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Questions tagged [nvidia-digits]

NVIDIA Deep Learning GPU Training System (DIGITS) is a GUI for training and developing deep neural networks.

See more on NVIDIA's site.
You can also help developing DIGITS on its github.

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Pointing envvar to the top of an installation

I'm trying to install the text classification plugins for Nvidia Digits but am getting confused by the installation instructions I installed Digits without a problem, but on looking for the Digits root am hitting a blank when trying add the plugins…
JRUK
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classifying tagged images in Nvidiea Digit

I have a dataset of 18000+ images, they are tagged as 0,1 and 2. I need to train a model on Nvidiea digits. While making a dataset, it asks to provide subdirectories per category (i.e. it demands 3 folder : one for 0, one for 1 and one for 2) but…
YoungSheldon
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Why DIGITS showing this error: ERROR: Check failed: error == cudaSuccess (77 vs. 0) an illegal memory access was encountered

DIGITS was working very well on my device, however, it is giving an error ERROR: Check failed: error == cudaSuccess (77 vs. 0) an illegal memory access was encountered I do not know how to tackle this.Thanks
S.EB
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I am getting error while finetuning fcn-alexnet for my single-channel dataset

I am running fcn-alexnet for semantic segmentation, I downloaded the pretrained model. Since my data is single channel,it is showing an error: ERROR: Cannot copy param 0 weights from layer 'conv1'; shape mismatch. Source param shape is 96 3 11 11…
S.EB
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Error while running digits-devserver

When I run ./digits-devserver on Ubuntu 12.04 I get following error: ./digits-devserver ___ ___ ___ ___ _____ ___ | \_ _/ __|_ _|_ _/ __| | |) | | (_ || | | | \__ \ |___/___\___|___| |_| |___/ 5.1-dev Traceback (most recent call last): …
mrgloom
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Where can I find existing pre-trained torch models?

I'm using Torch 7 and lua 5.1. I will need to do object recognition from an input video stream. I've installed DIGITS from NVidia. I've heard there are existing models that are already pre-trained provided by Google (or someone other source). Where…
CoDel
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NVIDIA DIGITS - Multiple Input layers

i have a question regarding NVIDIA DIGITS Framework. So i have been using caffe without DIGITS and have used HDF5 Layers so far. There i could use multiple "top" (data_0, data_1, data_2) inputs (see code below). So i could feed the net with more…
Biba
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The training DIGITS for pretrained model with my data-set does not work properly.

I try to use pre-trained model (VGG 16) to DIGITS for my dataset which has two classes. but I got wrongly training. (I change the name of last layers to fc8_new) I uploaded deploy.prototxt and VGG_ILSVRC_16_layers.caffemodel and synset_words.txt…
Video Analysis Deep Learning
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'socketio.sgunicorn.GeventSocketIOWorker' invalid or not found; no module named sgunicorn

I can't find any module called 'sgunicorn'. This is my /var/log/digits/digits.log of my NVIDIA DIGITS 4 instance: Error: class uri 'socketio.sgunicorn.GeventSocketIOWorker' invalid or not found: [Traceback (most recent call last): File…
Eduardo Andrade
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Tensorflow 0.6 GPU Issue

I am using Nvidia Digits Box with GPU (Nvidia GeForce GTX Titan X) and Tensorflow 0.6 to train the Neural Network, and everything works. However, when I check the Volatile GPU Util using nvidia-smi -l 1, I notice that it's only 6%, and I think most…
Ruofan Kong
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Caffe with OpenCV 3 and NVIDIA Digits: OpenCV version conflict (2.4 vs 3.0)

Background: I wish to use both Caffe and Digits such that I can use Caffe within the Digits framework or external to it. However, for a particular project, I require that Caffe uses OpenCV 3 and not OpenCV 2.4, which Digits installs by default. This…
Josh
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Running DIGITS in CPU mode only

I am trying to build a model in DIGITS. I am using CPU only to do the learning.. However, I get a CUDA driver version error although I am not using GPU. What could this problem be? I have attached my solver.prototxt below.
Free Man
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How do i run Nvidia Digits without import errors

I just tried to install Nvidia Digits 6.1.1 on my Ubuntu 16.04 Pc. I did every steps carefully but at the end of the installation i get this error on startup. Traceback (most recent call last): File "/usr/lib/python2.7/runpy.py", line 174, in…
Kenan Baysal
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Graph is finalized and cannot be modified

My Linux terminal screenshot here # the error entry in linux terminal screenshot if FLAGS.validation_db: val_model.start_queue_runners(sess) Validation(sess, val_model, 0) #the call func above val_model def…
Adamanter
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Invalid syntax in digits-devserver?

After i finished Installing DIGITS When i Running DIGITS,use python digits-devserver An error showed "Invalid syntax" in line6.enter image description here
K.Zhang
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