v113 - GPU
·
476 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:v113
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.0.0
accelerate==0.5.1 | accelerate==0.6.2
affine==2.3.0 | affine==2.3.1
aiobotocore==2.1.2 | aiobotocore==2.2.0
allennlp==2.9.1 | allennlp==2.9.2
anyio==3.4.0 | anyio==3.5.0
apache-beam==2.34.0 | apache-beam==2.37.0
argcomplete==1.12.3 | argon2-cffi==21.3.0
argon2-cffi==21.1.0 | argon2-cffi-bindings==21.2.0
arrow==1.2.1 | arrow==1.2.2
arviz==0.11.4 | arviz==0.12.0
asn1crypto==1.4.0 | asn1crypto==1.5.1
> astroid==2.11.2
async-generator==1.10 | async-timeout==4.0.2
async-timeout==4.0.1 <
attrs==21.2.0 | attrs==21.4.0
avro-python3==1.9.2.1 | autopep8==1.6.0
beatrix-jupyterlab==3.1.6 | beatrix-jupyterlab==3.1.7
bidict==0.21.4 | bidict==0.22.0
black==21.12b0 | black==22.1.0
blis==0.7.6 | blis==0.7.7
boto3==1.21.20 | boto3==1.21.38
botocore==1.24.20 | botocore==1.24.38
Bottleneck==1.3.2 <
cached-path==1.1.0 | cached-path==1.1.2
catalogue==2.0.6 | catalogue==2.0.7
catboost==1.0.4 | catboost==1.0.5
charset-normalizer==2.0.9 | charset-normalizer==2.0.12
chex==0.1.1 | chex==0.1.2
click==8.0.3 | click==8.0.4
cmake==3.22.1 | cmake==3.22.3
conda==4.11.0 | conda==4.12.0
conda-package-handling==1.7.3 | conda-package-handling==1.8.0
confuse==1.7.0 <
cupy-cuda110==10.2.0 | cupy-cuda110==10.3.1
> daal==2021.5.3
> daal4py==2021.5.3
datasets==1.18.4 <
decorator==5.1.0 | decorator==5.1.1
earthengine-api==0.1.302 | earthengine-api==0.1.305
easyocr==1.4.1 | easyocr==1.4.2
entrypoints==0.3 | entrypoints==0.4
explainable-ai-sdk==1.3.2 | explainable-ai-sdk==1.3.3
fairscale==0.4.5 | fairscale==0.4.6
fastai==2.5.3 | fastai==2.5.6
fastapi==0.75.0 | fastapi==0.75.1
fastcore==1.3.29 | fastcore==1.4.2
fasteners==0.16.3 | fasteners==0.17.3
featuretools==1.6.0 | featuretools==1.8.0
Flask==2.0.3 | Flask==2.1.1
flax==0.4.0 | flax==0.4.1
> flit_core==3.7.1
fonttools==4.28.4 | fonttools==4.30.0
frozendict==2.3.0 | frozendict==2.3.1
frozenlist==1.2.0 | frozenlist==1.3.0
fsspec==2022.2.0 | fsspec==2022.3.0
gcsfs==2021.11.1 | gcsfs==2022.2.0
geoplot==0.5.0 | geoplot==0.5.1
GitPython==3.1.24 | GitPython==3.1.27
google-cloud-appengine-logging==1.1.0 | google-cloud-appengine-logging==1.1.1
google-cloud-bigtable==2.4.0 | google-cloud-bigtable==2.7.0
google-cloud-dataproc==3.1.1 | google-cloud-dataproc==4.0.1
google-cloud-datastore==2.4.0 | google-cloud-datastore==2.5.1
google-cloud-dlp==1.0.0 | google-cloud-dlp==3.6.2
google-cloud-firestore==2.3.4 | google-cloud-firestore==2.4.0
