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机器学习资源组运行环境

最近更新时间：2025-09-25 10:45:12

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数据湖计算 DLC 基于标准引擎 Spark 的机器学习资源组类型，提供机器学习相关的内置镜像，方便用户可以根据业务需求直接选择使用，也可以基于这些镜像进行二次开发为用户的自定义镜像使用。
您可根据本篇文档，了解产品具体支持的镜像类型与内容，同时支持通过本地终端获取镜像包至本地。

概览

镜像名称
场景
使用 TensorFlow 2.18 的模型训练与推理（CPU 环境），例如 Keras 高层 API 的快速实验、经典计算机视觉/NLP 模型的原型验证。
PyTorch 2.5.1 的通用 CPU 训练/推理和代码开发，适合在无 GPU 的环境中做逻辑验证、数据管道开发、单测与 CI。
传统机器学习（非深度学习）任务：特征工程、经典模型（例如随机森林、XGBoost 若额外安装、SVM、线性模型、聚类）。
使用 GPU（CUDA 12.4）进行深度学习训练/推理的 PyTorch 2.6 环境；适合计算机视觉、NLP、推荐、多模态等需要大批量训练或加速推理的任务。
TensorFlow 2.20 的 GPU 训练与推理（CUDA 12.4），适合 Keras 模型的高性能训练、TF Estimator 历史项目迁移、TFX/TF Serving 集成（注意 Serving 版本匹配）。

