vscode系列镜像是专门为ACK AI套件提供的notebook相关镜像，主要包含以下四类：vscode：包含code-server。vscode-cuda：包含code-server，CUDA（11.8.0，12.1.1）。vscode-cuda-cudnn8：包含code-server，CUDA（11.8.0，12.1.1），cuDNN8。vscode-torch-cuda-cudnn8：包含vscode-server，PyTorch，CUDA（11.8.0，12.1.1），cuDNN8。
镜像列表
镜像 | 类别 | 地址 |
vscode | CPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304 |
vscode-cuda(CUDA 12.1) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-cu12.1.1-devel |
vscode-cuda(CUDA 11.8) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-cu11.8.0-devel |
vscode-cuda-cudnn8(CUDA 12.1) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-cu12.1.1-cudnn8-devel |
vscode-cuda-cudnn8(CUDA 11.8) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-cu11.8.0-cudnn8-devel |
vscode-torch-cuda-cudnn8(CUDA 12.1) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-torch2.2.0.1-cu12.1.1-cudnn8-devel |
vscode-torch-cuda-cudnn8(CUDA 11.8) | GPU | ac2-registry.cn-hangzhou.cr.aliyuncs.com/ac2/vscode:4.22.1-3.2304-torch2.2.0.1-cu11.8.0-cudnn8-devel |
镜像内容
vscode:4.22.1-3.2304
Python: 3.10.13
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
vscode:4.22.1-3.2304-cu12.1.1-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-12-1: 12.1.105
cuda-libraries-12-1: 12.1.1
cuda-nvrtc-12-1: 12.1.105
cuda-nvtx-12-1: 12.1.105
cuda-opencl-12-1: 12.1.105
libnpp-12-1: 12.1.0.40
libcublas-12-1: 12.1.3.1
libcufft-12-1: 11.0.2.54
libcufile-12-1: 1.6.1.9
libcurand-12-1: 10.3.2.106
libcusolver-12-1: 11.4.5.107
libcuparse-12-1: 12.1.0.106
libnvjitlink-12-1: 12.1.105
libnvjpeg-12-1: 12.2.0.2
libnccl: 2.18.3
libibverbs: 44.0
libnl3: 3.7.0
librdmacm: 44.0
cuda-cccl-12-1: 12.1.109
cuda-cudart-devel-12-1: 12.1.105
cuda-cupti-12-1: 12.1.105
cuda-driver-devel-12-1: 12.1.105
cuda-libraries-devel-12-1: 12.1.1
cuda-nvml-devel-12-1: 12.1.105
cuda-nvprof-12-1: 12.1.105
cuda-nvrtc-devel-12-1: 12.1.105
cuda-opencl-devel-12-1: 12.1.105
cuda-profiler-api-12-1: 12.1.105
libcublas-devel-12-1: 12.1.3.1
libcufft-devel-12-1: 11.0.2.54
libcufile-devel-12-1: 1.6.1.9
libcurand-devel-12-1: 10.3.2.106
libcusolver-devel-12-1: 11.4.5.107
libcusparse-devel-12-1: 12.1.0.106
libnccl-devel-12-1: 2.18.3
libnpp-devel-12-1: 12.1.0.40
libnvjitlink-devel-12-1: 12.1.105
libnvjpeg-devel-12-1: 12.2.0.2
cuda-command-line-tools-12-1: 12.1.1
cuda-compiler-12-1: 12.1.1
cuda-cuobjdump-12-1: 12.1.111
cuda-cuxxfilt-12-1: 12.1.105
cuda-gdb-12-1: 12.1.105
cuda-nsight-compute-12-1: 12.1.1
cuda-nvcc-12-1: 12.1.105
cuda-nvdisasm-12-1: 12.1.105
cuda-nvprune-12-1: 12.1.105
cuda-sanitizer-12-1: 12.1.105
nsight-compute-2023.1.1: 2023.1.1.4