google-cloud-kms==2.10.1 | google-cloud-kms==2.11.1
google-cloud-language==2.3.1 | google-cloud-language==2.4.1
google-cloud-logging==2.7.0 | google-cloud-logging==3.0.0
google-cloud-monitoring==2.8.0 | google-cloud-monitoring==2.9.1
google-cloud-pubsub==1.7.0 | google-cloud-pubsub==2.11.0
> google-cloud-pubsublite==1.4.1
google-cloud-scheduler==2.5.0 | google-cloud-scheduler==2.6.2
google-cloud-spanner==3.12.0 | google-cloud-spanner==3.13.0
google-cloud-speech==2.11.1 | google-cloud-speech==2.13.1
google-cloud-storage==1.43.0 | google-cloud-storage==2.1.0
google-cloud-tasks==2.7.1 | google-cloud-tasks==2.8.1
google-cloud-translate==3.6.1 | google-cloud-translate==3.7.2
google-cloud-videointelligence==2.5.1 | google-cloud-videointelligence==2.6.1
google-cloud-vision==2.6.3 | google-cloud-vision==2.7.1
googleapis-common-protos==1.53.0 | googleapis-common-protos==1.54.0
grpcio-status==1.43.0 | grpcio-status==1.44.0
h2o==3.36.0.3 | h2o==3.36.0.4
httplib2==0.20.2 | httplib2==0.20.4
huggingface-hub==0.4.0 | huggingface-hub==0.5.1
idna==3.1 | idna==3.3
igraph==0.9.9 | igraph==0.9.10
imageio==2.9.0 | imageio==2.16.1
ipykernel==6.6.0 | ipykernel==6.9.2
ipython==7.30.1 | ipython==7.32.0
> isort==5.10.1
itsdangerous==2.1.1 | itsdangerous==2.1.2
jax==0.3.1 | jax==0.3.5
jaxlib==0.3.0+cuda11.cudnn805 | jaxlib==0.3.5+cuda11.cudnn805
Jinja2==3.0.3 | Jinja2==3.1.1
jmespath==0.10.0 | jmespath==1.0.0
joblib==1.1.0 | joblib==1.0.1
jsonschema==4.3.1 | jsonschema==4.4.0
jupyter-client==7.1.0 | jupyter-client==7.1.2
jupyter-console==6.4.0 | jupyter-console==6.4.3
jupyter-core==4.9.1 | jupyter-core==4.9.2
jupyter-server==1.13.1 | jupyter-lsp==1.5.1
jupyter-server-mathjax==0.2.3 | jupyter-server==1.15.4
jupyter-server-proxy==3.2.0 | jupyter-server-mathjax==0.2.5
jupyterlab==3.2.5 | jupyter-server-proxy==3.2.1
jupyterlab-git==0.34.0 | jupyterlab==3.2.9
> jupyterlab-git==0.34.2
> jupyterlab-lsp==3.10.1
jupyterlab-server==2.9.0 | jupyterlab-server==2.10.3
jupytext==1.13.4 | jupytext==1.13.7
kaggle-environments==1.9.0 | kaggle-environments==1.9.8
keyring==23.4.0 | keyring==23.5.0
kiwisolver==1.3.2 | kiwisolver==1.4.0
kmodes==0.11.1 | kmodes==0.12.0
kubernetes==21.7.0 | kubernetes==23.3.0
> lazy-object-proxy==1.7.1
libcst==0.3.23 <
line-profiler==3.4.0 | line-profiler==3.5.1
llvmlite==0.37.0 | llvmlite==0.38.0
MarkupSafe==2.1.1 | MarkupSafe==2.0.1
matplotlib-venn==0.11.6 | matplotlib-venn==0.11.7
ml-metrics==0.1.2 <
mne==0.24.1 | mne==1.0.1
momepy==0.5.2 | momepy==0.5.3
multidict==5.2.0 | multidict==6.0.2
nbclassic==0.3.4 | nbclassic==0.3.6
