v167 - GPU
·
3 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:v167
Digest: 8777803d62f21da3e88e1062b5cc6973d9612768ca7bc59613d418958084e3cc
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.23 | a2a-sdk==0.3.25
> aiobotocore==3.3.0
> aioitertools==0.13.0
alembic==1.18.1 | alembic==1.18.4
ansicolors==1.1.8 <
astropy-iers-data==0.2026.1.12.0.42.13 | astropy-iers-data==0.2026.2.23.0.48.33
Authlib==1.6.6 | Authlib==1.6.8
babel==2.17.0 | babel==2.18.0
bayesian-optimization==3.2.0 | bayesian-optimization==3.2.1
bigframes==2.31.0 | bigframes==2.35.0
black==26.1.0 | black==26.3.1
blobfile==3.1.0 | blobfile==3.2.0
blosc2==3.12.2 | blosc2==4.0.0
bokeh==3.7.3 | bokeh==3.8.2
boto3==1.42.50 | boto3==1.42.70
botocore==1.42.50 | botocore==1.42.70
cachetools==6.2.4 | cachetools==6.2.6
catboost==1.2.8 | catboost==1.2.10
> ConfigSpace==1.2.2
coverage==7.13.4 | coverage==7.13.5
cuda-bindings==12.9.5 | cucim-cu12==26.2.0
> cuda-bindings==12.9.4
cuda-pathfinder==1.3.3 | cuda-pathfinder==1.3.5
cuda-python==12.9.5 | cuda-python==12.9.4
cuda-toolkit==12.9.1 | cuda-toolkit==12.8.1
cudf-cu12==25.10.0 | cudf-cu12==26.2.1
cudf-polars-cu12==25.10.0 | cudf-polars-cu12==26.2.1
cuml-cu12==25.10.0 | cuml-cu12==26.2.0
cupy-cuda12x==13.6.0 | cupy-cuda12x==14.0.1
> cuvs-cu12==26.2.0
daal==2025.10.1 | daal==2025.11.0
dask==2025.9.1 | dask==2026.1.1
dask-cuda==25.10.0 | dask-cuda==26.2.0
dask-cudf-cu12==25.10.0 | dask-cudf-cu12==26.2.1
> dask-expr==2.0.0
> dask-jobqueue==0.9.0
dataproc-spark-connect==1.0.1 | dataproc-spark-connect==1.0.2
datasets==4.0.0 | datasets==4.8.3
deepdiff==8.6.1 | deepdiff==8.6.2
dill==0.3.8 | dill==0.4.1
dipy==1.11.0 | dipy==1.12.0
distributed==2025.9.1 | distributed==2026.1.1
distributed-ucxx-cu12==0.46.0 | distributed-ucxx-cu12==0.48.0
einops==0.8.1 | einops==0.8.2
fastai==2.8.6 | fastai==2.8.7
fastapi==0.123.10 | fastapi==0.133.0
fastcore==1.12.14 | fastcore==1.12.16
fastgit==0.0.2 | fastgit==0.0.4
fastprogress==1.1.3 | fastprogress==1.1.5
fastrlock==0.8.3 <
filelock==3.20.3 | filelock==3.24.3
Flask==3.1.2 | Flask==3.1.3
fsspec==2025.3.0 | fsspec==2026.2.0
> func_timeout==4.3.5
ghapi==1.0.10 | ghapi==1.0.11
google-adk==1.21.0 | google-adk==1.25.1
google-api-core==2.29.0 | google-api-core==2.30.0
google-api-python-client==2.188.0 | google-api-python-client==2.190.0
google-auth==2.43.0 | google-auth==2.47.0
google-auth-oauthlib==1.2.2 | google-auth-oauthlib==1.2.4
google-cloud-aiplatform==1.130.0 | google-cloud-aiplatform==1.138.0
google-cloud-bigquery==3.40.0 | google-cloud-bigquery==3.40.1
google-cloud-dataproc==5.24.0 | google-cloud-dataproc==5.25.0
> google-cloud-iam==2.21.0
google-cloud-monitoring==2.29.0 | google-cloud-monitoring==2.29.1
> google-cloud-pubsub==2.35.0
google-cloud-spanner==3.62.0 | google-cloud-spanner==3.63.0
google-cloud-speech==2.36.0 | google-cloud-speech==2.36.1
google-cloud-storage==3.8.0 | google-cloud-storage==3.9.0
google-genai==1.55.0 | google-genai==1.64.0
greenlet==3.3.0 | greenlet==3.3.2
