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How To: Deep Learning Workspace

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Presentation on theme: "How To: Deep Learning Workspace"— Presentation transcript:

1 How To: Deep Learning Workspace
11/15/2018 4:08 PM How To: Deep Learning Workspace August 23, 2017 © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

2 DL Workspace Use Chrome to open the site instead of Edge!!
11/15/2018 4:08 PM DL Workspace Use Chrome to open the site instead of Edge!! © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

3 Submit Job - Interactive Job - Training Job
11/15/2018 4:08 PM Submit Job - Interactive Job - Training Job © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

4 Caffe-Ipython Job 11/15/2018 4:08 PM
© Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

5 11/15/2018 4:08 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

6 Copy the token from Job console output to here
11/15/2018 4:08 PM Copy the token from Job console output to here © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

7 Use it as a normal Ipython notebook environment
11/15/2018 4:08 PM Use it as a normal Ipython notebook environment © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

8 11/15/2018 4:08 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

9 11/15/2018 4:08 PM Caffe-SSH Job © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

10 Submit a caffe-ssh job: Claim the number of GPUs you want to use
11/15/2018 4:08 PM Submit a caffe-ssh job: Claim the number of GPUs you want to use Select the docker image to use, e.g., bvlc/caffe:gpu was chosen here © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

11 Type this command in Cygwin
11/15/2018 4:08 PM Type this command in Cygwin After you log in, you can work as like in a normal terminal If you don’t have Cygwin, please go and download it The command didn’t work on linux box but can make it happen by copying the id_rsa private key to your linux box © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

12 Training Job Caffe training example
11/15/2018 4:08 PM Training Job Caffe training example © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

13 11/15/2018 4:08 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

14 11/15/2018 4:08 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

15 11/15/2018 4:08 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.


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