DIGITS: Deep Learning GPU Training System

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It looks like someone else had a similar problem -https://github.com/NVIDIA/D...

What version of DIGITS are you using?

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This issue has been solved. Tks!
https://github.com/NVIDIA/D...

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Any update?

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Hi,

I'm trying to train a network which requires about 24GB memory using all the 4 GPUs. However I was not able to get digits working for that. It tries to use over 12GB memory from the first GPU in beginning while others are almost Idle. This causes the training process to crash because first GPU run out of memory. How can I handle this issue?

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Hi Allision, This is Vijay Shah from High Tech Security Services, India.We have installed CCTV cameras on highways for surveillance purpose. We want classification of Vehicles like Motorcycle, Car, Bus, Truck etc. from Crowded LIVE Traffic Video.
Kindly let us know how we can achive this using nvidia Deep Learning Vision.

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Hi,

I want to use Boltzmann machine for image classification. How can it be done ?

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Hi Sasha, nice work!
Caffe is limited in parallellism when run from the Github repo: https://github.com/BVLC/caf...
How is that with DIGITS?

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Hi Vijay, saw this message only now. Do you still require assistance on the same? If yes, please let me know.

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Hi, Is there any way I can use these results in smartphones.

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Hi lavanya,

Did you find how to run the results in smartphones?

If you did please share.

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As of now we dont have such a powerful smartphones which really supports GPU . But in mere future we will get that. ACTUALLY I setup the server (workstation) and made my smartphone interface wil be client.

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Hi, maybe creating a web service, so you can send the picture to the computer and then return an answer to the phone. I could help you with that if you want.

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Is it possible to edit the model after the model has been generated by providing different dataset?

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You can fine-tune a pretrained network. There is a example on to do this with DIGITS here https://github.com/NVIDIA/D...

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i want to try and test this platform for Models and loras trainings… how to? where can i get in touch with the devs? thank you very much .