jupyter系列镜像是专门为ACK AI套件提供的notebook相关镜像，主要包含以下三类：jupter：包含JupyterLab和Notebook。jupyter-pytorch：基于jupyter镜像，包含PyTorch（CPU版本）以及一系列AI组件。jupyter-pytorch-cuda：基于jupyter镜像，包含PyTorch（GPU版本）以及一系列AI组件。
镜像列表
镜像 | 类别 | 地址 |
jupyter | CPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter:4.0.5-3.2304 |
jupyter-pytorch | CPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch:4.0.5-3.2304-2.1.2 |
jupyter-pytorch-cuda（CUDA12.1） | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu121 |
jupyter-pytorch-cuda（CUDA11.8） | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu118 |
镜像内容
jupyter:4.0.5-3.2304
Python: 3.10.13
anyio: 3.5.0
appdirs: 1.4.4
arenasdk: 0.10.0
argon2-cffi: 21.3.0
argon2-cffi-bindings: 21.2.0
arrow: 1.2.3
asttokens: 2.2.1
async-lru: 2.0.1
attrs: 22.2.0
Automat: 22.10.0
Babel: 2.14.0
backcall: 0.1.0
beautifulsoup4: 4.12.2
bleach: 6.0.0
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
coloredlogs: 15.0.1
constantly: 15.1.0
contourpy: 1.0.7
cycler: 0.11.0
decorator: 5.1.1
defusedxml: 0.7.1
editables: 0.3
entrypoints: 0.3
executing: 1.2.0
fastjsonschema: 2.16.3
fonttools: 4.47.0
fqdn: 1.5.1
fs: 2.4.16
hatch-vcs: 0.3.0
hatchling: 1.14.1
html5lib: 1.1
humanfriendly: 10.0
hyperlink: 21.0.0
idna: 3.4
incremental: 22.10.0
ipykernel: 6.17.1
ipython: 8.12.0
isoduration: 20.11.0
jedi: 0.18.2
Jinja2: 3.1.2
json5: 0.9.12
jsonpointer: 2.3
jsonschema: 4.17.3
jupyter_client: 7.4.9
jupyter_core: 5.1.0
jupyter-events: 0.6.3
jupyter-lsp: 2.1.0
jupyter_server: 2.5.0
jupyter_server_terminals: 0.4.2
jupyterlab: 4.0.5
jupyterlab-pygments: 0.1.2
jupyterlab_server: 2.22.1
kiwisolver: 1.4.4
libcomps: 0.1.19
lxml: 4.9.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
matplotlib-inline: 0.1.6
mistune: 2.0.4
nbclient: 0.7.2
nbconvert: 7.2.5
nbformat: 5.7.0
nest-asyncio: 1.5.6
netifaces: 0.11.0
notebook: 7.0.0b2
notebook_shim: 0.2.3
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
pandas: 1.5.3
pandocfilters: 1.5.0
parso: 0.8.3
pathspec: 0.10.3
pexpect: 4.8.0
pickleshare: 0.7.5
Pillow: 10.1.0
pip: 23.3.1
platformdirs: 3.9.1
pluggy: 1.0.0
ply: 3.11
prometheus-client: 0.19.0
prompt-toolkit: 3.0.38
psutil: 5.9.2
ptyprocess: 0.7.0
pure-eval: 0.2.2
pycairo: 1.23.0
pycparser: 2.21
Pygments: 2.14.0
pyparsing: 3.0.7
pyrsistent: 0.19.3
PySocks: 1.7.1
python-dateutil: 2.8.2
python-json-logger: 2.0.7
pytz: 2022.7.1
PyYAML: 6.0
pyzmq: 24.0.1
requests: 2.31.0
rfc3339-validator: 0.1.4
rfc3986-validator: 0.1.1
SciPy: 1.10.1
Send2Trash: 1.8.2
setuptools: 65.5.1
setuptools-scm: 7.1.0
six: 1.16.0
sniffio: 1.2.0
soupsieve: 2.4
stack-data: 0.6.2
terminado: 0.17.1
tinycss2: 1.2.1
toml: 0.10.2
tomli: 2.0.1
