Snowflake Container Runtime GPU Version 2.7 (Latest)¶
Added¶
- Added support for ipywidgets in notebooks.
Changed¶
- PyTorch backend now defaults to Ray Train. To opt out, set
PYTORCH_USE_LEGACY_TRAINER=1. Legacy path will be removed in an upcoming release. TunerConfignow defaultsresource_per_trialto{"CPU": 1}whenuses_snowflake_trainer=True, since the inner distributed trainer creates its own placement group for the training workers. Previously, this needed to be set explicitly for good multi-node performance.
Fixed¶
- Fixed
get_session()overwriting notebook database/schema context.
The following list shows the packages available for each Python version of GPU version 2.7.
GPU Container Runtime Python 3.10 Version 2.7 has the following packages:
| Package | Version |
|---|---|
| absl-py | 2.4.0 |
| accelerate | 1.14.0 |
| aiobotocore | 2.26.0 |
| aiohappyeyeballs | 2.6.2 |
| aiohttp | 3.14.1 |
| aiohttp-cors | 0.8.1 |
| aioitertools | 0.13.0 |
| aiosignal | 1.4.0 |
| annotated-doc | 0.0.4 |
| annotated-types | 0.7.0 |
| anyio | 4.14.1 |
| anywidget | 0.11.0 |
| appdirs | 1.4.4 |
| argon2-cffi | 25.1.0 |
| argon2-cffi-bindings | 25.1.0 |
| arrow | 1.4.0 |
| arviz | 0.23.4 |
| asn1crypto | 1.5.1 |
| asttokens | 3.0.1 |
| async-lru | 2.3.0 |
| async-timeout | 5.0.1 |
| attrs | 26.1.0 |
| babel | 2.18.0 |
| bayesian-optimization | 1.5.1 |
| beautifulsoup4 | 4.15.0 |
| bleach | 6.4.0 |
| blinker | 1.9.0 |
| boto3 | 1.41.5 |
| botocore | 1.41.5 |
| cachetools | 5.5.2 |
| causalpy | 0.5.0 |
| certifi | 2026.6.17 |
| cffi | 2.0.0 |
| charset-normalizer | 3.4.7 |
| click | 8.2.1 |
| clikit | 0.6.2 |
| cloudpickle | 3.1.1 |
| cmdstanpy | 1.3.0 |
| colorama | 0.4.6 |
| colorful | 0.5.8 |
| comm | 0.2.3 |
| cons | 0.4.7 |
| contourpy | 1.3.2 |
| crashtest | 0.3.1 |
| cryptography | 49.0.0 |
| cuda-bindings | 12.9.7 |
| cuda-core | 0.7.0 |
| cuda-pathfinder | 1.5.6 |
| cuda-python | 12.9.7 |
| cuda-toolkit | 12.8.1 |
| cudf-cu12 | 26.2.1 |
| cuml-cu12 | 26.2.0 |
| cupy-cuda12x | 14.1.1 |
| cycler | 0.12.1 |
| datasets | 5.0.0 |
| datasketches | 5.2.0 |
| debugpy | 1.8.21 |
| decorator | 5.3.1 |
| deepdiff | 8.6.2 |
| defusedxml | 0.7.1 |
| dill | 0.4.1 |
| distlib | 0.4.3 |
| etuples | 0.3.10 |
| evaluate | 0.4.6 |
| exceptiongroup | 1.3.1 |
| executing | 2.2.1 |
| faiss-gpu-cu12 | 1.14.1.post1 |
| fastapi | 0.138.2 |
| fastjsonschema | 2.21.2 |
| filelock | 3.29.4 |
| flaml | 2.6.0 |
| flask | 3.1.3 |
| fonttools | 4.63.0 |
| fqdn | 1.5.1 |
| frozenlist | 1.8.0 |
| fsspec | 2025.12.0 |
| gcsfs | 2025.12.0 |
| geojson | 3.3.0 |
| google-api-core | 2.31.0 |
| google-auth | 2.55.1 |
| google-auth-oauthlib | 1.4.0 |
| google-cloud-core | 2.6.0 |
| google-cloud-storage | 3.12.0 |
| google-cloud-storage-control | 1.12.0 |
| google-crc32c | 1.8.0 |
| google-resumable-media | 2.10.0 |
| googleapis-common-protos | 1.75.0 |
| graphviz | 0.21 |
| grpc-google-iam-v1 | 0.14.4 |
| grpcio | 1.78.0 |
| grpcio-status | 1.78.0 |
| gunicorn | 25.0.3 |
| h11 | 0.16.0 |
| h2 | 4.3.0 |
| h5netcdf | 1.8.1 |
| h5py | 3.16.0 |
| hf-xet | 1.5.1 |
| holidays | 0.99 |
| hpack | 4.2.0 |
| httpcore | 1.0.9 |
| httpstan | 4.13.0 |
| httpx | 0.28.1 |
| huggingface-hub | 0.36.2 |
| hyperframe | 6.1.0 |
| idna | 3.18 |
| importlib-resources | 6.5.2 |
| inflection | 0.5.1 |
| ipykernel | 7.3.0 |