tensorflow-v2.18.0

系统环境

OS：Ubuntu 22.04.2 LTS
Python：3.10.9

已安装的 Python 库


Package                            Version
---------------------------------- --------------
tensorboard                        2.18.0
tensorboard-data-server            0.7.2
tensorflow                         2.18.0
tensorflow-io-gcs-filesystem       0.37.1
termcolor                          2.5.0
terminado                          0.17.1
aiofiles                           22.1.0
aiosqlite                          0.18.0
alembic                            1.10.2
altair                             4.2.2
anyio                              3.6.2
argon2-cffi                        21.3.0
argon2-cffi-bindings               21.2.0
arrow                              1.3.0
asttokens                          2.2.1
async-generator                    1.10
attrs                              22.2.0
Babel                              2.12.1
backcall                           0.2.0
backports.functools-lru-cache      1.6.4
beautifulsoup4                     4.11.2
bleach                             6.0.0
blinker                            1.9.0
bokeh                              2.4.3
Bottleneck                         1.3.7
brotlipy                           0.7.0
cached-property                    1.5.2
cachetools                         5.5.0
certifi                            2024.2.2
certipy                            0.1.3
cffi                               1.16.0
charset-normalizer                 2.1.1
click                              8.1.3
cloudpickle                        2.2.1
colorama                           0.4.6
comm                               0.1.2
conda                              23.1.0
conda-package-handling             2.0.2
conda_package_streaming            0.7.0
contourpy                          1.0.7
cos-python-sdk-v5                  1.9.33
crcmod                             1.7
cryptography                       39.0.2
cycler                             0.11.0
Cython                             0.29.33
cytoolz                            0.12.0
dask                               2023.3.1
databricks-sdk                     0.40.0
debugpy                            1.6.6
decorator                          5.1.1
defusedxml                         0.7.1
Deprecated                         1.2.15
dill                               0.3.6
distributed                        2023.3.1
dlcmagic                           1.0.3
docker                             7.1.0
entrypoints                        0.4
et-xmlfile                         1.1.0
executing                          1.2.0
fastjsonschema                     2.16.3
Flask                              3.1.0
flit_core                          3.8.0
fonttools                          4.39.0
fqdn                               1.5.1
fsspec                             2023.3.0
future                             1.0.0
gitdb                              4.0.12
GitPython                          3.1.44
gmpy2                              2.1.2
google-auth                        2.37.0
graphene                           3.4.3
graphql-core                       3.2.5
graphql-relay                      3.2.0
greenlet                           2.0.2
gunicorn                           23.0.0
h5py                               3.8.0
HeapDict                           1.0.1
idna                               3.4
imagecodecs                        2023.1.23
imageio                            2.26.0
importlib-metadata                 6.0.0
importlib-resources                5.12.0
ipykernel                          6.29.4
ipympl                             0.9.3
ipython                            8.11.0
ipython-genutils                   0.2.0
ipywidgets                         8.0.4
isoduration                        20.11.0
itsdangerous                       2.2.0
jedi                               0.18.2
Jinja2                             3.1.2
joblib                             1.2.0
json5                              0.9.5
jsonpointer                        3.0.0
jsonschema                         4.17.3
jupyter_client                     8.0.3
jupyter_core                       5.2.0
jupyter-events                     0.6.3
jupyter_server                     2.4.0
jupyter_server_fileid              0.8.0
jupyter_server_terminals           0.4.4
jupyter_server_ydoc                0.6.1
jupyter-telemetry                  0.1.0
jupyter-ydoc                       0.2.2
jupyterhub                         3.1.1
jupyterlab                         3.6.1
jupyterlab-pygments                0.2.2
jupyterlab_server                  2.20.0
jupyterlab-widgets                 3.0.5
kiwisolver                         1.4.4
libmambapy                         1.3.1
llvmlite                           0.39.1
locket                             1.0.0
lz4                                4.3.2
Mako                               1.2.4
