Stack Overflow
Stack Overflow

Questions tagged [theano-cuda]

theano-cuda relates to the installation, configuration, and use of the CUDA backend for Theano

144 questions
2
votes
0 answers

Enabling GPU with theano generates Exception

I have followed the steps from here to enable gpu with theano on an Ubuntu 16.04 machine. I installed cuda toolkit, cudnn, drivers but I am still not able to get it to work. And when I run: from theano.sandbox import cuda cuda.use("gpu0") I get the…
A_Matar
  • 2,210
  • 3
  • 31
  • 53
2
votes
1 answer

Train two models on two GPUs

I have two models (theano scripts) I want to train and evaluate. I have two GPUs I can use to train them. How can I run a model on each GPU at the same time?
circuitdesigner5172
  • 125
  • 7
2
votes
0 answers

error message of WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu0 is not available

I have installed theano using pip install theano, which was finished successfully. After typing import theano, I got the following warning message WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu0 is not available (error: Unable to…
user288609
  • 12,465
  • 26
  • 85
  • 127
2
votes
2 answers

AttributeError: module 'theano' has no attribute 'tests'

I am trying to use theano gpu on my ubuntu, but each time after it running one time successfully, it will give me the error like this when I try to run next time. No idea why, could anyone help me ? import theano Traceback (most recent call…
Yaohui WANG
  • 21
  • 3
2
votes
2 answers

`No module named nose_parameterized` during theano installation

At the moment I am trying to install theano on my ubuntu 16.04 system with cuda support. The installation process itself went well until I tried to test the installation: python -c "import theano; theano.test()" The last few lines of the output…
dimpol
  • 545
  • 9
  • 21
2
votes
0 answers

Intermediate layer in keras to fetch the weights, convert and feed to the network

I have custom layer model using graph structure in keras. I want to add an intermediate layer between each pair of existing layer. The function of this layer will be to add some noise similar to GaussianNoise layer provided by keras. I want to…
blackbug
  • 1,098
  • 3
  • 13
  • 40
2
votes
1 answer

Theano Not Able To Find Gpu - Ubuntu 16.04

WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu is not available (error: cuda unavailable) I get this error when trying to run any sample Theano program. I have tried all the suggested fixes provided in this thread. nvcc…
rgalbo
  • 4,186
  • 1
  • 19
  • 29
2
votes
1 answer

theano - use external GPU only for ML and integrated GPU for display

I have a CPU with integrated GPU. I also have an external GPU that i have been using for ML. What i want is to use the integrated GPU only for display and dedicate the external GPU to NN training (in order to free some memory). I have set at the…
Christos Baziotis
  • 5,845
  • 16
  • 59
  • 80
2
votes
1 answer

Theano fails to be imported with theano configuration cnmem = 1

Theano fails to be imported with theano configuration cnmem = 1 Any idea how to make sure the GPU is totally allocated to the theano python script? Note: Display is not used to avoid its GPU usage File: .theanorc cnmem = 1 File: test.py print…
Karim
  • 1,526
  • 4
  • 13
  • 16
2
votes
1 answer

Theano: GPU Usage on a New Jetson TX1

(Very long error messages in the question below. TL;DR, here is the specific question: Why does this test code not execute on the TX1's GPU, and what do I need to do to make it do so?) I have just flashed and installed a brand new Nvidia Jetson…
Novak
  • 4,687
  • 2
  • 26
  • 64
2
votes
1 answer

Installing cuDNN for Theano without root access

Can I install cuDNN locally without root access ? I don't have root access to a linux machine I am using (the distro is openSuse), but I have CUDA 7.5 already installed. I am using Theano and I need cuDNN to improve the speed of the operations on…
IssamLaradji
  • 6,637
  • 8
  • 43
  • 68
2
votes
1 answer

Theano falls back to CPU

I am training a model in Theano 0.9 and Lasagne 0.1 and want to run it on GPU. I've set THEANO_FLAGS as follows: THEANO_FLAGS=device=gpu0,force_device=True,floatX=float64 Theano prints it is using GPU Using gpu device 0: GeForce GTX 980 Ti (CNMeM…
yazfield
  • 1,233
  • 11
  • 18
2
votes
1 answer

'Failed to compile cuda_ndarray.cu' when importing theano, 'cuda_runtime.h: No such file or directory'

I am using ubuntu 14.04 with theano 0.8.2 installed. When I ran import theano in my gpu_tesy.py, there came ~5300 lines of codes and: 5367 // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:textwidth=79…
Alex Wenxin Xu
  • 311
  • 1
  • 2
  • 8
2
votes
2 answers

Unknown CUDA error when importing theano

In python, after importing theano, I get the following: In [1]: import theano WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu is not available (error: Unable to get the number of gpus available: unknown error) I'm running this on…
f34r51n
  • 21
  • 1
2
votes
1 answer

How the check that theano is only using FP32?

In my .theanorc file I have set the parameter... [global] floatX = float32 However when I run keras with the theano backend and make calls to model.predict the numpy datatype of the returned array is always of type FP64 not FP32. I am not sure if…
chasep255
  • 11,745
  • 8
  • 58
  • 115
1 2
3
…
9 10