v103 - GPU
·
517 commits
to main
since this release
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v103
== Comparing pip list --format=freeze ==
> access==1.1.3
aiobotocore==1.3.3 | aiobotocore==1.4.1
aiohttp-cors==0.7.0 <
aioredis==1.3.1 <
alembic==1.6.5 | alembic==1.7.1
allennlp==2.6.0 | allennlp==2.7.0
anyio==3.2.1 | anyio==3.3.0
> argcomplete==1.12.3
> autopage==0.4.0
> aws-requests-auth==0.4.3
> backports.zoneinfo==0.2.1
> base58==2.1.0
beatrix-jupyterlab==0.0.3 | beatrix-jupyterlab==0.9.1
black==21.5b2 | black==21.7b0
bleach==3.3.0 | bleach==4.0.0
blessings==1.7 <
boto3==1.18.16 | boto3==1.18.36
botocore==1.21.16 | botocore==1.21.36
catalyst==21.7 | catalyst==21.8
> charset-normalizer==2.0.4
click==7.1.2 | click==8.0.1
cliff==3.8.0 | cliff==3.9.0
cmudict==1.0.0 | cmudict==1.0.2
colorlog==5.0.1 | colorlog==6.4.1
conda==4.9.2 | conda==4.10.3
> coverage==5.5
cudf==21.6.1+2.g101fc0fda4 | cudf==21.8.2
cuml==21.6.2 | cuml==21.8.1
cupy==9.3.0 | cupy==9.4.0
dask==2021.7.2 | dask==2021.9.0
dask-cudf==21.6.1+2.g101fc0fda4 | dask-cudf==21.8.2
> dataclasses==0.8
> datasets==1.11.0
debugpy==1.3.0 | debugpy==1.4.1
Deprecated==1.2.12 | deprecation==2.1.0
distributed==2021.7.2 | distributed==2021.9.0
dlib==19.22.0 | dlib==19.22.1
> dnspython==2.1.0
earthengine-api==0.1.277 | earthengine-api==0.1.281
easydev==0.11.1 | easydev==0.11.2
> esda==2.4.1
> fairscale==0.4.0
featuretools==0.26.1 | featuretools==0.27.1
Fiona==1.8.18 | Fiona==1.8.20
fitter==1.3.0 | fitter==1.4.0
> Flask-Cors==3.0.10
> Flask-JSON==0.3.4
fsspec==2021.7.0 | fsspec==2021.8.1
gcsfs==2021.6.1 | gcsfs==2021.7.0
GDAL==3.2.1 <
> giddy==2.3.3
google-api-core==1.30.0 | google-api-core==1.31.1
google-auth==1.32.1 | google-auth==1.34.0
google-auth-oauthlib==0.4.4 | google-auth-oauthlib==0.4.5
google-cloud-appengine-logging==0.1.1 | google-cloud-appengine-logging==0.1.4
google-cloud-bigtable==2.3.0 | google-cloud-bigtable==2.3.3
google-cloud-core==1.7.1 | google-cloud-core==1.7.2
google-cloud-dataproc==2.4.0 | google-cloud-dataproc==2.5.0
google-cloud-datastore==2.1.4 | google-cloud-datastore==2.1.6
google-cloud-firestore==2.1.3 | google-cloud-firestore==2.2.0
google-cloud-kms==2.4.0 | google-cloud-kms==2.5.0
google-cloud-language==2.2.0 | google-cloud-language==2.2.2
google-cloud-logging==2.5.0 | google-cloud-logging==2.6.0
google-cloud-monitoring==2.4.0 | google-cloud-monitoring==2.4.2
google-cloud-scheduler==2.3.0 | google-cloud-scheduler==2.3.2
google-cloud-spanner==3.6.0 | google-cloud-spanner==3.8.0
google-cloud-speech==2.5.0 | google-cloud-speech==2.7.0
