v89 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v89
== Comparing pip freeze ==
aiohttp==3.6.2 | aiohttp==3.6.3
bokeh==2.2.1 | bokeh==2.2.2
boto3==1.15.13 | boto3==1.15.18
botocore==1.18.13 | botocore==1.18.18
bqplot==0.12.17 | bqplot==0.12.18
catalyst==20.9.1 | catalyst==20.10.1
catboost==0.24.1 | catboost==0.24.2
colorlog==4.2.1 | colorlog==4.4.0
conda==4.8.5 | conda==4.9.0
configparser==5.0.0 | configparser==5.0.1
contextily==1.0.0 | contextily==1.0.1
cupy-cuda101==8.0.0 | cupy-cuda102==8.0.0
cvxpy==1.1.5 | cvxpy==1.1.6
earthengine-api==0.1.237 | earthengine-api==0.1.238
fastai==2.0.15 | fastai==2.0.16
fastcore==1.0.20 | fastcore==1.2.2
fsspec==0.8.3 | fsspec==0.8.4
jaxlib @ https://storage.googleapis.com/jax-releases/cuda101/ | jaxlib @ https://storage.googleapis.com/jax-releases/cuda102/
kmapper==1.4.0 | kmapper==1.4.1
learntools @ git+https://github.com/Kaggle/learntools@38bb976 | learntools @ git+https://github.com/Kaggle/learntools@e82fd6c
mxnet-cu101==1.7.0 | mxnet-cu102==1.7.0
nnabla==1.8.0 | nnabla==1.12.0
nnabla-ext-cuda101==1.8.0 | nnabla-ext-cuda102==1.12.0
opencensus==0.7.10 | opencensus==0.7.11
opencensus-context==0.1.1 | opencensus-context==0.1.2
ortools==7.8.7959 | ortools==8.0.8283
Pillow==7.2.0 | Pillow==8.0.0
posix-ipc==1.0.4 | posix-ipc==1.0.5
pycairo==1.19.1 | pycairo==1.20.0
pycuda==2019.1.2 | pycuda==2020.1
pyexcel-io==0.5.20 | pyexcel-io==0.6.3
pyexcel-ods==0.5.6 | pyexcel-ods==0.6.0
pykdtree==1.3.1 | pykdtree @ file:///home/conda/feedstock_root/build_artifacts/
Pympler==0.8 | Pympler==0.9
pyperclip==1.8.0 | pyperclip==1.8.1
pytools==2020.4 | pytools==2020.4.3
pytorch-lightning==0.9.0 | pytorch-lightning==1.0.2
scattertext==0.0.2.68 | scattertext==0.0.2.71
sentry-sdk==0.18.0 | sentry-sdk==0.19.1
smart-open==2.2.1 | smart-open==3.0.0
tensorflow @ file:///tmp/tensorflow_gpu/tensorflow-2.3.0-cp37 | tensorflow @ file:///tmp/tensorflow_gpu/tensorflow-2.3.1-cp37
tensorflow-datasets==4.0.0 | tensorflow-datasets==4.0.1
typeguard==2.9.1 | typeguard==2.10.0
wandb==0.10.4 | wandb==0.10.7
xgboost==1.2.0 | xgboost==1.2.1
yarl==1.6.0 | yarl==1.5.1
yellowbrick==1.1 | yellowbrick==1.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
cuda-command-line-tools-10-1==10.1.243-1 | cuda-command-line-tools-10-2==10.2.89-1
cuda-compiler-10-1==10.1.243-1 | cuda-compiler-10-2==10.2.89-1
cuda-cudart-10-1==10.1.243-1 | cuda-cudart-10-2==10.2.89-1
cuda-cudart-dev-10-1==10.1.243-1 | cuda-cudart-dev-10-2==10.2.89-1
cuda-cufft-10-1==10.1.243-1 | cuda-cufft-10-2==10.2.89-1
cuda-cufft-dev-10-1==10.1.243-1 | cuda-cufft-dev-10-2==10.2.89-1
cuda-cuobjdump-10-1==10.1.243-1 | cuda-cuobjdump-10-2==10.2.89-1
cuda-cupti-10-1==10.1.243-1 | cuda-cupti-10-2==10.2.89-1
cuda-curand-10-1==10.1.243-1 | cuda-cupti-dev-10-2==10.2.89-1
cuda-curand-dev-10-1==10.1.243-1 | cuda-curand-10-2==10.2.89-1
cuda-cusolver-10-1==10.1.243-1 | cuda-curand-dev-10-2==10.2.89-1
cuda-cusolver-dev-10-1==10.1.243-1 | cuda-cusolver-10-2==10.2.89-1
cuda-cusparse-10-1==10.1.243-1 | cuda-cusolver-dev-10-2==10.2.89-1
cuda-cusparse-dev-10-1==10.1.243-1 | cuda-cusparse-10-2==10.2.89-1
cuda-driver-dev-10-1==10.1.243-1 | cuda-cusparse-dev-10-2==10.2.89-1