grpcio==1.76.0 | grpcio==1.78.1
h2o==3.46.0.9 | h2o==3.46.0.10
h5netcdf==1.8.0 | h5netcdf==1.8.1
hf_transfer==0.1.9 | hf-xet==1.3.0
hf-xet==1.2.0 | highspy==1.13.1
highspy==1.12.0 | holidays==0.91
holidays==0.88 <
httplib2==0.31.1 | httplib2==0.31.2
immutabledict==4.2.2 | immutabledict==4.3.1
intel-cmplr-lib-ur==2025.3.1 | intel-cmplr-lib-ur==2025.3.2
intel-openmp==2025.3.1 | intel-openmp==2025.3.2
jupytext==1.18.1 | jupytext==1.19.1
kaggle-environments==1.27.0 | kaggle-environments==1.27.3
kagglesdk==0.1.15 | kagglesdk==0.1.16
langchain==1.2.4 | langchain==1.2.10
langchain-core==1.2.7 | langchain-core==1.2.15
langgraph==1.0.6 | langgraph==1.0.9
langgraph-prebuilt==1.0.6 | langgraph-prebuilt==1.0.8
langgraph-sdk==0.3.3 | langgraph-sdk==0.3.9
langsmith==0.6.4 | langsmith==0.7.6
libcudf-cu12==25.10.0 | libcudf-cu12==26.2.1
libcugraph-cu12==25.10.1 | libcugraph-cu12==26.2.0
libcuml-cu12==25.10.0 | libcuml-cu12==26.2.0
libkvikio-cu12==25.10.0 | libcuvs-cu12==26.2.0
> libkvikio-cu12==26.2.0
libraft-cu12==25.10.0 | libraft-cu12==26.2.0
librmm-cu12==25.10.0 | librmm-cu12==26.2.0
libucxx-cu12==0.46.0 | libucxx-cu12==0.48.0
lightning-utilities==0.15.2 | lightning-utilities==0.15.3
line_profiler==5.0.1 | line_profiler==5.0.2
litellm==1.81.13 | litellm==1.82.4
Markdown==3.10 | Markdown==3.10.2
mcp==1.25.0 | mcp==1.26.0
mkl==2025.3.0 | mkl==2025.3.1
multidict==6.7.0 | multidict==6.7.1
narwhals==2.15.0 | narwhals==2.17.0
numba-cuda==0.19.2rc0 | numba-cuda==0.22.2
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==12.8.90
nvidia-cuda-nvrtc-cu12==12.6.77 | nvidia-cuda-nvrtc-cu12==12.8.93
nvidia-cuda-runtime-cu12==12.6.77 | nvidia-cuda-runtime-cu12==12.8.90
nvidia-cufft-cu12==11.3.0.4 | nvidia-cufft-cu12==11.3.3.83
nvidia-cufile-cu12==1.11.1.6 | nvidia-cufile-cu12==1.13.1.3
nvidia-curand-cu12==10.3.7.77 | nvidia-curand-cu12==10.3.9.90
nvidia-cusolver-cu12==11.7.1.2 | nvidia-cusolver-cu12==11.7.3.90
nvidia-cusparse-cu12==12.5.4.2 | nvidia-cusparse-cu12==12.5.8.93
nvidia-ml-py==13.590.44 | nvidia-libnvcomp-cu12==5.1.0.21
> nvidia-ml-py==13.590.48
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvimgcodec-cu12==0.7.0.11
nvidia-nvshmem-cu12==3.3.20 | nvidia-nvjitlink-cu12==12.8.93
nvidia-nvtx-cu12==12.6.77 | nvidia-nvshmem-cu12==3.4.5
> nvidia-nvtx-cu12==12.8.90
nx-cugraph-cu12==25.10.0 | nx-cugraph-cu12==26.2.0
onemkl-license==2025.3.0 | onemkl-license==2025.3.1
open_spiel==1.6.11 | open_spiel==1.6.12
openai==2.15.0 | openai==2.23.0
opencv-contrib-python==4.12.0.88 | opencv-contrib-python==4.13.0.92
opencv-python==4.12.0.88 | opencv-python==4.13.0.92
opencv-python-headless==4.12.0.88 | opencv-python-headless==4.13.0.92
openslide-bin==4.0.0.11 | openslide-bin==4.0.0.13
opentelemetry-api==1.37.0 | opentelemetry-api==1.38.0
opentelemetry-exporter-otlp-proto-common==1.37.0 | opentelemetry-exporter-otlp-proto-common==1.38.0
opentelemetry-exporter-otlp-proto-http==1.37.0 | opentelemetry-exporter-otlp-proto-http==1.38.0