mamba                              1.3.1
Markdown                           3.7
MarkupSafe                         2.1.2
matplotlib                         3.7.1
matplotlib-inline                  0.1.6
mistune                            2.0.5
mlflow                             2.17.2
mlflow-skinny                      2.17.2
mpmath                             1.3.0
msgpack                            1.0.5
munkres                            1.1.4
nbclassic                          0.5.3
nbclient                           0.7.2
nbconvert                          7.2.9
nbformat                           5.7.3
nest-asyncio                       1.5.6
networkx                           3.0
notebook                           6.5.3
notebook_shim                      0.2.2
numba                              0.56.4
numexpr                            2.8.3
numpy                              1.23.5
oauthlib                           3.2.2
openpyxl                           3.1.1
opentelemetry-api                  1.29.0
opentelemetry-sdk                  1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging                          23.0
pamela                             1.0.0
pandas                             1.5.3
pandocfilters                      1.5.0
parso                              0.8.3
partd                              1.3.0
patsy                              0.5.3
pexpect                            4.8.0
pickleshare                        0.7.5
Pillow                             9.4.0
pip                                23.0.1
pkgutil_resolve_name               1.3.10
platformdirs                       3.1.1
pluggy                             1.0.0
pooch                              1.7.0
prometheus-client                  0.16.0
prompt-toolkit                     3.0.38
protobuf                           4.21.12
psutil                             5.9.4
ptyprocess                         0.7.0
pure-eval                          0.2.2
pyarrow                            11.0.0
pyasn1                             0.6.1
pyasn1_modules                     0.4.1
pycosat                            0.6.4
pycparser                          2.21
pycryptodome                       3.21.0
pycryptodomex                      3.19.0
pycurl                             7.45.1
Pygments                           2.14.0
PyJWT                              2.6.0
pyOpenSSL                          23.0.0
pyparsing                          3.0.9
pyrsistent                         0.19.3
PySocks                            1.7.1
python-dateutil                    2.8.2
python-json-logger                 2.0.7
pytz                               2022.7.1
PyWavelets                         1.4.1
PyYAML                             6.0
pyzmq                              25.0.0
requests                           2.28.2
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rsa                                4.9
ruamel.yaml                        0.17.21
ruamel.yaml.clib                   0.2.7
scipy                              1.10.1
seaborn                            0.12.2
Send2Trash                         1.8.0
setuptools                         67.6.0
six                                1.16.0
smmap                              5.0.2
sniffio                            1.3.0
sortedcontainers                   2.4.0
soupsieve                          2.3.2.post1
SQLAlchemy                         2.0.5.post1
sqlparse                           0.5.3
stack-data                         0.6.2
statsmodels                        0.13.5
sympy                              1.11.1
tables                             3.7.0
tblib                              1.7.0
tencentcloud-dlc-utils             1.0.0
terminado                          0.17.1
threadpoolctl                      3.1.0
tifffile                           2023.2.28
tinycss2                           1.2.1
tomli                              2.0.1
toolz                              0.12.0
tornado                            6.2
tqdm                               4.65.0
traitlets                          5.9.0
types-python-dateutil              2.9.0.20241206
typing_extensions                  4.12.2
unicodedata2                       15.0.0
uri-template                       1.3.0
urllib3                            1.26.15
wcwidth                            0.2.6
webcolors                          24.11.1
webencodings                       0.5.1
websocket-client                   1.5.1
Werkzeug                           3.1.3
wheel                              0.38.4
widgetsnbextension                 4.0.5
wrapt                              1.17.2
xlrd                               2.0.1
xmltodict                          0.14.2
y-py                               0.5.9
ypy-websocket                      0.8.2
zict                               2.2.0
zipp                               3.15.0
zstandard                          0.19.0