| ipython | 8.39.0 |
| ipywidgets | 8.1.8 |
| isoduration | 20.11.0 |
| itsdangerous | 2.2.0 |
| jedi | 0.20.0 |
| jinja2 | 3.1.6 |
| jmespath | 1.1.0 |
| joblib | 1.5.3 |
| jpype1 | 1.7.1 |
| json5 | 0.15.0 |
| jsonpointer | 3.1.1 |
| jsonschema | 4.26.0 |
| jsonschema-specifications | 2025.9.1 |
| jupyter-builder | 1.0.2 |
| jupyter-client | 8.9.1 |
| jupyter-core | 5.9.1 |
| jupyter-events | 0.12.1 |
| jupyter-lsp | 2.3.1 |
| jupyter-server | 2.20.0 |
| jupyter-server-terminals | 0.5.4 |
| jupyterlab | 4.6.1 |
| jupyterlab-pygments | 0.3.0 |
| jupyterlab-server | 2.28.0 |
| jupyterlab-widgets | 3.0.16 |
| kiwisolver | 1.5.0 |
| lark | 1.3.1 |
| libcudf-cu12 | 26.2.1 |
| libcuml-cu12 | 26.2.0 |
| libkvikio-cu12 | 26.2.0 |
| libraft-cu12 | 26.2.0 |
| librmm-cu12 | 26.2.0 |
| lightgbm | 4.6.0 |
| lightgbm-ray | 0.1.9 |
| llvmlite | 0.44.0 |
| logical-unification | 0.4.7 |
| markdown-it-py | 4.2.0 |
| markupsafe | 3.0.3 |
| marshmallow | 3.26.2 |
| matplotlib | 3.10.9 |
| matplotlib-inline | 0.2.2 |
| mdurl | 0.1.2 |
| minikanren | 1.0.5 |
| mistune | 3.3.2 |
| mlruntimes-service | 2.8.15 |
| modin | 0.37.1 |
| mpmath | 1.3.0 |
| msgpack | 1.2.1 |
| multidict | 6.7.1 |
| multipledispatch | 1.0.0 |
| multiprocess | 0.70.19 |
| mypy-extensions | 1.1.0 |
| narwhals | 2.22.1 |
| nbclient | 0.11.0 |
| nbconvert | 7.17.1 |
| nbformat | 5.10.4 |
| nest-asyncio2 | 1.7.2 |
| networkx | 3.4.2 |
| nltk | 3.9.4 |
| nodeenv | 1.10.0 |
| nodejs-wheel-binaries | 24.16.0 |
| notebook | 7.6.0 |
| notebook-shim | 0.2.4 |
| numba | 0.61.2 |
| numba-cuda | 0.22.2 |
| numpy | 2.2.6 |
| nvidia-cublas-cu12 | 12.8.4.1 |
| nvidia-cuda-cccl-cu12 | 12.9.27 |
| nvidia-cuda-cupti-cu12 | 12.8.90 |
| nvidia-cuda-nvcc-cu12 | 12.8.93 |
| nvidia-cuda-nvrtc-cu12 | 12.8.93 |
| nvidia-cuda-runtime-cu12 | 12.8.90 |
| nvidia-cudnn-cu12 | 9.10.2.21 |
| nvidia-cufft-cu12 | 11.3.3.83 |
| nvidia-cufile-cu12 | 1.13.1.3 |
| nvidia-curand-cu12 | 10.3.9.90 |
| nvidia-cusolver-cu12 | 11.7.3.90 |
| nvidia-cusparse-cu12 | 12.5.8.93 |
| nvidia-cusparselt-cu12 | 0.7.1 |
| nvidia-libnvcomp-cu12 | 5.1.0.21 |
| nvidia-ml-py | 13.610.43 |
| nvidia-nccl-cu12 | 2.27.5 |
| nvidia-nvjitlink-cu12 | 12.8.93 |
| nvidia-nvshmem-cu12 | 3.3.20 |
| nvidia-nvtx-cu12 | 12.8.90 |
| nvtx | 0.2.15 |
| oauthlib | 3.3.1 |
| opencensus | 0.11.4 |
| opencensus-context | 0.1.3 |
| openfe | 0.0.12 |
| opentelemetry-api | 1.43.0 |
| opentelemetry-exporter-otlp-proto-common | 1.43.0 |
| opentelemetry-exporter-otlp-proto-grpc | 1.43.0 |
| opentelemetry-exporter-prometheus | 0.64b0 |
| opentelemetry-proto | 1.43.0 |
| opentelemetry-sdk | 1.43.0 |
| opentelemetry-semantic-conventions | 0.64b0 |
| orderly-set | 5.5.0 |
| overrides | 7.7.0 |
| packaging | 25.0 |
| pandapower | 3.4.0 |
| pandas | 2.3.3 |
| pandera | 0.26.1 |
| pandocfilters | 1.5.1 |
| parso | 0.8.7 |
| pastel | 0.2.1 |
| patsy | 1.0.2 |
| peft | 0.17.1 |
| pexpect | 4.9.0 |
| pillow | 12.2.0 |
| platformdirs | 4.10.0 |
| plotly | 6.8.0 |
| polars | 1.42.0 |
| polars-runtime-32 | 1.42.0 |
| prometheus-client | 0.22.1 |
| prompt-toolkit | 3.0.52 |
| propcache | 0.5.2 |
| prophet | 1.3.0 |
| proto-plus | 1.28.0 |
| protobuf | 6.33.6 |
| psutil | 7.2.2 |
| psygnal | 0.15.1 |
| ptyprocess | 0.7.0 |
| pure-eval | 0.2.3 |
| py-spy | 0.4.2 |
| py4j | 0.10.9.9 |