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
vscode:4.22.1-3.2304-cu11.8.0-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-11-8: 11.8.89
cuda-libraries-11-8: 11.8.0
cuda-nvtx-11-8: 11.8.86
cuda-nvrtc-11-8: 11.8.89
libnpp-11-8: 11.8.0.86
libcublas-11-8: 11.11.3.6
libcufft-11-8: 10.9.0.58
libcufile-11-8: 1.4.0.31
libcurand-11-8: 10.3.0.86
libcusolver-11-8: 11.4.1.48
libcusparse-11-8: 11.7.5.86
libnccl-cuda-11: 2.19.3
libnvjpeg-11-8: 11.8.0.86
libibverbs: 46.0
libnl3: 3.7.0
librdmacm: 46.0
cuda-cccl-11-8: 11.8.89
cuda-cudart-devel-11-8: 11.8.89
cuda-driver-devel-11-8: 11.8.89
cuda-libraries-devel-11-8: 11.8.0
cuda-nvml-devel-11-8: 11.8.86
cuda-nvprof-11-8: 11.8.87
cuda-nvrtc-devel-11-8: 11.8.89
cuda-profiler-api-11-8: 11.8.86
libcublas-devel-11-8: 11.11.3.6
libcufft-devel-11-8: 10.9.0.58
libcufile-devel-11-8: 1.4.0.31
libcurand-devel-11-8: 10.3.0.86
libcusolver-devel-11-8: 11.4.1.48
libcuparse-devel-11-8: 11.7.5.86
libnccl-devel-cuda-11: 2.19.3
libnpp-devel-11-8: 11.8.0.86
libnvjpeg-devel-11-8: 11.9.0.86
cuda-command-line-tools-11-8: 11.8.0
cuda-compiler-11-8: 11.8.0
cuda-cuobjdump-11-8: 11.8.86
cuda-cupti-11-8: 11.8.87
cuda-cuxxfilt-11-8: 11.8.86
cuda-gdb-11-8: 11.8.86
cuda-memcheck-11-8: 11.8.86
cuda-nsight-compute-11-8: 11.8.0
cuda-nvcc-11-8: 11.8.89
cuda-nvdisasm-11-8: 11.8.86
cuda-nvprune-11-8: 11.8.86
cuda-sanitizer-11-8: 11.8.86
nsight-compute-2022.3.0: 2022.3.0.22
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
vscode:4.22.1-3.2304-cu12.1.1-cudnn8-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-12-1: 12.1.105
cuda-libraries-12-1: 12.1.1
cuda-nvrtc-12-1: 12.1.105
cuda-nvtx-12-1: 12.1.105
cuda-opencl-12-1: 12.1.105
libnpp-12-1: 12.1.0.40
libcublas-12-1: 12.1.3.1
libcufft-12-1: 11.0.2.54
libcufile-12-1: 1.6.1.9
libcurand-12-1: 10.3.2.106
libcusolver-12-1: 11.4.5.107
libcuparse-12-1: 12.1.0.106
libnvjitlink-12-1: 12.1.105
libnvjpeg-12-1: 12.2.0.2
libnccl: 2.18.3
libibverbs: 44.0
libnl3: 3.7.0
librdmacm: 44.0
cuda-cccl-12-1: 12.1.109
cuda-cudart-devel-12-1: 12.1.105
cuda-cupti-12-1: 12.1.105
cuda-driver-devel-12-1: 12.1.105
cuda-libraries-devel-12-1: 12.1.1
cuda-nvml-devel-12-1: 12.1.105
cuda-nvprof-12-1: 12.1.105
cuda-nvrtc-devel-12-1: 12.1.105
cuda-opencl-devel-12-1: 12.1.105
cuda-profiler-api-12-1: 12.1.105
libcublas-devel-12-1: 12.1.3.1
libcufft-devel-12-1: 11.0.2.54
libcufile-devel-12-1: 1.6.1.9
libcurand-devel-12-1: 10.3.2.106
libcusolver-devel-12-1: 11.4.5.107
libcusparse-devel-12-1: 12.1.0.106
libnccl-devel-12-1: 2.18.3
libnpp-devel-12-1: 12.1.0.40
libnvjitlink-devel-12-1: 12.1.105
