------------------ Module Specific Help for "tensorflow/2.15" ------------------ Tensorflow 2.15.0 deep learning library for Python This module uses a container built on Rocky Linux 8.5. Supports Horovod, see: https://docs.csc.fi/support/tutorials/ml-multi/#horovod For more help see: https://docs.csc.fi/apps/tensorflow/ NOTE: This software runs in an Apptainer (Singularity) container. Wrapper scripts have been provided so that common commands such as python, python3, pip and pip3 should work as normal. For more information, see: https://docs.csc.fi/computing/containers/run-existing/ Package Version ----------------------------- --------------- absl-py 1.4.0 affine 2.4.0 aiohttp 3.9.1 aiohttp-cors 0.7.0 aiorwlock 1.3.0 aiosignal 1.3.1 alabaster 0.7.15 alembic 1.13.1 annotated-types 0.6.0 anyio 4.2.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 array-record 0.5.0 arrow 1.3.0 astroid 3.0.2 asttokens 2.4.1 astunparse 1.6.3 async-lru 2.0.4 async-timeout 4.0.3 atomicwrites 1.4.1 attrs 23.2.0 autopep8 2.0.4 Babel 2.14.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.2 binaryornot 0.4.4 black 23.12.1 bleach 6.1.0 blessed 1.20.0 blinker 1.7.0 blosc2 2.4.0 cachetools 5.3.2 certifi 2023.11.17 cffi 1.16.0 cftime 1.6.3 chardet 5.2.0 charset-normalizer 3.3.2 click 8.1.7 click-plugins 1.1.1 cligj 0.7.2 cloudpickle 3.0.0 colorama 0.4.6 colorful 0.5.6 comm 0.2.1 ConfigSpace 0.7.1 contourpy 1.2.0 cookiecutter 2.5.0 cryptography 41.0.7 cycler 0.12.1 Cython 3.0.7 dask 2023.12.1 dask-jobqueue 0.8.2 databricks-cli 0.18.0 debugpy 1.8.0 decorator 5.1.1 defusedxml 0.7.1 diff-match-patch 20230430 dill 0.3.7 distlib 0.3.8 distributed 2023.12.1 dm-tree 0.1.8 docker 6.1.3 docstring-to-markdown 0.13 docutils 0.20.1 entrypoints 0.4 et-xmlfile 1.1.0 etils 1.5.2 exceptiongroup 1.2.0 executing 2.0.1 fastapi 0.108.0 fastjsonschema 2.19.1 filelock 3.13.1 fiona 1.9.5 flake8 6.1.0 flask 3.0.0 flatbuffers 23.5.26 fonttools 4.47.0 fqdn 1.5.1 frozenlist 1.4.1 fsspec 2023.12.2 future 0.18.3 gast 0.5.4 gensim 4.3.2 geopandas 0.14.2 gitdb 4.0.11 GitPython 3.1.40 google-api-core 2.15.0 google-auth 2.26.1 google-auth-oauthlib 1.2.0 google-pasta 0.2.0 googleapis-common-protos 1.62.0 gpustat 1.1.1 graphviz 0.20.1 greenlet 3.0.3 grpcio 1.60.0 gunicorn 21.2.0 gviz-api 1.10.0 h11 0.14.0 h5py 3.10.0 horovod 0.28.1 hpbandster 0.7.4 httptools 0.6.1 huggingface-hub 0.20.2 hyperopt 0.2.7 idna 3.6 imageio 2.33.1 imagesize 1.4.1 imbalanced-learn 0.11.0 importlib-metadata 7.0.1 importlib-resources 6.1.1 inflection 0.5.1 iniconfig 2.0.0 intervaltree 3.1.0 ipykernel 6.28.0 ipython 8.18.1 ipython-genutils 