Machine Learning Resource Group Runtime Environment

Last updated: 2025-09-25 11:46:31
Machine Learning Resource Group Runtime Environment
Last updated: 2025-09-25 11:46:31
Data Lake Compute (DLC) offers a machine learning resource group type based on the standard engine Spark. It provides built-in images for machine learning, allowing users to directly select and use them according to business needs. Users can also do secondary development based on these images to create custom images.
Based on this document, understand the product specifically support Type of Image and content, simultaneously support obtain image package to local via local terminal.
Overview
Image Name
Scenario
﻿tensorflow-v2.18.0﻿
Model training and reasoning with TensorFlow 2.18 (CPU environment), such as quick experiments with Keras high-level APIs and prototype verification of classic computer vision/NLP models.
﻿pytorch-v2.5.1﻿
A general-purpose CPU environment for PyTorch 2.5.1 training, inference, and development. Recommended for logic validation, data pipeline development, and unit testing/CI in non-GPU environments.
﻿scikit-learn-v1.6.0﻿
Traditional machine learning (non-deep learning) tasks: feature engineering, classic models (such as random forest, XGBoost if additionally installed, SVM, linear model, clustering).
﻿pytorch2.6-gpu-py311-cu124﻿
PyTorch 2.6 environment with GPU (CUDA 12.4) for deep learning training/reasoning; suitable for computer vision, NLP, recommendation, and multimodal tasks requiring large-scale training or accelerated reasoning.
﻿tensorflow2.20-gpu-py311-cu124﻿
A GPU-enabled environment for TensorFlow 2.20 (CUDA 12.4), recommended for high-performance Keras training, migration of legacy TF Estimator projects, and integration with TFX and TensorFlow Serving. Ensure the TensorFlow Serving version is compatible.
tensorflow-v2.18.0
System Environment
OS:Ubuntu 22.04.2 LTS
Python:3.10.9
Installed Python Libraries
﻿
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
System Environment
OS:Ubuntu 22.04.2 LTS
Python:3.10.9
Installed Python Libraries
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
System Environment
OS:Ubuntu 22.04.2 LTS
Python:3.10.9
Installed Python Libraries
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
System Environment
OS:TencentOS Server 3.1 (Final)
Python:3.11.9
Installed Python Libraries
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
System Environment
OS:TencentOS Server 3.1 (Final)
Python:3.11.9
Installed Python Libraries
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
﻿
﻿
Was this page helpful?
You can also Contact Sales or Submit a Ticket for help.
Yes
Feedback
Image Name	Scenario
tensorflow-v2.18.0	Model training and reasoning with TensorFlow 2.18 (CPU environment), such as quick experiments with Keras high-level APIs and prototype verification of classic computer vision/NLP models.
pytorch-v2.5.1	A general-purpose CPU environment for PyTorch 2.5.1 training, inference, and development. Recommended for logic validation, data pipeline development, and unit testing/CI in non-GPU environments.
scikit-learn-v1.6.0	Traditional machine learning (non-deep learning) tasks: feature engineering, classic models (such as random forest, XGBoost if additionally installed, SVM, linear model, clustering).
pytorch2.6-gpu-py311-cu124	PyTorch 2.6 environment with GPU (CUDA 12.4) for deep learning training/reasoning; suitable for computer vision, NLP, recommendation, and multimodal tasks requiring large-scale training or accelerated reasoning.
tensorflow2.20-gpu-py311-cu124	A GPU-enabled environment for TensorFlow 2.20 (CUDA 12.4), recommended for high-performance Keras training, migration of legacy TF Estimator projects, and integration with TFX and TensorFlow Serving. Ensure the TensorFlow Serving version is compatible.
tencent cloud

Overview

tensorflow-v2.18.0

System Environment

Installed Python Libraries

pytorch-v2.5.1

System Environment

Installed Python Libraries

scikit-learn-v1.6.0

System Environment

Installed Python Libraries

pytorch2.6-gpu-py311-cu124

System Environment

Installed Python Libraries

tensorflow2.20-gpu-py311-cu124

System Environment

Installed Python Libraries