| pyarrow | 24.0.0 |
| pyasn1 | 0.6.3 |
| pyasn1-modules | 0.4.2 |
| pycparser | 3.0 |
| pydantic | 2.13.4 |
| pydantic-core | 2.46.4 |
| pygments | 2.20.0 |
| pyjwt | 2.13.0 |
| pylev | 1.4.0 |
| pylibcudf-cu12 | 26.2.1 |
| pylibraft-cu12 | 26.2.0 |
| pymc | 5.25.1 |
| pyopenssl | 26.3.0 |
| pyparsing | 3.3.2 |
| pyright | 1.1.411 |
| pysimdjson | 6.0.2 |
| pystan | 3.10.0 |
| pytensor | 2.31.7 |
| python-dateutil | 2.9.0.post0 |
| python-discovery | 1.4.2 |
| python-json-logger | 4.1.0 |
| pytimeparse | 1.1.8 |
| pytz | 2026.2 |
| pyyaml | 6.0.3 |
| pyzmq | 27.1.0 |
| rapids-logger | 0.2.3 |
| ray | 2.55.1 |
| referencing | 0.37.0 |
| regex | 2026.6.28 |
| requests | 2.34.2 |
| requests-oauthlib | 2.0.0 |
| retrying | 1.4.2 |
| rfc3339-validator | 0.1.4 |
| rfc3986-validator | 0.1.1 |
| rfc3987-syntax | 1.1.0 |
| rich | 15.0.0 |
| rmm-cu12 | 26.2.0 |
| rpds-py | 0.30.0 |
| s3fs | 2025.12.0 |
| s3transfer | 0.15.0 |
| safetensors | 0.8.0 |
| scikit-learn | 1.7.2 |
| scipy | 1.15.3 |
| seaborn | 0.13.2 |
| send2trash | 2.1.0 |
| sentencepiece | 0.2.1 |
| setuptools | 82.0.1 |
| shap | 0.49.1 |
| six | 1.17.0 |
| slicer | 0.0.8 |
| smart-open | 8.0.0 |
| snowflake | 1.12.1 |
| snowflake-connector-python | 4.6.0 |
| snowflake-core | 1.12.1 |
| snowflake-legacy | 1.0.2 |
| snowflake-ml-python | 1.44.0 |
| snowflake-snowpark-python | 1.52.0 |
| snowpark-connect | 1.32.0 |
| snowpark-connect-deps-1 | 3.56.5 |
| snowpark-connect-deps-2 | 3.56.5 |
| snowpark-connect-deps-iceberg | 1.0.2 |
| sortedcontainers | 2.4.0 |
| soupsieve | 2.8.4 |
| sqlglot | 30.12.0 |
| sqlparse | 0.5.5 |
| stack-data | 0.6.3 |
| stanio | 0.5.1 |
| starlette | 1.3.1 |
| statsmodels | 0.14.6 |
| sympy | 1.14.0 |
| terminado | 0.18.1 |
| threadpoolctl | 3.6.0 |
| tinycss2 | 1.5.1 |
| tokenizers | 0.22.2 |
| tomli | 2.4.1 |
| tomlkit | 0.15.0 |
| toolz | 1.1.0 |
| torch | 2.9.1+cu128 |
| torchvision | 0.24.1+cu128 |
| tornado | 6.5.7 |
| tqdm | 4.68.3 |
| traitlets | 5.15.1 |
| transformers | 4.57.1 |
| treelite | 4.7.0 |
| triton | 3.5.1 |
| typeguard | 4.5.2 |
| typing-extensions | 4.15.0 |
| typing-inspect | 0.9.0 |
| typing-inspection | 0.4.2 |
| tzdata | 2026.2 |
| tzlocal | 5.4.4 |
| uri-template | 1.3.0 |
| urllib3 | 2.7.0 |
| uvicorn | 0.49.0 |
| virtualenv | 21.5.1 |
| wcwidth | 0.8.2 |
| webargs | 8.7.1 |
| webcolors | 25.10.0 |
| webencodings | 0.5.1 |
| websocket-client | 1.9.0 |
| werkzeug | 3.1.8 |
| wheel | 0.47.0 |
| widgetsnbextension | 4.0.15 |
| wrapt | 1.17.3 |
| xarray | 2025.6.1 |
| xarray-einstats | 0.8.0 |
| xgboost | 3.2.0 |
| xgboost-ray | 0.1.19 |
| xxhash | 3.8.0 |
| yarl | 1.24.2 |
GPU Container Runtime Python 3.11 Version 2.7 has the following packages:
| Package | Version |
|---|---|
| absl-py | 2.4.0 |
| accelerate | 1.14.0 |
| aiobotocore | 2.26.0 |
| aiohappyeyeballs | 2.6.2 |
| aiohttp | 3.14.1 |
| aiohttp-cors | 0.8.1 |
| aioitertools | 0.13.0 |
| aiosignal | 1.4.0 |
| annotated-doc | 0.0.4 |
| annotated-types | 0.7.0 |
| anyio | 4.14.1 |
| anywidget | 0.11.0 |
| appdirs | 1.4.4 |
| argon2-cffi | 25.1.0 |
| argon2-cffi-bindings | 25.1.0 |
| arrow | 1.4.0 |
| arviz | 0.23.4 |
| arviz-stats | 0.8.0 |
| asn1crypto | 1.5.1 |
| asttokens | 3.0.1 |
| async-lru | 2.3.0 |
| attrs | 26.1.0 |
| babel | 2.18.0 |
| bayesian-optimization | 1.5.1 |
| beautifulsoup4 | 4.15.0 |
