66 questions with Azure Data Science Virtual Machines tags

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0 answers

Can't run training in multi-gpu setting

I am new to multi-gpu training. My code ran perfectly on my Laptop's GPU (single RTX 3060) and it runs out of memory using four GPUs. I think it may be due to a misconfiguration of my GPUs or misuse of DDP strategy in Lightning. I hope someone can help…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2024-03-05T20:46:02.14+00:00
Daniel Otero Gómez 0 Reputation points
commented 2024-03-07T06:35:48.69+00:00
romungi-MSFT 41,841 Reputation points Microsoft Employee
2 answers

Nvidia drivers not working on DSVM

Hi, I'm trying to set up a VM with CUDA installed and figured I would go with the DSVM image, since according to specification it should work out of the box. However when I connect to my VM (NC6s v3) and execute nvdia-smi i get: $ nvidia-smi NVIDIA-SMI…

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-11-16T08:07:00.7066667+00:00
Sebastian Lienert 0 Reputation points
answered 2024-01-12T18:13:40.6666667+00:00
TOMOIAGA Ciprian 1 Reputation point
0 answers

Unable to use node selector option in cli command "az k8s-extension create" while installing ml entension in AKS

We are using the below commands to install the ml extension in our AKS cluster with node selector config, but ending up with the attached error. AKS_ML_Extension_Command1.png AKS_ML_Extension_Command2.png Commands Used: az k8s-extension create --name…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Cloud Services
Azure Cloud Services
An Azure platform as a service offer that is used to deploy web and cloud applications.
631 questions
Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Azure Kubernetes Service (AKS)
Azure Kubernetes Service (AKS)
An Azure service that provides serverless Kubernetes, an integrated continuous integration and continuous delivery experience, and enterprise-grade security and governance.
1,840 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-11-22T17:22:38.8966667+00:00
Nithya R 20 Reputation points
commented 2023-11-29T06:06:43.3466667+00:00
Nithya R 20 Reputation points
1 answer

Windows DSVM on a Standard_NC24ads_A100_v4

Hello, I'm trying to deploy a Standard_NC24ads_A100_v4 vm with a Windows DSVM image but I always end up in a failed state. According to this page https://learn.microsoft.com/en-us/azure/virtual-machines/nc-a100-v4-series Windows VM are supported but…

Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Azure DevTest Labs
Azure DevTest Labs
An Azure service that is used for provisioning development and test environments.
254 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-11-24T10:45:31.9666667+00:00
52961898 0 Reputation points
commented 2023-11-29T02:13:24.97+00:00
kobulloc-MSFT 23,106 Reputation points Microsoft Employee
1 answer

Hello, Intro: I've trained ML algorithms using Azure Automl. Specifically timeseries forecasting algorithms. Goal: I would like to test the best model on the training data itself (i know it's not best practice)

Hello, Intro: I've trained ML algorithms using Azure Automl. Specifically timeseries forecasting algorithms. Goal: I would like to test the best model on the training data itself (i know it's not best practice), but i would like the training…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
1,901 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-11-15T15:56:48.1833333+00:00
Pruthvi Amin 0 Reputation points
commented 2023-11-20T01:27:40.7066667+00:00
YutongTie-MSFT 45,826 Reputation points
1 answer

No space left on device

Hello, I am very much of a beginner to Azure and cloud computing. Therefore, I have two questions: Currently, I am aiming to train whisper-AI on common voice dataset that is available on hugging face. The dataset is a datasetDict object. I have saved it…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-10-26T07:53:59.63+00:00
Layla Bitar 5 Reputation points
edited the question 2023-11-09T01:32:13.27+00:00
KarishmaTiwari-MSFT 18,337 Reputation points Microsoft Employee
1 answer

How to use Tensorflow with AMD Vega 10 GPU

Hello, I have been using Azure virtual machines to train deep learning models in Tensorflow. Recently, I created an NVas v4 machine with the Data Science VM Ubuntu image and am unable to use the GPU. My understanding is that the NVas v4 GPU is an AMD…

Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-10-20T17:40:13.8966667+00:00
Mike Evans 0 Reputation points
commented 2023-10-21T02:42:55.3866667+00:00
Vahid Ghafarpour 17,700 Reputation points
0 answers

Azure Data Science Virtual Machine not picking Cuda drivers.

Hi all, I have tried to create a DSVM (Windows Gen1) because I want to use Cuda however when I try to run Pytorch its telling me that no Cuda available. I'm using 'NCasT4_v3' and i have tried to update the NVIDIA driver but still its not working I spent…

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-10-13T00:11:11.5533333+00:00
mackcs 0 Reputation points
commented 2023-10-13T20:18:02.85+00:00
mackcs 0 Reputation points
1 answer One of the answers was accepted by the question author.

During the audit, the Government Authorities request the (physical) identification data of the Data Center.

In order to perform an Audit, the governmental authorities from an EU state request data regarding the physical identification of the Microsoft Data Center, where our clients' data is located. It is the form of the Address of the Data Center where the…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
1,901 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,443 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-09-15T16:23:05.5333333+00:00
Iurai PISEC 20 Reputation points
commented 2023-09-19T06:05:57.69+00:00
PRADEEPCHEEKATLA-MSFT 76,281 Reputation points Microsoft Employee
1 answer One of the answers was accepted by the question author.

fatal: could not create work tree dir 'azure-ml-labs': Read-only file system

I was trying to clone this repo in my cloud shell in azure and I get this error

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-06-09T14:27:07.7666667+00:00
Aayush Gauba 20 Reputation points
accepted 2023-06-25T04:12:03.1933333+00:00
Aayush Gauba 20 Reputation points
2 answers

How to became Microsoft Certified Data Scientist?