pytorch-v2.5.1

系统环境

OS：Ubuntu 22.04.2 LTS
Python：3.10.9

已安装的 Python 库

Package                            Version
---------------------------------- --------------
torch                              2.5.1
aiofiles                           22.1.0
aiosqlite                          0.18.0
alembic                            1.10.2
altair                             4.2.2
anyio                              3.6.2
argon2-cffi                        21.3.0
argon2-cffi-bindings               21.2.0
arrow                              1.3.0
asttokens                          2.2.1
async-generator                    1.10
attrs                              22.2.0
Babel                              2.12.1
backcall                           0.2.0
backports.functools-lru-cache      1.6.4
beautifulsoup4                     4.11.2
bleach                             6.0.0
blinker                            1.9.0
bokeh                              2.4.3
Bottleneck                         1.3.7
brotlipy                           0.7.0
cached-property                    1.5.2
cachetools                         5.5.0
certifi                            2024.2.2
certipy                            0.1.3
cffi                               1.16.0
charset-normalizer                 2.1.1
click                              8.1.3
cloudpickle                        2.2.1
colorama                           0.4.6
comm                               0.1.2
conda                              23.1.0
conda-package-handling             2.0.2
conda_package_streaming            0.7.0
contourpy                          1.0.7
cos-python-sdk-v5                  1.9.33
crcmod                             1.7
cryptography                       39.0.2
cycler                             0.11.0
Cython                             0.29.33
cytoolz                            0.12.0
dask                               2023.3.1
databricks-sdk                     0.40.0
debugpy                            1.6.6
decorator                          5.1.1
defusedxml                         0.7.1
Deprecated                         1.2.15
dill                               0.3.6
distributed                        2023.3.1
dlcmagic                           1.0.3
docker                             7.1.0
entrypoints                        0.4
et-xmlfile                         1.1.0
executing                          1.2.0
fastjsonschema                     2.16.3
Flask                              3.1.0
flit_core                          3.8.0
fonttools                          4.39.0
fqdn                               1.5.1
fsspec                             2023.3.0
future                             1.0.0
gitdb                              4.0.12
GitPython                          3.1.44
gmpy2                              2.1.2
google-auth                        2.37.0
graphene                           3.4.3
graphql-core                       3.2.5
graphql-relay                      3.2.0
greenlet                           2.0.2
gunicorn                           23.0.0
h5py                               3.8.0
HeapDict                           1.0.1
idna                               3.4
imagecodecs                        2023.1.23
imageio                            2.26.0
importlib-metadata                 6.0.0
importlib-resources                5.12.0
ipykernel                          6.29.4
ipympl                             0.9.3
ipython                            8.11.0
ipython-genutils                   0.2.0
ipywidgets                         8.0.4
isoduration                        20.11.0
itsdangerous                       2.2.0
jedi                               0.18.2
Jinja2                             3.1.2
joblib                             1.2.0
json5                              0.9.5
jsonpointer                        3.0.0
jsonschema                         4.17.3
jupyter_client                     8.0.3
jupyter_core                       5.2.0
jupyter-events                     0.6.3
jupyter_server                     2.4.0
jupyter_server_fileid              0.8.0
jupyter_server_terminals           0.4.4
jupyter_server_ydoc                0.6.1
jupyter-telemetry                  0.1.0
jupyter-ydoc                       0.2.2
jupyterhub                         3.1.1
jupyterlab                         3.6.1
jupyterlab-pygments                0.2.2
jupyterlab_server                  2.20.0
jupyterlab-widgets                 3.0.5
kiwisolver                         1.4.4
libmambapy                         1.3.1
llvmlite                           0.39.1
locket                             1.0.0
lz4                                4.3.2
Mako                               1.2.4
mamba                              1.3.1
Markdown                           3.7
MarkupSafe                         2.1.2
matplotlib                         3.7.1
matplotlib-inline                  0.1.6
mistune                            2.0.5
mlflow                             2.17.2
mlflow-skinny                      2.17.2
mpmath                             1.3.0
msgpack                            1.0.5
munkres                            1.1.4
nbclassic                          0.5.3
nbclient                           0.7.2
nbconvert                          7.2.9
nbformat                           5.7.3
nest-asyncio                       1.5.6
networkx                           3.0
notebook                           6.5.3
notebook_shim                      0.2.2
numba                              0.56.4
numexpr                            2.8.3
numpy                              1.23.5
oauthlib                           3.2.2
openpyxl                           3.1.1
opentelemetry-api                  1.29.0
opentelemetry-sdk                  1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging                          23.0
pamela                             1.0.0
pandas                             1.5.3
pandocfilters                      1.5.0
parso                              0.8.3
partd                              1.3.0
patsy                              0.5.3
pexpect                            4.8.0
pickleshare                        0.7.5
Pillow                             9.4.0
pip                                23.0.1
pkgutil_resolve_name               1.3.10
platformdirs                       3.1.1
pluggy                             1.0.0
pooch                              1.7.0
prometheus-client                  0.16.0
prompt-toolkit                     3.0.38
protobuf                           4.21.12
psutil                             5.9.4
ptyprocess                         0.7.0
pure-eval                          0.2.2
pyarrow                            11.0.0
pyasn1                             0.6.1
pyasn1_modules                     0.4.1
pycosat                            0.6.4
pycparser                          2.21
pycryptodome                       3.21.0
pycryptodomex                      3.19.0
pycurl                             7.45.1
Pygments                           2.14.0
PyJWT                              2.6.0
pyOpenSSL                          23.0.0
pyparsing                          3.0.9
pyrsistent                         0.19.3
PySocks                            1.7.1
python-dateutil                    2.8.2
python-json-logger                 2.0.7
pytz                               2022.7.1
PyWavelets                         1.4.1
PyYAML                             6.0
pyzmq                              25.0.0
requests                           2.28.2
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rsa                                4.9
ruamel.yaml                        0.17.21
ruamel.yaml.clib                   0.2.7
scipy                              1.10.1
seaborn                            0.12.2
Send2Trash                         1.8.0
setuptools                         67.6.0
six                                1.16.0
smmap                              5.0.2
sniffio                            1.3.0
sortedcontainers                   2.4.0
soupsieve                          2.3.2.post1
SQLAlchemy                         2.0.5.post1
sqlparse                           0.5.3
stack-data                         0.6.2
statsmodels                        0.13.5
sympy                              1.11.1
tables                             3.7.0
tblib                              1.7.0
tencentcloud-dlc-utils             1.0.0
terminado                          0.17.1
threadpoolctl                      3.1.0
tifffile                           2023.2.28
tinycss2                           1.2.1
tomli                              2.0.1
toolz                              0.12.0
tornado                            6.2
tqdm                               4.65.0
traitlets                          5.9.0
types-python-dateutil              2.9.0.20241206
typing_extensions                  4.12.2
unicodedata2                       15.0.0
uri-template                       1.3.0
urllib3                            1.26.15
wcwidth                            0.2.6
webcolors                          24.11.1
webencodings                       0.5.1
websocket-client                   1.5.1
Werkzeug                           3.1.3
wheel                              0.38.4
widgetsnbextension                 4.0.5
wrapt                              1.17.2
xlrd                               2.0.1
xmltodict                          0.14.2
y-py                               0.5.9
ypy-websocket                      0.8.2
zict                               2.2.0
zipp                               3.15.0
zstandard                          0.19.0

