[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v159
== Comparing pip list --format=freeze ==
accelerate==1.2.1 | accelerate==1.3.0
aiohappyeyeballs==2.4.6 | aiohappyeyeballs==2.6.1
aiohttp==3.11.12 | aiohttp==3.11.16
albucore==0.0.19 | albucore==0.0.23
albumentations==1.4.20 | albumentations==2.0.4
alembic==1.14.1 | ale-py==0.10.1
> alembic==1.15.2
array_record==0.5.1 | array_record==0.6.0
astropy==6.1.7 | astropy==7.0.1
astropy-iers-data==0.2024.12.16.0.35.48 | astropy-iers-data==0.2025.2.10.0.33.26
async-timeout==5.0.1 <
attrs==25.1.0 | attrs==25.3.0
babel==2.16.0 | babel==2.17.0
beautifulsoup4==4.12.3 | beartype==0.20.2
> beautifulsoup4==4.13.3
bigframes==1.29.0 | bigframes==1.36.0
bigquery-magics==0.4.0 | bigquery-magics==0.5.0
blosc2==2.7.1 | blosc2==3.1.0
bokeh==3.6.2 | bokeh==3.6.3
boto3==1.36.23 | boto3==1.37.29
botocore==1.36.23 | botocore==1.37.29
bqplot==0.12.43 | bqplot==0.12.44
CacheControl==0.14.1 | CacheControl==0.14.2
cachetools==5.5.0 | cachetools==5.5.2
clarabel==0.9.0 | clarabel==0.10.0
click==8.1.7 | click==8.1.8
cloudpickle==3.1.0 | cloudpickle==3.1.1
cmake==3.31.2 | cmake==3.31.4
coverage==7.6.12 | coverage==7.8.0
cryptography==44.0.1 | cramjam==2.9.1
> cryptography==44.0.2
cudf-cu12==25.2.0 | cudf-cu12==25.2.2
cuml-cu12==25.2.0 | cuml-cu12==25.2.1
cupy-cuda12x==12.2.0 | cupy-cuda12x==13.4.1
cuvs-cu12==25.2.0 | cuvs-cu12==25.2.1
cymem==2.0.10 | cyipopt==1.5.0
Cython==3.0.11 | cymem==2.0.11
> Cython==3.0.12
daal==2025.2.0 | daal==2025.4.0
dask-cudf-cu12==25.2.0 | dask-cudf-cu12==25.2.2
datasets==3.3.1 | datasets==3.5.0
db-dtypes==1.3.1 | db-dtypes==1.4.1
deepdiff==8.2.0 | deepdiff==8.4.2
Deprecated==1.2.15 | Deprecated==1.2.18
diffusers==0.31.0 | diffusers==0.32.2
dipy==1.10.0 | dipy==1.11.0
dm-tree==0.1.8 | dm-tree==0.1.9
docstring-to-markdown==0.15 | docstring-to-markdown==0.16
dopamine_rl==4.1.0 | dopamine_rl==4.1.2
earthengine-api==1.4.3 | earthengine-api==1.5.2
eerepr==0.0.4 | eerepr==0.1.0
einops==0.8.0 | einops==0.8.1
etils==1.11.0 | etils==1.12.0
eval_type_backport==0.2.0 | execnb==0.1.14
exceptiongroup==1.2.2 <
execnb==0.1.11 <
fastcore==1.7.27 | fastcore==1.7.29
fastrlock==0.8.2 | fastrlock==0.8.3
filelock==3.17.0 | filelock==3.18.0
flatbuffers==24.3.25 | flatbuffers==25.2.10
flax==0.8.5 | flax==0.10.3
folium==0.19.2 | folium==0.19.4
fonttools==4.55.3 | fonttools==4.56.0
fsspec==2024.12.0 | fsspec==2025.3.2
gitdb==4.0.11 | gitdb==4.0.12
GitPython==3.1.43 | GitPython==3.1.44
google-ai-generativelanguage==0.6.10 | google-ai-generativelanguage==0.6.15
google-api-python-client==2.155.0 | google-api-python-client==2.160.0
google-cloud-aiplatform==1.74.0 | google-cloud-aiplatform==1.79.0
google-cloud-bigtable==2.27.0 | google-cloud-bigtable==2.28.1
> google-cloud-dataproc==5.17.0
google-cloud-firestore==2.19.0 | google-cloud-firestore==2.20.0
google-cloud-iam==2.17.0 | google-cloud-iam==2.18.0
google-cloud-pubsub==2.27.1 | google-cloud-pubsub==2.25.0
> google-cloud-spanner==3.51.0
google-cloud-videointelligence==2.16.0 | google-cloud-videointelligence==2.16.1
google-cloud-vision==3.10.0 | google-cloud-vision==3.10.1
google-genai==0.2.2 | google-genai==0.8.0
google-generativeai==0.8.3 | google-generativeai==0.8.4
googleapis-common-protos==1.66.0 | google-spark-connect==0.5.2
googledrivedownloader==0.4 | googleapis-common-protos==1.67.0
> googledrivedownloader==1.1.0
grpc-google-iam-v1==0.13.1 | grpc-google-iam-v1==0.14.0
grpcio==1.68.1 | grpc-interceptor==0.15.4
> grpcio==1.70.0
