Update pytorch, r, pytorch-train environment assets

assets/designer/environments/designer-pytorch-train/asset.yaml

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+name: designer-pytorch-train
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python", "PyTorch"]
+
+

assets/designer/environments/designer-pytorch-train/context/Dockerfile

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+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:latest
+
+WORKDIR /
+
+ENV CONDA_PREFIX=/azureml-envs/designer-pytorch-train
+ENV CONDA_DEFAULT_ENV=$CONDA_PREFIX
+ENV PATH=$CONDA_PREFIX/bin:$PATH
+
+# This is needed for mpi to locate libpython
+ENV LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH
+
+
+# Create conda environment
+COPY conda_dependencies.yaml .
+RUN conda env create -p $CONDA_PREFIX -f conda_dependencies.yaml -q && \
+ rm conda_dependencies.yaml && \
+ conda run -p $CONDA_PREFIX pip cache purge && \
+ conda clean -a -y
+

assets/designer/environments/designer-pytorch-train/context/conda_dependencies.yaml

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+name: project_environment
+channels:
+ - defaults
+ - pytorch
+dependencies:
+ - cudatoolkit=11.8
+ - pip=20.2
+ - python=3.8.10
+ - pytorch=2.3.1
+ - torchvision=0.18.1
+ - pip:
+ - azureml-designer-pytorch-modules==0.0.69
+ - setuptools==65.5.1
+ - wheel==0.38.1
+ - future==0.18.3
+ - numpy==1.22
+ - cryptography==42.0.4
+ - azureml-dataprep==4.10.1
+ - Werkzeug==3.0.3
+ - pip==21.1
+ - requests==2.32.0
+ - paramiko==3.4.0
+ - urllib3==1.26.19
+ - Pillow==10.3.0
+ - pyarrow==14.0.1
+ - pycryptodome==3.19.1
+ - pycryptodomex==3.19.1
+ - gunicorn==22.0.0
+ - idna==3.7

assets/designer/environments/designer-pytorch-train/environment.yaml

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+image:
+ name: azureml/curated/designer-pytorch-train
+ os: linux
+ context:
+ dir: context
+ dockerfile: Dockerfile
+ template_files:
+ - Dockerfile
+ - conda_dependencies.yaml
+ publish:
+ location: mcr
+ visibility: unlisted

assets/designer/environments/designer-pytorch-train/spec.yaml

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+$schema: https://azuremlschemas.azureedge.net/latest/environment.schema.json
+
+description: >-
+ AzureML Designer PyTorch Train image
+
+name: "{{asset.name}}"
+version: "{{asset.version}}"
+
+build:
+ path: "{{asset.repo.url}}#{{asset.repo.commit_hash}}:{{asset.repo.build_context.path}}"
+ dockerfile_path: "{{image.dockerfile.path}}"
+
+os_type: linux
+
+tags:
+ Python: 3.8.10
+ OS: Ubuntu20.04

assets/designer/environments/designer-pytorch/asset.yaml

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+name: designer-pytorch
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python"]
+
+

assets/designer/environments/designer-pytorch/context/Dockerfile

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+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:latest
+
+WORKDIR /
+
+ENV CONDA_PREFIX=/azureml-envs/designer-pytorch
+ENV CONDA_DEFAULT_ENV=$CONDA_PREFIX
+ENV PATH=$CONDA_PREFIX/bin:$PATH
+
+# This is needed for mpi to locate libpython
+ENV LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH
+
+
+# Create conda environment
+COPY conda_dependencies.yaml .
+RUN conda env create -p $CONDA_PREFIX -f conda_dependencies.yaml -q && \
+ rm conda_dependencies.yaml && \
+ conda run -p $CONDA_PREFIX pip cache purge && \
+ conda clean -a -y

assets/designer/environments/designer-pytorch/context/conda_dependencies.yaml

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+name: project_environment
+channels:
+ - defaults
+ - pytorch
+dependencies:
+ - cudatoolkit=11.8
+ - pip=20.2
+ - python=3.8.10
+ - pytorch=2.3.1
+ - torchvision=0.18.1
+ - pip:
+ - azureml-designer-pytorch-modules==0.0.69
+ - setuptools==65.5.1
+ - wheel==0.38.1
+ - future==0.18.3
+ - numpy==1.22
+ - cryptography==42.0.4
+ - azureml-dataprep==4.10.1
+ - Werkzeug==3.0.3
+ - pip==21.1
+ - requests==2.32.0
+ - paramiko==3.4.0
+ - urllib3==1.26.19
+ - Pillow==10.3.0
+ - pyarrow==14.0.1
+ - pycryptodome==3.19.1
+ - pycryptodomex==3.19.1
+ - gunicorn==22.0.0
+ - idna==3.7

