Mat

[BUG] Broken link in SETUP.md 🐛

1

### Description The link to VM_BUILDER in https://github.com/microsoft/ComputerVision/blob/master/SETUP.md ### In which platform does it happen? Everything ! :feelsgood:

### Description The current version of AzureML is a little dated https://github.com/microsoft/ComputerVision/blob/3e0631e0dc7d5ddbfc6283b1e89b3ce51f0bd449/environment.yml#L41

### Description Here https://github.com/microsoft/ComputerVision/blob/3e0631e0dc7d5ddbfc6283b1e89b3ce51f0bd449/utils_cv/common/azureml.py#L52 you are catching a general exception which could hide the true cause of failure and make it really hard to debug. If it fails to get...

### Description In https://github.com/microsoft/ComputerVision/blob/master/scenarios/detection/11_exploring_hyperparameters_on_azureml.ipynb you copy the whole directory in order to make use of the utils_cv This is a bit cumbersome and unecesarily copies things around. You can create...

### Description If the utils are pip installed then there is no need to add the relative path to utils_cv While developing simply install using pip install -e and any...

Using RDMA capable nodes

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Is there a reason for using Standard_NC24s_v3 rather than the RDMA capable Standard_NC24rs_v3?

Is there a way to define command dependencies similarly to make? Such as: setup: #code to setup stuff run: setup #run things once things are set up

We are currently using from azureml._model_management._util import (get_docker_client, pull_docker_image) These are private methods and we should not be using them. We need to create our own and replace these imports