gspread==6.0.2 | gspread==6.1.4
gspread-dataframe==3.3.1 | gspread-dataframe==4.0.0
h2o==3.46.0.6 | h2o==3.46.0.7
h5netcdf==1.4.1 | h5netcdf==1.5.0
holidays==0.63 | highspy==1.9.0
> holidays==0.66
huggingface-hub==0.29.0 | huggingface-hub==0.30.2
imageio==2.36.1 | imageio==2.37.0
imageio-ffmpeg==0.5.1 | imageio-ffmpeg==0.6.0
imbalanced-learn==0.12.4 | imbalanced-learn==0.13.0
importlib_metadata==8.5.0 | importlib_metadata==8.6.1
importlib-resources==5.13.0 | importlib_resources==6.5.2
inflect==7.4.0 | inflect==7.5.0
ipykernel==5.5.6 | ipykernel==6.17.1
ipympl==0.9.6 | ipympl==0.9.7
Jinja2==3.1.4 | Jinja2==3.1.6
json5==0.10.0 | json5==0.12.0
kaggle==1.6.17 | kaggle==1.7.4.2
kagglehub==0.3.9 | kagglehub==0.3.11
kiwisolver==1.4.7 | kiwisolver==1.4.8
langchain==0.3.12 | langchain==0.3.18
langchain-core==0.3.25 | langchain-core==0.3.35
langchain-text-splitters==0.3.3 | langchain-text-splitters==0.3.6
langsmith==0.2.3 | langsmith==0.3.8
learntools==0.3.4 | learntools==0.3.5
leven==1.0.4 <
libcudf-cu12==25.2.0 | libcudf-cu12==25.2.2
libcuml-cu12==25.2.0 | libcuml-cu12==25.2.1
libcuvs-cu12==25.2.0 | libcuvs-cu12==25.2.1
libkvikio-cu12==25.2.0 | libkvikio-cu12==25.2.1
lightning-utilities==0.12.0 | lightning-utilities==0.14.3
lml==0.1.0 | lml==0.2.0
lxml==5.3.0 | lxml==5.3.1
mkl==2025.0.1 | mkl==2025.1.0
mlxtend==0.23.3 | mlxtend==0.23.4
model-signing==0.2.0 | model-signing==1.0.0
more-itertools==10.5.0 | more-itertools==10.6.0
multidict==6.1.0 | multidict==6.2.0
murmurhash==1.0.11 | murmurhash==1.0.12
narwhals==1.18.4 | narwhals==1.26.0
nbclassic==1.1.0 | nbclassic==1.2.0
nbdev==2.3.34 | nbdev==2.3.36
nilearn==0.10.4 | nilearn==0.11.1
ninja==1.11.1.3 | ninja==1.11.1.4
nltk==3.2.4 | nltk==3.9.1
nose==1.3.7 <
nvidia-cublas-cu12==12.6.4.1 | nvidia-cublas-cu12==12.8.4.1
nvidia-cuda-cupti-cu12==12.6.80 | nvidia-cuda-cupti-cu12==12.4.127
nvidia-cuda-nvcc-cu12==12.6.85 | nvidia-cuda-nvcc-cu12==12.5.82
nvidia-cuda-runtime-cu12==12.6.77 | nvidia-cuda-nvrtc-cu12==12.4.127
nvidia-cudnn-cu12==9.6.0.74 | nvidia-cuda-runtime-cu12==12.4.127
nvidia-cufft-cu12==11.3.0.4 | nvidia-cudnn-cu12==9.3.0.75
nvidia-curand-cu12==10.3.7.77 | nvidia-cufft-cu12==11.3.3.83
nvidia-cusolver-cu12==11.7.1.2 | nvidia-curand-cu12==10.3.9.90
nvidia-cusparse-cu12==12.5.4.2 | nvidia-cusolver-cu12==11.7.3.90
> nvidia-cusparse-cu12==12.5.8.93
nvidia-nccl-cu12==2.23.4 | nvidia-nccl-cu12==2.21.5
nvidia-nvcomp-cu12==4.1.0.6 | nvidia-nvcomp-cu12==4.2.0.11
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvjitlink-cu12==12.8.93
nvtx==0.2.10 | nvidia-nvtx-cu12==12.4.127
nx-cugraph-cu12==24.10.0 | nvtx==0.2.11
> nx-cugraph-cu12==24.12.0
openai==1.57.4 | openai==1.61.1
opencv-contrib-python==4.10.0.84 | opencv-contrib-python==4.11.0.86
opencv-python==4.10.0.84 | opencv-python==4.11.0.86
opencv-python-headless==4.10.0.84 | opencv-python-headless==4.11.0.86
opentelemetry-api==1.29.0 | opentelemetry-api==1.16.0
opentelemetry-sdk==1.29.0 | opentelemetry-sdk==1.16.0
opentelemetry-semantic-conventions==0.50b0 | opentelemetry-semantic-conventions==0.37b0
optree==0.13.1 | optree==0.14.0
orderly-set==5.3.0 | orderly-set==5.3.1
orjson==3.10.12 | orjson==3.10.15
pandas-gbq==0.25.0 | pandas-gbq==0.26.1
panel==1.5.4 | panel==1.6.0
peewee==3.17.8 | peewee==3.17.9
pillow==11.0.0 | pillow==11.1.0
platformdirs==4.3.6 | platformdirs==4.3.7
plotnine==0.14.4 | plotnine==0.14.5
> plum-dispatch==2.5.7
prettytable==3.12.0 | prettytable==3.14.0
prompt_toolkit==3.0.48 | prompt_toolkit==3.0.50
