3,297 questions with Azure Machine Learning tags

Sort by: Updated
1 answer

Unable to Invoke Azure Machine Learning Batch Endpoint Due to Access Denied Error

MlException: Access to this resource is denied. Please check your ACL rules on the resource. I am trying to invoke azure machine learning batch endpoints.I am able to invoke one pipeline but can't invoke another pipeline. I am getting Access Denied…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-05-26T13:14:36.8133333+00:00
Prudhvi Munjeti 0 Reputation points
commented 2025-06-05T15:38:51.5833333+00:00
kothapally Snigdha 3,015 Reputation points Microsoft External Staff Moderator
1 answer

Prompt flow deployment of endpoint failed Registering flow as model for deployment

I've created a Prompt Flow in Azure AI Studio, and when I go to deploy it, the Machine Learning online endpoint successfully deploys, but then I get an error that "Registering flow as model for deployment" failed. Nothing else gets deployed…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,513 questions
asked 2024-09-19T20:02:44.15+00:00
Jason McReynolds 25 Reputation points
answered 2025-06-05T15:35:16.9766667+00:00
Jason McReynolds 25 Reputation points
0 answers

Why do I always get this error when I submit a batch scoring job in Azure ML? ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'>

I keep getting this error when I try running a batch scoring job in Azure ML: ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'> It's strange because I…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-05T14:26:42.6133333+00:00
Adam Goldammer 25 Reputation points
2 answers One of the answers was accepted by the question author.

Why do I get the following error when I attempt to deploy my batch endpoint in Azure ML: "could not find datastore azureml"

I very frequently get the following error when I attempt to deploy a batch endpoint: "could not find datastore azureml." I am using Auto ML in Azure Machine Learning Studio. It doesn't happen all the time but it does happen frequently. I…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-03T17:34:41.68+00:00
Adam Goldammer 25 Reputation points
answered 2025-06-05T14:14:29.3133333+00:00
Adam Goldammer 25 Reputation points
0 answers

Provisioning failed for endpoint creation

Following this tutorial: https://microsoftlearning.github.io/mslearn-ai-fundamentals/Instructions/Exercises/01-machine-learning.html#deploy-and-test-the-model when deploying the endpoint, it somehow fails and doesn't allow me do deploy the endpoints…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-05T13:54:33.89+00:00
Alessandro Ferrante 0 Reputation points
0 answers

How to load multiple registered models under one scoring script?

Issue with Loading Multiple Models from a Registered ZIP Artifact in Azure ML Studio I registered a single model artifact (ml_bundle.zip) in Azure Machine Learning Studio that contains four separate model files: ml_bundle.zip/ ├── model1.pkl ├──…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-04T23:40:05.7633333+00:00
akshay bhat 0 Reputation points
edited a comment 2025-06-05T13:50:22.6533333+00:00
Manas Mohanty 4,545 Reputation points Microsoft External Staff Moderator
2 answers

Is it possible to scale to zero instances an azure ml online endpoint ?

I'm creating an online inference endpoint and I want to cut costs when there are no calls to it. I followed this tutorial…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-05T11:04:36.95+00:00
Dragos Toma 0 Reputation points
answered 2025-06-05T12:47:08.1866667+00:00
TiNo-T 80 Reputation points Microsoft External Staff Moderator
1 answer

There is a package conflic when Responsible AI is trying to run. How do I resolve this?

I am using Azure AutoML to train a predictive model that can guess segments. One of the child jobs for Responsible AI fails with the error below. Because of this my trained model does not have an explanation. I need to resolve this, so that I can…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-05-01T07:08:40.3666667+00:00
Tariel Chichua 0 Reputation points
commented 2025-06-05T12:24:42.28+00:00
JAYA SHANKAR G S 3,095 Reputation points Microsoft External Staff Moderator
0 answers

Can not set instance count when using Batch Endpoint. (From job)

Describe your suggestion https://learn.microsoft.com/en-us/azure/machine-learning/how-to-use-batch-pipeline-from-job?view=azureml-api-2&tabs=cli I have a Pipeline job with 2 steps. The first step is configured with 2 instance counts. However, when I…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-05T09:47:22.7133333+00:00
Hongbo Jiao (CSI Interfusion Inc) 0 Reputation points Microsoft External Staff
2 answers

Azure AutoML Batch Inference: Save Predictions in Original Input File Format

I have trained and registered a price prediction model using Azure AutoML (via the drag-and-drop Designer interface). My test file (stored in Azure Blob Storage) has the exact same schema and column order as the training data, except that it is missing…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-02T11:41:16.4666667+00:00
Kushagra Gupta 0 Reputation points
answered 2025-06-05T09:28:28.8333333+00:00
JAYA SHANKAR G S 3,095 Reputation points Microsoft External Staff Moderator
1 answer

How to install dependencies to build wheel for a python package using pyproject.toml?

