Merge branch 'main' into cesvelt/add-remaining-hls

assets/designer/environments/designer-pytorch-2.3-train/asset.yaml

@@ -0,0 +1,8 @@
+name: designer-pytorch-2.3-train
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python", "PyTorch"]
+
+

assets/designer/environments/designer-pytorch-2.3-train/context/Dockerfile

@@ -0,0 +1,19 @@
+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:{{latest-image-tag}}
+
+WORKDIR /
+
+ENV CONDA_PREFIX=/azureml-envs/designer-pytorch-2.3-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-2.3-train/context/conda_dependencies.yaml

@@ -0,0 +1,27 @@
+name: project_environment
+channels:
+  - conda-forge
+  - 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
+      - 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-2.3-train/environment.yaml

@@ -0,0 +1,12 @@
+image:
+  name: azureml/curated/designer-pytorch-2.3-train
+  os: linux
+  context:
+    dir: context
+    dockerfile: Dockerfile
+    template_files:
+      - Dockerfile
+      - conda_dependencies.yaml
+  publish:
+    location: mcr
+    visibility: public

assets/designer/environments/designer-pytorch-2.3-train/spec.yaml

@@ -0,0 +1,17 @@
+$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-2.3/asset.yaml

@@ -0,0 +1,8 @@
+name: designer-pytorch-2.3
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python"]
+
+

assets/designer/environments/designer-pytorch-2.3/context/Dockerfile

@@ -0,0 +1,18 @@
+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:{{latest-image-tag}}
+
+WORKDIR /
+
+ENV CONDA_PREFIX=/azureml-envs/designer-pytorch-2.3
+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-2.3/context/conda_dependencies.yaml

@@ -0,0 +1,27 @@
+name: project_environment
+channels:
+  - conda-forge
+  - 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
+      - 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-2.3/environment.yaml

@@ -0,0 +1,12 @@
+image:
+  name: azureml/curated/designer-pytorch-2.3
+  os: linux
+  context:
+    dir: context
+    dockerfile: Dockerfile
+    template_files:
+      - Dockerfile
+      - conda_dependencies.yaml
+  publish:
+    location: mcr
+    visibility: public

assets/designer/environments/designer-pytorch-2.3/spec.yaml

@@ -0,0 +1,17 @@
+$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

@@ -0,0 +1,8 @@
+name: designer-r
+version: 95
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["Designer", "Python"]
+
+

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

@@ -0,0 +1,19 @@
+FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:{{latest-image-tag}}
+
+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

@@ -0,0 +1,52 @@
+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

@@ -0,0 +1,12 @@
+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

@@ -0,0 +1,17 @@
+$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

assets/models/system/stabilityai-stable-diffusion-xl-base-1-0/description.md

@@ -63,7 +63,7 @@ Batch |<a href="https://aka.ms/azureml-infer-batch-sdk-safe-text-to-image" targe
    "input_data": {
         "columns": ["prompt"],
         "data": ["a photograph of an astronaut riding a horse"],
-        "index": [0],
+        "index": [0]
     }
 }
 ```