BLUEHAWK LLC) 0 Reputation points Microsoft External Staff Moderator
1 answer

I am unable to delete a machine learning online deployment

HI, I am unable to delete a resource which is part of an already deleted resource group. I dont know why it is still appearing part of the 'All resources' list and I feel, somehow, this has become an orphan resource (without a parent resource group). …

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-05T16:31:27.5066667+00:00
Sarath Gangarapu 0 Reputation points
commented 2025-12-15T04:42:06.5133333+00:00
Sarath Gangarapu 0 Reputation points
1 answer One of the answers was accepted by the question author.

ML Studio Data Labeling On-Demand ML Assisted Labeling failing with ImportError

We are trying to kick off an on-demand ML assissted labeling against a ML Studio Data Labeling project. Getting the following error (using AzureML-ai-ml-automl-dnn-text-gpu:27, auto-selected by ML Studio). I see there is a version 36 that may fix this…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-01T22:30:26.2733333+00:00
Steve Mandras 81 Reputation points
accepted 2025-12-12T14:38:42.3466667+00:00
Steve Mandras 81 Reputation points
2 answers

IsADirectoryError when running Huggingface Transformers on Azure ML Notebook : [Errno 21] Is a directory: '\n <div>\n \n <progress value....

I am running this notebook https://github.com/openai/openai-cookbook/blob/main/articles/gpt-oss/fine-tune-transfomers.ipynb On an Azure ML instance with one H100 GPU. I changed some parameters to make my GPU memory use less, but I am getting this…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-09T18:58:14.9766667+00:00
Tyler Suard 155 Reputation points
commented 2025-12-12T06:22:38.6466667+00:00
SRILAKSHMI C 11,755 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

What is the reason for azure limiting the usage of speaker recognition

Again, sorry if I duplicate the question. I want to know the reason why we need an application for this service? Will that cause big issue or there is any sensitive content? I need it to explain with my manager, please help.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2024-02-29T23:04:03.05+00:00
Dave Jeath 40 Reputation points
answered 2025-12-11T20:21:00.5133333+00:00
Abdullah Azam 0 Reputation points
2 answers

i am facing issue while accessing workspace in azure ML studio

Hi, i am facing below issue while accessing workspace in azure ML studio can you please help ? Error loading workspace Your request for data was not sent. Here are some things to try: Check your network and internet connection, make sure a proxy…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-11T17:17:34.45+00:00
Chaitanya Vedpathak 0 Reputation points
answered 2025-12-11T19:54:37.37+00:00
Sridhar M 3,160 Reputation points Microsoft External Staff Moderator
1 answer

ACI Service request failed. Reason: The client 'xxxx' with object id 'zzzz' does not have authorization to perform action

To whom it concerns, I'm currently studying Microsoft Azure Machine Learning. During a practical exercise, I attempted to deploy a trained Regression model in Web service way, but it encountered repeated deployment failures even after strictly following…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,529 questions
asked 2025-12-10T22:54:37.31+00:00
Park, Hyunjun 0 Reputation points
commented 2025-12-11T08:50:22.6333333+00:00
Aryan Parashar 3,690 Reputation points Microsoft External Staff Moderator