v127 - GPU
·
350 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:v127
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.2.0
alembic==1.9.2 | alembic==1.9.3
apache-beam==2.40.0 | apache-beam==2.41.0
arrow==1.2.2 | arrow==1.2.3
astroid==2.13.4 | astroid==2.14.1
attrs==21.4.0 | attrs==22.1.0
binaryornot==0.4.4 <
boto3==1.26.60 | boto3==1.26.68
botocore==1.29.60 | botocore==1.27.59
cffi==1.15.0 | cffi==1.15.1
chardet==5.0.0 | charset-normalizer==2.1.1
charset-normalizer==2.1.0 <
clang==5.0 <
cloudpickle==2.1.0 | cloud-tpu-client==0.10
> cloudpickle==2.2.0
cmake==3.22.5 | cmake==3.24.1.1
conda==22.9.0 | conda==4.14.0
> conda-content-trust==0+unknown
contextily==1.2.0 | contextily==1.3.0
cookiecutter==2.1.1 <
cryptography==37.0.2 | cryptography==37.0.4
cudf==21.10.1 <
cuml==21.10.2 | cupy-cuda113==10.6.0
cupy==9.6.0 <
cupy-cuda110==11.5.0 <
cytoolz==0.12.0 | cytoolz==0.12.1
dask-cudf==21.10.1 <
dataclasses==0.8 <
datashader==0.14.3 | datashader==0.14.4
debugpy==1.6.0 | debugpy==1.6.3
dlib==19.24.0 <
earthengine-api==0.1.338 | earthengine-api==0.1.340
fastapi==0.89.1 | fastapi==0.90.1
fastcore==1.5.27 | fastcore==1.5.28
fastjsonschema==2.15.3 | fastjsonschema==2.16.1
fastrlock==0.8 | fastrlock==0.8.1
Fiona==1.9.0 | Fiona==1.8.22
fonttools==4.33.3 | fonttools==4.37.1
frozenlist==1.3.0 | frozenlist==1.3.1
gcsfs==2022.5.0 | gcsfs==2022.8.2
google-api-core==1.31.5 | google-api-core==1.33.0
google-api-python-client==2.52.0 | google-api-python-client==2.61.0
google-cloud-appengine-logging==1.1.2 | google-cloud-appengine-logging==1.1.4
google-cloud-audit-log==0.2.2 | google-cloud-audit-log==0.2.4
google-cloud-bigtable==2.10.1 | google-cloud-bigquery-storage==2.13.2
> google-cloud-bigtable==2.11.3
google-cloud-dataproc==4.0.3 | google-cloud-dataproc==5.0.1
google-cloud-datastore==2.7.1 | google-cloud-datastore==2.8.1
google-cloud-dlp==3.7.1 | google-cloud-dlp==3.9.0
google-cloud-firestore==2.5.3 | google-cloud-firestore==2.6.1
google-cloud-kms==2.11.2 | google-cloud-kms==2.12.1
google-cloud-language==2.4.3 | google-cloud-language==2.5.2
google-cloud-logging==3.1.2 | google-cloud-logging==3.2.2
google-cloud-monitoring==2.9.2 | google-cloud-monitoring==2.11.1
google-cloud-pubsub==2.13.0 | google-cloud-pubsub==2.13.6
google-cloud-pubsublite==1.4.2 | google-cloud-pubsublite==1.4.3
google-cloud-recommendations-ai==0.2.0 | google-cloud-recommendations-ai==0.7.1
google-cloud-resource-manager==1.5.1 | google-cloud-resource-manager==1.6.1
