2,982 questions with Azure Machine Learning tags

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How to fix an endpoint that is perpetually stuck updating

I have a batch endpoint that I was adding a new deployment to, and the Provisioning state of the endpoint is stuck on updating. This means that I cannot take any other action concerning this endpoint, be it another deployment or deleting the endpoint, as…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-22T17:10:11.66+00:00
CB 0 Reputation points
commented 2024-11-22T21:42:02.33+00:00
kothapally Snigdha 335 Reputation points Microsoft Vendor
2 answers

Machine Learning Studio - prepare_image step fails when deploying real time inference endpoint

I am using Azure Machine Learning Studio. In the UI, I define a pipeline in a designer. I train model by pressing Configure and Submit, I only change compute instance to mine and I set a name. Then in the pipeline's menu, I choose Create Inference…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-09T15:48:59.6633333+00:00
Paweł Galas 5 Reputation points
commented 2024-11-22T17:21:16.03+00:00
Francisco Didier 0 Reputation points
1 answer

Azure ML Registry private dns not resolving with private IP

I have private DNS zone with other Azure ML entries and it's respond with private IP but not <guid>.registry.eastus.api.azureml.ms cname still pointing into public servers "canonical name = vienna-eastus.trafficmanager.net" instead of…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2023-11-10T04:37:49.34+00:00
Peter Chaploutskii 20 Reputation points
commented 2024-11-22T14:15:19.9866667+00:00
santoshkc 10,140 Reputation points Microsoft Vendor
1 answer

Azure Machine Learning Endpoint Deployment

Hello everyone, I am facing an issue while deploying an Azure Machine Learning setup with private endpoints. Here’s what I have done so far: Provisioned an Azure Storage account with private endpoints for both Blob and File services. Deployed an Azure…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
Azure Storage Accounts
Azure Storage Accounts
Globally unique resources that provide access to data management services and serve as the parent namespace for the services.
3,246 questions
Azure Virtual Network
Azure Virtual Network
An Azure networking service that is used to provision private networks and optionally to connect to on-premises datacenters.
2,533 questions
Azure Private Link
Azure Private Link
An Azure service that provides private connectivity from a virtual network to Azure platform as a service, customer-owned, or Microsoft partner services.
519 questions
asked 2024-11-22T10:58:37.6933333+00:00
Gupta, Shalu 30 Reputation points
commented 2024-11-22T14:12:57.7033333+00:00
Sina Salam 12,816 Reputation points
1 answer One of the answers was accepted by the question author.

Evaluating Model Accuracy with Real-World Data and Online Inference Results

I have modified the code referenced from the document Azure Machine Learning: Collect production data from models deployed for real-time inferencing . I include a column containing real-world results in the input data. The column containing…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-20T02:53:38.1066667+00:00
anh quan 20 Reputation points
accepted 2024-11-22T01:42:48.6833333+00:00
anh quan 20 Reputation points
0 answers

not eligible for a free account

Hello, I have a student account and I cant use free student account for azure. I am taking "You're not eligible for an Azure free account Don't worry—you can still use Azure by paying as you go, with no upfront commitments. Cancel anytime."…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-20T04:31:21.1+00:00
Preksha Padmesh 0 Reputation points
commented 2024-11-22T00:38:26.5566667+00:00
Saideep Anchuri 335 Reputation points Microsoft Vendor
2 answers One of the answers was accepted by the question author.

Failed to execute command group with error API queried with a bad parameter: {"message":"unknown or invalid runtime name: nvidia"} for my azureml compute instance type Standard_NC16as_T4_v3

I am creating custom azureml pipeline using python sdk this is my code from azureml.core import Environment, Workspace, ComputeTarget, Experiment from azureml.pipeline.core import Pipeline, StepSequence from azureml.pipeline.steps import…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-05T10:29:13.46+00:00
Damarla, Lokesh 20 Reputation points
accepted 2024-11-21T07:00:23.3233333+00:00
Damarla, Lokesh 20 Reputation points
0 answers

Azure Machine Learning - SSH Error When Attaching Virtual Machine Compute

Hello everyone, I'm experiencing an issue with the "Attach Virtual Machine Compute" function in Azure Machine Learning. I created a virtual machine and used "User Authentication" as the authentication type. The authentication worked…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-12T16:03:47.5833333+00:00
chistian.b 0 Reputation points
commented 2024-11-20T22:29:06.82+00:00
kothapally Snigdha 335 Reputation points Microsoft Vendor
2 answers One of the answers was accepted by the question author.

Uploading Multiple Folders for Remote Job via Azure Machine Learning Python SDK (v2)

I am working with the Python SDK (v2) of Azure Machine Learning. I want to launch a training script on a serverless compute by using jobs. Typically, I create and launch a job using the Python command shown below. The problem I’m facing is that my…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-14T14:50:40.34+00:00
Diego STUCCHI 20 Reputation points
accepted 2024-11-20T13:34:33.1533333+00:00
Diego STUCCHI 20 Reputation points
2 answers

Can´t delete a resource

Tried to delete a 'hub' resource got the following error: <resource_name>: AI hub still has associated AI projects:…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-15T11:49:25.8666667+00:00
Roberto Araujo Filho 115 Reputation points
commented 2024-11-20T08:43:58.6733333+00:00
Saideep Anchuri 335 Reputation points Microsoft Vendor
1 answer

Azure ML | Support for ADLS Gen2 Datastore with SAS Token Authentication

Hello, I’m currently working on an application where we’re connecting various data sources—such as file shares and ADLS Gen2—to Azure Machine Learning. While we can create file-share datastores with SAS token authentication, I noticed that this option…

