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linux:servers:cuda [2017/11/16 05:41]
clee231 [CUDA Toolkit 7.5] -> [CUDA Toolkit 9.0]
linux:servers:cuda [2017/11/16 06:07]
clee231 [CUDNN]
Line 37: Line 37:
 The installation of CUDA Toolkit 9.0.196 is installed at ''/​opt/​cuda/''​. The installation of CUDA Toolkit 9.0.196 is installed at ''/​opt/​cuda/''​.
  
-===== Theano ​0.7 ===== +==== CUDNN 7.==== 
-[[http://​www.deeplearning.net/​software/​theano/​|Theano 0.7]]+ 
 +[[https://​developer.nvidia.com/​rdp/​cudnn-download|CUDNN ​7.0.3]] 
 + 
 +The NVIDIA CUDA® Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. cuDNN provides highly tuned implementations for standard routines such as forward and backward convolution,​ pooling, normalization,​ and activation layers. cuDNN is part of the NVIDIA Deep Learning SDK. 
 + 
 +Installation of CUDNN is also installed in ''/​opt/​cuda''​. ​  
 + 
 +The following associated libraries have also been installed for CUDNN: 
 +  * Python-tensorflow 1.4.0 (CPU+GPU) 
 +  * Tensorflow 1.4.0 (CPU+GPU) 
 +  * Tensorboard 0.4.0rc1 
 + 
 + 
 +==== Theano 0.9 ==== 
 +[[http://​www.deeplearning.net/​software/​theano/​|Theano 0.9]]
  
 Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. ​ It is currently installed for both python2 and python3. ​ You should be able to just type ''​import theano''​ at the top of your python script to use it's functionality. Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. ​ It is currently installed for both python2 and python3. ​ You should be able to just type ''​import theano''​ at the top of your python script to use it's functionality.
  
-==== Theano Configuration ====+<WRAP center round todo 60%> 
 +Note that MILA has stated that development of Theano will halt after release 1.0 due in late 2017. More information can be found in this thread: https://​groups.google.com/​forum/#​!msg/​theano-users/​7Poq8BZutbY/​rNCIfvAEAwAJ 
 +</​WRAP>​ 
 + 
 +=== Theano Configuration === 
 In order to use Theano with basic configuration,​ you may need to create a config file for your user if it does not inherit settings. In order to use Theano with basic configuration,​ you may need to create a config file for your user if it does not inherit settings.
  
linux/servers/cuda.txt · Last modified: 2021/05/02 21:36 (external edit)