nbclient==0.5.9 | nbclient==0.5.13
nbconvert==6.3.0 | nbconvert==6.5.0
nbformat==5.1.3 | nbformat==5.2.0
networkx==2.6.3 | networkx==2.5
nnabla==1.25.0 | nnabla==1.27.0
nnabla-ext-cuda110==1.25.0 | nnabla-ext-cuda110==1.27.0
notebook==6.4.6 | notebook==6.4.10
numba==0.54.1 | notebook-shim==0.1.0
> numba==0.55.1
numpy==1.20.3 | numpy==1.21.5
oauthlib==3.1.1 | oauthlib==3.2.0
opencv-python-headless==4.5.5.64 | opencv-python-headless==4.5.4.60
orjson==3.6.5 | orjson==3.6.7
ortools==9.3.10459 | ortools==9.3.10497
> overrides==6.1.0
pandas-profiling==3.0.0 | pandas-profiling==3.1.0
panel==0.12.6 | panel==0.12.7
papermill==2.3.3 | papermill==2.3.4
param==1.12.0 | param==1.12.1
Pillow==8.2.0 | Pillow==9.0.1
pip==21.3.1 | pip==22.0.4
platformdirs==2.3.0 | platformdirs==2.5.1
plotly==5.6.0 | plotly==5.7.0
prettytable==2.4.0 | prettytable==3.2.0
prometheus-client==0.12.0 | prometheus-client==0.13.1
prompt-toolkit==3.0.24 | prompt-toolkit==3.0.27
proto-plus==1.19.8 | proto-plus==1.20.3
py4j==0.10.9.4 | py4j==0.10.9.5
pyarrow==6.0.1 | pyarrow==7.0.0
pybind11==2.9.1 | pybind11==2.9.2
pyDeprecate==0.3.1 | pyDeprecate==0.3.2
pydicom==2.2.2 | pydicom==2.3.0
> pydocstyle==6.1.1
Pygments==2.10.0 | Pygments==2.11.2
> pylint==2.13.5
pyOpenSSL==21.0.0 | pyOpenSSL==22.0.0
pyparsing==3.0.6 | pyparsing==3.0.7
pyrsistent==0.18.0 | pyrsistent==0.18.1
pytest==7.1.0 | pytest==7.1.1
python-dotenv==0.19.2 | python-dotenv==0.20.0
python-igraph==0.9.9 | python-igraph==0.9.10
python-slugify==5.0.2 | python-lsp-jsonrpc==1.0.0
> python-lsp-server==1.4.1
> python-slugify==6.1.1
pytools==2022.1.1 | pytools==2022.1.3
pytorch-lightning==1.5.10 | pytorch-lightning==1.6.0
pyviz-comms==2.1.0 | pyviz-comms==2.2.0
PyWavelets==1.2.0 | PyWavelets==1.3.0
QtPy==1.11.3 | QtPy==2.0.1
quantecon==0.5.2 | quantecon==0.5.3
redis==4.1.4 | redis==4.2.2
requests==2.26.0 | requests==2.27.1
requests-oauthlib==1.3.0 | requests-oauthlib==1.3.1
responses==0.18.0 <
rich==12.0.0 | rich==12.2.0
> rope==1.0.0
Rtree==0.9.7 | Rtree==1.0.0
s3fs==2022.2.0 | s3fs==2022.3.0
scattertext==0.1.5 | scattertext==0.1.6
scikit-image==0.19.1 | scikit-image==0.19.2
scikit-learn==1.0.1 | scikit-learn==1.0.2
> scikit-learn-intelex==2021.5.3
sentry-sdk==1.5.7 | sentry-sdk==1.5.9
setuptools==59.5.0 | setuptools==59.8.0
> snowballstemmer==2.2.0
spacy==3.2.3 | spacy==3.2.4
spacy-loggers==1.0.1 | spacy-loggers==1.0.2
spopt==0.2.1 | spopt==0.3.0
SQLAlchemy==1.4.28 | SQLAlchemy==1.4.32
sqlitedict==2.0.0 <
statsmodels==0.13.1 | statsmodels==0.13.2
stumpy==1.10.2 | stumpy==1.11.1