0.2.0 ipywidgets 8.1.1 isoduration 20.11.0 isort 5.13.2 itsdangerous 2.1.2 jaraco.classes 3.3.0 jedi 0.19.1 jeepney 0.8.0 jellyfish 1.0.3 Jinja2 3.1.2 joblib 1.3.2 json5 0.9.14 jsonpointer 2.4 jsonschema 4.20.0 jsonschema-specifications 2023.12.1 jupyter-client 8.6.0 jupyter-core 5.7.1 jupyter-events 0.9.0 jupyter-lsp 2.2.1 jupyter-server 2.12.2 jupyter-server-mathjax 0.2.6 jupyter-server-terminals 0.5.1 jupyterlab 4.0.10 jupyterlab-git 0.50.0 jupyterlab-pygments 0.3.0 jupyterlab-server 2.25.2 jupyterlab-widgets 3.0.9 jupytext 1.16.0 kagglehub 0.1.5 keras 2.15.0 keras-core 0.1.7 keras-cv 0.8.1 keras-nlp 0.7.0 keras-tuner 1.4.6 keyring 24.3.0 kiwisolver 1.4.5 kt-legacy 1.0.5 lazy-loader 0.3 libclang 16.0.6 llvmlite 0.41.1 lmdb 1.4.1 locket 1.0.0 lxml 5.1.0 Mako 1.3.0 Markdown 3.5.1 markdown-it-py 3.0.0 MarkupSafe 2.1.3 matplotlib 3.8.2 matplotlib-inline 0.1.6 mccabe 0.7.0 mdit-py-plugins 0.4.0 mdurl 0.1.2 mistune 3.0.2 ml-dtypes 0.2.0 mlflow 2.9.2 more-itertools 10.2.0 msgpack 1.0.7 multidict 6.0.4 mypy-extensions 1.0.0 mysql-connector-python 8.2.0 namex 0.0.7 nbclassic 1.0.0 nbclient 0.9.0 nbconvert 7.14.0 nbdime 4.0.1 nbformat 5.9.2 ndindex 1.7 nest-asyncio 1.5.8 netCDF4 1.6.5 netifaces 0.11.0 networkx 3.2.1 nltk 3.8.1 notebook-shim 0.2.3 numba 0.58.1 numexpr 2.8.8 numpy 1.26.3 numpydoc 1.6.0 nvidia-cublas-cu12 12.2.5.6 nvidia-cuda-cupti-cu12 12.2.142 nvidia-cuda-nvcc-cu12 12.2.140 nvidia-cuda-nvrtc-cu12 12.2.140 nvidia-cuda-runtime-cu12 12.2.140 nvidia-cudnn-cu12 8.9.4.25 nvidia-cufft-cu12 11.0.8.103 nvidia-curand-cu12 10.3.3.141 nvidia-cusolver-cu12 11.5.2.141 nvidia-cusparse-cu12 12.1.2.141 nvidia-dlprof 1.8.0 nvidia-ml-py 12.535.133 nvidia-nccl-cu12 2.16.5 nvidia-nsys-cli 2021.3.2.12 nvidia-nvjitlink-cu12 12.2.140 nvidia-pyindex 1.0.9 oauthlib 3.2.2 odfpy 1.4.1 opencensus 0.11.4 opencensus-context 0.1.3 openpyxl 3.1.2 opt-einsum 3.3.0 overrides 7.4.0 packaging 23.2 pandas 2.1.4 pandocfilters 1.5.0 papermill 2.5.0 parso 0.8.3 partd 1.4.1 pathlib2 2.3.7.post1 pathspec 0.12.1 patsy 0.5.6 pexpect 4.9.0 pickleshare 0.7.5 pillow 10.2.0 pip 20.2.4 platformdirs 3.11.0 pluggy 1.3.0 prometheus-client 0.19.0 promise 2.3 prompt-toolkit 3.0.43 protobuf 4.21.12 psutil 5.9.7 ptyprocess 0.7.0 pure-eval 0.2.2 py-cpuinfo 9.0.0 py-spy 0.3.14 py4j 0.10.9.7 pyarrow 14.0.2 pyasn1 0.5.1 pyasn1-modules 0.3.0 pycodestyle 2.11.1 pycparser 2.21 pydantic 2.5.3 pydantic-core 2.14.6 pydocstyle 6.3.0 pydot 2.0.0 pyfaidx 0.8.1.1 pyflakes 3.1.0 pygments 2.17.2 PyJWT 2.8.0 pylint 3.0.3 pylint-venv 3.0.3 pyls-spyder 0.4.0 pynndescent 0.5.11 pyparsing 3.1.1 pyproj 3.6.1 PyQt5 