Linked Questions

66 votes
2 answers
173k views

I understand that when installing tensorflow, you either install the GPU or CPU version. How can I check which one is installed (I use linux). If the GPU version is installed, would it be ...
matchifang's user avatar
  • 5,490
454 votes
32 answers
907k views

I have installed tensorflow in my ubuntu 16.04 using the second answer here with ubuntu's builtin apt cuda installation. Now my question is how can I test if tensorflow is really using gpu? I have a ...
Tamim Addari's user avatar
  • 7,861
243 votes
16 answers
457k views

I have a plan to use distributed TensorFlow, and I saw TensorFlow can use GPUs for training and testing. In a cluster environment, each machine could have 0 or 1 or more GPUs, and I want to run my ...
Sangwon Kim's user avatar
  • 2,534
5 votes
2 answers
36k views

I installed CUDA v9.2 and corresponding cuDNN manually to install tensorflow gpu But I realized that tensorflow 1.8.0 requires CUDA 9.0 so I ran pip install tensorflow-gpu from the anaconda prompt (...
Mihir Deshpande's user avatar
3 votes
4 answers
11k views

My computer has the following software installed: Anaconda (3), TensorFlow (GPU), and Keras. There are two Anaconda virtual environments - one with TensorFlow for Python 2.7 and one for 3.5, both GPU ...
Massyanya's user avatar
  • 2,934
6 votes
3 answers
11k views

I've created virtual notebook on Paperspace cloud infrastructure with Tensorflow GPU P5000 virtual instance on the backend. When i am starting to train my network, it woks 2x SLOWER than on my MacBook ...
Yury Kochubeev's user avatar
1 vote
1 answer
1k views

I just installed two Nvidia K2200 GPU's, CUDA software, and CuDNN software on my Windows 10 computer. I went to check if everything is working well by following this Stack Overflow answer but I got a ...
user1367204's user avatar
  • 4,937
1 vote
2 answers
2k views

I'm quite new in deep learning and, in order to improve my knowledge, I've been reading some books and following a video course on line. In this videocourse I have to do an exercise with convolution ...
Lorenzo522's user avatar
0 votes
2 answers
2k views

Following an answer from SO, I have run: # confirm TensorFlow sees the GPU from tensorflow.python.client import device_lib assert 'GPU' in str(device_lib.list_local_devices()) # confirm Keras sees ...
guhur's user avatar
  • 2,916
2 votes
1 answer
2k views

I tried with How do I check if keras is using gpu version of tensorflow? answer. But I recognized only keras doesn't see GPU. I re-installed whole requirements including tensorflow-gpu, keras module, ...
dlgks224's user avatar
1 vote
0 answers
291 views

I know there have been multiple different posts regarding this matter, but it seems every time a new keras / tensorflow version is released, there's conflict with package versions and inevtibly the ...
PyRsquared's user avatar
  • 7,388
0 votes
0 answers
44 views

I'm a newbie in keras tensorflow and python. Network structure :Resnet50(with imagenet weight, all layers freezed) + 2 Bi-LSTM with 256 units Number of images : 624000 Image size : 224x224x3 Batch ...
Miles High's user avatar