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View Code? Open in Web Editor NEWCode to setup AWS GPU instance to run Daniel Nouri's Facial Keypoints competition
Code to setup AWS GPU instance to run Daniel Nouri's Facial Keypoints competition
Hi
Im not sure if you are still supporting this code, but I just wanted to inform you that the code doesn't seem to be working. Firstly, matplotlib was not installing, which I fixed by installing the following two packages before running setup.sh:
sudo apt-get install libpng-dev
sudo apt-get install libfreetype6-dev
But even despite this when I follow your steps of using the community AMI, and running the shell script, I get the following error:
Traceback (most recent call last):
File "AWSGPU_DeepLearning/kfkd.py", line 116, in
net2.fit(X, y)
File "/usr/local/lib/python2.7/dist-packages/nolearn/lasagne/base.py", line 290, in fit
self.initialize()
File "/usr/local/lib/python2.7/dist-packages/nolearn/lasagne/base.py", line 149, in initialize
out = self._output_layer = self.initialize_layers()
File "/usr/local/lib/python2.7/dist-packages/nolearn/lasagne/base.py", line 226, in initialize_layers
chain_exception(TypeError(msg), e)
File "/usr/local/lib/python2.7/dist-packages/nolearn/_compat.py", line 11, in chain_exception
exec("raise exc1, None, sys.exc_info()[2]")
File "/usr/local/lib/python2.7/dist-packages/nolearn/lasagne/base.py", line 221, in initialize_layers
layer = layer_factory(**layer_kw)
TypeError: Failed to instantiate <class 'lasagne.layers.cuda_convnet.MaxPool2DCCLayer'> with args {'incoming': <lasagne.layers.cuda_convnet.Conv2DCCLayer object at 0x7f2dc82c0b90>, 'name': 'pool1', 'ds': (2, 2)}.
Maybe parameter names have changed?
Thank you very much for your work! In file kfkd.py, line 62 it should be "update" instead of "upate" .
Cheers, Max
need to add:
"import lasagne.layers.cuda_convnet"
to the kfkd.py
i also experience errors with the zip files.. <--- please also add to the instructions that you must accept the terms of the competition. Else you won't be able to download the files.
and to use: https://chrome.google.com/webstore/detail/lopabhfecdfhgogdbojmaicoicjekelh for copy + paste of cookies.txt part
hope this helps someone.
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