opentelemetry-proto==1.37.0 | opentelemetry-proto==1.38.0
opentelemetry-sdk==1.37.0 | opentelemetry-sdk==1.38.0
opentelemetry-semantic-conventions==0.58b0 | opentelemetry-semantic-conventions==0.59b0
optax==0.2.6 | optax==0.2.7
optree==0.18.0 | optree==0.19.0
optuna==4.7.0 | optuna==4.8.0
orbax-checkpoint==0.11.31 | orbax-checkpoint==0.11.33
orjson==3.11.5 | orjson==3.11.7
ormsgpack==1.12.1 | ormsgpack==1.12.2
osqp==1.0.5 | osqp==1.1.1
packaging==25.0 | packaging==26.0
panel==1.8.5 | panel==1.8.7
papermill==2.6.0 | papermill==2.7.0
param==2.3.1 | param==2.3.2
parso==0.8.5 | parso==0.8.6
peewee==3.19.0 | peewee==4.0.0
platformdirs==4.5.1 | platformdirs==4.9.2
plum-dispatch==2.6.1 | plum-dispatch==2.7.1
ply==3.11 | pointpats==2.5.5
pointpats==2.5.2 <
polars==1.31.0 | polars==1.35.2
pooch==1.8.2 | polars-runtime-32==1.35.2
> pooch==1.9.0
prophet==1.2.1 | prophet==1.3.0
proto-plus==1.27.0 | proto-plus==1.27.1
puremagic==1.30 | puremagic==2.1.0
pyarrow==18.1.0 | pyarrow==23.0.1
pycparser==2.23 | pycparser==3.0
pydantic-settings==2.12.0 | pydantic-settings==2.13.1
PyJWT==2.10.1 | PyJWT==2.11.0
pylibcudf-cu12==25.10.0 | pylibcudf-cu12==26.2.1
pylibcugraph-cu12==25.10.1 | pylibcugraph-cu12==26.2.0
pylibraft-cu12==25.10.0 | pylibraft-cu12==26.2.0
pymc==5.27.0 | pymc==5.28.0
pyomo==6.9.5 | pyomo==6.10.0
pyparsing==3.3.1 | pyparsing==3.3.2
pypdf==6.7.0 | pypdf==6.9.1
pyspark==4.0.1 | pyspark==4.0.2
pytensor==2.36.3 | pytensor==2.38.0
python-box==7.3.2 | python-box==7.4.1
python-fasthtml==0.12.39 | python-fasthtml==0.12.47
python-multipart==0.0.21 | python-multipart==0.0.22
quantecon==0.10.1 | quantecon==0.11.0
raft-dask-cu12==25.10.0 | raft-dask-cu12==26.2.0
rapids-dask-dependency==25.10.0 | rapids-dask-dependency==26.2.0
rapids-logger==0.1.19 | rapids-logger==0.2.3
ray==2.53.0 | ray==2.54.0
rmm-cu12==25.10.0 | rmm-cu12==26.2.0
ruff==0.14.13 | ruff==0.15.2
s3fs==0.4.2 | s3fs==2026.2.0
scikit-learn-intelex==2025.10.1 | scikit-learn-intelex==2025.11.0
sentence-transformers==5.2.0 | sentence-transformers==5.2.3
sentry-sdk==2.49.0 | sentry-sdk==2.53.0
setuptools-scm==9.2.2 <
simple-parsing==0.1.7 | simple-parsing==0.1.8
simsimd==6.5.12 | simsimd==6.5.13
smart_open==7.5.0 | smart_open==7.5.1
soupsieve==2.8.1 | soupsieve==2.8.3
SQLAlchemy==2.0.45 | SQLAlchemy==2.0.47
sse-starlette==3.1.2 | sse-starlette==3.2.0
starlette==0.50.0 | starlette==0.52.1
tbb==2022.3.0 | tbb==2022.3.1
tenacity==9.1.2 | tenacity==9.1.4
tensorstore==0.1.80 | tensorstore==0.1.81
tifffile==2026.1.14 | tifffile==2026.2.20
timm==1.0.24 | timm==1.0.25
torch==2.9.0+cu126 | torch==2.10.0+cu128
torchaudio==2.9.0+cu126 | torchaudio==2.10.0+cu128
torchcodec==0.9.0 | torchcodec==0.10.0+cu128
torchmetrics==1.8.2 | torchmetrics==1.9.0
torchvision==0.24.0+cu126 | torchvision==0.25.0+cu128
TPOT==0.12.2 | TPOT==1.1.0
tqdm==4.67.1 | tqdm==4.67.3
traitlets==5.7.1 | traitlets==5.14.3
transformers==5.2.0 | transformers==5.0.0
treelite==4.4.1 | treelite==4.6.1
triton==3.5.0 | triton==3.6.0
trx-python==0.3 | trx-python==0.4.0