google-cloud-scheduler==2.6.4 | google-cloud-scheduler==2.7.1
google-cloud-spanner==3.15.1 | google-cloud-spanner==3.20.0
google-cloud-speech==2.14.1 | google-cloud-speech==2.15.1
google-cloud-tasks==2.9.1 | google-cloud-tasks==2.10.2
google-cloud-translate==3.7.4 | google-cloud-translate==3.8.2
google-cloud-videointelligence==2.7.1 | google-cloud-videointelligence==2.8.1
google-cloud-vision==2.7.3 | google-cloud-vision==2.8.0
googleapis-common-protos==1.56.3 | googleapis-common-protos==1.56.4
greenlet==1.1.2 | greenlet==1.1.3
grpcio==1.51.1 | grpcio==1.48.1
grpcio-status==1.47.0 | grpcio-status==1.48.1
h2o==3.38.0.4 | h2o==3.40.0.1
h5py==3.8.0 | h5py==3.7.0
humanize==4.5.0 | humanize==4.6.0
ImageHash==4.2.1 | ImageHash==4.3.0
imageio==2.19.3 | imageio==2.21.3
implicit==0.4.4 | implicit==0.5.2
ipykernel==6.15.0 | ipykernel==6.15.3
> jaraco.classes==3.2.2
jinja2-time==0.2.0 <
jsonschema==4.6.1 | jsonschema==4.16.0
jupyter-client==7.3.4 | jupyter_client==7.3.5
jupyter-core==4.10.0 | jupyter_core==4.11.1
jupyter-server==1.18.0 | jupyter-server==1.18.1
jupyter-server-mathjax==0.2.5 | jupyter-server-mathjax==0.2.6
jupyter-server-proxy==3.2.1 | jupyter-server-proxy==3.2.2
jupyterlab-git==0.37.1 | jupyterlab-git==0.39.2
jupyterlab-widgets==1.1.1 | jupyterlab-widgets==3.0.3
jupytext==1.13.8 | jupytext==1.14.0
keras==2.6.0 | keras==2.9.0
keras-tuner==1.1.2 | keras-tuner==1.1.3
keyring==23.6.0 | keyring==23.9.1
keyrings.google-artifactregistry-auth==1.0.0 | keyrings.google-artifactregistry-auth==1.1.1
kiwisolver==1.4.3 | kiwisolver==1.4.4
kubernetes==24.2.0 <
> libclang==14.0.6
> libmambapy==0.25.0
lxml==4.9.2 | lxml==4.9.1
mapclassify==23.1 | mamba==0.25.0
> mapclassify==2.5.0
Markdown==3.3.7 | Markdown==3.4.1
matplotlib==3.5.2 | matplotlib==3.5.3
matplotlib-inline==0.1.3 | matplotlib-inline==0.1.6
more-itertools==9.0.0 | more-itertools==8.14.0
mxnet-cu110==1.9.1 | mxnet-cu112==1.9.1
nbclassic==0.3.7 | nbclassic==0.4.3
nbformat==5.4.0 | nbformat==5.5.0
networkx==2.5 | networkx==2.7
nnabla==1.33.0 | nnabla==1.33.1
nnabla-ext-cuda110==1.33.0 | nnabla-ext-cuda110==1.33.1
nvtx==0.2.3 <
oauthlib==3.2.0 | oauthlib==3.2.1
onnx==1.12.0 | onnx==1.13.0
openpyxl==3.0.10 | openpyxl==3.1.0
orjson==3.7.5 | orjson==3.8.0
overrides==6.1.0 | overrides==6.2.0
panel==0.14.2 | panel==0.14.3
> patchelf==0.17.2.0
pathspec==0.9.0 | pathspec==0.10.1
Pillow==9.1.1 | Pillow==9.2.0
pip==22.1.2 | pip==22.2.2
platformdirs==2.5.1 | pkgutil_resolve_name==1.3.10
