Azure Machine Learning

2 answers

NC24ads_A100_v4 is not available in Azure ML

I am looking for a VM instance with 48 GB of GPU to train and infer my models using Azure Machine Learning. But, I am not able to find the NC24ads_A100_v4 instance in the Azure ML. I checked all regions but i could not find one. Help me resolve it

asked

Balaji Venkatraman Srinivasan(UST,IN) 20

accepted

Balaji Venkatraman Srinivasan(UST,IN) 20

0 answers

Trying to build an environment and getting a DownloadJobSpecFromXDSError:

Trying to build an environment with Dockerfile. FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu22.04:20250624.v1 It's using a serverless setup in my area. The environment fails to build and throws this error: zureMLCompute job failed…

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Andre Watts 0

commented

Ravada Shivaprasad 920 Microsoft External Staff Moderator

1 answer

Azure ML Execute R Script component - security error

For purposes of testing R functionality with Azure ML, I have created a simple pipeline with an Execute R Script step. No matter what script I put in the step, when the job runs, it ends in an error. The error is shown below in pink at right: "The…

asked

Bill Ehrreich 0

commented

Bill Ehrreich 0

1 answer

Why do I get the ResourceNotFoundError below even when I have performed all the necessary setup?

Question: Why do I get the ResourceNotFoundError below even when I have performed all the necessary setup? Context: The error comes from cell/step 8 in notebook 4 of the finetuning and distillation guide. I am running my code in a Jupyter Notebook in…

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Ufedo Omale 45

edited a comment

Ufedo Omale 45

1 answer

In Azure AI | Machine Learning Studio on 'Code and environment for inferencing' and 'Select environment type' Issue

I am trying to add a Custom environment and scoring script in Azure AI | Machine Learning Studio here when i get to the Code + environment tab I add the script that Copilot helped me create I change the environment to 'Custom environment' I select the…

asked

Timothy Moore 20

accepted

Timothy Moore 20

0 answers

How loop through parquet files using pyarrow for extracting meta-data within a job on a cluster?

Hi, my scenario is the following: "To loop through parquet files stored in different sub-directories extracting meta-data to create a mastertable." When using interactive development this scenario worked fine using pyarrow package and looping…

asked

Moritz Damm 0

0 answers

compute resources under Azure AI | Machine Learning Studio giving error as Provisioning error Failed to fetch compute schedules. Please try again. If the problem persists, contact support.

Failed to fetch compute schedules. Please try again. If the problem persists, contact support. I tried to created multiple compute resources under Azure AI | Machine Learning Studio, each time getting error as above. Please help for possible cause and…

asked

Sundeep Garg 0

commented

Manas Mohanty 8,150 Microsoft External Staff Moderator

1 answer

How to access blob storage from a notebook running on a serverless spark compute in a ML workspace

I am trying to run a simple Jupiter notebook on the serveless spark compute and read data from a blob storage that has only private access (connected to VNen by using private endpoints) I tried several solutions based on documentation but nothing worked…

asked

Balashov, Alexander 0

commented

Manas Mohanty 8,150 Microsoft External Staff Moderator

1 answer

Why do I get this error, "ModuleNotFoundError: No module named 'onnxruntime_genai'" from running the code below even though I ran these first: "! pip install onnxruntime==1.21.0 -U", "! pip install onnxruntime-genai"?

Question: Why do I get this error, "ModuleNotFoundError: No module named 'onnxruntime_genai'" from running the code below even though I ran these first: "! pip install onnxruntime==1.21.0 -U", "! pip install…

asked

Ufedo Omale 45

answered

Aryan Parashar 150 Microsoft External Staff Moderator

2 answers

Azure CLI ERROR when add extensions: An error occurred. Pip failed with status code 1

Hi everyone I'm trying to add extensions in Azure CLI with the command: az extension add --name subscription however I get the following message: An error occurred. Pip failed with status code 1. Use --debug for more information. Here the debug…

asked

Carlos Ochoa Medrano 45

answered

Ahmed Ibrahim 0

2 answers

Getting unexpected error while performing the Explore Automated ML in Azure ML

Hi Community, I’m currently facing an issue while performing the lab "Explore Automated ML in Azure ML" — the deployment step keeps failing, and I haven’t been able to resolve it despite multiple attempts. Here’s what I’ve tried so far: I’m…

asked

pranjal aggarwal 0

commented

pranjal aggarwal 0

1 answer

How to resubmit an existing pipeline job for retraining by REST API?.

Not sure if this is an appropriate ask. We are trying to create a training pipeline job in use of az cli and then trigger it by ADF (Azure Data Factory) for retraining. The reason why we are using ADF is that we want to schedule to preprocess data before…

asked

Zhuoling Li 41 Microsoft Employee

accepted

Zhuoling Li 41 Microsoft Employee

1 answer

How might I find a GPU to use for my ML Studio fine-tuning of a model? I can't find any GPU skus.