tornado: 6.3.2
traitlets: 5.9.0
trove-classifiers: 2023.2.20
Twisted: 22.10.0
typing_extensions: 4.9.0
uri-template: 1.2.0
urllib3: 1.26.18
wcwidth: 0.2.6
webcolors: 1.12
webencodings: 0.5.1
websocket-client: 1.3.3
wheel: 0.38.4
zope.interface: 5.5.2
jupyter-pytorch:4.0.5-3.2304-2.1.2
Python: 3.10.13
aiodns: 3.0.0
aiohttp: 3.9.3å
aiosignal: 1.3.1
anyio: 3.5.0
appdirs: 1.4.4
arenasdk: 0.10.0
argon2-cffi: 21.3.0
argon2-cffi-bindings: 21.2.0
arrow: 1.2.3
asttokens: 2.2.1
async-lru: 2.0.1
async-timeout: 4.0.2
attrs: 22.2.0
Automat: 22.10.0
Babel: 2.14.0
backcall: 0.1.0
bcrypt: 3.2.2
beautifulsoup4: 4.12.2
bleach: 6.0.0
bokeh: 0.0.0
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
cloudpickle: 2.2.1
colorama: 0.4.6
coloredlogs: 15.0.1
constantly: 15.1.0
contourpy: 1.0.7
coverage: 7.2.1
cryptography: 41.0.7
cycler: 0.11.0
decorator: 5.1.1
defusedxml: 0.7.1
dill: 0.3.6
editables: 0.3
entrypoints: 0.3
exceptiongroup: 1.1.1
executing: 1.2.0
fastjsonschema: 2.16.3
filelock: 3.9.0
fonttools: 4.47.0
fqdn: 1.5.1
frozenlist: 1.3.3
fs: 2.4.16
fsspec: 2023.6.0
gitdb: 4.0.10
GitPython: 3.1.40
hatch-vcs: 0.3.0
hatchling: 1.14.1
html5lib: 1.1
humanfriendly: 10.0
hyperlink: 21.0.0
idna: 3.4
imageio: 2.33.1
incremental: 22.10.0
iniconfig: 1.1.1
ipykernel: 6.17.1
ipympl: 0.9.3
ipython: 8.12.0
ipywidgets: 8.0.6
isoduration: 20.11.0
jedi: 0.18.2
Jinja2: 3.1.2
joblib: 1.2.0
json5: 0.9.12
jsonpointer: 2.3
jsonschema: 4.17.3
jupyter_client: 7.4.9
jupyter_core: 5.1.0
jupyter-events: 0.6.3
jupyter-lsp: 2.1.0
jupyter_server: 2.5.0
jupyter-server-mathjax: 0.2.6
jupyter_server_terminals: 0.4.2
jupyterlab: 4.0.5
jupyterlab_git: 0.50.0
jupyterlab-pygments: 0.1.2
jupyterlab_server: 2.22.1
kiwisolver: 1.4.4
lazy_loader: 0.3
libcomps: 0.1.19
lxml: 4.9.2
lz4: 4.3.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
matplotlib-inline: 0.1.6
mistune: 2.0.4
mpmath: 1.3.0
multidict: 6.0.4
nbclient: 0.7.2
nbconvert: 7.2.5
nbdime: 4.0.1
nbformat: 5.7.0
nest-asyncio: 1.5.6
netifaces: 0.11.0
networkx: 2.8.8
notebook: 7.0.0b2
notebook_shim: 0.2.3
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
pandas: 1.5.3
pandocfilters: 1.5.0
paramiko: 2.12.0
parso: 0.8.3
pathspec: 0.10.3
pexpect: 4.8.0
pickleshare: 0.7.5
Pillow: 10.1.0
pip: 23.3.1
platformdirs: 3.9.1
pluggy: 1.0.0
ply: 3.11
prometheus-client: 0.19.0
prompt-toolkit: 3.0.38
psutil: 5.9.2
ptyprocess: 0.7.0
pure-eval: 0.2.2
pyarrow: 14.0.2
pyasn1: 0.4.8
pycairo: 1.23.0
pycares: 4.3.0
pycparser: 2.21
Pygments: 2.14.0
PyNaCl: 1.4.0
pyparsing: 3.0.7
pyrsistent: 0.19.3
PySocks: 1.7.1
pytest: 7.3.1
pytest-cov: 4.0.0
python-dateutil: 2.8.2
python-json-logger: 2.0.7
pytz: 2022.7.1