scikit-learn-v1.6.0

系统环境

OS：Ubuntu 22.04.2 LTS
Python：3.10.9

已安装的 Python 库

Package                            Version
---------------------------------- --------------
scikit-image                       0.19.3
scikit-learn                       1.6.0
aiofiles                           22.1.0
aiosqlite                          0.18.0
alembic                            1.10.2
altair                             4.2.2
anyio                              3.6.2
argon2-cffi                        21.3.0
argon2-cffi-bindings               21.2.0
arrow                              1.3.0
asttokens                          2.2.1
async-generator                    1.10
attrs                              22.2.0
Babel                              2.12.1
backcall                           0.2.0
backports.functools-lru-cache      1.6.4
beautifulsoup4                     4.11.2
bleach                             6.0.0
blinker                            1.9.0
bokeh                              2.4.3
Bottleneck                         1.3.7
brotlipy                           0.7.0
cached-property                    1.5.2
cachetools                         5.5.0
certifi                            2024.2.2
certipy                            0.1.3
cffi                               1.16.0
charset-normalizer                 2.1.1
click                              8.1.3
cloudpickle                        2.2.1
colorama                           0.4.6
comm                               0.1.2
conda                              23.1.0
conda-package-handling             2.0.2
conda_package_streaming            0.7.0
contourpy                          1.0.7
cos-python-sdk-v5                  1.9.33
crcmod                             1.7
cryptography                       39.0.2
cycler                             0.11.0
Cython                             0.29.33
cytoolz                            0.12.0
dask                               2023.3.1
databricks-sdk                     0.40.0
debugpy                            1.6.6
decorator                          5.1.1
defusedxml                         0.7.1
Deprecated                         1.2.15
dill                               0.3.6
distributed                        2023.3.1
dlcmagic                           1.0.3
docker                             7.1.0
entrypoints                        0.4
et-xmlfile                         1.1.0
executing                          1.2.0
fastjsonschema                     2.16.3
Flask                              3.1.0
flit_core                          3.8.0
fonttools                          4.39.0
fqdn                               1.5.1
fsspec                             2023.3.0
future                             1.0.0
gitdb                              4.0.12
GitPython                          3.1.44
gmpy2                              2.1.2
google-auth                        2.37.0
graphene                           3.4.3
graphql-core                       3.2.5
graphql-relay                      3.2.0
greenlet                           2.0.2
gunicorn                           23.0.0
h5py                               3.8.0
HeapDict                           1.0.1
idna                               3.4
imagecodecs                        2023.1.23
imageio                            2.26.0
importlib-metadata                 6.0.0
importlib-resources                5.12.0
ipykernel                          6.29.4
ipympl                             0.9.3
ipython                            8.11.0
ipython-genutils                   0.2.0
ipywidgets                         8.0.4
isoduration                        20.11.0
itsdangerous                       2.2.0
jedi                               0.18.2
Jinja2                             3.1.2
joblib                             1.2.0
json5                              0.9.5
jsonpointer                        3.0.0
jsonschema                         4.17.3
jupyter_client                     8.0.3
jupyter_core                       5.2.0
jupyter-events                     0.6.3
jupyter_server                     2.4.0
jupyter_server_fileid              0.8.0
jupyter_server_terminals           0.4.4
jupyter_server_ydoc                0.6.1
jupyter-telemetry                  0.1.0
jupyter-ydoc                       0.2.2
jupyterhub                         3.1.1
jupyterlab                         3.6.1
jupyterlab-pygments                0.2.2
jupyterlab_server                  2.20.0
jupyterlab-widgets                 3.0.5
kiwisolver                         1.4.4
libmambapy                         1.3.1
llvmlite                           0.39.1
locket                             1.0.0
lz4                                4.3.2
Mako                               1.2.4
mamba                              1.3.1
Markdown                           3.7
