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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votes
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How can I use GPUs on Azure ML with a NVIDIA CUDA custom docker base image?
In my dockerfile to build the custom docker base image, I specify the following base image:
FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04
The dockerfile corresponding to the nvidia-cuda base image is found here:…
mgross
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1 answer
Calling azure machine learning service pipeline externally without python sdk
I have published a pipeline created inside azure machine learning service workspace, and i have its rest endpoint with me.
I also have Service principal Id and secrets which have contributor access over the workspace.
I am trying to invoke this…
Prashant Kumar
- 55
- 6
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1 answer
Deploy Azure Machine Learning models using Custom Docker Image on Azure Container Regisrty
I want to train Azure Machine Learning model on azure using Azure Machine Learning Service. But I want to use the custom Docker image for deploying the model on azure. I am not able to understand how to deploy Machine Learning models using Custom…
Akshay Godase
- 239
- 7
- 15
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1 answer
How to have my customized score file deployed on Azure with azure.mlflow sdk?
I have a customized score.py file which was generated within databricks but I didn't find a way to deploy it on a container.
I am using the mlflow.azureml, on my image creation I couldn't find how to specify the score.py in particular.
import…
Emerson R Orci
- 85
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- 6
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2 answers
How to cancel a running job from the UI?
Am I missing something but how can I cancel a run in my workspace from https://ms.portal.azure.com/ ? The cancel button is always greyed out.
I know I can use use the sdk to cancel a run using:
run = [ r for r in Experiment(ws, 'myExp').get_runs()…
mike
- 113
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- 6
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1 answer
Import data from MongoDB atlas to Azure Machinelearning
I'm trying to import data from MongoDB to Azure Machine learning with a python script. I use the following script:
import pymongo as pymongo
import pandas as pd
def azureml_main(dataframe1 = None, dataframe2 = None):
client =…
Robert
- 41
- 2
- 6
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0 answers
Unpickling error when running fairseq on AML using multiple GPUs
I am trying to run fairseq translation task on AML using 4 GPUs (P100)and it fails with the following error:
-- Process 2 terminated with the following error: Traceback (most recent call last): File
…
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0 answers
issue with the datadrift notebook
when running this Data Drift sample notebook, I'm having issues running a particular cell :
exp = Experiment(ws, datadrift._id)
dd_run = Run(experiment=exp, run_id=run)
RunDetails(dd_run).show()
This generates the following traceback :…
omartin2010
- 421
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- 5
- 15
0
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2 answers
Out of disk space
when running an AML pipeline on AML compute, I get this kind of error :
I can try rebooting the cluster, but that may not fix the problem (if storage gets accumulated no the nodes, that should be cleaned.
Session ID:…
omartin2010
- 421
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- 5
- 15
0
votes
1 answer
Registering and downloading a fastText .bin model fails with Azure Machine Learning Service
I have a simple RegisterModel.py script that uses the Azure ML Service SDK to register a fastText .bin model. This completes successfully and I can see the model in the Azure Portal UI (I cannot see what model files are in it). I then want to…
Rodney
- 5,417
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0
votes
1 answer
Consume AZURE ML with nodejs error 400 status code
I have a problem when I try to consuming the web service, the error is:
The request failed with status code: 400
{"error":
{"code":"BadArgument","message":"Invalid argument provided.",
"details":[{"code":"BatchJobInputsNotSpecified","message":"The…
Julian Perez
- 1
- 2
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votes
1 answer
Package Installation failed
Installing python package failed with error.
I want to install 'tsfresh' package in Notebook VM. But it failed with error from both jupyter terminal and jupyter notebook cell.
from Notebook jupyter notebook cell
!pip install --upgrade tsfresh
error…
Keita Onabuta
- 71
- 3
0
votes
2 answers
Azure ML SDK DataReference - File Pattern - MANY files
I’m building out a pipeline that should execute and train fairly frequently. I’m following this: https://learn.microsoft.com/en-us/azure/machine-learning/service/how-to-create-your-first-pipeline
Anyways, I’ve got a stream analytics job dumping…
David Crook
- 2,722
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0
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1 answer
How to correctly specify a private ACR Docker image in an Azure ML Pipeline?
I created a private Azure Container Registry, and pushed a docker image to that registry. I was trying to understand the correct way to access that registry in my pipeline, and my understanding was that I needed to set the following info in the run…
dipankar
- 45
- 3
0
votes
2 answers
How to expose port from locally-deployed AzureML container?
I want to be able to debug a running entry_script.py script in VSCode. This code runs in the container created through az ml deploy with its own docker run command. This is a local deployment so I'm using a deployment config that looks like this:
{
…
Adi Unnithan
- 173
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