I've a conda.yaml file with which I've created a custom environment. Now to run my repo for training, I've to 'pip install -e .' because I've a pyproject.toml file contains all the necessary dependencies to run this repo. But when I want to run a…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-04T10:59:55.96+00:00
Derick John 0 Reputation points
commented 2025-06-05T06:49:52.9233333+00:00
Derick John 0 Reputation points
1 answer One of the answers was accepted by the question author.

Does Azure ML runtime on compute cluster takes longer than compute instance with same specifications?

Hi, I have a problem with the runtime of my Azure ML jobs. When I use a stronger configuration for a compute cluster than for a compute instance, than it takes way more time until the job finishes, when I compare it to the runtime with a compute…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2024-03-04T08:42:32.78+00:00
Yannic V 20 Reputation points
commented 2025-06-05T03:32:50.7133333+00:00
1 answer

Azure ML Studio Batch Endpoint issue: Access to this resource is denied. Please check your ACL rules on the resource.

I'm attempting to invoke a batch endpoint in Azure Machine Learning Studio that is deployed within a private virtual network. I've tried accessing the endpoint using both the Python SDK and direct REST API calls from a virtual machine that resides within…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-04T13:42:11.3566667+00:00
Ajay Shyamsundar 10 Reputation points
answered 2025-06-05T01:54:56.1133333+00:00
Suwarna S Kale 3,066 Reputation points
1 answer

How to fix Azure launch studio problem?

When I created a machine learning resource and clicked on 'Launch Studio,' a new tab opened, but its screen is empty. I've tried 3-4 times, but the issue still exists. I even deleted my resource group and created a new one, but the problem remains.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-03T08:26:38.9233333+00:00
Saad Ishaq 0 Reputation points
commented 2025-06-05T01:31:12.6666667+00:00
Pavankumar Purilla 7,195 Reputation points Microsoft External Staff Volunteer Moderator
1 answer

Resolving UserError: Can only star expand struct data types in Azure ML Monitoring CLI

I'm encountering a persistent UserError: Can only star expand struct data types. Attribute: `ArrayBuffer(value)`. when attempting to utilize the Azure Machine Learning monitoring CLI. The request to the deployed inference server reads as: $uri =…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-02T10:02:29.2366667+00:00
cynicdog 10 Reputation points
edited a comment 2025-06-04T19:29:01.96+00:00
Manas Mohanty 4,545 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Unable to Access Delta View from Azure Machine Learning via Delta Sharing – Is View Access Supported?

Unable to Access Delta View from Azure Machine Learning via Delta Sharing – Is View Access Supported? I am able to access the tables but while accessing the view I am getting below error. Response from server: { 'details': [ { '@type':…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-03T09:05:26.5733333+00:00
Gopakumar 20 Reputation points
accepted 2025-06-04T11:35:03.86+00:00
Gopakumar 20 Reputation points
1 answer

How to fully delete microsoft.machinelearningservices/workspaces/workspaces Resource?

I have an issue with a microsoft.machinelearningservices/workspaces/workspaces resource I created in order to test out Azure AI Foundry for training models. However, I decided to go a different route and deleted the Azure AI Foundry resources, including…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-02T17:15:15.9566667+00:00
Elijah Priwer 0 Reputation points
edited a comment 2025-06-04T09:56:11.12+00:00
VSawhney 710 Reputation points Microsoft External Staff Moderator
1 answer

Issue using cores to deploy a real time batch

I am currently using the free tier of Azure as I am going through the learning paths on the Microsoft website. To complete these labs I need to use the "Virtual machine: Standard_DS3_v2" however this plan I believe does not allow me to use 6…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2025-06-01T19:18:31.0066667+00:00
Arvind Persaud 0 Reputation points
commented 2025-06-04T04:30:22.4233333+00:00
Arvind Persaud 0 Reputation points
1 answer

Not enough quota available for Standard_DS3_v2 in [subscription]

When following along with the Quickstart: Get started with Azure Machine Learning article https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-azure-ml-in-a-day?view=azureml-api-2 I ran into this issue when deploying the model: Not enough…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
asked 2023-10-06T13:40:45.37+00:00
Gustaf Liljegren 5 Reputation points
commented 2025-06-02T00:21:00.05+00:00
Benjamin Castro 0 Reputation points
0 answers

InvalidContentLength The input image is too large. Refer to documentation for the maximum file size. JPEG 5MB

Hi, I have been having this issue with JPEG files since Studio launched. On 2.1-preview it is working fine, but with newer API I am getting image too large error. I have tried changing between JPEG/JPG/Bitmap and such files. Also cropping the image…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,297 questions
Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
2,069 questions
asked 2022-03-17T13:39:26.683+00:00
Jul 36 Reputation points
commented 2025-05-31T15:37:18.07+00:00
Rajesh Mulchandani 0 Reputation points