MarkupSafe                         2.1.2
matplotlib                         3.7.1
matplotlib-inline                  0.1.6
mistune                            2.0.5
mlflow                             2.17.2
mlflow-skinny                      2.17.2
mpmath                             1.3.0
msgpack                            1.0.5
munkres                            1.1.4
nbclassic                          0.5.3
nbclient                           0.7.2
nbconvert                          7.2.9
nbformat                           5.7.3
nest-asyncio                       1.5.6
networkx                           3.0
notebook                           6.5.3
notebook_shim                      0.2.2
numba                              0.56.4
numexpr                            2.8.3
numpy                              1.23.5
oauthlib                           3.2.2
openpyxl                           3.1.1
opentelemetry-api                  1.29.0
opentelemetry-sdk                  1.29.0
opentelemetry-semantic-conventions 0.50b0
packaging                          23.0
pamela                             1.0.0
pandas                             1.5.3
pandocfilters                      1.5.0
parso                              0.8.3
partd                              1.3.0
patsy                              0.5.3
pexpect                            4.8.0
pickleshare                        0.7.5
Pillow                             9.4.0
pip                                23.0.1
pkgutil_resolve_name               1.3.10
platformdirs                       3.1.1
pluggy                             1.0.0
pooch                              1.7.0
prometheus-client                  0.16.0
prompt-toolkit                     3.0.38
protobuf                           4.21.12
psutil                             5.9.4
ptyprocess                         0.7.0
pure-eval                          0.2.2
pyarrow                            11.0.0
pyasn1                             0.6.1
pyasn1_modules                     0.4.1
pycosat                            0.6.4
pycparser                          2.21
pycryptodome                       3.21.0
pycryptodomex                      3.19.0
pycurl                             7.45.1
Pygments                           2.14.0
PyJWT                              2.6.0
pyOpenSSL                          23.0.0
pyparsing                          3.0.9
pyrsistent                         0.19.3
PySocks                            1.7.1
python-dateutil                    2.8.2
python-json-logger                 2.0.7
pytz                               2022.7.1
PyWavelets                         1.4.1
PyYAML                             6.0
pyzmq                              25.0.0
requests                           2.28.2
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rsa                                4.9
ruamel.yaml                        0.17.21
ruamel.yaml.clib                   0.2.7
scipy                              1.10.1
seaborn                            0.12.2
Send2Trash                         1.8.0
setuptools                         67.6.0
six                                1.16.0
smmap                              5.0.2
sniffio                            1.3.0
sortedcontainers                   2.4.0
soupsieve                          2.3.2.post1
SQLAlchemy                         2.0.5.post1
sqlparse                           0.5.3
stack-data                         0.6.2
statsmodels                        0.13.5
sympy                              1.11.1
tables                             3.7.0
tblib                              1.7.0
tencentcloud-dlc-utils             1.0.0
terminado                          0.17.1
threadpoolctl                      3.1.0
tifffile                           2023.2.28
tinycss2                           1.2.1
tomli                              2.0.1
toolz                              0.12.0
tornado                            6.2
tqdm                               4.65.0
traitlets                          5.9.0
types-python-dateutil              2.9.0.20241206
typing_extensions                  4.12.2
unicodedata2                       15.0.0
uri-template                       1.3.0
urllib3                            1.26.15
wcwidth                            0.2.6
webcolors                          24.11.1
webencodings                       0.5.1
websocket-client                   1.5.1
Werkzeug                           3.1.3
wheel                              0.38.4
widgetsnbextension                 4.0.5
wrapt                              1.17.2
xlrd                               2.0.1
xmltodict                          0.14.2
y-py                               0.5.9
ypy-websocket                      0.8.2
zict                               2.2.0
zipp                               3.15.0
zstandard                          0.19.0

