Stack Overflow
Stack Overflow

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.

91 questions
1
vote
1 answer

Error linking CXX executables

I just had a weird experience while building caffe.. I executed make --jobs=4 and it ran all well till it reached 92%. Then while it was linking the CXX executables compute_image_mean, convert_image set, extract_features, and caffe it threw the…
Rushat Rai
  • 743
  • 2
  • 15
  • 31
1
vote
1 answer

Nvidia Digits import error no module name compt

New with Deep learning Frame work. trying on with Nvidia Digits and encounter problems when running Digit-denserver. Installation of digits i follow the link: https://github.com/NVIDIA/DIGITS/blob/master/docs/BuildDigits.md Installation was success…
david lin
  • 21
  • 2
1
vote
1 answer

Classification with torch model exported from digits - lua 5.1

I'm very new to deep learning and i'm trying to obtain a classification with lua. I've installed digits with torch and lua 5.1 and i've train the following model : After that, i've made a classification with the digits server to test the exemple…
CoDel
  • 173
  • 2
  • 15
1
vote
1 answer

How to use latest version of Caffe in DIGITS?

The Caffe from NVidia is older than BVLC/Caffe. How can I use the latest version of Caffe in NVidia DIGITS?
Video Analysis Deep Learning
  • 338
  • 2
  • 12
1
vote
1 answer

caffe/digits: code -11 error when using python layer with cv.resize

I am using a python layer in Digits to crop each training image with random sizes crops, and then using cv2.resize method to resize to expected top dimensions. The resizing works as expected when used offline on a saved batch of images, the numpy…
user3897060
  • 81
  • 5
1
vote
0 answers

how to define the root of caffe to digits?

I have installed caffe on ubuntu 16.04, python 2.7, cuda 8, and have tested mnist on that. it worked fine. Now I want to install digits. I have installed it but when I do ./digits-devserver, it gives me the following error: @pc2user:~/digits$…
user5538206
1
vote
1 answer

Does Nvidia DIGITS install CUDA toolkit automatically?

I installed DIGITS 4 on ubuntu 14.04, everything seems running well. I used to install CUDA first in my previous machines but I didn't do it this time since I thought DIGITS should get all things set. But when I try to check the CUDA version with…
Yan
  • 11
  • 1
1
vote
0 answers

Are there some documents or examples there about how to change the official caffe files to a fp16 version?

I try to use caffe fp16 on TX1, but many specific layers are not supported by the nvidia current version for fp16 caffe. I tried google the internet about how to make the official caffe support half precision, but found nothing about that.
wanglinski
  • 114
  • 9
1
vote
0 answers

neural network text classification

I`ve been dealing with a problem with a neural net to classify text. I have my own datasets of news in spanish and it is labeled as: positive, neutral, negative opinion. I'm comparing with amazon polarity dataset which is only positive and negative.…
Gonzalo
  • 11
  • 2
1
vote
1 answer

HDF5 input dataset usage in NVIDIA DIGITS

I am new with using NVIDIA DIGITS. My train dataset has following structure and its format is .hdf5 . crops Dataset {27482, 3, 128, 192} labels Dataset {27482, 12} mean Dataset {3, 128, 192} pids Dataset {27482} I know…
MIRMIX
  • 1,052
  • 2
  • 14
  • 40
1
vote
1 answer

Creating a Training/Validation LMDB for NVIDIA Digits in Python

I'm trying to make a Training/Validation LMDB set for use with NVIDIA Digits, but I can't find any good examples/tutorials. I understand how to create an LMDB database, but I'm uncertain on how to correctly format the data. I get how to create an…
AdmiralJonB
  • 2,038
  • 3
  • 23
  • 27
1
vote
2 answers

How to use video for traning deep learning (caffe & digits)?

Based on a, b, c, d, Action Recognition with Deep Learning, Long-term Recurrent Convolutional Networks, e, Generic Features for Video Analysis,... there are several methods for analyses video by caffe but what is exactly the input for caffe. Can we…
Video Analysis Deep Learning
  • 338
  • 2
  • 12
1
vote
0 answers

digits predict prob for test database

I am using digits for image classification task. I wanted to score the test db and get the predicted prob in csv file. Can anyone tell me where should i make changes in the digits files for that?
nitesh kansal
  • 131
  • 1
  • 4
1
vote
2 answers

Which part of the deploy.prototxt file in caffe is absolutely necessary for testing?

In a recent discussion, I found out that some parts of the deploy.prototxt exist only because they have been directly copied from the train_test.prototxt and are ignored during testing. For example: layer { name: "conv1" type: "Convolution" …
Qazi
  • 345
  • 3
  • 16
1
vote
1 answer

Input must have 4 axes, corresponding to (num, channels, height, width)

Not sure if this is an issue or not - but I have been searching for days and cannot seem to figure it out! Any image I try to classify individually using digits seems to run okay. However, when using the "classify many images" button, the network…
amartin94
  • 505
  • 3
  • 19
  • 35
1 2 3
4
5 6 7