v100 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v100
== Comparing pip freeze ==
aiobotocore==1.2.2 | aiobotocore==1.3.0
aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a | aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a
allennlp==2.2.0 | allennlp==2.3.0
arrow @ file:///home/conda/feedstock_root/build_artifacts/arr | arrow @ file:///home/conda/feedstock_root/build_artifacts/arr
astropy @ file:///home/conda/feedstock_root/build_artifacts/a <
backports.functools-lru-cache==1.6.1 | backports.functools-lru-cache @ file:///home/conda/feedstock_
bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok | bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok
boto3==1.17.40 | boto3==1.17.53
botocore==1.20.40 | botocore==1.20.53
Bottleneck @ file:///home/conda/feedstock_root/build_artifact <
bqplot==0.12.23 | bqplot==0.12.25
caip-notebooks-serverextension @ file:///opt/conda/conda-bld/ | caip-notebooks-serverextension @ file:///opt/conda/conda-bld/
catalyst==21.3.2 | catalyst==21.4.1
catboost==0.25 | catboost==0.25.1
chardet @ file:///home/conda/feedstock_root/build_artifacts/c | chardet @ file:///home/conda/feedstock_root/build_artifacts/c
colorlog==4.8.0 | colorlog==5.0.1
conda==4.9.2 | conda==4.10.1
cryptography @ file:///home/conda/feedstock_root/build_artifa | cryptography @ file:///home/conda/feedstock_root/build_artifa
cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy | cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy
cupy-cuda102==8.6.0 | cupy-cuda110==8.6.0
Cython==0.29.22 | Cython==0.29.23
dask @ file:///home/conda/feedstock_root/build_artifacts/dask | dask @ file:///home/conda/feedstock_root/build_artifacts/dask
defusedxml==0.6.0 | defusedxml @ file:///home/conda/feedstock_root/build_artifact
Deprecated @ file:///home/conda/feedstock_root/build_artifact | Deprecated @ file:///home/conda/feedstock_root/build_artifact
distributed @ file:///home/conda/feedstock_root/build_artifac | distributed @ file:///home/conda/feedstock_root/build_artifac
dm-tree==0.1.5 | dm-tree==0.1.6
docker @ file:///home/conda/feedstock_root/build_artifacts/do | docker @ file:///home/conda/feedstock_root/build_artifacts/do
docutils==0.16 | docutils==0.17.1
earthengine-api==0.1.258 | earthengine-api==0.1.261
fastai==2.2.7 | fastai==2.3.0
fastavro @ file:///home/conda/feedstock_root/build_artifacts/ | fastavro @ file:///home/conda/feedstock_root/build_artifacts/
featuretools==0.23.2 | featuretools==0.23.3
flake8==3.9.0 | flake8==3.9.1
fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs | fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs
gensim==4.0.0 | gensim==4.0.1
gitdb @ file:///home/conda/feedstock_root/build_artifacts/git | gitdb @ file:///home/conda/feedstock_root/build_artifacts/git
GitPython @ file:///home/conda/feedstock_root/build_artifacts | GitPython @ file:///home/conda/feedstock_root/build_artifacts
gluoncv==0.10.1 | gluoncv==0.10.1.post0
google-api-core @ file:///Users/runner/miniforge3/conda-bld/g | google-api-core @ file:///home/conda/feedstock_root/build_art
google-auth @ file:///home/conda/feedstock_root/build_artifac | google-auth @ file:///home/conda/feedstock_root/build_artifac
google-auth-oauthlib @ file:///home/conda/feedstock_root/buil | google-auth-oauthlib @ file:///home/conda/feedstock_root/buil
google-cloud-aiplatform @ git+https://github.com/googleapis/p | google-cloud-aiplatform @ git+https://github.com/googleapis/p