> platformdirs==2.5.2
prettytable==3.3.0 | prettytable==3.4.1
prompt-toolkit==3.0.30 | prompt-toolkit==3.0.31
proto-plus==1.20.6 | proto-plus==1.22.1
protobuf==3.19.4 | protobuf==3.20.3
psutil==5.9.1 | psutil==5.9.2
pyarrow==5.0.0 | pyarrow==9.0.0
PyAstronomy==0.18.0 | PyAstronomy==0.18.1
pylint==2.15.10 | pylint==2.16.1
pypdf==3.3.0 | pypdf==3.4.0
> PyQt5==5.15.7
> PyQt5-sip==12.11.0
python-slugify==6.1.2 | python-slugify==8.0.0
python-utils==3.4.5 | python-utils==3.5.2
pytz==2022.1 | pytz==2022.2.1
pyzmq==23.2.0 | pyzmq==23.2.1
qtconsole==5.3.1 | qtconsole==5.3.2
QtPy==2.1.0 | QtPy==2.2.0
rasterstats==0.17.0 | rasterstats==0.17.1
rmm==21.10.1 <
rsa==4.8 | rsa==4.9
scattertext==0.1.11 | scattertext==0.1.12
seaborn==0.11.2 | seaborn==0.12.0
SecretStorage==3.3.2 | SecretStorage==3.3.3
sentry-sdk==1.14.0 | sentry-sdk==1.15.0
simplejson==3.18.1 | simplejson==3.18.3
six==1.15.0 | sip==6.6.2
> six==1.16.0
sniffio==1.2.0 | sniffio==1.3.0
soupsieve==2.3.1 | soupsieve==2.3.2.post1
SQLAlchemy==1.4.39 | SQLAlchemy==1.4.41
starlette==0.22.0 | starlette==0.23.1
tensorboard==2.6.0 | tensorboard==2.9.1
tensorflow==2.6.4 | tensorflow==2.9.2
tensorflow-addons==0.14.0 | tensorflow-addons==0.17.1
tensorflow-cloud==0.1.14 | tensorflow-cloud==0.1.16
tensorflow-datasets==4.3.0 | tensorflow-datasets==4.4.0
tensorflow-decision-forests==0.2.0 | tensorflow-decision-forests==0.2.7
tensorflow-estimator==2.6.0 | tensorflow-estimator==2.9.0
tensorflow-gcs-config==2.6.0 | tensorflow-gcs-config==2.9.1
tensorflow-io==0.21.0 | tensorflow-io==0.23.1
tensorflow-metadata==1.9.0 | tensorflow-io-gcs-filesystem==0.27.0
> tensorflow-metadata==1.10.0
tensorflow-serving-api==2.9.0 | tensorflow-serving-api==2.10.0
tensorflow-transform==1.9.0 | tensorflow-text==2.9.0
> tensorflow-transform==1.10.1
tfx-bsl==1.9.0 | tfx-bsl==1.10.1
torch==1.11.0 | torch==1.12.0
torchaudio==0.11.0 | torchaudio==0.12.0
torchtext==0.12.0 | torchtext==0.13.0
torchvision==0.12.0 | torchvision==0.13.0
tornado==6.1 | tornado==6.2
tqdm==4.64.0 | tqdm==4.64.1
traceml==1.0.7 | traceml==1.0.8
traitlets==5.3.0 | traitlets==5.4.0
treelite==2.1.0 <
treelite-runtime==2.1.0 <
typing-utils==0.1.0 <
ucx-py==0.22.1+33.g9971bd1 | ujson==5.7.0
ujson==5.3.0 <
Unidecode==1.3.4 | Unidecode==1.3.6
urllib3==1.26.14 | urllib3==1.26.11
virtualenv==20.17.1 | virtualenv==20.19.0
vowpalwabbit==9.6.0 | vowpalwabbit==9.7.0
websocket-client==1.3.3 | websocket-client==1.4.1
widgetsnbextension==3.6.1 | widgetsnbextension==3.6.2