libnvjpeg-devel-12-1: 12.2.0.2
cuda-command-line-tools-12-1: 12.1.1
cuda-compiler-12-1: 12.1.1
cuda-cuobjdump-12-1: 12.1.111
cuda-cuxxfilt-12-1: 12.1.105
cuda-gdb-12-1: 12.1.105
cuda-nsight-compute-12-1: 12.1.1
cuda-nvcc-12-1: 12.1.105
cuda-nvdisasm-12-1: 12.1.105
cuda-nvprune-12-1: 12.1.105
cuda-sanitizer-12-1: 12.1.105
nsight-compute-2023.1.1: 2023.1.1.4
libcudnn: 8.9.3.28
libcudnn-devel: 8.9.3.28
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
vscode:4.22.1-3.2304-cu11.8.0-cudnn8-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-11-8: 11.8.89
cuda-libraries-11-8: 11.8.0
cuda-nvtx-11-8: 11.8.86
cuda-nvrtc-11-8: 11.8.89
libnpp-11-8: 11.8.0.86
libcublas-11-8: 11.11.3.6
libcufft-11-8: 10.9.0.58
libcufile-11-8: 1.4.0.31
libcurand-11-8: 10.3.0.86
libcusolver-11-8: 11.4.1.48
libcusparse-11-8: 11.7.5.86
libnccl-cuda-11: 2.19.3
libnvjpeg-11-8: 11.8.0.86
libibverbs: 46.0
libnl3: 3.7.0
librdmacm: 46.0
cuda-cccl-11-8: 11.8.89
cuda-cudart-devel-11-8: 11.8.89
cuda-driver-devel-11-8: 11.8.89
cuda-libraries-devel-11-8: 11.8.0
cuda-nvml-devel-11-8: 11.8.86
cuda-nvprof-11-8: 11.8.87
cuda-nvrtc-devel-11-8: 11.8.89
cuda-profiler-api-11-8: 11.8.86
libcublas-devel-11-8: 11.11.3.6
libcufft-devel-11-8: 10.9.0.58
libcufile-devel-11-8: 1.4.0.31
libcurand-devel-11-8: 10.3.0.86
libcusolver-devel-11-8: 11.4.1.48
libcuparse-devel-11-8: 11.7.5.86
libnccl-devel-cuda-11: 2.19.3
libnpp-devel-11-8: 11.8.0.86
libnvjpeg-devel-11-8: 11.9.0.86
cuda-command-line-tools-11-8: 11.8.0
cuda-compiler-11-8: 11.8.0
cuda-cuobjdump-11-8: 11.8.86
cuda-cupti-11-8: 11.8.87
cuda-cuxxfilt-11-8: 11.8.86
cuda-gdb-11-8: 11.8.86
cuda-memcheck-11-8: 11.8.86
cuda-nsight-compute-11-8: 11.8.0
cuda-nvcc-11-8: 11.8.89
cuda-nvdisasm-11-8: 11.8.86
cuda-nvprune-11-8: 11.8.86
cuda-sanitizer-11-8: 11.8.86
nsight-compute-2022.3.0: 2022.3.0.22
libcudnn-cuda-11: 8.9.3.28
libcudnn-devel-cuda-11: 8.9.3.28
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
vscode:4.22.1-3.2304-torch2.2.0.1-cu12.1.1-cudnn8-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-12-1: 12.1.105
cuda-libraries-12-1: 12.1.1
cuda-nvrtc-12-1: 12.1.105
cuda-nvtx-12-1: 12.1.105
cuda-opencl-12-1: 12.1.105
libnpp-12-1: 12.1.0.40
libcublas-12-1: 12.1.3.1
libcufft-12-1: 11.0.2.54
libcufile-12-1: 1.6.1.9
libcurand-12-1: 10.3.2.106
libcusolver-12-1: 11.4.5.107
libcuparse-12-1: 12.1.0.106
libnvjitlink-12-1: 12.1.105
libnvjpeg-12-1: 12.2.0.2
libnccl: 2.19.3
libibverbs: 44.0
libnl3: 3.7.0
librdmacm: 44.0
cuda-cccl-12-1: 12.1.109
cuda-cudart-devel-12-1: 12.1.105
cuda-cupti-12-1: 12.1.105
cuda-driver-devel-12-1: 12.1.105