assets/designer/environments/designer-pytorch/environment.yaml

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+image:
+ name: azureml/curated/designer-pytorch
+ os: linux
+ context:
+ dir: context
+ dockerfile: Dockerfile
+ template_files:
+ - Dockerfile
+ - conda_dependencies.yaml
+ publish:
+ location: mcr
+ visibility: unlisted

assets/designer/environments/designer-pytorch/spec.yaml

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+$schema: https://azuremlschemas.azureedge.net/latest/environment.schema.json
+
+description: >-
+ AzureML Designer PyTorch image
+
+name: "{{asset.name}}"
+version: "{{asset.version}}"
+
+build:
+ path: "{{asset.repo.url}}#{{asset.repo.commit_hash}}:{{asset.repo.build_context.path}}"
+ dockerfile_path: "{{image.dockerfile.path}}"
+
+os_type: linux
+
+tags:
+ Python: 3.8.10
+ OS: Ubuntu20.04

assets/designer/environments/designer-r/asset.yaml

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+name: designer-r
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python"]
+
+

assets/designer/environments/designer-r/context/Dockerfile

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+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:latest
+
+WORKDIR /
+
+ENV CONDA_PREFIX=/azureml-envs/designer-r
+ENV CONDA_DEFAULT_ENV=$CONDA_PREFIX
+ENV PATH=$CONDA_PREFIX/bin:$PATH
+
+# This is needed for mpi to locate libpython
+ENV LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH
+
+
+# Create conda environment
+COPY conda_dependencies.yaml .
+RUN conda env create -p $CONDA_PREFIX -f conda_dependencies.yaml -q && \
+ rm conda_dependencies.yaml && \
+ conda run -p $CONDA_PREFIX pip cache purge && \
+ conda clean -a -y
+

assets/designer/environments/designer-r/context/conda_dependencies.yaml

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+name: project_environment
+channels:
+ - conda-forge
+dependencies:
+ - pip=20.2
+ - python=3.8.10
+ - r-caret=6.0
+ - r-catools=1.17.1
+ - r-cluster=2.1.0
+ - r-dplyr=0.8.5
+ - r-e1071=1.7
+ - r-forcats=0.5.0
+ - r-forecast=8.12
+ - r-glmnet=2.0
+ - r-igraph=1.2.4
+ - r-matrix=1.2
+ - r-mclust=5.4.6
+ - r-mgcv=1.8
+ - r-nlme=3.1
+ - r-nnet=7.3
+ - r-plyr=1.8.6
+ - r-randomforest=4.6
+ - r-reticulate=1.12
+ - r-rocr=1.0
+ - r-rodbc=1.3
+ - r-rpart=4.1
+ - r-stringr=1.4.0
+ - r-tidyverse=1.2.1
+ - r-timedate=3043.102
+ - r-tseries=0.10
+ - r=3.5.1
+ - libxcrypt=4.4
+ - pip:
+ - azureml-designer-classic-modules==0.0.182
+ - joblib==1.2.0
+ - numpy==1.22
+ - cryptography==42.0.4
+ - azureml-dataprep==4.10.1
+ - matplotlib==3.7.1
+ - Werkzeug==3.0.3
+ - pip==21.1
+ - requests==2.32.0
+ - paramiko==3.4.0
+ - azure-storage-blob==12.13.0
+ - scipy==1.10.0
+ - urllib3==1.26.19
+ - Pillow==10.3.0
+ - pyarrow==14.0.1
+ - pycryptodome==3.19.1
+ - pycryptodomex==3.19.1
+ - gunicorn==22.0.0
+ - tqdm==4.66.3

assets/designer/environments/designer-r/environment.yaml

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+image:
+ name: azureml/curated/designer-r
+ os: linux
+ context:
+ dir: context
+ dockerfile: Dockerfile
+ template_files:
+ - Dockerfile
+ - conda_dependencies.yaml
+ publish:
+ location: mcr
+ visibility: public

assets/designer/environments/designer-r/spec.yaml

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+$schema: https://azuremlschemas.azureedge.net/latest/environment.schema.json
+
+description: >-
+ AzureML Designer R image
+
+name: "{{asset.name}}"
+version: "{{asset.version}}"
+
+build:
+ path: "{{asset.repo.url}}#{{asset.repo.commit_hash}}:{{asset.repo.build_context.path}}"
+ dockerfile_path: "{{image.dockerfile.path}}"
+
+os_type: linux
+
+tags:
+ Python: 3.8.10
+ OS: Ubuntu20.04