wrapt==1.12.1 | wrapt==1.14.1
> wurlitzer==3.0.3
zipp==3.8.0 | zipp==3.8.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.4 LTS | Ubuntu 20.04.5 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11ubuntu5.5 | base-files==11ubuntu5.6
cuda-command-line-tools-11-0==11.0.3-1 | cuda-command-line-tools-11-3==11.3.1-1
cuda-compat-11-0==450.191.01-1 | cuda-compat-11-3==465.19.01-1
cuda-compiler-11-0==11.0.3-1 | cuda-compiler-11-3==11.3.1-1
cuda-cudart-11-0==11.0.221-1 | cuda-cudart-11-3==11.3.109-1
cuda-cudart-dev-11-0==11.0.221-1 | cuda-cudart-dev-11-3==11.3.109-1
cuda-cuobjdump-11-0==11.0.221-1 | cuda-cuobjdump-11-3==11.3.58-1
cuda-cupti-11-0==11.0.221-1 | cuda-cupti-11-3==11.3.111-1
cuda-cupti-dev-11-0==11.0.221-1 | cuda-cupti-dev-11-3==11.3.111-1
cuda-driver-dev-11-0==11.0.221-1 | cuda-cuxxfilt-11-3==11.3.58-1
cuda-gdb-11-0==11.0.221-1 | cuda-driver-dev-11-3==11.3.109-1
cuda-libraries-11-0==11.0.3-1 | cuda-gdb-11-3==11.3.109-1
cuda-libraries-dev-11-0==11.0.3-1 | cuda-libraries-11-3==11.3.1-1
cuda-memcheck-11-0==11.0.221-1 | cuda-libraries-dev-11-3==11.3.1-1
cuda-minimal-build-11-0==11.0.3-1 | cuda-memcheck-11-3==11.3.109-1
cuda-nvcc-11-0==11.0.221-1 | cuda-minimal-build-11-3==11.3.1-1
cuda-nvdisasm-11-0==11.0.221-1 | cuda-nvcc-11-3==11.3.109-1
cuda-nvml-dev-11-0==11.0.167-1 | cuda-nvdisasm-11-3==11.3.58-1
cuda-nvprof-11-0==11.0.221-1 | cuda-nvml-dev-11-3==11.3.58-1
cuda-nvprune-11-0==11.0.221-1 | cuda-nvprof-11-3==11.3.111-1
cuda-nvrtc-11-0==11.0.221-1 | cuda-nvprune-11-3==11.3.58-1
cuda-nvrtc-dev-11-0==11.0.221-1 | cuda-nvrtc-11-3==11.3.109-1
cuda-nvtx-11-0==11.0.167-1 | cuda-nvrtc-dev-11-3==11.3.109-1
cuda-sanitizer-11-0==11.0.221-1 | cuda-nvtx-11-3==11.3.109-1
curl==7.68.0-1ubuntu2.12 | cuda-sanitizer-11-3==11.3.111-1
> cuda-thrust-11-3==11.3.109-1
> cuda-toolkit-11-3-config-common==11.3.109-1
> cuda-toolkit-11-config-common==11.7.99-1
> cuda-toolkit-config-common==11.7.99-1
> curl==7.68.0-1ubuntu2.13
dirmngr==2.2.19-3ubuntu2.1 | dirmngr==2.2.19-3ubuntu2.2
dpkg==1.19.7ubuntu3 | dpkg==1.19.7ubuntu3.2
dpkg-dev==1.19.7ubuntu3 | dpkg-dev==1.19.7ubuntu3.2
e2fsprogs==1.45.5-2ubuntu1 | e2fsprogs==1.45.5-2ubuntu1.1
gcsfuse==0.41.4 | gcsfuse==0.41.6
git==1:2.25.1-1ubuntu3.4 | git==1:2.25.1-1ubuntu3.5
git-man==1:2.25.1-1ubuntu3.4 | git-man==1:2.25.1-1ubuntu3.5
gnupg==2.2.19-3ubuntu2.1 | gnupg==2.2.19-3ubuntu2.2
gnupg-l10n==2.2.19-3ubuntu2.1 | gnupg-l10n==2.2.19-3ubuntu2.2
gnupg-utils==2.2.19-3ubuntu2.1 | gnupg-utils==2.2.19-3ubuntu2.2
