-------------------- Module Specific Help for "pytorch/2.2" -------------------- PyTorch version 2.2.1, machine learning library for Python For more help see: https://docs.csc.fi/apps/pytorch/ 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 accelerate 0.27.2 addict 2.4.0 affine 2.4.0 aiohttp 3.9.3 aiohttp-cors 0.7.0 aiorwlock 1.4.0 aiosignal 1.3.1 alembic 1.13.1 annotated-types 0.6.0 anyio 4.3.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 array-record 0.5.0 arrow 1.3.0 assertpy 1.1 asttokens 2.4.1 async-lru 2.0.4 async-timeout 4.0.3 attrs 23.2.0 audioread 3.0.1 Babel 2.14.0 beautifulsoup4 4.12.3 bleach 6.1.0 blessed 1.20.0 blinker 1.7.0 blosc2 2.5.1 cachetools 5.3.2 certifi 2024.2.2 cffi 1.16.0 cftime 1.6.3 charset-normalizer 3.3.2 click 8.1.7 click-plugins 1.1.1 cligj 0.7.2 cloudpickle 3.0.0 cmake 3.28.3 colorama 0.4.6 colorful 0.5.6 comm 0.2.1 ConfigArgParse 1.7 contourpy 1.2.0 cycler 0.12.1 Cython 3.0.8 dash 2.15.0 dash-core-components 2.0.0 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.2.1 dask-jobqueue 0.8.5 datasets 2.17.1 debtcollector 3.0.0 debugpy 1.8.1 decorator 5.1.1 deepspeed 0.13.3 deepspeed-kernels 0.0.1.dev1698255861 defusedxml 0.7.1 dill 0.3.8 distlib 0.3.8 distributed 2024.2.1 dm-tree 0.1.8 docker 7.0.0 entrypoints 0.4 et-xmlfile 1.1.0 etils 1.5.2 evaluate 0.4.1 exceptiongroup 1.2.0 executing 2.0.1 faiss 1.7.4 fastapi 0.108.0 fastargs 1.2.0 fastjsonschema 2.19.1 ffcv 1.0.2 filelock 3.13.1 fiona 1.9.5 flask 3.0.2 fonttools 4.49.0 fqdn 1.5.1 frozenlist 1.4.1 fsspec 2023.10.0 fvcore 0.1.5.post20221221 gensim 4.3.2 geopandas 0.14.3 gitdb 4.0.11 GitPython 3.1.42 google-api-core 2.17.1 google-auth 2.28.1 googleapis-common-protos 1.62.0 gpustat 1.1.1 gpytorch 1.11 graphviz 0.20.1 greenlet 3.0.3 grpcio 1.62.0 gunicorn 21.2.0 gym 0.26.2 gym-notices 0.0.8 h11 0.14.0 h5py 3.10.0 hjson 3.1.0 httpcore 1.0.4 httptools 0.6.1 httpx 0.27.0 huggingface-hub 0.20.3 idna 3.6 imageio 2.34.0 imbalanced-learn 0.12.0 importlib-metadata 7.0.1 importlib-resources 6.1.2 iniconfig 2.0.0 iopath 0.1.10 ipykernel 6.29.2 ipython 8.18.1 ipython-genutils 0.2.0 ipywidgets 8.1.2 iso8601 2.1.0 isoduration 20.11.0 itsdangerous 2.1.2 jaxtyping 0.2.25 jedi 0.19.1 Jinja2 3.1.3 joblib 1.3.2 json5 0.9.17 jsonpatch 1.33 jsonpointer 2.4 jsonschema 4.21.1 jsonschema-specifications 2023.12.1 jupyter-client 8.6.0 jupyter-core 5.7.1 jupyter-events 0.9.0 jupyter-lsp 2.2.2 jupyter-server 2.12.5 jupyter-server-mathjax 0.2.6 jupyter-server-terminals 0.5.2 jupyterlab 4.1.2 jupyterlab-git 0.50.0 jupyterlab-pygments 0.3.0 jupyterlab-server 2.25.3 jupyterlab-widgets 3.0.10 jupytext 1.16.1 kagglehub 0.1.9 keopscore 2.2.2 keras 3.0.5 keras-core 0.1.7 keras-cv 0.8.2 keystoneauth1 5.6.0 kiwisolver 1.4.5 lazy-loader 0.3 librosa 0.10.1 lightning 2.2.0.post0 lightning-utilities 0.10.1 linear-operator 0.5.2 llvmlite 0.42.0 lmdb 1.4.1 locket 1.0.0 lxml 5.1.0 Mako 1.3.2 Markdown 3.5.2 markdown-it-py 3.0.0 MarkupSafe 2.1.5 matplotlib 3.8.3 matplotlib-inline 0.1.6 mdit-py-plugins 0.4.0 mdurl 0.1.2 mistune 3.0.2 ml-dtypes 0.3.2 mlflow 2.10.2 mpi4py 3.1.5 mpmath 1.3.0 msgpack 1.0.7 multidict 6.0.5 multiprocess 0.70.16 mysql-connector-python 8.3.0 namex 0.0.7 nbclassic 1.0.0 nbclient 0.9.0 nbconvert 7.16.1 nbdime 4.0.1 nbformat 5.9.2 ndindex 1.8 nest-asyncio 1.6.0 netaddr 1.2.1 netCDF4 1.6.5 netifaces 0.11.0 networkx 3.2.1 ninja 1.11.1.1 nltk 3.8.1 notebook 