tencent cloud

Data Lake Compute

Release Notes
Product Introduction
Overview
Strengths
Use Cases
Purchase Guide
Billing Overview
Refund
Payment Overdue
Configuration Adjustment Fees
Getting Started
Complete Process for New User Activation
DLC Data Import Guide
Quick Start with Data Analytics in Data Lake Compute
Quick Start with Permission Management in Data Lake Compute
Quick Start with Partition Table
Enabling Data Optimization
Cross-Source Analysis of EMR Hive Data
Standard Engine Configuration Guide
Configuring Data Access Policy
Operation Guide
Console Operation Introduction
Development Guide
Runtime Environment
SparkJar Job Development Guide
PySpark Job Development Guide
Query Performance Optimization Guide
UDF Function Development Guide
System Restraints
Client Access
JDBC Access
TDLC Command Line Interface Tool Access
Third-party Software Linkage
Python Access
Practical Tutorial
Accessing DLC Data with Power BI
Table Creation Practice
Using Apache Airflow to Schedule DLC Engine to Submit Tasks
Direct Query of DLC Internal Storage with StarRocks
Spark cost optimization practice
DATA + AI
Using DLC to Analyze CLS Logs
Using Role SSO to Access DLC
Resource-Level Authentication Guide
Implementing Tencent Cloud TCHouse-D Read and Write Operations in DLC
DLC Native Table
SQL Statement
SuperSQL Statement
Overview of Standard Spark Statement
Overview of Standard Presto Statement
Reserved Words
API Documentation
History
Introduction
API Category
Making API Requests
Data Table APIs
Task APIs
Metadata APIs
Service Configuration APIs
Permission Management APIs
Database APIs
Data Source Connection APIs
Data Optimization APIs
Data Engine APIs
Resource Group for the Standard Engine APIs
Data Types
Error Codes
General Reference
Error Codes
Quotas and limits
Operation Guide on Connecting Third-Party Software to DLC
FAQs
FAQs on Permissions
FAQs on Engines
FAQs on Features
FAQs on Spark Jobs
DLC Policy
Privacy Policy
Data Privacy And Security Agreement
Service Level Agreement
Contact Us
DocumentationData Lake ComputeDevelopment GuideRuntime EnvironmentMachine Learning Resource Group Runtime Environment

Machine Learning Resource Group Runtime Environment

PDF
Focus Mode
Font Size
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
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.
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.
Traditional machine learning (non-deep learning) tasks: feature engineering, classic models (such as random forest, XGBoost if additionally installed, SVM, linear model, clustering).
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.
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


Previous Topic: Audit LogNext Topic: Standard S1.1 (Native) Runtime Environment

Help and Support

Was this page helpful?

Help us improve! Rate your documentation experience in 5 mins.

Feedback