propcache==0.2.1 | propcache==0.3.1
proto-plus==1.25.0 | proto-plus==1.26.0
psutil==5.9.5 | psutil==7.0.0
> puremagic==1.28
pycryptodome==3.21.0 | pycryptodome==3.22.0
pycryptodomex==3.21.0 | pycryptodomex==3.22.0
pydantic==2.11.0a2 | pydantic==2.11.3
pydantic_core==2.29.0 | pydantic_core==2.33.1
pydata-google-auth==1.9.0 | pydata-google-auth==1.9.1
pydot==3.0.3 | pydot==3.0.4
pygit2==1.16.0 | pygit2==1.17.0
pylibcudf-cu12==25.2.0 | pylibcudf-cu12==25.2.2
pylibcugraph-cu12==24.10.0 | pylibcugraph-cu12==24.12.0
pymc==5.19.1 | pymc==5.20.1
pymongo==4.11.1 | pymongo==4.12.0
pynvjitlink-cu12==0.4.0 | pynvjitlink-cu12==0.5.2
PyOpenGL==3.1.7 | PyOpenGL==3.1.9
pyparsing==3.2.0 | pyparsing==3.2.1
pypdf==5.3.0 | pypdf==5.4.0
pyspark==3.5.3 | pyspark==3.5.4
pytensor==2.26.4 | pytensor==2.27.1
python-box==7.3.0 | python-box==7.3.2
python-json-logger==3.2.1 | python-json-logger==3.3.0
> python-snappy==0.7.3
pytorch-ignite==0.5.1 | pytorch-ignite==0.5.2
pytorch-lightning==2.5.0.post0 | pytorch-lightning==2.5.1
pytz==2025.1 | pytz==2025.2
pyviz_comms==3.0.3 | pyviz_comms==3.0.4
qdldl==0.1.7.post4 | qdldl==0.1.7.post5
ray==2.42.1 | ray==2.44.1
referencing==0.35.1 | referencing==0.36.2
requests-oauthlib==1.3.1 | requests-oauthlib==2.0.0
rich==13.9.4 | rich==14.0.0
Rtree==1.3.0 | rtree==1.4.0
s3transfer==0.11.2 | s3transfer==0.11.4
safetensors==0.4.5 | safetensors==0.5.2
scikit-image==0.25.0 | scikit-image==0.25.1
scikit-learn-intelex==2025.2.0 | scikit-learn-intelex==2025.4.0
scipy==1.13.1 | scipy==1.15.2
scs==3.2.7 | scs==3.2.7.post2
sentence-transformers==3.3.1 | sentence-transformers==3.4.1
sentry-sdk==2.19.2 | sentry-sdk==2.21.0
setuptools-scm==8.1.0 | setuptools-scm==8.2.0
shapely==2.0.7 | shapely==2.1.0
simple-parsing==0.1.6 | simple-parsing==0.1.7
> simsimd==6.2.1
> sklearn-compat==0.1.3
smart-open==7.0.5 | smart-open==7.1.0
smmap==5.0.1 | smmap==5.0.2
soundfile==0.12.1 | soundfile==0.13.1
> spanner-graph-notebook==1.1.1
SQLAlchemy==2.0.36 | SQLAlchemy==2.0.38
sqlglot==25.1.0 | sqlglot==25.6.1
srsly==2.5.0 | srsly==2.5.1
StrEnum==0.4.15 | stringzilla==3.11.3
stringzilla==3.11.1 <
tables==3.10.1 | tables==3.10.2
tbb==2022.0.0 | tbb==2022.1.0
tbb4py==2022.0.0 | tbb4py==2022.1.0
tblib==3.0.0 | tblib==3.1.0
tensorboard==2.17.1 | tensorboard==2.18.0
tensorflow==2.17.1 | tensorflow==2.18.0
tensorflow_decision_forests==1.10.0 | tensorflow_decision_forests==1.11.0
tensorflow-metadata==1.13.1 | tensorflow-metadata==1.16.1
tensorflow-probability==0.24.0 | tensorflow-probability==0.25.0
tensorflow-text==2.17.0 | tensorflow-text==2.18.1
textblob==0.17.1 | textblob==0.19.0
tf_keras==2.17.0 | tf_keras==2.18.0
threadpoolctl==3.5.0 | threadpoolctl==3.6.0
tifffile==2024.12.12 | tifffile==2025.1.10
timm==1.0.12 | timm==1.0.14
tomli==2.2.1 | toolz==1.0.0
toolz==0.12.1 | torch==2.5.1+cu124
torch==2.5.1+cu121 | torchao==0.10.0
torchaudio==2.5.1+cu121 | torchaudio==2.5.1+cu124
> torchdata==0.11.0
torchmetrics==1.6.1 | torchmetrics==1.7.1
torchtune==0.5.0 | torchtune==0.6.1
torchvision==0.20.1+cu121 | torchvision==0.20.1+cu124
tornado==6.3.3 | tornado==6.4.2
transformers==4.47.0 | transformers==4.51.1
> treescope==0.1.8
> triton==3.1.0
tsfresh==0.20.2 | tsfresh==0.21.0
tweepy==4.14.0 | tweepy==4.15.0
types-pytz==2024.2.0.20241003 | types-pytz==2025.1.0.20250204
types-setuptools==75.6.0.20241126 | types-setuptools==75.8.0.20250210
typing_extensions==4.12.2 | typing_extensions==4.13.1
tzdata==2025.1 | typing-inspection==0.4.0
tzlocal==5.2 | tzdata==2025.2