sympy==1.10 | sympy==1.10.1
> tbb==2021.5.1
tensorboard-plugin-wit==1.8.0 | tensorboard-plugin-wit==1.8.1
tensorflow==2.6.2 | tensorflow==2.6.3
tensorflow-metadata==1.5.0 | tensorflow-metadata==1.7.0
tensorflow-serving-api==2.7.0 | tensorflow-serving-api==2.8.0
tensorflow-transform==1.5.0 | tensorflow-transform==1.7.0
terminado==0.12.1 | terminado==0.13.3
testpath==0.5.0 | testpath==0.6.0
tfx-bsl==1.5.0 | tfx-bsl==1.7.0
threadpoolctl==3.0.0 | threadpoolctl==3.1.0
> tinycss2==1.1.1
tomli==1.2.2 | tomli==2.0.1
tqdm==4.62.3 | tqdm==4.63.0
transformers==4.16.2 | transformers==4.17.0
typed-ast==1.5.1 | typed-ast==1.5.2
typer==0.4.0 | typer==0.4.1
typing-inspect==0.7.1 | typing-utils==0.1.0
tzdata==2021.5 | tzdata==2022.1
tzlocal==4.1 | tzlocal==4.2
ujson==5.0.0 | ujson==5.1.0
unicodedata2==13.0.0.post2 | unicodedata2==14.0.0
Unidecode==1.3.2 | Unidecode==1.3.4
urllib3==1.26.7 | urllib3==1.26.8
vaex==4.8.0 | vaex==4.9.0
vaex-astro==0.9.0 | vaex-astro==0.9.1
vaex-core==4.8.0 | vaex-core==4.9.0
vaex-hdf5==0.12.0 | vaex-hdf5==0.12.1
visions==0.7.1 | visions==0.7.4
vowpalwabbit==9.0.1 | vowpalwabbit==9.1.0
wandb==0.12.11 | wandb==0.12.14
wasabi==0.9.0 | wasabi==0.9.1
watchgod==0.8 | watchgod==0.8.2
websocket-client==1.2.3 | websocket-client==1.3.1
Werkzeug==2.0.2 | Werkzeug==2.0.3
wheel==0.37.0 | wheel==0.37.1
woodwork==0.14.0 | woodwork==0.15.0
wrapt==1.13.3 | wrapt==1.14.0
wslink==1.4.3 | wslink==1.5.2
xxhash==3.0.0 <
> yapf==0.32.0
yaspin==2.1.0 <
zipp==3.6.0 | zipp==3.7.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
binutils==2.34-6ubuntu1.1 | binutils==2.34-6ubuntu1.3
binutils-common:amd64==2.34-6ubuntu1.1 | binutils-common:amd64==2.34-6ubuntu1.3
binutils-x86-64-linux-gnu==2.34-6ubuntu1.1 | binutils-x86-64-linux-gnu==2.34-6ubuntu1.3
cuda-compat-11-0==450.142.00-1 | cuda-compat-11-0==450.156.00-1
gcsfuse==0.39.1 | gcsfuse==0.40.0
google-cloud-sdk==367.0.0-0 | google-cloud-sdk==377.0.0-0
gtk-update-icon-cache==3.24.20-0ubuntu1 | gtk-update-icon-cache==3.24.20-0ubuntu1.1
libarchive13:amd64==3.4.0-2ubuntu1.1 | libarchive13:amd64==3.4.0-2ubuntu1.2
libbinutils:amd64==2.34-6ubuntu1.1 | libbinutils:amd64==2.34-6ubuntu1.3
libcryptsetup12:amd64==2:2.2.2-3ubuntu2.3 | libcryptsetup12:amd64==2:2.2.2-3ubuntu2.4
libctf-nobfd0:amd64==2.34-6ubuntu1.1 | libctf-nobfd0:amd64==2.34-6ubuntu1.3
libctf0:amd64==2.34-6ubuntu1.1 | libctf0:amd64==2.34-6ubuntu1.3
libexpat1:amd64==2.2.9-1build1 | libexpat1:amd64==2.2.9-1ubuntu0.4
libgcrypt20:amd64==1.8.5-5ubuntu1 | libgcrypt20:amd64==1.8.5-5ubuntu1.1