Azure Data Lake Storage
Azure Data Lake Storage
An Azure service that provides an enterprise-wide hyper-scale repository for big data analytic workloads and is integrated with Azure Blob Storage.
1,496 questions
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-15T08:37:53.9266667+00:00
Pål Hannus 0 Reputation points
edited a comment 2024-11-20T08:28:22.0366667+00:00
Pål Hannus 0 Reputation points
0 answers

Error in Azure ML Run: UserError: Operation returned an invalid status code 'Unauthorized'

I initiated a run on Azure ML that was expected to take approximately 10 days. The run details are as follows: VM Type: Standard-NC12s-v3-LOW (2 GPUs), Low Priority Instances: 1 machine Framework: Python, Detectron2 After a few days, the following…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-19T05:04:51.7166667+00:00
Marc Eichenberger 0 Reputation points
commented 2024-11-20T07:23:12.0133333+00:00
romungi-MSFT 47,196 Reputation points Microsoft Employee
1 answer

Cost-Effective Approach for Custom NER in Azure: Azure Language Studio vs. Azure Machine Learning

Hi Azure Community, I’m working on a custom Named Entity Recognition (NER) project where the main goal is to build a model that can extract specific entities from documents. I initially trained and deployed a model using Azure Language Studio, leveraging…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
Azure AI Language
Azure AI Language
An Azure service that provides natural language capabilities including sentiment analysis, entity extraction, and automated question answering.
426 questions
asked 2024-11-13T18:21:21.16+00:00
Dinnemidi Ananda Kumar 60 Reputation points
commented 2024-11-20T07:09:52.5233333+00:00
romungi-MSFT 47,196 Reputation points Microsoft Employee
0 answers

MS Azure ML designer column selection "by name" doesnt work

Why cant i use the tab 'by name' more than one time in a whole pipeline when using module requiring column selection? I can only use it in the first module (clean data) but then for all other modules no matter what that tab 'by name' is not…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-17T20:36:18.0833333+00:00
Jacek Mańko 0 Reputation points
commented 2024-11-20T02:41:34.91+00:00
Avinash Devarakonda 325 Reputation points Microsoft Vendor
0 answers

How to cancel current pipeline job "from within" in Azure ML sdk v2

I am porting a sdk v1 machine learning pipeline to SDK v2. It runs on a daily basis on a scheduler. We have a step which, under certain conditions, cancels the whole pipeline job (ie, the other steps won't run). Its code is like this: from azureml.core…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-14T20:06:08.51+00:00
Celso Araujo 0 Reputation points
commented 2024-11-20T00:41:47.7733333+00:00
YutongTie-MSFT 53,221 Reputation points
0 answers

The inference results of the mlflow model and the onnx model created with Azure Machine Learning's AutoML feature are different

I built an instance segmentation model using the AutoML feature of Azure Machine Learning. As a result of the training job, both an mlflow model and an onnx model were generated. When performing inference with these models, the results were significantly…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-19T06:23:16.85+00:00
ONO,Naoki/小野 尚輝 0 Reputation points
commented 2024-11-19T12:31:53.83+00:00
romungi-MSFT 47,196 Reputation points Microsoft Employee
4 answers

Azure ML prompt flow QnA model works in worskspace but the deployed endpoint does not work

I have been working on a prompt flow QnA chatbot for a while now and it has been working well. Recently i redeployed my model with minor changes and the endpoint does not work anymore: below is the error that i have : "Execution failure in…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 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.
1,083 questions
Microsoft Deployment Toolkit
Microsoft Deployment Toolkit
A collection of Microsoft tools and documentation for automating desktop and server deployment. Previously known as Microsoft Solution Accelerator for Business Desktop Deployment (BDD).
906 questions
asked 2024-09-27T13:47:57.5466667+00:00
Oussama Chiboub 45 Reputation points
commented 2024-11-18T16:18:38.4033333+00:00
DrGriff 0 Reputation points
1 answer

How to fix real-time endpoint deloyment error for Azure ML Designer Inference Pipeline

I have created an Azure ML Inference Pipeline using the classical pre-built components from Azure ML Designer, but didn't succeed with the deployment of an online endpoint. The error is: "Failed building the environment" both for Azure…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-15T16:20:32.8566667+00:00
Annette Ryser 0 Reputation points
commented 2024-11-17T16:53:17.2433333+00:00
Sina Salam 12,816 Reputation points
5 answers One of the answers was accepted by the question author.

Azure ML Studio error while testing real-time endpoint - list index out of range

I am new to the Azure ML Studio and just deployed the bike-rental regression model. When I tried to test it using the built in test tool in the studio, I am getting the attached error. Similar results running the Python code as well. Can someone please…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2022-02-23T00:53:09.217+00:00
Kumar, Priya 26 Reputation points
commented 2024-11-17T08:41:49.0833333+00:00
Muhammad Ahmed Muhammad 0 Reputation points
0 answers

How to have different outbound rules for spoke workspaces?

What I reckon from the hub workspace learn article https://learn.microsoft.com/en-us/azure/machine-learning/concept-hub-workspace?view=azureml-api-2 the spokes inherit the network configuration from the hub. How do spokes have different outbound network…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,982 questions
asked 2024-11-11T17:22:33.8+00:00
Shivam Singh 0 Reputation points Microsoft Employee
commented 2024-11-14T12:07:37.1533333+00:00
SriLakshmi C 745 Reputation points Microsoft Vendor