> tzlocal==5.3
visions==0.7.6 | visions==0.8.1
wandb==0.19.1 | wandb==0.19.6
websockets==14.1 | websockets==14.2
wrapt==1.17.0 | wrapt==1.17.2
xarray==2024.11.0 | xarray==2025.1.2
xvfbwrapper==0.2.9 | xvfbwrapper==0.2.10
xyzservices==2024.9.0 | xyzservices==2025.1.0
yarl==1.18.3 | yarl==1.19.0
ydata-profiling==4.12.2 | ydata-profiling==4.16.1
yfinance==0.2.50 | yfinance==0.2.52
> zstandard==0.23.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 22.04.3 LTS | Ubuntu 22.04.4 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12ubuntu4.4 | base-files==12ubuntu4.6
bash==5.1-6ubuntu1 | bash==5.1-6ubuntu1.1
binutils==2.38-4ubuntu2.3 | binutils==2.38-4ubuntu2.6
binutils-common:amd64==2.38-4ubuntu2.3 | binutils-common:amd64==2.38-4ubuntu2.6
binutils-x86-64-linux-gnu==2.38-4ubuntu2.3 | binutils-x86-64-linux-gnu==2.38-4ubuntu2.6
bsdutils==1:2.37.2-4ubuntu3 | bsdutils==1:2.37.2-4ubuntu3.4
> coinor-libipopt-dev==3.11.9-2.2build5
> coinor-libipopt1v5==3.11.9-2.2build5
coreutils==8.32-4.1ubuntu1 | coreutils==8.32-4.1ubuntu1.2
cuda-cccl-12-2==12.2.140-1 | cuda-cccl-12-5==12.5.39-1
cuda-command-line-tools-12-2==12.2.2-1 | cuda-command-line-tools-12-5==12.5.1-1
cuda-compat-12-2==535.129.03-1 | cuda-compat-12-5==555.42.06-1
cuda-compiler-12-2==12.2.2-1 | cuda-compiler-12-5==12.5.1-1
cuda-crt-12-2==12.2.140-1 | cuda-crt-12-5==12.5.82-1
cuda-cudart-12-2==12.2.140-1 | cuda-cudart-12-5==12.5.82-1
cuda-cudart-dev-12-2==12.2.140-1 | cuda-cudart-dev-12-5==12.5.82-1
cuda-cuobjdump-12-2==12.2.140-1 | cuda-cuobjdump-12-5==12.5.39-1
cuda-cupti-12-2==12.2.142-1 | cuda-cupti-12-5==12.5.82-1
cuda-cupti-dev-12-2==12.2.142-1 | cuda-cupti-dev-12-5==12.5.82-1
cuda-cuxxfilt-12-2==12.2.140-1 | cuda-cuxxfilt-12-5==12.5.82-1
cuda-driver-dev-12-2==12.2.140-1 | cuda-driver-dev-12-5==12.5.82-1
cuda-gdb-12-2==12.2.140-1 | cuda-gdb-12-5==12.5.82-1
cuda-keyring==1.0-1 | cuda-keyring==1.1-1
cuda-libraries-12-2==12.2.2-1 | cuda-libraries-12-5==12.5.1-1
cuda-libraries-dev-12-2==12.2.2-1 | cuda-libraries-dev-12-5==12.5.1-1
cuda-minimal-build-12-2==12.2.2-1 | cuda-minimal-build-12-5==12.5.1-1
cuda-nsight-compute-12-2==12.2.2-1 | cuda-nsight-compute-12-5==12.5.1-1
cuda-nvcc-12-2==12.2.140-1 | cuda-nvcc-12-5==12.5.82-1
cuda-nvdisasm-12-2==12.2.140-1 | cuda-nvdisasm-12-5==12.5.39-1
cuda-nvml-dev-12-2==12.2.140-1 | cuda-nvml-dev-12-5==12.5.82-1
cuda-nvprof-12-2==12.2.142-1 | cuda-nvprof-12-5==12.5.82-1
cuda-nvprune-12-2==12.2.140-1 | cuda-nvprune-12-5==12.5.82-1
cuda-nvrtc-12-2==12.2.140-1 | cuda-nvrtc-12-5==12.5.82-1
cuda-nvrtc-dev-12-2==12.2.140-1 | cuda-nvrtc-dev-12-5==12.5.82-1
cuda-nvtx-12-2==12.2.140-1 | cuda-nvtx-12-5==12.5.82-1
cuda-nvvm-12-2==12.2.140-1 | cuda-nvvm-12-5==12.5.82-1
cuda-opencl-12-2==12.2.140-1 | cuda-opencl-12-5==12.5.39-1
cuda-opencl-dev-12-2==12.2.140-1 | cuda-opencl-dev-12-5==12.5.39-1
cuda-profiler-api-12-2==12.2.140-1 | cuda-profiler-api-12-5==12.5.39-1
cuda-sanitizer-12-2==12.2.140-1 | cuda-sanitizer-12-5==12.5.81-1
cuda-toolkit-12-2-config-common==12.2.140-1 | cuda-toolkit-12-5-config-common==12.5.82-1
cuda-toolkit-12-config-common==12.3.52-1 | cuda-toolkit-12-config-common==12.5.82-1
cuda-toolkit-config-common==12.3.52-1 | cuda-toolkit-config-common==12.5.82-1
dpkg==1.21.1ubuntu2.2 | dpkg==1.21.1ubuntu2.3
dpkg-dev==1.21.1ubuntu2.2 | dpkg-dev==1.21.1ubuntu2.3
ghostscript==9.55.0~dfsg1-0ubuntu5.10 | ghostscript==9.55.0~dfsg1-0ubuntu5.11
git==1:2.34.1-1ubuntu1.11 | git==1:2.34.1-1ubuntu1.12