cuda-libraries-devel-12-1: 12.1.1
cuda-nvml-devel-12-1: 12.1.105
cuda-nvprof-12-1: 12.1.105
cuda-nvrtc-devel-12-1: 12.1.105
cuda-opencl-devel-12-1: 12.1.105
cuda-profiler-api-12-1: 12.1.105
libcublas-devel-12-1: 12.1.3.1
libcufft-devel-12-1: 11.0.2.54
libcufile-devel-12-1: 1.6.1.9
libcurand-devel-12-1: 10.3.2.106
libcusolver-devel-12-1: 11.4.5.107
libcusparse-devel-12-1: 12.1.0.106
libnccl-devel-12-1: 2.19.3
libnpp-devel-12-1: 12.1.0.40
libnvjitlink-devel-12-1: 12.1.105
libnvjpeg-devel-12-1: 12.2.0.2
cuda-command-line-tools-12-1: 12.1.1
cuda-compiler-12-1: 12.1.1
cuda-cuobjdump-12-1: 12.1.111
cuda-cuxxfilt-12-1: 12.1.105
cuda-gdb-12-1: 12.1.105
cuda-nsight-compute-12-1: 12.1.1
cuda-nvcc-12-1: 12.1.105
cuda-nvdisasm-12-1: 12.1.105
cuda-nvprune-12-1: 12.1.105
cuda-sanitizer-12-1: 12.1.105
nsight-compute-2023.1.1: 2023.1.1.4
libcudnn: 8.9.3.28
libcudnn-devel: 8.9.3.28
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
aiodns: 3.0.0
aiohttp: 3.9.3
aiosignal: 1.3.1
appdirs: 1.4.4
async-timeout: 4.0.2
attrs: 22.2.0
bcrypt: 3.2.2
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
contourpy: 1.0.7
coverage: 7.2.1
cryptography: 39.0.0
cycler: 0.11.0
exceptiongroup: 1.1.1
filelock: 3.9.0
fonttools: 4.47.0
frozenlist: 1.3.3
fs: 2.4.16
fsspec: 2023.6.0
idna: 3.4
iniconfig: 1.1.1
Jinja2: 3.1.2
kiwisolver: 1.4.4
libcomps: 0.1.19
lxml: 4.9.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
mpmath: 1.3.0
multidict: 6.0.4
networkx: 2.8.8
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
paramiko: 2.12.0
Pillow: 9.4.0
pip: 23.3.1
pluggy: 1.0.0
ply: 3.11
pyarrow: 14.0.2
pyasn1: 0.4.8
pycairo: 1.23.0
pycares: 4.3.0
pycparser: 2.21
PyNaCl: 1.4.0
pyparsing: 3.0.7
PySocks: 1.7.1
pytest: 7.3.1
pytest-cov: 4.0.0
python-dateutil: 2.8.2
requests: 2.31.0
SciPy: 1.10.1
setuptools: 65.5.1
six: 1.16.0
sympy: 1.11.1
tomli: 2.0.1
torch: 2.2.0.1+cu121
torchaudio: 2.2.0.1+cu121
torchvision: 0.17.0.1+cu121
tqdm: 4.65.0
triton: 2.2.0
typing_extensions: 4.9.0
urllib3: 1.26.18
yarl: 1.8.2
vscode:4.22.1-3.2304-torch2.2.0.1-cu11.8.0-cudnn8-devel
gcc: 12.2.1
Python: 3.10.13
cuda-cudart-11-8: 11.8.89
cuda-libraries-11-8: 11.8.0
cuda-nvtx-11-8: 11.8.86
cuda-nvrtc-11-8: 11.8.89
libnpp-11-8: 11.8.0.86
libcublas-11-8: 11.11.3.6
libcufft-11-8: 10.9.0.58
libcufile-11-8: 1.4.0.31
libcurand-11-8: 10.3.0.86
libcusolver-11-8: 11.4.1.48
libcusparse-11-8: 11.7.5.86
libnccl-cuda-11: 2.19.3
libnvjpeg-11-8: 11.8.0.86
libibverbs: 46.0
libnl3: 3.7.0
librdmacm: 46.0
cuda-cccl-11-8: 11.8.89
cuda-cudart-devel-11-8: 11.8.89
cuda-driver-devel-11-8: 11.8.89