PyYAML: 6.0
pyzmq: 24.0.1
requests: 2.31.0
rfc3339-validator: 0.1.4
rfc3986-validator: 0.1.1
scikit-image: 0.22.0
scikit-learn: 1.2.2
SciPy: 1.10.1
seaborn: 0.13.2
Send2Trash: 1.8.2
setuptools: 65.5.1
setuptools-scm: 7.1.0
six: 1.16.0
smmap: 5.0.0
sniffio: 1.2.0
soupsieve: 2.4
stack-data: 0.6.2
sympy: 1.11.1
terminado: 0.17.1
threadpoolctl: 3.1.0
tifffile: 2023.12.9
tinycss2: 1.2.1
toml: 0.10.2
tomli: 2.0.1
torch: 2.1.2+cpu
torchaudio: 2.1.2+cpu
torchvision: 0.16.2+cpu
tornado: 6.3.2
tqdm: 4.65.0
traitlets: 5.9.0
trove-classifiers: 2023.2.20
Twisted: 22.10.0
typing_extensions: 4.9.0
uri-template: 1.2.0
urllib3: 1.26.18
wcwidth: 0.2.6
webcolors: 1.12
webencodings: 0.5.1
websocket-client: 1.3.3
wheel: 0.38.4
widgetsnbextension: 4.0.7
xgboost: 2.0.3
xyzservices: 2023.10.1
yarl: 1.8.2
zope.interface: 5.5.2
jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu121
gcc: 12.2.1
Python: 3.10.13
cuda-compat-12-1: 530.30.02
cuda-cudart-12-1: 12.1.105
aiodns: 3.0.0
aiohttp: 3.9.3
aiosignal: 1.3.1
anyio: 3.5.0
appdirs: 1.4.4
arenasdk: 0.10.0
argon2-cffi: 21.3.0
argon2-cffi-bindings: 21.2.0
arrow: 1.2.3
asttokens: 2.2.1
async-lru: 2.0.1
async-timeout: 4.0.2
attrs: 22.2.0
Automat: 22.10.0
Babel: 2.14.0
backcall: 0.1.0
bcrypt: 3.2.2
beautifulsoup4: 4.12.2
bleach: 6.0.0
bokeh: 0.0.0
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
cloudpickle: 2.2.1
colorama: 0.4.6
coloredlogs: 15.0.1
constantly: 15.1.0
contourpy: 1.0.7
coverage: 7.2.1
cryptography: 41.0.7
cycler: 0.11.0
decorator: 5.1.1
defusedxml: 0.7.1
dill: 0.3.6
editables: 0.3
entrypoints: 0.3
exceptiongroup: 1.1.1
executing: 1.2.0
fastjsonschema: 2.16.3
filelock: 3.9.0
fonttools: 4.47.0
fqdn: 1.5.1
frozenlist: 1.3.3
fs: 2.4.16
fsspec: 2023.6.0
gitdb: 4.0.10
GitPython: 3.1.40
hatch-vcs: 0.3.0
hatchling: 1.14.1
html5lib: 1.1
humanfriendly: 10.0
hyperlink: 21.0.0
idna: 3.4
imageio: 2.33.1
incremental: 22.10.0
iniconfig: 1.1.1
ipykernel: 6.17.1
ipympl: 0.9.3
ipython: 8.12.0
ipywidgets: 8.0.6
isoduration: 20.11.0
jedi: 0.18.2
Jinja2: 3.1.2
joblib: 1.2.0
json5: 0.9.12
jsonpointer: 2.3
jsonschema: 4.17.3
jupyter_client: 7.4.9
jupyter_core: 5.1.0
jupyter-events: 0.6.3
jupyter-lsp: 2.1.0
jupyter_server: 2.5.0
jupyter-server-mathjax: 0.2.6
jupyter_server_terminals: 0.4.2
jupyterlab: 4.0.5
jupyterlab_git: 0.50.0
jupyterlab-pygments: 0.1.2
jupyterlab_server: 2.22.1
kiwisolver: 1.4.4
lazy_loader: 0.3
libcomps: 0.1.19
lxml: 4.9.2
lz4: 4.3.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
matplotlib-inline: 0.1.6
mistune: 2.0.4
mpmath: 1.3.0
multidict: 6.0.4
nbclient: 0.7.2
nbconvert: 7.2.5
nbdime: 4.0.1
nbformat: 5.7.0
nest-asyncio: 1.5.6