git-man==1:2.34.1-1ubuntu1.11 | git-man==1:2.34.1-1ubuntu1.12
krb5-multidev:amd64==1.19.2-2ubuntu0.4 | krb5-multidev:amd64==1.19.2-2ubuntu0.5
libbinutils:amd64==2.38-4ubuntu2.3 | libbinutils:amd64==2.38-4ubuntu2.6
libc-bin==2.35-0ubuntu3.4 | libc-bin==2.35-0ubuntu3.8
libc-dev-bin==2.35-0ubuntu3.8 | libc-dev-bin==2.35-0ubuntu3.9
libc6:amd64==2.35-0ubuntu3.8 | libc6:amd64==2.35-0ubuntu3.9
libc6-dev:amd64==2.35-0ubuntu3.8 | libc6-dev:amd64==2.35-0ubuntu3.9
libc6-i386==2.35-0ubuntu3.8 | libc6-i386==2.35-0ubuntu3.9
libctf-nobfd0:amd64==2.38-4ubuntu2.3 | libctf-nobfd0:amd64==2.38-4ubuntu2.6
libctf0:amd64==2.38-4ubuntu2.3 | libctf0:amd64==2.38-4ubuntu2.6
libcublas-12-2==12.2.5.6-1 | libcublas-12-5==12.5.3.2-1
libcublas-dev-12-2==12.2.5.6-1 | libcublas-dev-12-5==12.5.3.2-1
libcudnn8==8.9.6.50-1+cuda12.2 | libcudnn9-cuda-12==9.2.1.18-1
libcudnn8-dev==8.9.6.50-1+cuda12.2 | libcudnn9-dev-cuda-12==9.2.1.18-1
libcufft-12-2==11.0.8.103-1 | libcufft-12-5==11.2.3.61-1
libcufft-dev-12-2==11.0.8.103-1 | libcufft-dev-12-5==11.2.3.61-1
libcufile-12-2==1.7.2.10-1 | libcufile-12-5==1.10.1.7-1
libcufile-dev-12-2==1.7.2.10-1 | libcufile-dev-12-5==1.10.1.7-1
libcurand-12-2==10.3.3.141-1 | libcurand-12-5==10.3.6.82-1
libcurand-dev-12-2==10.3.3.141-1 | libcurand-dev-12-5==10.3.6.82-1
libcusolver-12-2==11.5.2.141-1 | libcusolver-12-5==11.6.3.83-1
libcusolver-dev-12-2==11.5.2.141-1 | libcusolver-dev-12-5==11.6.3.83-1
libcusparse-12-2==12.1.2.141-1 | libcusparse-12-5==12.5.1.3-1
libcusparse-dev-12-2==12.1.2.141-1 | libcusparse-dev-12-5==12.5.1.3-1
libdpkg-perl==1.21.1ubuntu2.2 | libdpkg-perl==1.21.1ubuntu2.3
libfreetype-dev:amd64==2.11.1+dfsg-1ubuntu0.2 | libfreetype-dev:amd64==2.11.1+dfsg-1ubuntu0.3
libfreetype6:amd64==2.11.1+dfsg-1ubuntu0.2 | libfreetype6:amd64==2.11.1+dfsg-1ubuntu0.3
libfreetype6-dev:amd64==2.11.1+dfsg-1ubuntu0.2 | libfreetype6-dev:amd64==2.11.1+dfsg-1ubuntu0.3
libgnutls30:amd64==3.7.3-4ubuntu1.2 | libgnutls30:amd64==3.7.3-4ubuntu1.5
libgs9:amd64==9.55.0~dfsg1-0ubuntu5.10 | libgs9:amd64==9.55.0~dfsg1-0ubuntu5.11
libgs9-common==9.55.0~dfsg1-0ubuntu5.10 | libgs9-common==9.55.0~dfsg1-0ubuntu5.11
libgssapi-krb5-2:amd64==1.19.2-2ubuntu0.4 | libgssapi-krb5-2:amd64==1.19.2-2ubuntu0.5
libgssrpc4:amd64==1.19.2-2ubuntu0.4 | libgssrpc4:amd64==1.19.2-2ubuntu0.5
libgstreamer-plugins-base1.0-0:amd64==1.20.1-1ubuntu0.2 | libgstreamer-plugins-base1.0-0:amd64==1.20.1-1ubuntu0.4
libgstreamer1.0-0:amd64==1.20.3-0ubuntu1 | libgstreamer1.0-0:amd64==1.20.3-0ubuntu1.1
libharfbuzz0b:amd64==2.7.4-1ubuntu3.1 | libharfbuzz0b:amd64==2.7.4-1ubuntu3.2
libk5crypto3:amd64==1.19.2-2ubuntu0.4 | libk5crypto3:amd64==1.19.2-2ubuntu0.5
libkadm5clnt-mit12:amd64==1.19.2-2ubuntu0.4 | libkadm5clnt-mit12:amd64==1.19.2-2ubuntu0.5
libkadm5srv-mit12:amd64==1.19.2-2ubuntu0.4 | libkadm5srv-mit12:amd64==1.19.2-2ubuntu0.5
libkdb5-10:amd64==1.19.2-2ubuntu0.4 | libkdb5-10:amd64==1.19.2-2ubuntu0.5
libkrb5-3:amd64==1.19.2-2ubuntu0.4 | libkrb5-3:amd64==1.19.2-2ubuntu0.5
libkrb5-dev:amd64==1.19.2-2ubuntu0.4 | libkrb5-dev:amd64==1.19.2-2ubuntu0.5
libkrb5support0:amd64==1.19.2-2ubuntu0.4 | libkrb5support0:amd64==1.19.2-2ubuntu0.5
libldap-2.5-0:amd64==2.5.16+dfsg-0ubuntu0.22.04.1 | libldap-2.5-0:amd64==2.5.17+dfsg-0ubuntu0.22.04.1
> libmumps-5.4:amd64==5.4.1-2
> libmumps-dev:amd64==5.4.1-2
> libmumps-headers-dev==5.4.1-2
> libmumps-seq-5.4:amd64==5.4.1-2
> libmumps-seq-dev:amd64==5.4.1-2
libmysqlclient-dev==8.0.40-0ubuntu0.22.04.1 | libmysqlclient-dev==8.0.41-0ubuntu0.22.04.1