libgtk-3-0:amd64==3.24.20-0ubuntu1 | libgtk-3-0:amd64==3.24.20-0ubuntu1.1
libgtk-3-common==3.24.20-0ubuntu1 | libgtk-3-common==3.24.20-0ubuntu1.1
libnvinfer-plugin8==8.2.2-1+cuda11.4 | libnvinfer-plugin8==8.2.3-1+cuda11.4
libnvinfer8==8.2.2-1+cuda11.4 | libnvinfer8==8.2.3-1+cuda11.4
libnvonnxparsers8==8.2.2-1+cuda11.4 | libnvonnxparsers8==8.2.3-1+cuda11.4
libnvparsers8==8.2.2-1+cuda11.4 | libnvparsers8==8.2.3-1+cuda11.4
libpam-modules:amd64==1.3.1-5ubuntu4.2 | libpam-modules:amd64==1.3.1-5ubuntu4.3
libpam-modules-bin==1.3.1-5ubuntu4.2 | libpam-modules-bin==1.3.1-5ubuntu4.3
libpam-runtime==1.3.1-5ubuntu4.2 | libpam-runtime==1.3.1-5ubuntu4.3
libpam-systemd:amd64==245.4-4ubuntu3.13 | libpam-systemd:amd64==245.4-4ubuntu3.15
libpam0g:amd64==1.3.1-5ubuntu4.2 | libpam0g:amd64==1.3.1-5ubuntu4.3
libpolkit-agent-1-0:amd64==0.105-26ubuntu1.1 | libpolkit-agent-1-0:amd64==0.105-26ubuntu1.3
libpolkit-gobject-1-0:amd64==0.105-26ubuntu1.1 | libpolkit-gobject-1-0:amd64==0.105-26ubuntu1.3
libprocps8:amd64==2:3.3.16-1ubuntu2.2 | libprocps8:amd64==2:3.3.16-1ubuntu2.3
libssl1.1:amd64==1.1.1f-1ubuntu2.8 | libssl1.1:amd64==1.1.1f-1ubuntu2.10
libsystemd0:amd64==245.4-4ubuntu3.13 | libsystemd0:amd64==245.4-4ubuntu3.15
libudev1:amd64==245.4-4ubuntu3.11 | libudev1:amd64==245.4-4ubuntu3.13
libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.1 | libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.2
linux-libc-dev:amd64==5.4.0-84.94 | linux-libc-dev:amd64==5.4.0-92.103
openjdk-11-jre-headless:amd64==11.0.14+9-0ubuntu2~20.04 | openjdk-11-jre-headless:amd64==11.0.14.1+1-0ubuntu1~20.04
openssl==1.1.1f-1ubuntu2.8 | openssl==1.1.1f-1ubuntu2.10
policykit-1==0.105-26ubuntu1.1 | policykit-1==0.105-26ubuntu1.3
procps==2:3.3.16-1ubuntu2.2 | procps==2:3.3.16-1ubuntu2.3
python-apt-common==2.0.0ubuntu0.20.04.6 | python-apt-common==2.0.0ubuntu0.20.04.7
python3-apt==2.0.0ubuntu0.20.04.6 | python3-apt==2.0.0ubuntu0.20.04.7
python3-crcmod==1.7+dfsg-2build2 <
python3-libnvinfer==8.2.2-1+cuda11.4 | python3-libnvinfer==8.2.3-1+cuda11.4
rsync==3.1.3-8ubuntu0.1 | rsync==3.1.3-8ubuntu0.2
systemd==245.4-4ubuntu3.13 | systemd==245.4-4ubuntu3.15
systemd-sysv==245.4-4ubuntu3.13 | systemd-sysv==245.4-4ubuntu3.15
systemd-timesyncd==245.4-4ubuntu3.13 | systemd-timesyncd==245.4-4ubuntu3.15
vim==2:8.1.2269-1ubuntu5.4 | vim==2:8.1.2269-1ubuntu5.7
vim-common==2:8.1.2269-1ubuntu5.4 | vim-common==2:8.1.2269-1ubuntu5.7
vim-runtime==2:8.1.2269-1ubuntu5.4 | vim-runtime==2:8.1.2269-1ubuntu5.7
xxd==2:8.1.2269-1ubuntu5.4 | xxd==2:8.1.2269-1ubuntu5.7