5.15.10 PyQt5-Qt5 5.15.2 PyQt5-sip 12.13.0 PyQtWebEngine 5.15.6 PyQtWebEngine-Qt5 5.15.2 Pyro4 4.82 pysam 0.22.0 pytest 7.4.4 python-dateutil 2.8.2 python-dotenv 1.0.0 python-json-logger 2.0.7 python-lsp-black 2.0.0 python-lsp-jsonrpc 1.1.2 python-lsp-server 1.9.0 python-slugify 8.0.1 pytoolconfig 1.2.6 pytz 2023.3.post1 pyxdg 0.28 PyYAML 5.3.1 pyzmq 25.1.2 QDarkStyle 3.2.3 qstylizer 0.2.2 QtAwesome 1.3.0 qtconsole 5.5.1 QtPy 2.4.1 querystring-parser 1.2.4 rasterio 1.3.9 ray 2.9.0 referencing 0.32.1 regex 2023.12.25 requests 2.31.0 requests-oauthlib 1.3.1 resampy 0.4.2 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 rich 13.7.0 rope 1.11.0 rpds-py 0.16.2 rsa 4.9 Rtree 1.1.0 safetensors 0.4.1 scikit-image 0.22.0 scikit-learn 1.3.2 scipy 1.11.4 seaborn 0.13.1 SecretStorage 3.3.3 Send2Trash 1.8.2 serpent 1.41 setuptools 50.3.2 shapely 2.0.2 six 1.16.0 smart-open 6.4.0 smmap 5.0.1 sniffio 1.3.0 snowballstemmer 2.2.0 snuggs 1.4.7 sortedcontainers 2.4.0 soundfile 0.12.1 soupsieve 2.5 sphinx 7.2.6 sphinxcontrib-applehelp 1.0.7 sphinxcontrib-devhelp 1.0.5 sphinxcontrib-htmlhelp 2.0.4 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.6 sphinxcontrib-serializinghtml 1.1.9 spliceai 1.3.1 spyder 5.5.0 spyder-kernels 2.5.0 SQLAlchemy 2.0.25 sqlparse 0.4.4 stack-data 0.6.3 starlette 0.32.0.post1 statsmodels 0.14.1 tables 3.9.2 tabulate 0.9.0 tblib 3.0.0 tenacity 8.2.3 tensorboard 2.15.1 tensorboard-data-server 0.7.2 tensorboard-plugin-profile 2.15.0 tensorboardX 2.6.2.2 tensorflow 2.15.0 tensorflow-datasets 4.9.3 tensorflow-decision-forests 1.8.1 tensorflow-estimator 2.15.0 tensorflow-hub 0.15.0 tensorflow-io-gcs-filesystem 0.35.0 tensorflow-metadata 1.13.1 tensorflow-probability 0.23.0 tensorflow-text 2.15.0 tensorrt 8.6.1.post1 tensorrt-bindings 8.6.1 tensorrt-libs 8.6.1 termcolor 2.4.0 terminado 0.18.0 text-unidecode 1.3 textdistance 4.6.1 threadpoolctl 3.2.0 three-merge 0.1.1 tifffile 2023.12.9 tinycss2 1.2.1 tokenizers 0.15.0 toml 0.10.2 tomli 2.0.1 tomlkit 0.12.3 toolz 0.12.0 torch-tb-profiler 0.4.3 tornado 6.4 tqdm 4.66.1 traitlets 5.14.1 transformers 4.36.2 types-python-dateutil 2.8.19.20240106 typing-extensions 4.9.0 tzdata 2023.4 ujson 5.9.0 umap-learn 0.5.5 uri-template 1.3.0 urllib3 2.1.0 uvicorn 0.25.0 uvloop 0.19.0 verta 0.17.6 virtualenv 20.21.0 watchdog 3.0.0 watchfiles 0.21.0 wcwidth 0.2.13 webcolors 1.13 webencodings 0.5.1 websocket-client 1.7.0 websockets 12.0 werkzeug 3.0.1 whatthepatch 1.0.5 wheel 0.42.0 widgetsnbextension 4.0.9 wrapt 1.14.1 wurlitzer 3.0.3 xgboost 2.0.3 xlrd 2.0.1 xlwt 1.3.0 yapf 0.40.2 yarl 1.9.4 zict 3.0.0 zipp 3.17.0