| better-optimize | 0.3.2 |
| bleach | 6.4.0 |
| blinker | 1.9.0 |
| boto3 | 1.41.5 |
| botocore | 1.41.5 |
| cachetools | 5.5.2 |
| causalpy | 0.8.0 |
| certifi | 2026.6.17 |
| cffi | 2.0.0 |
| charset-normalizer | 3.4.7 |
| click | 8.2.1 |
| clikit | 0.6.2 |
| cloudpickle | 3.1.1 |
| cmdstanpy | 1.3.0 |
| colorama | 0.4.6 |
| colorful | 0.5.8 |
| comm | 0.2.3 |
| cons | 0.4.7 |
| contourpy | 1.3.3 |
| crashtest | 0.3.1 |
| cryptography | 49.0.0 |
| cuda-bindings | 12.9.7 |
| cuda-core | 0.7.0 |
| cuda-pathfinder | 1.5.6 |
| cuda-python | 12.9.7 |
| cuda-toolkit | 12.8.1 |
| cudf-cu12 | 26.2.1 |
| cuml-cu12 | 26.2.0 |
| cupy-cuda12x | 14.1.1 |
| cycler | 0.12.1 |
| datasets | 5.0.0 |
| datasketches | 5.2.0 |
| debugpy | 1.8.21 |
| decorator | 5.3.1 |
| deepdiff | 8.6.2 |
| defusedxml | 0.7.1 |
| dill | 0.4.1 |
| distlib | 0.4.3 |
| etuples | 0.3.10 |
| evaluate | 0.4.6 |
| executing | 2.2.1 |
| faiss-gpu-cu12 | 1.14.1.post1 |
| fastapi | 0.138.2 |
| fastjsonschema | 2.21.2 |
| filelock | 3.29.4 |
| flaml | 2.6.0 |
| flask | 3.1.3 |
| fonttools | 4.63.0 |
| fqdn | 1.5.1 |
| frozenlist | 1.8.0 |
| fsspec | 2025.12.0 |
| gcsfs | 2025.12.0 |
| geojson | 3.3.0 |
| google-api-core | 2.31.0 |
| google-auth | 2.55.1 |
| google-auth-oauthlib | 1.4.0 |
| google-cloud-core | 2.6.0 |
| google-cloud-storage | 3.12.0 |
| google-cloud-storage-control | 1.12.0 |
| google-crc32c | 1.8.0 |
| google-resumable-media | 2.10.0 |
| googleapis-common-protos | 1.75.0 |
| graphviz | 0.21 |
| grpc-google-iam-v1 | 0.14.4 |
| grpcio | 1.78.0 |
| grpcio-status | 1.78.0 |
| gunicorn | 25.0.3 |
| h11 | 0.16.0 |
| h2 | 4.3.0 |
| h5netcdf | 1.8.1 |
| h5py | 3.16.0 |
| hf-xet | 1.5.1 |
| holidays | 0.99 |
| hpack | 4.2.0 |
| httpcore | 1.0.9 |
| httpstan | 4.13.0 |
| httpx | 0.28.1 |
| huggingface-hub | 0.36.2 |
| hyperframe | 6.1.0 |
| idna | 3.18 |
| importlib-resources | 6.5.2 |
| inflection | 0.5.1 |
| ipykernel | 7.3.0 |
| ipython | 9.15.0 |
| ipython-pygments-lexers | 1.1.1 |
| ipywidgets | 8.1.8 |
| isoduration | 20.11.0 |
| itsdangerous | 2.2.0 |
| jedi | 0.20.0 |
| jinja2 | 3.1.6 |
| jmespath | 1.1.0 |
| joblib | 1.5.3 |
| jpype1 | 1.7.1 |
| json5 | 0.15.0 |
| jsonpointer | 3.1.1 |
| jsonschema | 4.26.0 |
| jsonschema-specifications | 2025.9.1 |
| jupyter-builder | 1.0.2 |
| jupyter-client | 8.9.1 |
| jupyter-core | 5.9.1 |
| jupyter-events | 0.12.1 |
| jupyter-lsp | 2.3.1 |
| jupyter-server | 2.20.0 |
| jupyter-server-terminals | 0.5.4 |
| jupyterlab | 4.6.1 |
| jupyterlab-pygments | 0.3.0 |
| jupyterlab-server | 2.28.0 |
| jupyterlab-widgets | 3.0.16 |
| kiwisolver | 1.5.0 |
| lark | 1.3.1 |
| libcudf-cu12 | 26.2.1 |
| libcuml-cu12 | 26.2.0 |
| libkvikio-cu12 | 26.2.0 |
| libraft-cu12 | 26.2.0 |
| librmm-cu12 | 26.2.0 |
| lightgbm | 4.6.0 |
| lightgbm-ray | 0.1.9 |
| llvmlite | 0.44.0 |
| logical-unification | 0.4.7 |
| markdown-it-py | 4.2.0 |
| markupsafe | 3.0.3 |
| marshmallow | 3.26.2 |
| matplotlib | 3.11.0 |
| matplotlib-inline | 0.2.2 |
| mdurl | 0.1.2 |
| minikanren | 1.0.5 |
| mistune | 3.3.2 |
| mlruntimes-service | 2.8.15 |
| modin | 0.37.1 |
| mpmath | 1.3.0 |
| msgpack | 1.2.1 |
| multidict | 6.7.1 |
| multipledispatch | 1.0.0 |
| multiprocess | 0.70.19 |
| mypy-extensions | 1.1.0 |
| narwhals | 2.22.1 |
| nbclient | 0.11.0 |
| nbconvert | 7.17.1 |
