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git clone 'https://github.com/fastai/course-v4.git' | |
echo Setting up server... | |
curl -sL https://deb.nodesource.com/setup_10.x | sudo -E bash -q | |
sudo apt-get install -y nodejs -q | |
pip install jupyter jupyterlab --upgrade -q | |
pip install jupyter_contrib_nbextensions && jupyter contrib nbextension install -q | |
pip install -r /content/course-v4/requirements.txt -q | |
wget -q -c -nc https://bin.equinox.io/c/4VmDzA7iaHb/ngrok-stable-linux-amd64.zip | |
unzip -qq -n ngrok-stable-linux-amd64.zip |
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perl -pi -e 's|execution_count": null|execution_count": 1|g' course-v4/nbs/*ipynb | |
nohup jupyter notebook --no-browser --allow-root --ip=0.0.0.0& |
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kill $(ps aux | grep './ngrok' | awk '{print $2}') |
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from fastai2.text.all import * | |
import html | |
from IPython.display import display, HTML | |
import matplotlib.cm as cm | |
def _eval_dropouts(mod): | |
module_name = mod.__class__.__name__ | |
if 'Dropout' in module_name or 'BatchNorm' in module_name: mod.training = False | |
for module in mod.children(): _eval_dropouts(module) |
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