Migration to fastpages Backend
Highlights of the migration.
• 5 min read
Seamless Deployment on GitHub Pages
Built with fastpages, an easy to use blogging platform with extra features for Jupyter Notebooks.
It automates the process of creating blog posts via GitHub Actions, so there is no need to fuss with conversion scripts.
In summary, fastpages facilitates automatic deployment with GitHub Actions.
A dedicated <username>.github.io repo is no longer necessary.
import sys
import platform
import torch
print(f"sys.version={sys.version}")
print(f"platform={platform.platform()}")
print(f"torch: {torch.__version__}")
print(f"torch.cuda: {torch.cuda.device_count()} GPUs, version={torch.version.cuda}")
!nvcc --version
!nvidia-smi
!pip list
sys.version=3.6.9 (default, Oct 8 2020, 12:12:24)
[GCC 8.4.0]
platform=Linux-4.19.112+-x86_64-with-Ubuntu-18.04-bionic
torch: 1.7.0+cu101
torch.cuda: 1 GPUs, version=10.1
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2019 NVIDIA Corporation
Built on Sun_Jul_28_19:07:16_PDT_2019
Cuda compilation tools, release 10.1, V10.1.243
Tue Dec 8 05:15:42 2020
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 455.45.01 Driver Version: 418.67 CUDA Version: 10.1 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |
| N/A 47C P8 10W / 70W | 10MiB / 15079MiB | 0% Default |
| | | ERR! |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
Package Version
----------------------------- ---------------
absl-py 0.10.0
alabaster 0.7.12
albumentations 0.1.12
altair 4.1.0
argon2-cffi 20.1.0
asgiref 3.3.1
astor 0.8.1
astropy 4.1
astunparse 1.6.3
async-generator 1.10
atari-py 0.2.6
atomicwrites 1.4.0
attrs 20.3.0
audioread 2.1.9
autograd 1.3
Babel 2.9.0
backcall 0.2.0
beautifulsoup4 4.6.3
bleach 3.2.1
blis 0.4.1
bokeh 2.1.1
Bottleneck 1.3.2
branca 0.4.1
bs4 0.0.1
CacheControl 0.12.6
cachetools 4.1.1
catalogue 1.0.0
certifi 2020.11.8
cffi 1.14.3
chainer 7.4.0
chardet 3.0.4
click 7.1.2
cloudpickle 1.3.0
cmake 3.12.0
cmdstanpy 0.9.5
colorlover 0.3.0
community 1.0.0b1
contextlib2 0.5.5
convertdate 2.3.0
coverage 3.7.1
coveralls 0.5
crcmod 1.7
cufflinks 0.17.3
cupy-cuda101 7.4.0
cvxopt 1.2.5
cvxpy 1.0.31
cycler 0.10.0
cymem 2.0.4
Cython 0.29.21
daft 0.0.4
dask 2.12.0
dataclasses 0.8
datascience 0.10.6
debugpy 1.0.0
decorator 4.4.2
defusedxml 0.6.0
descartes 1.1.0
dill 0.3.3
distributed 1.25.3
Django 3.1.3
dlib 19.18.0
dm-tree 0.1.5
docopt 0.6.2
docutils 0.16
dopamine-rl 1.0.5
earthengine-api 0.1.238
easydict 1.9
ecos 2.0.7.post1
editdistance 0.5.3
en-core-web-sm 2.2.5
entrypoints 0.3
ephem 3.7.7.1
et-xmlfile 1.0.1
fa2 0.3.5
fancyimpute 0.4.3
fastai 1.0.61
fastdtw 0.3.4
