AI开发平台MODELARTS-Standard支持的AI框架:开发环境Notebook
下载AI开发平台MODELARTS用户手册完整版
开发环境Notebook
开发环境的Notebook，根据不同的工作环境，对应支持的镜像和版本有所不同。
|
镜像名称 |
镜像描述 |
适配芯片 |
支持SSH远程开发访问 |
支持在线JupyterLab访问 |
|---|---|---|---|---|
|
pytorch1.8-cuda10.2-cudnn7-ubuntu18.04 |
CPU、GPU通用算法开发和训练基础镜像，预置AI引擎PyTorch1.8 |
CPU/GPU |
是 |
是 |
|
mindspore1.7.0-cuda10.1-py3.7-ubuntu18.04 |
CPU and GPU general algorithm development and training, preconfigured with AI engine MindSpore1.7.0 and cuda 10.1 |
CPU/GPU |
是 |
是 |
|
mindspore1.7.0-py3.7-ubuntu18.04 |
CPU general algorithm development and training, preconfigured with AI engine MindSpore1.7.0 |
CPU |
是 |
是 |
|
pytorch1.10-cuda10.2-cudnn7-ubuntu18.04 |
CPU and GPU general algorithm development and training, preconfigured with AI engine PyTorch1.10 and cuda10.2 |
CPU/GPU |
是 |
是 |
|
tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04 |
CPU、GPU通用算法开发和训练基础镜像，预置AI引擎TensorFlow2.1 |
CPU/GPU |
是 |
是 |
|
tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04 |
GPU通用算法开发和训练基础镜像，预置AI引擎TensorFlow1.13.1 |
GPU |
是 |
是 |
|
conda3-ubuntu18.04 |
Clean user customized base image only include conda |
CPU |
是 |
是 |
|
pytorch1.4-cuda10.1-cudnn7-ubuntu18.04 |
CPU、GPU通用算法开发和训练基础镜像，预置AI引擎PyTorch1.4 |
CPU/GPU |
是 |
是 |
|
conda3-cuda10.2-cudnn7-ubuntu18.04 |
Clean user customized base image include cuda10.2, conda |
CPU |
是 |
是 |
|
tensorflow1.15-mindspore1.7.0-cann5.1.0-euler2.8-aarch64 |
Ascend+ARM算法开发和训练基础镜像，AI引擎预置TensorFlow和MindSpore |
Ascend |
是 |
是 |
|
spark2.4.5-ubuntu18.04 |
CPU algorithm development and training, prebuilt PySpark 2.4.5 and is able to attach to preconfigured spark cluster including MRS and DLI . |
CPU |
否 |
是 |
|
mlstudio-pyspark2.3.2-ubuntu16.04 |
CPU算法开发和训练基础镜像，包含可以图形化机器学习算法开发和调测MLStudio工具，并预置PySpark2.3.2 |
CPU |
否 |
是 |
|
mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3 |
Ascend+ARM algorithm development and training. MindSpore is preset in the AI engine. |
Ascend |
是 |
是 |
|
mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3 |
Ascend+ARM algorithm development and training. MindSpore is preset in the AI engine. |
Ascend |
是 |
是 |
|
mindspore1.7.0-cann5.1.0-py3.7-euler2.8.3 |
Ascend+ARM算法开发和训练基础镜像，AI引擎预置MindSpore |
Ascend |
是 |
是 |
|
tensorflow1.15-cann5.1.0-py3.7-euler2.8.3 |
Ascend+ARM算法开发和训练基础镜像，AI引擎预置TensorFlow |
Ascend |
是 |
是 |
|
mlstudio-pyspark2.4.5-ubuntu18.04 |
CPU算法开发和训练基础镜像，包含可以图形化机器学习算法开发和调测MLStudio工具，并预置PySpark2.4.5 |
CPU |
否 |
是 |
|
mindspore1.2.0-cuda10.1-cudnn7-ubuntu18.04 |
GPU算法开发和训练基础镜像，预置AI引擎MindSpore-GPU |
GPU |
是 |
是 |
|
rlstudio1.0.0-ray1.3.0-cuda10.1-ubuntu18.04 |
CPU、GPU强化学习算法开发和训练基础镜像，预置AI引擎 |
CPU/GPU |
是 |
是 |
|
mindquantum0.9.0-mindspore2.0.0-cuda11.6-ubuntu20.04 |
MindSpore2.0.0 and MindQuantum0.9.0 |
CPU |
是 |
是 |
|
mindspore1.2.0-openmpi2.1.1-ubuntu18.04 |
CPU算法开发和训练基础镜像，预置AI引擎MindSpore-CPU |
CPU |
是 |
是 |
|
cylp0.91.4-cbcpy2.10-ortools9.0-cplex20.1.0-ubuntu18.04 |
CPU运筹优化求解器开发基础镜像，预置cylp，cbcpy，ortools及cplex |
CPU |
是 |
是 |