gnupg2==2.2.19-3ubuntu2.1 | gnupg2==2.2.19-3ubuntu2.2
google-cloud-sdk==392.0.0-0 | google-cloud-sdk==402.0.0-0
gpg==2.2.19-3ubuntu2.1 | gpg==2.2.19-3ubuntu2.2
gpg-agent==2.2.19-3ubuntu2.1 | gpg-agent==2.2.19-3ubuntu2.2
gpg-wks-client==2.2.19-3ubuntu2.1 | gpg-wks-client==2.2.19-3ubuntu2.2
gpg-wks-server==2.2.19-3ubuntu2.1 | gpg-wks-server==2.2.19-3ubuntu2.2
gpgconf==2.2.19-3ubuntu2.1 | gpgconf==2.2.19-3ubuntu2.2
gpgsm==2.2.19-3ubuntu2.1 | gpgsm==2.2.19-3ubuntu2.2
gpgv==2.2.19-3ubuntu2.1 | gpgv==2.2.19-3ubuntu2.2
libc-bin==2.31-0ubuntu9.7 | libc-bin==2.31-0ubuntu9.9
libcom-err2:amd64==1.45.5-2ubuntu1 | libcom-err2:amd64==1.45.5-2ubuntu1.1
libcublas-11-0==11.2.0.252-1 | libcublas-11-3==11.5.1.109-1
libcublas-dev-11-0==11.2.0.252-1 | libcublas-dev-11-3==11.5.1.109-1
libcudnn8==8.0.5.39-1+cuda11.0 | libcudnn8==8.2.0.53-1+cuda11.3
libcudnn8-dev==8.0.5.39-1+cuda11.0 | libcudnn8-dev==8.2.0.53-1+cuda11.3
libcufft-11-0==10.2.1.245-1 | libcufft-11-3==10.4.2.109-1
libcufft-dev-11-0==10.2.1.245-1 | libcufft-dev-11-3==10.4.2.109-1
libcurand-11-0==10.2.1.245-1 | libcurand-11-3==10.2.4.109-1
libcurand-dev-11-0==10.2.1.245-1 | libcurand-dev-11-3==10.2.4.109-1
libcurl3-gnutls:amd64==7.68.0-1ubuntu2.12 | libcurl3-gnutls:amd64==7.68.0-1ubuntu2.13
libcurl4:amd64==7.68.0-1ubuntu2.12 | libcurl4:amd64==7.68.0-1ubuntu2.13
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.12 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.13
libcusolver-11-0==10.6.0.245-1 | libcusolver-11-3==11.1.2.109-1
libcusolver-dev-11-0==10.6.0.245-1 | libcusolver-dev-11-3==11.1.2.109-1
libcusparse-11-0==11.1.1.245-1 | libcusparse-11-3==11.6.0.109-1
libcusparse-dev-11-0==11.1.1.245-1 | libcusparse-dev-11-3==11.6.0.109-1
libdpkg-perl==1.19.7ubuntu3 | libdpkg-perl==1.19.7ubuntu3.2
libext2fs2:amd64==1.45.5-2ubuntu1 | libext2fs2:amd64==1.45.5-2ubuntu1.1
libgdk-pixbuf2.0-0:amd64==2.40.0+dfsg-3ubuntu0.2 | libgdk-pixbuf2.0-0:amd64==2.40.0+dfsg-3ubuntu0.4
libgdk-pixbuf2.0-common==2.40.0+dfsg-3ubuntu0.2 | libgdk-pixbuf2.0-common==2.40.0+dfsg-3ubuntu0.4
libgnutls30:amd64==3.6.13-2ubuntu1.6 | libgnutls30:amd64==3.6.13-2ubuntu1.7
libgstreamer1.0-0:amd64==1.16.2-2 | libgstreamer1.0-0:amd64==1.16.3-0ubuntu1.1
libharfbuzz-icu0:amd64==2.6.4-1ubuntu4 | libharfbuzz-icu0:amd64==2.6.4-1ubuntu4.2
libharfbuzz0b:amd64==2.6.4-1ubuntu4 | libharfbuzz0b:amd64==2.6.4-1ubuntu4.2
libnccl-dev==2.12.10-1+cuda11.0 | libnccl-dev==2.9.9-1+cuda11.3