google-cloud-storage==1.40.0 | google-cloud-storage==1.42.0
google-cloud-tasks==2.4.0 | google-cloud-tasks==2.5.1
google-cloud-translate==3.2.1 | google-cloud-translate==3.3.2
google-cloud-videointelligence==2.3.0 | google-cloud-videointelligence==2.3.2
google-cloud-vision==2.4.0 | google-cloud-vision==2.4.2
google-resumable-media==1.3.1 | google-resumable-media==1.3.3
gpustat==0.6.0 <
greenlet==1.1.0 | greenlet==1.1.1
gym==0.18.3 | gym==0.19.0
h2o==3.32.1.5 | h2o==3.32.1.7
haversine==2.3.1 | haversine==2.5.1
hijri-converter==2.1.3 | hijri-converter==2.2.1
hiredis==2.0.0 <
> hydra-slayer==0.1.1
imagecodecs==2021.7.30 | imagecodecs==2021.8.26
ImageHash==4.2.0 | ImageHash==4.2.1
implicit==0.4.4 | implicit==0.4.8
> importlib-resources==5.2.2
> inequality==1.0.0
ipykernel==6.0.1 | ipykernel==6.2.0
ipython==7.25.0 | ipython==7.26.0
jaraco.collections==3.3.0 | jaraco.collections==3.4.0
jax==0.2.16 | jax==0.2.19
jaxlib==0.1.68+cuda110 | jaxlib==0.1.70+cuda110
> jsonlines==1.2.0
jupyter-server==1.9.0 | jupyter-server==1.10.2
jupyterlab==1.2.16 | jupyterlab==1.2.21
kaggle-environments==1.8.5 | kaggle-environments==1.8.12
keras-tuner==1.0.3 | keras-tuner==1.0.4
kt-legacy==1.0.3 | kt-legacy==1.0.4
kubernetes==17.17.0 | kubernetes==18.20.0
libcst==0.3.19 | libcst==0.3.20
> libpysal==4.5.1
Mako==1.1.4 | Mako==1.1.5
matplotlib==3.4.2 | matplotlib==3.4.3
> mgwr==2.1.2
mlxtend==0.18.0 | mlxtend==0.19.0
mne==0.23.0 | mne==0.23.3
more-itertools==8.8.0 | more-itertools==8.9.0
nbclient==0.5.3 | nbclient==0.5.4
nnabla==1.20.1 | nnabla==1.21.0
nnabla-ext-cuda110==1.20.1 | nnabla-ext-cuda110==1.21.0
notebook==6.4.0 | notebook==6.4.3
nvidia-ml-py3==7.352.0 <
opencensus==0.7.13 | opencv-contrib-python==4.5.3.56
opencensus-context==0.1.2 <
panel==0.12.0 | panel==0.12.1
pathspec==0.8.1 | pathspec==0.9.0
Pillow==8.2.0 | Pillow==8.3.1
pip==21.1.3 | pip==21.2.4
plotly==5.1.0 | plotly==5.3.1
pluggy==0.13.1 | pluggy==1.0.0
> pointpats==2.2.0
pooch==1.4.0 | pooch==1.5.1
portalocker==2.3.0 | portalocker==2.3.2
> PuLP==2.5.0
py-spy==0.3.8 <
pyarrow==1.0.1 | pyarrow==4.0.1
pydicom==2.2.0 | pydicom==2.2.1
pyglet==1.5.15 | pygeos==0.10.2
Pygments==2.9.0 | Pygments==2.10.0
pymc3==3.11.2 | pymc3==3.11.4
PyQt5==5.12.3 <
PyQt5-sip==4.19.18 <
PyQtChart==5.12 <
PyQtWebEngine==5.12.1 <
pysal==2.1.0 | pysal==2.5.0
pytest==6.2.4 | pytest==6.2.5
> pytest-cov==2.12.1
python-dateutil==2.8.1 | python-dateutil==2.8.0
python-editor==1.0.4 <
pytools==2021.2.7 | pytools==2021.2.8
pytorch-lightning==1.4.1 | pytorch-lightning==1.4.4
pyzmq==22.1.0 | pyzmq==22.2.1
QtPy==1.9.0 | QtPy==1.11.0