google-cloud-translate==3.0.2 | google-cloud-translate==3.1.0
google-cloud-videointelligence==2.0.0 | google-cloud-videointelligence==2.1.0
google-cloud-vision==2.2.0 | google-cloud-vision==2.3.1
googleapis-common-protos @ file:///home/conda/feedstock_root/ | googleapis-common-protos @ file:///home/conda/feedstock_root/
> greenlet @ file:///home/conda/feedstock_root/build_artifacts/
holidays==0.10.5.2 | holidays==0.11.1
holoviews==1.14.2 | holoviews==1.14.3
humanize==3.3.0 | humanize==3.4.1
hypothesis==6.8.3 | hypothesis==6.10.0
imagecodecs==2021.2.26 | imagecodecs==2021.3.31
importlib-metadata @ file:///home/conda/feedstock_root/build_ | importlib-metadata==3.4.0
ipykernel==5.1.1 | ipykernel @ file:///home/conda/feedstock_root/build_artifacts
ipython @ file:///home/conda/feedstock_root/build_artifacts/i | ipympl==0.7.0
> ipython @ file:///home/conda/feedstock_root/build_artifacts/i
jax==0.2.6 | jax==0.2.12
jaxlib==0.1.57+cuda102 | jaxlib==0.1.64+cuda110
jedi==0.17.2 | jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi
jsonpickle==2.0.0 | jsonschema @ file:///home/conda/feedstock_root/build_artifact
jsonschema @ file:///home/conda/feedstock_root/build_artifact | jupyter-client @ file:///home/conda/feedstock_root/build_arti
jupyter==1.0.0 <
jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/ <
jupyter-client @ file:///home/conda/feedstock_root/build_arti <
learntools @ git+https://github.com/Kaggle/learntools@e0e6040 | learntools @ git+https://github.com/Kaggle/learntools@3d21e2e
lightgbm==3.1.1 | lightgbm==3.2.0
line-profiler==3.2.0 | line-profiler==3.1.0
llvmlite==0.35.0 | llvmlite==0.36.0
lmdb==1.1.1 | lmdb==1.2.0
Markdown @ file:///home/conda/feedstock_root/build_artifacts/ | Markdown @ file:///home/conda/feedstock_root/build_artifacts/
matplotlib==3.4.0 | matplotlib==3.4.1
mne==0.22.0 | mne==0.22.1
multimethod @ file:///home/conda/feedstock_root/build_artifac <
mxnet-cu102==1.8.0.post0 | mxnet-cu110==1.8.0.post0
nbclient @ file:///home/conda/feedstock_root/build_artifacts/ | nbclient @ file:///home/conda/feedstock_root/build_artifacts/
nnabla==1.13.0 | nnabla==1.19.0
nnabla-ext-cuda102==1.13.0 | nnabla-ext-cuda110==1.19.0
notebook==5.5.0 | notebook @ file:///home/conda/feedstock_root/build_artifacts/
notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16 | notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16
numba @ file:///home/conda/feedstock_root/build_artifacts/num | numba @ file:///home/conda/feedstock_root/build_artifacts/num
optuna==2.6.0 | optuna==2.7.0
pandas-profiling @ file:///home/conda/feedstock_root/build_ar | pandas-profiling @ file:///home/conda/feedstock_root/build_ar
panel==0.11.1 | panel==0.11.3
papermill @ file:///home/conda/feedstock_root/build_artifacts | papermill @ file:///home/conda/feedstock_root/build_artifacts
parso==0.7.1 | parso @ file:///home/conda/feedstock_root/build_artifacts/par
partd==1.1.0 | partd @ file:///home/conda/feedstock_root/build_artifacts/par
phik @ file:///home/conda/feedstock_root/build_artifacts/phik | phik @ file:///home/conda/feedstock_root/build_artifacts/phik
prettytable @ file:///home/conda/feedstock_root/build_artifac | prettytable @ file:///home/conda/feedstock_root/build_artifac
prompt-toolkit @ file:///home/conda/feedstock_root/build_arti | prompt-toolkit @ file:///home/conda/feedstock_root/build_arti
protobuf==3.15.6 | protobuf==3.15.8
pycuda==2020.1 | pycuda==2021.1
pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py <