| nbformat | 5.10.4 |
| nest-asyncio2 | 1.7.2 |
| networkx | 3.6.1 |
| nltk | 3.9.4 |
| nodeenv | 1.10.0 |
| nodejs-wheel-binaries | 24.16.0 |
| notebook | 7.6.0 |
| notebook-shim | 0.2.4 |
| numba | 0.61.2 |
| numba-cuda | 0.22.2 |
| numpy | 2.2.6 |
| nvidia-cublas-cu12 | 12.8.4.1 |
| nvidia-cuda-cccl-cu12 | 12.9.27 |
| nvidia-cuda-cupti-cu12 | 12.8.90 |
| nvidia-cuda-nvcc-cu12 | 12.8.93 |
| nvidia-cuda-nvrtc-cu12 | 12.8.93 |
| nvidia-cuda-runtime-cu12 | 12.8.90 |
| nvidia-cudnn-cu12 | 9.10.2.21 |
| nvidia-cufft-cu12 | 11.3.3.83 |
| nvidia-cufile-cu12 | 1.13.1.3 |
| nvidia-curand-cu12 | 10.3.9.90 |
| nvidia-cusolver-cu12 | 11.7.3.90 |
| nvidia-cusparse-cu12 | 12.5.8.93 |
| nvidia-cusparselt-cu12 | 0.7.1 |
| nvidia-libnvcomp-cu12 | 5.1.0.21 |
| nvidia-ml-py | 13.610.43 |
| nvidia-nccl-cu12 | 2.27.5 |
| nvidia-nvjitlink-cu12 | 12.8.93 |
| nvidia-nvshmem-cu12 | 3.3.20 |
| nvidia-nvtx-cu12 | 12.8.90 |
| nvtx | 0.2.15 |
| oauthlib | 3.3.1 |
| opencensus | 0.11.4 |
| opencensus-context | 0.1.3 |
| openfe | 0.0.12 |
| opentelemetry-api | 1.43.0 |
| opentelemetry-exporter-otlp-proto-common | 1.43.0 |
| opentelemetry-exporter-otlp-proto-grpc | 1.43.0 |
| opentelemetry-exporter-prometheus | 0.64b0 |
| opentelemetry-proto | 1.43.0 |
| opentelemetry-sdk | 1.43.0 |
| opentelemetry-semantic-conventions | 0.64b0 |
| orderly-set | 5.5.0 |
| overrides | 7.7.0 |
| packaging | 25.0 |
| pandapower | 3.4.0 |
| pandas | 2.3.3 |
| pandera | 0.26.1 |
| pandocfilters | 1.5.1 |
| parso | 0.8.7 |
| pastel | 0.2.1 |
| patsy | 1.0.2 |
| peft | 0.17.1 |
| pexpect | 4.9.0 |
| pillow | 12.2.0 |
| platformdirs | 4.10.0 |
| plotly | 6.8.0 |
| polars | 1.42.0 |
| polars-runtime-32 | 1.42.0 |
| preliz | 0.22.0 |
| prometheus-client | 0.22.1 |
| prompt-toolkit | 3.0.52 |
| propcache | 0.5.2 |
| prophet | 1.3.0 |
| proto-plus | 1.28.0 |
| protobuf | 6.33.6 |
| psutil | 7.2.2 |
| psygnal | 0.15.1 |
| ptyprocess | 0.7.0 |
| pure-eval | 0.2.3 |
| py-spy | 0.4.2 |
| py4j | 0.10.9.9 |
| pyarrow | 24.0.0 |
| pyasn1 | 0.6.3 |
| pyasn1-modules | 0.4.2 |
| pycparser | 3.0 |
| pydantic | 2.13.4 |
| pydantic-core | 2.46.4 |
| pygments | 2.20.0 |
| pyjwt | 2.13.0 |
| pylev | 1.4.0 |
| pylibcudf-cu12 | 26.2.1 |
| pylibraft-cu12 | 26.2.0 |
| pymc | 5.28.5 |
| pymc-extras | 0.10.0 |
| pyopenssl | 26.3.0 |
| pyparsing | 3.3.2 |
| pyright | 1.1.411 |
| pysimdjson | 6.0.2 |
| pystan | 3.10.0 |
| pytensor | 2.38.3 |
| python-dateutil | 2.9.0.post0 |
| python-discovery | 1.4.2 |
| python-json-logger | 4.1.0 |
| pytimeparse | 1.1.8 |
| pytz | 2026.2 |
| pyyaml | 6.0.3 |
| pyzmq | 27.1.0 |
| rapids-logger | 0.2.3 |
| ray | 2.55.1 |
| referencing | 0.37.0 |
| regex | 2026.6.28 |
| requests | 2.34.2 |
| requests-oauthlib | 2.0.0 |
| retrying | 1.4.2 |
| rfc3339-validator | 0.1.4 |
| rfc3986-validator | 0.1.1 |
| rfc3987-syntax | 1.1.0 |
| rich | 15.0.0 |
| rmm-cu12 | 26.2.0 |
| rpds-py | 2026.5.1 |
| s3fs | 2025.12.0 |
| s3transfer | 0.15.0 |
| safetensors | 0.8.0 |
| scikit-learn | 1.7.2 |
| scipy | 1.15.3 |
| seaborn | 0.13.2 |
| send2trash | 2.1.0 |
| sentencepiece | 0.2.1 |
| setuptools | 82.0.1 |
| shap | 0.51.0 |
| six | 1.17.0 |
| slicer | 0.0.8 |
| smart-open | 8.0.0 |
| snowflake | 1.12.1 |
| snowflake-connector-python | 4.6.0 |
| snowflake-core | 1.12.1 |
| snowflake-legacy | 1.0.2 |