> quantecon==0.5.1
> quilt3==3.4.0
ray==1.5.1 | rasterstats==0.15.0
> ray==1.6.0
regex==2021.7.6 | regex==2021.8.3
> requests-futures==1.0.0
rgf-python==3.10.0 | rgf-python==3.11.0
rmm==21.6.0 | rmm==21.8.1
ruamel-yaml-conda==0.15.80 | ruamel-yaml-conda==0.15.100
> rvlib==0.0.5
s3fs==2021.7.0 | s3fs==2021.8.1
scikit-image==0.18.2 | scikit-image==0.18.3
scipy==1.7.0 | scipy==1.7.1
seaborn==0.11.1 | seaborn==0.11.2
> segregation==2.1.0
Send2Trash==1.7.1 | Send2Trash==1.8.0
setuptools==49.6.0.post20210108 | setuptools==57.4.0
smart-open==5.1.0 | smart-open==5.2.1
> spaghetti==1.6.2
> spglm==1.0.8
SQLAlchemy==1.4.20 | spint==1.0.7
> splot==1.1.4
> spopt==0.1.2
> spreg==1.2.4
> spvcm==0.3.0
> SQLAlchemy==1.4.22
> sqlitedict==1.7.0
stevedore==3.3.0 | stevedore==3.4.0
tifffile==2021.8.8 | tifffile==2021.8.30
> tobler==0.8.2
> tomli==1.2.1
torchmetrics==0.4.1 | torchmetrics==0.5.0
tqdm==4.61.2 | tqdm==4.62.1
transformers==4.8.2 | transformers==4.9.2
treelite==1.3.0 | treelite==2.0.0
treelite-runtime==1.3.0 | treelite-runtime==2.0.0
tzlocal==2.1 | tzlocal==3.0
ucx-py==0.20.0 | ucx-py==0.21.0
Wand==0.6.6 | Wand==0.6.7
wandb==0.11.2 | wandb==0.12.1
wheel==0.36.2 | wheel==0.37.0
wslink==1.0.0 | wslink==1.0.7
> xxhash==2.0.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.58.0-2ubuntu3.13 | curl==7.58.0-2ubuntu3.14
gcsfuse==0.35.1 | gcsfuse==0.36.0
google-cloud-sdk==351.0.0-0 | google-cloud-sdk==355.0.0-0
gzip==1.6-5ubuntu1 | gzip==1.6-5ubuntu1.1
libasound2:amd64==1.1.3-5ubuntu0.5 | libasound2:amd64==1.1.3-5ubuntu0.6
libasound2-data==1.1.3-5ubuntu0.5 | libasound2-data==1.1.3-5ubuntu0.6
libcurl3-gnutls:amd64==7.58.0-2ubuntu3.13 | libcurl3-gnutls:amd64==7.58.0-2ubuntu3.14
libcurl4:amd64==7.58.0-2ubuntu3.13 | libcurl4:amd64==7.58.0-2ubuntu3.14
libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.13 | libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.14
libssl1.0.0:amd64==1.0.2n-1ubuntu5.6 | libssl1.0.0:amd64==1.0.2n-1ubuntu5.7
libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.9 | libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.10
libsystemd0:amd64==237-3ubuntu10.48 | libsystemd0:amd64==237-3ubuntu10.50
libudev1:amd64==237-3ubuntu10.48 | libudev1:amd64==237-3ubuntu10.50
linux-libc-dev:amd64==4.15.0-147.151 | linux-libc-dev:amd64==4.15.0-154.161
openssh-client==1:7.6p1-4ubuntu0.3 | openssh-client==1:7.6p1-4ubuntu0.5
openssl==1.1.1-1ubuntu2.1~18.04.9 | openssl==1.1.1-1ubuntu2.1~18.04.10
> texlive-fonts-recommended==2017.20180305-1
> texlive-generic-extra==2017.20180305-1
> texlive-plain-generic==2017.20180305-2