Pygments @ file:///home/conda/feedstock_root/build_artifacts/ | Pygments @ file:///home/conda/feedstock_root/build_artifacts/
> pynvml==8.0.4
PyPrind==2.11.2 | PyPrind==2.11.3
pytest==6.2.2 | pytest==6.2.3
pytools==2021.2.1 | pytools==2021.2.3
pytorch-lightning==1.2.5 | pytorch-lightning==1.2.8
pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz | pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz
rasterio==1.2.1 | rasterio==1.2.2
regex @ file:///home/conda/feedstock_root/build_artifacts/reg | regex @ file:///home/conda/feedstock_root/build_artifacts/reg
rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1 | rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1
s3fs==0.5.2 | s3fs==0.6.0
s3transfer==0.3.6 | s3transfer==0.3.7
sacremoses==0.0.43 | sacremoses==0.0.45
scs==2.1.2 | scs==2.1.3
spectral==0.22.1 | spectral==0.22.2
SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact | SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact
sympy==1.7.1 | sympy==1.8
tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui | tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui
tenacity @ file:///home/conda/feedstock_root/build_artifacts/ | tenacity @ file:///home/conda/feedstock_root/build_artifacts/
tensorboardX==2.1 | tensorboardX==2.2
tensorflow-hub==0.11.0 | tensorflow-hub==0.12.0
tensorflow-probability==0.12.1 | tensorflow-probability==0.12.2
terminado @ file:///home/conda/feedstock_root/build_artifacts | terminado @ file:///home/conda/feedstock_root/build_artifacts
tifffile==2021.3.17 | tifffile==2021.4.8
tokenizers==0.10.1 | tokenizers==0.10.2
tornado==5.0.2 | tornado @ file:///home/conda/feedstock_root/build_artifacts/t
tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm | tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm
transformers==4.4.2 | transformers==4.5.1
typeguard==2.11.1 | typeguard==2.12.0
urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u | urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u
visions==0.4.4 | visions @ file:///home/conda/feedstock_root/build_artifacts/v
vowpalwabbit==8.9.0 | vowpalwabbit==8.10.1
Wand==0.5.3 | Wand==0.6.6
wandb==0.10.23 | wandb==0.10.26
xgboost==1.3.3 | xgboost==1.4.0
zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp | zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt-transport-https==1.6.12ubuntu0.2 | apt-transport-https==1.6.13
binutils==2.30-21ubuntu1~18.04.4 | binutils==2.30-21ubuntu1~18.04.5
binutils-common:amd64==2.30-21ubuntu1~18.04.4 | binutils-common:amd64==2.30-21ubuntu1~18.04.5
binutils-x86-64-linux-gnu==2.30-21ubuntu1~18.04.4 | binutils-x86-64-linux-gnu==2.30-21ubuntu1~18.04.5
cuda-command-line-tools-10-2==10.2.89-1 | cuda-command-line-tools-11-0==11.0.3-1
cuda-compiler-10-2==10.2.89-1 | cuda-compiler-11-0==11.0.3-1
cuda-cudart-10-2==10.2.89-1 | cuda-cudart-11-0==11.0.221-1
cuda-cudart-dev-10-2==10.2.89-1 | cuda-cudart-dev-11-0==11.0.221-1
cuda-cufft-10-2==10.2.89-1 | cuda-cuobjdump-11-0==11.0.221-1
cuda-cufft-dev-10-2==10.2.89-1 | cuda-cupti-11-0==11.0.221-1
cuda-cuobjdump-10-2==10.2.89-1 | cuda-cupti-dev-11-0==11.0.221-1
cuda-cupti-10-2==10.2.89-1 | cuda-driver-dev-11-0==11.0.221-1
cuda-cupti-dev-10-2==10.2.89-1 | cuda-gdb-11-0==11.0.221-1
cuda-curand-10-2==10.2.89-1 | cuda-libraries-11-0==11.0.3-1
cuda-curand-dev-10-2==10.2.89-1 | cuda-libraries-dev-11-0==11.0.3-1
cuda-cusolver-10-2==10.2.89-1 | cuda-memcheck-11-0==11.0.221-1
