how to automaticaly build module 2 virtual with arm from github course 20532

by Aiyana Hickle 4 min read

When should trainers check GitHub for changes to 20532?

Select the Virtual Network where you have hosted the DevOps Self-hosted agent VM . After the “Review and create” step, hit the “Create” button to create the Synapse Workspace Private Endpoint. If you check your Virtual Network Private Endpoints you’ll …

Are you really sure you need to use Git submodule?

Mar 31, 2022 · These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest lab files. It will be recommended that for every delivery, trainers check GitHub for any changes that may have been made to support the latest Azure ...

What is the build system for ARMv6 on Fedora?

Jan 06, 2010 · GitHub Actions virtual environments. Contribute to actions/virtual-environments development by creating an account on GitHub. ... Component.MDD.Linux.GCC.arm: 16.5.29515.121: Component.Microsoft.VisualStudio.LiveShare: 1.0.4438: ... Azure PowerShell module 2.1.0 and AzureRM PowerShell module 2.1.0 are installed and are available via 'Get …

What distro do you use for ARMv6 build?

Feb 26, 2015 · 1 Answer1. Show activity on this post. This plugin integrates Jenkins with Github projects. Create hyperlinks between your Jenkins projects and GitHub Trigger a job when you push to the repository by groking HTTP POSTs from post-receive hook and optionally auto-managing the hook setup. Report build status result back to github as Commit Status ...

pytorch-arm-builds

Unofficial ARMv6, ARMv7 and Aarch64 builds of pytorch and torchvision. Can be used on Raspberry Pi 0, 1, 2, 3, 4, Android phones etc.

FAQ

Build process is described here in great detail: https://nmilosev.svbtle.com/compling-arm-stuff-without-an-arm-board-build-pytorch-for-the-raspberry-pi

Remarks

I provide no support for these builds, but feel free to ping me if something is broken. I am not to be held responsible if you burn something or fall down the stairs while using these.

Can MCT submit a pull request?

Any MCT can submit a pull request to the code or content in the GitHub repro, Microsoft and the course author will triage and include content and lab code changes as needed. You can submit bugs, changes, improvement and ideas.

Is the instructor handbook still on GitHub?

The instructor handbook and PowerPoints are still going to be your primary source for teaching the course content. These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest lab files.

Can MCT submit a pull request?

Any MCT can submit a pull request to the code or content in the GitHub repro, Microsoft and the course author will triage and include content and lab code changes as needed. You can submit bugs, changes, improvement and ideas.

Is the instructor handbook still on GitHub?

The instructor handbook and PowerPoints are still going to be your primary source for teaching the course content. These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest lab files.

Manual repository setup

The course creation page is the quickest and simplest way to create a course's repositories. However, if you'd like to create these manually, you can follow the steps below. Read more about a course's required repositories in Course and template repositories, or jump right in with the course boilerplate.

2. Designate the template repository (manual option)

The template repository must be owned by the same organization or user as the course repository.

3. Create the course on Learning Lab (manual option)

Until this step, you'll have two repositories that Learning Lab won't know about. Now, we'll tell Learning Lab to read these repositories and create a course from them. Missing elements from the course repository might result in errors during this step, so we recommend adding the required elements to the config.yml before creating the course.

ARM Templates

Microsoft Azure is a service created by Microsoft to provide cloud computing for creating and managing applications and services using a cloud environment. Azure provides software as a service (SaaS), platform as a service (PaaS) and infrastructure as a service (IaaS).

Skills You'll Learn

So, you start off with the subscription, you configure some security, you acquire the storage, you build your VNETS and now it is time to explore VMS. If you have worked with hyper-visors in the past this will be your wheelhouse. Azure is backed by Hyper-V. We can support Windows and Linux VMS. We can make them highly available and also resilient.

Build Process?