libmysqlclient21:amd64==8.0.40-0ubuntu0.22.04.1 | libmysqlclient21:amd64==8.0.41-0ubuntu0.22.04.1
libnccl-dev==2.19.3-1+cuda12.2 | libnccl-dev==2.22.3-1+cuda12.5
libnccl2==2.19.3-1+cuda12.2 | libnccl2==2.22.3-1+cuda12.5
libnpp-12-2==12.2.1.4-1 | libnpp-12-5==12.3.0.159-1
libnpp-dev-12-2==12.2.1.4-1 | libnpp-dev-12-5==12.3.0.159-1
libnvjitlink-12-2==12.2.140-1 | libnvfatbin-12-5==12.5.82-1
libnvjitlink-dev-12-2==12.2.140-1 | libnvfatbin-dev-12-5==12.5.82-1
libnvjpeg-12-2==12.2.2.4-1 | libnvjitlink-12-5==12.5.82-1
libnvjpeg-dev-12-2==12.2.2.4-1 | libnvjitlink-dev-12-5==12.5.82-1
> libnvjpeg-12-5==12.3.2.81-1
> libnvjpeg-dev-12-5==12.3.2.81-1
libopenjp2-7:amd64==2.4.0-6ubuntu0.2 | libopenjp2-7:amd64==2.4.0-6ubuntu0.3
libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.2 | libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.3
libpam-modules:amd64==1.4.0-11ubuntu2.3 | libpam-modules:amd64==1.4.0-11ubuntu2.4
libpam-modules-bin==1.4.0-11ubuntu2.3 | libpam-modules-bin==1.4.0-11ubuntu2.4
libpam-runtime==1.4.0-11ubuntu2.3 | libpam-runtime==1.4.0-11ubuntu2.4
libpam0g:amd64==1.4.0-11ubuntu2.3 | libpam0g:amd64==1.4.0-11ubuntu2.4
libperl5.34:amd64==5.34.0-3ubuntu1.2 | libperl5.34:amd64==5.34.0-3ubuntu1.3
libpoppler-dev:amd64==22.02.0-2ubuntu0.5 | libpoppler-dev:amd64==22.02.0-2ubuntu0.6
libpoppler-private-dev:amd64==22.02.0-2ubuntu0.5 | libpoppler-private-dev:amd64==22.02.0-2ubuntu0.6
libpoppler118:amd64==22.02.0-2ubuntu0.5 | libpoppler118:amd64==22.02.0-2ubuntu0.6
libprocps8:amd64==2:3.3.17-6ubuntu2 | libprocps8:amd64==2:3.3.17-6ubuntu2.1
libpython3.10:amd64==3.10.12-1~22.04.7 | libpython3.10:amd64==3.10.12-1~22.04.8
libpython3.10-dev:amd64==3.10.12-1~22.04.7 | libpython3.10-dev:amd64==3.10.12-1~22.04.8
libpython3.10-minimal:amd64==3.10.12-1~22.04.7 | libpython3.10-minimal:amd64==3.10.12-1~22.04.8
libpython3.10-stdlib:amd64==3.10.12-1~22.04.7 | libpython3.10-stdlib:amd64==3.10.12-1~22.04.8
> libpython3.11:amd64==3.11.11-1+jammy1
> libpython3.11-dev:amd64==3.11.11-1+jammy1
> libpython3.11-minimal:amd64==3.11.11-1+jammy1
> libpython3.11-stdlib:amd64==3.11.11-1+jammy1
librados2==17.2.7-0ubuntu0.22.04.1 | librados2==17.2.7-0ubuntu0.22.04.2
librbd1==17.2.7-0ubuntu0.22.04.1 | librbd1==17.2.7-0ubuntu0.22.04.2
> libscalapack-mpi-dev:amd64==2.1.0-4
> libscalapack-openmpi-dev:amd64==2.1.0-4
> libscalapack-openmpi2.1:amd64==2.1.0-4
> libscotch-6.1:amd64==6.1.3-1
libsmartcols1:amd64==2.37.2-4ubuntu3 | libsmartcols1:amd64==2.37.2-4ubuntu3.4
libsndfile1:amd64==1.0.31-2ubuntu0.1 | libsndfile1:amd64==1.0.31-2ubuntu0.2
libsndfile1-dev:amd64==1.0.31-2ubuntu0.1 | libsndfile1-dev:amd64==1.0.31-2ubuntu0.2
libudev1:amd64==249.11-0ubuntu3.10 | libudev1:amd64==249.11-0ubuntu3.12
libxml2:amd64==2.9.13+dfsg-1ubuntu0.4 | libxml2:amd64==2.9.13+dfsg-1ubuntu0.5
libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.4 | libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.5
libxnvctrl0:amd64==565.57.01-0ubuntu1 | libxnvctrl0:amd64==570.86.15-0ubuntu1
linux-headers-5.15.0-127==5.15.0-127.137 | linux-headers-5.15.0-133==5.15.0-133.144
linux-headers-5.15.0-127-generic==5.15.0-127.137 | linux-headers-5.15.0-133-generic==5.15.0-133.144
linux-headers-generic==5.15.0.127.126 | linux-headers-generic==5.15.0.133.132
linux-libc-dev:amd64==5.15.0-88.98 | linux-libc-dev:amd64==5.15.0-113.123
locales==2.35-0ubuntu3.8 | locales==2.35-0ubuntu3.9
login==1:4.8.1-2ubuntu2.1 | login==1:4.8.1-2ubuntu2.2
> mailcap==3.70+nmu1ubuntu1
> mime-support==3.66
mount==2.37.2-4ubuntu3 | mount==2.37.2-4ubuntu3.4