typeguard==4.4.4 | typeguard==4.5.1
typer==0.21.1 | typer==0.24.1
typer-slim==0.21.1 | typer-slim==0.24.0
types-setuptools==80.9.0.20250822 | types-setuptools==80.10.0.20260124
ucxx-cu12==0.46.0 | ucxx-cu12==0.48.0
ujson==5.11.0 | ujson==5.12.0
umf==1.0.2 | umf==1.0.3
uuid_utils==0.13.0 | uuid_utils==0.14.1
uvicorn==0.40.0 | uvicorn==0.41.0
Wand==0.6.13 | Wand==0.7.0
wandb==0.24.0 | wandb==0.25.0
Werkzeug==3.1.5 | Werkzeug==3.1.6
wheel==0.45.1 | wheel==0.46.3
wordcloud==1.9.5 | wordcloud==1.9.6
wrapt==2.0.1 | wrapt==2.1.1
xarray-einstats==0.9.1 | xarray-einstats==0.10.0
xgboost==3.1.3 | xgboost==3.2.0
xvfbwrapper==0.2.18 | xvfbwrapper==0.2.22
ydf==0.14.0 | ydf==0.15.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 22.04.4 LTS | Ubuntu 22.04.5 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12ubuntu4.6 | base-files==12ubuntu4.7
binutils==2.38-4ubuntu2.6 | binutils==2.38-4ubuntu2.7
binutils-common:amd64==2.38-4ubuntu2.6 | binutils-common:amd64==2.38-4ubuntu2.7
binutils-x86-64-linux-gnu==2.38-4ubuntu2.6 | binutils-x86-64-linux-gnu==2.38-4ubuntu2.7
cuda-cccl-12-5==12.5.39-1 | cuda-cccl-12-8==12.8.90-1
cuda-command-line-tools-12-5==12.5.1-1 | cuda-command-line-tools-12-8==12.8.1-1
cuda-compat-12-5==555.42.06-1 | cuda-compat-12-8==570.124.06-0ubuntu1
cuda-compiler-12-5==12.5.1-1 | cuda-compiler-12-8==12.8.1-1
cuda-crt-12-5==12.5.82-1 | cuda-crt-12-8==12.8.93-1
cuda-cudart-12-5==12.5.82-1 | cuda-cudart-12-8==12.8.90-1
cuda-cudart-dev-12-5==12.5.82-1 | cuda-cudart-dev-12-8==12.8.90-1
cuda-cuobjdump-12-5==12.5.39-1 | cuda-cuobjdump-12-8==12.8.90-1
cuda-cupti-12-5==12.5.82-1 | cuda-cupti-12-8==12.8.90-1
cuda-cupti-dev-12-5==12.5.82-1 | cuda-cupti-dev-12-8==12.8.90-1
cuda-cuxxfilt-12-5==12.5.82-1 | cuda-cuxxfilt-12-8==12.8.90-1
cuda-driver-dev-12-5==12.5.82-1 | cuda-driver-dev-12-8==12.8.90-1
cuda-gdb-12-5==12.5.82-1 | cuda-gdb-12-8==12.8.90-1
cuda-libraries-12-5==12.5.1-1 | cuda-libraries-12-8==12.8.1-1
cuda-libraries-dev-12-5==12.5.1-1 | cuda-libraries-dev-12-8==12.8.1-1
cuda-minimal-build-12-5==12.5.1-1 | cuda-minimal-build-12-8==12.8.1-1
cuda-nsight-compute-12-5==12.5.1-1 | cuda-nsight-compute-12-8==12.8.1-1
cuda-nvcc-12-5==12.5.82-1 | cuda-nvcc-12-8==12.8.93-1
cuda-nvdisasm-12-5==12.5.39-1 | cuda-nvdisasm-12-8==12.8.90-1
cuda-nvml-dev-12-5==12.5.82-1 | cuda-nvml-dev-12-8==12.8.90-1
cuda-nvprof-12-5==12.5.82-1 | cuda-nvprof-12-8==12.8.90-1
cuda-nvprune-12-5==12.5.82-1 | cuda-nvprune-12-8==12.8.90-1
cuda-nvrtc-12-5==12.5.82-1 | cuda-nvrtc-12-8==12.8.93-1
cuda-nvrtc-dev-12-5==12.5.82-1 | cuda-nvrtc-dev-12-8==12.8.93-1
cuda-nvtx-12-5==12.5.82-1 | cuda-nvtx-12-8==12.8.90-1
cuda-nvvm-12-5==12.5.82-1 | cuda-nvvm-12-8==12.8.93-1
cuda-opencl-12-5==12.5.39-1 | cuda-opencl-12-8==12.8.90-1
cuda-opencl-dev-12-5==12.5.39-1 | cuda-opencl-dev-12-8==12.8.90-1
cuda-profiler-api-12-5==12.5.39-1 | cuda-profiler-api-12-8==12.8.90-1
cuda-sanitizer-12-5==12.5.81-1 | cuda-sanitizer-12-8==12.8.93-1