  • Build process is described here in great detail: https://nmilosev.svbtle.com/compling-arm-stuff-without-an-arm-board-build-pytorch-for-the-raspberry-pi These are built on Fedora x86_64 system with a qemu-static chroot buildsystem. All details in the blog post. Builds for armv6 are done on a Raspberry Pi Zero WH (Raspbian).
See more on github.com

Dependencies

  • The only dependency for the python package of torch is numpy, and I suggest using your distro's package manager to download a binary version rather than compiling it yourself. Some other dependencies are also needed, like openblas, libgom, pillow etc. The Python interpreter will warn you upon import what you are missing. Fedora dependencies can be installed with: Raspbian de…
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Testing

  • A small ShuffleNet inference test is in this repo and I would love if you are using these packages to report back on performance! It can be ran with a simple: after the torch and torchvision packages have been installed. It will do inference 10 times so you can report back to me your average time. Thanks!
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Python 2.X/3.4/3.5/3.6 Builds?

  • I only build with the latest Python 3 version in my Fedora build system (current: F30 -> 3.7.3) but you can modify my build process and build with other Python versions easily.
See more on github.com

Armv6 (Pi Zero) Builds?

  • Sadly, Fedora stopped the support for ARMv6 a while back so I cannot use the same process to build for Pi Zero. Check other projects if you need inference (e.g. ONNX Runtime). If you happen to have a build for ARMv6 I would love to have it! Update: You can now have ARMv6 builds! :) These are built a little bit differently (no numpy support for now, coming soon).
See more on github.com

Keeping Up with The Upstream

  • I will try to publish new builds within 72h of new release announcements. If you see an outdated build open an issue.
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Import Errors

  • It is possible that after installation when trying to import torch the following error may occur: The reason for this is that the precompiled file has some libraries whose name must be renamed. To do so, you must enter the torch folder inside the python3.7 libraries folder. Depending on where you installed your python, the following path may vary, but usually it is (if you are not using a virt…
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Welcome

  • This repository is for instructors teaching Microsoft courses. If you are in class, please ask your instructor for assistance. 1. Link to labs (HTML format) 2. Are you a MCT? - Have a look at our GitHub User Guide for MCTs
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Security Issue - February 2022

  • Some Azure training labs instruct the student to use a specific user name and password. Bad actors constantly scan virtual machines and try to log in using those credentials.Once they login the machines can be used for crypto-mining or other non-classroom activities. Remediation: Students should be instructed to use a password of their own choosing. Students should not us…
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What Are We Doing?

  1. To support this course, we will need to make frequent updates to the course content to keep it current with the Azure services used in the course. We are publishing the lab instructions and lab fil...
  2. We hope that this brings a sense of collaboration to the labs like we've never had before - when Azure changes and you find it first during a live delivery, go ahead and make an enhancemen…
  1. To support this course, we will need to make frequent updates to the course content to keep it current with the Azure services used in the course. We are publishing the lab instructions and lab fil...
  2. We hope that this brings a sense of collaboration to the labs like we've never had before - when Azure changes and you find it first during a live delivery, go ahead and make an enhancement right i...

How Should I Use These Files Relative to The Released Moc files?

  1. The instructor handbook and PowerPoints are still going to be your primary source for teaching the course content.
  2. These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest...
  1. The instructor handbook and PowerPoints are still going to be your primary source for teaching the course content.
  2. These files on GitHub are designed to be used in conjunction with the student handbook, but are in GitHub as a central repository so MCTs and course authors can have a shared source for the latest...
  3. It will be recommended that for every delivery, trainers check GitHub for any changes that may have been made to support the latest Azure services, and get the latest files for their delivery.

How Do I Contribute?

  1. Any MCT can submit a pull request to the code or content in the GitHub repro, Microsoft and the course author will triage and include content and lab code changes as needed.
  2. You can submit bugs, changes, improvement and ideas. Find a new Azure feature before we have? Submit a new demo!
See more on github.com

What About Changes to The Student Handbook?

  • This repository is only for Issues with the course labs. Comments on the course content should be posted on the MCT Courseware Forum.
See more on github.com

Notes

  • Classroom Materials
    It is strongly recommended that MCTs and Partners access these materials and in turn, provide them separately to students. Pointing students directly to GitHub to access Lab steps as part of an ongoing class will require them to access yet another UI as part of the course, contributing t…
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