cuda-gdb-10-1==10.1.243-1 | cuda-driver-dev-10-2==10.2.89-1
cuda-gpu-library-advisor-10-1==10.1.243-1 | cuda-gdb-10-2==10.2.89-1
cuda-libraries-10-1==10.1.243-1 | cuda-libraries-10-2==10.2.89-1
cuda-libraries-dev-10-1==10.1.243-1 | cuda-libraries-dev-10-2==10.2.89-1
cuda-license-10-1==10.1.243-1 | cuda-license-10-2==10.2.89-1
cuda-memcheck-10-1==10.1.243-1 | cuda-memcheck-10-2==10.2.89-1
cuda-minimal-build-10-1==10.1.243-1 | cuda-minimal-build-10-2==10.2.89-1
cuda-misc-headers-10-1==10.1.243-1 | cuda-misc-headers-10-2==10.2.89-1
cuda-npp-10-1==10.1.243-1 | cuda-npp-10-2==10.2.89-1
cuda-npp-dev-10-1==10.1.243-1 | cuda-npp-dev-10-2==10.2.89-1
cuda-nvcc-10-1==10.1.243-1 | cuda-nvcc-10-2==10.2.89-1
cuda-nvdisasm-10-1==10.1.243-1 | cuda-nvdisasm-10-2==10.2.89-1
cuda-nvgraph-10-1==10.1.243-1 | cuda-nvgraph-10-2==10.2.89-1
cuda-nvgraph-dev-10-1==10.1.243-1 | cuda-nvgraph-dev-10-2==10.2.89-1
cuda-nvjpeg-10-1==10.1.243-1 | cuda-nvjpeg-10-2==10.2.89-1
cuda-nvjpeg-dev-10-1==10.1.243-1 | cuda-nvjpeg-dev-10-2==10.2.89-1
cuda-nvml-dev-10-1==10.1.243-1 | cuda-nvml-dev-10-2==10.2.89-1
cuda-nvprof-10-1==10.1.243-1 | cuda-nvprof-10-2==10.2.89-1
cuda-nvprune-10-1==10.1.243-1 | cuda-nvprune-10-2==10.2.89-1
cuda-nvrtc-10-1==10.1.243-1 | cuda-nvrtc-10-2==10.2.89-1
cuda-nvrtc-dev-10-1==10.1.243-1 | cuda-nvrtc-dev-10-2==10.2.89-1
cuda-nvtx-10-1==10.1.243-1 | cuda-nvtx-10-2==10.2.89-1
cuda-sanitizer-api-10-1==10.1.243-1 | cuda-sanitizer-api-10-2==10.2.89-1
google-cloud-sdk==313.0.0-0 | google-cloud-sdk==314.0.0-0
libcudnn7==7.6.5.32-1+cuda10.1 | libcudnn7==7.6.5.32-1+cuda10.2
libcudnn7-dev==7.6.5.32-1+cuda10.1 | libcudnn7-dev==7.6.5.32-1+cuda10.2
libnccl-dev==2.5.6-1+cuda10.1 | libnccl-dev==2.5.6-1+cuda10.2
libnccl2==2.5.6-1+cuda10.1 | libnccl2==2.5.6-1+cuda10.2
libpython2.7:amd64==2.7.17-1~18.04ubuntu1.1 | libpython2.7:amd64==2.7.17-1~18.04ubuntu1.2
libpython2.7-dev:amd64==2.7.17-1~18.04ubuntu1.1 | libpython2.7-dev:amd64==2.7.17-1~18.04ubuntu1.2
libpython2.7-minimal:amd64==2.7.17-1~18.04ubuntu1.1 | libpython2.7-minimal:amd64==2.7.17-1~18.04ubuntu1.2
libpython2.7-stdlib:amd64==2.7.17-1~18.04ubuntu1.1 | libpython2.7-stdlib:amd64==2.7.17-1~18.04ubuntu1.2
libpython3.6:amd64==3.6.9-1~18.04ubuntu1.1 | libpython3.6:amd64==3.6.9-1~18.04ubuntu1.3
libpython3.6-dev:amd64==3.6.9-1~18.04ubuntu1.1 | libpython3.6-dev:amd64==3.6.9-1~18.04ubuntu1.3
libpython3.6-minimal:amd64==3.6.9-1~18.04ubuntu1.1 | libpython3.6-minimal:amd64==3.6.9-1~18.04ubuntu1.3
libpython3.6-stdlib:amd64==3.6.9-1~18.04ubuntu1.1 | libpython3.6-stdlib:amd64==3.6.9-1~18.04ubuntu1.3
python2.7==2.7.17-1~18.04ubuntu1.1 | python2.7==2.7.17-1~18.04ubuntu1.2
python2.7-dev==2.7.17-1~18.04ubuntu1.1 | python2.7-dev==2.7.17-1~18.04ubuntu1.2
python2.7-minimal==2.7.17-1~18.04ubuntu1.1 | python2.7-minimal==2.7.17-1~18.04ubuntu1.2
python3.6==3.6.9-1~18.04ubuntu1.1 | python3.6==3.6.9-1~18.04ubuntu1.3
python3.6-dev==3.6.9-1~18.04ubuntu1.1 | python3.6-dev==3.6.9-1~18.04ubuntu1.3
python3.6-minimal==3.6.9-1~18.04ubuntu1.1 | python3.6-minimal==3.6.9-1~18.04ubuntu1.3
xserver-common==2:1.19.6-1ubuntu4.6 | xserver-common==2:1.19.6-1ubuntu4.7
xvfb==2:1.19.6-1ubuntu4.6 | xvfb==2:1.19.6-1ubuntu4.7