cuda-libraries-devel-11-8: 11.8.0
cuda-nvml-devel-11-8: 11.8.86
cuda-nvprof-11-8: 11.8.87
cuda-nvrtc-devel-11-8: 11.8.89
cuda-profiler-api-11-8: 11.8.86
libcublas-devel-11-8: 11.11.3.6
libcufft-devel-11-8: 10.9.0.58
libcufile-devel-11-8: 1.4.0.31
libcurand-devel-11-8: 10.3.0.86
libcusolver-devel-11-8: 11.4.1.48
libcuparse-devel-11-8: 11.7.5.86
libnccl-devel-cuda-11: 2.19.3
libnpp-devel-11-8: 11.8.0.86
libnvjpeg-devel-11-8: 11.9.0.86
cuda-command-line-tools-11-8: 11.8.0
cuda-compiler-11-8: 11.8.0
cuda-cuobjdump-11-8: 11.8.86
cuda-cupti-11-8: 11.8.87
cuda-cuxxfilt-11-8: 11.8.86
cuda-gdb-11-8: 11.8.86
cuda-memcheck-11-8: 11.8.86
cuda-nsight-compute-11-8: 11.8.0
cuda-nvcc-11-8: 11.8.89
cuda-nvdisasm-11-8: 11.8.86
cuda-nvprune-11-8: 11.8.86
cuda-sanitizer-11-8: 11.8.86
nsight-compute-2022.3.0: 2022.3.0.22
libcudnn-cuda-11: 8.9.3.28
libcudnn-devel-cuda-11: 8.9.3.28
code-server: 4.22.1
noslate-anode(nodejs): 18.19.0
aiodns: 3.0.0
aiohttp: 3.9.3
aiosignal: 1.3.1
appdirs: 1.4.4
async-timeout: 4.0.2
attrs: 22.2.0
bcrypt: 3.2.2
Brotli: 1.0.9
certifi: 2023.7.22
cffi: 1.15.1
charset-normalizer: 3.1.0
contourpy: 1.0.7
coverage: 7.2.1
cryptography: 39.0.0
cycler: 0.11.0
exceptiongroup: 1.1.1
filelock: 3.9.0
fonttools: 4.47.0
frozenlist: 1.3.3
fs: 2.4.16
fsspec: 2023.6.0
idna: 3.4
iniconfig: 1.1.1
Jinja2: 3.1.2
kiwisolver: 1.4.4
libcomps: 0.1.19
lxml: 4.9.2
MarkupSafe: 2.1.2
matplotlib: 3.7.1
mpmath: 1.3.0
multidict: 6.0.4
networkx: 2.8.8
numpy: 1.24.2
olefile: 0.46
packaging: 23.0
paramiko: 2.12.0
Pillow: 9.4.0
pip: 23.3.1
pluggy: 1.0.0
ply: 3.11
pyarrow: 14.0.2
pyasn1: 0.4.8
pycairo: 1.23.0
pycares: 4.3.0
pycparser: 2.21
PyNaCl: 1.4.0
pyparsing: 3.0.7
PySocks: 1.7.1
pytest: 7.3.1
pytest-cov: 4.0.0
python-dateutil: 2.8.2
requests: 2.31.0
SciPy: 1.10.1
setuptools: 65.5.1
six: 1.16.0
sympy: 1.11.1
tomli: 2.0.1
torch: 2.2.0.1+cu118
torchaudio: 2.2.0.1+cu118
torchvision: 0.17.0.1+cu118
tqdm: 4.65.0
triton: 2.2.0+cu118
typing_extensions: 4.9.0
urllib3: 1.26.18
yarl: 1.8.2
镜像运行要求
vscode:4.22.1-3.2304为CPU镜像，对驱动无要求。
vscode:4.22.1-3.2304-cu12.1.1-devel，vscode:4.22.1-3.2304-cu12.1.1-cudnn8-devel，vscode:4.22.1-3.2304-torch2.2.0.1-cu12.1.1-cudnn8-devel为GPU镜像，且包含CUDA12.1.1，需要nvidia-driver >= 530，兼容nvidia-driver R470，R525。
vscode:4.22.1-3.2304-cu11.8.0-devel，vscode:4.22.1-3.2304-cu11.8.0-cudnn8-devel，vscode:4.22.1-3.2304-torch2.2.0.1-cu11.8.0-cudnn8-devel为GPU镜像，且包含CUDA11.8.0，需要nvidia-driver >= 470。
重要特性
针对vscode发布各类镜像，满足各种场景下的使用要求。可参考ACK的使用VSCode Notebook，在AI套件中使用vscode。
更新记录
2024.03：发布vscode，vscode-cuda，vscode-cuda-cudnn，vscode-cuda-cudnn-pytorch镜像。