pytorch2.6-gpu-py311-cu124

系统环境

OS：TencentOS Server 3.1 (Final)
Python：3.11.9

已安装的 Python 库

Package                            Version
---------------------------------- --------------
alembic                            1.16.5
anyio                              4.10.0
argon2-cffi                        25.1.0
argon2-cffi-bindings               25.1.0
arrow                              1.3.0
asttokens                          3.0.0
async-lru                          2.0.5
attrs                              25.3.0
babel                              2.17.0
beautifulsoup4                     4.13.5
bleach                             6.2.0
blinker                            1.9.0
cachetools                         5.5.2
certifi                            2025.8.3
cffi                               2.0.0
charset-normalizer                 3.4.3
click                              8.2.1
cloudpickle                        3.1.1
comm                               0.2.3
contourpy                          1.3.3
cos_python_sdk_v5                  1.9.38
coscmd                             1.9.0.6
crcmod                             1.7
cycler                             0.12.1
databricks-sdk                     0.65.0
DateTime                           5.5
debugpy                            1.8.16
decorator                          5.2.1
defusedxml                         0.7.1
dlcmagic                           1.0.8.post2
docker                             7.1.0
executing                          2.2.1
fastjsonschema                     2.21.2
filelock                           3.13.1
Flask                              3.1.2
fonttools                          4.59.2
fqdn                               1.5.1
fsspec                             2024.6.1
gitdb                              4.0.12
GitPython                          3.1.45
google-auth                        2.40.3
graphene                           3.4.3
graphql-core                       3.2.6
graphql-relay                      3.2.0
greenlet                           3.2.4
grpcio                             1.75.0
gunicorn                           23.0.0
h11                                0.16.0
httpcore                           1.0.9
httpx                              0.28.1
idna                               3.10
importlib_metadata                 8.7.0
ipykernel                          6.30.1
ipython                            9.5.0
ipython_pygments_lexers            1.1.1
isoduration                        20.11.0
itsdangerous                       2.2.0
jedi                               0.19.2
Jinja2                             3.1.6
joblib                             1.5.2
json5                              0.12.1
jsonpointer                        3.0.0
jsonschema                         4.25.1
jsonschema-specifications          2025.9.1
jupyter_client                     8.6.3
jupyter_core                       5.8.1
jupyter-events                     0.12.0
jupyter-lsp                        2.2.6
jupyter_server                     2.17.0
jupyter_server_terminals           0.5.3
jupyterlab                         4.4.7
jupyterlab_pygments                0.3.0
jupyterlab_server                  2.27.3
kiwisolver                         1.4.9
lark                               1.2.2
Mako                               1.3.10
Markdown                           3.9
MarkupSafe                         3.0.2
matplotlib                         3.10.6
matplotlib-inline                  0.1.7
mistune                            3.1.4
mlflow                             2.17.2
mlflow-skinny                      2.17.2
mpmath                             1.3.0
nbclient                           0.10.2
nbconvert                          7.16.6
nbformat                           5.10.4
nest-asyncio                       1.6.0
networkx                           3.3
notebook                           7.4.5
notebook_shim                      0.2.4
numpy                              2.3.3
nvidia-cublas-cu12                 12.4.5.8
nvidia-cuda-cupti-cu12             12.4.127
nvidia-cuda-nvrtc-cu12             12.4.127
nvidia-cuda-runtime-cu12           12.4.127
nvidia-cudnn-cu12                  9.1.0.70
nvidia-cufft-cu12                  11.2.1.3
nvidia-curand-cu12                 10.3.5.147
nvidia-cusolver-cu12               11.6.1.9
nvidia-cusparse-cu12               12.3.1.170
nvidia-cusparselt-cu12             0.6.2
nvidia-nccl-cu12                   2.21.5
nvidia-nvjitlink-cu12              12.4.127
nvidia-nvtx-cu12                   12.4.127
opentelemetry-api                  1.37.0
opentelemetry-sdk                  1.37.0
opentelemetry-semantic-conventions 0.58b0
overrides                          7.7.0
packaging                          24.2
pandas                             2.3.2
pandocfilters                      1.5.1
parso                              0.8.4
pexpect                            4.9.0
pillow                             11.3.0
pip                                25.2
platformdirs                       4.4.0
prettytable                        3.16.0
prometheus_client                  0.22.1
prompt_toolkit                     3.0.52
protobuf                           5.29.5
psutil                             7.0.0
ptyprocess                         0.7.0
pure_eval                          0.2.3
pyarrow                            17.0.0
pyasn1                             0.6.1
pyasn1_modules                     0.4.2
pycparser                          2.23
pycryptodome                       3.23.0
pycryptodomex                      3.23.0
Pygments                           2.19.2
pyparsing                          3.2.4
python-dateutil                    2.9.0.post0
python-json-logger                 3.3.0
pytz                               2025.2
PyYAML                             6.0.2
pyzmq                              27.1.0
referencing                        0.36.2
requests                           2.32.5
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rfc3987-syntax                     1.1.0
rpds-py                            0.27.1
rsa                                4.9.1
scikit-learn                       1.7.2
scipy                              1.16.2
Send2Trash                         1.8.3
setuptools                         80.9.0
six                                1.17.0
smmap                              5.0.2
sniffio                            1.3.1
soupsieve                          2.8
SQLAlchemy                         2.0.43
sqlparse                           0.5.3
stack-data                         0.6.3
sympy                              1.13.1
tabulate                           0.9.0
tencentcloud-dlc-utils             1.0.5
tencentcloud-sdk-python-common     3.0.1461
tencentcloud-sdk-python-ssm        3.0.1459
terminado                          0.18.1
threadpoolctl                      3.6.0
tinycss2                           1.4.0
torch                              2.6.0+cu124
torchaudio                         2.6.0+cu124
torchvision                        0.21.0+cu124
tornado                            6.5.2
tqdm                               4.67.1
traitlets                          5.14.3
triton                             3.2.0
types-python-dateutil              2.9.0.20250822
typing_extensions                  4.15.0
tzdata                             2025.2
uri-template                       1.3.0
urllib3                            2.5.0
wcwidth                            0.2.13
webcolors                          24.11.1
webencodings                       0.5.1
websocket-client                   1.8.0
Werkzeug                           3.1.3
wheel                              0.45.1
xmltodict                          1.0.1
zipp                               3.23.0
zope.interface                     8.0