nsight-compute-2023.2.2==2023.2.2.3-1 | nsight-compute-2024.2.1==2024.2.1.2-1
openjdk-11-jdk-headless:amd64==11.0.25+9-1ubuntu1~22.04 | openjdk-11-jdk-headless:amd64==11.0.26+4-1ubuntu1~22.04
openjdk-11-jre-headless:amd64==11.0.25+9-1ubuntu1~22.04 | openjdk-11-jre-headless:amd64==11.0.26+4-1ubuntu1~22.04
openssl==3.0.2-0ubuntu1.12 | openssl==3.0.2-0ubuntu1.16
passwd==1:4.8.1-2ubuntu2.1 | passwd==1:4.8.1-2ubuntu2.2
perl==5.34.0-3ubuntu1.2 | perl==5.34.0-3ubuntu1.3
perl-base==5.34.0-3ubuntu1.2 | perl-base==5.34.0-3ubuntu1.3
perl-modules-5.34==5.34.0-3ubuntu1.2 | perl-modules-5.34==5.34.0-3ubuntu1.3
procps==2:3.3.17-6ubuntu2 | procps==2:3.3.17-6ubuntu2.1
python3.10==3.10.12-1~22.04.7 | python3.10==3.10.12-1~22.04.8
python3.10-dev==3.10.12-1~22.04.7 | python3.10-dev==3.10.12-1~22.04.8
python3.10-minimal==3.10.12-1~22.04.7 | python3.10-minimal==3.10.12-1~22.04.8
> python3.11==3.11.11-1+jammy1
> python3.11-dev==3.11.11-1+jammy1
> python3.11-minimal==3.11.11-1+jammy1
r-cran-bit64==4.5.2-1.ca2204.1 | r-cran-bit64==4.6.0-1-1.ca2204.1
r-cran-bslib==0.8.0-1.ca2204.1 | r-cran-bslib==0.9.0-1.ca2204.1
r-cran-class==7.3-22-2.2204.0 | r-cran-class==7.3-23-1.ca2204.1
r-cran-cli==3.6.3-1.ca2204.1 | r-cran-cli==3.6.4-1.ca2204.1
r-cran-curl==6.0.1-1.ca2204.1 | r-cran-curl==6.2.0-1.ca2204.1
r-cran-evaluate==1.0.1-1.ca2204.1 | r-cran-evaluate==1.0.3-1.ca2204.1
r-cran-foreign==0.8.87-1.ca2204.1 | r-cran-foreign==0.8.88-1.ca2204.1
r-cran-httr2==1.0.7-1.ca2204.1 | r-cran-httr2==1.1.0-1.ca2204.1
r-cran-kernsmooth==2.23-24-1.ca2204.1 | r-cran-kernsmooth==2.23-26-1.ca2204.1
r-cran-mass==7.3-61-1.ca2204.1 | r-cran-mass==7.3-64-1.ca2204.1
r-cran-matrix==1.7-1-1.ca2204.1 | r-cran-matrix==1.7-2-1.ca2204.1
r-cran-nlme==3.1.166-1.ca2204.1 | r-cran-nlme==3.1.167-1.ca2204.1
r-cran-nnet==7.3-19-2.2204.0 | r-cran-nnet==7.3-20-1.ca2204.1
r-cran-openssl==2.3.0-1.ca2204.1 | r-cran-openssl==2.3.2-1.ca2204.1
r-cran-pillar==1.9.0-1.ca2204.1 | r-cran-pillar==1.10.1-1.ca2204.1
r-cran-pkgbuild==1.4.5-1.ca2204.1 | r-cran-pkgbuild==1.4.6-1.ca2204.1
r-cran-processx==3.8.4-1.ca2204.1 | r-cran-processx==3.8.5-1.ca2204.1
r-cran-ps==1.8.1-1.ca2204.1 | r-cran-ps==1.9.0-1.ca2204.1
r-cran-purrr==1.0.2-1.ca2204.1 | r-cran-purrr==1.0.4-1.ca2204.1
r-cran-r6==2.5.1-1.ca2204.1 | r-cran-r6==2.6.1-1.ca2204.1
r-cran-rcpp==1.0.13-1-1.ca2204.1 | r-cran-rcpp==1.0.14-1.ca2204.1
r-cran-rlang==1.1.4-1.ca2204.1 | r-cran-rlang==1.1.5-1.ca2204.1
r-cran-rpart==4.1.23-1.ca2204.1 | r-cran-rpart==4.1.24-1.ca2204.1
r-cran-sessioninfo==1.2.2-1.ca2204.1 | r-cran-sessioninfo==1.2.3-1.ca2204.1
r-cran-spatial==7.3-17-1.ca2204.1 | r-cran-spatial==7.3-18-1.ca2204.1
r-cran-survival==3.7-0-1.ca2204.1 | r-cran-survival==3.8-3-1.ca2204.1
r-cran-systemfonts==1.1.0-1.ca2204.1 | r-cran-systemfonts==1.2.1-1.ca2204.1
r-cran-testthat==3.2.2-1.ca2204.1 | r-cran-testthat==3.2.3-1.ca2204.1
r-cran-textshaping==0.4.1-1.ca2204.1 | r-cran-textshaping==1.0.0-1.ca2204.1
r-cran-xfun==0.49-1.ca2204.1 | r-cran-xfun==0.50-1.ca2204.1
r-cran-zip==2.3.1-1.ca2204.1 | r-cran-zip==2.3.2-1.ca2204.1
rsync==3.2.7-0ubuntu0.22.04.2 | rsync==3.2.7-0ubuntu0.22.04.4
tar==1.34+dfsg-1ubuntu0.1.22.04.1 | tar==1.34+dfsg-1ubuntu0.1.22.04.2
tzdata==2024a-0ubuntu0.22.04.1 | tzdata==2024b-0ubuntu0.22.04.1
util-linux==2.37.2-4ubuntu3 | util-linux==2.37.2-4ubuntu3.4
vim==2:8.2.3995-1ubuntu2.21 | vim==2:8.2.3995-1ubuntu2.23
vim-common==2:8.2.3995-1ubuntu2.21 | vim-common==2:8.2.3995-1ubuntu2.23
