AzureML: "Train Matchbox Recommender" is not working and does not descibe the error

I tried to create my own experiment using the module, but failed to make it work. here is the exception i got: Error 0018: Training dataset of user-item-rating triples contains invalid...

How to use previously defined Pandas dataframe in AzureML web service?

I would like to deploy an AzureML web service via a Jupyter notebook on AzureML Studio using a Python2.7 kernel. This web service will be using (in addition to a trained ML model) a previously...

Import error when using remote Azure Automated Machine Learning model in Azure notebook

I have trained an automated machine learning model on an Azure ML compute cluster. I am trying to use that remote model in my Azure hosted Jupyter notebook. This is the code in the workbook that...

How to fix ModuleNotFoundError in azureml-sdk when installed inside conda environment

I'm setting up a conda environment on Windows 10 Pro x64 using Miniconda 4.5.12 and have done a pip install of azureml-sdk inside the environment but get a ModuleNotFoundError when attempting to...

Cannot deploy a trained model to an existing AKS compute target

I have a model that was trained on a Machine Learning Compute on Azure Machine Learning Service. The registered model already lives my workspace and I would like to deploy it to a pre-existing AKS...

How to use mlr package wrapped model as it is?

Model rf.lrn.base = makeLearner("classif.randomForest", predict.type = "prob",fix.factors.prediction=TRUE) rf.lrn <- makeFilterWrapper(rf.lrn.base,fw.method = "chi.squared", fw.perc =...

Tensorflow object detection api - Microsoft Custom Vision

I created an object detection model on Azure Microsoft custom vision for satellite images( ship Dataset) ,then I exported a model by docker file and I get a zip file inside it 2 docker files (app...

No Library cv2 on AzureML

I am trying to learn AzureML sdk and train my model on cloud. I successfully train demo project located here. Now, that I want to train my own model, I get error : UserError","message":"No module...

Unable to use GPU to train a NN model in azure machine learning service using P100-NC6s-V2 compute. Fails wth CUDA error

I’ve recently started working with azure for ML and am trying to use machine learning service workspace. I’ve set up a workspace with the compute set to NC6s-V2 machines since I need train a...

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): ...

Job submittal fails with : CondaHTTPError: HTTP 000 CONNECTION FAILED

I'm trying to use the rep https://github.com/microsoft/MLAKSDeployAML/ to deploy an AML service with AKS. Created this on an NC6_v2 DSVM machine and after struggling through getting conda to work...

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...

Mounting a FileDatasets in Azure ML Services

I am facing a problem with the Dataset module in Azure Machine Learning Services. I created a FileDataset with a bunch of images to train a model in TensorFlow. I’m mounting the dataset in the...

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...

Cannot import 'BlockBlobService' when calling a script from ML pipeline

I have 2 scripts that use Azure ML SDK. In the main script I call the second script connect_to_blob.py. The connect_to_blob.py fails with the following error: User program failed with ImportError:...

Azure Machine Learning integration of R: Should the 'azureml' module have an attribute 'core'?

I'm having issues with Azure Machine Learning SDK for R: "module 'azureml' has no attribute 'core'"... For reasons that aren't my own, I have to use azureml to apply machine learning (my own...

Azure ML output from pipeline

I am trying to construct a pipeline in Microsoft Azure having (for now) a simple python script in input. The problem is that I cannot find my output. In my Notebooks section I have constructed the...

AzureML: Unable to unpickle LightGBM model

I am trying to run an Azure ML pipeline. This pipeline trains a model, saves it a pickle file and then tries to unpickle it in the next step. When trying to unpickle it, I am facing the below...

Read/Mount a csv file inside train.py of Azure ML Pipeline

We are collecting data from Eventhub and AppInsight and storing it in azure blob. By using AzureML pipeline I want to pass my dataset into train.py going through two different logics(one for ml,...

Azure Machine Learning FileDataSet Images - Shard/Split equally to nodes

How to read a portion of the Azure File Dataset(containing 1000 Images) in different train nodes. I want a sampling where all the images are...

Best way to work with larger FileDataSet in azureml on docker-based AmlCompute

What would be the recommended way to work with a FileDataSet on AmlCompute, when submitting an Estimator-based run (with docker enabled)? My FileDataset is around 1.5Gb and contains a few 1000...

Custom Docker file for Azure ML Environment that contains COPY statements errors with COPY failed: /path no such file or directory

I'm trying to submit an experiment to Azure ML using a Python script. The Environment being initialised uses a custom Dockerfile. env = Environment(name="test") env.docker.base_image =...

Azure Machine Learning Studio: cannot deploy model with rpy2 as a dependency

I am trying to deploy a custom model on Azure Machine Learning Studio that needs rpy2 (Python wrapper for R) to run. So, I created the following yml file (myenv.yml), specifying the required...

"Failure Exception: OSError: [Errno 30] Read-only file system" when using AzureML in Python Azure Function

Issue I am trying prepare and then submit a new experiment to Azure Machine Learning from an Azure Function in Python. I therefore register a new dataset for my Azure ML workspace, which contains...

Can SAC be used instead PPO in Cartpole example?

I'm studying AzureML RL with example codes. I could run cartpole example (cartpole_ci.ipynb) which trains the PPO model on compute instance. I tried SAC instead of PPO by changing...

Erro InvalidInputDatatype: Input of type 'Unknown' is not supported in azure (azureml.train.automl)

I have a pandas's DataFrame created by: TB_HISTORICO_MODELO = pd.read_sql("""select DAT_INICIO_SEMANA_PLAN ,COD_NEGOCIO ,VENDA ,LUCRO ,MODULADO ,RUPTURA ,QTD_ESTOQUE_MEDIO ,PECAS from TB""",...

Unable to access python packages installed in Azure ML

I am trying to deploy a pre-trained ML model (saved as .h5 file) to Azure ML. I have created an AKS cluster and trying to deploy the model as shown below: from azureml.core import Workspace from...

Azure ML not able to create conda environment (exit code: -15)

When I try to run the experiment defined in this notebook in notebook, I encountered an error when it is creating the conda env. The error occurs when the below cell is executed: from...

'MSIAuthentication' object has no attribute 'get_token'

On Azure ML Workspace Notebook, I'm trying to get my workspace instance, as seen at https://docs.microsoft.com/en-us/azure/machine-learning/tutorial-auto-train-models#configure-workspace. I have a...

Submitting multiple runs to the same node on AzureML

I want to perform hyperparameter search using AzureML. My models are small (around 1GB) thus I would like to run multiple models on the same GPU/node to save costs but I do not know how to achieve...