Hi - I have set-up a pay as you go account and when I try to set-up a VM in order to run model training in ML Studio, I can't see any GPU skus. Everything is CPUs and when I request to increase quotas it does not allow me to see or do that for GPUs.

asked

Nate Boaz 0

answered

Pavankumar Purilla 10,425 Microsoft External Staff Moderator

1 answer

Azure Machine Learning Quota Counts Are Doubled

For some reason when deploying an instance via the Azure Machine Learning Endpoints the cores consumed is always double what the SKU lists. For example, when launching a Standard_E4s_v3 (4 cores) with one instance, the quota page shows the instance…

asked

Travis Megee 0

commented

Travis Megee 0

1 answer

Distillation and Finetuning Guide- How to resolve RunTime error from step 7 in Notebook 2 of the guide?

Hello. Question: Please, how do I resolve the run time error I get from running the following code? Context/Additional Info: How to resolve RunTime error from step 7 (ran on Jupyter Notebook in Azure ML Studio) in Notebook 2 of the Distillation and…

asked

Ufedo Omale 45

commented

Ufedo Omale 45

0 answers

Two of our servers got automatically patched

Two of our servers got automatically patched (SPMT MTTO - zneerefp14spvg & AURORA - zneerefp15hsg8 )

asked

KONAR, SAMARUP (INFOSYS) 0

commented

Jose Benjamin Solis Nolasco 4,986

2 answers

Azure AutoML training random (?) fails: Failed to pull image mcr.microsoft.com/azureml/curated/azureml-automl-dnn-gpu:122. Image pull timed out after 7200s

I am using Azure ML AutoML SDK V1 (moving to SDK 2 sometime later this autumn). I am not using AutoML designer / portal web interface. Recently my training jobs have started to randomly fail. Common denominator seems to be this error "Failed to…

asked

Riissanen Juha 30

edited an answer

Manas Mohanty 8,150 Microsoft External Staff Moderator

0 answers

azure machine learning environment discrepancy between conda_dependencies and the machine learning portal

I deploy live machine learning endpoint to AKS via the machine learning python SDK v1. it is not currently possible for me to upgrade to SDK v2, so I'm specifically looking for support with the older (still supported) version. when deploying, I set the…

asked

Stokes, John (Allianz UK) 0

0 answers

Distillation and Finetuning Guide- How to resolve CredentialUnavailableError from step 7 in Notebook 2 of the guide?

Hello. Question: Please, how do I resolve the CredentialUnavailableError I get from running the following code? Context/Additional Info: How to resolve CredentialUnavailableError from step 7 (ran on Jupyter Notebook in Azure ML Studio) in Notebook 2 of…

asked

Ufedo Omale 45

1 answer

MedImageInsight Embedding Usage + Report Generation Workflow (with Accuracy Clarification)

Hello Team, We’re currently evaluating MedImageInsight as part of a medical imaging workflow aimed at automated report generation to assist radiologists. We understand that the model generates embeddings from medical images, and we’re exploring the best…

asked

Ishant Singh 0

answered

Pavankumar Purilla 10,425 Microsoft External Staff Moderator

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3,381 questions with Azure Machine Learning tags

NC24ads_A100_v4 is not available in Azure ML

Trying to build an environment and getting a DownloadJobSpecFromXDSError:

Azure ML Execute R Script component - security error

Why do I get the ResourceNotFoundError below even when I have performed all the necessary setup?

In Azure AI | Machine Learning Studio on 'Code and environment for inferencing' and 'Select environment type' Issue

How loop through parquet files using pyarrow for extracting meta-data within a job on a cluster?

compute resources under Azure AI | Machine Learning Studio giving error as Provisioning error Failed to fetch compute schedules. Please try again. If the problem persists, contact support.

How to access blob storage from a notebook running on a serverless spark compute in a ML workspace

Why do I get this error, "ModuleNotFoundError: No module named 'onnxruntime_genai'" from running the code below even though I ran these first: "! pip install onnxruntime==1.21.0 -U", "! pip install onnxruntime-genai"?

Azure CLI ERROR when add extensions: An error occurred. Pip failed with status code 1

Getting unexpected error while performing the Explore Automated ML in Azure ML

How to resubmit an existing pipeline job for retraining by REST API?.

How might I find a GPU to use for my ML Studio fine-tuning of a model? I can't find any GPU skus.

Azure Machine Learning Quota Counts Are Doubled

Distillation and Finetuning Guide- How to resolve RunTime error from step 7 in Notebook 2 of the guide?

Two of our servers got automatically patched

Azure AutoML training random (?) fails: Failed to pull image mcr.microsoft.com/azureml/curated/azureml-automl-dnn-gpu:122. Image pull timed out after 7200s

azure machine learning environment discrepancy between conda_dependencies and the machine learning portal

Distillation and Finetuning Guide- How to resolve CredentialUnavailableError from step 7 in Notebook 2 of the guide?

MedImageInsight Embedding Usage + Report Generation Workflow (with Accuracy Clarification)