cuda-cusolver-dev-10-2==10.2.89-1 | cuda-minimal-build-11-0==11.0.3-1
cuda-cusparse-10-2==10.2.89-1 | cuda-nvcc-11-0==11.0.221-1
cuda-cusparse-dev-10-2==10.2.89-1 | cuda-nvdisasm-11-0==11.0.221-1
cuda-driver-dev-10-2==10.2.89-1 | cuda-nvml-dev-11-0==11.0.167-1
cuda-gdb-10-2==10.2.89-1 | cuda-nvprof-11-0==11.0.221-1
cuda-libraries-10-2==10.2.89-1 | cuda-nvprune-11-0==11.0.221-1
cuda-libraries-dev-10-2==10.2.89-1 | cuda-nvrtc-11-0==11.0.221-1
cuda-license-10-2==10.2.89-1 | cuda-nvrtc-dev-11-0==11.0.221-1
cuda-memcheck-10-2==10.2.89-1 | cuda-nvtx-11-0==11.0.167-1
cuda-minimal-build-10-2==10.2.89-1 | cuda-sanitizer-11-0==11.0.221-1
cuda-misc-headers-10-2==10.2.89-1 <
cuda-npp-10-2==10.2.89-1 <
cuda-npp-dev-10-2==10.2.89-1 <
cuda-nvcc-10-2==10.2.89-1 <
cuda-nvdisasm-10-2==10.2.89-1 <
cuda-nvgraph-10-2==10.2.89-1 <
cuda-nvgraph-dev-10-2==10.2.89-1 <
cuda-nvjpeg-10-2==10.2.89-1 <
cuda-nvjpeg-dev-10-2==10.2.89-1 <
cuda-nvml-dev-10-2==10.2.89-1 <
cuda-nvprof-10-2==10.2.89-1 <
cuda-nvprune-10-2==10.2.89-1 <
cuda-nvrtc-10-2==10.2.89-1 <
cuda-nvrtc-dev-10-2==10.2.89-1 <
cuda-nvtx-10-2==10.2.89-1 <
cuda-sanitizer-api-10-2==10.2.89-1 <
gcsfuse==0.33.1 | gcsfuse==0.34.0
git==1:2.17.1-1ubuntu0.7 | git==1:2.17.1-1ubuntu0.8
git-man==1:2.17.1-1ubuntu0.7 | git-man==1:2.17.1-1ubuntu0.8
google-cloud-sdk==333.0.0-0 | google-cloud-sdk==336.0.0-0
gpg==2.2.4-1ubuntu1.3 | gpg==2.2.4-1ubuntu1.4
gpg-agent==2.2.4-1ubuntu1.3 | gpg-agent==2.2.4-1ubuntu1.4
gpgconf==2.2.4-1ubuntu1.3 | gpgconf==2.2.4-1ubuntu1.4
gpgv==2.2.4-1ubuntu1.3 | gpgv==2.2.4-1ubuntu1.4
libaudit-common==1:2.8.2-1ubuntu1 | libaudit-common==1:2.8.2-1ubuntu1.1
libaudit1:amd64==1:2.8.2-1ubuntu1 | libaudit1:amd64==1:2.8.2-1ubuntu1.1
libbinutils:amd64==2.30-21ubuntu1~18.04.4 | libbinutils:amd64==2.30-21ubuntu1~18.04.5
libcublas-dev==10.2.3.254-1 | libcublas-11-0==11.2.0.252-1
libcublas10==10.2.3.254-1 | libcublas-dev-11-0==11.2.0.252-1
libcudnn7==7.6.5.32-1+cuda10.2 | libcudnn8==8.0.4.30-1+cuda11.0
libcudnn7-dev==7.6.5.32-1+cuda10.2 | libcudnn8-dev==8.0.4.30-1+cuda11.0
> libcufft-11-0==10.2.1.245-1
> libcufft-dev-11-0==10.2.1.245-1
> libcurand-11-0==10.2.1.245-1
> libcurand-dev-11-0==10.2.1.245-1
> libcusolver-11-0==10.6.0.245-1
> libcusolver-dev-11-0==10.6.0.245-1
> libcusparse-11-0==11.1.1.245-1
> libcusparse-dev-11-0==11.1.1.245-1
libldap-2.4-2:amd64==2.4.45+dfsg-1ubuntu1.9 | libldap-2.4-2:amd64==2.4.45+dfsg-1ubuntu1.10
libldap-common==2.4.45+dfsg-1ubuntu1.9 | libldap-common==2.4.45+dfsg-1ubuntu1.10
libnccl-dev==2.5.6-1+cuda10.2 | libnccl-dev==2.7.8-1+cuda11.0
libnccl2==2.5.6-1+cuda10.2 | libnccl2==2.7.8-1+cuda11.0
> libnpp-11-0==11.1.0.245-1
> libnpp-dev-11-0==11.1.0.245-1
> libnvjpeg-11-0==11.1.1.245-1
> libnvjpeg-dev-11-0==11.1.1.245-1
libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.7 | libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.9
libsystemd0:amd64==237-3ubuntu10.44 | libsystemd0:amd64==237-3ubuntu10.45
libtiff5:amd64==4.0.9-5ubuntu0.3 | libtiff5:amd64==4.0.9-5ubuntu0.4
libudev1:amd64==237-3ubuntu10.44 | libudev1:amd64==237-3ubuntu10.45
libzstd1:amd64==1.3.3+dfsg-2ubuntu1.1 | libzstd1:amd64==1.3.3+dfsg-2ubuntu1.2
linux-libc-dev:amd64==4.15.0-135.139 | linux-libc-dev:amd64==4.15.0-140.144
openssl==1.1.1-1ubuntu2.1~18.04.7 | openssl==1.1.1-1ubuntu2.1~18.04.9
screen==4.6.2-1ubuntu1 | screen==4.6.2-1ubuntu1.1
xserver-common==2:1.19.6-1ubuntu4.8 | xserver-common==2:1.19.6-1ubuntu4.9
xvfb==2:1.19.6-1ubuntu4.8 | xvfb==2:1.19.6-1ubuntu4.9