vim-runtime==2:8.2.3995-1ubuntu2.21 | vim-runtime==2:8.2.3995-1ubuntu2.23
xserver-common==2:21.1.4-2ubuntu1.7~22.04.12 | xserver-common==2:21.1.4-2ubuntu1.7~22.04.14
xvfb==2:21.1.4-2ubuntu1.7~22.04.12 | xvfb==2:21.1.4-2ubuntu1.7~22.04.14
xxd==2:8.2.3995-1ubuntu2.21 | xxd==2:8.2.3995-1ubuntu2.23
== Comparing printenv | sort ==
BUILD_DATE=20250219-122510 | BUILD_DATE=20250408-210126
COLAB_RELEASE_TAG=release-colab_20241217-060132_RC00 | COLAB_RELEASE_TAG=release-colab_20250219-060225_RC01
GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4 | GIT_COMMIT=f48df1d9dc484870ad98f3b7e2de9b2e6eef3173
HOSTNAME=4f7475fdff38 | HOSTNAME=46c6538cc8e6
LAST_FORCED_REBUILD=20241216 | LAST_FORCED_REBUILD=20250203
NCCL_VERSION=2.19.3-1 | NCCL_VERSION=2.22.3-1
NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-2 | NV_CUDA_CUDART_DEV_VERSION=12.5.82-1
NV_CUDA_CUDART_DEV_VERSION=12.2.140-1 | NV_CUDA_CUDART_VERSION=12.5.82-1
NV_CUDA_CUDART_VERSION=12.2.140-1 | NV_CUDA_LIB_VERSION=12.5.1-1
NV_CUDA_LIB_VERSION=12.2.2-1 | NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-5=1
NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-2=1 | NV_CUDA_NSIGHT_COMPUTE_VERSION=12.5.1-1
NV_CUDA_NSIGHT_COMPUTE_VERSION=12.2.2-1 | NV_CUDNN_PACKAGE_DEV=libcudnn9-dev-cuda-12=9.2.1.18-1
NV_CUDNN_PACKAGE_DEV=libcudnn8-dev=8.9.6.50-1+cuda12.2 | NV_CUDNN_PACKAGE=libcudnn9-cuda-12=9.2.1.18-1
NV_CUDNN_PACKAGE=libcudnn8=8.9.6.50-1+cuda12.2 | NV_CUDNN_PACKAGE_NAME=libcudnn9-cuda-12
NV_CUDNN_PACKAGE_NAME=libcudnn8 | NV_CUDNN_VERSION=9.2.1.18-1
NV_CUDNN_VERSION=8.9.6.50 <
NVIDIA_REQUIRE_CUDA=cuda>=12.2 brand=tesla,driver>=470,driver | NVIDIA_REQUIRE_CUDA=cuda>=12.5 brand=unknown,driver>=470,driv
NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-2=12.2.5.6-1 | NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-5=12.5.3.2-1
NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-2 | NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-5
NV_LIBCUBLAS_DEV_VERSION=12.2.5.6-1 | NV_LIBCUBLAS_DEV_VERSION=12.5.3.2-1
NV_LIBCUBLAS_PACKAGE=libcublas-12-2=12.2.5.6-1 | NV_LIBCUBLAS_PACKAGE=libcublas-12-5=12.5.3.2-1
NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-2 | NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-5
NV_LIBCUBLAS_VERSION=12.2.5.6-1 | NV_LIBCUBLAS_VERSION=12.5.3.2-1
NV_LIBCUSPARSE_DEV_VERSION=12.1.2.141-1 | NV_LIBCUSPARSE_DEV_VERSION=12.5.1.3-1
NV_LIBCUSPARSE_VERSION=12.1.2.141-1 | NV_LIBCUSPARSE_VERSION=12.5.1.3-1
NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.19.3-1+cuda12.2 | NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.22.3-1+cuda12.5
NV_LIBNCCL_DEV_PACKAGE_VERSION=2.19.3-1 | NV_LIBNCCL_DEV_PACKAGE_VERSION=2.22.3-1
NV_LIBNCCL_PACKAGE=libnccl2=2.19.3-1+cuda12.2 | NV_LIBNCCL_PACKAGE=libnccl2=2.22.3-1+cuda12.5
NV_LIBNCCL_PACKAGE_VERSION=2.19.3-1 | NV_LIBNCCL_PACKAGE_VERSION=2.22.3-1
NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-2=12.2.1.4-1 | NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-5=12.3.0.159-1
NV_LIBNPP_DEV_VERSION=12.2.1.4-1 | NV_LIBNPP_DEV_VERSION=12.3.0.159-1
NV_LIBNPP_PACKAGE=libnpp-12-2=12.2.1.4-1 | NV_LIBNPP_PACKAGE=libnpp-12-5=12.3.0.159-1
NV_LIBNPP_VERSION=12.2.1.4-1 | NV_LIBNPP_VERSION=12.3.0.159-1
NV_NVML_DEV_VERSION=12.2.140-1 | NV_NVML_DEV_VERSION=12.5.82-1
NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-2=12.2.142-1 | NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-5=12.5.82-1
NV_NVPROF_VERSION=12.2.142-1 | NV_NVPROF_VERSION=12.5.82-1
NV_NVTX_VERSION=12.2.140-1 | NV_NVTX_VERSION=12.5.82-1