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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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How to fix, "error: (-215) pbBlob.raw_data_type() == caffe::FLOAT16 in function blobFromProto" when running neural network in OpenCV

I am currently trying to use Nvidia DIGITS to train a CNN on a custom dataset for object detection, and eventually I want to run that network on an Nvidia Jetson TX2. I followed the recommended instructions to download the DIGITS image from Docker,…
Harrison McIntyre
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Updating Weights from Caffe and DIGITS

I've built a model using DIGITS by Nvidia, but when I try to run it using caffe, I don't know where the Weights are. Any idea how I'd find this. I have the architecture because that is provided right on the output model screen.
Ironclad
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Nvidia digits on TX2 Error code 1

I am new to Digits and TX2. I am trying to create object detection model using the tutorial from: https://github.com/dusty-nv/jetson-inference I created dataset sucessfully. The issue is with the model While creating a model, I am getting the…
Sprinx
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How does Nvidia Digits batch size and data shuffling work?

I am trying to train a neural network to detect steganographic images using Tensorflow and Nvidia Digits. I loaded a data set which has two sub directories - Cover Images and Steg Images. I think the network has to process the cover/stegano image…
Shenath Silva
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can't load digits trained caffe model with opencv readnetfromcaffe

I've built digits from this tutorial recently, everything is ok and I finally trained my AlexNet model (also trained a SqueezNet so that I can upload the model here) ! the problem is when I download my model from Digits, I can not load it into my…
Amir
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Writing the following CNN in tensorflow

I am new to this Deep Learning. I have learnt the basics through reading and trying to implement a real network to see how/if it'll really work. I chose Tensorflow in digits and the following network because they give out the exact architecture with…
Shenath Silva
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Nvidia DIGITS - Learning Rate Ambiguity

What is the difference between Base Learning rate in Nvidia Digits UI during training and Learning rate param(lr_pm) for each layer defined in the caffe .prototxt file. Finally which learning rate is used?
chandan v
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How to connect a site that runs in a container?

I'm running a DIGITS in a container and I'm starting that container with -p 5001 parameter. How can I connect that DIGITS site using my host pc? Here is how my container looks like when i run DIGITS app.
doruk.sonmez
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OpenCV python layer is not working with caffe/digits framework

I made following python layer and added it to the LeNet architecture. But when building model it gives an error. I am to apply my Python layer using Numpy but when I am using OpenCV it gives an error. Following I am adding my code and corresponding…
Sanket Badhe
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Losing data and DIGITS configuration in AWS-EC2 after stopping instance?

I started to use AWS EC2 for deep learning and I'm going to use NVIDIA DIGITS. I already got a g3.4xlarge instance with 50G storage with I defined during creating instance process. Now my question is that if I upload my image's folder which is about…
user1603454
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Does the size of each class in an image classifier's training data have to be equal?

I'm currently training an image classifier using Nvidia DIGITS. I'm downloading 1,000,000 images as part of the ILSVRC12 dataset. As you may know, this dataset consists of 1,000 classes, with 1,000 images per class. The problem is that a lot of the…
Will Heitman
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Converting a caffe model to CoreML using coremltools results in inconsistent perdictions

I have trained a model using Caffe and NVIDIA's DIGITS. Testing it on DIGITS for the following images results in the following: When I download the model from DIGITS I get a snapshot_iter_24240.caffemodel along with deploy.prototxt,…
Reza Shirazian
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Tensorflow: Peer access not supported between device ordinals

Is it still possible to run trainning in some kind of multi gpu setting if I have Peer access not supported between device ordinals?(as I understand GPUs are 'not connected') for example by calculating each batch separately on GPU and then merge on…
mrgloom
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CURAND_STATUS_LAUNCH_FAILURE: caffe installation

I had already installed Cuda 7.5 and now I have installed Cuda 8.0. The Nvidia card is TITAN X (Pascal). I also only activated the following compute abilitiesCUDA_ARCHfield inmakefile.config` (the rest are commented): -gencode…
S.EB
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ImportError: No module named flask.ext.socketio: DIGITS installation error

I have already installed flask-socketio, when I try to run digits, it is showing me the following error digits/webapp.py:7: ExtDeprecationWarning: Importing flask.ext.socketio is deprecated, use flask_socketio instead. from flask.ext.socketio…
S.EB
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