| #!/bin/bash |
| apt-get install libgl1-mesa-glx libegl1-mesa libxrandr2 libxrandr2 libxss1 libxcursor1 libxcomposite1 libasound2 libxi6 libxtst6 |
| curl -O https://repo.anaconda.com/archive/Anaconda3-2024.02-1-Linux-x86_64.sh |
| bash /notebooks/Anaconda3-2024.02-1-Linux-x86_64.sh -b -p $HOME/anaconda3 |
| activateBase () { |
| . /root/anaconda3/bin/activate |
| } |
| activateBase |
| conda init |
| conda create -n newpy python=3.11 |
| activateEnv (){ |
| conda activate newpy |
| } |
| activateEnv |
| pip install ipykernel jupyter ipywidgets jupyterlab |
| python -m ipykernel install --user --name newpy |
| python -m pip install torch==2.1.0+cu121 torchvision==0.16.0+cu121 torchaudio==2.1.0 torchtext==0.16.0+cpu torchdata==0.7.0 --index-url https://download.pytorch.org/whl/cu121torch --index-url https://download.pytorch.org/whl/cu121 |
| python -m pip install git+https://github.com/huggingface/transformers.git |
| python -m pip install pytorch-crf |
| python -m pip install --upgrade pip |
| python -m pip install -r requirements.txt |
| python -m pip install \ |
| --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple \ |
| "cudf-cu12>=24.4.0a0,<=24.4" "dask-cudf-cu12>=24.4.0a0,<=24.4" \ |
| "cuml-cu12>=24.4.0a0,<=24.4" "cugraph-cu12>=24.4.0a0,<=24.4" \ |
| "cuspatial-cu12>=24.4.0a0,<=24.4" "cuproj-cu12>=24.4.0a0,<=24.4" \ |
| "cuxfilter-cu12>=24.4.0a0,<=24.4" "cucim-cu12>=24.4.0a0,<=24.4" \ |
| "pylibraft-cu12>=24.4.0a0,<=24.4" "raft-dask-cu12>=24.4.0a0,<=24.4" \ |
| "dask-cuda>=24.4.0a0,<=24.4" |
| python -m pipx install poetry |
|
|