cuda-toolkit-12-5-config-common==12.5.82-1 | cuda-toolkit-12-8-config-common==12.8.90-1
cuda-toolkit-12-config-common==12.5.82-1 | cuda-toolkit-12-config-common==12.8.90-1
cuda-toolkit-config-common==12.5.82-1 | cuda-toolkit-config-common==12.8.90-1
dirmngr==2.2.27-3ubuntu2.4 | dirmngr==2.2.27-3ubuntu2.5
e2fsprogs==1.46.5-2ubuntu1.1 | e2fsprogs==1.46.5-2ubuntu1.2
gh==2.83.1 | gh==2.86.0
gnupg==2.2.27-3ubuntu2.4 | gnupg==2.2.27-3ubuntu2.5
gnupg-l10n==2.2.27-3ubuntu2.4 | gnupg-l10n==2.2.27-3ubuntu2.5
gnupg-utils==2.2.27-3ubuntu2.4 | gnupg-utils==2.2.27-3ubuntu2.5
gnupg2==2.2.27-3ubuntu2.4 | gnupg2==2.2.27-3ubuntu2.5
gpg==2.2.27-3ubuntu2.4 | gpg==2.2.27-3ubuntu2.5
gpg-agent==2.2.27-3ubuntu2.4 | gpg-agent==2.2.27-3ubuntu2.5
gpg-wks-client==2.2.27-3ubuntu2.4 | gpg-wks-client==2.2.27-3ubuntu2.5
gpg-wks-server==2.2.27-3ubuntu2.4 | gpg-wks-server==2.2.27-3ubuntu2.5
gpgconf==2.2.27-3ubuntu2.4 | gpgconf==2.2.27-3ubuntu2.5
gpgsm==2.2.27-3ubuntu2.4 | gpgsm==2.2.27-3ubuntu2.5
gpgv==2.2.27-3ubuntu2.4 | gpgv==2.2.27-3ubuntu2.5
libavahi-client3:amd64==0.8-5ubuntu5.3 | libavahi-client3:amd64==0.8-5ubuntu5.4
libavahi-common-data:amd64==0.8-5ubuntu5.3 | libavahi-common-data:amd64==0.8-5ubuntu5.4
libavahi-common3:amd64==0.8-5ubuntu5.3 | libavahi-common3:amd64==0.8-5ubuntu5.4
libbinutils:amd64==2.38-4ubuntu2.6 | libbinutils:amd64==2.38-4ubuntu2.7
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
libcaca0:amd64==0.99.beta19-2.2ubuntu4 | libcaca0:amd64==0.99.beta19-2.2ubuntu4.1
libctf-nobfd0:amd64==2.38-4ubuntu2.6 | libctf-nobfd0:amd64==2.38-4ubuntu2.7
libctf0:amd64==2.38-4ubuntu2.6 | libctf0:amd64==2.38-4ubuntu2.7
libcublas-12-5==12.5.3.2-1 | libcublas-12-8==12.8.4.1-1
libcublas-dev-12-5==12.5.3.2-1 | libcublas-dev-12-8==12.8.4.1-1
libcudnn9-cuda-12==9.2.1.18-1 | libcudnn9-cuda-12==9.8.0.87-1
libcudnn9-dev-cuda-12==9.2.1.18-1 | libcudnn9-dev-cuda-12==9.8.0.87-1
libcufft-12-5==11.2.3.61-1 | libcufft-12-8==11.3.3.83-1
libcufft-dev-12-5==11.2.3.61-1 | libcufft-dev-12-8==11.3.3.83-1
libcufile-12-5==1.10.1.7-1 | libcufile-12-8==1.13.1.3-1
libcufile-dev-12-5==1.10.1.7-1 | libcufile-dev-12-8==1.13.1.3-1
libcurand-12-5==10.3.6.82-1 | libcurand-12-8==10.3.9.90-1
libcurand-dev-12-5==10.3.6.82-1 | libcurand-dev-12-8==10.3.9.90-1
libcusolver-12-5==11.6.3.83-1 | libcusolver-12-8==11.7.3.90-1
libcusolver-dev-12-5==11.6.3.83-1 | libcusolver-dev-12-8==11.7.3.90-1
libcusparse-12-5==12.5.1.3-1 | libcusparse-12-8==12.5.8.93-1
libcusparse-dev-12-5==12.5.1.3-1 | libcusparse-dev-12-8==12.5.8.93-1
libdjvulibre-dev:amd64==3.5.28-2ubuntu0.22.04.1 | libdjvulibre-dev:amd64==3.5.28-2ubuntu0.22.04.2
libdjvulibre-text==3.5.28-2ubuntu0.22.04.1 | libdjvulibre-text==3.5.28-2ubuntu0.22.04.2
libdjvulibre21:amd64==3.5.28-2ubuntu0.22.04.1 | libdjvulibre21:amd64==3.5.28-2ubuntu0.22.04.2
libext2fs2:amd64==1.46.5-2ubuntu1.1 | libext2fs2:amd64==1.46.5-2ubuntu1.2
libglib2.0-data==2.72.4-0ubuntu2.6 | libglib2.0-data==2.72.4-0ubuntu2.9
libldap-2.5-0:amd64==2.5.17+dfsg-0ubuntu0.22.04.1 | libldap-2.5-0:amd64==2.5.18+dfsg-0ubuntu0.22.04.3