7.1.1 notebook-shim 0.2.4 numba 0.59.0 numexpr 2.9.0 numpy 1.26.4 nvidia-cublas-cu12 12.1.3.1 nvidia-cuda-cupti-cu12 12.1.105 nvidia-cuda-nvrtc-cu12 12.1.105 nvidia-cuda-runtime-cu12 12.1.105 nvidia-cudnn-cu12 8.9.2.26 nvidia-cufft-cu12 11.0.2.54 nvidia-curand-cu12 10.3.2.106 nvidia-cusolver-cu12 11.4.5.107 nvidia-cusparse-cu12 12.1.0.106 nvidia-ml-py 12.535.133 nvidia-nccl-cu12 2.19.3 nvidia-nvjitlink-cu12 12.3.101 nvidia-nvtx-cu12 12.1.105 odfpy 1.4.1 open3d 0.18.0 opencensus 0.11.4 opencensus-context 0.1.3 opencv-python 4.9.0.80 openpyxl 3.1.2 os-service-types 1.7.0 oslo.config 9.4.0 oslo.i18n 6.3.0 oslo.serialization 5.4.0 oslo.utils 7.1.0 overrides 7.7.0 packaging 23.2 pandas 2.2.1 pandocfilters 1.5.1 papermill 2.5.0 parso 0.8.3 partd 1.4.1 pbr 6.0.0 pexpect 4.9.0 pillow 10.2.0 pip 20.2.4 platformdirs 4.2.0 plotly 5.19.0 pluggy 1.4.0 pooch 1.8.1 portalocker 2.8.2 prometheus-client 0.20.0 promise 2.3 prompt-toolkit 3.0.43 protobuf 3.20.3 psutil 5.9.8 ptyprocess 0.7.0 pure-eval 0.2.2 py-cpuinfo 9.0.0 py-spy 0.3.14 pyarrow 15.0.0 pyarrow-hotfix 0.6 pyasn1 0.5.1 pyasn1-modules 0.3.0 pybind11 2.11.1 pycodestyle 2.11.1 pycparser 2.21 pydantic 2.6.2 pydantic-core 2.16.3 pydot 2.0.0 pyflakes 3.2.0 pyg-lib 0.4.0 pyglet 1.5.15 pygments 2.17.2 pykeops 2.2.2 pynndescent 0.5.11 pynvml 11.5.0 pyparsing 3.1.1 pyproj 3.6.1 pyprojroot 0.3.0 pyquaternion 0.9.9 pysqlite3 0.5.2 pytest 7.4.4 python-dateutil 2.8.2 python-dotenv 1.0.1 python-json-logger 2.0.7 python-keystoneclient 5.3.0 python-swiftclient 4.4.0 pytorch-lightning 2.2.0.post0 pytorch-pfn-extras 0.7.6 pytorch3d 0.7.6 pytz 2023.4 PyYAML 6.0.1 pyzmq 25.1.2 querystring-parser 1.2.4 rasterio 1.3.9 ray 2.9.3 referencing 0.33.0 regex 2023.12.25 requests 2.31.0 responses 0.18.0 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986 2.0.0 rfc3986-validator 0.1.1 rich 13.7.0 rpds-py 0.18.0 rsa 4.9 safetensors 0.4.2 scikit-image 0.22.0 scikit-learn 1.4.1.post1 scipy 1.12.0 seaborn 0.13.2 Send2Trash 1.8.2 setuptools 50.3.2 shapely 2.0.3 six 1.16.0 smart-open 7.0.1 smmap 5.0.1 sniffio 1.3.1 snuggs 1.4.7 sortedcontainers 2.4.0 soundfile 0.12.1 soupsieve 2.5 soxr 0.3.7 SQLAlchemy 2.0.27 sqlparse 0.4.4 stack-data 0.6.3 starlette 0.32.0.post1 stevedore 5.2.0 sympy 1.12 tables 3.9.2 tabulate 0.9.0 tblib 3.0.0 tenacity 8.2.3 tensorboard 2.16.2 tensorboard-data-server 0.7.2 tensorboardX 2.6.2.2 tensorflow-datasets 4.9.3 tensorflow-metadata 1.14.0 termcolor 2.4.0 terminado 0.18.0 terminaltables 3.1.10 threadpoolctl 3.3.0 tifffile 2024.2.12 timm 0.9.16 tinycss2 1.2.1 tokenizers 0.15.2 toml 0.10.2 tomli 2.0.1 toolz 0.12.1 torch 2.2.1+cu121 torch-cluster 1.6.3+pt22cu121 torch-geometric 2.5.0 torch-scatter 2.1.2+pt22cu121 torch-sparse 0.6.18+pt22cu121 torch-spline-conv 1.2.2+pt22cu121 torch-tb-profiler 0.4.3 torchaudio 2.2.1+cu121 torchdata 0.7.1 torchmetrics 1.3.1 torchtext 0.17.1 torchvision 0.17.1+cu121 tornado 6.4 tqdm 4.66.2 traitlets 5.14.1 transformers 4.38.1 triton 2.2.0 typeguard 2.13.3 types-python-dateutil 2.8.19.20240106 typing-extensions 4.10.0 tzdata 2024.1 umap-learn 0.5.5 uri-template 1.3.0 urllib3 2.2.1 uvicorn 0.27.1 uvloop 0.19.0 virtualenv 20.25.1 visdom 0.2.4 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 wheel 0.42.0 widgetsnbextension 4.0.10 wrapt 1.16.0 xformers 0.0.25+9469bb5.d20240226 xgboost 2.0.3 xlwt 1.3.0 xxhash 3.4.1 yacs 0.1.8 yarl 1.9.4 zict 3.0.0 zipp 3.17.0