netifaces: 0.11.0
networkx: 2.8.8
notebook: 7.0.0b2
notebook_shim: 0.2.3
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
pandas: 1.5.3
pandocfilters: 1.5.0
paramiko: 2.12.0
parso: 0.8.3
pathspec: 0.10.3
pexpect: 4.8.0
pickleshare: 0.7.5
Pillow: 10.1.0
pip: 23.3.1
platformdirs: 3.9.1
pluggy: 1.0.0
ply: 3.11
prometheus-client: 0.19.0
prompt-toolkit: 3.0.38
psutil: 5.9.2
ptyprocess: 0.7.0
pure-eval: 0.2.2
pyarrow: 14.0.2
pyasn1: 0.4.8
pycairo: 1.23.0
pycares: 4.3.0
pycparser: 2.21
Pygments: 2.14.0
PyNaCl: 1.4.0
pyparsing: 3.0.7
pyrsistent: 0.19.3
PySocks: 1.7.1
pytest: 7.3.1
pytest-cov: 4.0.0
python-dateutil: 2.8.2
python-json-logger: 2.0.7
pytz: 2022.7.1
PyYAML: 6.0
pyzmq: 24.0.1
requests: 2.31.0
rfc3339-validator: 0.1.4
rfc3986-validator: 0.1.1
scikit-image: 0.22.0
scikit-learn: 1.2.2
SciPy: 1.10.1
seaborn: 0.13.2
Send2Trash: 1.8.2
setuptools: 65.5.1
setuptools-scm: 7.1.0
six: 1.16.0
smmap: 5.0.0
sniffio: 1.2.0
soupsieve: 2.4
stack-data: 0.6.2
sympy: 1.11.1
terminado: 0.17.1
threadpoolctl: 3.1.0
tifffile: 2023.12.9
tinycss2: 1.2.1
toml: 0.10.2
tomli: 2.0.1
torch: 2.1.2+cu121
torchaudio: 2.1.2+cu121
torchvision: 0.16.2+cu121
tornado: 6.3.2
tqdm: 4.65.0
traitlets: 5.9.0
triton: 2.1.0
trove-classifiers: 2023.2.20
Twisted: 22.10.0
typing_extensions: 4.9.0
uri-template: 1.2.0
urllib3: 1.26.18
wcwidth: 0.2.6
webcolors: 1.12
webencodings: 0.5.1
websocket-client: 1.3.3
wheel: 0.38.4
widgetsnbextension: 4.0.7
xgboost: 2.0.3
xyzservices: 2023.10.1
yarl: 1.8.2
zope.interface: 5.5.2
jupyter-pytorch-cuda:4.0.5-3.2304-2.1.2cu118
gcc: 12.2.1
Python: 3.10.13
aiodns: 3.0.0
aiohttp: 3.9.3
aiosignal: 1.3.1
anyio: 3.5.0
appdirs: 1.4.4
arenasdk: 0.10.0
argon2-cffi: 21.3.0
argon2-cffi-bindings: 21.2.0
arrow: 1.2.3
asttokens: 2.2.1
async-lru: 2.0.1
async-timeout: 4.0.2
attrs: 22.2.0
Automat: 22.10.0
Babel: 2.14.0
backcall: 0.1.0
bcrypt: 3.2.2
beautifulsoup4: 4.12.2
bleach: 6.0.0
bokeh: 0.0.0
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
cloudpickle: 2.2.1
colorama: 0.4.6
coloredlogs: 15.0.1
constantly: 15.1.0
contourpy: 1.0.7
coverage: 7.2.1
cryptography: 41.0.7
cycler: 0.11.0
decorator: 5.1.1
defusedxml: 0.7.1
dill: 0.3.6
editables: 0.3
entrypoints: 0.3
exceptiongroup: 1.1.1
executing: 1.2.0
fastjsonschema: 2.16.3
filelock: 3.9.0
fonttools: 4.47.0
fqdn: 1.5.1
frozenlist: 1.3.3
fs: 2.4.16
fsspec: 2023.6.0
gitdb: 4.0.10
GitPython: 3.1.40
gpg: 1.19.0
hatch-vcs: 0.3.0
hatchling: 1.14.1
html5lib: 1.1
humanfriendly: 10.0
hyperlink: 21.0.0
idna: 3.4
imageio: 2.33.1
incremental: 22.10.0
iniconfig: 1.1.1
ipykernel: 6.17.1
ipympl: 0.9.3
ipython: 8.12.0
ipywidgets: 8.0.6
isoduration: 20.11.0
jedi: 0.18.2
