Jun Ki Min

[BUG] Conda env installs pytorch-cpu on cuda 10.1

1

### Description Somehow `conda env -f ...` installs pytorch-cpu on cuda toolkit v10.1. ### In which platform does it happen? Tested only on Linux-GPU (DSVM NC6v3) ### How do we...

[FEATURE] O16n DNN models

2

### Description O16n DNN models (export, register, import, retraining, etc.) ### Expected behavior with the suggested feature O16n notebook for DNN models ### Other Comments

### Description ``` RuntimeError: Starting with v0.37.0, the 'azure-storage' meta-package is deprecated and cannot be installed anymore. Please install the service specific packages prefixed by `azure` needed for your application....

Duplicated notebooks at sentiment_analysis/absa/

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### Description The contents of two notebooks under *sentiment_analysis/absa*, **absa.ipynb** and **absa_azureml.ipynb** are the same. ### Expected behavior (i.e. solution) No duplication ### Other Comments

F3_block_training_and_evaluation_local.ipynb notebook mentions it uses F3 Netherlands dataset, but HRNet_demo_notebook.ipynb does not say anything about which dataset it will use.

[FEATURE] Improve Issue template

3

### Description Add a section to the Issue template for asking if the issue-creator can contribute to fix the issue / add features or not. With this, we can either...

[FEATURE] remove notebook unit-tests

1

### Description We have notebook tests for unit/, smoke/, and functional/ but the unit and smoke notebook tests are covering about the same stuffs, basic tests of the notebook. Also...

### Description Currently `newsrec` models only support `epoch` training and the smoke-tests with `epoch = 1` take minutes for each notebook. With a simple tweak to `base_model.fit()`, we can introduce...

[BUG] Set scipy version back to use the latest one

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### Description This issue is a backlog to revert the temporary workaround #1971

[FEATURE] Distributed training of TF recommenders on Kubeflow

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### Description Distributed training of TF recommenders by utilizing AKS gpu cluster. ### Expected behavior with the suggested feature A kubeflow-notebook to show how to utilize Kubeflow on AKS to...