Updating the base images (#4140)

* Updating the base images

* Updating the packages

Author: babu-namburi

assets/training/automl/environments/ai-ml-automl-dnn-vision-gpu/context/Dockerfile

@@ -1,5 +1,4 @@
-FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2004-cu121-py310-torch222:{{latest-image-tag}}
-
+FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2204-cu121-py310-torch251:{{latest-image-tag}}
 
 ENV AZUREML_CONDA_ENVIRONMENT_PATH /azureml-envs/azureml-automl-dnn-vision-gpu
 # Prepend path to AzureML conda environment
@@ -12,8 +11,19 @@ ENV MLFLOW_MODEL_FOLDER="mlflow-model"
 # ENV AZUREML_ENTRY_SCRIPT="mlflow_score_script.py"
 
 # Inference requirements
-COPY --from=mcr.microsoft.com/azureml/o16n-base/python-assets:20230419.v1 /artifacts /var/
-RUN /var/requirements/install_system_requirements.sh && \
+COPY --from=mcr.microsoft.com/azureml/o16n-base/python-assets:20250310.v1 /artifacts /var/
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        libcurl4 \
+        liblttng-ust1 \
+        libunwind8 \
+        libxml++2.6-2v5 \
+        nginx-light \
+        psmisc \
+        rsyslog \
+        runit \
+        unzip && \
+    apt-get clean && rm -rf /var/lib/apt/lists/* && \
     cp /var/configuration/rsyslog.conf /etc/rsyslog.conf && \
     cp /var/configuration/nginx.conf /etc/nginx/sites-available/app && \
     ln -sf /etc/nginx/sites-available/app /etc/nginx/sites-enabled/app && \

assets/training/vision/environments/automl-dnn-vision-gpu/context/Dockerfile

@@ -1,4 +1,4 @@
-FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2004-cu121-py310-torch222:{{latest-image-tag}}
+FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2204-cu121-py310-torch251:{{latest-image-tag}}
 
 
 ENV AZUREML_CONDA_ENVIRONMENT_PATH /azureml-envs/azureml-automl-dnn-vision-gpu
@@ -12,8 +12,19 @@ ENV MLFLOW_MODEL_FOLDER="mlflow-model"
 # ENV AZUREML_ENTRY_SCRIPT="mlflow_score_script.py"
 
 # Inference requirements
-COPY --from=mcr.microsoft.com/azureml/o16n-base/python-assets:20230419.v1 /artifacts /var/
-RUN /var/requirements/install_system_requirements.sh && \
+COPY --from=mcr.microsoft.com/azureml/o16n-base/python-assets:20250310.v1 /artifacts /var/
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        libcurl4 \
+        liblttng-ust1 \
+        libunwind8 \
+        libxml++2.6-2v5 \
+        nginx-light \
+        psmisc \
+        rsyslog \
+        runit \
+        unzip && \
+    apt-get clean && rm -rf /var/lib/apt/lists/* && \
     cp /var/configuration/rsyslog.conf /etc/rsyslog.conf && \
     cp /var/configuration/nginx.conf /etc/nginx/sites-available/app && \
     ln -sf /etc/nginx/sites-available/app /etc/nginx/sites-enabled/app && \