Jinja2: 3.1.2
joblib: 1.2.0
json5: 0.9.12
jsonpointer: 2.3
jsonschema: 4.17.3
jupyter_client: 7.4.9
jupyter_core: 5.1.0
jupyter-events: 0.6.3
jupyter-lsp: 2.1.0
jupyter_server: 2.5.0
jupyter-server-mathjax: 0.2.6
jupyter_server_terminals: 0.4.2
jupyterlab: 4.0.5
jupyterlab_git: 0.50.0
jupyterlab-pygments: 0.1.2
jupyterlab_server: 2.22.1
kiwisolver: 1.4.4
lazy_loader: 0.3
libcomps: 0.1.19
lxml: 4.9.2
lz4: 4.3.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
matplotlib-inline: 0.1.6
mistune: 2.0.4
mpmath: 1.3.0
multidict: 6.0.4
nbclient: 0.7.2
nbconvert: 7.2.5
nbdime: 4.0.1
nbformat: 5.7.0
nest-asyncio: 1.5.6
netifaces: 0.11.0
networkx: 2.8.8
notebook: 7.0.0b2
notebook_shim: 0.2.3
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
pandas: 1.5.3
pandocfilters: 1.5.0
paramiko: 2.12.0
parso: 0.8.3
pathspec: 0.10.3
pexpect: 4.8.0
pickleshare: 0.7.5
Pillow: 10.1.0
pip: 23.3.1
platformdirs: 3.9.1
pluggy: 1.0.0
ply: 3.11
prometheus-client: 0.19.0
prompt-toolkit: 3.0.38
psutil: 5.9.2
ptyprocess: 0.7.0
pure-eval: 0.2.2
pyarrow: 14.0.2
pyasn1: 0.4.8
pycairo: 1.23.0
pycares: 4.3.0
pycparser: 2.21
Pygments: 2.14.0
PyNaCl: 1.4.0
pyparsing: 3.0.7
pyrsistent: 0.19.3
PySocks: 1.7.1
pytest: 7.3.1
pytest-cov: 4.0.0
python-dateutil: 2.8.2
python-json-logger: 2.0.7
pytz: 2022.7.1
PyYAML: 6.0
pyzmq: 24.0.1
requests: 2.31.0
rfc3339-validator: 0.1.4
rfc3986-validator: 0.1.1
rpm: 4.18.0
scikit-image: 0.22.0
scikit-learn: 1.2.2
SciPy: 1.10.1
seaborn: 0.13.2
Send2Trash: 1.8.2
setuptools: 65.5.1
setuptools-scm: 7.1.0
six: 1.16.0
smmap: 5.0.0
sniffio: 1.2.0
soupsieve: 2.4
stack-data: 0.6.2
sympy: 1.11.1
terminado: 0.17.1
threadpoolctl: 3.1.0
tifffile: 2023.12.9
tinycss2: 1.2.1
toml: 0.10.2
tomli: 2.0.1
torch: 2.1.2+cu118
torchaudio: 2.1.2+cu118
torchvision: 0.16.2+cu118
tornado: 6.3.2
tqdm: 4.65.0
traitlets: 5.9.0
triton: 2.1.0
trove-classifiers: 2023.2.20
Twisted: 22.10.0
typing_extensions: 4.9.0
uri-template: 1.2.0
urllib3: 1.26.18
wcwidth: 0.2.6
webcolors: 1.12
webencodings: 0.5.1
websocket-client: 1.3.3
wheel: 0.38.4
widgetsnbextension: 4.0.7
xgboost: 2.0.3
xyzservices: 2023.10.1
yarl: 1.8.2
zope.interface: 5.5.2
镜像运行要求
jupyter和jupyter-pytorch为CPU镜像，对运行环境无要求。
jupyter-pytorch-cuda CUDA12.1和CUDA11.8为GPU镜像，CUDA12.1镜像需要nvidia-driver >= 525，兼容nvidia-driver R470。CUDA11.8镜像需要nvidia-driver>=470。
重要特性
jupyter系列镜像是专门为ACK AI套件提供的notebook相关镜像，相关的使用可以参考创建并使用Notebook。
更新记录
2024.06
更新jupyter、jupyter-pytorch和jupyter-pytorch-cuda镜像，为镜像用户jovyan添加sudo权限。
2024.03
更新jupyter-pytorch镜像，修复CVE。
更新jupyter-pytorch-cuda镜像，增加gcc-c++组件。
2024.02
发布jupyter-pytorch，jupyter-pytorch-cuda for CUDA 11.8和CUDA12.1镜像。
2024.01
发布jupyter镜像。