| snowflake-ml-python | 1.44.0 |
| snowflake-snowpark-python | 1.52.0 |
| snowpark-connect | 1.32.0 |
| snowpark-connect-deps-1 | 3.56.5 |
| snowpark-connect-deps-2 | 3.56.5 |
| snowpark-connect-deps-iceberg | 1.0.2 |
| sortedcontainers | 2.4.0 |
| soupsieve | 2.8.4 |
| sqlglot | 30.12.0 |
| sqlparse | 0.5.5 |
| stack-data | 0.6.3 |
| stanio | 0.5.1 |
| starlette | 1.3.1 |
| statsmodels | 0.14.6 |
| sympy | 1.14.0 |
| terminado | 0.18.1 |
| threadpoolctl | 3.6.0 |
| tinycss2 | 1.5.1 |
| tokenizers | 0.22.2 |
| tomlkit | 0.15.0 |
| toolz | 1.1.0 |
| torch | 2.9.1+cu128 |
| torchvision | 0.24.1+cu128 |
| tornado | 6.5.7 |
| tqdm | 4.68.3 |
| traitlets | 5.15.1 |
| transformers | 4.57.1 |
| treelite | 4.7.0 |
| triton | 3.5.1 |
| typeguard | 4.5.2 |
| typing-extensions | 4.15.0 |
| typing-inspect | 0.9.0 |
| typing-inspection | 0.4.2 |
| tzdata | 2026.2 |
| tzlocal | 5.4.4 |
| uri-template | 1.3.0 |
| urllib3 | 2.7.0 |
| uvicorn | 0.49.0 |
| virtualenv | 21.5.1 |
| wcwidth | 0.8.2 |
| webargs | 8.7.1 |
| webcolors | 25.10.0 |
| webencodings | 0.5.1 |
| websocket-client | 1.9.0 |
| werkzeug | 3.1.8 |
| wheel | 0.47.0 |
| widgetsnbextension | 4.0.15 |
| wrapt | 1.17.3 |
| xarray | 2026.4.0 |
| xarray-einstats | 0.9.1 |
| xgboost | 3.2.0 |
| xgboost-ray | 0.1.19 |
| xxhash | 3.8.0 |
| yarl | 1.24.2 |
GPU Container Runtime Python 3.12 Version 2.7 has the following packages:
| Package | Version |
|---|---|
| absl-py | 2.4.0 |
| accelerate | 1.14.0 |
| aiobotocore | 2.26.0 |
| aiohappyeyeballs | 2.6.2 |
| aiohttp | 3.14.1 |
| aiohttp-cors | 0.8.1 |
| aioitertools | 0.13.0 |
| aiosignal | 1.4.0 |
| annotated-doc | 0.0.4 |
| annotated-types | 0.7.0 |
| anyio | 4.14.1 |
| anywidget | 0.11.0 |
| appdirs | 1.4.4 |
| argon2-cffi | 25.1.0 |
| argon2-cffi-bindings | 25.1.0 |
| arrow | 1.4.0 |
| arviz | 1.2.0 |
| arviz-base | 1.2.0 |
| arviz-plots | 1.2.0 |
| arviz-stats | 1.2.0 |
| asn1crypto | 1.5.1 |
| asttokens | 3.0.1 |
| async-lru | 2.3.0 |
| attrs | 26.1.0 |
| babel | 2.18.0 |
| bayesian-optimization | 1.5.1 |
| beautifulsoup4 | 4.15.0 |
| better-optimize | 0.4.2 |
| bleach | 6.4.0 |
| blinker | 1.9.0 |
| boto3 | 1.41.5 |
| botocore | 1.41.5 |
| cachetools | 5.5.2 |
| causalpy | 0.8.0 |
| certifi | 2026.6.17 |
| cffi | 2.0.0 |
| charset-normalizer | 3.4.7 |
| click | 8.2.1 |
| clikit | 0.6.2 |
| cloudpickle | 3.1.1 |
| cmdstanpy | 1.3.0 |
| colorama | 0.4.6 |
| colorful | 0.5.8 |
| comm | 0.2.3 |
| cons | 0.4.7 |
| contourpy | 1.3.3 |
| crashtest | 0.3.1 |
| cryptography | 49.0.0 |
| cuda-bindings | 12.9.7 |
| cuda-core | 0.7.0 |
| cuda-pathfinder | 1.5.6 |
| cuda-python | 12.9.7 |
| cuda-toolkit | 12.8.1 |
| cudf-cu12 | 26.2.1 |
| cuml-cu12 | 26.2.0 |
| cupy-cuda12x | 14.1.1 |
| cycler | 0.12.1 |
| datasets | 5.0.0 |
| datasketches | 5.2.0 |
| debugpy | 1.8.21 |
| decorator | 5.3.1 |
| deepdiff | 8.6.2 |
| defusedxml | 0.7.1 |
| dill | 0.4.1 |
| distlib | 0.4.3 |
| etuples | 0.3.10 |
| evaluate | 0.4.6 |
| executing | 2.2.1 |
| faiss-gpu-cu12 | 1.14.1.post1 |
| fastapi | 0.138.2 |
| fastjsonschema | 2.21.2 |
| filelock | 3.29.4 |
| flaml | 2.6.0 |
| flask | 3.1.3 |
| fonttools | 4.63.0 |
| fqdn | 1.5.1 |
| frozenlist | 1.8.0 |
| fsspec | 2025.12.0 |
| gcsfs | 2025.12.0 |
| geojson | 3.3.0 |
| google-api-core | 2.31.0 |
| google-auth | 2.55.1 |
| google-auth-oauthlib | 1.4.0 |
