January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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CUDA Deep Neural Network - CUDNN
The CUDNN library provides primitives for deep learning algorithms. Since this package is provided by NVIDIA, it is highly optimized for their hardware and runs faster. Several standard routines for deep learning are provided in this package. These packages are used by famous deep learning libraries such as tensorflow, caffe, and so on. In the next section, instructions are provided for installing CUDNN. You can download CUDNN from the NVIDIA portal at https://developer.nvidia.com/rdp/cudnn-download.
User account is required (free signup).
Copy the relevant files to the CUDA folders, making them faster to run on GPUs. We will not use CUDA and CUDNN libraries directly. Tensorflow uses these to work on GP-GPU ...
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