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Merge pull request #1862 from Azure/release_update/Release-170

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update samples from Release-170 as a part of  SDK release
This commit is contained in:
Harneet Virk
2022-12-06 10:06:06 -08:00
committed by GitHub
parent 4eed9d529f 3a02a27f1e
commit 25fdb17f80
2 changed files with 28 additions and 33 deletions
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2
how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb
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@@ -256,7 +256,7 @@
"\n", "\n",
"# Note: we build shap at commit 690245 for Tesla K80 GPUs\n", "# Note: we build shap at commit 690245 for Tesla K80 GPUs\n",
"env.docker.base_dockerfile = f\"\"\"\n", "env.docker.base_dockerfile = f\"\"\"\n",
"FROM nvidia/cuda:10.2-devel-ubuntu20.04\n", "FROM nvidia/cuda:10.2-devel-ubuntu18.04\n",
"ENV PATH=\"/root/miniconda3/bin:${{PATH}}\"\n", "ENV PATH=\"/root/miniconda3/bin:${{PATH}}\"\n",
"ARG PATH=\"/root/miniconda3/bin:${{PATH}}\"\n", "ARG PATH=\"/root/miniconda3/bin:${{PATH}}\"\n",
"RUN apt-get update && \\\n", "RUN apt-get update && \\\n",

59
how-to-use-azureml/reinforcement-learning/atari-on-distributed-compute/docker/Dockerfile-gpu
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@@ -1,14 +1,16 @@
FROM mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.1-cudnn8-ubuntu20.04 FROM mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.2-cudnn8-ubuntu20.04:20221010.v1
USER root USER root
RUN conda install -c anaconda python=3.7
# CUDA repository key rotation: https://forums.developer.nvidia.com/t/notice-cuda-linux-repository-key-rotation/212771 ENV AZUREML_CONDA_ENVIRONMENT_PATH /azureml-envs/tensorflow-2.7
RUN apt-key del 7fa2af80 # Create conda environment
ENV distro ubuntu1804 RUN conda create -p $AZUREML_CONDA_ENVIRONMENT_PATH \
ENV arch x86_64 python=3.8 pip=20.2.4
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/$distro/$arch/3bf863cc.pub
# Prepend path to AzureML conda environment
ENV PATH $AZUREML_CONDA_ENVIRONMENT_PATH/bin:$PATH
# Install necessary packages to support videos in rllib/gym
RUN apt-get update && apt-get install -y --no-install-recommends \ RUN apt-get update && apt-get install -y --no-install-recommends \
python-opengl \ python-opengl \
rsync \ rsync \
@@ -17,15 +19,6 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
rm -rf /var/lib/apt/lists/* && \ rm -rf /var/lib/apt/lists/* && \
rm -rf /usr/share/man/* rm -rf /usr/share/man/*
ENV AZUREML_CONDA_ENVIRONMENT_PATH /azureml-envs/tensorflow-2.4
# Create conda environment
RUN conda create -p $AZUREML_CONDA_ENVIRONMENT_PATH \
python=3.7 pip=20.2.4
# Prepend path to AzureML conda environment
ENV PATH $AZUREML_CONDA_ENVIRONMENT_PATH/bin:$PATH
RUN pip --version RUN pip --version
RUN python --version RUN python --version
@@ -36,23 +29,25 @@ RUN pip install ray==0.8.7
RUN pip install gym[atari]==0.19.0 RUN pip install gym[atari]==0.19.0
RUN pip install gym[accept-rom-license]==0.19.0 RUN pip install gym[accept-rom-license]==0.19.0
# Install pip dependencies # Install pip dependencies for Tensorflow
RUN pip install 'matplotlib>=3.3,<3.4' \ RUN pip install 'matplotlib~=3.5.0' \
'psutil>=5.8,<5.9' \ 'psutil~=5.8.0' \
'tqdm>=4.59,<4.60' \ 'tqdm~=4.62.0' \
'pandas>=1.1,<1.2' \ 'pandas~=1.3.0' \
'scipy>=1.5,<1.6' \ 'scipy~=1.7.0' \
'numpy>=1.10,<1.20' \ 'numpy~=1.21.0' \
'ipykernel~=6.0' \ 'ipykernel~=6.0' \
'azureml-core==1.36.0.post2' \ 'azureml-core==1.47.0' \
'azureml-defaults==1.36.0' \ 'azureml-defaults==1.47.0' \
'azureml-mlflow==1.36.0' \ 'azureml-mlflow==1.47.0' \
'azureml-telemetry==1.36.0' \ 'azureml-telemetry==1.47.0' \
'tensorboard==2.4.0' \ 'tensorboard~=2.7.0' \
'tensorflow-gpu==2.4.1' \ 'tensorflow-gpu~=2.7.0' \
'tensorflow-datasets==4.3.0' \ 'tensorflow-datasets~=4.5.0' \
'onnxruntime-gpu>=1.7,<1.8' \ 'onnxruntime-gpu~=1.9.0' \
'horovod[tensorflow-gpu]==0.21.3' 'protobuf~=3.20' \
'horovod[tensorflow-gpu]~=0.23.0' \
'debugpy~=1.6.3'
RUN pip install --no-cache-dir \ RUN pip install --no-cache-dir \
azureml-defaults \ azureml-defaults \