fastprogress 1.0.0
fastrlock 0.5
fbprophet 0.7.1
feather-format 0.4.1
filelock 3.0.12
firebase-admin 4.4.0
fix-yahoo-finance 0.0.22
Flask 1.1.2
flatbuffers 1.12
folium 0.8.3
future 0.16.0
gast 0.3.3
GDAL 2.2.2
gdown 3.6.4
gensim 3.6.0
geographiclib 1.50
geopy 1.17.0
gin-config 0.3.0
glob2 0.7
google 2.0.3
google-api-core 1.16.0
google-api-python-client 1.7.12
google-auth 1.17.2
google-auth-httplib2 0.0.4
google-auth-oauthlib 0.4.2
google-cloud-bigquery 1.21.0
google-cloud-bigquery-storage 1.1.0
google-cloud-core 1.0.3
google-cloud-datastore 1.8.0
google-cloud-firestore 1.7.0
google-cloud-language 1.2.0
google-cloud-storage 1.18.1
google-cloud-translate 1.5.0
google-colab 1.0.0
google-pasta 0.2.0
google-resumable-media 0.4.1
googleapis-common-protos 1.52.0
googledrivedownloader 0.4
graphviz 0.10.1
grpcio 1.33.2
gspread 3.0.1
gspread-dataframe 3.0.8
gym 0.17.3
h5py 2.10.0
HeapDict 1.0.1
holidays 0.10.3
holoviews 1.13.5
html5lib 1.0.1
httpimport 0.5.18
httplib2 0.17.4
httplib2shim 0.0.3
humanize 0.5.1
hyperopt 0.1.2
ideep4py 2.0.0.post3
idna 2.10
image 1.5.33
imageio 2.4.1
imagesize 1.2.0
imbalanced-learn 0.4.3
imblearn 0.0
imgaug 0.2.9
importlib-metadata 2.0.0
importlib-resources 3.3.0
imutils 0.5.3
inflect 2.1.0
iniconfig 1.1.1
intel-openmp 2020.0.133
intervaltree 2.1.0
ipykernel 4.10.1
ipython 5.5.0
ipython-genutils 0.2.0
ipython-sql 0.3.9
ipywidgets 7.5.1
itsdangerous 1.1.0
jax 0.2.6
jaxlib 0.1.57+cuda101
jdcal 1.4.1
jedi 0.17.2
jieba 0.42.1
Jinja2 2.11.2
joblib 0.17.0
jpeg4py 0.1.4
jsonschema 2.6.0
jupyter 1.0.0
jupyter-client 5.3.5
jupyter-console 5.2.0
jupyter-core 4.7.0
jupyterlab-pygments 0.1.2
kaggle 1.5.9
kapre 0.1.3.1
Keras 2.4.3
Keras-Preprocessing 1.1.2
keras-vis 0.4.1
kiwisolver 1.3.1
knnimpute 0.1.0
korean-lunar-calendar 0.2.1
librosa 0.6.3
lightgbm 2.2.3
llvmlite 0.31.0
lmdb 0.99
lucid 0.3.8
LunarCalendar 0.0.9
lxml 4.2.6
Markdown 3.3.3
MarkupSafe 1.1.1
matplotlib 3.2.2
matplotlib-venn 0.11.6
missingno 0.4.2
mistune 0.8.4
mizani 0.6.0
mkl 2019.0
mlxtend 0.14.0
more-itertools 8.6.0
moviepy 0.2.3.5
mpmath 1.1.0
msgpack 1.0.0
multiprocess 0.70.11.1
multitasking 0.0.9
murmurhash 1.0.4
music21 5.5.0
natsort 5.5.0
nbclient 0.5.1
nbconvert 5.6.1
nbformat 5.0.8
nest-asyncio 1.4.3
networkx 2.5
nibabel 3.0.2
nltk 3.2.5
notebook 5.3.1
np-utils 0.5.12.1
numba 0.48.0
numexpr 2.7.1
numpy 1.18.5
nvidia-ml-py3 7.352.0
oauth2client 4.1.3
oauthlib 3.1.0
okgrade 0.4.3
opencv-contrib-python 4.1.2.30
opencv-python 4.1.2.30
openpyxl 2.5.9
opt-einsum 3.3.0
osqp 0.6.1
packaging 20.4
palettable 3.3.0
pandas 1.1.4
pandas-datareader 0.9.0
pandas-gbq 0.13.3
pandas-profiling 1.4.1
pandocfilters 1.4.3