| google-cloud-core | 2.6.0 |
| google-cloud-storage | 3.12.0 |
| google-cloud-storage-control | 1.12.0 |
| google-crc32c | 1.8.0 |
| google-resumable-media | 2.10.0 |
| googleapis-common-protos | 1.75.0 |
| graphviz | 0.21 |
| grpc-google-iam-v1 | 0.14.4 |
| grpcio | 1.78.0 |
| grpcio-status | 1.78.0 |
| gunicorn | 25.0.3 |
| h11 | 0.16.0 |
| h2 | 4.3.0 |
| hf-xet | 1.5.1 |
| holidays | 0.99 |
| hpack | 4.2.0 |
| httpcore | 1.0.9 |
| httpstan | 4.13.0 |
| httpx | 0.28.1 |
| huggingface-hub | 0.36.2 |
| hyperframe | 6.1.0 |
| idna | 3.18 |
| importlib-resources | 6.5.2 |
| inflection | 0.5.1 |
| ipykernel | 7.3.0 |
| ipython | 9.15.0 |
| ipython-pygments-lexers | 1.1.1 |
| ipywidgets | 8.1.8 |
| isoduration | 20.11.0 |
| itsdangerous | 2.2.0 |
| jedi | 0.20.0 |
| jinja2 | 3.1.6 |
| jmespath | 1.1.0 |
| joblib | 1.5.3 |
| jpype1 | 1.7.1 |
| json5 | 0.15.0 |
| jsonpointer | 3.1.1 |
| jsonschema | 4.26.0 |
| jsonschema-specifications | 2025.9.1 |
| jupyter-builder | 1.0.2 |
| jupyter-client | 8.9.1 |
| jupyter-core | 5.9.1 |
| jupyter-events | 0.12.1 |
| jupyter-lsp | 2.3.1 |
| jupyter-server | 2.20.0 |
| jupyter-server-terminals | 0.5.4 |
| jupyterlab | 4.6.1 |
| jupyterlab-pygments | 0.3.0 |
| jupyterlab-server | 2.28.0 |
| jupyterlab-widgets | 3.0.16 |
| kiwisolver | 1.5.0 |
| lark | 1.3.1 |
| lazy-loader | 0.5 |
| libcudf-cu12 | 26.2.1 |
| libcuml-cu12 | 26.2.0 |
| libkvikio-cu12 | 26.2.0 |
| libraft-cu12 | 26.2.0 |
| librmm-cu12 | 26.2.0 |
| lightgbm | 4.6.0 |
| lightgbm-ray | 0.1.9 |
| llvmlite | 0.44.0 |
| logical-unification | 0.4.7 |
| markdown-it-py | 4.2.0 |
| markupsafe | 3.0.3 |
| marshmallow | 3.26.2 |
| matplotlib | 3.11.0 |
| matplotlib-inline | 0.2.2 |
| mdurl | 0.1.2 |
| minikanren | 1.0.5 |
| mistune | 3.3.2 |
| mlruntimes-service | 2.8.15 |
| modin | 0.37.1 |
| mpmath | 1.3.0 |
| msgpack | 1.2.1 |
| multidict | 6.7.1 |
| multipledispatch | 1.0.0 |
| multiprocess | 0.70.19 |
| mypy-extensions | 1.1.0 |
| narwhals | 2.22.1 |
| nbclient | 0.11.0 |
| nbconvert | 7.17.1 |
| nbformat | 5.10.4 |
| nest-asyncio2 | 1.7.2 |
| networkx | 3.6.1 |
| nltk | 3.9.4 |
| nodeenv | 1.10.0 |
| nodejs-wheel-binaries | 24.16.0 |
| notebook | 7.6.0 |
| notebook-shim | 0.2.4 |
| numba | 0.61.2 |
| numba-cuda | 0.22.2 |
| numpy | 2.2.6 |
| nvidia-cublas-cu12 | 12.8.4.1 |
| nvidia-cuda-cccl-cu12 | 12.9.27 |
| nvidia-cuda-cupti-cu12 | 12.8.90 |
| nvidia-cuda-nvcc-cu12 | 12.8.93 |
| nvidia-cuda-nvrtc-cu12 | 12.8.93 |
| nvidia-cuda-runtime-cu12 | 12.8.90 |
| nvidia-cudnn-cu12 | 9.10.2.21 |
| nvidia-cufft-cu12 | 11.3.3.83 |
| nvidia-cufile-cu12 | 1.13.1.3 |
| nvidia-curand-cu12 | 10.3.9.90 |
| nvidia-cusolver-cu12 | 11.7.3.90 |
| nvidia-cusparse-cu12 | 12.5.8.93 |
| nvidia-cusparselt-cu12 | 0.7.1 |
| nvidia-libnvcomp-cu12 | 5.1.0.21 |
| nvidia-ml-py | 13.610.43 |
| nvidia-nccl-cu12 | 2.27.5 |
| nvidia-nvjitlink-cu12 | 12.8.93 |
| nvidia-nvshmem-cu12 | 3.3.20 |
| nvidia-nvtx-cu12 | 12.8.90 |
| nvtx | 0.2.15 |
| oauthlib | 3.3.1 |
| opencensus | 0.11.4 |
| opencensus-context | 0.1.3 |
| openfe | 0.0.12 |
| opentelemetry-api | 1.43.0 |
| opentelemetry-exporter-otlp-proto-common | 1.43.0 |
| opentelemetry-exporter-otlp-proto-grpc | 1.43.0 |
| opentelemetry-exporter-prometheus | 0.64b0 |
| opentelemetry-proto | 1.43.0 |
| opentelemetry-sdk | 1.43.0 |