libnccl2==2.12.10-1+cuda11.0 | libnccl2==2.9.9-1+cuda11.3
libnpp-11-0==11.1.0.245-1 | libnpp-11-3==11.3.3.95-1
libnpp-dev-11-0==11.1.0.245-1 | libnpp-dev-11-3==11.3.3.95-1
> libnuma-dev:amd64==2.0.12-1
libnvinfer-plugin8==8.4.1-1+cuda11.6 | libnvinfer-plugin8==8.4.3-1+cuda11.6
libnvinfer8==8.4.1-1+cuda11.6 | libnvinfer8==8.4.3-1+cuda11.6
libnvjpeg-11-0==11.1.1.245-1 | libnvjpeg-11-3==11.5.0.109-1
libnvjpeg-dev-11-0==11.1.1.245-1 | libnvjpeg-dev-11-3==11.5.0.109-1
libnvonnxparsers8==8.4.1-1+cuda11.6 | libnvonnxparsers8==8.4.3-1+cuda11.6
libnvparsers8==8.4.1-1+cuda11.6 | libnvparsers8==8.4.3-1+cuda11.6
libpcre3:amd64==2:8.39-12build1 | libpcre3:amd64==2:8.39-12ubuntu0.1
libpython3.8:amd64==3.8.10-0ubuntu1~20.04.4 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.5
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.4 | libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.5
libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.4 | libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.5
libsepol1:amd64==3.0-1 | libsepol1:amd64==3.0-1ubuntu0.1
libss2:amd64==1.45.5-2ubuntu1 | libss2:amd64==1.45.5-2ubuntu1.1
libssl1.1:amd64==1.1.1f-1ubuntu2.13 | libssl1.1:amd64==1.1.1f-1ubuntu2.16
libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.3 | libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.4
libudev1:amd64==245.4-4ubuntu3.16 | libudev1:amd64==245.4-4ubuntu3.17
libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.3 | libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.4
linux-libc-dev:amd64==5.4.0-110.124 | linux-libc-dev:amd64==5.4.0-125.141
login==1:4.8.1-1ubuntu5.20.04.1 | login==1:4.8.1-1ubuntu5.20.04.2
logsave==1.45.5-2ubuntu1 | logsave==1.45.5-2ubuntu1.1
openssl==1.1.1f-1ubuntu2.13 | openssl==1.1.1f-1ubuntu2.16
passwd==1:4.8.1-1ubuntu5.20.04.1 | passwd==1:4.8.1-1ubuntu5.20.04.2
python-apt-common==2.0.0ubuntu0.20.04.7 | python-apt-common==2.0.0ubuntu0.20.04.8
python3-apt==2.0.0ubuntu0.20.04.7 | python3-apt==2.0.0ubuntu0.20.04.8
python3-libnvinfer==8.4.1-1+cuda11.6 | python3-libnvinfer==8.4.3-1+cuda11.6
python3.8==3.8.10-0ubuntu1~20.04.4 | python3.8==3.8.10-0ubuntu1~20.04.5
python3.8-minimal==3.8.10-0ubuntu1~20.04.4 | python3.8-minimal==3.8.10-0ubuntu1~20.04.5
rsync==3.1.3-8ubuntu0.3 | rsync==3.1.3-8ubuntu0.4
tzdata==2022a-0ubuntu0.20.04 | tzdata==2022c-0ubuntu0.20.04.0
xserver-common==2:1.20.13-1ubuntu1~20.04.5 | xserver-common==2:1.20.13-1ubuntu1~20.04.6
xvfb==2:1.20.13-1ubuntu1~20.04.5 | xvfb==2:1.20.13-1ubuntu1~20.04.6