libmysqlclient-dev==8.0.44-0ubuntu0.22.04.1 | libmysqlclient-dev==8.0.45-0ubuntu0.22.04.1
libmysqlclient21:amd64==8.0.44-0ubuntu0.22.04.1 | libmysqlclient21:amd64==8.0.45-0ubuntu0.22.04.1
libnccl-dev==2.22.3-1+cuda12.5 | libnccl-dev==2.25.1-1+cuda12.8
libnccl2==2.22.3-1+cuda12.5 | libnccl2==2.25.1-1+cuda12.8
libnpp-12-5==12.3.0.159-1 | libnpp-12-8==12.3.3.100-1
libnpp-dev-12-5==12.3.0.159-1 | libnpp-dev-12-8==12.3.3.100-1
libnvfatbin-12-5==12.5.82-1 | libnvfatbin-12-8==12.8.90-1
libnvfatbin-dev-12-5==12.5.82-1 | libnvfatbin-dev-12-8==12.8.90-1
libnvjitlink-12-5==12.5.82-1 | libnvjitlink-12-8==12.8.93-1
libnvjitlink-dev-12-5==12.5.82-1 | libnvjitlink-dev-12-8==12.8.93-1
libnvjpeg-12-5==12.3.2.81-1 | libnvjpeg-12-8==12.3.5.92-1
libnvjpeg-dev-12-5==12.3.2.81-1 | libnvjpeg-dev-12-8==12.3.5.92-1
libpam-modules:amd64==1.4.0-11ubuntu2.4 | libpam-modules:amd64==1.4.0-11ubuntu2.5
libpam-modules-bin==1.4.0-11ubuntu2.4 | libpam-modules-bin==1.4.0-11ubuntu2.5
libpam-runtime==1.4.0-11ubuntu2.4 | libpam-runtime==1.4.0-11ubuntu2.5
libpam0g:amd64==1.4.0-11ubuntu2.4 | libpam0g:amd64==1.4.0-11ubuntu2.5
libpng-dev:amd64==1.6.37-3build5 | libpng-dev:amd64==1.6.37-3ubuntu0.3
libpng16-16:amd64==1.6.37-3build5 | libpng16-16:amd64==1.6.37-3ubuntu0.3
libpython3.10:amd64==3.10.12-1~22.04.12 | libpython3.10:amd64==3.10.12-1~22.04.14
libpython3.10-dev:amd64==3.10.12-1~22.04.12 | libpython3.10-dev:amd64==3.10.12-1~22.04.14
libpython3.10-minimal:amd64==3.10.12-1~22.04.12 | libpython3.10-minimal:amd64==3.10.12-1~22.04.14
libpython3.10-stdlib:amd64==3.10.12-1~22.04.12 | libpython3.10-stdlib:amd64==3.10.12-1~22.04.14
libsodium-dev:amd64==1.0.18-1build2 | libsodium-dev:amd64==1.0.18-1ubuntu0.22.04.1
libsodium23:amd64==1.0.18-1build2 | libsodium23:amd64==1.0.18-1ubuntu0.22.04.1
libss2:amd64==1.46.5-2ubuntu1.1 | libss2:amd64==1.46.5-2ubuntu1.2
libssl-dev:amd64==3.0.2-0ubuntu1.20 | libssl-dev:amd64==3.0.2-0ubuntu1.21
libssl3:amd64==3.0.2-0ubuntu1.20 | libssl3:amd64==3.0.2-0ubuntu1.21
libxml2:amd64==2.9.13+dfsg-1ubuntu0.10 | libxml2:amd64==2.9.13+dfsg-1ubuntu0.11
libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.10 | libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.11
libxnvctrl0:amd64==590.44.01-0ubuntu1 | libxnvctrl0:amd64==590.48.01-0ubuntu1
libxslt1.1:amd64==1.1.34-4ubuntu0.22.04.4 | libxslt1.1:amd64==1.1.34-4ubuntu0.22.04.5
linux-headers-5.15.0-163==5.15.0-163.173 | linux-headers-5.15.0-168==5.15.0-168.178
linux-headers-5.15.0-163-generic==5.15.0-163.173 | linux-headers-5.15.0-168-generic==5.15.0-168.178
linux-headers-generic==5.15.0.163.158 | linux-headers-generic==5.15.0.168.159
linux-libc-dev:amd64==5.15.0-113.123 | linux-libc-dev:amd64==5.15.0-134.145
locales==2.35-0ubuntu3.11 | locales==2.35-0ubuntu3.13
logsave==1.46.5-2ubuntu1.1 | logsave==1.46.5-2ubuntu1.2
nsight-compute-2024.2.1==2024.2.1.2-1 | nsight-compute-2025.1.1==2025.1.1.2-1
openjdk-17-jdk-headless:amd64==17.0.17+10-1~22.04 | openjdk-17-jdk-headless:amd64==17.0.18+8-1~22.04.1