tensorflow2.20-gpu-py311-cu124

系统环境

OS：TencentOS Server 3.1 (Final)
Python：3.11.9

已安装的 Python 库

Package                            Version
---------------------------------- --------------
absl-py                            2.3.1
alembic                            1.16.5
anyio                              4.10.0
argon2-cffi                        25.1.0
argon2-cffi-bindings               25.1.0
arrow                              1.3.0
asttokens                          3.0.0
astunparse                         1.6.3
async-lru                          2.0.5
attrs                              25.3.0
babel                              2.17.0
beautifulsoup4                     4.13.5
bleach                             6.2.0
blinker                            1.9.0
cachetools                         5.5.2
certifi                            2025.8.3
cffi                               2.0.0
charset-normalizer                 3.4.3
click                              8.2.1
cloudpickle                        3.1.1
comm                               0.2.3
contourpy                          1.3.3
cos_python_sdk_v5                  1.9.38
coscmd                             1.9.0.6
crcmod                             1.7
cycler                             0.12.1
databricks-sdk                     0.65.0
DateTime                           5.5
debugpy                            1.8.16
decorator                          5.2.1
defusedxml                         0.7.1
dlcmagic                           1.0.8.post2
docker                             7.1.0
executing                          2.2.1
fastjsonschema                     2.21.2
Flask                              3.1.2
flatbuffers                        25.2.10
fonttools                          4.59.2
fqdn                               1.5.1
gast                               0.6.0
gitdb                              4.0.12
GitPython                          3.1.45
google-auth                        2.40.3
google-pasta                       0.2.0
graphene                           3.4.3
graphql-core                       3.2.6
graphql-relay                      3.2.0
greenlet                           3.2.4
grpcio                             1.75.0
gunicorn                           23.0.0
h11                                0.16.0
h5py                               3.14.0
httpcore                           1.0.9
httpx                              0.28.1
idna                               3.10
importlib_metadata                 8.7.0
ipykernel                          6.30.1
ipython                            9.5.0
ipython_pygments_lexers            1.1.1
isoduration                        20.11.0
itsdangerous                       2.2.0
jedi                               0.19.2
Jinja2                             3.1.6
joblib                             1.5.2
json5                              0.12.1
jsonpointer                        3.0.0
jsonschema                         4.25.1
jsonschema-specifications          2025.9.1
jupyter_client                     8.6.3
jupyter_core                       5.8.1
jupyter-events                     0.12.0
jupyter-lsp                        2.2.6
jupyter_server                     2.17.0
jupyter_server_terminals           0.5.3
jupyterlab                         4.4.7
jupyterlab_pygments                0.3.0
jupyterlab_server                  2.27.3
keras                              3.11.3
kiwisolver                         1.4.9
lark                               1.2.2
libclang                           18.1.1
llvmlite                           0.42.0
Mako                               1.3.10
Markdown                           3.9
markdown-it-py                     4.0.0
MarkupSafe                         3.0.2
matplotlib                         3.10.6
matplotlib-inline                  0.1.7
mdurl                              0.1.2
mistune                            3.1.4
ml_dtypes                          0.5.3
mlflow                             2.17.2
mlflow-skinny                      2.17.2
namex                              0.1.0
nbclient                           0.10.2
nbconvert                          7.16.6
nbformat                           5.10.4
nest-asyncio                       1.6.0
notebook                           7.4.5
notebook_shim                      0.2.4
numba                              0.59.1
numpy                              1.26.4
opentelemetry-api                  1.37.0
opentelemetry-sdk                  1.37.0
opentelemetry-semantic-conventions 0.58b0
opt_einsum                         3.4.0
optree                             0.17.0
overrides                          7.7.0
packaging                          24.2
pandas                             2.3.2
pandocfilters                      1.5.1
parso                              0.8.4
pexpect                            4.9.0
pillow                             11.3.0
pip                                25.2
platformdirs                       4.4.0
prettytable                        3.16.0
prometheus_client                  0.22.1
prompt_toolkit                     3.0.52
protobuf                           5.29.5
psutil                             7.0.0
ptyprocess                         0.7.0
pure_eval                          0.2.3
pyarrow                            17.0.0
pyasn1                             0.6.1
pyasn1_modules                     0.4.2
pycparser                          2.23
pycryptodome                       3.23.0
pycryptodomex                      3.23.0
Pygments                           2.19.2
pyparsing                          3.2.4
python-dateutil                    2.9.0.post0
python-json-logger                 3.3.0
pytz                               2025.2
PyYAML                             6.0.2
pyzmq                              27.1.0
referencing                        0.36.2
requests                           2.32.5
rfc3339-validator                  0.1.4
rfc3986-validator                  0.1.1
rfc3987-syntax                     1.1.0
rich                               14.1.0
rpds-py                            0.27.1
rsa                                4.9.1
scikit-learn                       1.7.2
scipy                              1.16.2
Send2Trash                         1.8.3
setuptools                         80.9.0
six                                1.17.0
smmap                              5.0.2
sniffio                            1.3.1
soupsieve                          2.8
SQLAlchemy                         2.0.43
sqlparse                           0.5.3
stack-data                         0.6.3
tabulate                           0.9.0
tencentcloud-dlc-utils             1.0.5
tencentcloud-sdk-python-common     3.0.1461
tencentcloud-sdk-python-ssm        3.0.1459
tensorboard                        2.20.0
tensorboard-data-server            0.7.2
tensorflow                         2.20.0
termcolor                          3.1.0
terminado                          0.18.1
threadpoolctl                      3.6.0
tinycss2                           1.4.0
tornado                            6.5.2
tqdm                               4.67.1
traitlets                          5.14.3
types-python-dateutil              2.9.0.20250822
typing_extensions                  4.15.0
tzdata                             2025.2
uri-template                       1.3.0
urllib3                            2.5.0
wcwidth                            0.2.13
webcolors                          24.11.1
webencodings                       0.5.1
websocket-client                   1.8.0
Werkzeug                           3.1.3
wheel                              0.45.1
wrapt                              1.17.3
xmltodict                          1.0.1
zipp                               3.23.0
zope.interface                     8.0
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