Showing results for

- Intel Community
- Software Development SDKs and Libraries
- Intel® Distribution of OpenVINO™ Toolkit
- Using Nvidia DIGITS generated Caffe model with NCS

- Subscribe to RSS Feed
- Mark Topic as New
- Mark Topic as Read
- Float this Topic for Current User
- Bookmark
- Subscribe
- Mute
- Printer Friendly Page

Highlighted
##

idata

Community Manager

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

10-04-2017
04:00 AM

364 Views

Using Nvidia DIGITS generated Caffe model with NCS

Hi

We are using Movidius NCS stick for deep neural network computing. We have successfully run the given examples.

We trained a convolutional neural network(CNN) on the Nvidia GPU using the DIGITS platform and got the caffe

model. Can this caffe model be directly used on/with the NCS without modifications? Using the tool mvNCCompile.pyc, we

have been able to generate the graph file. What file needs to be used as stat.txt for our CNN?

Thanks in advance.

3 Replies

Highlighted
##

idata

Community Manager

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

10-04-2017
12:14 PM

31 Views

Hello, as I see for all three example networks AlexNet, GoogLeNet and SqueezeNet is used exactly the same stat.txt so why don't you try just to copy it from there. The file contains these 6 floats

0.40787054 0.45752458 0.48109378

0.00392157 0.00392157 0.00392157

Highlighted
##

idata

Community Manager

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

07-03-2018
11:31 AM

31 Views

Hello,

Archana, were you able to get the DIGITS output to work with the NCS? I'm having difficulties at the moment. I have a previous model I trained via DIGITS and when I do the following

mvNCCompile deploy.prototext -w snapshot_iter_11970.caffemodel -s 12

I get the following error

Error importing caffe

Where you able to make this work? Any insight would be much appreciated.

Best regards,

Michael

Highlighted
##

from my research it appears my issue is a python path issue. I've addressed it and will open a new thread for my particular concern.

idata

Community Manager

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

07-03-2018
12:24 PM

31 Views

For more complete information about compiler optimizations, see our Optimization Notice.