openjdk-17-jre-headless:amd64==17.0.17+10-1~22.04 | openjdk-17-jre-headless:amd64==17.0.18+8-1~22.04.1
openssh-client==1:8.9p1-3ubuntu0.13 | openssh-client==1:8.9p1-3ubuntu0.14
openssl==3.0.2-0ubuntu1.16 | openssl==3.0.2-0ubuntu1.19
python3.10==3.10.12-1~22.04.12 | python3.10==3.10.12-1~22.04.14
python3.10-minimal==3.10.12-1~22.04.12 | python3.10-minimal==3.10.12-1~22.04.14
r-cran-base64enc==0.1-3-3 | r-cran-base64enc==0.1-6-1.ca2204.1
r-cran-blob==1.2.4-1.ca2204.1 | r-cran-blob==1.3.0-1.ca2204.1
r-cran-broom==1.0.11-1.ca2204.1 | r-cran-broom==1.0.12-1.ca2204.1
r-cran-bslib==0.9.0-1.ca2204.1 | r-cran-bslib==0.10.0-1.ca2204.1
r-cran-cluster==2.1.8.1-1.ca2204.1 | r-cran-cluster==2.1.8.2-1.ca2204.1
r-cran-cpp11==0.5.2-1.ca2204.1 | r-cran-cpp11==0.5.3-1.ca2204.1
r-cran-data.table==1.17.8-1.ca2204.1 | r-cran-data.table==1.18.2.1-1.ca2204.1
r-cran-dplyr==1.1.4-1.ca2204.1 | r-cran-dplyr==1.2.0-1.ca2204.1
r-cran-gargle==1.6.0-1.ca2204.1 | r-cran-gargle==1.6.1-1.ca2204.1
r-cran-gert==2.2.0-1.ca2204.1 | r-cran-gert==2.3.1-1.ca2204.1
r-cran-ggplot2==4.0.1-1.ca2204.1 | r-cran-ggplot2==4.0.2-1.ca2204.1
r-cran-knitr==1.50-1.ca2204.1 | r-cran-knitr==1.51-1.ca2204.1
r-cran-later==1.4.4-1.ca2204.1 | r-cran-later==1.4.5-1.ca2204.1
r-cran-lifecycle==1.0.4-1.ca2204.1 | r-cran-lifecycle==1.0.5-1.ca2204.1
r-cran-lubridate==1.9.4-1.ca2204.1 | r-cran-lubridate==1.9.5-1.ca2204.1
r-cran-pkgload==1.4.1-1.ca2204.1 | r-cran-pkgload==1.5.0-1.ca2204.1
r-cran-purrr==1.2.0-1.ca2204.1 | r-cran-purrr==1.2.1-1.ca2204.1
r-cran-rappdirs==0.3.3-1.ca2204.1 | r-cran-rappdirs==0.3.4-1.ca2204.1
r-cran-rcpp==1.1.0-1.ca2204.1 | r-cran-rcpp==1.1.1-1.ca2204.1
r-cran-rlang==1.1.6-1.ca2204.1 | r-cran-rlang==1.1.7-1.ca2204.1
r-cran-rstudioapi==0.17.1-1.ca2204.1 | r-cran-rstudioapi==0.18.0-1.ca2204.1
r-cran-selectr==0.5-0-1.ca2204.1 | r-cran-selectr==0.5-1-1.ca2204.1
r-cran-survival==3.8-3-1.ca2204.1 | r-cran-survival==3.8-6-1.ca2204.1
r-cran-testthat==3.3.1-1.ca2204.1 | r-cran-testthat==3.3.2-1.ca2204.1
r-cran-tibble==3.3.0-1.ca2204.1 | r-cran-tibble==3.3.1-1.ca2204.1
r-cran-tidyr==1.3.1-1.ca2204.1 | r-cran-tidyr==1.3.2-1.ca2204.1
r-cran-timechange==0.3.0-1.ca2204.1 | r-cran-timechange==0.4.0-1.ca2204.1
r-cran-uuid==1.2-1-1.ca2204.1 | r-cran-uuid==1.2-2-1.ca2204.1
r-cran-vctrs==0.6.5-1.ca2204.1 | r-cran-vctrs==0.7.1-1.ca2204.1
r-cran-viridislite==0.4.2-1.ca2204.1 | r-cran-viridislite==0.4.3-1.ca2204.1
r-cran-vroom==1.6.7-1.ca2204.1 | r-cran-vroom==1.7.0-1.ca2204.1
r-cran-xfun==0.54-1.ca2204.1 | r-cran-xfun==0.56-1.ca2204.1
r-cran-xml2==1.5.1-1.ca2204.1 | r-cran-xml2==1.5.2-1.ca2204.1
r-cran-yaml==2.3.11-1.ca2204.1 | r-cran-yaml==2.3.12-1.ca2204.1
== Comparing printenv | sort ==
BUILD_DATE=20260217-122511 | BUILD_DATE=20260319-192809
COLAB_RELEASE_TAG=release-colab-external_20260126-060048_RC00 | COLAB_RELEASE_TAG=release-colab-external_20260226-060109_RC00
CUDA_VERSION=12.5.1 | CUDA_VERSION=12.8.1
GIT_COMMIT=eb7204008d3d05708dd06d89dadb58c3aa4eb07c | GIT_COMMIT=82c5c43ffc1082a9813b21a1284ddb6619930594
