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ImageAnalogies-on-demand

2019-12-19 | |  42 |   0 |   0

Weekly.TF

Project to spin up TensorFlow instances for custom user runs.

Setup

Configure TensorFlow machine

Install TensorFlow and Image Analogies (the current test project).  On Amazon EC2, you can start with Amazon's Deep Learning AMI on a GPU server.

Make sure to download the vgg16_weights.h5 file.

Debugging: test that Amazon AMI is truly using GPUhttp://stackoverflow.com/questions/38009682/how-to-tell-if-tensorflow-is-using-gpu-acceleration-from-inside-python-shell

Start server

Start the server as a background process:

nohup python server.py &

Go to the index page ( http://localhost:8080/ ), click the 'Test Case' button, and then Run.

On AWS: use a g2.2xlarge instance with port 80 open, and ensure that httpd is running, and ProxyPass / http://localhost:8080/

License

Open source, MIT license


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