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  1. How to install a specific package?
    1. Users can not and should not install packages in existing python environments such as opence-v1.5.1.
    2. Users need to create their own python environment to install their own packages.
      1. AnchorCreate a New Env from Existing EnvironmentCreate a New Env from Existing Environment.
      2. Create Conda Environment from Scratch.

    3. Users should search for all the available packages before installation.

      1. Code Block
        conda search openblas





  2. How to solve dependency conflict?

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Environment NameLocationDescription
base/opt/apps/anaconda3Default Conda env with basic python packages.

deepspeed-v0.3.16

/opt/miniconda3/envs/deepspeed-v0.3.16

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

fastai-v0.1.18

/opt/miniconda3/envs/fastai-v0.1.18

fastai is a deep learning library that provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains and provides researchers with low-level components that can be mixed and matched to build new approaches.
wmlce-v1.6.2/opt/anaconda3/envs/wmlce-v1.6.2Watson Machine Learning Community Edition is an IBM Cognitive Systems offering that is designed for the rapidly growing and quickly evolving AI category of deep learning.
wmlce-v1.7.0/opt/anaconda3/envs/wmlce-v1.7.0Watson Machine Learning Community Edition is an IBM Cognitive Systems offering that is designed for the rapidly growing and quickly evolving AI category of deep learning.
opence-v1.0.0

/opt/miniconda3/envs/opence-v1.0.0

Open-CE is a community-driven software distribution for machine learning that runs on standard Linux platforms with NVIDIA GPU technologies.
opence-v1.1.2/opt/miniconda3/envs/opence-v1.1.2Open-CE is a community-driven software distribution for machine learning that runs on standard Linux platforms with NVIDIA GPU technologies.
opence-v1.2.2/opt/miniconda3/envs/opence-v1.2.2Open-CE is a community-driven software distribution for machine learning that runs on standard Linux platforms with NVIDIA GPU technologies.
opence-v1.3.1/opt/miniconda3/envs/opence-v1.3.1Open-CE is a community-driven software distribution for machine learning that runs on standard Linux platforms with NVIDIA GPU technologies.
rapids

/opt/miniconda3/envs/rapids

The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs.

Create a New Env from Existing Envs
Anchor
existing_env
existing_env

We recommend our users to create a new environment from one of our existing opence environment.

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