HOSTNAME=2e094db1a3b3 | HOSTNAME=1cc907538af4
LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 | LD_LIBRARY_PATH=/usr/local/cuda/lib64
NCCL_VERSION=2.22.3-1 | NCCL_VERSION=2.25.1-1
NV_CUDA_CUDART_DEV_VERSION=12.5.82-1 | NV_CUDA_CUDART_DEV_VERSION=12.8.90-1
NV_CUDA_CUDART_VERSION=12.5.82-1 | NV_CUDA_CUDART_VERSION=12.8.90-1
NV_CUDA_LIB_VERSION=12.5.1-1 | NV_CUDA_LIB_VERSION=12.8.1-1
NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-5=1 | NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-8=1
NV_CUDA_NSIGHT_COMPUTE_VERSION=12.5.1-1 | NV_CUDA_NSIGHT_COMPUTE_VERSION=12.8.1-1
NV_CUDNN_PACKAGE_DEV=libcudnn9-dev-cuda-12=9.2.1.18-1 | NV_CUDNN_PACKAGE_DEV=libcudnn9-dev-cuda-12=9.8.0.87-1
NV_CUDNN_PACKAGE=libcudnn9-cuda-12=9.2.1.18-1 | NV_CUDNN_PACKAGE=libcudnn9-cuda-12=9.8.0.87-1
NV_CUDNN_VERSION=9.2.1.18-1 | NV_CUDNN_VERSION=9.8.0.87-1
NVIDIA_REQUIRE_CUDA=cuda>=12.5 brand=unknown,driver>=470,driv | NVIDIA_REQUIRE_CUDA=cuda>=12.8 brand=unknown,driver>=470,driv
NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-5=12.5.3.2-1 | NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-8=12.8.4.1-1
NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-5 | NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-8
NV_LIBCUBLAS_DEV_VERSION=12.5.3.2-1 | NV_LIBCUBLAS_DEV_VERSION=12.8.4.1-1
NV_LIBCUBLAS_PACKAGE=libcublas-12-5=12.5.3.2-1 | NV_LIBCUBLAS_PACKAGE=libcublas-12-8=12.8.4.1-1
NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-5 | NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-8
NV_LIBCUBLAS_VERSION=12.5.3.2-1 | NV_LIBCUBLAS_VERSION=12.8.4.1-1
NV_LIBCUSPARSE_DEV_VERSION=12.5.1.3-1 | NV_LIBCUSPARSE_DEV_VERSION=12.5.8.93-1
NV_LIBCUSPARSE_VERSION=12.5.1.3-1 | NV_LIBCUSPARSE_VERSION=12.5.8.93-1
NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.22.3-1+cuda12.5 | NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.25.1-1+cuda12.8
NV_LIBNCCL_DEV_PACKAGE_VERSION=2.22.3-1 | NV_LIBNCCL_DEV_PACKAGE_VERSION=2.25.1-1
NV_LIBNCCL_PACKAGE=libnccl2=2.22.3-1+cuda12.5 | NV_LIBNCCL_PACKAGE=libnccl2=2.25.1-1+cuda12.8
NV_LIBNCCL_PACKAGE_VERSION=2.22.3-1 | NV_LIBNCCL_PACKAGE_VERSION=2.25.1-1
NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-5=12.3.0.159-1 | NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-8=12.3.3.100-1
NV_LIBNPP_DEV_VERSION=12.3.0.159-1 | NV_LIBNPP_DEV_VERSION=12.3.3.100-1
NV_LIBNPP_PACKAGE=libnpp-12-5=12.3.0.159-1 | NV_LIBNPP_PACKAGE=libnpp-12-8=12.3.3.100-1
NV_LIBNPP_VERSION=12.3.0.159-1 | NV_LIBNPP_VERSION=12.3.3.100-1
NV_NVML_DEV_VERSION=12.5.82-1 | NV_NVML_DEV_VERSION=12.8.90-1
NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-5=12.5.82-1 | NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-8=12.8.90-1
NV_NVPROF_VERSION=12.5.82-1 | NV_NVPROF_VERSION=12.8.90-1
NV_NVTX_VERSION=12.5.82-1 | NV_NVTX_VERSION=12.8.90-1
PATH=/opt/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/ | PATH=/opt/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/