panel 0.9.7
param 1.10.0
parso 0.7.1
pathlib 1.0.1
patsy 0.5.1
pexpect 4.8.0
pickleshare 0.7.5
Pillow 7.0.0
pip 19.3.1
pip-tools 4.5.1
plac 1.1.3
plotly 4.4.1
plotnine 0.6.0
pluggy 0.7.1
portpicker 1.3.1
prefetch-generator 1.0.1
preshed 3.0.4
prettytable 2.0.0
progressbar2 3.38.0
prometheus-client 0.9.0
promise 2.3
prompt-toolkit 1.0.18
protobuf 3.12.4
psutil 5.4.8
psycopg2 2.7.6.1
ptyprocess 0.6.0
py 1.9.0
pyarrow 0.14.1
pyasn1 0.4.8
pyasn1-modules 0.2.8
pycocotools 2.0.2
pycparser 2.20
pyct 0.4.8
pydata-google-auth 1.1.0
pydot 1.3.0
pydot-ng 2.0.0
pydotplus 2.0.2
PyDrive 1.3.1
pyemd 0.5.1
pyglet 1.5.0
Pygments 2.6.1
pygobject 3.26.1
pymc3 3.7
PyMeeus 0.3.7
pymongo 3.11.1
pymystem3 0.2.0
PyOpenGL 3.1.5
pyparsing 2.4.7
pyrsistent 0.17.3
pysndfile 1.3.8
PySocks 1.7.1
pystan 2.19.1.1
pytest 3.6.4
python-apt 1.6.5+ubuntu0.3
python-chess 0.23.11
python-dateutil 2.8.1
python-louvain 0.14
python-slugify 4.0.1
python-utils 2.4.0
pytz 2018.9
pyviz-comms 0.7.6
PyWavelets 1.1.1
PyYAML 3.13
pyzmq 20.0.0
qtconsole 5.0.1
QtPy 1.9.0
regex 2019.12.20
requests 2.23.0
requests-oauthlib 1.3.0
resampy 0.2.2
retrying 1.3.3
rpy2 3.2.7
rsa 4.6
scikit-image 0.16.2
scikit-learn 0.22.2.post1
scipy 1.4.1
screen-resolution-extra 0.0.0
scs 2.1.2
seaborn 0.11.0
Send2Trash 1.5.0
setuptools 50.3.2
setuptools-git 1.2
Shapely 1.7.1
simplegeneric 0.8.1
six 1.15.0
sklearn 0.0
sklearn-pandas 1.8.0
slugify 0.0.1
smart-open 3.0.0
snowballstemmer 2.0.0
sortedcontainers 2.3.0
spacy 2.2.4
Sphinx 1.8.5
sphinxcontrib-serializinghtml 1.1.4
sphinxcontrib-websupport 1.2.4
SQLAlchemy 1.3.20
sqlparse 0.4.1
srsly 1.0.4
statsmodels 0.10.2
sympy 1.1.1
tables 3.4.4
tabulate 0.8.7
tblib 1.7.0
tensorboard 2.3.0
tensorboard-plugin-wit 1.7.0
tensorboardcolab 0.0.22
tensorflow 2.3.0
tensorflow-addons 0.8.3
tensorflow-datasets 4.0.1
tensorflow-estimator 2.3.0
tensorflow-gcs-config 2.3.0
tensorflow-hub 0.10.0
tensorflow-metadata 0.25.0
tensorflow-privacy 0.2.2
tensorflow-probability 0.11.0
termcolor 1.1.0
terminado 0.9.1
testpath 0.4.4
text-unidecode 1.3
textblob 0.15.3
textgenrnn 1.4.1
Theano 1.0.5
thinc 7.4.0
tifffile 2020.9.3
toml 0.10.2
toolz 0.11.1
torch 1.7.0+cu101
torchsummary 1.5.1
torchtext 0.3.1
torchvision 0.8.1+cu101
tornado 5.1.1
tqdm 4.41.1
traitlets 4.3.3
tweepy 3.6.0
typeguard 2.7.1
typing-extensions 3.7.4.3
tzlocal 1.5.1
umap-learn 0.4.6
uritemplate 3.0.1
urllib3 1.24.3
vega-datasets 0.8.0
wasabi 0.8.0
wcwidth 0.2.5
webencodings 0.5.1
Werkzeug 1.0.1
wheel 0.35.1
widgetsnbextension 3.5.1
wordcloud 1.5.0
wrapt 1.12.1
xarray 0.15.1
xgboost 0.90
xkit 0.0.0
xlrd 1.1.0
xlwt 1.3.0
yellowbrick 0.9.1
zict 2.0.0
zipp 3.4.0