DIGITS
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lukeyeager
:1234: Deep Learning GPU Training System
DiGiTS (Deep GPU Training System)
What is it?
DiGiTS is is a webapp for training deep learning models.
Installation
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Build NVIDIA's fork of caffe git clone https://github.com/NVIDIA/caffe.git (follow the instructions here: http://caffe.berkeleyvision.org/installation.html)
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Install python dependencies sudo pip install -r requirements.txt
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Install graphviz (optional, used to visualize networks) sudo apt-get install graphviz
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Add the location of your caffe installation to your environment export CAFFE_HOME='/home/username/caffe'
Use
You can run DiGiTS in two ways:
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digits-devserver Starts a development server that listens on port 5000 (but you can change the port if you like - try running it with the --help flag).
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digits-server Starts a gunicorn app that listens on port 8080. If you have installed the nginx.site to your nginx sites-enabled/ directory, then you can view your app at http://localhost/.
lukeyeager