For questions about Microsoft's cloud-based service for machine learning. Be sure to include in your question the version of azureml-sdk or azureml CLI that you're using and code snippets you may be using.
Questions tagged [azure-machine-learning-service]
1831 questions
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Consuming AMLS models deployed on edge device (RHEL VM) using azure iot edge
I am trying to deploy a model created and trained on azure machine learning service on edge VMs (Redhat Enterprise) uing iot-edge.
I am following this documentation which has most of the steps…
Prashant Kumar
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- 6
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Public windows docker image for azure machine learning
Our machine learning workflow requires use of a custom windows .pyc file. Where can I find a windows docker image file.
I am puzzled by this statement from…
mike
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- 6
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Facing issues connecting/Attaching Data science VM(Ubuntu) to Azure ML Services
I have a data science VM(Ubuntu) which is in Corporate Network (No public IP). I'm trying to connect/attach this VM with Azure ML Services(Enterprise).
I get below error
Provisioning error : Connection failed: Connection attempt timed out. Verify…
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2 answers
Is there a way to list out my datastores if I've deployed to a VNET?
I followed the instructions in the MSFT Docs, but now I can't list our my Datastores either via the SDK nor the Azure Machine Learning studio.
Instead, in the studio I see this:
Is there a way to make this work? Did I miss a step?
Erik Z
- 412
- 3
- 11
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How to call an azure ml pipeline from logic apps?
I'm looking for an example of logic apps calling a published Azure ML Pipeline. By just copy pasting the URL I get an 415 error: UnsupportedMediaType.
fhe
- 57
- 11
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2 answers
Mounting Dataset created from Azure data lake in aml service
I am having a problem with mounting a dataset (created from an azure data lake datastore). I download the dataset by name and am trying to pass it as input to a Tensorflow estimator. The script parameter I provide is as below:
'--data-folder':…
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1 answer
Can't register a custom model (based on OpenCV) on Azure Machine Learning service
I'm trying to register a model based on cv2.face.createFacemarkLBF with no success.
I'm starting from such a class:
import cv2
import numpy as np
from pprint import pprint as pp
from lib.fsclib import logger
LBF_MODEL = model_file =…
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1 answer
Import azure.core not found issue in running Notebook through MachineLearningStudio
I was trying to run a sample tutorial notebook through the ml studio.
https://notebooks.azure.com/azureml/projects/azureml-getting-started/html/tutorials/img-classification-part1-training.ipynb
But when i uploaded i used kernel python3. But when i…
Anand
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- 3
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Group multiple rows as one unit
I'm very new to ML, so please forgive me if this is a basic question.
In my SQL database, I have an invoice table and corresponding lineItems table. In the invoice table, I have a flag indicating if the customer paid the invoice.
Using the lineItems…
Andy T
- 10,223
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2 answers
how to specify python==3.6.8 for PyTorch Estimator (conda_packages not sufficient)
I need to run my python script under Azure Machine Learning, using python=3.6.8 (not the default 3.6.2). I am using the AML "PyTorch()" Estimator, setting the "conda_packages" arg to ["python==3.6.8"].
I am relying on this doc page for the PyTorch…
Roland Fernandez
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- 9
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azureml history logging to output dir
When running my Pytorch Estimator in the cloud, I get this output regarding the recommended way to save my training scripts output to a folder called './outputs'. This folder is created by my script, and is in the correct root-folder provided. It…
ryan_jeff
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- 1
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1 answer
Does the Azure CLI ML "service run" command work?
I have deployed a Model to an ACI container and have an endpoint that I can hit in Postman or using python SDK. I use Python to hit the endpoint as well as Postman and I get a response and the Container Instance logging records the event. I now what…
Rodney
- 5,417
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- 98
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1 answer
How to generate an alert if deployment becomes 'Unhealthy' in Azure Machine Learning?
I deployed an Azure Machine Learning model to AKS, and would like to know how to set an alert if the deployment status changes to any value other than 'Healhty'. I looked at the monitoring metrics in the workspace, but it looks like they are more…
Conrad Wong
- 11
- 1
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1 answer
ModuleNotFoundError: No module named 'keras' in Azure ML Pipeline
I am trying to get a a simple Azure ML pipeline with the dogs vs cats data set following the steps - documented here
My notebook contains the following -
import azureml.core
from azureml.core import Workspace, Datastore
from azureml.core import…
ashisa
- 3
- 2
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1 answer
Running MPI python script in MPI azure ml pipeline
I'm trying to run distributed python job through azure ML pipelines using MPIStep pipeline class, by referring to the below example link -…
Lavanya
- 11
- 4