What are the steps to become a certified data scientist? What are the requirements for becoming a certified data scientist? What are the benefits of becoming a certified data scientist? What are the different data science certifications available? …

Azure SQL Database
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
Azure Data Studio
Azure Data Studio
A cross-platform database tool for data professionals using on-premises and cloud data platforms on Windows, macOS, and Linux.
96 questions
asked 2023-05-17T05:51:12.27+00:00
somanath khadanga 20 Reputation points
edited the question 2023-06-12T10:19:22.01+00:00
Wajeed-MSFT 231 Reputation points Microsoft Employee
2 answers One of the answers was accepted by the question author.

What is the Learning path to Became a data scientist?

What are the learning paths in MS Learn for Data Science, Machine Learning, and Deep Learning with Python as the base programming language? How to get the Microsoft Certification.

Azure SQL Database
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure AI Search
Azure AI Search
An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale.
684 questions
SQL Server
SQL Server
A family of Microsoft relational database management and analysis systems for e-commerce, line-of-business, and data warehousing solutions.
12,583 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-05-17T05:57:54.0933333+00:00
somanath khadanga 20 Reputation points
edited the question 2023-06-07T05:57:33.4766667+00:00
ZoeHui-MSFT 32,401 Reputation points
1 answer

DSVM does not boot

Hi all, Tried to create Ubuntu based DSVM on Standard NV6ads A10 v5, but the deployment is not completed because machine does not fully boot. On the console I see it enters infinite loop on loading kernel modules. So the question is: is Ubuntu DSVM…

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-06-03T23:26:29.1666667+00:00
Tomasz Grobelny 0 Reputation points
answered 2023-06-04T11:05:58.3333333+00:00
Sedat SALMAN 13,070 Reputation points
1 answer

Is there any AI application or tool in Microsoft which can be used in elementary classes?

any virtual reality or augmented reality application which can be introduced in elementary classes.

Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Microsoft Teams
Microsoft Teams
A Microsoft customizable chat-based workspace.
8,991 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-05-31T15:05:35.78+00:00
Chitra Singh 1 Reputation point
commented 2023-06-01T16:53:12.8433333+00:00
kobulloc-MSFT 23,106 Reputation points Microsoft Employee
1 answer

Unable to deploy the trained model using Azure SDK v2

And lastly deployment logs shows this: Instance status: SystemSetup: Succeeded UserContainerImagePull: Succeeded ModelDownload: Succeeded UserContainerStart: InProgress Container events: Kind: Pod, Name: Pulling, Type: Normal, Time:…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-05-23T11:32:20.6266667+00:00
Rishavraj Mandal 30 Reputation points
commented 2023-05-24T09:40:43.66+00:00
Rishavraj Mandal 30 Reputation points
1 answer

Forecasting issue with AutoML

I am trying to forecast points over a dataset. One of my column is "home", a column full of 0 or 1 (boolean). I receive the error of having only defined values at the end of the dataset for this column while it is false since I checked over it…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,539 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-05-11T09:24:21.18+00:00
Yoann ALEZOT 0 Reputation points
commented 2023-05-15T10:55:36.7+00:00
Yoann ALEZOT 0 Reputation points
1 answer

Trying to create a VM with NVidea GPU, don't care about the region

How can I create an NC series VM. I don't care about the region, but whatever region I try it's not listed. Why can't I select the VM size first, then the region? For ML training it doesn't matter that much. How do I proceed?

Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
7,057 questions
Azure
Azure
A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters.
908 questions
Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-05-06T12:43:24.42+00:00
rantash68 0 Reputation points
commented 2023-05-06T20:59:43.2633333+00:00
kobulloc-MSFT 23,106 Reputation points Microsoft Employee
4 answers One of the answers was accepted by the question author.

NC6 DSVM Ubuntu 18.04 Gen 1 - NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver

I created a NC6 GPU with Ubuntu DSVM Gen 1 image. When I try nvidia-smi from ssh terminal I get the error NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running. …

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2021-12-10T02:39:09.58+00:00
Suchi 131 Reputation points
edited an answer 2023-04-26T16:30:17.7933333+00:00
Sébastien Perin 36 Reputation points
0 answers

Is a client OS likely/possible for DSVM?

We're migrating workloads to Azure and using Azure Virtual Desktop. We have a requirement for a Data Sciences function, and this marketplace image would be a great basis for the team. However, Server 2019 OS would require Server licensing and RDS CALs,…

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-03-29T15:32:00.54+00:00
Omar Hempsall 0 Reputation points
commented 2023-03-30T09:57:10.83+00:00
romungi-MSFT 41,841 Reputation points Microsoft Employee
1 answer

DSVM Roadmap

Hi DSVM team, Currently, as the Azure cloud team at a university of applied sciences, we're investigating how we can enable the researchers in our organization. They regularly have data science practices within their research and so the DSVM image comes…

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
66 questions
asked 2023-02-24T09:40:20.0366667+00:00
Jannick Oeben 0 Reputation points
commented 2023-02-27T15:57:47.9433333+00:00
Jannick Oeben 0 Reputation points