| opentelemetry-semantic-conventions | 0.64b0 |
| orderly-set | 5.5.0 |
| packaging | 25.0 |
| pandapower | 3.4.0 |
| pandas | 2.3.3 |
| pandera | 0.26.1 |
| pandocfilters | 1.5.1 |
| parso | 0.8.7 |
| pastel | 0.2.1 |
| patsy | 1.0.2 |
| peft | 0.17.1 |
| pexpect | 4.9.0 |
| pillow | 12.2.0 |
| platformdirs | 4.10.0 |
| plotly | 6.8.0 |
| polars | 1.42.0 |
| polars-runtime-32 | 1.42.0 |
| preliz | 0.22.0 |
| prometheus-client | 0.22.1 |
| prompt-toolkit | 3.0.52 |
| propcache | 0.5.2 |
| prophet | 1.3.0 |
| proto-plus | 1.28.0 |
| protobuf | 6.33.6 |
| psutil | 7.2.2 |
| psygnal | 0.15.1 |
| ptyprocess | 0.7.0 |
| pure-eval | 0.2.3 |
| py-spy | 0.4.2 |
| py4j | 0.10.9.9 |
| pyarrow | 24.0.0 |
| pyasn1 | 0.6.3 |
| pyasn1-modules | 0.4.2 |
| pycparser | 3.0 |
| pydantic | 2.13.4 |
| pydantic-core | 2.46.4 |
| pygments | 2.20.0 |
| pyjwt | 2.13.0 |
| pylev | 1.4.0 |
| pylibcudf-cu12 | 26.2.1 |
| pylibraft-cu12 | 26.2.0 |
| pymc | 6.0.1 |
| pymc-extras | 0.10.0 |
| pyopenssl | 26.3.0 |
| pyparsing | 3.3.2 |
| pyright | 1.1.411 |
| pysimdjson | 7.0.2 |
| pystan | 3.10.1 |
| pytensor | 3.0.7 |
| python-dateutil | 2.9.0.post0 |
| python-discovery | 1.4.2 |
| python-json-logger | 4.1.0 |
| pytimeparse | 1.1.8 |
| pytz | 2026.2 |
| pyyaml | 6.0.3 |
| pyzmq | 27.1.0 |
| rapids-logger | 0.2.3 |
| ray | 2.55.1 |
| referencing | 0.37.0 |
| regex | 2026.6.28 |
| requests | 2.34.2 |
| requests-oauthlib | 2.0.0 |
| retrying | 1.4.2 |
| rfc3339-validator | 0.1.4 |
| rfc3986-validator | 0.1.1 |
| rfc3987-syntax | 1.1.0 |
| rich | 15.0.0 |
| rmm-cu12 | 26.2.0 |
| rpds-py | 2026.5.1 |
| s3fs | 2025.12.0 |
| s3transfer | 0.15.0 |
| safetensors | 0.8.0 |
| scikit-learn | 1.7.2 |
| scipy | 1.15.3 |
| seaborn | 0.13.2 |
| send2trash | 2.1.0 |
| sentencepiece | 0.2.1 |
| setuptools | 82.0.1 |
| shap | 0.52.0 |
| six | 1.17.0 |
| slicer | 0.0.8 |
| smart-open | 8.0.0 |
| snowflake | 1.12.1 |
| snowflake-connector-python | 4.6.0 |
| snowflake-core | 1.12.1 |
| snowflake-legacy | 1.0.2 |
| snowflake-ml-python | 1.44.0 |
| snowflake-snowpark-python | 1.52.0 |
| snowpark-connect | 1.32.0 |
| snowpark-connect-deps-1 | 3.56.5 |
| snowpark-connect-deps-2 | 3.56.5 |
| snowpark-connect-deps-iceberg | 1.0.2 |
| sortedcontainers | 2.4.0 |
| soupsieve | 2.8.4 |
| sqlglot | 30.12.0 |
| sqlparse | 0.5.5 |
| stack-data | 0.6.3 |
| stanio | 0.5.1 |
| starlette | 1.3.1 |
| statsmodels | 0.14.6 |
| sympy | 1.14.0 |
| terminado | 0.18.1 |
| threadpoolctl | 3.6.0 |
| tinycss2 | 1.5.1 |
| tokenizers | 0.22.2 |
| tomlkit | 0.15.0 |
| toolz | 1.1.0 |
| torch | 2.9.1+cu128 |
| torchvision | 0.24.1+cu128 |
| tornado | 6.5.7 |
| tqdm | 4.68.3 |
| traitlets | 5.15.1 |
| transformers | 4.57.1 |
| treelite | 4.7.0 |
| triton | 3.5.1 |
| typeguard | 4.5.2 |
| typing-extensions | 4.15.0 |
| typing-inspect | 0.9.0 |
| typing-inspection | 0.4.2 |
| tzdata | 2026.2 |
| tzlocal | 5.4.4 |
| uri-template | 1.3.0 |
| urllib3 | 2.7.0 |
| uvicorn | 0.49.0 |
| virtualenv | 21.5.1 |
| wcwidth | 0.8.2 |
| webargs | 8.7.1 |
| webcolors | 25.10.0 |
| webencodings | 0.5.1 |
| websocket-client | 1.9.0 |
| werkzeug | 3.1.8 |
| wheel | 0.47.0 |
| widgetsnbextension | 4.0.15 |
| wrapt | 1.17.3 |
| xarray | 2026.4.0 |
| xarray-einstats | 0.10.0 |
| xgboost | 3.3.0 |
| xgboost-ray | 0.1.19 |
| xxhash | 3.8.0 |
| yarl | 1.24.2 |